warning: commands will be executed using /bin/sh
job 3017 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
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 2773671 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 48600 members 
Mstep: Class 3 contains 48713 members 
Mstep: Class 4 contains 48391 members 
Mstep: Class 5 contains 48575 members 
Mstep: Class 6 contains 48512 members 
Mstep: Class 7 contains 48626 members 
Mstep: Class 8 contains 48709 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 48622 members 
Mstep: Class 11 contains 49096 members 
Mstep: Class 12 contains 48326 members 
Mstep: Class 13 contains 48782 members 
Mstep: Class 14 contains 48905 members 
Mstep: Class 15 contains 48706 members 
Mstep: Class 16 contains 48968 members 
Mstep: Class 17 contains 48499 members 
Mstep: Class 18 contains 48386 members 
Mstep: Class 19 contains 48737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1129.281372 but Gain 3406.792969
Score: -112686128.000000 Penalty: 61322.281250
Iteration 0F: 19 clusters Score -1.126861e+08 nChanged 870863
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 115145 members 
Mstep: Class 3 contains 47276 members 
Mstep: Class 4 contains 37739 members 
Mstep: Class 5 contains 25011 members 
Mstep: Class 6 contains 29527 members 
Mstep: Class 7 contains 67764 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 9 contains 28715 members 
Mstep: Class 10 contains 24140 members 
Mstep: Class 11 contains 66102 members 
Mstep: Class 12 contains 33320 members 
Mstep: Class 13 contains 93731 members 
Mstep: Class 14 contains 47262 members 
Mstep: Class 16 contains 41303 members 
Mstep: Class 17 contains 86744 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 27541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114621200.000000 Penalty: 61322.281250
Iteration 1F: 19 clusters Score -1.146212e+08 nChanged 313827
Entering Unmasked Mstep 
Mstep: Class 0 contains 604 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 177666 members 
Mstep: Class 3 contains 51098 members 
Mstep: Class 4 contains 29865 members 
Mstep: Class 5 contains 21054 members 
Mstep: Class 6 contains 29883 members 
Mstep: Class 7 contains 65765 members 
Mstep: Class 8 contains 38073 members 
Mstep: Class 9 contains 25637 members 
Mstep: Class 10 contains 15584 members 
Mstep: Class 11 contains 60630 members 
Mstep: Class 12 contains 30341 members 
Mstep: Class 13 contains 84325 members 
Mstep: Class 14 contains 29780 members 
Mstep: Class 16 contains 37681 members 
Mstep: Class 17 contains 106409 members 
Mstep: Class 18 contains 26241 members 
Mstep: Class 19 contains 26066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031320.000000 Penalty: 61322.281250
Iteration 2F: 19 clusters Score -1.150313e+08 nChanged 222480
Entering Unmasked Mstep 
Mstep: Class 0 contains 544 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 234426 members 
Mstep: Class 3 contains 47265 members 
Mstep: Class 4 contains 29486 members 
Mstep: Class 5 contains 17365 members 
Mstep: Class 6 contains 24754 members 
Mstep: Class 7 contains 74108 members 
Mstep: Class 8 contains 37529 members 
Mstep: Class 9 contains 27416 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 24587 members 
Mstep: Class 13 contains 63599 members 
Mstep: Class 14 contains 19701 members 
Mstep: Class 16 contains 33462 members 
Mstep: Class 17 contains 117911 members 
Mstep: Class 18 contains 19685 members 
Mstep: Class 19 contains 22785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115227352.000000 Penalty: 61322.281250
Iteration 3F: 19 clusters Score -1.152274e+08 nChanged 185537
Entering Unmasked Mstep 
Mstep: Class 0 contains 502 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 262017 members 
Mstep: Class 3 contains 41927 members 
Mstep: Class 4 contains 29889 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 18273 members 
Mstep: Class 7 contains 98856 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 28932 members 
Mstep: Class 10 contains 13350 members 
Mstep: Class 11 contains 51137 members 
Mstep: Class 12 contains 19138 members 
Mstep: Class 13 contains 40942 members 
Mstep: Class 14 contains 13296 members 
Mstep: Class 16 contains 29428 members 
Mstep: Class 17 contains 131901 members 
Mstep: Class 18 contains 13618 members 
Mstep: Class 19 contains 20075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115366488.000000 Penalty: 61322.281250
Iteration 4F: 19 clusters Score -1.153665e+08 nChanged 160502
Entering Unmasked Mstep 
Mstep: Class 0 contains 453 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 257227 members 
Mstep: Class 3 contains 36820 members 
Mstep: Class 4 contains 27503 members 
Mstep: Class 5 contains 12288 members 
Mstep: Class 6 contains 13250 members 
Mstep: Class 7 contains 135346 members 
Mstep: Class 8 contains 42242 members 
Mstep: Class 9 contains 29142 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 49664 members 
Mstep: Class 12 contains 15124 members 
Mstep: Class 13 contains 22987 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 16 contains 26771 members 
Mstep: Class 17 contains 152752 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 20087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115506184.000000 Penalty: 61322.281250
Iteration 5F: 19 clusters Score -1.155062e+08 nChanged 144128
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 233015 members 
Mstep: Class 3 contains 32155 members 
Mstep: Class 4 contains 22949 members 
Mstep: Class 5 contains 10934 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 178896 members 
Mstep: Class 8 contains 40498 members 
Mstep: Class 9 contains 29074 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 46532 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 16 contains 25417 members 
Mstep: Class 17 contains 177151 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 19 contains 22167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115638928.000000 Penalty: 61322.281250
Iteration 6F: 19 clusters Score -1.156389e+08 nChanged 130480
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 198540 members 
Mstep: Class 3 contains 29155 members 
Mstep: Class 4 contains 17857 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 226140 members 
Mstep: Class 8 contains 36084 members 
Mstep: Class 9 contains 29203 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 10748 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 16 contains 24573 members 
Mstep: Class 17 contains 200427 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 25528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115749808.000000 Penalty: 61322.281250
Iteration 7F: 19 clusters Score -1.157498e+08 nChanged 113297
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 167986 members 
Mstep: Class 3 contains 27414 members 
Mstep: Class 4 contains 14185 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 6632 members 
Mstep: Class 7 contains 273114 members 
Mstep: Class 8 contains 29789 members 
Mstep: Class 9 contains 29699 members 
Mstep: Class 10 contains 10459 members 
Mstep: Class 11 contains 32168 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 16 contains 23241 members 
Mstep: Class 17 contains 213820 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 29072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3250.781982 but Gain 3406.792969
Score: -115835000.000000 Penalty: 57915.488281
Iteration 8F: 18 clusters Score -1.15835e+08 nChanged 94841
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 147211 members 
Mstep: Class 3 contains 26644 members 
Mstep: Class 4 contains 12458 members 
Mstep: Class 5 contains 10376 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 314797 members 
Mstep: Class 8 contains 22662 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 9586 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 16 contains 21216 members 
Mstep: Class 17 contains 217218 members 
Mstep: Class 19 contains 33008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115876848.000000 Penalty: 57915.488281
Iteration 9F: 18 clusters Score -1.158768e+08 nChanged 74079
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 133201 members 
Mstep: Class 3 contains 26934 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 11100 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 343061 members 
Mstep: Class 8 contains 15907 members 
Mstep: Class 9 contains 32013 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 22205 members 
Mstep: Class 12 contains 9829 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 18730 members 
Mstep: Class 17 contains 215940 members 
Mstep: Class 19 contains 36599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115892936.000000 Penalty: 57915.488281
Iteration 10F: 18 clusters Score -1.158929e+08 nChanged 59448
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 124952 members 
Mstep: Class 3 contains 28122 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 12241 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 358824 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 33688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 20534 members 
Mstep: Class 12 contains 10207 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 16 contains 15970 members 
Mstep: Class 17 contains 214448 members 
Mstep: Class 19 contains 40216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115897944.000000 Penalty: 57915.488281
Iteration 11F: 18 clusters Score -1.158979e+08 nChanged 47945
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 120062 members 
Mstep: Class 3 contains 29785 members 
Mstep: Class 4 contains 13622 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 363698 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 35412 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 19719 members 
Mstep: Class 12 contains 10772 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 16 contains 13357 members 
Mstep: Class 17 contains 214820 members 
Mstep: Class 19 contains 44008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115905280.000000 Penalty: 57915.488281
Iteration 12F: 18 clusters Score -1.159053e+08 nChanged 37955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 116442 members 
Mstep: Class 3 contains 31725 members 
Mstep: Class 4 contains 14156 members 
Mstep: Class 5 contains 15178 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 362623 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 11426 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 215961 members 
Mstep: Class 19 contains 47960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115916760.000000 Penalty: 57915.488281
Iteration 13Q: 18 clusters Score -1.159168e+08 nChanged 31430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 113356 members 
Mstep: Class 3 contains 33790 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 16661 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 359559 members 
Mstep: Class 8 contains 3407 members 
Mstep: Class 9 contains 37804 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 20012 members 
Mstep: Class 12 contains 12108 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 217068 members 
Mstep: Class 19 contains 51548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115929424.000000 Penalty: 57915.488281
Iteration 14Q: 18 clusters Score -1.159294e+08 nChanged 27384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 110429 members 
Mstep: Class 3 contains 35815 members 
Mstep: Class 4 contains 14686 members 
Mstep: Class 5 contains 17971 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 355871 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 38480 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 20690 members 
Mstep: Class 12 contains 12837 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 579 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 218070 members 
Mstep: Class 19 contains 54771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115941344.000000 Penalty: 57915.488281
Iteration 15Q: 18 clusters Score -1.159413e+08 nChanged 24415
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 107613 members 
Mstep: Class 3 contains 37821 members 
Mstep: Class 4 contains 14769 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 351809 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 38917 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 21564 members 
Mstep: Class 12 contains 13465 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 219229 members 
Mstep: Class 19 contains 57629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115950896.000000 Penalty: 57915.488281
Iteration 16Q: 18 clusters Score -1.159509e+08 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 104862 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 14779 members 
Mstep: Class 5 contains 19888 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 347877 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 14079 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 220503 members 
Mstep: Class 19 contains 60043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115960080.000000 Penalty: 57915.488281
Iteration 17Q: 18 clusters Score -1.159601e+08 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 102329 members 
Mstep: Class 3 contains 41472 members 
Mstep: Class 4 contains 14689 members 
Mstep: Class 5 contains 20503 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 344117 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 39426 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 23214 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 221795 members 
Mstep: Class 19 contains 62090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115968096.000000 Penalty: 57915.488281
Iteration 18Q: 18 clusters Score -1.159681e+08 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 99743 members 
Mstep: Class 3 contains 43049 members 
Mstep: Class 4 contains 14583 members 
Mstep: Class 5 contains 20937 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 340533 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 39627 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 223320 members 
Mstep: Class 19 contains 63907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115974568.000000 Penalty: 57915.488281
Iteration 19Q: 18 clusters Score -1.159746e+08 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 97388 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 14435 members 
Mstep: Class 5 contains 21215 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 337036 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 39821 members 
Mstep: Class 10 contains 7980 members 
Mstep: Class 11 contains 24486 members 
Mstep: Class 12 contains 15844 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 225045 members 
Mstep: Class 19 contains 65521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115980472.000000 Penalty: 57915.488281
Iteration 20F: 18 clusters Score -1.159805e+08 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 95156 members 
Mstep: Class 3 contains 45648 members 
Mstep: Class 4 contains 14263 members 
Mstep: Class 5 contains 21377 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 333542 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 40021 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 25010 members 
Mstep: Class 12 contains 16428 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 227125 members 
Mstep: Class 19 contains 66799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115985168.000000 Penalty: 57915.488281
Iteration 21Q: 18 clusters Score -1.159852e+08 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 93369 members 
Mstep: Class 3 contains 46655 members 
Mstep: Class 4 contains 14101 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 330106 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 40244 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 25451 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 229160 members 
Mstep: Class 19 contains 67800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115989376.000000 Penalty: 57915.488281
Iteration 22Q: 18 clusters Score -1.159894e+08 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 91924 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 13935 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 326743 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 40507 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 25764 members 
Mstep: Class 12 contains 17417 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 16 contains 2876 members 
Mstep: Class 17 contains 231196 members 
Mstep: Class 19 contains 68710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115994568.000000 Penalty: 57915.488281
Iteration 23Q: 18 clusters Score -1.159946e+08 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 90984 members 
Mstep: Class 3 contains 48249 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 323577 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 40741 members 
Mstep: Class 10 contains 8210 members 
Mstep: Class 11 contains 25868 members 
Mstep: Class 12 contains 17837 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 233088 members 
Mstep: Class 19 contains 69538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115998152.000000 Penalty: 57915.488281
Iteration 24Q: 18 clusters Score -1.159982e+08 nChanged 13449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 90258 members 
Mstep: Class 3 contains 48978 members 
Mstep: Class 4 contains 13515 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 320678 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 40979 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 25850 members 
Mstep: Class 12 contains 18203 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 289 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 234817 members 
Mstep: Class 19 contains 70257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116002376.000000 Penalty: 57915.488281
Iteration 25Q: 18 clusters Score -1.160024e+08 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 89848 members 
Mstep: Class 3 contains 49749 members 
Mstep: Class 4 contains 13298 members 
Mstep: Class 5 contains 21558 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 317864 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 41243 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 25710 members 
Mstep: Class 12 contains 18544 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 236271 members 
Mstep: Class 19 contains 70921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116006720.000000 Penalty: 57915.488281
Iteration 26Q: 18 clusters Score -1.160067e+08 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 89778 members 
Mstep: Class 3 contains 50543 members 
Mstep: Class 4 contains 13075 members 
Mstep: Class 5 contains 21532 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 315275 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 25428 members 
Mstep: Class 12 contains 18832 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 237513 members 
Mstep: Class 19 contains 71475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116010384.000000 Penalty: 57915.488281
Iteration 27Q: 18 clusters Score -1.160104e+08 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 89913 members 
Mstep: Class 3 contains 51311 members 
Mstep: Class 4 contains 12882 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 312670 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 41684 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 25158 members 
Mstep: Class 12 contains 19042 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 238627 members 
Mstep: Class 19 contains 72053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116013008.000000 Penalty: 57915.488281
Iteration 28Q: 18 clusters Score -1.16013e+08 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 90200 members 
Mstep: Class 3 contains 52099 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 21496 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 310379 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 41832 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 19148 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 239573 members 
Mstep: Class 19 contains 72616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015568.000000 Penalty: 57915.488281
Iteration 29Q: 18 clusters Score -1.160156e+08 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 90605 members 
Mstep: Class 3 contains 52921 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 21479 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 308347 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 41961 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 24430 members 
Mstep: Class 12 contains 19180 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 240317 members 
Mstep: Class 19 contains 73114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116018376.000000 Penalty: 57915.488281
Iteration 30Q: 18 clusters Score -1.160184e+08 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 90945 members 
Mstep: Class 3 contains 53694 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 21457 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 306698 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 42081 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 24073 members 
Mstep: Class 12 contains 19161 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 240972 members 
Mstep: Class 19 contains 73526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116020352.000000 Penalty: 57915.488281
Iteration 31Q: 18 clusters Score -1.160204e+08 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 91354 members 
Mstep: Class 3 contains 54414 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 21419 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 305316 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 42196 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 23770 members 
Mstep: Class 12 contains 19110 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 241423 members 
Mstep: Class 19 contains 73895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021912.000000 Penalty: 57915.488281
Iteration 32Q: 18 clusters Score -1.160219e+08 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 91797 members 
Mstep: Class 3 contains 55099 members 
Mstep: Class 4 contains 12003 members 
Mstep: Class 5 contains 21428 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 303931 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 42346 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 23522 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 241800 members 
Mstep: Class 19 contains 74253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116023432.000000 Penalty: 57915.488281
Iteration 33Q: 18 clusters Score -1.160234e+08 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 92244 members 
Mstep: Class 3 contains 55725 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 302724 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 42469 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 23349 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 242123 members 
Mstep: Class 19 contains 74596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024520.000000 Penalty: 57915.488281
Iteration 34Q: 18 clusters Score -1.160245e+08 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 92676 members 
Mstep: Class 3 contains 56220 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 301626 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 42601 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 23207 members 
Mstep: Class 12 contains 18624 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 242413 members 
Mstep: Class 19 contains 74976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116025464.000000 Penalty: 57915.488281
Iteration 35Q: 18 clusters Score -1.160255e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 93031 members 
Mstep: Class 3 contains 56678 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 300678 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 42757 members 
Mstep: Class 10 contains 8230 members 
Mstep: Class 11 contains 23118 members 
Mstep: Class 12 contains 18427 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 242559 members 
Mstep: Class 19 contains 75347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026528.000000 Penalty: 57915.488281
Iteration 36Q: 18 clusters Score -1.160265e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 93388 members 
Mstep: Class 3 contains 57041 members 
Mstep: Class 4 contains 11164 members 
Mstep: Class 5 contains 21387 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 299972 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 42914 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 242649 members 
Mstep: Class 19 contains 75647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026808.000000 Penalty: 57915.488281
Iteration 37Q: 18 clusters Score -1.160268e+08 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 93798 members 
Mstep: Class 3 contains 57321 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 21394 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 299435 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 43105 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 22977 members 
Mstep: Class 12 contains 17989 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 242674 members 
Mstep: Class 19 contains 75894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116027888.000000 Penalty: 57915.488281
Iteration 38Q: 18 clusters Score -1.160279e+08 nChanged 4579
Entering ConstructFrom: 
Score: -116027888.000000 Penalty: 57915.488281
Entering ConstructFrom: 
Trying to split cluster 1 (19761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Entering Unmasked Estep 
Score: -2407106.000000 Penalty: 2453.083252
	Iteration 0F: 2 clusters Score -2407106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2393305.000000 Penalty: 4906.166504
	Iteration 0F: 3 clusters Score -2393305 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2397947.750000 Penalty: 4906.166504
	Iteration 1F: 3 clusters Score -2397948 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2398321.250000 Penalty: 4906.166504
	Iteration 2F: 3 clusters Score -2398321 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2398654.000000 Penalty: 4906.166504
	Iteration 3Q: 3 clusters Score -2398654 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2398936.250000 Penalty: 4906.166504
	Iteration 4Q: 3 clusters Score -2398936 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2399229.250000 Penalty: 4906.166504
	Iteration 5Q: 3 clusters Score -2399229 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2399538.000000 Penalty: 4906.166504
	Iteration 6Q: 3 clusters Score -2399538 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2399851.750000 Penalty: 4906.166504
	Iteration 7Q: 3 clusters Score -2399852 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2400187.000000 Penalty: 4906.166504
	Iteration 8Q: 3 clusters Score -2400187 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2400601.750000 Penalty: 4906.166504
	Iteration 9Q: 3 clusters Score -2400602 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2401084.250000 Penalty: 4906.166504
	Iteration 10Q: 3 clusters Score -2401084 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2401617.750000 Penalty: 4906.166504
	Iteration 11Q: 3 clusters Score -2401618 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2402265.750000 Penalty: 4906.166504
	Iteration 12Q: 3 clusters Score -2402266 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2402892.500000 Penalty: 4906.166504
	Iteration 13Q: 3 clusters Score -2402892 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2403519.000000 Penalty: 4906.166504
	Iteration 14Q: 3 clusters Score -2403519 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2404018.500000 Penalty: 4906.166504
	Iteration 15Q: 3 clusters Score -2404018 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2404439.750000 Penalty: 4906.166504
	Iteration 16Q: 3 clusters Score -2404440 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2404776.500000 Penalty: 4906.166504
	Iteration 17Q: 3 clusters Score -2404776 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2404990.000000 Penalty: 4906.166504
	Iteration 18Q: 3 clusters Score -2404990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2405127.750000 Penalty: 4906.166504
	Iteration 19Q: 3 clusters Score -2405128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2405220.500000 Penalty: 4906.166504
	Iteration 20F: 3 clusters Score -2405220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2405293.500000 Penalty: 4906.166504
	Iteration 21Q: 3 clusters Score -2405294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2405361.750000 Penalty: 4906.166504
	Iteration 22Q: 3 clusters Score -2405362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2405397.500000 Penalty: 4906.166504
	Iteration 23Q: 3 clusters Score -2405398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2405421.500000 Penalty: 4906.166504
	Iteration 24Q: 3 clusters Score -2405422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2405453.250000 Penalty: 4906.166504
	Iteration 25Q: 3 clusters Score -2405453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2405460.250000 Penalty: 4906.166504
	Iteration 26Q: 3 clusters Score -2405460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2405472.000000 Penalty: 4906.166504
	Iteration 27Q: 3 clusters Score -2405472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2405478.250000 Penalty: 4906.166504
	Iteration 28Q: 3 clusters Score -2405478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2405480.750000 Penalty: 4906.166504
	Iteration 29Q: 3 clusters Score -2405481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2405486.250000 Penalty: 4906.166504
	Iteration 30Q: 3 clusters Score -2405486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2405490.000000 Penalty: 4906.166504
	Iteration 31Q: 3 clusters Score -2405490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2405486.250000 Penalty: 4906.166504
	Iteration 32Q: 3 clusters Score -2405486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2405488.000000 Penalty: 4906.166504
	Iteration 33Q: 3 clusters Score -2405488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2405497.250000 Penalty: 4906.166504
	Iteration 34Q: 3 clusters Score -2405497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2405503.250000 Penalty: 4906.166504
	Iteration 35Q: 3 clusters Score -2405503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2405505.500000 Penalty: 4906.166504
	Iteration 36Q: 3 clusters Score -2405506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2405508.750000 Penalty: 4906.166504
	Iteration 37Q: 3 clusters Score -2405509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2405509.500000 Penalty: 4906.166504
	Iteration 38Q: 3 clusters Score -2405510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2405513.500000 Penalty: 4906.166504
	Iteration 39Q: 3 clusters Score -2405514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2405514.500000 Penalty: 4906.166504
	Iteration 40F: 3 clusters Score -2405514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2405516.500000 Penalty: 4906.166504
	Iteration 41Q: 3 clusters Score -2405516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2405516.250000 Penalty: 4906.166504
	Iteration 42Q: 3 clusters Score -2405516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2405515.250000 Penalty: 4906.166504
	Iteration 43Q: 3 clusters Score -2405515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2405517.250000 Penalty: 4906.166504
	Iteration 44Q: 3 clusters Score -2405517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2405516.250000 Penalty: 4906.166504
	Iteration 45Q: 3 clusters Score -2405516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2405516.000000 Penalty: 4906.166504
	Iteration 46Q: 3 clusters Score -2405516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2405516.000000 Penalty: 4906.166504
	Iteration 47F: 3 clusters Score -2405516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Entering Unmasked Estep 
Score: -12053629.000000 Penalty: 2840.413818
	Iteration 0F: 2 clusters Score -1.205363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -11990852.000000 Penalty: 5680.827637
	Iteration 0F: 3 clusters Score -1.199085e+07 nChanged 44295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -12016112.000000 Penalty: 5680.827637
	Iteration 1F: 3 clusters Score -1.201611e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -12017138.000000 Penalty: 5680.827637
	Iteration 2Q: 3 clusters Score -1.201714e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -12018338.000000 Penalty: 5680.827637
	Iteration 3Q: 3 clusters Score -1.201834e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -12019645.000000 Penalty: 5680.827637
	Iteration 4Q: 3 clusters Score -1.201964e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -12021294.000000 Penalty: 5680.827637
	Iteration 5Q: 3 clusters Score -1.202129e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -12023033.000000 Penalty: 5680.827637
	Iteration 6Q: 3 clusters Score -1.202303e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -12025077.000000 Penalty: 5680.827637
	Iteration 7F: 3 clusters Score -1.202508e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -12027305.000000 Penalty: 5680.827637
	Iteration 8F: 3 clusters Score -1.20273e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -12029274.000000 Penalty: 5680.827637
	Iteration 9Q: 3 clusters Score -1.202927e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -12031274.000000 Penalty: 5680.827637
	Iteration 10Q: 3 clusters Score -1.203127e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -12033407.000000 Penalty: 5680.827637
	Iteration 11Q: 3 clusters Score -1.203341e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -12035762.000000 Penalty: 5680.827637
	Iteration 12Q: 3 clusters Score -1.203576e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -12038430.000000 Penalty: 5680.827637
	Iteration 13Q: 3 clusters Score -1.203843e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -12041229.000000 Penalty: 5680.827637
	Iteration 14Q: 3 clusters Score -1.204123e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -12043772.000000 Penalty: 5680.827637
	Iteration 15Q: 3 clusters Score -1.204377e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -12045699.000000 Penalty: 5680.827637
	Iteration 16Q: 3 clusters Score -1.20457e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -12047045.000000 Penalty: 5680.827637
	Iteration 17Q: 3 clusters Score -1.204704e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -12047932.000000 Penalty: 5680.827637
	Iteration 18Q: 3 clusters Score -1.204793e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -12048560.000000 Penalty: 5680.827637
	Iteration 19Q: 3 clusters Score -1.204856e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -12049064.000000 Penalty: 5680.827637
	Iteration 20F: 3 clusters Score -1.204906e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -12049429.000000 Penalty: 5680.827637
	Iteration 21Q: 3 clusters Score -1.204943e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -12049751.000000 Penalty: 5680.827637
	Iteration 22Q: 3 clusters Score -1.204975e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -12050096.000000 Penalty: 5680.827637
	Iteration 23Q: 3 clusters Score -1.20501e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -12050374.000000 Penalty: 5680.827637
	Iteration 24Q: 3 clusters Score -1.205037e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -12050565.000000 Penalty: 5680.827637
	Iteration 25Q: 3 clusters Score -1.205056e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -12050707.000000 Penalty: 5680.827637
	Iteration 26Q: 3 clusters Score -1.205071e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12050875.000000 Penalty: 5680.827637
	Iteration 27Q: 3 clusters Score -1.205088e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -12050981.000000 Penalty: 5680.827637
	Iteration 28Q: 3 clusters Score -1.205098e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -12051063.000000 Penalty: 5680.827637
	Iteration 29Q: 3 clusters Score -1.205106e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -12051165.000000 Penalty: 5680.827637
	Iteration 30Q: 3 clusters Score -1.205116e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12051166.000000 Penalty: 5680.827637
	Iteration 31Q: 3 clusters Score -1.205117e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12051203.000000 Penalty: 5680.827637
	Iteration 32Q: 3 clusters Score -1.20512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12051250.000000 Penalty: 5680.827637
	Iteration 33Q: 3 clusters Score -1.205125e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12051260.000000 Penalty: 5680.827637
	Iteration 34Q: 3 clusters Score -1.205126e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12051279.000000 Penalty: 5680.827637
	Iteration 35Q: 3 clusters Score -1.205128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12051289.000000 Penalty: 5680.827637
	Iteration 36Q: 3 clusters Score -1.205129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12051304.000000 Penalty: 5680.827637
	Iteration 37Q: 3 clusters Score -1.20513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12051323.000000 Penalty: 5680.827637
	Iteration 38Q: 3 clusters Score -1.205132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12051325.000000 Penalty: 5680.827637
	Iteration 39Q: 3 clusters Score -1.205132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12051339.000000 Penalty: 5680.827637
	Iteration 40F: 3 clusters Score -1.205134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12051334.000000 Penalty: 5680.827637
	Iteration 41Q: 3 clusters Score -1.205133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12051343.000000 Penalty: 5680.827637
	Iteration 42Q: 3 clusters Score -1.205134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12051349.000000 Penalty: 5680.827637
	Iteration 43Q: 3 clusters Score -1.205135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12051360.000000 Penalty: 5680.827637
	Iteration 44Q: 3 clusters Score -1.205136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12051378.000000 Penalty: 5680.827637
	Iteration 45Q: 3 clusters Score -1.205138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12051392.000000 Penalty: 5680.827637
	Iteration 46Q: 3 clusters Score -1.205139e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12051397.000000 Penalty: 5680.827637
	Iteration 47Q: 3 clusters Score -1.20514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12051395.000000 Penalty: 5680.827637
	Iteration 48Q: 3 clusters Score -1.20514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12051400.000000 Penalty: 5680.827637
	Iteration 49Q: 3 clusters Score -1.20514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12051407.000000 Penalty: 5680.827637
	Iteration 50Q: 3 clusters Score -1.205141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12051411.000000 Penalty: 5680.827637
	Iteration 51Q: 3 clusters Score -1.205141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12051413.000000 Penalty: 5680.827637
	Iteration 52Q: 3 clusters Score -1.205141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12051422.000000 Penalty: 5680.827637
	Iteration 53Q: 3 clusters Score -1.205142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12051425.000000 Penalty: 5680.827637
	Iteration 54Q: 3 clusters Score -1.205142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12051426.000000 Penalty: 5680.827637
	Iteration 55Q: 3 clusters Score -1.205143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12051425.000000 Penalty: 5680.827637
	Iteration 56Q: 3 clusters Score -1.205142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12051427.000000 Penalty: 5680.827637
	Iteration 57Q: 3 clusters Score -1.205143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12051438.000000 Penalty: 5680.827637
	Iteration 58Q: 3 clusters Score -1.205144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12051441.000000 Penalty: 5680.827637
	Iteration 59Q: 3 clusters Score -1.205144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12051439.000000 Penalty: 5680.827637
	Iteration 60F: 3 clusters Score -1.205144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12051451.000000 Penalty: 5680.827637
	Iteration 61Q: 3 clusters Score -1.205145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12051451.000000 Penalty: 5680.827637
	Iteration 62Q: 3 clusters Score -1.205145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12051459.000000 Penalty: 5680.827637
	Iteration 63Q: 3 clusters Score -1.205146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12051458.000000 Penalty: 5680.827637
	Iteration 64Q: 3 clusters Score -1.205146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12051466.000000 Penalty: 5680.827637
	Iteration 65Q: 3 clusters Score -1.205147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12051461.000000 Penalty: 5680.827637
	Iteration 66Q: 3 clusters Score -1.205146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12051461.000000 Penalty: 5680.827637
	Iteration 67F: 3 clusters Score -1.205146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Entering Unmasked Estep 
Score: -7425561.000000 Penalty: 2718.345215
	Iteration 0F: 2 clusters Score -7425561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -7386791.000000 Penalty: 5436.690430
	Iteration 0F: 3 clusters Score -7386791 nChanged 26723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -7401644.000000 Penalty: 5436.690430
	Iteration 1F: 3 clusters Score -7401644 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7402223.500000 Penalty: 5436.690430
	Iteration 2Q: 3 clusters Score -7402224 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -7402724.000000 Penalty: 5436.690430
	Iteration 3Q: 3 clusters Score -7402724 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7403272.000000 Penalty: 5436.690430
	Iteration 4Q: 3 clusters Score -7403272 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -7403895.000000 Penalty: 5436.690430
	Iteration 5Q: 3 clusters Score -7403895 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7404484.000000 Penalty: 5436.690430
	Iteration 6Q: 3 clusters Score -7404484 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -7405429.500000 Penalty: 5436.690430
	Iteration 7Q: 3 clusters Score -7405430 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7406595.000000 Penalty: 5436.690430
	Iteration 8Q: 3 clusters Score -7406595 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7408242.000000 Penalty: 5436.690430
	Iteration 9Q: 3 clusters Score -7408242 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7410411.500000 Penalty: 5436.690430
	Iteration 10F: 3 clusters Score -7410412 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7412788.500000 Penalty: 5436.690430
	Iteration 11F: 3 clusters Score -7412788 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -7415117.000000 Penalty: 5436.690430
	Iteration 12F: 3 clusters Score -7415117 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -7417017.500000 Penalty: 5436.690430
	Iteration 13Q: 3 clusters Score -7417018 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -7418441.000000 Penalty: 5436.690430
	Iteration 14Q: 3 clusters Score -7418441 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -7419495.500000 Penalty: 5436.690430
	Iteration 15Q: 3 clusters Score -7419496 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -7420311.500000 Penalty: 5436.690430
	Iteration 16Q: 3 clusters Score -7420312 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -7420963.000000 Penalty: 5436.690430
	Iteration 17Q: 3 clusters Score -7420963 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -7421367.500000 Penalty: 5436.690430
	Iteration 18Q: 3 clusters Score -7421368 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7421655.000000 Penalty: 5436.690430
	Iteration 19Q: 3 clusters Score -7421655 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -7421885.000000 Penalty: 5436.690430
	Iteration 20F: 3 clusters Score -7421885 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7422080.500000 Penalty: 5436.690430
	Iteration 21Q: 3 clusters Score -7422080 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -7422219.500000 Penalty: 5436.690430
	Iteration 22Q: 3 clusters Score -7422220 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -7422323.500000 Penalty: 5436.690430
	Iteration 23Q: 3 clusters Score -7422324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -7422446.500000 Penalty: 5436.690430
	Iteration 24Q: 3 clusters Score -7422446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7422554.500000 Penalty: 5436.690430
	Iteration 25Q: 3 clusters Score -7422554 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -7422638.500000 Penalty: 5436.690430
	Iteration 26Q: 3 clusters Score -7422638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -7422701.000000 Penalty: 5436.690430
	Iteration 27Q: 3 clusters Score -7422701 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -7422756.500000 Penalty: 5436.690430
	Iteration 28Q: 3 clusters Score -7422756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -7422810.500000 Penalty: 5436.690430
	Iteration 29Q: 3 clusters Score -7422810 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -7422851.500000 Penalty: 5436.690430
	Iteration 30Q: 3 clusters Score -7422852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7422881.000000 Penalty: 5436.690430
	Iteration 31Q: 3 clusters Score -7422881 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7422907.500000 Penalty: 5436.690430
	Iteration 32Q: 3 clusters Score -7422908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -7422936.000000 Penalty: 5436.690430
	Iteration 33Q: 3 clusters Score -7422936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -7422984.500000 Penalty: 5436.690430
	Iteration 34Q: 3 clusters Score -7422984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7423004.000000 Penalty: 5436.690430
	Iteration 35Q: 3 clusters Score -7423004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7423036.500000 Penalty: 5436.690430
	Iteration 36Q: 3 clusters Score -7423036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7423060.500000 Penalty: 5436.690430
	Iteration 37Q: 3 clusters Score -7423060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7423088.500000 Penalty: 5436.690430
	Iteration 38Q: 3 clusters Score -7423088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -7423088.500000 Penalty: 5436.690430
	Iteration 39Q: 3 clusters Score -7423088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -7423114.000000 Penalty: 5436.690430
	Iteration 40F: 3 clusters Score -7423114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7423121.000000 Penalty: 5436.690430
	Iteration 41Q: 3 clusters Score -7423121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -7423124.000000 Penalty: 5436.690430
	Iteration 42Q: 3 clusters Score -7423124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7423127.500000 Penalty: 5436.690430
	Iteration 43Q: 3 clusters Score -7423128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7423135.500000 Penalty: 5436.690430
	Iteration 44Q: 3 clusters Score -7423136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -7423157.500000 Penalty: 5436.690430
	Iteration 45Q: 3 clusters Score -7423158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7423159.500000 Penalty: 5436.690430
	Iteration 46Q: 3 clusters Score -7423160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -7423162.000000 Penalty: 5436.690430
	Iteration 47Q: 3 clusters Score -7423162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7423177.500000 Penalty: 5436.690430
	Iteration 48Q: 3 clusters Score -7423178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -7423178.000000 Penalty: 5436.690430
	Iteration 49Q: 3 clusters Score -7423178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -7423182.500000 Penalty: 5436.690430
	Iteration 50Q: 3 clusters Score -7423182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -7423184.000000 Penalty: 5436.690430
	Iteration 51Q: 3 clusters Score -7423184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -7423187.500000 Penalty: 5436.690430
	Iteration 52Q: 3 clusters Score -7423188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7423187.000000 Penalty: 5436.690430
	Iteration 53Q: 3 clusters Score -7423187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -7423187.500000 Penalty: 5436.690430
	Iteration 54Q: 3 clusters Score -7423188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -7423189.500000 Penalty: 5436.690430
	Iteration 55Q: 3 clusters Score -7423190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -7423195.000000 Penalty: 5436.690430
	Iteration 56Q: 3 clusters Score -7423195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7423188.500000 Penalty: 5436.690430
	Iteration 57Q: 3 clusters Score -7423188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -7423189.000000 Penalty: 5436.690430
	Iteration 58Q: 3 clusters Score -7423189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -7423193.000000 Penalty: 5436.690430
	Iteration 59Q: 3 clusters Score -7423193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7423197.000000 Penalty: 5436.690430
	Iteration 60F: 3 clusters Score -7423197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -7423201.000000 Penalty: 5436.690430
	Iteration 61Q: 3 clusters Score -7423201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -7423204.500000 Penalty: 5436.690430
	Iteration 62Q: 3 clusters Score -7423204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -7423209.000000 Penalty: 5436.690430
	Iteration 63Q: 3 clusters Score -7423209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -7423210.000000 Penalty: 5436.690430
	Iteration 64Q: 3 clusters Score -7423210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -7423216.000000 Penalty: 5436.690430
	Iteration 65Q: 3 clusters Score -7423216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7423224.500000 Penalty: 5436.690430
	Iteration 66Q: 3 clusters Score -7423224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7423227.500000 Penalty: 5436.690430
	Iteration 67Q: 3 clusters Score -7423228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -7423224.500000 Penalty: 5436.690430
	Iteration 68Q: 3 clusters Score -7423224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -7423230.500000 Penalty: 5436.690430
	Iteration 69Q: 3 clusters Score -7423230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -7423233.500000 Penalty: 5436.690430
	Iteration 70Q: 3 clusters Score -7423234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -7423230.500000 Penalty: 5436.690430
	Iteration 71Q: 3 clusters Score -7423230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -7423230.500000 Penalty: 5436.690430
	Iteration 72F: 3 clusters Score -7423230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Entering Unmasked Estep 
Score: -1345001.250000 Penalty: 2299.782227
	Iteration 0F: 2 clusters Score -1345001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1336892.500000 Penalty: 4599.564453
	Iteration 0F: 3 clusters Score -1336892 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1339222.250000 Penalty: 4599.564453
	Iteration 1F: 3 clusters Score -1339222 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1339523.375000 Penalty: 4599.564453
	Iteration 2F: 3 clusters Score -1339523 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1339737.500000 Penalty: 4599.564453
	Iteration 3Q: 3 clusters Score -1339738 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1339898.250000 Penalty: 4599.564453
	Iteration 4Q: 3 clusters Score -1339898 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1340043.250000 Penalty: 4599.564453
	Iteration 5Q: 3 clusters Score -1340043 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1340170.750000 Penalty: 4599.564453
	Iteration 6Q: 3 clusters Score -1340171 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1340314.625000 Penalty: 4599.564453
	Iteration 7Q: 3 clusters Score -1340315 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1340507.625000 Penalty: 4599.564453
	Iteration 8Q: 3 clusters Score -1340508 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1340709.375000 Penalty: 4599.564453
	Iteration 9Q: 3 clusters Score -1340709 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1340925.000000 Penalty: 4599.564453
	Iteration 10Q: 3 clusters Score -1340925 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1341178.125000 Penalty: 4599.564453
	Iteration 11Q: 3 clusters Score -1341178 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1341403.250000 Penalty: 4599.564453
	Iteration 12Q: 3 clusters Score -1341403 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1341600.625000 Penalty: 4599.564453
	Iteration 13Q: 3 clusters Score -1341601 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1341788.875000 Penalty: 4599.564453
	Iteration 14Q: 3 clusters Score -1341789 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1341960.250000 Penalty: 4599.564453
	Iteration 15Q: 3 clusters Score -1341960 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1342120.750000 Penalty: 4599.564453
	Iteration 16Q: 3 clusters Score -1342121 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1342235.375000 Penalty: 4599.564453
	Iteration 17Q: 3 clusters Score -1342235 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1342328.750000 Penalty: 4599.564453
	Iteration 18Q: 3 clusters Score -1342329 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1342412.625000 Penalty: 4599.564453
	Iteration 19Q: 3 clusters Score -1342413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1342484.250000 Penalty: 4599.564453
	Iteration 20F: 3 clusters Score -1342484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1342542.500000 Penalty: 4599.564453
	Iteration 21Q: 3 clusters Score -1342542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1342620.875000 Penalty: 4599.564453
	Iteration 22Q: 3 clusters Score -1342621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1342684.250000 Penalty: 4599.564453
	Iteration 23Q: 3 clusters Score -1342684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1342739.625000 Penalty: 4599.564453
	Iteration 24Q: 3 clusters Score -1342740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1342767.875000 Penalty: 4599.564453
	Iteration 25Q: 3 clusters Score -1342768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1342789.750000 Penalty: 4599.564453
	Iteration 26Q: 3 clusters Score -1342790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1342810.875000 Penalty: 4599.564453
	Iteration 27Q: 3 clusters Score -1342811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1342834.125000 Penalty: 4599.564453
	Iteration 28Q: 3 clusters Score -1342834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1342857.500000 Penalty: 4599.564453
	Iteration 29Q: 3 clusters Score -1342858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1342873.125000 Penalty: 4599.564453
	Iteration 30Q: 3 clusters Score -1342873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1342896.750000 Penalty: 4599.564453
	Iteration 31Q: 3 clusters Score -1342897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1342918.250000 Penalty: 4599.564453
	Iteration 32Q: 3 clusters Score -1342918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1342936.625000 Penalty: 4599.564453
	Iteration 33Q: 3 clusters Score -1342937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1342953.500000 Penalty: 4599.564453
	Iteration 34Q: 3 clusters Score -1342954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1342972.125000 Penalty: 4599.564453
	Iteration 35Q: 3 clusters Score -1342972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1342981.750000 Penalty: 4599.564453
	Iteration 36Q: 3 clusters Score -1342982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1342991.750000 Penalty: 4599.564453
	Iteration 37Q: 3 clusters Score -1342992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1343003.125000 Penalty: 4599.564453
	Iteration 38Q: 3 clusters Score -1343003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1343014.125000 Penalty: 4599.564453
	Iteration 39Q: 3 clusters Score -1343014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1343031.250000 Penalty: 4599.564453
	Iteration 40F: 3 clusters Score -1343031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1343044.375000 Penalty: 4599.564453
	Iteration 41Q: 3 clusters Score -1343044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1343049.875000 Penalty: 4599.564453
	Iteration 42Q: 3 clusters Score -1343050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1343057.250000 Penalty: 4599.564453
	Iteration 43Q: 3 clusters Score -1343057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1343060.375000 Penalty: 4599.564453
	Iteration 44Q: 3 clusters Score -1343060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1343065.625000 Penalty: 4599.564453
	Iteration 45Q: 3 clusters Score -1343066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1343071.375000 Penalty: 4599.564453
	Iteration 46Q: 3 clusters Score -1343071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1343079.750000 Penalty: 4599.564453
	Iteration 47Q: 3 clusters Score -1343080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1343079.500000 Penalty: 4599.564453
	Iteration 48Q: 3 clusters Score -1343080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1343081.500000 Penalty: 4599.564453
	Iteration 49Q: 3 clusters Score -1343082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1343082.500000 Penalty: 4599.564453
	Iteration 50Q: 3 clusters Score -1343082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1343083.250000 Penalty: 4599.564453
	Iteration 51Q: 3 clusters Score -1343083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1343086.125000 Penalty: 4599.564453
	Iteration 52Q: 3 clusters Score -1343086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1343088.000000 Penalty: 4599.564453
	Iteration 53Q: 3 clusters Score -1343088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1343088.500000 Penalty: 4599.564453
	Iteration 54Q: 3 clusters Score -1343088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1343091.875000 Penalty: 4599.564453
	Iteration 55Q: 3 clusters Score -1343092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1343097.250000 Penalty: 4599.564453
	Iteration 56Q: 3 clusters Score -1343097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1343097.250000 Penalty: 4599.564453
	Iteration 57Q: 3 clusters Score -1343097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1343100.875000 Penalty: 4599.564453
	Iteration 58Q: 3 clusters Score -1343101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1343103.750000 Penalty: 4599.564453
	Iteration 59Q: 3 clusters Score -1343104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1343107.375000 Penalty: 4599.564453
	Iteration 60F: 3 clusters Score -1343107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1343109.500000 Penalty: 4599.564453
	Iteration 61Q: 3 clusters Score -1343110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1343111.750000 Penalty: 4599.564453
	Iteration 62Q: 3 clusters Score -1343112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1343116.750000 Penalty: 4599.564453
	Iteration 63Q: 3 clusters Score -1343117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1343124.375000 Penalty: 4599.564453
	Iteration 64Q: 3 clusters Score -1343124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1343123.625000 Penalty: 4599.564453
	Iteration 65Q: 3 clusters Score -1343124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1343122.125000 Penalty: 4599.564453
	Iteration 66Q: 3 clusters Score -1343122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1343122.750000 Penalty: 4599.564453
	Iteration 67Q: 3 clusters Score -1343123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1343123.750000 Penalty: 4599.564453
	Iteration 68Q: 3 clusters Score -1343124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1343124.125000 Penalty: 4599.564453
	Iteration 69Q: 3 clusters Score -1343124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1343124.625000 Penalty: 4599.564453
	Iteration 70Q: 3 clusters Score -1343125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1343124.000000 Penalty: 4599.564453
	Iteration 71Q: 3 clusters Score -1343124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1343126.000000 Penalty: 4599.564453
	Iteration 72Q: 3 clusters Score -1343126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1343126.000000 Penalty: 4599.564453
	Iteration 73F: 3 clusters Score -1343126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Entering Unmasked Estep 
Score: -2761019.000000 Penalty: 2472.879150
	Iteration 0F: 2 clusters Score -2761019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2745877.250000 Penalty: 4945.758301
	Iteration 0F: 3 clusters Score -2745877 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2751295.500000 Penalty: 4945.758301
	Iteration 1F: 3 clusters Score -2751296 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2752492.500000 Penalty: 4945.758301
	Iteration 2F: 3 clusters Score -2752492 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2753969.250000 Penalty: 4945.758301
	Iteration 3F: 3 clusters Score -2753969 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2755530.500000 Penalty: 4945.758301
	Iteration 4F: 3 clusters Score -2755530 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2757076.500000 Penalty: 4945.758301
	Iteration 5F: 3 clusters Score -2757076 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2758355.750000 Penalty: 4945.758301
	Iteration 6F: 3 clusters Score -2758356 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2759260.250000 Penalty: 4945.758301
	Iteration 7F: 3 clusters Score -2759260 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2759897.000000 Penalty: 4945.758301
	Iteration 8Q: 3 clusters Score -2759897 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2760331.000000 Penalty: 4945.758301
	Iteration 9Q: 3 clusters Score -2760331 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2760621.000000 Penalty: 4945.758301
	Iteration 10Q: 3 clusters Score -2760621 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2760805.250000 Penalty: 4945.758301
	Iteration 11Q: 3 clusters Score -2760805 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2760945.000000 Penalty: 4945.758301
	Iteration 12Q: 3 clusters Score -2760945 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2761053.500000 Penalty: 4945.758301
	Iteration 13Q: 3 clusters Score -2761054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2761131.500000 Penalty: 4945.758301
	Iteration 14Q: 3 clusters Score -2761132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2761151.000000 Penalty: 4945.758301
	Iteration 15Q: 3 clusters Score -2761151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2761187.750000 Penalty: 4945.758301
	Iteration 16Q: 3 clusters Score -2761188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2761184.250000 Penalty: 4945.758301
	Iteration 17Q: 3 clusters Score -2761184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2761200.500000 Penalty: 4945.758301
	Iteration 18Q: 3 clusters Score -2761200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2761212.500000 Penalty: 4945.758301
	Iteration 19Q: 3 clusters Score -2761212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2761214.500000 Penalty: 4945.758301
	Iteration 20F: 3 clusters Score -2761214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2761219.750000 Penalty: 4945.758301
	Iteration 21Q: 3 clusters Score -2761220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2761226.500000 Penalty: 4945.758301
	Iteration 22Q: 3 clusters Score -2761226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2761238.250000 Penalty: 4945.758301
	Iteration 23Q: 3 clusters Score -2761238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2761238.750000 Penalty: 4945.758301
	Iteration 24Q: 3 clusters Score -2761239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2761237.250000 Penalty: 4945.758301
	Iteration 25Q: 3 clusters Score -2761237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2761239.750000 Penalty: 4945.758301
	Iteration 26Q: 3 clusters Score -2761240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2761240.750000 Penalty: 4945.758301
	Iteration 27Q: 3 clusters Score -2761241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2761241.500000 Penalty: 4945.758301
	Iteration 28Q: 3 clusters Score -2761242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2761238.750000 Penalty: 4945.758301
	Iteration 29Q: 3 clusters Score -2761239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2761241.000000 Penalty: 4945.758301
	Iteration 30Q: 3 clusters Score -2761241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2761238.250000 Penalty: 4945.758301
	Iteration 31Q: 3 clusters Score -2761238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2761234.250000 Penalty: 4945.758301
	Iteration 32Q: 3 clusters Score -2761234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2761237.750000 Penalty: 4945.758301
	Iteration 33Q: 3 clusters Score -2761238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2761238.750000 Penalty: 4945.758301
	Iteration 34Q: 3 clusters Score -2761239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2761240.500000 Penalty: 4945.758301
	Iteration 35Q: 3 clusters Score -2761240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2761239.750000 Penalty: 4945.758301
	Iteration 36Q: 3 clusters Score -2761240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2761239.500000 Penalty: 4945.758301
	Iteration 37Q: 3 clusters Score -2761240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2761236.250000 Penalty: 4945.758301
	Iteration 38Q: 3 clusters Score -2761236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2761234.750000 Penalty: 4945.758301
	Iteration 39Q: 3 clusters Score -2761235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2761234.750000 Penalty: 4945.758301
	Iteration 40F: 3 clusters Score -2761235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2761236.000000 Penalty: 4945.758301
	Iteration 41Q: 3 clusters Score -2761236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2761237.250000 Penalty: 4945.758301
	Iteration 42Q: 3 clusters Score -2761237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2761236.000000 Penalty: 4945.758301
	Iteration 43Q: 3 clusters Score -2761236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2761236.000000 Penalty: 4945.758301
	Iteration 44F: 3 clusters Score -2761236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 94210 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 298999 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 242619 members 
Mstep: Class 19 contains 76183 members 
Entering Unmasked Estep 
Score: -116027992.000000 Penalty: 61322.281250
Splitting cluster 5 changes total score from -116027888.000000 to -116027992.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -399077.625000 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -399077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -395795.906250 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -395795.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -396431.875000 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -396431.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -396567.562500 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -396567.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -396649.593750 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -396649.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -396701.812500 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -396701.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -396743.843750 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -396743.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396765.312500 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -396765.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396778.843750 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -396778.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -396790.562500 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -396790.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -396800.093750 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -396800.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -396808.375000 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -396808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -396816.281250 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -396816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396824.906250 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -396824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -396830.625000 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -396830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -396835.875000 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -396835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -396839.968750 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -396840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396842.906250 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -396842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396846.406250 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -396846.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -396851.500000 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -396851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396856.031250 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -396856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -396860.343750 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -396860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396862.656250 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -396862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396863.531250 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -396863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -396864.062500 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -396864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -396866.281250 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -396866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396866.781250 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -396866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396868.531250 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -396868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396868.968750 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -396869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396869.531250 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -396869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396870.906250 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -396870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396872.281250 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -396872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396872.375000 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -396872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396872.375000 Penalty: 3969.336182
	Iteration 32F: 3 clusters Score -396872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (298999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298999 members 
Entering Unmasked Estep 
Score: -38010304.000000 Penalty: 3126.832520
	Iteration 0F: 2 clusters Score -3.80103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -37836020.000000 Penalty: 6253.665039
	Iteration 0F: 3 clusters Score -3.783602e+07 nChanged 144714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -37922484.000000 Penalty: 6253.665039
	Iteration 1F: 3 clusters Score -3.792248e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 138198 members 
Entering Unmasked Estep 
Score: -37923960.000000 Penalty: 6253.665039
	Iteration 2Q: 3 clusters Score -3.792396e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -37926092.000000 Penalty: 6253.665039
	Iteration 3Q: 3 clusters Score -3.792609e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -37929684.000000 Penalty: 6253.665039
	Iteration 4Q: 3 clusters Score -3.792968e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -37936168.000000 Penalty: 6253.665039
	Iteration 5Q: 3 clusters Score -3.793617e+07 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208819 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -37947124.000000 Penalty: 6253.665039
	Iteration 6F: 3 clusters Score -3.794712e+07 nChanged 24868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233565 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -37965052.000000 Penalty: 6253.665039
	Iteration 7F: 3 clusters Score -3.796505e+07 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259377 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -37984204.000000 Penalty: 6253.665039
	Iteration 8F: 3 clusters Score -3.79842e+07 nChanged 19195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278556 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -37996972.000000 Penalty: 6253.665039
	Iteration 9F: 3 clusters Score -3.799697e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288865 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -38002012.000000 Penalty: 6253.665039
	Iteration 10Q: 3 clusters Score -3.800201e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293517 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -38004052.000000 Penalty: 6253.665039
	Iteration 11Q: 3 clusters Score -3.800405e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295615 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -38005560.000000 Penalty: 6253.665039
	Iteration 12Q: 3 clusters Score -3.800556e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296650 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -38006316.000000 Penalty: 6253.665039
	Iteration 13Q: 3 clusters Score -3.800632e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297202 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -38006724.000000 Penalty: 6253.665039
	Iteration 14Q: 3 clusters Score -3.800672e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297509 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -38007000.000000 Penalty: 6253.665039
	Iteration 15Q: 3 clusters Score -3.8007e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297717 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -38007140.000000 Penalty: 6253.665039
	Iteration 16Q: 3 clusters Score -3.800714e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -38007220.000000 Penalty: 6253.665039
	Iteration 17Q: 3 clusters Score -3.800722e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297932 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -38007324.000000 Penalty: 6253.665039
	Iteration 18Q: 3 clusters Score -3.800732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297980 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -38007380.000000 Penalty: 6253.665039
	Iteration 19Q: 3 clusters Score -3.800738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298007 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -38007412.000000 Penalty: 6253.665039
	Iteration 20F: 3 clusters Score -3.800741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298034 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -38007436.000000 Penalty: 6253.665039
	Iteration 21Q: 3 clusters Score -3.800744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298053 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -38007472.000000 Penalty: 6253.665039
	Iteration 22Q: 3 clusters Score -3.800747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298071 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -38007468.000000 Penalty: 6253.665039
	Iteration 23Q: 3 clusters Score -3.800747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298081 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -38007480.000000 Penalty: 6253.665039
	Iteration 24Q: 3 clusters Score -3.800748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298091 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -38007464.000000 Penalty: 6253.665039
	Iteration 25Q: 3 clusters Score -3.800746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298107 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -38007496.000000 Penalty: 6253.665039
	Iteration 26Q: 3 clusters Score -3.80075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298120 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -38007492.000000 Penalty: 6253.665039
	Iteration 27Q: 3 clusters Score -3.800749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298128 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -38007460.000000 Penalty: 6253.665039
	Iteration 28Q: 3 clusters Score -3.800746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298129 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -38007492.000000 Penalty: 6253.665039
	Iteration 29Q: 3 clusters Score -3.800749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298131 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -38007504.000000 Penalty: 6253.665039
	Iteration 30Q: 3 clusters Score -3.80075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298133 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -38007512.000000 Penalty: 6253.665039
	Iteration 31Q: 3 clusters Score -3.800751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298133 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -38007500.000000 Penalty: 6253.665039
	Iteration 32Q: 3 clusters Score -3.80075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -38007500.000000 Penalty: 6253.665039
	Iteration 33Q: 3 clusters Score -3.80075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -38007496.000000 Penalty: 6253.665039
	Iteration 34Q: 3 clusters Score -3.80075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -38007496.000000 Penalty: 6253.665039
	Iteration 35F: 3 clusters Score -3.80075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -296993.375000 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -296993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294080.062500 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -294080.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -294652.187500 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -294652.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294790.968750 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -294791 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -294873.656250 Penalty: 3874.135986
	Iteration 3Q: 3 clusters Score -294873.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -294942.500000 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -294942.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294996.468750 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -294996.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295048.375000 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -295048.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295110.000000 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -295110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295155.281250 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -295155.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -295189.281250 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -295189.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295214.281250 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -295214.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295237.750000 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -295237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295257.218750 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -295257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -295269.843750 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -295269.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295281.125000 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -295281.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -295296.312500 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -295296.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -295318.000000 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -295318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295348.343750 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -295348.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -295370.343750 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -295370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -295378.375000 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -295378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -295385.625000 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -295385.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -295389.718750 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -295389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -295394.562500 Penalty: 3874.135986
	Iteration 22Q: 3 clusters Score -295394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -295400.625000 Penalty: 3874.135986
	Iteration 23Q: 3 clusters Score -295400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -295406.937500 Penalty: 3874.135986
	Iteration 24Q: 3 clusters Score -295406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295411.875000 Penalty: 3874.135986
	Iteration 25Q: 3 clusters Score -295411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -295414.968750 Penalty: 3874.135986
	Iteration 26Q: 3 clusters Score -295415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295416.656250 Penalty: 3874.135986
	Iteration 27Q: 3 clusters Score -295416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295418.187500 Penalty: 3874.135986
	Iteration 28Q: 3 clusters Score -295418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -295420.968750 Penalty: 3874.135986
	Iteration 29Q: 3 clusters Score -295421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -295425.562500 Penalty: 3874.135986
	Iteration 30Q: 3 clusters Score -295425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295432.281250 Penalty: 3874.135986
	Iteration 31Q: 3 clusters Score -295432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -295438.031250 Penalty: 3874.135986
	Iteration 32Q: 3 clusters Score -295438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295441.468750 Penalty: 3874.135986
	Iteration 33Q: 3 clusters Score -295441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295442.687500 Penalty: 3874.135986
	Iteration 34Q: 3 clusters Score -295442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295445.375000 Penalty: 3874.135986
	Iteration 35Q: 3 clusters Score -295445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -295448.406250 Penalty: 3874.135986
	Iteration 36Q: 3 clusters Score -295448.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295452.093750 Penalty: 3874.135986
	Iteration 37Q: 3 clusters Score -295452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -295452.593750 Penalty: 3874.135986
	Iteration 38Q: 3 clusters Score -295452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295455.000000 Penalty: 3874.135986
	Iteration 39Q: 3 clusters Score -295455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -295456.781250 Penalty: 3874.135986
	Iteration 40F: 3 clusters Score -295456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -295458.000000 Penalty: 3874.135986
	Iteration 41Q: 3 clusters Score -295458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -295458.000000 Penalty: 3874.135986
	Iteration 42F: 3 clusters Score -295458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Entering Unmasked Estep 
Score: -5430926.000000 Penalty: 2647.682373
	Iteration 0F: 2 clusters Score -5430926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5401564.500000 Penalty: 5295.364746
	Iteration 0F: 3 clusters Score -5401564 nChanged 19829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5412638.500000 Penalty: 5295.364746
	Iteration 1F: 3 clusters Score -5412638 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5413185.000000 Penalty: 5295.364746
	Iteration 2Q: 3 clusters Score -5413185 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5413814.000000 Penalty: 5295.364746
	Iteration 3Q: 3 clusters Score -5413814 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5414704.000000 Penalty: 5295.364746
	Iteration 4Q: 3 clusters Score -5414704 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5415912.000000 Penalty: 5295.364746
	Iteration 5F: 3 clusters Score -5415912 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5417549.000000 Penalty: 5295.364746
	Iteration 6F: 3 clusters Score -5417549 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -5419462.500000 Penalty: 5295.364746
	Iteration 7F: 3 clusters Score -5419462 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5421428.500000 Penalty: 5295.364746
	Iteration 8F: 3 clusters Score -5421428 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5423217.500000 Penalty: 5295.364746
	Iteration 9F: 3 clusters Score -5423218 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5424629.500000 Penalty: 5295.364746
	Iteration 10Q: 3 clusters Score -5424630 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5425841.500000 Penalty: 5295.364746
	Iteration 11Q: 3 clusters Score -5425842 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5426896.000000 Penalty: 5295.364746
	Iteration 12Q: 3 clusters Score -5426896 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5427585.500000 Penalty: 5295.364746
	Iteration 13Q: 3 clusters Score -5427586 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5428031.500000 Penalty: 5295.364746
	Iteration 14Q: 3 clusters Score -5428032 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -5428238.500000 Penalty: 5295.364746
	Iteration 15Q: 3 clusters Score -5428238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5428379.500000 Penalty: 5295.364746
	Iteration 16Q: 3 clusters Score -5428380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5428446.500000 Penalty: 5295.364746
	Iteration 17Q: 3 clusters Score -5428446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5428490.500000 Penalty: 5295.364746
	Iteration 18Q: 3 clusters Score -5428490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5428512.000000 Penalty: 5295.364746
	Iteration 19Q: 3 clusters Score -5428512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5428540.500000 Penalty: 5295.364746
	Iteration 20F: 3 clusters Score -5428540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5428580.500000 Penalty: 5295.364746
	Iteration 21Q: 3 clusters Score -5428580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5428602.500000 Penalty: 5295.364746
	Iteration 22Q: 3 clusters Score -5428602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5428615.000000 Penalty: 5295.364746
	Iteration 23Q: 3 clusters Score -5428615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5428630.500000 Penalty: 5295.364746
	Iteration 24Q: 3 clusters Score -5428630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -5428631.500000 Penalty: 5295.364746
	Iteration 25Q: 3 clusters Score -5428632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5428631.000000 Penalty: 5295.364746
	Iteration 26Q: 3 clusters Score -5428631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5428636.000000 Penalty: 5295.364746
	Iteration 27Q: 3 clusters Score -5428636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5428635.500000 Penalty: 5295.364746
	Iteration 28Q: 3 clusters Score -5428636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5428635.500000 Penalty: 5295.364746
	Iteration 29F: 3 clusters Score -5428636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -997657.937500 Penalty: 2233.157715
	Iteration 0F: 2 clusters Score -997657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -991265.750000 Penalty: 4466.315430
	Iteration 0F: 3 clusters Score -991265.8 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -993247.875000 Penalty: 4466.315430
	Iteration 1F: 3 clusters Score -993247.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -993852.812500 Penalty: 4466.315430
	Iteration 2F: 3 clusters Score -993852.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -994409.312500 Penalty: 4466.315430
	Iteration 3F: 3 clusters Score -994409.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -994983.562500 Penalty: 4466.315430
	Iteration 4F: 3 clusters Score -994983.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -995468.000000 Penalty: 4466.315430
	Iteration 5F: 3 clusters Score -995468 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -995832.312500 Penalty: 4466.315430
	Iteration 6F: 3 clusters Score -995832.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -996032.437500 Penalty: 4466.315430
	Iteration 7Q: 3 clusters Score -996032.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -996128.625000 Penalty: 4466.315430
	Iteration 8Q: 3 clusters Score -996128.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -996174.312500 Penalty: 4466.315430
	Iteration 9Q: 3 clusters Score -996174.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -996197.562500 Penalty: 4466.315430
	Iteration 10Q: 3 clusters Score -996197.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -996212.562500 Penalty: 4466.315430
	Iteration 11Q: 3 clusters Score -996212.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -996221.500000 Penalty: 4466.315430
	Iteration 12Q: 3 clusters Score -996221.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -996228.812500 Penalty: 4466.315430
	Iteration 13Q: 3 clusters Score -996228.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -996235.750000 Penalty: 4466.315430
	Iteration 14Q: 3 clusters Score -996235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -996237.500000 Penalty: 4466.315430
	Iteration 15Q: 3 clusters Score -996237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -996241.812500 Penalty: 4466.315430
	Iteration 16Q: 3 clusters Score -996241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -996243.625000 Penalty: 4466.315430
	Iteration 17Q: 3 clusters Score -996243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -996244.500000 Penalty: 4466.315430
	Iteration 18Q: 3 clusters Score -996244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -996245.062500 Penalty: 4466.315430
	Iteration 19Q: 3 clusters Score -996245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -996245.437500 Penalty: 4466.315430
	Iteration 20F: 3 clusters Score -996245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -996249.312500 Penalty: 4466.315430
	Iteration 21Q: 3 clusters Score -996249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -996249.437500 Penalty: 4466.315430
	Iteration 22Q: 3 clusters Score -996249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -996250.000000 Penalty: 4466.315430
	Iteration 23Q: 3 clusters Score -996250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -996252.125000 Penalty: 4466.315430
	Iteration 24Q: 3 clusters Score -996252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -996255.187500 Penalty: 4466.315430
	Iteration 25Q: 3 clusters Score -996255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -996252.875000 Penalty: 4466.315430
	Iteration 26Q: 3 clusters Score -996252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -996252.875000 Penalty: 4466.315430
	Iteration 27F: 3 clusters Score -996252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Entering Unmasked Estep 
Score: -2966542.000000 Penalty: 2489.721191
	Iteration 0F: 2 clusters Score -2966542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2950583.500000 Penalty: 4979.442383
	Iteration 0F: 3 clusters Score -2950584 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2956001.000000 Penalty: 4979.442383
	Iteration 1F: 3 clusters Score -2956001 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2956464.250000 Penalty: 4979.442383
	Iteration 2F: 3 clusters Score -2956464 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2956878.250000 Penalty: 4979.442383
	Iteration 3Q: 3 clusters Score -2956878 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2957253.750000 Penalty: 4979.442383
	Iteration 4Q: 3 clusters Score -2957254 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2957612.250000 Penalty: 4979.442383
	Iteration 5Q: 3 clusters Score -2957612 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2957979.500000 Penalty: 4979.442383
	Iteration 6Q: 3 clusters Score -2957980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2958350.500000 Penalty: 4979.442383
	Iteration 7Q: 3 clusters Score -2958350 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2958784.750000 Penalty: 4979.442383
	Iteration 8Q: 3 clusters Score -2958785 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2959300.500000 Penalty: 4979.442383
	Iteration 9Q: 3 clusters Score -2959300 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2959940.500000 Penalty: 4979.442383
	Iteration 10Q: 3 clusters Score -2959940 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2960723.250000 Penalty: 4979.442383
	Iteration 11F: 3 clusters Score -2960723 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2961493.250000 Penalty: 4979.442383
	Iteration 12F: 3 clusters Score -2961493 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2961999.750000 Penalty: 4979.442383
	Iteration 13Q: 3 clusters Score -2962000 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2962269.000000 Penalty: 4979.442383
	Iteration 14Q: 3 clusters Score -2962269 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2962408.750000 Penalty: 4979.442383
	Iteration 15Q: 3 clusters Score -2962409 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2962500.500000 Penalty: 4979.442383
	Iteration 16Q: 3 clusters Score -2962500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2962571.500000 Penalty: 4979.442383
	Iteration 17Q: 3 clusters Score -2962572 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2962619.250000 Penalty: 4979.442383
	Iteration 18Q: 3 clusters Score -2962619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2962671.500000 Penalty: 4979.442383
	Iteration 19Q: 3 clusters Score -2962672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2962704.000000 Penalty: 4979.442383
	Iteration 20F: 3 clusters Score -2962704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2962725.500000 Penalty: 4979.442383
	Iteration 21Q: 3 clusters Score -2962726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2962747.750000 Penalty: 4979.442383
	Iteration 22Q: 3 clusters Score -2962748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2962766.500000 Penalty: 4979.442383
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2962780 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2962808 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2962820 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2962834 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2962840 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2962855 nChanged 38
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Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2962885 nChanged 44
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Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2962904 nChanged 33
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Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8296 members 
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Mstep: Class 2 contains 8245 members 
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Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7950 members 
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Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 7879 members 
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Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 7801 members 
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Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 7714 members 
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Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 7638 members 
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Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 7557 members 
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Mstep: Class 1 contains 15420 members 
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Mstep: Class 1 contains 15488 members 
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Mstep: Class 1 contains 15560 members 
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Mstep: Class 1 contains 15624 members 
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Mstep: Class 1 contains 17180 members 
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Mstep: Class 1 contains 17275 members 
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Mstep: Class 1 contains 17366 members 
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Mstep: Class 1 contains 17461 members 
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Mstep: Class 1 contains 17767 members 
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Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 5033 members 
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Mstep: Class 1 contains 17968 members 
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Mstep: Class 1 contains 19402 members 
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Mstep: Class 1 contains 19587 members 
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	Iteration 106Q: 3 clusters Score -2963975 nChanged 86
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Mstep: Class 1 contains 19671 members 
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	Iteration 108Q: 3 clusters Score -2964020 nChanged 79
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Mstep: Class 1 contains 19830 members 
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	Iteration 109Q: 3 clusters Score -2964037 nChanged 57
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Mstep: Class 1 contains 19887 members 
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Mstep: Class 1 contains 19933 members 
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Mstep: Class 1 contains 19984 members 
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	Iteration 112Q: 3 clusters Score -2964068 nChanged 52
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	Iteration 113Q: 3 clusters Score -2964076 nChanged 52
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Mstep: Class 1 contains 20130 members 
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Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2964104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2964124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2964130.750000 Penalty: 4979.442383
	Iteration 118Q: 3 clusters Score -2964131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2964145.500000 Penalty: 4979.442383
	Iteration 119Q: 3 clusters Score -2964146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2964154.750000 Penalty: 4979.442383
	Iteration 120F: 3 clusters Score -2964155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2964154.500000 Penalty: 4979.442383
	Iteration 121Q: 3 clusters Score -2964154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2964168.250000 Penalty: 4979.442383
	Iteration 122Q: 3 clusters Score -2964168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2964176.250000 Penalty: 4979.442383
	Iteration 123Q: 3 clusters Score -2964176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2964186.500000 Penalty: 4979.442383
	Iteration 124Q: 3 clusters Score -2964186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2964204.250000 Penalty: 4979.442383
	Iteration 125Q: 3 clusters Score -2964204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2964214.750000 Penalty: 4979.442383
	Iteration 126Q: 3 clusters Score -2964215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2964220.500000 Penalty: 4979.442383
	Iteration 127Q: 3 clusters Score -2964220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2964229.250000 Penalty: 4979.442383
	Iteration 128Q: 3 clusters Score -2964229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2964240.750000 Penalty: 4979.442383
	Iteration 129Q: 3 clusters Score -2964241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2964249.500000 Penalty: 4979.442383
	Iteration 130Q: 3 clusters Score -2964250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2964256.750000 Penalty: 4979.442383
	Iteration 131Q: 3 clusters Score -2964257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2964268.000000 Penalty: 4979.442383
	Iteration 132Q: 3 clusters Score -2964268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2964282.000000 Penalty: 4979.442383
	Iteration 133Q: 3 clusters Score -2964282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2964292.750000 Penalty: 4979.442383
	Iteration 134Q: 3 clusters Score -2964293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2964301.000000 Penalty: 4979.442383
	Iteration 135Q: 3 clusters Score -2964301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2964304.500000 Penalty: 4979.442383
	Iteration 136Q: 3 clusters Score -2964304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2964308.250000 Penalty: 4979.442383
	Iteration 137Q: 3 clusters Score -2964308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2964300.750000 Penalty: 4979.442383
	Iteration 138Q: 3 clusters Score -2964301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2964308.250000 Penalty: 4979.442383
	Iteration 139Q: 3 clusters Score -2964308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2964309.250000 Penalty: 4979.442383
	Iteration 140F: 3 clusters Score -2964309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2964322.250000 Penalty: 4979.442383
	Iteration 141Q: 3 clusters Score -2964322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2964327.250000 Penalty: 4979.442383
	Iteration 142Q: 3 clusters Score -2964327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2964327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2964334.250000 Penalty: 4979.442383
	Iteration 144Q: 3 clusters Score -2964334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2964346.000000 Penalty: 4979.442383
	Iteration 145Q: 3 clusters Score -2964346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2964357.500000 Penalty: 4979.442383
	Iteration 146Q: 3 clusters Score -2964358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2964362.750000 Penalty: 4979.442383
	Iteration 147Q: 3 clusters Score -2964363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2964375.000000 Penalty: 4979.442383
	Iteration 148Q: 3 clusters Score -2964375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2964385.750000 Penalty: 4979.442383
	Iteration 149Q: 3 clusters Score -2964386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2964403.250000 Penalty: 4979.442383
	Iteration 150Q: 3 clusters Score -2964403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2964404.500000 Penalty: 4979.442383
	Iteration 151Q: 3 clusters Score -2964404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2964415.000000 Penalty: 4979.442383
	Iteration 152Q: 3 clusters Score -2964415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2964426.500000 Penalty: 4979.442383
	Iteration 153Q: 3 clusters Score -2964426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2964429.250000 Penalty: 4979.442383
	Iteration 154Q: 3 clusters Score -2964429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2964430.500000 Penalty: 4979.442383
	Iteration 155Q: 3 clusters Score -2964430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2964434.500000 Penalty: 4979.442383
	Iteration 156Q: 3 clusters Score -2964434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2964438.250000 Penalty: 4979.442383
	Iteration 157Q: 3 clusters Score -2964438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2964437.750000 Penalty: 4979.442383
	Iteration 158Q: 3 clusters Score -2964438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2964442.500000 Penalty: 4979.442383
	Iteration 159Q: 3 clusters Score -2964442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2964453.500000 Penalty: 4979.442383
	Iteration 160F: 3 clusters Score -2964454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2964463.250000 Penalty: 4979.442383
	Iteration 161Q: 3 clusters Score -2964463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2964464.000000 Penalty: 4979.442383
	Iteration 162Q: 3 clusters Score -2964464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2964473.750000 Penalty: 4979.442383
	Iteration 163Q: 3 clusters Score -2964474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2964484.250000 Penalty: 4979.442383
	Iteration 164Q: 3 clusters Score -2964484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2964483.000000 Penalty: 4979.442383
	Iteration 165Q: 3 clusters Score -2964483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2964486.250000 Penalty: 4979.442383
	Iteration 166Q: 3 clusters Score -2964486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2964490.000000 Penalty: 4979.442383
	Iteration 167Q: 3 clusters Score -2964490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2964497.750000 Penalty: 4979.442383
	Iteration 168Q: 3 clusters Score -2964498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2964499.000000 Penalty: 4979.442383
	Iteration 169Q: 3 clusters Score -2964499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2964511.000000 Penalty: 4979.442383
	Iteration 170Q: 3 clusters Score -2964511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2964515.250000 Penalty: 4979.442383
	Iteration 171Q: 3 clusters Score -2964515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2964513.750000 Penalty: 4979.442383
	Iteration 172Q: 3 clusters Score -2964514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2964520.000000 Penalty: 4979.442383
	Iteration 173Q: 3 clusters Score -2964520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2964518.000000 Penalty: 4979.442383
	Iteration 174Q: 3 clusters Score -2964518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2964520.500000 Penalty: 4979.442383
	Iteration 175Q: 3 clusters Score -2964520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2964523.000000 Penalty: 4979.442383
	Iteration 176Q: 3 clusters Score -2964523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2964527.500000 Penalty: 4979.442383
	Iteration 177Q: 3 clusters Score -2964528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2964526.250000 Penalty: 4979.442383
	Iteration 178Q: 3 clusters Score -2964526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2964528.500000 Penalty: 4979.442383
	Iteration 179Q: 3 clusters Score -2964528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2964531.750000 Penalty: 4979.442383
	Iteration 180F: 3 clusters Score -2964532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2964531.000000 Penalty: 4979.442383
	Iteration 181Q: 3 clusters Score -2964531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2964531.000000 Penalty: 4979.442383
	Iteration 182Q: 3 clusters Score -2964531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2964534.250000 Penalty: 4979.442383
	Iteration 183Q: 3 clusters Score -2964534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2964531.250000 Penalty: 4979.442383
	Iteration 184Q: 3 clusters Score -2964531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2964535.000000 Penalty: 4979.442383
	Iteration 185Q: 3 clusters Score -2964535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2964537.750000 Penalty: 4979.442383
	Iteration 186Q: 3 clusters Score -2964538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2964537.000000 Penalty: 4979.442383
	Iteration 187Q: 3 clusters Score -2964537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2964540.750000 Penalty: 4979.442383
	Iteration 188Q: 3 clusters Score -2964541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2964542.000000 Penalty: 4979.442383
	Iteration 189Q: 3 clusters Score -2964542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2964542.250000 Penalty: 4979.442383
	Iteration 190Q: 3 clusters Score -2964542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2964544.500000 Penalty: 4979.442383
	Iteration 191Q: 3 clusters Score -2964544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2964551.250000 Penalty: 4979.442383
	Iteration 192Q: 3 clusters Score -2964551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2964549.250000 Penalty: 4979.442383
	Iteration 193Q: 3 clusters Score -2964549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2964545.750000 Penalty: 4979.442383
	Iteration 194Q: 3 clusters Score -2964546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2964549.250000 Penalty: 4979.442383
	Iteration 195Q: 3 clusters Score -2964549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2964549.250000 Penalty: 4979.442383
	Iteration 196F: 3 clusters Score -2964549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -2318166.250000 Penalty: 2425.879395
	Iteration 0F: 2 clusters Score -2318166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2305559.250000 Penalty: 4851.758789
	Iteration 0F: 3 clusters Score -2305559 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2309742.500000 Penalty: 4851.758789
	Iteration 1F: 3 clusters Score -2309742 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2310198.750000 Penalty: 4851.758789
	Iteration 2F: 3 clusters Score -2310199 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2310548.750000 Penalty: 4851.758789
	Iteration 3Q: 3 clusters Score -2310549 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2310872.750000 Penalty: 4851.758789
	Iteration 4Q: 3 clusters Score -2310873 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2311158.000000 Penalty: 4851.758789
	Iteration 5Q: 3 clusters Score -2311158 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2311488.750000 Penalty: 4851.758789
	Iteration 6Q: 3 clusters Score -2311489 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2311815.000000 Penalty: 4851.758789
	Iteration 7Q: 3 clusters Score -2311815 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2312187.000000 Penalty: 4851.758789
	Iteration 8Q: 3 clusters Score -2312187 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2312656.000000 Penalty: 4851.758789
	Iteration 9Q: 3 clusters Score -2312656 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2313170.500000 Penalty: 4851.758789
	Iteration 10Q: 3 clusters Score -2313170 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2313609.000000 Penalty: 4851.758789
	Iteration 11Q: 3 clusters Score -2313609 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2313916.000000 Penalty: 4851.758789
	Iteration 12Q: 3 clusters Score -2313916 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2314066.500000 Penalty: 4851.758789
	Iteration 13Q: 3 clusters Score -2314066 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2314163.750000 Penalty: 4851.758789
	Iteration 14Q: 3 clusters Score -2314164 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2314235.750000 Penalty: 4851.758789
	Iteration 15Q: 3 clusters Score -2314236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2314280.250000 Penalty: 4851.758789
	Iteration 16Q: 3 clusters Score -2314280 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2314332.000000 Penalty: 4851.758789
	Iteration 17Q: 3 clusters Score -2314332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2314385.000000 Penalty: 4851.758789
	Iteration 18Q: 3 clusters Score -2314385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2314432.750000 Penalty: 4851.758789
	Iteration 19Q: 3 clusters Score -2314433 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2314479.750000 Penalty: 4851.758789
	Iteration 20F: 3 clusters Score -2314480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2314531.250000 Penalty: 4851.758789
	Iteration 21Q: 3 clusters Score -2314531 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2314572.500000 Penalty: 4851.758789
	Iteration 22Q: 3 clusters Score -2314572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2314624.000000 Penalty: 4851.758789
	Iteration 23Q: 3 clusters Score -2314624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2314673.750000 Penalty: 4851.758789
	Iteration 24Q: 3 clusters Score -2314674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2314705.000000 Penalty: 4851.758789
	Iteration 25Q: 3 clusters Score -2314705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2314762.000000 Penalty: 4851.758789
	Iteration 26Q: 3 clusters Score -2314762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2314806.500000 Penalty: 4851.758789
	Iteration 27Q: 3 clusters Score -2314806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2314844.250000 Penalty: 4851.758789
	Iteration 28Q: 3 clusters Score -2314844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2314879.500000 Penalty: 4851.758789
	Iteration 29Q: 3 clusters Score -2314880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2314926.250000 Penalty: 4851.758789
	Iteration 30Q: 3 clusters Score -2314926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2314968.750000 Penalty: 4851.758789
	Iteration 31Q: 3 clusters Score -2314969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2315009.500000 Penalty: 4851.758789
	Iteration 32Q: 3 clusters Score -2315010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2315062.750000 Penalty: 4851.758789
	Iteration 33Q: 3 clusters Score -2315063 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2315100.000000 Penalty: 4851.758789
	Iteration 34Q: 3 clusters Score -2315100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2315137.250000 Penalty: 4851.758789
	Iteration 35Q: 3 clusters Score -2315137 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2315175.750000 Penalty: 4851.758789
	Iteration 36Q: 3 clusters Score -2315176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2315213.250000 Penalty: 4851.758789
	Iteration 37Q: 3 clusters Score -2315213 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2315247.750000 Penalty: 4851.758789
	Iteration 38Q: 3 clusters Score -2315248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2315282.250000 Penalty: 4851.758789
	Iteration 39Q: 3 clusters Score -2315282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2315308.000000 Penalty: 4851.758789
	Iteration 40F: 3 clusters Score -2315308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2315351.250000 Penalty: 4851.758789
	Iteration 41Q: 3 clusters Score -2315351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2315384.000000 Penalty: 4851.758789
	Iteration 42Q: 3 clusters Score -2315384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2315419.250000 Penalty: 4851.758789
	Iteration 43Q: 3 clusters Score -2315419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2315454.250000 Penalty: 4851.758789
	Iteration 44Q: 3 clusters Score -2315454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2315492.500000 Penalty: 4851.758789
	Iteration 45Q: 3 clusters Score -2315492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2315518.500000 Penalty: 4851.758789
	Iteration 46Q: 3 clusters Score -2315518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2315553.000000 Penalty: 4851.758789
	Iteration 47Q: 3 clusters Score -2315553 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2315586.500000 Penalty: 4851.758789
	Iteration 48Q: 3 clusters Score -2315586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2315632.250000 Penalty: 4851.758789
	Iteration 49Q: 3 clusters Score -2315632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2315688.750000 Penalty: 4851.758789
	Iteration 50Q: 3 clusters Score -2315689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2315718.500000 Penalty: 4851.758789
	Iteration 51Q: 3 clusters Score -2315718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2315759.250000 Penalty: 4851.758789
	Iteration 52Q: 3 clusters Score -2315759 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2315788.250000 Penalty: 4851.758789
	Iteration 53Q: 3 clusters Score -2315788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2315814.500000 Penalty: 4851.758789
	Iteration 54Q: 3 clusters Score -2315814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2315841.000000 Penalty: 4851.758789
	Iteration 55Q: 3 clusters Score -2315841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2315860.250000 Penalty: 4851.758789
	Iteration 56Q: 3 clusters Score -2315860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2315880.500000 Penalty: 4851.758789
	Iteration 57Q: 3 clusters Score -2315880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2315886.250000 Penalty: 4851.758789
	Iteration 58Q: 3 clusters Score -2315886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2315890.750000 Penalty: 4851.758789
	Iteration 59Q: 3 clusters Score -2315891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2315904.250000 Penalty: 4851.758789
	Iteration 60F: 3 clusters Score -2315904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2315915.750000 Penalty: 4851.758789
	Iteration 61Q: 3 clusters Score -2315916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2315923.500000 Penalty: 4851.758789
	Iteration 62Q: 3 clusters Score -2315924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2315936.000000 Penalty: 4851.758789
	Iteration 63Q: 3 clusters Score -2315936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2315948.250000 Penalty: 4851.758789
	Iteration 64Q: 3 clusters Score -2315948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2315953.500000 Penalty: 4851.758789
	Iteration 65Q: 3 clusters Score -2315954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2315970.750000 Penalty: 4851.758789
	Iteration 66Q: 3 clusters Score -2315971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2315986.750000 Penalty: 4851.758789
	Iteration 67Q: 3 clusters Score -2315987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2316002.000000 Penalty: 4851.758789
	Iteration 68Q: 3 clusters Score -2316002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2316013.500000 Penalty: 4851.758789
	Iteration 69Q: 3 clusters Score -2316014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2316023.000000 Penalty: 4851.758789
	Iteration 70Q: 3 clusters Score -2316023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2316028.750000 Penalty: 4851.758789
	Iteration 71Q: 3 clusters Score -2316029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2316034.750000 Penalty: 4851.758789
	Iteration 72Q: 3 clusters Score -2316035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2316041.000000 Penalty: 4851.758789
	Iteration 73Q: 3 clusters Score -2316041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2316047.000000 Penalty: 4851.758789
	Iteration 74Q: 3 clusters Score -2316047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2316062.000000 Penalty: 4851.758789
	Iteration 75Q: 3 clusters Score -2316062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2316067.500000 Penalty: 4851.758789
	Iteration 76Q: 3 clusters Score -2316068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2316079.000000 Penalty: 4851.758789
	Iteration 77Q: 3 clusters Score -2316079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2316077.500000 Penalty: 4851.758789
	Iteration 78Q: 3 clusters Score -2316078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2316079.750000 Penalty: 4851.758789
	Iteration 79Q: 3 clusters Score -2316080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2316085.250000 Penalty: 4851.758789
	Iteration 80F: 3 clusters Score -2316085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2316088.750000 Penalty: 4851.758789
	Iteration 81Q: 3 clusters Score -2316089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2316091.250000 Penalty: 4851.758789
	Iteration 82Q: 3 clusters Score -2316091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2316096.000000 Penalty: 4851.758789
	Iteration 83Q: 3 clusters Score -2316096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2316096.750000 Penalty: 4851.758789
	Iteration 84Q: 3 clusters Score -2316097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2316099.000000 Penalty: 4851.758789
	Iteration 85Q: 3 clusters Score -2316099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2316101.000000 Penalty: 4851.758789
	Iteration 86Q: 3 clusters Score -2316101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2316104.750000 Penalty: 4851.758789
	Iteration 87Q: 3 clusters Score -2316105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2316109.250000 Penalty: 4851.758789
	Iteration 88Q: 3 clusters Score -2316109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2316109.250000 Penalty: 4851.758789
	Iteration 89Q: 3 clusters Score -2316109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2316115.750000 Penalty: 4851.758789
	Iteration 90Q: 3 clusters Score -2316116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2316117.750000 Penalty: 4851.758789
	Iteration 91Q: 3 clusters Score -2316118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2316122.250000 Penalty: 4851.758789
	Iteration 92Q: 3 clusters Score -2316122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2316124.750000 Penalty: 4851.758789
	Iteration 93Q: 3 clusters Score -2316125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2316123.250000 Penalty: 4851.758789
	Iteration 94Q: 3 clusters Score -2316123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2316123.250000 Penalty: 4851.758789
	Iteration 95Q: 3 clusters Score -2316123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2316129.500000 Penalty: 4851.758789
	Iteration 96Q: 3 clusters Score -2316130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2316129.500000 Penalty: 4851.758789
	Iteration 97F: 3 clusters Score -2316130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -301359.937500 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -301359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -298749.750000 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -298749.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -301228.843750 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -301228.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -303789.156250 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -303789.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -305189.406250 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -305189.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -306936.312500 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -306936.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -307778.343750 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -307778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -307798.625000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -307798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -307799.750000 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -307799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -307805.250000 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -307805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -307813.156250 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -307813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -307813.156250 Penalty: 3912.800049
	Iteration 10F: 3 clusters Score -307813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 94210 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 298999 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 242619 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 76183 members 
Entering Unmasked Estep 
Score: -116033088.000000 Penalty: 64729.074219
Splitting cluster 13 changes total score from -116027888.000000 to -116033088.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28932.845703 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28932.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27748.035156 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27748.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27911.587891 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27911.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27941.025391 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -27941.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27962.667969 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -27962.67 nChanged 3
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: -27984.515625 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -27984.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27985.492188 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -27985.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27988.775391 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -27988.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27996.324219 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -27996.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28001.546875 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -28001.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28005.093750 Penalty: 2803.634521
	Iteration 9Q: 3 clusters Score -28005.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28012.021484 Penalty: 2803.634521
	Iteration 10Q: 3 clusters Score -28012.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28012.021484 Penalty: 2803.634521
	Iteration 11F: 3 clusters Score -28012.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -328165.406250 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -328165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -325124.718750 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -325124.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -325748.562500 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -325748.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -325908.437500 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -325908.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -325997.125000 Penalty: 3912.241699
	Iteration 3Q: 3 clusters Score -325997.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -326070.218750 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -326070.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -326153.031250 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -326153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -326225.625000 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -326225.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -326314.281250 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -326314.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -326451.937500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -326451.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -326686.812500 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -326686.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -327034.000000 Penalty: 3912.241699
	Iteration 10F: 3 clusters Score -327034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -327405.000000 Penalty: 3912.241699
	Iteration 11F: 3 clusters Score -327405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -327699.562500 Penalty: 3912.241699
	Iteration 12F: 3 clusters Score -327699.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327954.937500 Penalty: 3912.241699
	Iteration 13F: 3 clusters Score -327954.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328110.968750 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -328111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -328209.406250 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -328209.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328285.406250 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -328285.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -328327.750000 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -328327.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -328358.562500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -328358.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328373.406250 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -328373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -328384.156250 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -328384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -328388.843750 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -328388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -328392.593750 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -328392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -328397.281250 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -328397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -328403.375000 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -328403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -328405.625000 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -328405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -328405.906250 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -328405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -328405.906250 Penalty: 3912.241699
	Iteration 27F: 3 clusters Score -328405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 94210 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 298999 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 242619 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 76183 members 
Mstep: Class 20 contains 1749 members 
Entering Unmasked Estep 
Score: -116032016.000000 Penalty: 68135.867188
Splitting cluster 16 changes total score from -116027888.000000 to -116032016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (242619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242619 members 
Entering Unmasked Estep 
Score: -31010384.000000 Penalty: 3075.013184
	Iteration 0F: 2 clusters Score -3.101038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 121844 members 
Entering Unmasked Estep 
Score: -30913338.000000 Penalty: 6150.026367
	Iteration 0F: 3 clusters Score -3.091334e+07 nChanged 117132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 131396 members 
Entering Unmasked Estep 
Score: -30983404.000000 Penalty: 6150.026367
	Iteration 1F: 3 clusters Score -3.09834e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 136501 members 
Entering Unmasked Estep 
Score: -30985532.000000 Penalty: 6150.026367
	Iteration 2Q: 3 clusters Score -3.098553e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -30988586.000000 Penalty: 6150.026367
	Iteration 3Q: 3 clusters Score -3.098859e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -30992692.000000 Penalty: 6150.026367
	Iteration 4F: 3 clusters Score -3.099269e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -30998148.000000 Penalty: 6150.026367
	Iteration 5F: 3 clusters Score -3.099815e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -31003864.000000 Penalty: 6150.026367
	Iteration 6F: 3 clusters Score -3.100386e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 184052 members 
Entering Unmasked Estep 
Score: -31009426.000000 Penalty: 6150.026367
	Iteration 7F: 3 clusters Score -3.100943e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -31015444.000000 Penalty: 6150.026367
	Iteration 8F: 3 clusters Score -3.101544e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 183171 members 
Entering Unmasked Estep 
Score: -31020002.000000 Penalty: 6150.026367
	Iteration 9Q: 3 clusters Score -3.102e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 179780 members 
Entering Unmasked Estep 
Score: -31022262.000000 Penalty: 6150.026367
	Iteration 10Q: 3 clusters Score -3.102226e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -31023506.000000 Penalty: 6150.026367
	Iteration 11Q: 3 clusters Score -3.102351e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 172791 members 
Entering Unmasked Estep 
Score: -31024338.000000 Penalty: 6150.026367
	Iteration 12Q: 3 clusters Score -3.102434e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 169140 members 
Entering Unmasked Estep 
Score: -31024974.000000 Penalty: 6150.026367
	Iteration 13Q: 3 clusters Score -3.102497e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -31025954.000000 Penalty: 6150.026367
	Iteration 14Q: 3 clusters Score -3.102595e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 161178 members 
Entering Unmasked Estep 
Score: -31026716.000000 Penalty: 6150.026367
	Iteration 15Q: 3 clusters Score -3.102672e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -31027362.000000 Penalty: 6150.026367
	Iteration 16Q: 3 clusters Score -3.102736e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -31028300.000000 Penalty: 6150.026367
	Iteration 17Q: 3 clusters Score -3.10283e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -31029114.000000 Penalty: 6150.026367
	Iteration 18Q: 3 clusters Score -3.102911e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -31029750.000000 Penalty: 6150.026367
	Iteration 19Q: 3 clusters Score -3.102975e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 140859 members 
Entering Unmasked Estep 
Score: -31030474.000000 Penalty: 6150.026367
	Iteration 20F: 3 clusters Score -3.103047e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -31030792.000000 Penalty: 6150.026367
	Iteration 21Q: 3 clusters Score -3.103079e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -31031430.000000 Penalty: 6150.026367
	Iteration 22Q: 3 clusters Score -3.103143e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 127599 members 
Entering Unmasked Estep 
Score: -31031950.000000 Penalty: 6150.026367
	Iteration 23Q: 3 clusters Score -3.103195e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -31032496.000000 Penalty: 6150.026367
	Iteration 24Q: 3 clusters Score -3.10325e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124196 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -31032858.000000 Penalty: 6150.026367
	Iteration 25Q: 3 clusters Score -3.103286e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -31033418.000000 Penalty: 6150.026367
	Iteration 26Q: 3 clusters Score -3.103342e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -31034230.000000 Penalty: 6150.026367
	Iteration 27Q: 3 clusters Score -3.103423e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141862 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -31034556.000000 Penalty: 6150.026367
	Iteration 28Q: 3 clusters Score -3.103456e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149795 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -31034832.000000 Penalty: 6150.026367
	Iteration 29Q: 3 clusters Score -3.103483e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159306 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -31035082.000000 Penalty: 6150.026367
	Iteration 30Q: 3 clusters Score -3.103508e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -31034710.000000 Penalty: 6150.026367
	Iteration 31Q: 3 clusters Score -3.103471e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -31033612.000000 Penalty: 6150.026367
	Iteration 32F: 3 clusters Score -3.103361e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196620 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -31030300.000000 Penalty: 6150.026367
	Iteration 33F: 3 clusters Score -3.10303e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207809 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -31026814.000000 Penalty: 6150.026367
	Iteration 34Q: 3 clusters Score -3.102681e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215043 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -31023710.000000 Penalty: 6150.026367
	Iteration 35Q: 3 clusters Score -3.102371e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -31021798.000000 Penalty: 6150.026367
	Iteration 36Q: 3 clusters Score -3.10218e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222342 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -31020398.000000 Penalty: 6150.026367
	Iteration 37Q: 3 clusters Score -3.10204e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224338 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -31019472.000000 Penalty: 6150.026367
	Iteration 38Q: 3 clusters Score -3.101947e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225918 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -31018688.000000 Penalty: 6150.026367
	Iteration 39Q: 3 clusters Score -3.101869e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227127 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -31018038.000000 Penalty: 6150.026367
	Iteration 40F: 3 clusters Score -3.101804e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228084 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -31017776.000000 Penalty: 6150.026367
	Iteration 41Q: 3 clusters Score -3.101778e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228938 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -31017558.000000 Penalty: 6150.026367
	Iteration 42Q: 3 clusters Score -3.101756e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229649 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -31017376.000000 Penalty: 6150.026367
	Iteration 43Q: 3 clusters Score -3.101738e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230279 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -31017146.000000 Penalty: 6150.026367
	Iteration 44Q: 3 clusters Score -3.101715e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -31016812.000000 Penalty: 6150.026367
	Iteration 45Q: 3 clusters Score -3.101681e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231249 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -31016630.000000 Penalty: 6150.026367
	Iteration 46Q: 3 clusters Score -3.101663e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231638 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -31016396.000000 Penalty: 6150.026367
	Iteration 47Q: 3 clusters Score -3.10164e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231986 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -31016232.000000 Penalty: 6150.026367
	Iteration 48Q: 3 clusters Score -3.101623e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232311 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -31016112.000000 Penalty: 6150.026367
	Iteration 49Q: 3 clusters Score -3.101611e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232617 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -31015934.000000 Penalty: 6150.026367
	Iteration 50Q: 3 clusters Score -3.101593e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232893 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -31015820.000000 Penalty: 6150.026367
	Iteration 51Q: 3 clusters Score -3.101582e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233123 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -31015732.000000 Penalty: 6150.026367
	Iteration 52Q: 3 clusters Score -3.101573e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233347 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -31015586.000000 Penalty: 6150.026367
	Iteration 53Q: 3 clusters Score -3.101559e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233510 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -31015462.000000 Penalty: 6150.026367
	Iteration 54Q: 3 clusters Score -3.101546e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233648 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -31015426.000000 Penalty: 6150.026367
	Iteration 55Q: 3 clusters Score -3.101543e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233779 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -31015346.000000 Penalty: 6150.026367
	Iteration 56Q: 3 clusters Score -3.101535e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233891 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -31015248.000000 Penalty: 6150.026367
	Iteration 57Q: 3 clusters Score -3.101525e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234012 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -31015180.000000 Penalty: 6150.026367
	Iteration 58Q: 3 clusters Score -3.101518e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234108 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -31015068.000000 Penalty: 6150.026367
	Iteration 59Q: 3 clusters Score -3.101507e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -31015004.000000 Penalty: 6150.026367
	Iteration 60F: 3 clusters Score -3.1015e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234290 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -31014950.000000 Penalty: 6150.026367
	Iteration 61Q: 3 clusters Score -3.101495e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234362 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -31014906.000000 Penalty: 6150.026367
	Iteration 62Q: 3 clusters Score -3.101491e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234434 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -31014828.000000 Penalty: 6150.026367
	Iteration 63Q: 3 clusters Score -3.101483e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234511 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -31014762.000000 Penalty: 6150.026367
	Iteration 64Q: 3 clusters Score -3.101476e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234577 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -31014740.000000 Penalty: 6150.026367
	Iteration 65Q: 3 clusters Score -3.101474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234624 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -31014680.000000 Penalty: 6150.026367
	Iteration 66Q: 3 clusters Score -3.101468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234663 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -31014646.000000 Penalty: 6150.026367
	Iteration 67Q: 3 clusters Score -3.101465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234702 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -31014616.000000 Penalty: 6150.026367
	Iteration 68Q: 3 clusters Score -3.101462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234739 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -31014598.000000 Penalty: 6150.026367
	Iteration 69Q: 3 clusters Score -3.10146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234769 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -31014586.000000 Penalty: 6150.026367
	Iteration 70Q: 3 clusters Score -3.101459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234806 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -31014566.000000 Penalty: 6150.026367
	Iteration 71Q: 3 clusters Score -3.101457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234818 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -31014550.000000 Penalty: 6150.026367
	Iteration 72Q: 3 clusters Score -3.101455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234835 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -31014524.000000 Penalty: 6150.026367
	Iteration 73Q: 3 clusters Score -3.101452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234850 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -31014520.000000 Penalty: 6150.026367
	Iteration 74Q: 3 clusters Score -3.101452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234864 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -31014482.000000 Penalty: 6150.026367
	Iteration 75Q: 3 clusters Score -3.101448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -31014474.000000 Penalty: 6150.026367
	Iteration 76Q: 3 clusters Score -3.101447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234892 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -31014464.000000 Penalty: 6150.026367
	Iteration 77Q: 3 clusters Score -3.101446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234909 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -31014448.000000 Penalty: 6150.026367
	Iteration 78Q: 3 clusters Score -3.101445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234922 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -31014418.000000 Penalty: 6150.026367
	Iteration 79Q: 3 clusters Score -3.101442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234932 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -31014398.000000 Penalty: 6150.026367
	Iteration 80F: 3 clusters Score -3.10144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234941 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -31014416.000000 Penalty: 6150.026367
	Iteration 81Q: 3 clusters Score -3.101442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234950 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -31014392.000000 Penalty: 6150.026367
	Iteration 82Q: 3 clusters Score -3.101439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234959 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -31014392.000000 Penalty: 6150.026367
	Iteration 83Q: 3 clusters Score -3.101439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234965 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -31014376.000000 Penalty: 6150.026367
	Iteration 84Q: 3 clusters Score -3.101438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -31014406.000000 Penalty: 6150.026367
	Iteration 85Q: 3 clusters Score -3.101441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234977 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -31014412.000000 Penalty: 6150.026367
	Iteration 86Q: 3 clusters Score -3.101441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234983 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -31014392.000000 Penalty: 6150.026367
	Iteration 87Q: 3 clusters Score -3.101439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234988 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -31014400.000000 Penalty: 6150.026367
	Iteration 88Q: 3 clusters Score -3.10144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234994 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -31014424.000000 Penalty: 6150.026367
	Iteration 89Q: 3 clusters Score -3.101442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234996 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -31014410.000000 Penalty: 6150.026367
	Iteration 90Q: 3 clusters Score -3.101441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234999 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -31014390.000000 Penalty: 6150.026367
	Iteration 91Q: 3 clusters Score -3.101439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235001 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -31014390.000000 Penalty: 6150.026367
	Iteration 92Q: 3 clusters Score -3.101439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235003 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -31014396.000000 Penalty: 6150.026367
	Iteration 93Q: 3 clusters Score -3.10144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -31014408.000000 Penalty: 6150.026367
	Iteration 94Q: 3 clusters Score -3.101441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235009 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -31014398.000000 Penalty: 6150.026367
	Iteration 95Q: 3 clusters Score -3.10144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235010 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -31014402.000000 Penalty: 6150.026367
	Iteration 96Q: 3 clusters Score -3.10144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235012 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -31014384.000000 Penalty: 6150.026367
	Iteration 97Q: 3 clusters Score -3.101438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235016 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -31014376.000000 Penalty: 6150.026367
	Iteration 98Q: 3 clusters Score -3.101438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235019 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -31014386.000000 Penalty: 6150.026367
	Iteration 99Q: 3 clusters Score -3.101439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235022 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -31014394.000000 Penalty: 6150.026367
	Iteration 100F: 3 clusters Score -3.101439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235023 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -31014390.000000 Penalty: 6150.026367
	Iteration 101Q: 3 clusters Score -3.101439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235024 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -31014382.000000 Penalty: 6150.026367
	Iteration 102Q: 3 clusters Score -3.101438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235025 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -31014384.000000 Penalty: 6150.026367
	Iteration 103Q: 3 clusters Score -3.101438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235026 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -31014386.000000 Penalty: 6150.026367
	Iteration 104Q: 3 clusters Score -3.101439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235027 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -31014380.000000 Penalty: 6150.026367
	Iteration 105Q: 3 clusters Score -3.101438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235027 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -31014380.000000 Penalty: 6150.026367
	Iteration 106F: 3 clusters Score -3.101438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 94210 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 298999 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 235027 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 76183 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 7592 members 
Entering Unmasked Estep 
Score: -116036576.000000 Penalty: 71542.664062
Splitting cluster 17 changes total score from -116027888.000000 to -116036576.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (76183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Entering Unmasked Estep 
Score: -9796950.000000 Penalty: 2787.741455
	Iteration 0F: 2 clusters Score -9796950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9746135.000000 Penalty: 5575.482910
	Iteration 0F: 3 clusters Score -9746135 nChanged 35671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -9766144.000000 Penalty: 5575.482910
	Iteration 1F: 3 clusters Score -9766144 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -9766811.000000 Penalty: 5575.482910
	Iteration 2Q: 3 clusters Score -9766811 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -9767549.000000 Penalty: 5575.482910
	Iteration 3Q: 3 clusters Score -9767549 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -9768449.000000 Penalty: 5575.482910
	Iteration 4Q: 3 clusters Score -9768449 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -9769634.000000 Penalty: 5575.482910
	Iteration 5Q: 3 clusters Score -9769634 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -9771333.000000 Penalty: 5575.482910
	Iteration 6Q: 3 clusters Score -9771333 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -9773832.000000 Penalty: 5575.482910
	Iteration 7F: 3 clusters Score -9773832 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -9777213.000000 Penalty: 5575.482910
	Iteration 8F: 3 clusters Score -9777213 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -9781319.000000 Penalty: 5575.482910
	Iteration 9F: 3 clusters Score -9781319 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -9785382.000000 Penalty: 5575.482910
	Iteration 10F: 3 clusters Score -9785382 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -9788940.000000 Penalty: 5575.482910
	Iteration 11F: 3 clusters Score -9788940 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9791764 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -9793801.000000 Penalty: 5575.482910
	Iteration 13Q: 3 clusters Score -9793801 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -9795126.000000 Penalty: 5575.482910
	Iteration 14Q: 3 clusters Score -9795126 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -9795855.000000 Penalty: 5575.482910
	Iteration 15Q: 3 clusters Score -9795855 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -9796205.000000 Penalty: 5575.482910
	Iteration 16Q: 3 clusters Score -9796205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9796344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -9796384.000000 Penalty: 5575.482910
	Iteration 18Q: 3 clusters Score -9796384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -9796426.000000 Penalty: 5575.482910
	Iteration 19Q: 3 clusters Score -9796426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9796470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9796503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -9796521.000000 Penalty: 5575.482910
	Iteration 22Q: 3 clusters Score -9796521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9796520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -9796515.000000 Penalty: 5575.482910
	Iteration 24Q: 3 clusters Score -9796515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9796519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9796515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9796518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -9796518.000000 Penalty: 5575.482910
	Iteration 28F: 3 clusters Score -9796518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 94210 members 
Mstep: Class 3 contains 57588 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 298999 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 43310 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17708 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 235027 members 
Mstep: Class 19 contains 76183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 22 clusters Score -1.160377e+08 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 94734 members 
Mstep: Class 3 contains 57795 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 20438 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 298037 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 43511 members 
Mstep: Class 10 contains 8086 members 
Mstep: Class 11 contains 22840 members 
Mstep: Class 12 contains 17475 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 234509 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 76614 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 7538 members 
Entering Unmasked Estep 
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Iteration 40F: 22 clusters Score -1.160405e+08 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 95240 members 
Mstep: Class 3 contains 58014 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 20714 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 297219 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 43683 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 22830 members 
Mstep: Class 12 contains 17183 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 17 contains 234167 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 76737 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 8240 members 
Entering Unmasked Estep 
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Iteration 41Q: 22 clusters Score -1.160422e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 95764 members 
Mstep: Class 3 contains 58230 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 20919 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 296587 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 16819 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 234147 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 76927 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 8691 members 
Entering Unmasked Estep 
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Iteration 42Q: 22 clusters Score -1.160436e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 96252 members 
Mstep: Class 3 contains 58437 members 
Mstep: Class 4 contains 9500 members 
Mstep: Class 5 contains 21089 members 
Mstep: Class 6 contains 2899 members 
Mstep: Class 7 contains 296012 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 22785 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 1135 members 
Mstep: Class 17 contains 234240 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 77110 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 9050 members 
Entering Unmasked Estep 
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Iteration 43Q: 22 clusters Score -1.160448e+08 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 96776 members 
Mstep: Class 3 contains 58591 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 295576 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 44323 members 
Mstep: Class 10 contains 7761 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 16085 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1154 members 
Mstep: Class 17 contains 234327 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 77307 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 9368 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -1.160459e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 97295 members 
Mstep: Class 3 contains 58710 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 295169 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 22785 members 
Mstep: Class 12 contains 15706 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 234469 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 77465 members 
Mstep: Class 20 contains 1997 members 
Mstep: Class 21 contains 9640 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -1.16047e+08 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 97818 members 
Mstep: Class 3 contains 58783 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 21377 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 294822 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 44792 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 11 contains 22805 members 
Mstep: Class 12 contains 15315 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 234587 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 77604 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 9892 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -1.160479e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 98386 members 
Mstep: Class 3 contains 58838 members 
Mstep: Class 4 contains 8448 members 
Mstep: Class 5 contains 21445 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 294580 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 45009 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 22812 members 
Mstep: Class 12 contains 14909 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 234679 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 77715 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 10154 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -1.160487e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 98948 members 
Mstep: Class 3 contains 58910 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 21504 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 294339 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 45219 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 22809 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 234813 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 77802 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 10350 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.160494e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 99520 members 
Mstep: Class 3 contains 58972 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 21533 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 294076 members 
Mstep: Class 8 contains 2454 members 
Mstep: Class 9 contains 45389 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 22817 members 
Mstep: Class 12 contains 14154 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 234965 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 77883 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 10514 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.160499e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 100083 members 
Mstep: Class 3 contains 59029 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 293817 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 45519 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 22818 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 1193 members 
Mstep: Class 17 contains 235110 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 77964 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 10651 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.160504e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 100608 members 
Mstep: Class 3 contains 59127 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 21586 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 293542 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 45656 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 22809 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 235219 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 78068 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 10751 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.160505e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 101194 members 
Mstep: Class 3 contains 59173 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 293273 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 45785 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 22803 members 
Mstep: Class 12 contains 13086 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 235331 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 78155 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 10825 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.160511e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 101817 members 
Mstep: Class 3 contains 59217 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 5 contains 21631 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 292950 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 45900 members 
Mstep: Class 10 contains 7151 members 
Mstep: Class 11 contains 22804 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 235422 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 78242 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 10883 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.160516e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 102394 members 
Mstep: Class 3 contains 59229 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 21651 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 292760 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 45961 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 22809 members 
Mstep: Class 12 contains 12353 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 235469 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 78336 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 10927 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.160522e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 102970 members 
Mstep: Class 3 contains 59237 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 292609 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46045 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 22833 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 235498 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 78386 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 10968 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.160529e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 103537 members 
Mstep: Class 3 contains 59234 members 
Mstep: Class 4 contains 7020 members 
Mstep: Class 5 contains 21666 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 292510 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46145 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 22834 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 235485 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 78444 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 10995 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.160531e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 104059 members 
Mstep: Class 3 contains 59236 members 
Mstep: Class 4 contains 6924 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 292353 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 46226 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 22827 members 
Mstep: Class 12 contains 11297 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1753 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 235486 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78505 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 11016 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.160541e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 104588 members 
Mstep: Class 3 contains 59232 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 292262 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 46295 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 22834 members 
Mstep: Class 12 contains 10944 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 235491 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78562 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 11034 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.160547e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 105156 members 
Mstep: Class 3 contains 59240 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 21661 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 292087 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 6883 members 
Mstep: Class 11 contains 22842 members 
Mstep: Class 12 contains 10616 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 235471 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78595 members 
Mstep: Class 20 contains 2040 members 
Mstep: Class 21 contains 11056 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.160554e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 105667 members 
Mstep: Class 3 contains 59239 members 
Mstep: Class 4 contains 6693 members 
Mstep: Class 5 contains 21674 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 291876 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 46444 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 22841 members 
Mstep: Class 12 contains 10380 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1761 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 235438 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 11074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056472.000000 Penalty: 71542.664062
Iteration 60F: 22 clusters Score -1.160565e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 106172 members 
Mstep: Class 3 contains 59245 members 
Mstep: Class 4 contains 6635 members 
Mstep: Class 5 contains 21690 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 291605 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 46515 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 22829 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 235415 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 78651 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 61Q: 22 clusters Score -1.160574e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 106614 members 
Mstep: Class 3 contains 59229 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 21686 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 291336 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 46578 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 22813 members 
Mstep: Class 12 contains 10200 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 235417 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78644 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 11312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058408.000000 Penalty: 71542.664062
Iteration 62Q: 22 clusters Score -1.160584e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 106938 members 
Mstep: Class 3 contains 59205 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 21676 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 291032 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46620 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 22794 members 
Mstep: Class 12 contains 10401 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 1232 members 
Mstep: Class 17 contains 235451 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 78629 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 11388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116059184.000000 Penalty: 71542.664062
Iteration 63Q: 22 clusters Score -1.160592e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 107172 members 
Mstep: Class 3 contains 59187 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 21671 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 290649 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46666 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 235472 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 78638 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 11449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3395.796875 but Gain 3406.796875
Score: -116059680.000000 Penalty: 68135.867188
Iteration 64Q: 21 clusters Score -1.160597e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 108935 members 
Mstep: Class 3 contains 59254 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 7 contains 290798 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46697 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 11 contains 22786 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 235509 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 78703 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 11509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062384.000000 Penalty: 68135.867188
Iteration 65Q: 21 clusters Score -1.160624e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 109454 members 
Mstep: Class 3 contains 59198 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 7 contains 290105 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 46741 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 22791 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 1240 members 
Mstep: Class 17 contains 235572 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 78563 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 11546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063216.000000 Penalty: 68135.867188
Iteration 66Q: 21 clusters Score -1.160632e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 109747 members 
Mstep: Class 3 contains 59141 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 21676 members 
Mstep: Class 7 contains 289642 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46771 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 22803 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 235607 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 78483 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 11588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063696.000000 Penalty: 68135.867188
Iteration 67Q: 21 clusters Score -1.160637e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 109969 members 
Mstep: Class 3 contains 59127 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 21686 members 
Mstep: Class 7 contains 289243 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 46792 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 22813 members 
Mstep: Class 12 contains 12170 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 235631 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 78399 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 11610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063520.000000 Penalty: 68135.867188
Iteration 68Q: 21 clusters Score -1.160635e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 110141 members 
Mstep: Class 3 contains 59089 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 21695 members 
Mstep: Class 7 contains 288972 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 46787 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 22824 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 235639 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 78296 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063632.000000 Penalty: 68135.867188
Iteration 69Q: 21 clusters Score -1.160636e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 110228 members 
Mstep: Class 3 contains 59060 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 21696 members 
Mstep: Class 7 contains 288788 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46780 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 22834 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 235667 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 78203 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 11641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063872.000000 Penalty: 68135.867188
Iteration 70Q: 21 clusters Score -1.160639e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 110267 members 
Mstep: Class 3 contains 59049 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 21687 members 
Mstep: Class 7 contains 288654 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 22844 members 
Mstep: Class 12 contains 13066 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 235660 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 78132 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 11661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063984.000000 Penalty: 68135.867188
Iteration 71Q: 21 clusters Score -1.16064e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 110244 members 
Mstep: Class 3 contains 59045 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 21677 members 
Mstep: Class 7 contains 288546 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46778 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 22853 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 1246 members 
Mstep: Class 17 contains 235658 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 78102 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 11685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 68135.867188
Iteration 72Q: 21 clusters Score -1.160644e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 110156 members 
Mstep: Class 3 contains 59020 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 7 contains 288485 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46769 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 22867 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1771 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 235662 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 78096 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 11704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064656.000000 Penalty: 68135.867188
Iteration 73Q: 21 clusters Score -1.160647e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 110093 members 
Mstep: Class 3 contains 59000 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 21689 members 
Mstep: Class 7 contains 288422 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 46773 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 22884 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 235656 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 78091 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 11721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064680.000000 Penalty: 68135.867188
Iteration 74Q: 21 clusters Score -1.160647e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 110002 members 
Mstep: Class 3 contains 59010 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 21700 members 
Mstep: Class 7 contains 288409 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 46763 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 13865 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 1248 members 
Mstep: Class 17 contains 235641 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 78089 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 11739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064696.000000 Penalty: 68135.867188
Iteration 75Q: 21 clusters Score -1.160647e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 109875 members 
Mstep: Class 3 contains 59032 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 21713 members 
Mstep: Class 7 contains 288418 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 46753 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 13999 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1248 members 
Mstep: Class 17 contains 235640 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 78109 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064792.000000 Penalty: 68135.867188
Iteration 76Q: 21 clusters Score -1.160648e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 109747 members 
Mstep: Class 3 contains 59059 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 21720 members 
Mstep: Class 7 contains 288448 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 46750 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 235628 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 78113 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 11764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064824.000000 Penalty: 68135.867188
Iteration 77Q: 21 clusters Score -1.160648e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 109614 members 
Mstep: Class 3 contains 59071 members 
Mstep: Class 4 contains 5713 members 
Mstep: Class 5 contains 21729 members 
Mstep: Class 7 contains 288506 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 46740 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 14232 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 235612 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 78108 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 11775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064984.000000 Penalty: 68135.867188
Iteration 78Q: 21 clusters Score -1.16065e+08 nChanged 715
Entering ConstructFrom: 
Score: -116064984.000000 Penalty: 68135.867188
Entering ConstructFrom: 
Trying to split cluster 1 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1654325.500000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -1654326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1644282.375000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -1644282 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1647284.250000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -1647284 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1647595.625000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -1647596 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1647804.000000 Penalty: 4724.330078
	Iteration 3Q: 3 clusters Score -1647804 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1647955.125000 Penalty: 4724.330078
	Iteration 4Q: 3 clusters Score -1647955 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1648081.375000 Penalty: 4724.330078
	Iteration 5Q: 3 clusters Score -1648081 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1648193.375000 Penalty: 4724.330078
	Iteration 6Q: 3 clusters Score -1648193 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1648299.500000 Penalty: 4724.330078
	Iteration 7Q: 3 clusters Score -1648300 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1648398.625000 Penalty: 4724.330078
	Iteration 8Q: 3 clusters Score -1648399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1648466.000000 Penalty: 4724.330078
	Iteration 9Q: 3 clusters Score -1648466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1648524.250000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -1648524 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1648596.125000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -1648596 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1648659.625000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -1648660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1648735.375000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -1648735 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1648844.500000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -1648844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1648966.000000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -1648966 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1649121.750000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -1649122 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1649314.750000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -1649315 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1649537.750000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -1649538 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1649813.000000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -1649813 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1650155.125000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -1650155 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1650556.750000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -1650557 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1650991.875000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -1650992 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1651334.500000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -1651334 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1651602.500000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -1651602 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1651787.375000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -1651787 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1651910.250000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -1651910 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1651998.500000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -1651998 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1652072.750000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -1652073 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1652126.375000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -1652126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1652156.375000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -1652156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1652183.750000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -1652184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1652196.250000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -1652196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1652209.875000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -1652210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1652220.250000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -1652220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1652225.750000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -1652226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1652237.250000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -1652237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1652235.625000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -1652236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1652237.750000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -1652238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1652241.375000 Penalty: 4724.330078
	Iteration 39Q: 3 clusters Score -1652241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1652243.375000 Penalty: 4724.330078
	Iteration 40F: 3 clusters Score -1652243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1652242.250000 Penalty: 4724.330078
	Iteration 41Q: 3 clusters Score -1652242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1652242.625000 Penalty: 4724.330078
	Iteration 42Q: 3 clusters Score -1652243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1652242.000000 Penalty: 4724.330078
	Iteration 43Q: 3 clusters Score -1652242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1652242.750000 Penalty: 4724.330078
	Iteration 44Q: 3 clusters Score -1652243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1652242.750000 Penalty: 4724.330078
	Iteration 45F: 3 clusters Score -1652243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Entering Unmasked Estep 
Score: -14043483.000000 Penalty: 2877.590332
	Iteration 0F: 2 clusters Score -1.404348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -13970019.000000 Penalty: 5755.180664
	Iteration 0F: 3 clusters Score -1.397002e+07 nChanged 51918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -14000067.000000 Penalty: 5755.180664
	Iteration 1F: 3 clusters Score -1.400007e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -14001212.000000 Penalty: 5755.180664
	Iteration 2Q: 3 clusters Score -1.400121e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -14002894.000000 Penalty: 5755.180664
	Iteration 3Q: 3 clusters Score -1.400289e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -14005668.000000 Penalty: 5755.180664
	Iteration 4F: 3 clusters Score -1.400567e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -14010379.000000 Penalty: 5755.180664
	Iteration 5F: 3 clusters Score -1.401038e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -14017709.000000 Penalty: 5755.180664
	Iteration 6F: 3 clusters Score -1.401771e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -14026720.000000 Penalty: 5755.180664
	Iteration 7F: 3 clusters Score -1.402672e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -14034162.000000 Penalty: 5755.180664
	Iteration 8F: 3 clusters Score -1.403416e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -14038297.000000 Penalty: 5755.180664
	Iteration 9Q: 3 clusters Score -1.40383e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14039940.000000 Penalty: 5755.180664
	Iteration 10Q: 3 clusters Score -1.403994e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14040576.000000 Penalty: 5755.180664
	Iteration 11Q: 3 clusters Score -1.404058e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14040764.000000 Penalty: 5755.180664
	Iteration 12Q: 3 clusters Score -1.404076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14040852.000000 Penalty: 5755.180664
	Iteration 13Q: 3 clusters Score -1.404085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14040901.000000 Penalty: 5755.180664
	Iteration 14Q: 3 clusters Score -1.40409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14040931.000000 Penalty: 5755.180664
	Iteration 15Q: 3 clusters Score -1.404093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109177 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14040950.000000 Penalty: 5755.180664
	Iteration 16Q: 3 clusters Score -1.404095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14040969.000000 Penalty: 5755.180664
	Iteration 17Q: 3 clusters Score -1.404097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14040976.000000 Penalty: 5755.180664
	Iteration 18Q: 3 clusters Score -1.404098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14040986.000000 Penalty: 5755.180664
	Iteration 19Q: 3 clusters Score -1.404099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14040984.000000 Penalty: 5755.180664
	Iteration 20F: 3 clusters Score -1.404098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14040986.000000 Penalty: 5755.180664
	Iteration 21Q: 3 clusters Score -1.404099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14040985.000000 Penalty: 5755.180664
	Iteration 22Q: 3 clusters Score -1.404098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14040988.000000 Penalty: 5755.180664
	Iteration 23Q: 3 clusters Score -1.404099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14040990.000000 Penalty: 5755.180664
	Iteration 24Q: 3 clusters Score -1.404099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14040991.000000 Penalty: 5755.180664
	Iteration 25Q: 3 clusters Score -1.404099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14040991.000000 Penalty: 5755.180664
	Iteration 26F: 3 clusters Score -1.404099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Entering Unmasked Estep 
Score: -7614869.000000 Penalty: 2724.768311
	Iteration 0F: 2 clusters Score -7614869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7575250.500000 Penalty: 5449.536621
	Iteration 0F: 3 clusters Score -7575250 nChanged 27464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -7590488.500000 Penalty: 5449.536621
	Iteration 1F: 3 clusters Score -7590488 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -7590992.500000 Penalty: 5449.536621
	Iteration 2Q: 3 clusters Score -7590992 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -7591534.500000 Penalty: 5449.536621
	Iteration 3Q: 3 clusters Score -7591534 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7592250.500000 Penalty: 5449.536621
	Iteration 4Q: 3 clusters Score -7592250 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -7593234.500000 Penalty: 5449.536621
	Iteration 5Q: 3 clusters Score -7593234 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7594769.500000 Penalty: 5449.536621
	Iteration 6F: 3 clusters Score -7594770 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -7597378.000000 Penalty: 5449.536621
	Iteration 7F: 3 clusters Score -7597378 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -7600927.500000 Penalty: 5449.536621
	Iteration 8F: 3 clusters Score -7600928 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -7604742.000000 Penalty: 5449.536621
	Iteration 9F: 3 clusters Score -7604742 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7607897.500000 Penalty: 5449.536621
	Iteration 10F: 3 clusters Score -7607898 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7609932.500000 Penalty: 5449.536621
	Iteration 11Q: 3 clusters Score -7609932 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7611134.000000 Penalty: 5449.536621
	Iteration 12Q: 3 clusters Score -7611134 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7611723.500000 Penalty: 5449.536621
	Iteration 13Q: 3 clusters Score -7611724 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7612001.000000 Penalty: 5449.536621
	Iteration 14Q: 3 clusters Score -7612001 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7612173.000000 Penalty: 5449.536621
	Iteration 15Q: 3 clusters Score -7612173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7612256.000000 Penalty: 5449.536621
	Iteration 16Q: 3 clusters Score -7612256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7612308.000000 Penalty: 5449.536621
	Iteration 17Q: 3 clusters Score -7612308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7612330.500000 Penalty: 5449.536621
	Iteration 18Q: 3 clusters Score -7612330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7612368.500000 Penalty: 5449.536621
	Iteration 19Q: 3 clusters Score -7612368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7612387.000000 Penalty: 5449.536621
	Iteration 20F: 3 clusters Score -7612387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7612396.500000 Penalty: 5449.536621
	Iteration 21Q: 3 clusters Score -7612396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7612408.500000 Penalty: 5449.536621
	Iteration 22Q: 3 clusters Score -7612408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7612417.500000 Penalty: 5449.536621
	Iteration 23Q: 3 clusters Score -7612418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7612432.500000 Penalty: 5449.536621
	Iteration 24Q: 3 clusters Score -7612432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7612449.000000 Penalty: 5449.536621
	Iteration 25Q: 3 clusters Score -7612449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7612452.000000 Penalty: 5449.536621
	Iteration 26Q: 3 clusters Score -7612452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7612452.500000 Penalty: 5449.536621
	Iteration 27Q: 3 clusters Score -7612452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7612463.000000 Penalty: 5449.536621
	Iteration 28Q: 3 clusters Score -7612463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7612473.000000 Penalty: 5449.536621
	Iteration 29Q: 3 clusters Score -7612473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7612481.500000 Penalty: 5449.536621
	Iteration 30Q: 3 clusters Score -7612482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7612482.000000 Penalty: 5449.536621
	Iteration 31Q: 3 clusters Score -7612482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7612491.500000 Penalty: 5449.536621
	Iteration 32Q: 3 clusters Score -7612492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7612489.500000 Penalty: 5449.536621
	Iteration 33Q: 3 clusters Score -7612490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7612488.500000 Penalty: 5449.536621
	Iteration 34Q: 3 clusters Score -7612488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7612489.500000 Penalty: 5449.536621
	Iteration 35Q: 3 clusters Score -7612490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7612491.500000 Penalty: 5449.536621
	Iteration 36Q: 3 clusters Score -7612492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7612489.000000 Penalty: 5449.536621
	Iteration 37Q: 3 clusters Score -7612489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7612495.500000 Penalty: 5449.536621
	Iteration 38Q: 3 clusters Score -7612496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7612502.000000 Penalty: 5449.536621
	Iteration 39Q: 3 clusters Score -7612502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7612496.000000 Penalty: 5449.536621
	Iteration 40F: 3 clusters Score -7612496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7612493.500000 Penalty: 5449.536621
	Iteration 41Q: 3 clusters Score -7612494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7612497.500000 Penalty: 5449.536621
	Iteration 42Q: 3 clusters Score -7612498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7612505.000000 Penalty: 5449.536621
	Iteration 43Q: 3 clusters Score -7612505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7612511.500000 Penalty: 5449.536621
	Iteration 44Q: 3 clusters Score -7612512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7612513.500000 Penalty: 5449.536621
	Iteration 45Q: 3 clusters Score -7612514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7612513.500000 Penalty: 5449.536621
	Iteration 46F: 3 clusters Score -7612514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -719694.187500 Penalty: 2144.279785
	Iteration 0F: 2 clusters Score -719694.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -714685.625000 Penalty: 4288.559570
	Iteration 0F: 3 clusters Score -714685.6 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -715871.937500 Penalty: 4288.559570
	Iteration 1F: 3 clusters Score -715871.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -716140.000000 Penalty: 4288.559570
	Iteration 2F: 3 clusters Score -716140 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -716310.312500 Penalty: 4288.559570
	Iteration 3F: 3 clusters Score -716310.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -716438.062500 Penalty: 4288.559570
	Iteration 4Q: 3 clusters Score -716438.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -716546.687500 Penalty: 4288.559570
	Iteration 5Q: 3 clusters Score -716546.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -716633.375000 Penalty: 4288.559570
	Iteration 6Q: 3 clusters Score -716633.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -716701.250000 Penalty: 4288.559570
	Iteration 7Q: 3 clusters Score -716701.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -716758.875000 Penalty: 4288.559570
	Iteration 8Q: 3 clusters Score -716758.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -716818.000000 Penalty: 4288.559570
	Iteration 9Q: 3 clusters Score -716818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -716875.000000 Penalty: 4288.559570
	Iteration 10Q: 3 clusters Score -716875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -716926.437500 Penalty: 4288.559570
	Iteration 11Q: 3 clusters Score -716926.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -716972.812500 Penalty: 4288.559570
	Iteration 12Q: 3 clusters Score -716972.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -717014.937500 Penalty: 4288.559570
	Iteration 13Q: 3 clusters Score -717014.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -717044.250000 Penalty: 4288.559570
	Iteration 14Q: 3 clusters Score -717044.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -717070.562500 Penalty: 4288.559570
	Iteration 15Q: 3 clusters Score -717070.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -717092.937500 Penalty: 4288.559570
	Iteration 16Q: 3 clusters Score -717092.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -717107.250000 Penalty: 4288.559570
	Iteration 17Q: 3 clusters Score -717107.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -717117.375000 Penalty: 4288.559570
	Iteration 18Q: 3 clusters Score -717117.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -717134.375000 Penalty: 4288.559570
	Iteration 19Q: 3 clusters Score -717134.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -717148.437500 Penalty: 4288.559570
	Iteration 20F: 3 clusters Score -717148.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -717159.937500 Penalty: 4288.559570
	Iteration 21Q: 3 clusters Score -717159.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -717169.500000 Penalty: 4288.559570
	Iteration 22Q: 3 clusters Score -717169.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -717181.437500 Penalty: 4288.559570
	Iteration 23Q: 3 clusters Score -717181.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -717190.250000 Penalty: 4288.559570
	Iteration 24Q: 3 clusters Score -717190.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -717202.625000 Penalty: 4288.559570
	Iteration 25Q: 3 clusters Score -717202.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -717216.812500 Penalty: 4288.559570
	Iteration 26Q: 3 clusters Score -717216.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -717230.625000 Penalty: 4288.559570
	Iteration 27Q: 3 clusters Score -717230.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -717244.125000 Penalty: 4288.559570
	Iteration 28Q: 3 clusters Score -717244.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -717259.687500 Penalty: 4288.559570
	Iteration 29Q: 3 clusters Score -717259.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -717269.937500 Penalty: 4288.559570
	Iteration 30Q: 3 clusters Score -717269.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -717285.062500 Penalty: 4288.559570
	Iteration 31Q: 3 clusters Score -717285.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -717293.750000 Penalty: 4288.559570
	Iteration 32Q: 3 clusters Score -717293.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -717302.375000 Penalty: 4288.559570
	Iteration 33Q: 3 clusters Score -717302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -717310.187500 Penalty: 4288.559570
	Iteration 34Q: 3 clusters Score -717310.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -717317.562500 Penalty: 4288.559570
	Iteration 35Q: 3 clusters Score -717317.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -717324.000000 Penalty: 4288.559570
	Iteration 36Q: 3 clusters Score -717324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -717327.937500 Penalty: 4288.559570
	Iteration 37Q: 3 clusters Score -717327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -717333.500000 Penalty: 4288.559570
	Iteration 38Q: 3 clusters Score -717333.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -717340.500000 Penalty: 4288.559570
	Iteration 39Q: 3 clusters Score -717340.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -717343.750000 Penalty: 4288.559570
	Iteration 40F: 3 clusters Score -717343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -717347.937500 Penalty: 4288.559570
	Iteration 41Q: 3 clusters Score -717347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -717351.500000 Penalty: 4288.559570
	Iteration 42Q: 3 clusters Score -717351.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -717358.937500 Penalty: 4288.559570
	Iteration 43Q: 3 clusters Score -717358.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -717365.125000 Penalty: 4288.559570
	Iteration 44Q: 3 clusters Score -717365.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -717371.687500 Penalty: 4288.559570
	Iteration 45Q: 3 clusters Score -717371.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -717380.375000 Penalty: 4288.559570
	Iteration 46Q: 3 clusters Score -717380.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -717384.187500 Penalty: 4288.559570
	Iteration 47Q: 3 clusters Score -717384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -717386.500000 Penalty: 4288.559570
	Iteration 48Q: 3 clusters Score -717386.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -717389.375000 Penalty: 4288.559570
	Iteration 49Q: 3 clusters Score -717389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -717391.937500 Penalty: 4288.559570
	Iteration 50Q: 3 clusters Score -717391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -717394.062500 Penalty: 4288.559570
	Iteration 51Q: 3 clusters Score -717394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -717396.375000 Penalty: 4288.559570
	Iteration 52Q: 3 clusters Score -717396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -717398.625000 Penalty: 4288.559570
	Iteration 53Q: 3 clusters Score -717398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -717398.562500 Penalty: 4288.559570
	Iteration 54Q: 3 clusters Score -717398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -717399.437500 Penalty: 4288.559570
	Iteration 55Q: 3 clusters Score -717399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -717400.062500 Penalty: 4288.559570
	Iteration 56Q: 3 clusters Score -717400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -717399.937500 Penalty: 4288.559570
	Iteration 57Q: 3 clusters Score -717399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -717401.125000 Penalty: 4288.559570
	Iteration 58Q: 3 clusters Score -717401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -717401.187500 Penalty: 4288.559570
	Iteration 59Q: 3 clusters Score -717401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -717404.437500 Penalty: 4288.559570
	Iteration 60F: 3 clusters Score -717404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -717404.500000 Penalty: 4288.559570
	Iteration 61Q: 3 clusters Score -717404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -717404.125000 Penalty: 4288.559570
	Iteration 62Q: 3 clusters Score -717404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -717406.812500 Penalty: 4288.559570
	Iteration 63Q: 3 clusters Score -717406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -717406.937500 Penalty: 4288.559570
	Iteration 64Q: 3 clusters Score -717406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -717407.937500 Penalty: 4288.559570
	Iteration 65Q: 3 clusters Score -717407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -717406.125000 Penalty: 4288.559570
	Iteration 66Q: 3 clusters Score -717406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -717406.062500 Penalty: 4288.559570
	Iteration 67Q: 3 clusters Score -717406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -717406.812500 Penalty: 4288.559570
	Iteration 68Q: 3 clusters Score -717406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -717406.812500 Penalty: 4288.559570
	Iteration 69F: 3 clusters Score -717406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Entering Unmasked Estep 
Score: -2815776.000000 Penalty: 2476.650879
	Iteration 0F: 2 clusters Score -2815776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2800563.750000 Penalty: 4953.301758
	Iteration 0F: 3 clusters Score -2800564 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2805634.250000 Penalty: 4953.301758
	Iteration 1F: 3 clusters Score -2805634 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2806069.500000 Penalty: 4953.301758
	Iteration 2F: 3 clusters Score -2806070 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2806470.750000 Penalty: 4953.301758
	Iteration 3Q: 3 clusters Score -2806471 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2806830.000000 Penalty: 4953.301758
	Iteration 4Q: 3 clusters Score -2806830 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2807221.250000 Penalty: 4953.301758
	Iteration 5Q: 3 clusters Score -2807221 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2807647.000000 Penalty: 4953.301758
	Iteration 6Q: 3 clusters Score -2807647 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2808113.500000 Penalty: 4953.301758
	Iteration 7Q: 3 clusters Score -2808114 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2808742.000000 Penalty: 4953.301758
	Iteration 8Q: 3 clusters Score -2808742 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2809458.500000 Penalty: 4953.301758
	Iteration 9Q: 3 clusters Score -2809458 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2810254.000000 Penalty: 4953.301758
	Iteration 10Q: 3 clusters Score -2810254 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2810978.250000 Penalty: 4953.301758
	Iteration 11Q: 3 clusters Score -2810978 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2811541.500000 Penalty: 4953.301758
	Iteration 12Q: 3 clusters Score -2811542 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2811992.250000 Penalty: 4953.301758
	Iteration 13Q: 3 clusters Score -2811992 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2812304.250000 Penalty: 4953.301758
	Iteration 14Q: 3 clusters Score -2812304 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2812499.750000 Penalty: 4953.301758
	Iteration 15Q: 3 clusters Score -2812500 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2812667.500000 Penalty: 4953.301758
	Iteration 16Q: 3 clusters Score -2812668 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2812814.500000 Penalty: 4953.301758
	Iteration 17Q: 3 clusters Score -2812814 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2812947.750000 Penalty: 4953.301758
	Iteration 18Q: 3 clusters Score -2812948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2813051.500000 Penalty: 4953.301758
	Iteration 19Q: 3 clusters Score -2813052 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2813138.000000 Penalty: 4953.301758
	Iteration 20F: 3 clusters Score -2813138 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2813217.000000 Penalty: 4953.301758
	Iteration 21Q: 3 clusters Score -2813217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2813291.500000 Penalty: 4953.301758
	Iteration 22Q: 3 clusters Score -2813292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2813332.250000 Penalty: 4953.301758
	Iteration 23Q: 3 clusters Score -2813332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2813379.500000 Penalty: 4953.301758
	Iteration 24Q: 3 clusters Score -2813380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2813409.250000 Penalty: 4953.301758
	Iteration 25Q: 3 clusters Score -2813409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2813419.000000 Penalty: 4953.301758
	Iteration 26Q: 3 clusters Score -2813419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2813437.000000 Penalty: 4953.301758
	Iteration 27Q: 3 clusters Score -2813437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2813462.000000 Penalty: 4953.301758
	Iteration 28Q: 3 clusters Score -2813462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2813474.250000 Penalty: 4953.301758
	Iteration 29Q: 3 clusters Score -2813474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2813486.500000 Penalty: 4953.301758
	Iteration 30Q: 3 clusters Score -2813486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2813489.250000 Penalty: 4953.301758
	Iteration 31Q: 3 clusters Score -2813489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2813505.250000 Penalty: 4953.301758
	Iteration 32Q: 3 clusters Score -2813505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2813509.250000 Penalty: 4953.301758
	Iteration 33Q: 3 clusters Score -2813509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2813524.000000 Penalty: 4953.301758
	Iteration 34Q: 3 clusters Score -2813524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2813540.000000 Penalty: 4953.301758
	Iteration 35Q: 3 clusters Score -2813540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2813552.750000 Penalty: 4953.301758
	Iteration 36Q: 3 clusters Score -2813553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2813559.500000 Penalty: 4953.301758
	Iteration 37Q: 3 clusters Score -2813560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2813568.500000 Penalty: 4953.301758
	Iteration 38Q: 3 clusters Score -2813568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2813577.250000 Penalty: 4953.301758
	Iteration 39Q: 3 clusters Score -2813577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2813580.500000 Penalty: 4953.301758
	Iteration 40F: 3 clusters Score -2813580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2813585.250000 Penalty: 4953.301758
	Iteration 41Q: 3 clusters Score -2813585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2813591.000000 Penalty: 4953.301758
	Iteration 42Q: 3 clusters Score -2813591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2813594.000000 Penalty: 4953.301758
	Iteration 43Q: 3 clusters Score -2813594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2813592.500000 Penalty: 4953.301758
	Iteration 44Q: 3 clusters Score -2813592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2813593.750000 Penalty: 4953.301758
	Iteration 45Q: 3 clusters Score -2813594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2813597.500000 Penalty: 4953.301758
	Iteration 46Q: 3 clusters Score -2813598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2813595.250000 Penalty: 4953.301758
	Iteration 47Q: 3 clusters Score -2813595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2813595.250000 Penalty: 4953.301758
	Iteration 48F: 3 clusters Score -2813595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (288575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288575 members 
Entering Unmasked Estep 
Score: -36696604.000000 Penalty: 3118.031982
	Iteration 0F: 2 clusters Score -3.66966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -36521560.000000 Penalty: 6236.063965
	Iteration 0F: 3 clusters Score -3.652156e+07 nChanged 139792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141005 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -36604848.000000 Penalty: 6236.063965
	Iteration 1F: 3 clusters Score -3.660485e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -36606024.000000 Penalty: 6236.063965
	Iteration 2Q: 3 clusters Score -3.660602e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -36607588.000000 Penalty: 6236.063965
	Iteration 3Q: 3 clusters Score -3.660759e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -36609768.000000 Penalty: 6236.063965
	Iteration 4Q: 3 clusters Score -3.660977e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122968 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -36613064.000000 Penalty: 6236.063965
	Iteration 5Q: 3 clusters Score -3.661306e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 176952 members 
Entering Unmasked Estep 
Score: -36618880.000000 Penalty: 6236.063965
	Iteration 6Q: 3 clusters Score -3.661888e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 193280 members 
Entering Unmasked Estep 
Score: -36629124.000000 Penalty: 6236.063965
	Iteration 7F: 3 clusters Score -3.662912e+07 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 213855 members 
Entering Unmasked Estep 
Score: -36643312.000000 Penalty: 6236.063965
	Iteration 8F: 3 clusters Score -3.664331e+07 nChanged 22096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 235437 members 
Entering Unmasked Estep 
Score: -36660672.000000 Penalty: 6236.063965
	Iteration 9F: 3 clusters Score -3.666067e+07 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 253061 members 
Entering Unmasked Estep 
Score: -36674216.000000 Penalty: 6236.063965
	Iteration 10F: 3 clusters Score -3.667422e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 264039 members 
Entering Unmasked Estep 
Score: -36681684.000000 Penalty: 6236.063965
	Iteration 11Q: 3 clusters Score -3.668168e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 270113 members 
Entering Unmasked Estep 
Score: -36685424.000000 Penalty: 6236.063965
	Iteration 12Q: 3 clusters Score -3.668542e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 273837 members 
Entering Unmasked Estep 
Score: -36687596.000000 Penalty: 6236.063965
	Iteration 13Q: 3 clusters Score -3.66876e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 276479 members 
Entering Unmasked Estep 
Score: -36688924.000000 Penalty: 6236.063965
	Iteration 14Q: 3 clusters Score -3.668892e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 278419 members 
Entering Unmasked Estep 
Score: -36689964.000000 Penalty: 6236.063965
	Iteration 15Q: 3 clusters Score -3.668996e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 279952 members 
Entering Unmasked Estep 
Score: -36690660.000000 Penalty: 6236.063965
	Iteration 16Q: 3 clusters Score -3.669066e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 281142 members 
Entering Unmasked Estep 
Score: -36691404.000000 Penalty: 6236.063965
	Iteration 17Q: 3 clusters Score -3.66914e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 282099 members 
Entering Unmasked Estep 
Score: -36691692.000000 Penalty: 6236.063965
	Iteration 18Q: 3 clusters Score -3.669169e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 282847 members 
Entering Unmasked Estep 
Score: -36692040.000000 Penalty: 6236.063965
	Iteration 19Q: 3 clusters Score -3.669204e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 283482 members 
Entering Unmasked Estep 
Score: -36692416.000000 Penalty: 6236.063965
	Iteration 20F: 3 clusters Score -3.669242e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 283992 members 
Entering Unmasked Estep 
Score: -36692628.000000 Penalty: 6236.063965
	Iteration 21Q: 3 clusters Score -3.669263e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 284432 members 
Entering Unmasked Estep 
Score: -36692836.000000 Penalty: 6236.063965
	Iteration 22Q: 3 clusters Score -3.669284e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 284792 members 
Entering Unmasked Estep 
Score: -36693004.000000 Penalty: 6236.063965
	Iteration 23Q: 3 clusters Score -3.6693e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 285071 members 
Entering Unmasked Estep 
Score: -36693004.000000 Penalty: 6236.063965
	Iteration 24Q: 3 clusters Score -3.6693e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 285318 members 
Entering Unmasked Estep 
Score: -36693144.000000 Penalty: 6236.063965
	Iteration 25Q: 3 clusters Score -3.669314e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 285529 members 
Entering Unmasked Estep 
Score: -36693320.000000 Penalty: 6236.063965
	Iteration 26Q: 3 clusters Score -3.669332e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 285720 members 
Entering Unmasked Estep 
Score: -36693416.000000 Penalty: 6236.063965
	Iteration 27Q: 3 clusters Score -3.669342e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 285871 members 
Entering Unmasked Estep 
Score: -36693556.000000 Penalty: 6236.063965
	Iteration 28Q: 3 clusters Score -3.669356e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 286007 members 
Entering Unmasked Estep 
Score: -36693612.000000 Penalty: 6236.063965
	Iteration 29Q: 3 clusters Score -3.669361e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 286133 members 
Entering Unmasked Estep 
Score: -36693676.000000 Penalty: 6236.063965
	Iteration 30Q: 3 clusters Score -3.669368e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 286234 members 
Entering Unmasked Estep 
Score: -36693792.000000 Penalty: 6236.063965
	Iteration 31Q: 3 clusters Score -3.669379e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -36693844.000000 Penalty: 6236.063965
	Iteration 32Q: 3 clusters Score -3.669384e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 286385 members 
Entering Unmasked Estep 
Score: -36693836.000000 Penalty: 6236.063965
	Iteration 33Q: 3 clusters Score -3.669384e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 286444 members 
Entering Unmasked Estep 
Score: -36693896.000000 Penalty: 6236.063965
	Iteration 34Q: 3 clusters Score -3.66939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 286500 members 
Entering Unmasked Estep 
Score: -36693932.000000 Penalty: 6236.063965
	Iteration 35Q: 3 clusters Score -3.669393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 286548 members 
Entering Unmasked Estep 
Score: -36693948.000000 Penalty: 6236.063965
	Iteration 36Q: 3 clusters Score -3.669395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 286592 members 
Entering Unmasked Estep 
Score: -36694004.000000 Penalty: 6236.063965
	Iteration 37Q: 3 clusters Score -3.6694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 286636 members 
Entering Unmasked Estep 
Score: -36693992.000000 Penalty: 6236.063965
	Iteration 38Q: 3 clusters Score -3.669399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 286674 members 
Entering Unmasked Estep 
Score: -36694032.000000 Penalty: 6236.063965
	Iteration 39Q: 3 clusters Score -3.669403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 286699 members 
Entering Unmasked Estep 
Score: -36694028.000000 Penalty: 6236.063965
	Iteration 40F: 3 clusters Score -3.669403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 286728 members 
Entering Unmasked Estep 
Score: -36694028.000000 Penalty: 6236.063965
	Iteration 41Q: 3 clusters Score -3.669403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 286748 members 
Entering Unmasked Estep 
Score: -36694060.000000 Penalty: 6236.063965
	Iteration 42Q: 3 clusters Score -3.669406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 286765 members 
Entering Unmasked Estep 
Score: -36694076.000000 Penalty: 6236.063965
	Iteration 43Q: 3 clusters Score -3.669408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 286784 members 
Entering Unmasked Estep 
Score: -36694084.000000 Penalty: 6236.063965
	Iteration 44Q: 3 clusters Score -3.669408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 286807 members 
Entering Unmasked Estep 
Score: -36694092.000000 Penalty: 6236.063965
	Iteration 45Q: 3 clusters Score -3.669409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 286819 members 
Entering Unmasked Estep 
Score: -36694128.000000 Penalty: 6236.063965
	Iteration 46Q: 3 clusters Score -3.669413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 286830 members 
Entering Unmasked Estep 
Score: -36694136.000000 Penalty: 6236.063965
	Iteration 47Q: 3 clusters Score -3.669414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 286842 members 
Entering Unmasked Estep 
Score: -36694136.000000 Penalty: 6236.063965
	Iteration 48Q: 3 clusters Score -3.669414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 286852 members 
Entering Unmasked Estep 
Score: -36694164.000000 Penalty: 6236.063965
	Iteration 49Q: 3 clusters Score -3.669416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 286860 members 
Entering Unmasked Estep 
Score: -36694176.000000 Penalty: 6236.063965
	Iteration 50Q: 3 clusters Score -3.669418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 286866 members 
Entering Unmasked Estep 
Score: -36694176.000000 Penalty: 6236.063965
	Iteration 51Q: 3 clusters Score -3.669418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 286869 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 52Q: 3 clusters Score -3.669416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 286873 members 
Entering Unmasked Estep 
Score: -36694140.000000 Penalty: 6236.063965
	Iteration 53Q: 3 clusters Score -3.669414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 286881 members 
Entering Unmasked Estep 
Score: -36694168.000000 Penalty: 6236.063965
	Iteration 54Q: 3 clusters Score -3.669417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 286884 members 
Entering Unmasked Estep 
Score: -36694176.000000 Penalty: 6236.063965
	Iteration 55Q: 3 clusters Score -3.669418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 286889 members 
Entering Unmasked Estep 
Score: -36694172.000000 Penalty: 6236.063965
	Iteration 56Q: 3 clusters Score -3.669417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 286891 members 
Entering Unmasked Estep 
Score: -36694156.000000 Penalty: 6236.063965
	Iteration 57Q: 3 clusters Score -3.669416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 286890 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 58Q: 3 clusters Score -3.669416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 286891 members 
Entering Unmasked Estep 
Score: -36694152.000000 Penalty: 6236.063965
	Iteration 59Q: 3 clusters Score -3.669415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 286891 members 
Entering Unmasked Estep 
Score: -36694148.000000 Penalty: 6236.063965
	Iteration 60F: 3 clusters Score -3.669415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 286896 members 
Entering Unmasked Estep 
Score: -36694176.000000 Penalty: 6236.063965
	Iteration 61Q: 3 clusters Score -3.669418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 286897 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 62Q: 3 clusters Score -3.669416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 286898 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 63Q: 3 clusters Score -3.669416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 286899 members 
Entering Unmasked Estep 
Score: -36694156.000000 Penalty: 6236.063965
	Iteration 64Q: 3 clusters Score -3.669416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 286902 members 
Entering Unmasked Estep 
Score: -36694164.000000 Penalty: 6236.063965
	Iteration 65Q: 3 clusters Score -3.669416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 286903 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 66Q: 3 clusters Score -3.669416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 286903 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6236.063965
	Iteration 67F: 3 clusters Score -3.669416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -291532.593750 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -291532.6 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 1228 members 
Entering Unmasked Estep 
Score: -288678.656250 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -288678.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289234.000000 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -289234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289386.781250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -289386.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -289489.875000 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -289489.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289581.218750 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -289581.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -289675.875000 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -289675.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -289769.625000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -289769.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289842.750000 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -289842.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -289929.625000 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -289929.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -290019.281250 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -290019.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290097.343750 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -290097.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -290150.937500 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -290150.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290184.156250 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -290184.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290213.343750 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -290213.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -290237.562500 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -290237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -290249.906250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -290249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -290260.843750 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -290260.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290272.500000 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -290272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -290277.656250 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -290277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -290282.906250 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -290282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -290285.656250 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -290285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290287.125000 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -290287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -290288.687500 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -290288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290289.687500 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -290289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290291.125000 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -290291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290293.906250 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -290293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290295.062500 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -290295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290295.750000 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -290295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290295.843750 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -290295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290295.843750 Penalty: 3865.209961
	Iteration 29F: 3 clusters Score -290295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Entering Unmasked Estep 
Score: -5847512.000000 Penalty: 2666.600098
	Iteration 0F: 2 clusters Score -5847512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5816037.500000 Penalty: 5333.200195
	Iteration 0F: 3 clusters Score -5816038 nChanged 21505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5827855.000000 Penalty: 5333.200195
	Iteration 1F: 3 clusters Score -5827855 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5828442.000000 Penalty: 5333.200195
	Iteration 2Q: 3 clusters Score -5828442 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5829236.000000 Penalty: 5333.200195
	Iteration 3Q: 3 clusters Score -5829236 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5830199.500000 Penalty: 5333.200195
	Iteration 4Q: 3 clusters Score -5830200 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5831871.000000 Penalty: 5333.200195
	Iteration 5F: 3 clusters Score -5831871 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -5834291.500000 Penalty: 5333.200195
	Iteration 6F: 3 clusters Score -5834292 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5837452.000000 Penalty: 5333.200195
	Iteration 7F: 3 clusters Score -5837452 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5840733.500000 Penalty: 5333.200195
	Iteration 8F: 3 clusters Score -5840734 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5843233.000000 Penalty: 5333.200195
	Iteration 9F: 3 clusters Score -5843233 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5844453.000000 Penalty: 5333.200195
	Iteration 10Q: 3 clusters Score -5844453 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5844987.500000 Penalty: 5333.200195
	Iteration 11Q: 3 clusters Score -5844988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5845145.000000 Penalty: 5333.200195
	Iteration 12Q: 3 clusters Score -5845145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5845216.000000 Penalty: 5333.200195
	Iteration 13Q: 3 clusters Score -5845216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5845234.500000 Penalty: 5333.200195
	Iteration 14Q: 3 clusters Score -5845234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5845259.000000 Penalty: 5333.200195
	Iteration 15Q: 3 clusters Score -5845259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5845284.500000 Penalty: 5333.200195
	Iteration 16Q: 3 clusters Score -5845284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5845297.500000 Penalty: 5333.200195
	Iteration 17Q: 3 clusters Score -5845298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5845303.500000 Penalty: 5333.200195
	Iteration 18Q: 3 clusters Score -5845304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5845306.500000 Penalty: 5333.200195
	Iteration 19Q: 3 clusters Score -5845306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5845314.000000 Penalty: 5333.200195
	Iteration 20F: 3 clusters Score -5845314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5845316.500000 Penalty: 5333.200195
	Iteration 21Q: 3 clusters Score -5845316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5845323.000000 Penalty: 5333.200195
	Iteration 22Q: 3 clusters Score -5845323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5845332.500000 Penalty: 5333.200195
	Iteration 23Q: 3 clusters Score -5845332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5845335.500000 Penalty: 5333.200195
	Iteration 24Q: 3 clusters Score -5845336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5845342.000000 Penalty: 5333.200195
	Iteration 25Q: 3 clusters Score -5845342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5845354.500000 Penalty: 5333.200195
	Iteration 26Q: 3 clusters Score -5845354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5845361.500000 Penalty: 5333.200195
	Iteration 27Q: 3 clusters Score -5845362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5845383.500000 Penalty: 5333.200195
	Iteration 28Q: 3 clusters Score -5845384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5845392.000000 Penalty: 5333.200195
	Iteration 29Q: 3 clusters Score -5845392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5845407.000000 Penalty: 5333.200195
	Iteration 30Q: 3 clusters Score -5845407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5845421.500000 Penalty: 5333.200195
	Iteration 31Q: 3 clusters Score -5845422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5845424.500000 Penalty: 5333.200195
	Iteration 32Q: 3 clusters Score -5845424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5845423.000000 Penalty: 5333.200195
	Iteration 33Q: 3 clusters Score -5845423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5845426.500000 Penalty: 5333.200195
	Iteration 34Q: 3 clusters Score -5845426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5845428.500000 Penalty: 5333.200195
	Iteration 35Q: 3 clusters Score -5845428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5845431.000000 Penalty: 5333.200195
	Iteration 36Q: 3 clusters Score -5845431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5845431.000000 Penalty: 5333.200195
	Iteration 37F: 3 clusters Score -5845431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -773692.312500 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -773692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -768327.500000 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -768327.5 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -769843.125000 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -769843.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -770302.687500 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -770302.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -770717.812500 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -770717.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -771108.750000 Penalty: 4340.103027
	Iteration 4F: 3 clusters Score -771108.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -771461.125000 Penalty: 4340.103027
	Iteration 5F: 3 clusters Score -771461.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -771714.875000 Penalty: 4340.103027
	Iteration 6F: 3 clusters Score -771714.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -771893.937500 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -771893.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -772010.687500 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -772010.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -772113.625000 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -772113.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -772198.625000 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -772198.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -772266.750000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -772266.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -772309.625000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -772309.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -772341.937500 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -772341.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -772374.625000 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -772374.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -772403.000000 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -772403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -772420.375000 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -772420.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -772434.500000 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -772434.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -772443.750000 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -772443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -772448.125000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -772448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -772450.500000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -772450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -772453.500000 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -772453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -772456.750000 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -772456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -772458.562500 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -772458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -772460.062500 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -772460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -772460.500000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -772460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -772463.062500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -772463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -772464.000000 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -772464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -772465.500000 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -772465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -772465.000000 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -772465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -772466.062500 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -772466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -772466.375000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -772466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -772470.687500 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -772470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -772470.187500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -772470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -772470.687500 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -772470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -772471.187500 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -772471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -772471.062500 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -772471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -772472.125000 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -772472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -772474.750000 Penalty: 4340.103027
	Iteration 38Q: 3 clusters Score -772474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -772477.125000 Penalty: 4340.103027
	Iteration 39Q: 3 clusters Score -772477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -772477.687500 Penalty: 4340.103027
	Iteration 40F: 3 clusters Score -772477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -772478.437500 Penalty: 4340.103027
	Iteration 41Q: 3 clusters Score -772478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -772478.562500 Penalty: 4340.103027
	Iteration 42Q: 3 clusters Score -772478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -772482.562500 Penalty: 4340.103027
	Iteration 43Q: 3 clusters Score -772482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -772482.625000 Penalty: 4340.103027
	Iteration 44Q: 3 clusters Score -772482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -772483.437500 Penalty: 4340.103027
	Iteration 45Q: 3 clusters Score -772483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -772485.625000 Penalty: 4340.103027
	Iteration 46Q: 3 clusters Score -772485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -772485.625000 Penalty: 4340.103027
	Iteration 47F: 3 clusters Score -772485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Entering Unmasked Estep 
Score: -2966106.250000 Penalty: 2489.753418
	Iteration 0F: 2 clusters Score -2966106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2950154.250000 Penalty: 4979.506836
	Iteration 0F: 3 clusters Score -2950154 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2955526.500000 Penalty: 4979.506836
	Iteration 1F: 3 clusters Score -2955526 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2955962.000000 Penalty: 4979.506836
	Iteration 2F: 3 clusters Score -2955962 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2956248.750000 Penalty: 4979.506836
	Iteration 3Q: 3 clusters Score -2956249 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2956493.000000 Penalty: 4979.506836
	Iteration 4Q: 3 clusters Score -2956493 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2956702.250000 Penalty: 4979.506836
	Iteration 5Q: 3 clusters Score -2956702 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2956899.750000 Penalty: 4979.506836
	Iteration 6Q: 3 clusters Score -2956900 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2957116.500000 Penalty: 4979.506836
	Iteration 7Q: 3 clusters Score -2957116 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2957371.000000 Penalty: 4979.506836
	Iteration 8Q: 3 clusters Score -2957371 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2957662.750000 Penalty: 4979.506836
	Iteration 9Q: 3 clusters Score -2957663 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2958004.250000 Penalty: 4979.506836
	Iteration 10Q: 3 clusters Score -2958004 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2958358.500000 Penalty: 4979.506836
	Iteration 11Q: 3 clusters Score -2958358 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2958770.250000 Penalty: 4979.506836
	Iteration 12Q: 3 clusters Score -2958770 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2959147.000000 Penalty: 4979.506836
	Iteration 13Q: 3 clusters Score -2959147 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2959588.250000 Penalty: 4979.506836
	Iteration 14Q: 3 clusters Score -2959588 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2960030.500000 Penalty: 4979.506836
	Iteration 15Q: 3 clusters Score -2960030 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2960507.250000 Penalty: 4979.506836
	Iteration 16Q: 3 clusters Score -2960507 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2960986.000000 Penalty: 4979.506836
	Iteration 17Q: 3 clusters Score -2960986 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2961333.000000 Penalty: 4979.506836
	Iteration 18Q: 3 clusters Score -2961333 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2961529.500000 Penalty: 4979.506836
	Iteration 19Q: 3 clusters Score -2961530 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2961639.750000 Penalty: 4979.506836
	Iteration 20F: 3 clusters Score -2961640 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2961742.750000 Penalty: 4979.506836
	Iteration 21Q: 3 clusters Score -2961743 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2961804.500000 Penalty: 4979.506836
	Iteration 22Q: 3 clusters Score -2961804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2961853.750000 Penalty: 4979.506836
	Iteration 23Q: 3 clusters Score -2961854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2961886.500000 Penalty: 4979.506836
	Iteration 24Q: 3 clusters Score -2961886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2961929.750000 Penalty: 4979.506836
	Iteration 25Q: 3 clusters Score -2961930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2961971.250000 Penalty: 4979.506836
	Iteration 26Q: 3 clusters Score -2961971 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2961999.500000 Penalty: 4979.506836
	Iteration 27Q: 3 clusters Score -2962000 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2962034.250000 Penalty: 4979.506836
	Iteration 28Q: 3 clusters Score -2962034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2962048.750000 Penalty: 4979.506836
	Iteration 29Q: 3 clusters Score -2962049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2962062.000000 Penalty: 4979.506836
	Iteration 30Q: 3 clusters Score -2962062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2962076.500000 Penalty: 4979.506836
	Iteration 31Q: 3 clusters Score -2962076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2962087.250000 Penalty: 4979.506836
	Iteration 32Q: 3 clusters Score -2962087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2962118.000000 Penalty: 4979.506836
	Iteration 33Q: 3 clusters Score -2962118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2962138.750000 Penalty: 4979.506836
	Iteration 34Q: 3 clusters Score -2962139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2962152.500000 Penalty: 4979.506836
	Iteration 35Q: 3 clusters Score -2962152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2962155.250000 Penalty: 4979.506836
	Iteration 36Q: 3 clusters Score -2962155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2962175.250000 Penalty: 4979.506836
	Iteration 37Q: 3 clusters Score -2962175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2962182.000000 Penalty: 4979.506836
	Iteration 38Q: 3 clusters Score -2962182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2962194.750000 Penalty: 4979.506836
	Iteration 39Q: 3 clusters Score -2962195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2962196.750000 Penalty: 4979.506836
	Iteration 40F: 3 clusters Score -2962197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2962207.000000 Penalty: 4979.506836
	Iteration 41Q: 3 clusters Score -2962207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2962217.750000 Penalty: 4979.506836
	Iteration 42Q: 3 clusters Score -2962218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2962224.000000 Penalty: 4979.506836
	Iteration 43Q: 3 clusters Score -2962224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2962226.500000 Penalty: 4979.506836
	Iteration 44Q: 3 clusters Score -2962226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2962226.750000 Penalty: 4979.506836
	Iteration 45Q: 3 clusters Score -2962227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2962222.250000 Penalty: 4979.506836
	Iteration 46Q: 3 clusters Score -2962222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2962225.250000 Penalty: 4979.506836
	Iteration 47Q: 3 clusters Score -2962225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2962235.000000 Penalty: 4979.506836
	Iteration 48Q: 3 clusters Score -2962235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2962238.750000 Penalty: 4979.506836
	Iteration 49Q: 3 clusters Score -2962239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2962231.000000 Penalty: 4979.506836
	Iteration 50Q: 3 clusters Score -2962231 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11136 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2962236 nChanged 35
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Mstep: Class 1 contains 11119 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2962243 nChanged 21
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Mstep: Class 1 contains 11096 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2962242 nChanged 17
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2962247 nChanged 11
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Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2962248 nChanged 9
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Mstep: Class 1 contains 11083 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2962256 nChanged 6
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Mstep: Class 1 contains 11079 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2962255 nChanged 6
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Mstep: Class 1 contains 11073 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2962254 nChanged 7
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Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2962253 nChanged 6
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Mstep: Class 1 contains 11060 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2962260 nChanged 7
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Mstep: Class 1 contains 11055 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2962260 nChanged 6
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Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2962256 nChanged 10
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Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2962254 nChanged 16
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Mstep: Class 1 contains 11027 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2962256 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2962259 nChanged 13
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Mstep: Class 1 contains 11006 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2962259 nChanged 17
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Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2962261 nChanged 18
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Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2962259 nChanged 14
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Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2962254 nChanged 14
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Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2962263 nChanged 9
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Mstep: Class 1 contains 10950 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2962269 nChanged 11
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2962269 nChanged 9
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Mstep: Class 1 contains 10932 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2962266 nChanged 11
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Mstep: Class 1 contains 10921 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2962270 nChanged 11
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Mstep: Class 1 contains 10910 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2962268 nChanged 14
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Mstep: Class 1 contains 10896 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2962270 nChanged 14
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2962273 nChanged 14
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Mstep: Class 1 contains 10870 members 
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	Iteration 79Q: 3 clusters Score -2962270 nChanged 13
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Mstep: Class 1 contains 10857 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2962274 nChanged 9
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Mstep: Class 1 contains 10848 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2962269 nChanged 9
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2962265 nChanged 7
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2962263 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2962266 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2962268 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2962272 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2962272 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2962276 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2962273 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2962271 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2962271 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2962275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2962278 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2962275 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2962279 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2962281 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2962283 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2962281 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2962281 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2962280 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2962281 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2962283 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2962284 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2962287 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2962284 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2962279 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2962283 nChanged 3
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Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2962282 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2962282 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2962285 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2962288 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2962286 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2962286 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2962286 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2962286 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2962284 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2962283 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2962280 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2962281 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10666 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2962283 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10666 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2962286 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2962285 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2962284 nChanged 3
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Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2962283 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2962284 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2962284 nChanged 3
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2962288 nChanged 2
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2962285 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2962284 nChanged 2
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Mstep: Class 1 contains 10652 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2962281 nChanged 2
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	Iteration 131Q: 3 clusters Score -2962284 nChanged 0
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	Iteration 132F: 3 clusters Score -2962284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1862839 nChanged 0
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Assigned 3 initial classes randomly.
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	Iteration 1F: 3 clusters Score -1855628 nChanged 801
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	Iteration 2F: 3 clusters Score -1855949 nChanged 646
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Mstep: Class 1 contains 7280 members 
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	Iteration 3Q: 3 clusters Score -1856216 nChanged 615
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Mstep: Class 1 contains 7309 members 
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Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1856464 nChanged 565
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Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1856725 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1856993 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1857232 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1857471 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1857741.625000 Penalty: 4747.189941
	Iteration 9Q: 3 clusters Score -1857742 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1858054.000000 Penalty: 4747.189941
	Iteration 10Q: 3 clusters Score -1858054 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1858418.250000 Penalty: 4747.189941
	Iteration 11Q: 3 clusters Score -1858418 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1858804.250000 Penalty: 4747.189941
	Iteration 12Q: 3 clusters Score -1858804 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1859126.250000 Penalty: 4747.189941
	Iteration 13Q: 3 clusters Score -1859126 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1859384.500000 Penalty: 4747.189941
	Iteration 14Q: 3 clusters Score -1859384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1859582.375000 Penalty: 4747.189941
	Iteration 15Q: 3 clusters Score -1859582 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1859749.500000 Penalty: 4747.189941
	Iteration 16Q: 3 clusters Score -1859750 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1859886.125000 Penalty: 4747.189941
	Iteration 17Q: 3 clusters Score -1859886 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1859978.375000 Penalty: 4747.189941
	Iteration 18Q: 3 clusters Score -1859978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1860090.250000 Penalty: 4747.189941
	Iteration 19Q: 3 clusters Score -1860090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1860173.125000 Penalty: 4747.189941
	Iteration 20F: 3 clusters Score -1860173 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1860248.875000 Penalty: 4747.189941
	Iteration 21Q: 3 clusters Score -1860249 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1860318.875000 Penalty: 4747.189941
	Iteration 22Q: 3 clusters Score -1860319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1860364.375000 Penalty: 4747.189941
	Iteration 23Q: 3 clusters Score -1860364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1860394.750000 Penalty: 4747.189941
	Iteration 24Q: 3 clusters Score -1860395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1860432.000000 Penalty: 4747.189941
	Iteration 25Q: 3 clusters Score -1860432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1860466.250000 Penalty: 4747.189941
	Iteration 26Q: 3 clusters Score -1860466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1860489.875000 Penalty: 4747.189941
	Iteration 27Q: 3 clusters Score -1860490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1860507.000000 Penalty: 4747.189941
	Iteration 28Q: 3 clusters Score -1860507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1860522.375000 Penalty: 4747.189941
	Iteration 29Q: 3 clusters Score -1860522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1860539.125000 Penalty: 4747.189941
	Iteration 30Q: 3 clusters Score -1860539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1860553.625000 Penalty: 4747.189941
	Iteration 31Q: 3 clusters Score -1860554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1860572.500000 Penalty: 4747.189941
	Iteration 32Q: 3 clusters Score -1860572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1860584.750000 Penalty: 4747.189941
	Iteration 33Q: 3 clusters Score -1860585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1860600.750000 Penalty: 4747.189941
	Iteration 34Q: 3 clusters Score -1860601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1860611.875000 Penalty: 4747.189941
	Iteration 35Q: 3 clusters Score -1860612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1860629.125000 Penalty: 4747.189941
	Iteration 36Q: 3 clusters Score -1860629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1860644.875000 Penalty: 4747.189941
	Iteration 37Q: 3 clusters Score -1860645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1860664.375000 Penalty: 4747.189941
	Iteration 38Q: 3 clusters Score -1860664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1860686.250000 Penalty: 4747.189941
	Iteration 39Q: 3 clusters Score -1860686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1860708.000000 Penalty: 4747.189941
	Iteration 40F: 3 clusters Score -1860708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1860719.625000 Penalty: 4747.189941
	Iteration 41Q: 3 clusters Score -1860720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1860727.250000 Penalty: 4747.189941
	Iteration 42Q: 3 clusters Score -1860727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1860732.250000 Penalty: 4747.189941
	Iteration 43Q: 3 clusters Score -1860732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1860741.625000 Penalty: 4747.189941
	Iteration 44Q: 3 clusters Score -1860742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1860750.375000 Penalty: 4747.189941
	Iteration 45Q: 3 clusters Score -1860750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1860757.125000 Penalty: 4747.189941
	Iteration 46Q: 3 clusters Score -1860757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1860765.500000 Penalty: 4747.189941
	Iteration 47Q: 3 clusters Score -1860766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1860771.500000 Penalty: 4747.189941
	Iteration 48Q: 3 clusters Score -1860772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1860775.000000 Penalty: 4747.189941
	Iteration 49Q: 3 clusters Score -1860775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1860775.750000 Penalty: 4747.189941
	Iteration 50Q: 3 clusters Score -1860776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1860779.250000 Penalty: 4747.189941
	Iteration 51Q: 3 clusters Score -1860779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1860778.375000 Penalty: 4747.189941
	Iteration 52Q: 3 clusters Score -1860778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1860781.875000 Penalty: 4747.189941
	Iteration 53Q: 3 clusters Score -1860782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1860784.500000 Penalty: 4747.189941
	Iteration 54Q: 3 clusters Score -1860784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1860784.500000 Penalty: 4747.189941
	Iteration 55Q: 3 clusters Score -1860784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1860784.000000 Penalty: 4747.189941
	Iteration 56Q: 3 clusters Score -1860784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1860785.500000 Penalty: 4747.189941
	Iteration 57Q: 3 clusters Score -1860786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1860786.250000 Penalty: 4747.189941
	Iteration 58Q: 3 clusters Score -1860786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1860787.500000 Penalty: 4747.189941
	Iteration 59Q: 3 clusters Score -1860788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1860788.500000 Penalty: 4747.189941
	Iteration 60F: 3 clusters Score -1860788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -60378.929688 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -60378.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58856.070312 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -58856.07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59154.769531 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -59154.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59348.085938 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -59348.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59539.714844 Penalty: 3134.208252
	Iteration 3F: 3 clusters Score -59539.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59735.839844 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -59735.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59779.781250 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -59779.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59854.492188 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -59854.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59919.054688 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -59919.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59979.101562 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -59979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60100.726562 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -60100.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60230.722656 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -60230.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60288.394531 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -60288.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60356.941406 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -60356.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60460.992188 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -60460.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60569.175781 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -60569.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60632.386719 Penalty: 3134.208252
	Iteration 15Q: 3 clusters Score -60632.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60678.093750 Penalty: 3134.208252
	Iteration 16Q: 3 clusters Score -60678.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60706.585938 Penalty: 3134.208252
	Iteration 17Q: 3 clusters Score -60706.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60707.945312 Penalty: 3134.208252
	Iteration 18Q: 3 clusters Score -60707.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60711.863281 Penalty: 3134.208252
	Iteration 19Q: 3 clusters Score -60711.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60713.386719 Penalty: 3134.208252
	Iteration 20F: 3 clusters Score -60713.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 109446 members 
Mstep: Class 3 contains 59099 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 21731 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 288575 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 46743 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1250 members 
Mstep: Class 17 contains 235606 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 78098 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 11795 members 
Entering Unmasked Estep 
Score: -116063760.000000 Penalty: 71542.664062
Splitting cluster 13 changes total score from -116064984.000000 to -116063760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -27669.585938 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -27669.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26432.734375 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -26432.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26562.947266 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -26562.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26625.882812 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -26625.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26660.730469 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -26660.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26668.582031 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -26668.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26677.578125 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -26677.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26677.578125 Penalty: 2780.477783
	Iteration 6F: 3 clusters Score -26677.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -222454.156250 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -222454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219986.843750 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -219986.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -220420.671875 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -220420.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -220521.671875 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -220521.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220582.218750 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -220582.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220632.546875 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -220632.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220661.609375 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -220661.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220681.531250 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -220681.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -220699.578125 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -220699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220717.765625 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -220717.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220730.468750 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -220730.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220741.921875 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -220741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220750.859375 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -220750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220756.062500 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -220756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -220759.906250 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -220759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220763.078125 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -220763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220765.140625 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -220765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220765.250000 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -220765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220766.125000 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -220766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -220767.703125 Penalty: 3711.410156
	Iteration 18Q: 3 clusters Score -220767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220770.515625 Penalty: 3711.410156
	Iteration 19Q: 3 clusters Score -220770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220771.937500 Penalty: 3711.410156
	Iteration 20F: 3 clusters Score -220771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220774.375000 Penalty: 3711.410156
	Iteration 21Q: 3 clusters Score -220774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220776.031250 Penalty: 3711.410156
	Iteration 22Q: 3 clusters Score -220776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220777.109375 Penalty: 3711.410156
	Iteration 23Q: 3 clusters Score -220777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220779.765625 Penalty: 3711.410156
	Iteration 24Q: 3 clusters Score -220779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220783.234375 Penalty: 3711.410156
	Iteration 25Q: 3 clusters Score -220783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220787.093750 Penalty: 3711.410156
	Iteration 26Q: 3 clusters Score -220787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220791.500000 Penalty: 3711.410156
	Iteration 27Q: 3 clusters Score -220791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220792.765625 Penalty: 3711.410156
	Iteration 28Q: 3 clusters Score -220792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220794.843750 Penalty: 3711.410156
	Iteration 29Q: 3 clusters Score -220794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220797.125000 Penalty: 3711.410156
	Iteration 30Q: 3 clusters Score -220797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -220798.328125 Penalty: 3711.410156
	Iteration 31Q: 3 clusters Score -220798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220799.125000 Penalty: 3711.410156
	Iteration 32Q: 3 clusters Score -220799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220799.125000 Penalty: 3711.410156
	Iteration 33F: 3 clusters Score -220799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -156480.796875 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -156480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154367.578125 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -154367.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154675.953125 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -154676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154752.453125 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -154752.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154791.453125 Penalty: 3536.925781
	Iteration 3Q: 3 clusters Score -154791.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -154811.125000 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -154811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154828.125000 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -154828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154838.093750 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -154838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -154845.921875 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -154845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154854.828125 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -154854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154870.359375 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -154870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154878.953125 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -154879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154883.437500 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -154883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154886.359375 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -154886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154888.031250 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -154888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154888.937500 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -154888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154889.375000 Penalty: 3536.925781
	Iteration 15Q: 3 clusters Score -154889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154889.375000 Penalty: 3536.925781
	Iteration 16F: 3 clusters Score -154889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235606 members 
Entering Unmasked Estep 
Score: -30129808.000000 Penalty: 3067.739258
	Iteration 0F: 2 clusters Score -3.012981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -30030832.000000 Penalty: 6135.478516
	Iteration 0F: 3 clusters Score -3.003083e+07 nChanged 113407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -30097386.000000 Penalty: 6135.478516
	Iteration 1F: 3 clusters Score -3.009739e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -30098062.000000 Penalty: 6135.478516
	Iteration 2Q: 3 clusters Score -3.009806e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -30098618.000000 Penalty: 6135.478516
	Iteration 3Q: 3 clusters Score -3.009862e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -30099716.000000 Penalty: 6135.478516
	Iteration 4Q: 3 clusters Score -3.009972e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -30100912.000000 Penalty: 6135.478516
	Iteration 5Q: 3 clusters Score -3.010091e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -30103656.000000 Penalty: 6135.478516
	Iteration 6Q: 3 clusters Score -3.010366e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141340 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -30107912.000000 Penalty: 6135.478516
	Iteration 7Q: 3 clusters Score -3.010791e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -30115588.000000 Penalty: 6135.478516
	Iteration 8F: 3 clusters Score -3.011559e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -30125826.000000 Penalty: 6135.478516
	Iteration 9F: 3 clusters Score -3.012583e+07 nChanged 16037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -30135104.000000 Penalty: 6135.478516
	Iteration 10F: 3 clusters Score -3.01351e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147254 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -30138768.000000 Penalty: 6135.478516
	Iteration 11F: 3 clusters Score -3.013877e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -30139684.000000 Penalty: 6135.478516
	Iteration 12Q: 3 clusters Score -3.013968e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -30139932.000000 Penalty: 6135.478516
	Iteration 13Q: 3 clusters Score -3.013993e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -30140056.000000 Penalty: 6135.478516
	Iteration 14Q: 3 clusters Score -3.014006e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -30140496.000000 Penalty: 6135.478516
	Iteration 15Q: 3 clusters Score -3.01405e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130365 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -30140654.000000 Penalty: 6135.478516
	Iteration 16Q: 3 clusters Score -3.014065e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -30141106.000000 Penalty: 6135.478516
	Iteration 17Q: 3 clusters Score -3.014111e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122597 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -30141378.000000 Penalty: 6135.478516
	Iteration 18Q: 3 clusters Score -3.014138e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -30141628.000000 Penalty: 6135.478516
	Iteration 19Q: 3 clusters Score -3.014163e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 121145 members 
Entering Unmasked Estep 
Score: -30142002.000000 Penalty: 6135.478516
	Iteration 20F: 3 clusters Score -3.0142e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -30142506.000000 Penalty: 6135.478516
	Iteration 21Q: 3 clusters Score -3.014251e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -30142932.000000 Penalty: 6135.478516
	Iteration 22Q: 3 clusters Score -3.014293e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -30143252.000000 Penalty: 6135.478516
	Iteration 23Q: 3 clusters Score -3.014325e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -30143818.000000 Penalty: 6135.478516
	Iteration 24Q: 3 clusters Score -3.014382e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -30143940.000000 Penalty: 6135.478516
	Iteration 25Q: 3 clusters Score -3.014394e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 157288 members 
Entering Unmasked Estep 
Score: -30144272.000000 Penalty: 6135.478516
	Iteration 26Q: 3 clusters Score -3.014427e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -30144400.000000 Penalty: 6135.478516
	Iteration 27Q: 3 clusters Score -3.01444e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 177167 members 
Entering Unmasked Estep 
Score: -30144320.000000 Penalty: 6135.478516
	Iteration 28Q: 3 clusters Score -3.014432e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 187581 members 
Entering Unmasked Estep 
Score: -30141018.000000 Penalty: 6135.478516
	Iteration 29Q: 3 clusters Score -3.014102e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 197994 members 
Entering Unmasked Estep 
Score: -30136796.000000 Penalty: 6135.478516
	Iteration 30Q: 3 clusters Score -3.01368e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 206077 members 
Entering Unmasked Estep 
Score: -30132796.000000 Penalty: 6135.478516
	Iteration 31Q: 3 clusters Score -3.01328e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 211574 members 
Entering Unmasked Estep 
Score: -30129506.000000 Penalty: 6135.478516
	Iteration 32Q: 3 clusters Score -3.012951e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 215587 members 
Entering Unmasked Estep 
Score: -30127574.000000 Penalty: 6135.478516
	Iteration 33Q: 3 clusters Score -3.012757e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 218588 members 
Entering Unmasked Estep 
Score: -30126102.000000 Penalty: 6135.478516
	Iteration 34Q: 3 clusters Score -3.01261e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 220937 members 
Entering Unmasked Estep 
Score: -30125104.000000 Penalty: 6135.478516
	Iteration 35Q: 3 clusters Score -3.01251e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 222862 members 
Entering Unmasked Estep 
Score: -30124460.000000 Penalty: 6135.478516
	Iteration 36Q: 3 clusters Score -3.012446e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 224415 members 
Entering Unmasked Estep 
Score: -30124252.000000 Penalty: 6135.478516
	Iteration 37Q: 3 clusters Score -3.012425e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -30124016.000000 Penalty: 6135.478516
	Iteration 38Q: 3 clusters Score -3.012402e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -30123922.000000 Penalty: 6135.478516
	Iteration 39Q: 3 clusters Score -3.012392e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 227668 members 
Entering Unmasked Estep 
Score: -30128844.000000 Penalty: 6135.478516
	Iteration 40F: 3 clusters Score -3.012884e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 232495 members 
Entering Unmasked Estep 
Score: -30127368.000000 Penalty: 6135.478516
	Iteration 41Q: 3 clusters Score -3.012737e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 234055 members 
Entering Unmasked Estep 
Score: -30126998.000000 Penalty: 6135.478516
	Iteration 42Q: 3 clusters Score -3.0127e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 234706 members 
Entering Unmasked Estep 
Score: -30127058.000000 Penalty: 6135.478516
	Iteration 43Q: 3 clusters Score -3.012706e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 234978 members 
Entering Unmasked Estep 
Score: -30127102.000000 Penalty: 6135.478516
	Iteration 44Q: 3 clusters Score -3.01271e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 235106 members 
Entering Unmasked Estep 
Score: -30127170.000000 Penalty: 6135.478516
	Iteration 45Q: 3 clusters Score -3.012717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 235167 members 
Entering Unmasked Estep 
Score: -30127200.000000 Penalty: 6135.478516
	Iteration 46Q: 3 clusters Score -3.01272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 235204 members 
Entering Unmasked Estep 
Score: -30127234.000000 Penalty: 6135.478516
	Iteration 47Q: 3 clusters Score -3.012723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 235226 members 
Entering Unmasked Estep 
Score: -30127254.000000 Penalty: 6135.478516
	Iteration 48Q: 3 clusters Score -3.012725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 235243 members 
Entering Unmasked Estep 
Score: -30127262.000000 Penalty: 6135.478516
	Iteration 49Q: 3 clusters Score -3.012726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 235254 members 
Entering Unmasked Estep 
Score: -30127264.000000 Penalty: 6135.478516
	Iteration 50Q: 3 clusters Score -3.012726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 235257 members 
Entering Unmasked Estep 
Score: -30127270.000000 Penalty: 6135.478516
	Iteration 51Q: 3 clusters Score -3.012727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235264 members 
Entering Unmasked Estep 
Score: -30127278.000000 Penalty: 6135.478516
	Iteration 52Q: 3 clusters Score -3.012728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 235270 members 
Entering Unmasked Estep 
Score: -30127286.000000 Penalty: 6135.478516
	Iteration 53Q: 3 clusters Score -3.012729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235271 members 
Entering Unmasked Estep 
Score: -30127284.000000 Penalty: 6135.478516
	Iteration 54Q: 3 clusters Score -3.012728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 235274 members 
Entering Unmasked Estep 
Score: -30127292.000000 Penalty: 6135.478516
	Iteration 55Q: 3 clusters Score -3.012729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 235276 members 
Entering Unmasked Estep 
Score: -30127276.000000 Penalty: 6135.478516
	Iteration 56Q: 3 clusters Score -3.012728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 235276 members 
Entering Unmasked Estep 
Score: -30127292.000000 Penalty: 6135.478516
	Iteration 57Q: 3 clusters Score -3.012729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 235276 members 
Entering Unmasked Estep 
Score: -30127292.000000 Penalty: 6135.478516
	Iteration 58F: 3 clusters Score -3.012729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -258745.859375 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -258745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256157.781250 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -256157.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257747.984375 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -257748 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -258574.265625 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -258574.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -259190.687500 Penalty: 3814.381836
	Iteration 3F: 3 clusters Score -259190.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -259847.703125 Penalty: 3814.381836
	Iteration 4F: 3 clusters Score -259847.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -259962.703125 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -259962.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -260004.750000 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -260004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -260020.234375 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -260020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -260030.562500 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -260030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -260038.203125 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -260038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260052.234375 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -260052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -260060.234375 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -260060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -260067.390625 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -260067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -260073.203125 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -260073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -260087.093750 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -260087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -260112.453125 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -260112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -260137.031250 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -260137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -260178.000000 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -260178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -260257.734375 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -260257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -260413.937500 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -260413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -260597.062500 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -260597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -260705.140625 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -260705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -260714.859375 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -260714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -260718.765625 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -260718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -260719.328125 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -260719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -260719.937500 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -260719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -260719.937500 Penalty: 3814.381836
	Iteration 26F: 3 clusters Score -260719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 109446 members 
Mstep: Class 3 contains 59099 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 21731 members 
Mstep: Class 6 contains 357 members 
Mstep: Class 7 contains 288575 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 46743 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1250 members 
Mstep: Class 17 contains 235606 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 78098 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 11795 members 
Entering Unmasked Estep 
Score: -116065512.000000 Penalty: 71542.664062
Splitting cluster 18 changes total score from -116064984.000000 to -116065512.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 19 (78098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Entering Unmasked Estep 
Score: -10040470.000000 Penalty: 2793.898438
	Iteration 0F: 2 clusters Score -1.004047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9988173.000000 Penalty: 5587.796875
	Iteration 0F: 3 clusters Score -9988173 nChanged 36517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -10008848.000000 Penalty: 5587.796875
	Iteration 1F: 3 clusters Score -1.000885e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -10009623.000000 Penalty: 5587.796875
	Iteration 2Q: 3 clusters Score -1.000962e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -10010430.000000 Penalty: 5587.796875
	Iteration 3Q: 3 clusters Score -1.001043e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -10011458.000000 Penalty: 5587.796875
	Iteration 4Q: 3 clusters Score -1.001146e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -10012910.000000 Penalty: 5587.796875
	Iteration 5Q: 3 clusters Score -1.001291e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -10014713.000000 Penalty: 5587.796875
	Iteration 6Q: 3 clusters Score -1.001471e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -10017149.000000 Penalty: 5587.796875
	Iteration 7F: 3 clusters Score -1.001715e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -10020613.000000 Penalty: 5587.796875
	Iteration 8F: 3 clusters Score -1.002061e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -10024848.000000 Penalty: 5587.796875
	Iteration 9F: 3 clusters Score -1.002485e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -10029034.000000 Penalty: 5587.796875
	Iteration 10F: 3 clusters Score -1.002903e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -10031832.000000 Penalty: 5587.796875
	Iteration 11F: 3 clusters Score -1.003183e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -10033159.000000 Penalty: 5587.796875
	Iteration 12Q: 3 clusters Score -1.003316e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -10033997.000000 Penalty: 5587.796875
	Iteration 13Q: 3 clusters Score -1.0034e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -10034703.000000 Penalty: 5587.796875
	Iteration 14Q: 3 clusters Score -1.00347e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -10035201.000000 Penalty: 5587.796875
	Iteration 15Q: 3 clusters Score -1.00352e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -10035609.000000 Penalty: 5587.796875
	Iteration 16Q: 3 clusters Score -1.003561e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -10035898.000000 Penalty: 5587.796875
	Iteration 17Q: 3 clusters Score -1.00359e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -10036118.000000 Penalty: 5587.796875
	Iteration 18Q: 3 clusters Score -1.003612e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -10036294.000000 Penalty: 5587.796875
	Iteration 19Q: 3 clusters Score -1.003629e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -10036487.000000 Penalty: 5587.796875
	Iteration 20F: 3 clusters Score -1.003649e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -10036582.000000 Penalty: 5587.796875
	Iteration 21Q: 3 clusters Score -1.003658e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -10036683.000000 Penalty: 5587.796875
	Iteration 22Q: 3 clusters Score -1.003668e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -10036759.000000 Penalty: 5587.796875
	Iteration 23Q: 3 clusters Score -1.003676e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -10036830.000000 Penalty: 5587.796875
	Iteration 24Q: 3 clusters Score -1.003683e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -10036868.000000 Penalty: 5587.796875
	Iteration 25Q: 3 clusters Score -1.003687e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -10036883.000000 Penalty: 5587.796875
	Iteration 26Q: 3 clusters Score -1.003688e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -10036891.000000 Penalty: 5587.796875
	Iteration 27Q: 3 clusters Score -1.003689e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -10036958.000000 Penalty: 5587.796875
	Iteration 28Q: 3 clusters Score -1.003696e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -10036993.000000 Penalty: 5587.796875
	Iteration 29Q: 3 clusters Score -1.003699e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -10037028.000000 Penalty: 5587.796875
	Iteration 30Q: 3 clusters Score -1.003703e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -10037062.000000 Penalty: 5587.796875
	Iteration 31Q: 3 clusters Score -1.003706e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -10037084.000000 Penalty: 5587.796875
	Iteration 32Q: 3 clusters Score -1.003708e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -10037104.000000 Penalty: 5587.796875
	Iteration 33Q: 3 clusters Score -1.00371e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -10037147.000000 Penalty: 5587.796875
	Iteration 34Q: 3 clusters Score -1.003715e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -10037180.000000 Penalty: 5587.796875
	Iteration 35Q: 3 clusters Score -1.003718e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -10037194.000000 Penalty: 5587.796875
	Iteration 36Q: 3 clusters Score -1.003719e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -10037220.000000 Penalty: 5587.796875
	Iteration 37Q: 3 clusters Score -1.003722e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -10037228.000000 Penalty: 5587.796875
	Iteration 38Q: 3 clusters Score -1.003723e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -10037228.000000 Penalty: 5587.796875
	Iteration 39Q: 3 clusters Score -1.003723e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -10037214.000000 Penalty: 5587.796875
	Iteration 40F: 3 clusters Score -1.003721e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -10037213.000000 Penalty: 5587.796875
	Iteration 41Q: 3 clusters Score -1.003721e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -10037226.000000 Penalty: 5587.796875
	Iteration 42Q: 3 clusters Score -1.003723e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -10037237.000000 Penalty: 5587.796875
	Iteration 43Q: 3 clusters Score -1.003724e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -10037256.000000 Penalty: 5587.796875
	Iteration 44Q: 3 clusters Score -1.003726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -10037243.000000 Penalty: 5587.796875
	Iteration 45Q: 3 clusters Score -1.003724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -10037238.000000 Penalty: 5587.796875
	Iteration 46Q: 3 clusters Score -1.003724e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -10037250.000000 Penalty: 5587.796875
	Iteration 47Q: 3 clusters Score -1.003725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -10037248.000000 Penalty: 5587.796875
	Iteration 48Q: 3 clusters Score -1.003725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -10037264.000000 Penalty: 5587.796875
	Iteration 49Q: 3 clusters Score -1.003726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -10037260.000000 Penalty: 5587.796875
	Iteration 50Q: 3 clusters Score -1.003726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -10037267.000000 Penalty: 5587.796875
	Iteration 51Q: 3 clusters Score -1.003727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -10037273.000000 Penalty: 5587.796875
	Iteration 52Q: 3 clusters Score -1.003727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -10037272.000000 Penalty: 5587.796875
	Iteration 53Q: 3 clusters Score -1.003727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -10037262.000000 Penalty: 5587.796875
	Iteration 54Q: 3 clusters Score -1.003726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -10037265.000000 Penalty: 5587.796875
	Iteration 55Q: 3 clusters Score -1.003726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -10037249.000000 Penalty: 5587.796875
	Iteration 56Q: 3 clusters Score -1.003725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -10037251.000000 Penalty: 5587.796875
	Iteration 57Q: 3 clusters Score -1.003725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -10037257.000000 Penalty: 5587.796875
	Iteration 58Q: 3 clusters Score -1.003726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -10037257.000000 Penalty: 5587.796875
	Iteration 59Q: 3 clusters Score -1.003726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -10037239.000000 Penalty: 5587.796875
	Iteration 60F: 3 clusters Score -1.003724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -10037264.000000 Penalty: 5587.796875
	Iteration 61Q: 3 clusters Score -1.003726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -10037265.000000 Penalty: 5587.796875
	Iteration 62Q: 3 clusters Score -1.003726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -10037252.000000 Penalty: 5587.796875
	Iteration 63Q: 3 clusters Score -1.003725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -10037256.000000 Penalty: 5587.796875
	Iteration 64Q: 3 clusters Score -1.003726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -10037250.000000 Penalty: 5587.796875
	Iteration 65Q: 3 clusters Score -1.003725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -10037252.000000 Penalty: 5587.796875
	Iteration 66Q: 3 clusters Score -1.003725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -10037248.000000 Penalty: 5587.796875
	Iteration 67Q: 3 clusters Score -1.003725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -10037249.000000 Penalty: 5587.796875
	Iteration 68Q: 3 clusters Score -1.003725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -10037247.000000 Penalty: 5587.796875
	Iteration 69Q: 3 clusters Score -1.003725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -10037256.000000 Penalty: 5587.796875
	Iteration 70Q: 3 clusters Score -1.003726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -10037274.000000 Penalty: 5587.796875
	Iteration 71Q: 3 clusters Score -1.003727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -10037275.000000 Penalty: 5587.796875
	Iteration 72Q: 3 clusters Score -1.003728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -10037275.000000 Penalty: 5587.796875
	Iteration 73Q: 3 clusters Score -1.003728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -10037264.000000 Penalty: 5587.796875
	Iteration 74Q: 3 clusters Score -1.003726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -10037268.000000 Penalty: 5587.796875
	Iteration 75Q: 3 clusters Score -1.003727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -10037286.000000 Penalty: 5587.796875
	Iteration 76Q: 3 clusters Score -1.003729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -10037268.000000 Penalty: 5587.796875
	Iteration 77Q: 3 clusters Score -1.003727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -10037271.000000 Penalty: 5587.796875
	Iteration 78Q: 3 clusters Score -1.003727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -10037274.000000 Penalty: 5587.796875
	Iteration 79Q: 3 clusters Score -1.003727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -10037275.000000 Penalty: 5587.796875
	Iteration 80F: 3 clusters Score -1.003728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -10037275.000000 Penalty: 5587.796875
	Iteration 81Q: 3 clusters Score -1.003728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -10037268.000000 Penalty: 5587.796875
	Iteration 82Q: 3 clusters Score -1.003727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -10037273.000000 Penalty: 5587.796875
	Iteration 83Q: 3 clusters Score -1.003727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -10037268.000000 Penalty: 5587.796875
	Iteration 84Q: 3 clusters Score -1.003727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -10037263.000000 Penalty: 5587.796875
	Iteration 85Q: 3 clusters Score -1.003726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -10037263.000000 Penalty: 5587.796875
	Iteration 86F: 3 clusters Score -1.003726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -255718.890625 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -255718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -253078.875000 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -253078.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -253570.953125 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -253571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -253706.343750 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -253706.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -253780.359375 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -253780.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253835.640625 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -253835.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -253880.187500 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -253880.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -253915.156250 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -253915.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -253939.546875 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -253939.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253953.484375 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -253953.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253962.765625 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -253962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -253967.500000 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -253967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -253972.593750 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -253972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -253975.593750 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -253975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -253979.359375 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -253979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -253986.843750 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -253986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -253993.671875 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -253993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -253998.515625 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -253998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -254001.578125 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -254001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -254005.125000 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -254005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -254009.343750 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -254009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -254013.234375 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -254013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254015.156250 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -254015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -254015.828125 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -254015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -254017.859375 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -254017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -254021.625000 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -254021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254024.078125 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -254024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -254024.593750 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -254024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -254025.281250 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -254025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -254027.203125 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -254027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -254030.156250 Penalty: 3781.083984
	Iteration 29Q: 3 clusters Score -254030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -254031.984375 Penalty: 3781.083984
	Iteration 30Q: 3 clusters Score -254032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -254034.234375 Penalty: 3781.083984
	Iteration 31Q: 3 clusters Score -254034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -254037.281250 Penalty: 3781.083984
	Iteration 32Q: 3 clusters Score -254037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -254037.843750 Penalty: 3781.083984
	Iteration 33Q: 3 clusters Score -254037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -254039.562500 Penalty: 3781.083984
	Iteration 34Q: 3 clusters Score -254039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -254041.093750 Penalty: 3781.083984
	Iteration 35Q: 3 clusters Score -254041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -254044.109375 Penalty: 3781.083984
	Iteration 36Q: 3 clusters Score -254044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -254046.640625 Penalty: 3781.083984
	Iteration 37Q: 3 clusters Score -254046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -254049.812500 Penalty: 3781.083984
	Iteration 38Q: 3 clusters Score -254049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -254053.453125 Penalty: 3781.083984
	Iteration 39Q: 3 clusters Score -254053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -254060.984375 Penalty: 3781.083984
	Iteration 40F: 3 clusters Score -254061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -254070.812500 Penalty: 3781.083984
	Iteration 41Q: 3 clusters Score -254070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -254076.375000 Penalty: 3781.083984
	Iteration 42Q: 3 clusters Score -254076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -254083.593750 Penalty: 3781.083984
	Iteration 43Q: 3 clusters Score -254083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -254088.375000 Penalty: 3781.083984
	Iteration 44Q: 3 clusters Score -254088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -254092.781250 Penalty: 3781.083984
	Iteration 45Q: 3 clusters Score -254092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254093.468750 Penalty: 3781.083984
	Iteration 46Q: 3 clusters Score -254093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -254093.781250 Penalty: 3781.083984
	Iteration 47Q: 3 clusters Score -254093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -254093.781250 Penalty: 3781.083984
	Iteration 48F: 3 clusters Score -254093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1505685.125000 Penalty: 2325.106934
	Iteration 0F: 2 clusters Score -1505685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1496854.500000 Penalty: 4650.213867
	Iteration 0F: 3 clusters Score -1496854 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1499453.625000 Penalty: 4650.213867
	Iteration 1F: 3 clusters Score -1499454 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1499777.750000 Penalty: 4650.213867
	Iteration 2F: 3 clusters Score -1499778 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1500040.625000 Penalty: 4650.213867
	Iteration 3F: 3 clusters Score -1500041 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1500287.500000 Penalty: 4650.213867
	Iteration 4Q: 3 clusters Score -1500288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1500563.375000 Penalty: 4650.213867
	Iteration 5Q: 3 clusters Score -1500563 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1500962.625000 Penalty: 4650.213867
	Iteration 6F: 3 clusters Score -1500963 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1501482.750000 Penalty: 4650.213867
	Iteration 7F: 3 clusters Score -1501483 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1502041.875000 Penalty: 4650.213867
	Iteration 8F: 3 clusters Score -1502042 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1502594.125000 Penalty: 4650.213867
	Iteration 9F: 3 clusters Score -1502594 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1502999.125000 Penalty: 4650.213867
	Iteration 10Q: 3 clusters Score -1502999 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1503266.500000 Penalty: 4650.213867
	Iteration 11Q: 3 clusters Score -1503266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1503430.750000 Penalty: 4650.213867
	Iteration 12Q: 3 clusters Score -1503431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1503526.250000 Penalty: 4650.213867
	Iteration 13Q: 3 clusters Score -1503526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1503608.875000 Penalty: 4650.213867
	Iteration 14Q: 3 clusters Score -1503609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1503656.125000 Penalty: 4650.213867
	Iteration 15Q: 3 clusters Score -1503656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1503703.125000 Penalty: 4650.213867
	Iteration 16Q: 3 clusters Score -1503703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1503735.875000 Penalty: 4650.213867
	Iteration 17Q: 3 clusters Score -1503736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1503778.875000 Penalty: 4650.213867
	Iteration 18Q: 3 clusters Score -1503779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1503819.250000 Penalty: 4650.213867
	Iteration 19Q: 3 clusters Score -1503819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1503863.125000 Penalty: 4650.213867
	Iteration 20F: 3 clusters Score -1503863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1503888.375000 Penalty: 4650.213867
	Iteration 21Q: 3 clusters Score -1503888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1503916.875000 Penalty: 4650.213867
	Iteration 22Q: 3 clusters Score -1503917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1503933.375000 Penalty: 4650.213867
	Iteration 23Q: 3 clusters Score -1503933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1503942.000000 Penalty: 4650.213867
	Iteration 24Q: 3 clusters Score -1503942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1503944.875000 Penalty: 4650.213867
	Iteration 25Q: 3 clusters Score -1503945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1503944.875000 Penalty: 4650.213867
	Iteration 26F: 3 clusters Score -1503945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 109446 members 
Mstep: Class 3 contains 59099 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 21731 members 
Mstep: Class 7 contains 288575 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 46743 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 1250 members 
Mstep: Class 17 contains 235606 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 78098 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 11795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065592.000000 Penalty: 71542.664062
Iteration 79Q: 22 clusters Score -1.160656e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 109286 members 
Mstep: Class 3 contains 59122 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 21738 members 
Mstep: Class 6 contains 357 members 
Mstep: Class 7 contains 288612 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 46759 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235612 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 78097 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065784.000000 Penalty: 71542.664062
Iteration 80F: 22 clusters Score -1.160658e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 109048 members 
Mstep: Class 3 contains 59143 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 21742 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 288695 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 46769 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235622 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78093 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 21 contains 11807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065768.000000 Penalty: 71542.664062
Iteration 81Q: 22 clusters Score -1.160658e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 108828 members 
Mstep: Class 3 contains 59173 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 21742 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 288768 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235645 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78089 members 
Mstep: Class 20 contains 2051 members 
Mstep: Class 21 contains 11812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065552.000000 Penalty: 71542.664062
Iteration 82Q: 22 clusters Score -1.160656e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 108600 members 
Mstep: Class 3 contains 59201 members 
Mstep: Class 4 contains 5614 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 288862 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 46793 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 22908 members 
Mstep: Class 12 contains 14800 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235669 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78098 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 11810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065272.000000 Penalty: 71542.664062
Iteration 83Q: 22 clusters Score -1.160653e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 108399 members 
Mstep: Class 3 contains 59228 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 21752 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 288942 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 14891 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235700 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78090 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 11803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065176.000000 Penalty: 71542.664062
Iteration 84Q: 22 clusters Score -1.160652e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 108194 members 
Mstep: Class 3 contains 59252 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 21760 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289027 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46807 members 
Mstep: Class 10 contains 6237 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235724 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78085 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 11798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065328.000000 Penalty: 71542.664062
Iteration 85Q: 22 clusters Score -1.160653e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 107980 members 
Mstep: Class 3 contains 59276 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 21769 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289106 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46810 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 22930 members 
Mstep: Class 12 contains 15059 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235737 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78109 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 11797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065392.000000 Penalty: 71542.664062
Iteration 86Q: 22 clusters Score -1.160654e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 107768 members 
Mstep: Class 3 contains 59303 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 21779 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289201 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 6216 members 
Mstep: Class 11 contains 22938 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235754 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78110 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 11794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065464.000000 Penalty: 71542.664062
Iteration 87Q: 22 clusters Score -1.160655e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 107560 members 
Mstep: Class 3 contains 59331 members 
Mstep: Class 4 contains 5551 members 
Mstep: Class 5 contains 21784 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289304 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46819 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 22943 members 
Mstep: Class 12 contains 15223 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235758 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78123 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 11803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065520.000000 Penalty: 71542.664062
Iteration 88Q: 22 clusters Score -1.160655e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 107368 members 
Mstep: Class 3 contains 59365 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 21788 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289389 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46821 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 22951 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235774 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78132 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 11807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065560.000000 Penalty: 71542.664062
Iteration 89Q: 22 clusters Score -1.160656e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 107184 members 
Mstep: Class 3 contains 59390 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 21796 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289479 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 46820 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 22961 members 
Mstep: Class 12 contains 15337 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235786 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78151 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 11812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065544.000000 Penalty: 71542.664062
Iteration 90Q: 22 clusters Score -1.160655e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 106968 members 
Mstep: Class 3 contains 59419 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 21803 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289581 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46822 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 22970 members 
Mstep: Class 12 contains 15389 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235784 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78184 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 11811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065368.000000 Penalty: 71542.664062
Iteration 91Q: 22 clusters Score -1.160654e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 106749 members 
Mstep: Class 3 contains 59440 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 21805 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289690 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 22977 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235785 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78229 members 
Mstep: Class 20 contains 2054 members 
Mstep: Class 21 contains 11802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065376.000000 Penalty: 71542.664062
Iteration 92Q: 22 clusters Score -1.160654e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 106529 members 
Mstep: Class 3 contains 59471 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 21813 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289771 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 22993 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235778 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78272 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 11799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065392.000000 Penalty: 71542.664062
Iteration 93Q: 22 clusters Score -1.160654e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 106328 members 
Mstep: Class 3 contains 59497 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 21813 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289859 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235782 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78301 members 
Mstep: Class 20 contains 2057 members 
Mstep: Class 21 contains 11802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065480.000000 Penalty: 71542.664062
Iteration 94Q: 22 clusters Score -1.160655e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 106127 members 
Mstep: Class 3 contains 59518 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 21816 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 289949 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 46814 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 22999 members 
Mstep: Class 12 contains 15601 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235787 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78340 members 
Mstep: Class 20 contains 2057 members 
Mstep: Class 21 contains 11799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065464.000000 Penalty: 71542.664062
Iteration 95Q: 22 clusters Score -1.160655e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 105920 members 
Mstep: Class 3 contains 59534 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 21815 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290039 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 23007 members 
Mstep: Class 12 contains 15652 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235796 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78384 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 11798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065360.000000 Penalty: 71542.664062
Iteration 96Q: 22 clusters Score -1.160654e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 105719 members 
Mstep: Class 3 contains 59571 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 21819 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290130 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 46816 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 23015 members 
Mstep: Class 12 contains 15684 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235803 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78422 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 11797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065336.000000 Penalty: 71542.664062
Iteration 97Q: 22 clusters Score -1.160653e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 105515 members 
Mstep: Class 3 contains 59610 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 21823 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290215 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 23027 members 
Mstep: Class 12 contains 15719 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235809 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78463 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 11794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065280.000000 Penalty: 71542.664062
Iteration 98Q: 22 clusters Score -1.160653e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 105309 members 
Mstep: Class 3 contains 59659 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 21831 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290305 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 46812 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 23028 members 
Mstep: Class 12 contains 15750 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235823 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78494 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 11787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065160.000000 Penalty: 71542.664062
Iteration 99Q: 22 clusters Score -1.160652e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 105114 members 
Mstep: Class 3 contains 59682 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290397 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 46808 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 23035 members 
Mstep: Class 12 contains 15797 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235822 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78525 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065240.000000 Penalty: 71542.664062
Iteration 100F: 22 clusters Score -1.160652e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 104947 members 
Mstep: Class 3 contains 59720 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 21843 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290481 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 46797 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 23036 members 
Mstep: Class 12 contains 15838 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235827 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 78541 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 11787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065144.000000 Penalty: 71542.664062
Iteration 101Q: 22 clusters Score -1.160651e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 104792 members 
Mstep: Class 3 contains 59762 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 21852 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290538 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 6122 members 
Mstep: Class 11 contains 23035 members 
Mstep: Class 12 contains 15874 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235835 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78567 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 11785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065032.000000 Penalty: 71542.664062
Iteration 102Q: 22 clusters Score -1.16065e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 104637 members 
Mstep: Class 3 contains 59798 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 21858 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290591 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 46791 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 23034 members 
Mstep: Class 12 contains 15910 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235844 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78593 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 11783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064968.000000 Penalty: 71542.664062
Iteration 103Q: 22 clusters Score -1.16065e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 104497 members 
Mstep: Class 3 contains 59826 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 5 contains 21859 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290650 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 23038 members 
Mstep: Class 12 contains 15948 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235852 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78618 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064960.000000 Penalty: 71542.664062
Iteration 104Q: 22 clusters Score -1.16065e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 104372 members 
Mstep: Class 3 contains 59849 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290686 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 23042 members 
Mstep: Class 12 contains 15984 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235853 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 11782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064920.000000 Penalty: 71542.664062
Iteration 105Q: 22 clusters Score -1.160649e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 104249 members 
Mstep: Class 3 contains 59872 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 21886 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290730 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 16017 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235854 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78654 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064992.000000 Penalty: 71542.664062
Iteration 106Q: 22 clusters Score -1.16065e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 104162 members 
Mstep: Class 3 contains 59887 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 21893 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290766 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 23046 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235856 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78660 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 11777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064984.000000 Penalty: 71542.664062
Iteration 107Q: 22 clusters Score -1.16065e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 104064 members 
Mstep: Class 3 contains 59910 members 
Mstep: Class 4 contains 5461 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290798 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46781 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 23047 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235857 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78676 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064896.000000 Penalty: 71542.664062
Iteration 108Q: 22 clusters Score -1.160649e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 103961 members 
Mstep: Class 3 contains 59928 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 5 contains 21908 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290833 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 23044 members 
Mstep: Class 12 contains 16106 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78704 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064904.000000 Penalty: 71542.664062
Iteration 109Q: 22 clusters Score -1.160649e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 103872 members 
Mstep: Class 3 contains 59949 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 21915 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290894 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46781 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 23040 members 
Mstep: Class 12 contains 16122 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235851 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78711 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064992.000000 Penalty: 71542.664062
Iteration 110Q: 22 clusters Score -1.16065e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 103785 members 
Mstep: Class 3 contains 59970 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290929 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 23035 members 
Mstep: Class 12 contains 16144 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235851 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78731 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065120.000000 Penalty: 71542.664062
Iteration 111Q: 22 clusters Score -1.160651e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 103693 members 
Mstep: Class 3 contains 59982 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 290994 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 23032 members 
Mstep: Class 12 contains 16157 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235859 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78745 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065160.000000 Penalty: 71542.664062
Iteration 112Q: 22 clusters Score -1.160652e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 103614 members 
Mstep: Class 3 contains 59999 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291028 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 46782 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 23030 members 
Mstep: Class 12 contains 16170 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235866 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78761 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065104.000000 Penalty: 71542.664062
Iteration 113Q: 22 clusters Score -1.160651e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 103532 members 
Mstep: Class 3 contains 59999 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 21914 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291067 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46784 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 23034 members 
Mstep: Class 12 contains 16192 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235874 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 78778 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065048.000000 Penalty: 71542.664062
Iteration 114Q: 22 clusters Score -1.16065e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 103460 members 
Mstep: Class 3 contains 60007 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 21915 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291100 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46791 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 23035 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235879 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78792 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065160.000000 Penalty: 71542.664062
Iteration 115Q: 22 clusters Score -1.160652e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 103388 members 
Mstep: Class 3 contains 60015 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291125 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 46800 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 23040 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235888 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78802 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065056.000000 Penalty: 71542.664062
Iteration 116Q: 22 clusters Score -1.160651e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 103325 members 
Mstep: Class 3 contains 60026 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291147 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 23045 members 
Mstep: Class 12 contains 16240 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235884 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78822 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065112.000000 Penalty: 71542.664062
Iteration 117Q: 22 clusters Score -1.160651e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 103250 members 
Mstep: Class 3 contains 60040 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291172 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46810 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 23047 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235884 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 19 contains 78843 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065040.000000 Penalty: 71542.664062
Iteration 118Q: 22 clusters Score -1.16065e+08 nChanged 127
Entering ConstructFrom: 
Score: -116065040.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -1624651.750000 Penalty: 2357.762207
	Iteration 0F: 2 clusters Score -1624652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1614879.750000 Penalty: 4715.524414
	Iteration 0F: 3 clusters Score -1614880 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1618030.375000 Penalty: 4715.524414
	Iteration 1F: 3 clusters Score -1618030 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1618528.750000 Penalty: 4715.524414
	Iteration 2F: 3 clusters Score -1618529 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1619043.375000 Penalty: 4715.524414
	Iteration 3F: 3 clusters Score -1619043 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1619583.875000 Penalty: 4715.524414
	Iteration 4F: 3 clusters Score -1619584 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1620127.625000 Penalty: 4715.524414
	Iteration 5F: 3 clusters Score -1620128 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1620661.625000 Penalty: 4715.524414
	Iteration 6F: 3 clusters Score -1620662 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1621170.375000 Penalty: 4715.524414
	Iteration 7F: 3 clusters Score -1621170 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1621596.625000 Penalty: 4715.524414
	Iteration 8Q: 3 clusters Score -1621597 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1621913.125000 Penalty: 4715.524414
	Iteration 9Q: 3 clusters Score -1621913 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1622146.500000 Penalty: 4715.524414
	Iteration 10Q: 3 clusters Score -1622146 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1622304.750000 Penalty: 4715.524414
	Iteration 11Q: 3 clusters Score -1622305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1622419.125000 Penalty: 4715.524414
	Iteration 12Q: 3 clusters Score -1622419 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1622503.750000 Penalty: 4715.524414
	Iteration 13Q: 3 clusters Score -1622504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1622579.375000 Penalty: 4715.524414
	Iteration 14Q: 3 clusters Score -1622579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1622616.750000 Penalty: 4715.524414
	Iteration 15Q: 3 clusters Score -1622617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1622652.250000 Penalty: 4715.524414
	Iteration 16Q: 3 clusters Score -1622652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1622679.250000 Penalty: 4715.524414
	Iteration 17Q: 3 clusters Score -1622679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1622702.875000 Penalty: 4715.524414
	Iteration 18Q: 3 clusters Score -1622703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1622725.375000 Penalty: 4715.524414
	Iteration 19Q: 3 clusters Score -1622725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1622744.000000 Penalty: 4715.524414
	Iteration 20F: 3 clusters Score -1622744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1622761.000000 Penalty: 4715.524414
	Iteration 21Q: 3 clusters Score -1622761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1622779.250000 Penalty: 4715.524414
	Iteration 22Q: 3 clusters Score -1622779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1622788.875000 Penalty: 4715.524414
	Iteration 23Q: 3 clusters Score -1622789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1622793.250000 Penalty: 4715.524414
	Iteration 24Q: 3 clusters Score -1622793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1622796.750000 Penalty: 4715.524414
	Iteration 25Q: 3 clusters Score -1622797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1622796.750000 Penalty: 4715.524414
	Iteration 26Q: 3 clusters Score -1622797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1622799.000000 Penalty: 4715.524414
	Iteration 27Q: 3 clusters Score -1622799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1622791.375000 Penalty: 4715.524414
	Iteration 28Q: 3 clusters Score -1622791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1622800.250000 Penalty: 4715.524414
	Iteration 29Q: 3 clusters Score -1622800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1622807.375000 Penalty: 4715.524414
	Iteration 30Q: 3 clusters Score -1622807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1622810.875000 Penalty: 4715.524414
	Iteration 31Q: 3 clusters Score -1622811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1622807.250000 Penalty: 4715.524414
	Iteration 32Q: 3 clusters Score -1622807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1622808.625000 Penalty: 4715.524414
	Iteration 33Q: 3 clusters Score -1622809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1622807.750000 Penalty: 4715.524414
	Iteration 34Q: 3 clusters Score -1622808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1622812.000000 Penalty: 4715.524414
	Iteration 35Q: 3 clusters Score -1622812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1622811.375000 Penalty: 4715.524414
	Iteration 36Q: 3 clusters Score -1622811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1622809.500000 Penalty: 4715.524414
	Iteration 37Q: 3 clusters Score -1622810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1622807.125000 Penalty: 4715.524414
	Iteration 38Q: 3 clusters Score -1622807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1622812.625000 Penalty: 4715.524414
	Iteration 39Q: 3 clusters Score -1622813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1622812.125000 Penalty: 4715.524414
	Iteration 40F: 3 clusters Score -1622812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1622816.250000 Penalty: 4715.524414
	Iteration 41Q: 3 clusters Score -1622816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1622818.875000 Penalty: 4715.524414
	Iteration 42Q: 3 clusters Score -1622819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1622816.875000 Penalty: 4715.524414
	Iteration 43Q: 3 clusters Score -1622817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1622819.250000 Penalty: 4715.524414
	Iteration 44Q: 3 clusters Score -1622819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1622819.875000 Penalty: 4715.524414
	Iteration 45Q: 3 clusters Score -1622820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1622819.875000 Penalty: 4715.524414
	Iteration 46F: 3 clusters Score -1622820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Entering Unmasked Estep 
Score: -13251458.000000 Penalty: 2862.971436
	Iteration 0F: 2 clusters Score -1.325146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -13182554.000000 Penalty: 5725.942871
	Iteration 0F: 3 clusters Score -1.318255e+07 nChanged 48747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -13210508.000000 Penalty: 5725.942871
	Iteration 1F: 3 clusters Score -1.321051e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -13211498.000000 Penalty: 5725.942871
	Iteration 2Q: 3 clusters Score -1.32115e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -13212956.000000 Penalty: 5725.942871
	Iteration 3Q: 3 clusters Score -1.321296e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -13214978.000000 Penalty: 5725.942871
	Iteration 4Q: 3 clusters Score -1.321498e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -13218427.000000 Penalty: 5725.942871
	Iteration 5F: 3 clusters Score -1.321843e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -13223130.000000 Penalty: 5725.942871
	Iteration 6F: 3 clusters Score -1.322313e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -13229052.000000 Penalty: 5725.942871
	Iteration 7F: 3 clusters Score -1.322905e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -13235207.000000 Penalty: 5725.942871
	Iteration 8F: 3 clusters Score -1.323521e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -13239467.000000 Penalty: 5725.942871
	Iteration 9F: 3 clusters Score -1.323947e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -13241685.000000 Penalty: 5725.942871
	Iteration 10Q: 3 clusters Score -1.324168e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -13242846.000000 Penalty: 5725.942871
	Iteration 11Q: 3 clusters Score -1.324285e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -13243756.000000 Penalty: 5725.942871
	Iteration 12Q: 3 clusters Score -1.324376e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -13244445.000000 Penalty: 5725.942871
	Iteration 13Q: 3 clusters Score -1.324444e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -13245092.000000 Penalty: 5725.942871
	Iteration 14Q: 3 clusters Score -1.324509e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -13245667.000000 Penalty: 5725.942871
	Iteration 15Q: 3 clusters Score -1.324567e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -13246101.000000 Penalty: 5725.942871
	Iteration 16Q: 3 clusters Score -1.32461e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -13246418.000000 Penalty: 5725.942871
	Iteration 17Q: 3 clusters Score -1.324642e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -13246753.000000 Penalty: 5725.942871
	Iteration 18Q: 3 clusters Score -1.324675e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -13247031.000000 Penalty: 5725.942871
	Iteration 19Q: 3 clusters Score -1.324703e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -13247273.000000 Penalty: 5725.942871
	Iteration 20F: 3 clusters Score -1.324727e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -13247481.000000 Penalty: 5725.942871
	Iteration 21Q: 3 clusters Score -1.324748e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95224 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -13247740.000000 Penalty: 5725.942871
	Iteration 22Q: 3 clusters Score -1.324774e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -13247918.000000 Penalty: 5725.942871
	Iteration 23Q: 3 clusters Score -1.324792e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -13248148.000000 Penalty: 5725.942871
	Iteration 24Q: 3 clusters Score -1.324815e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -13248323.000000 Penalty: 5725.942871
	Iteration 25Q: 3 clusters Score -1.324832e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -13248516.000000 Penalty: 5725.942871
	Iteration 26Q: 3 clusters Score -1.324852e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -13248643.000000 Penalty: 5725.942871
	Iteration 27Q: 3 clusters Score -1.324864e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -13248743.000000 Penalty: 5725.942871
	Iteration 28Q: 3 clusters Score -1.324874e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -13248824.000000 Penalty: 5725.942871
	Iteration 29Q: 3 clusters Score -1.324882e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -13248924.000000 Penalty: 5725.942871
	Iteration 30Q: 3 clusters Score -1.324892e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -13248999.000000 Penalty: 5725.942871
	Iteration 31Q: 3 clusters Score -1.3249e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -13249074.000000 Penalty: 5725.942871
	Iteration 32Q: 3 clusters Score -1.324907e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -13249146.000000 Penalty: 5725.942871
	Iteration 33Q: 3 clusters Score -1.324915e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13249214.000000 Penalty: 5725.942871
	Iteration 34Q: 3 clusters Score -1.324921e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -13249220.000000 Penalty: 5725.942871
	Iteration 35Q: 3 clusters Score -1.324922e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -13249247.000000 Penalty: 5725.942871
	Iteration 36Q: 3 clusters Score -1.324925e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13249279.000000 Penalty: 5725.942871
	Iteration 37Q: 3 clusters Score -1.324928e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13249310.000000 Penalty: 5725.942871
	Iteration 38Q: 3 clusters Score -1.324931e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13249336.000000 Penalty: 5725.942871
	Iteration 39Q: 3 clusters Score -1.324934e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13249365.000000 Penalty: 5725.942871
	Iteration 40F: 3 clusters Score -1.324936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -13249381.000000 Penalty: 5725.942871
	Iteration 41Q: 3 clusters Score -1.324938e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13249402.000000 Penalty: 5725.942871
	Iteration 42Q: 3 clusters Score -1.32494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13249407.000000 Penalty: 5725.942871
	Iteration 43Q: 3 clusters Score -1.324941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13249434.000000 Penalty: 5725.942871
	Iteration 44Q: 3 clusters Score -1.324943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13249437.000000 Penalty: 5725.942871
	Iteration 45Q: 3 clusters Score -1.324944e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -13249455.000000 Penalty: 5725.942871
	Iteration 46Q: 3 clusters Score -1.324946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13249469.000000 Penalty: 5725.942871
	Iteration 47Q: 3 clusters Score -1.324947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -13249482.000000 Penalty: 5725.942871
	Iteration 48Q: 3 clusters Score -1.324948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -13249475.000000 Penalty: 5725.942871
	Iteration 49Q: 3 clusters Score -1.324948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -13249473.000000 Penalty: 5725.942871
	Iteration 50Q: 3 clusters Score -1.324947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -13249490.000000 Penalty: 5725.942871
	Iteration 51Q: 3 clusters Score -1.324949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13249492.000000 Penalty: 5725.942871
	Iteration 52Q: 3 clusters Score -1.324949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13249499.000000 Penalty: 5725.942871
	Iteration 53Q: 3 clusters Score -1.32495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -13249500.000000 Penalty: 5725.942871
	Iteration 54Q: 3 clusters Score -1.32495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13249483.000000 Penalty: 5725.942871
	Iteration 55Q: 3 clusters Score -1.324948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13249492.000000 Penalty: 5725.942871
	Iteration 56Q: 3 clusters Score -1.324949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13249493.000000 Penalty: 5725.942871
	Iteration 57Q: 3 clusters Score -1.324949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13249478.000000 Penalty: 5725.942871
	Iteration 58Q: 3 clusters Score -1.324948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -13249499.000000 Penalty: 5725.942871
	Iteration 59Q: 3 clusters Score -1.32495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -13249499.000000 Penalty: 5725.942871
	Iteration 60F: 3 clusters Score -1.32495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13249515.000000 Penalty: 5725.942871
	Iteration 61Q: 3 clusters Score -1.324952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -13249516.000000 Penalty: 5725.942871
	Iteration 62Q: 3 clusters Score -1.324952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13249525.000000 Penalty: 5725.942871
	Iteration 63Q: 3 clusters Score -1.324952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13249538.000000 Penalty: 5725.942871
	Iteration 64Q: 3 clusters Score -1.324954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13249534.000000 Penalty: 5725.942871
	Iteration 65Q: 3 clusters Score -1.324953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13249534.000000 Penalty: 5725.942871
	Iteration 66Q: 3 clusters Score -1.324953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13249541.000000 Penalty: 5725.942871
	Iteration 67Q: 3 clusters Score -1.324954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13249536.000000 Penalty: 5725.942871
	Iteration 68Q: 3 clusters Score -1.324954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13249556.000000 Penalty: 5725.942871
	Iteration 69Q: 3 clusters Score -1.324956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -13249556.000000 Penalty: 5725.942871
	Iteration 70Q: 3 clusters Score -1.324956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13249547.000000 Penalty: 5725.942871
	Iteration 71Q: 3 clusters Score -1.324955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13249545.000000 Penalty: 5725.942871
	Iteration 72Q: 3 clusters Score -1.324954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13249551.000000 Penalty: 5725.942871
	Iteration 73Q: 3 clusters Score -1.324955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13249551.000000 Penalty: 5725.942871
	Iteration 74F: 3 clusters Score -1.324955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Entering Unmasked Estep 
Score: -7734971.500000 Penalty: 2728.694336
	Iteration 0F: 2 clusters Score -7734972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -7694607.500000 Penalty: 5457.388672
	Iteration 0F: 3 clusters Score -7694608 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -7710541.000000 Penalty: 5457.388672
	Iteration 1F: 3 clusters Score -7710541 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -7711657.500000 Penalty: 5457.388672
	Iteration 2Q: 3 clusters Score -7711658 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7713450.000000 Penalty: 5457.388672
	Iteration 3F: 3 clusters Score -7713450 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -7716173.500000 Penalty: 5457.388672
	Iteration 4F: 3 clusters Score -7716174 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -7719994.500000 Penalty: 5457.388672
	Iteration 5F: 3 clusters Score -7719994 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -7724478.500000 Penalty: 5457.388672
	Iteration 6F: 3 clusters Score -7724478 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7728189.500000 Penalty: 5457.388672
	Iteration 7F: 3 clusters Score -7728190 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7730344.500000 Penalty: 5457.388672
	Iteration 8Q: 3 clusters Score -7730344 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7731354.500000 Penalty: 5457.388672
	Iteration 9Q: 3 clusters Score -7731354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7731839.000000 Penalty: 5457.388672
	Iteration 10Q: 3 clusters Score -7731839 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7732108.500000 Penalty: 5457.388672
	Iteration 11Q: 3 clusters Score -7732108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7732263.500000 Penalty: 5457.388672
	Iteration 12Q: 3 clusters Score -7732264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7732386.000000 Penalty: 5457.388672
	Iteration 13Q: 3 clusters Score -7732386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7732465.000000 Penalty: 5457.388672
	Iteration 14Q: 3 clusters Score -7732465 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7732511.000000 Penalty: 5457.388672
	Iteration 15Q: 3 clusters Score -7732511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7732535.500000 Penalty: 5457.388672
	Iteration 16Q: 3 clusters Score -7732536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7732550.000000 Penalty: 5457.388672
	Iteration 17Q: 3 clusters Score -7732550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7732571.500000 Penalty: 5457.388672
	Iteration 18Q: 3 clusters Score -7732572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7732573.000000 Penalty: 5457.388672
	Iteration 19Q: 3 clusters Score -7732573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7732586.000000 Penalty: 5457.388672
	Iteration 20F: 3 clusters Score -7732586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7732607.500000 Penalty: 5457.388672
	Iteration 21Q: 3 clusters Score -7732608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7732615.500000 Penalty: 5457.388672
	Iteration 22Q: 3 clusters Score -7732616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7732623.000000 Penalty: 5457.388672
	Iteration 23Q: 3 clusters Score -7732623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7732620.500000 Penalty: 5457.388672
	Iteration 24Q: 3 clusters Score -7732620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7732630.000000 Penalty: 5457.388672
	Iteration 25Q: 3 clusters Score -7732630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7732633.500000 Penalty: 5457.388672
	Iteration 26Q: 3 clusters Score -7732634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7732646.000000 Penalty: 5457.388672
	Iteration 27Q: 3 clusters Score -7732646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7732656.000000 Penalty: 5457.388672
	Iteration 28Q: 3 clusters Score -7732656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7732676.500000 Penalty: 5457.388672
	Iteration 29Q: 3 clusters Score -7732676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7732676.000000 Penalty: 5457.388672
	Iteration 30Q: 3 clusters Score -7732676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7732675.500000 Penalty: 5457.388672
	Iteration 31Q: 3 clusters Score -7732676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7732675.500000 Penalty: 5457.388672
	Iteration 32Q: 3 clusters Score -7732676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7732686.500000 Penalty: 5457.388672
	Iteration 33Q: 3 clusters Score -7732686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7732686.500000 Penalty: 5457.388672
	Iteration 34F: 3 clusters Score -7732686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -684420.000000 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -684420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -679646.937500 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -679646.9 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -680760.875000 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -680760.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -680951.687500 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -680951.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -681068.187500 Penalty: 4263.526367
	Iteration 3Q: 3 clusters Score -681068.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -681131.250000 Penalty: 4263.526367
	Iteration 4Q: 3 clusters Score -681131.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -681182.312500 Penalty: 4263.526367
	Iteration 5Q: 3 clusters Score -681182.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -681217.687500 Penalty: 4263.526367
	Iteration 6Q: 3 clusters Score -681217.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -681259.687500 Penalty: 4263.526367
	Iteration 7Q: 3 clusters Score -681259.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -681303.187500 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -681303.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -681343.250000 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -681343.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -681381.625000 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -681381.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -681410.937500 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -681410.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -681435.750000 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -681435.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -681459.562500 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -681459.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -681488.000000 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -681488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -681518.625000 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -681518.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -681550.375000 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -681550.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -681585.125000 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -681585.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -681623.937500 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -681623.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -681664.312500 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -681664.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -681706.687500 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -681706.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -681751.312500 Penalty: 4263.526367
	Iteration 21Q: 3 clusters Score -681751.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -681798.187500 Penalty: 4263.526367
	Iteration 22Q: 3 clusters Score -681798.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -681847.312500 Penalty: 4263.526367
	Iteration 23Q: 3 clusters Score -681847.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -681903.625000 Penalty: 4263.526367
	Iteration 24Q: 3 clusters Score -681903.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -681980.500000 Penalty: 4263.526367
	Iteration 25Q: 3 clusters Score -681980.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -682061.750000 Penalty: 4263.526367
	Iteration 26Q: 3 clusters Score -682061.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -682142.625000 Penalty: 4263.526367
	Iteration 27Q: 3 clusters Score -682142.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -682221.750000 Penalty: 4263.526367
	Iteration 28Q: 3 clusters Score -682221.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -682282.250000 Penalty: 4263.526367
	Iteration 29Q: 3 clusters Score -682282.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -682335.875000 Penalty: 4263.526367
	Iteration 30Q: 3 clusters Score -682335.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -682387.500000 Penalty: 4263.526367
	Iteration 31Q: 3 clusters Score -682387.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -682429.375000 Penalty: 4263.526367
	Iteration 32Q: 3 clusters Score -682429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -682458.187500 Penalty: 4263.526367
	Iteration 33Q: 3 clusters Score -682458.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -682476.625000 Penalty: 4263.526367
	Iteration 34Q: 3 clusters Score -682476.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -682494.375000 Penalty: 4263.526367
	Iteration 35Q: 3 clusters Score -682494.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -682509.812500 Penalty: 4263.526367
	Iteration 36Q: 3 clusters Score -682509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -682523.750000 Penalty: 4263.526367
	Iteration 37Q: 3 clusters Score -682523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -682530.437500 Penalty: 4263.526367
	Iteration 38Q: 3 clusters Score -682530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -682538.062500 Penalty: 4263.526367
	Iteration 39Q: 3 clusters Score -682538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -682543.625000 Penalty: 4263.526367
	Iteration 40F: 3 clusters Score -682543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -682550.750000 Penalty: 4263.526367
	Iteration 41Q: 3 clusters Score -682550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -682557.875000 Penalty: 4263.526367
	Iteration 42Q: 3 clusters Score -682557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -682562.937500 Penalty: 4263.526367
	Iteration 43Q: 3 clusters Score -682562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -682567.375000 Penalty: 4263.526367
	Iteration 44Q: 3 clusters Score -682567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -682568.687500 Penalty: 4263.526367
	Iteration 45Q: 3 clusters Score -682568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -682569.625000 Penalty: 4263.526367
	Iteration 46Q: 3 clusters Score -682569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -682571.000000 Penalty: 4263.526367
	Iteration 47Q: 3 clusters Score -682571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -682575.687500 Penalty: 4263.526367
	Iteration 48Q: 3 clusters Score -682575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -682581.187500 Penalty: 4263.526367
	Iteration 49Q: 3 clusters Score -682581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -682589.125000 Penalty: 4263.526367
	Iteration 50Q: 3 clusters Score -682589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -682591.687500 Penalty: 4263.526367
	Iteration 51Q: 3 clusters Score -682591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -682599.875000 Penalty: 4263.526367
	Iteration 52Q: 3 clusters Score -682599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -682602.875000 Penalty: 4263.526367
	Iteration 53Q: 3 clusters Score -682602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -682606.687500 Penalty: 4263.526367
	Iteration 54Q: 3 clusters Score -682606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -682607.562500 Penalty: 4263.526367
	Iteration 55Q: 3 clusters Score -682607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -682608.312500 Penalty: 4263.526367
	Iteration 56Q: 3 clusters Score -682608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -682608.312500 Penalty: 4263.526367
	Iteration 57F: 3 clusters Score -682608.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Entering Unmasked Estep 
Score: -2838776.750000 Penalty: 2478.696533
	Iteration 0F: 2 clusters Score -2838777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2823361.250000 Penalty: 4957.393066
	Iteration 0F: 3 clusters Score -2823361 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2828722.750000 Penalty: 4957.393066
	Iteration 1F: 3 clusters Score -2828723 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2829159.500000 Penalty: 4957.393066
	Iteration 2F: 3 clusters Score -2829160 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2829528.250000 Penalty: 4957.393066
	Iteration 3Q: 3 clusters Score -2829528 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2829881.250000 Penalty: 4957.393066
	Iteration 4Q: 3 clusters Score -2829881 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2830274.500000 Penalty: 4957.393066
	Iteration 5Q: 3 clusters Score -2830274 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2830829.500000 Penalty: 4957.393066
	Iteration 6Q: 3 clusters Score -2830830 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2831528.750000 Penalty: 4957.393066
	Iteration 7F: 3 clusters Score -2831529 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2832393.000000 Penalty: 4957.393066
	Iteration 8F: 3 clusters Score -2832393 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2833335.250000 Penalty: 4957.393066
	Iteration 9F: 3 clusters Score -2833335 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2834269.500000 Penalty: 4957.393066
	Iteration 10F: 3 clusters Score -2834270 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2835034.500000 Penalty: 4957.393066
	Iteration 11Q: 3 clusters Score -2835034 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2835559.500000 Penalty: 4957.393066
	Iteration 12Q: 3 clusters Score -2835560 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2835896.250000 Penalty: 4957.393066
	Iteration 13Q: 3 clusters Score -2835896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2836118.250000 Penalty: 4957.393066
	Iteration 14Q: 3 clusters Score -2836118 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2836240.750000 Penalty: 4957.393066
	Iteration 15Q: 3 clusters Score -2836241 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2836334.250000 Penalty: 4957.393066
	Iteration 16Q: 3 clusters Score -2836334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2836404.250000 Penalty: 4957.393066
	Iteration 17Q: 3 clusters Score -2836404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2836449.250000 Penalty: 4957.393066
	Iteration 18Q: 3 clusters Score -2836449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2836480.250000 Penalty: 4957.393066
	Iteration 19Q: 3 clusters Score -2836480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2836498.000000 Penalty: 4957.393066
	Iteration 20F: 3 clusters Score -2836498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2836514.250000 Penalty: 4957.393066
	Iteration 21Q: 3 clusters Score -2836514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2836525.250000 Penalty: 4957.393066
	Iteration 22Q: 3 clusters Score -2836525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2836550.750000 Penalty: 4957.393066
	Iteration 23Q: 3 clusters Score -2836551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2836566.500000 Penalty: 4957.393066
	Iteration 24Q: 3 clusters Score -2836566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2836573.750000 Penalty: 4957.393066
	Iteration 25Q: 3 clusters Score -2836574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2836577.250000 Penalty: 4957.393066
	Iteration 26Q: 3 clusters Score -2836577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2836582.250000 Penalty: 4957.393066
	Iteration 27Q: 3 clusters Score -2836582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2836588.250000 Penalty: 4957.393066
	Iteration 28Q: 3 clusters Score -2836588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2836589.500000 Penalty: 4957.393066
	Iteration 29Q: 3 clusters Score -2836590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2836597.500000 Penalty: 4957.393066
	Iteration 30Q: 3 clusters Score -2836598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2836604.750000 Penalty: 4957.393066
	Iteration 31Q: 3 clusters Score -2836605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2836603.500000 Penalty: 4957.393066
	Iteration 32Q: 3 clusters Score -2836604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2836605.000000 Penalty: 4957.393066
	Iteration 33Q: 3 clusters Score -2836605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2836607.250000 Penalty: 4957.393066
	Iteration 34Q: 3 clusters Score -2836607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2836606.750000 Penalty: 4957.393066
	Iteration 35Q: 3 clusters Score -2836607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2836606.750000 Penalty: 4957.393066
	Iteration 36F: 3 clusters Score -2836607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -42270.097656 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -42270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40872.511719 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -40872.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40961.871094 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -40961.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40994.265625 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -40994.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41004.007812 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -41004.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41017.972656 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -41017.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41035.875000 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -41035.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41049.503906 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -41049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41051.339844 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -41051.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41051.339844 Penalty: 2919.507568
	Iteration 8F: 3 clusters Score -41051.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (291214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291214 members 
Entering Unmasked Estep 
Score: -37028080.000000 Penalty: 3120.289795
	Iteration 0F: 2 clusters Score -3.702808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -36852364.000000 Penalty: 6240.579590
	Iteration 0F: 3 clusters Score -3.685236e+07 nChanged 140873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -36936732.000000 Penalty: 6240.579590
	Iteration 1F: 3 clusters Score -3.693673e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -36938852.000000 Penalty: 6240.579590
	Iteration 2Q: 3 clusters Score -3.693885e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -36942648.000000 Penalty: 6240.579590
	Iteration 3Q: 3 clusters Score -3.694265e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176148 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -36949172.000000 Penalty: 6240.579590
	Iteration 4Q: 3 clusters Score -3.694917e+07 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -36959296.000000 Penalty: 6240.579590
	Iteration 5F: 3 clusters Score -3.69593e+07 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211494 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -36973476.000000 Penalty: 6240.579590
	Iteration 6F: 3 clusters Score -3.697348e+07 nChanged 21876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232632 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -36989496.000000 Penalty: 6240.579590
	Iteration 7F: 3 clusters Score -3.69895e+07 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250963 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -37003212.000000 Penalty: 6240.579590
	Iteration 8F: 3 clusters Score -3.700321e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264152 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -37012280.000000 Penalty: 6240.579590
	Iteration 9Q: 3 clusters Score -3.701228e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272889 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -37017260.000000 Penalty: 6240.579590
	Iteration 10Q: 3 clusters Score -3.701726e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278738 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -37020384.000000 Penalty: 6240.579590
	Iteration 11Q: 3 clusters Score -3.702038e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282686 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -37022476.000000 Penalty: 6240.579590
	Iteration 12Q: 3 clusters Score -3.702248e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285269 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -37023580.000000 Penalty: 6240.579590
	Iteration 13Q: 3 clusters Score -3.702358e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286988 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -37024212.000000 Penalty: 6240.579590
	Iteration 14Q: 3 clusters Score -3.702421e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288052 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -37024484.000000 Penalty: 6240.579590
	Iteration 15Q: 3 clusters Score -3.702448e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288748 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -37024664.000000 Penalty: 6240.579590
	Iteration 16Q: 3 clusters Score -3.702466e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289166 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -37024792.000000 Penalty: 6240.579590
	Iteration 17Q: 3 clusters Score -3.702479e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289444 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -37024880.000000 Penalty: 6240.579590
	Iteration 18Q: 3 clusters Score -3.702488e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289618 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -37024996.000000 Penalty: 6240.579590
	Iteration 19Q: 3 clusters Score -3.7025e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289747 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -37025092.000000 Penalty: 6240.579590
	Iteration 20F: 3 clusters Score -3.702509e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289842 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -37025140.000000 Penalty: 6240.579590
	Iteration 21Q: 3 clusters Score -3.702514e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -37025048.000000 Penalty: 6240.579590
	Iteration 22Q: 3 clusters Score -3.702505e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289972 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -37025088.000000 Penalty: 6240.579590
	Iteration 23Q: 3 clusters Score -3.702509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290009 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -37025172.000000 Penalty: 6240.579590
	Iteration 24Q: 3 clusters Score -3.702517e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290053 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -37025188.000000 Penalty: 6240.579590
	Iteration 25Q: 3 clusters Score -3.702519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290075 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -37025160.000000 Penalty: 6240.579590
	Iteration 26Q: 3 clusters Score -3.702516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -37025236.000000 Penalty: 6240.579590
	Iteration 27Q: 3 clusters Score -3.702524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290113 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -37025220.000000 Penalty: 6240.579590
	Iteration 28Q: 3 clusters Score -3.702522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290125 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -37025196.000000 Penalty: 6240.579590
	Iteration 29Q: 3 clusters Score -3.70252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290129 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -37025220.000000 Penalty: 6240.579590
	Iteration 30Q: 3 clusters Score -3.702522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -37025236.000000 Penalty: 6240.579590
	Iteration 31Q: 3 clusters Score -3.702524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290147 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -37025216.000000 Penalty: 6240.579590
	Iteration 32Q: 3 clusters Score -3.702522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290148 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -37025224.000000 Penalty: 6240.579590
	Iteration 33Q: 3 clusters Score -3.702522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290148 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -37025236.000000 Penalty: 6240.579590
	Iteration 34Q: 3 clusters Score -3.702524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290150 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -37025236.000000 Penalty: 6240.579590
	Iteration 35Q: 3 clusters Score -3.702524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -37025252.000000 Penalty: 6240.579590
	Iteration 36Q: 3 clusters Score -3.702525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290165 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -37025260.000000 Penalty: 6240.579590
	Iteration 37Q: 3 clusters Score -3.702526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290169 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -37025268.000000 Penalty: 6240.579590
	Iteration 38Q: 3 clusters Score -3.702527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290171 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -37025276.000000 Penalty: 6240.579590
	Iteration 39Q: 3 clusters Score -3.702528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290174 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -37025256.000000 Penalty: 6240.579590
	Iteration 40F: 3 clusters Score -3.702526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290182 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -37025264.000000 Penalty: 6240.579590
	Iteration 41Q: 3 clusters Score -3.702526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290186 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -37025264.000000 Penalty: 6240.579590
	Iteration 42Q: 3 clusters Score -3.702526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290188 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -37025276.000000 Penalty: 6240.579590
	Iteration 43Q: 3 clusters Score -3.702528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290193 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -37025288.000000 Penalty: 6240.579590
	Iteration 44Q: 3 clusters Score -3.702529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290194 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -37025288.000000 Penalty: 6240.579590
	Iteration 45Q: 3 clusters Score -3.702529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290198 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -37025288.000000 Penalty: 6240.579590
	Iteration 46Q: 3 clusters Score -3.702529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -37025276.000000 Penalty: 6240.579590
	Iteration 47Q: 3 clusters Score -3.702528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290202 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -37025264.000000 Penalty: 6240.579590
	Iteration 48Q: 3 clusters Score -3.702526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290205 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -37025268.000000 Penalty: 6240.579590
	Iteration 49Q: 3 clusters Score -3.702527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290207 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -37025276.000000 Penalty: 6240.579590
	Iteration 50Q: 3 clusters Score -3.702528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -37025284.000000 Penalty: 6240.579590
	Iteration 51Q: 3 clusters Score -3.702528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290216 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -37025296.000000 Penalty: 6240.579590
	Iteration 52Q: 3 clusters Score -3.70253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290218 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -37025288.000000 Penalty: 6240.579590
	Iteration 53Q: 3 clusters Score -3.702529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290220 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -37025288.000000 Penalty: 6240.579590
	Iteration 54Q: 3 clusters Score -3.702529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290222 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -37025268.000000 Penalty: 6240.579590
	Iteration 55Q: 3 clusters Score -3.702527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -37025276.000000 Penalty: 6240.579590
	Iteration 56Q: 3 clusters Score -3.702528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290235 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -37025292.000000 Penalty: 6240.579590
	Iteration 57Q: 3 clusters Score -3.702529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290243 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -37025300.000000 Penalty: 6240.579590
	Iteration 58Q: 3 clusters Score -3.70253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290245 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -37025300.000000 Penalty: 6240.579590
	Iteration 59Q: 3 clusters Score -3.70253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290249 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -37025308.000000 Penalty: 6240.579590
	Iteration 60F: 3 clusters Score -3.702531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290251 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -37025300.000000 Penalty: 6240.579590
	Iteration 61Q: 3 clusters Score -3.70253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -37025324.000000 Penalty: 6240.579590
	Iteration 62Q: 3 clusters Score -3.702532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -37025320.000000 Penalty: 6240.579590
	Iteration 63Q: 3 clusters Score -3.702532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -37025320.000000 Penalty: 6240.579590
	Iteration 64Q: 3 clusters Score -3.702532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290257 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -37025328.000000 Penalty: 6240.579590
	Iteration 65Q: 3 clusters Score -3.702533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290261 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -37025320.000000 Penalty: 6240.579590
	Iteration 66Q: 3 clusters Score -3.702532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290263 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -37025320.000000 Penalty: 6240.579590
	Iteration 67Q: 3 clusters Score -3.702532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290264 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -37025320.000000 Penalty: 6240.579590
	Iteration 68Q: 3 clusters Score -3.702532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290263 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -37025340.000000 Penalty: 6240.579590
	Iteration 69Q: 3 clusters Score -3.702534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290264 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -37025340.000000 Penalty: 6240.579590
	Iteration 70Q: 3 clusters Score -3.702534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290264 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -37025340.000000 Penalty: 6240.579590
	Iteration 71F: 3 clusters Score -3.702534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -293557.906250 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -293557.9 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 1216 members 
Entering Unmasked Estep 
Score: -290652.250000 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -290652.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291213.062500 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -291213.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -291424.312500 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -291424.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -291560.250000 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -291560.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291689.343750 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -291689.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -291826.968750 Penalty: 3868.677490
	Iteration 5F: 3 clusters Score -291827 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -291947.062500 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -291947.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -292045.625000 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -292045.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -292120.468750 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -292120.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -292153.906250 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -292153.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292181.687500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -292181.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292207.281250 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -292207.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292226.625000 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -292226.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -292256.312500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -292256.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -292280.656250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -292280.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292295.062500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -292295.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -292305.312500 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -292305.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -292313.843750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -292313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -292322.937500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -292322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -292328.437500 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -292328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -292334.062500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -292334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -292337.500000 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -292337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -292342.562500 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -292342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -292344.437500 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -292344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292344.875000 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -292344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292344.875000 Penalty: 3868.677490
	Iteration 25F: 3 clusters Score -292344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Entering Unmasked Estep 
Score: -5854737.000000 Penalty: 2666.971191
	Iteration 0F: 2 clusters Score -5854737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5823094.000000 Penalty: 5333.942383
	Iteration 0F: 3 clusters Score -5823094 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5834934.000000 Penalty: 5333.942383
	Iteration 1F: 3 clusters Score -5834934 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5835425.000000 Penalty: 5333.942383
	Iteration 2Q: 3 clusters Score -5835425 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5835952.000000 Penalty: 5333.942383
	Iteration 3Q: 3 clusters Score -5835952 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5836512.000000 Penalty: 5333.942383
	Iteration 4Q: 3 clusters Score -5836512 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5837353.500000 Penalty: 5333.942383
	Iteration 5Q: 3 clusters Score -5837354 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5838689.000000 Penalty: 5333.942383
	Iteration 6F: 3 clusters Score -5838689 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -5840857.500000 Penalty: 5333.942383
	Iteration 7F: 3 clusters Score -5840858 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -5843898.500000 Penalty: 5333.942383
	Iteration 8F: 3 clusters Score -5843898 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -5847347.500000 Penalty: 5333.942383
	Iteration 9F: 3 clusters Score -5847348 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5850040.000000 Penalty: 5333.942383
	Iteration 10F: 3 clusters Score -5850040 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5851472.500000 Penalty: 5333.942383
	Iteration 11Q: 3 clusters Score -5851472 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5852020.000000 Penalty: 5333.942383
	Iteration 12Q: 3 clusters Score -5852020 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5852217.500000 Penalty: 5333.942383
	Iteration 13Q: 3 clusters Score -5852218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5852295.500000 Penalty: 5333.942383
	Iteration 14Q: 3 clusters Score -5852296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5852332.500000 Penalty: 5333.942383
	Iteration 15Q: 3 clusters Score -5852332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5852381.500000 Penalty: 5333.942383
	Iteration 16Q: 3 clusters Score -5852382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5852397.000000 Penalty: 5333.942383
	Iteration 17Q: 3 clusters Score -5852397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5852413.500000 Penalty: 5333.942383
	Iteration 18Q: 3 clusters Score -5852414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5852425.500000 Penalty: 5333.942383
	Iteration 19Q: 3 clusters Score -5852426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5852427.500000 Penalty: 5333.942383
	Iteration 20F: 3 clusters Score -5852428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5852429.000000 Penalty: 5333.942383
	Iteration 21Q: 3 clusters Score -5852429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5852429.500000 Penalty: 5333.942383
	Iteration 22Q: 3 clusters Score -5852430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5852429.500000 Penalty: 5333.942383
	Iteration 23F: 3 clusters Score -5852430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -743596.625000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -743596.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -738438.000000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -738438 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -739814.562500 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -739814.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -740269.062500 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -740269.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -740698.312500 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -740698.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -741079.312500 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -741079.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -741391.937500 Penalty: 4320.548828
	Iteration 5F: 3 clusters Score -741391.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -741677.312500 Penalty: 4320.548828
	Iteration 6F: 3 clusters Score -741677.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -741889.062500 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -741889.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -742025.062500 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -742025.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -742107.437500 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -742107.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -742173.062500 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -742173.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -742219.437500 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -742219.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -742243.625000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -742243.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -742269.937500 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -742269.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -742284.437500 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -742284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -742301.625000 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -742301.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -742310.687500 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -742310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -742316.000000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -742316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -742319.875000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -742319.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -742328.625000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -742328.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -742335.625000 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -742335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -742340.187500 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -742340.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -742342.312500 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -742342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -742346.250000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -742346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -742349.437500 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -742349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -742352.125000 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -742352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -742355.875000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -742355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -742358.250000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -742358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -742362.375000 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -742362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -742362.812500 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -742362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -742363.000000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -742363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -742363.250000 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -742363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -742365.437500 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -742365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -742366.625000 Penalty: 4320.548828
	Iteration 33Q: 3 clusters Score -742366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -742367.437500 Penalty: 4320.548828
	Iteration 34Q: 3 clusters Score -742367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -742367.437500 Penalty: 4320.548828
	Iteration 35F: 3 clusters Score -742367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Entering Unmasked Estep 
Score: -2984250.500000 Penalty: 2491.285889
	Iteration 0F: 2 clusters Score -2984250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2968205.750000 Penalty: 4982.571777
	Iteration 0F: 3 clusters Score -2968206 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2973875.500000 Penalty: 4982.571777
	Iteration 1F: 3 clusters Score -2973876 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2974335.500000 Penalty: 4982.571777
	Iteration 2F: 3 clusters Score -2974336 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2974765.750000 Penalty: 4982.571777
	Iteration 3Q: 3 clusters Score -2974766 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2975228.250000 Penalty: 4982.571777
	Iteration 4Q: 3 clusters Score -2975228 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2975733.000000 Penalty: 4982.571777
	Iteration 5Q: 3 clusters Score -2975733 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2976265.500000 Penalty: 4982.571777
	Iteration 6Q: 3 clusters Score -2976266 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2976928.000000 Penalty: 4982.571777
	Iteration 7Q: 3 clusters Score -2976928 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2977641.000000 Penalty: 4982.571777
	Iteration 8Q: 3 clusters Score -2977641 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2978344.750000 Penalty: 4982.571777
	Iteration 9Q: 3 clusters Score -2978345 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2979019.000000 Penalty: 4982.571777
	Iteration 10Q: 3 clusters Score -2979019 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2979643.500000 Penalty: 4982.571777
	Iteration 11Q: 3 clusters Score -2979644 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2980103.500000 Penalty: 4982.571777
	Iteration 12Q: 3 clusters Score -2980104 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2980397.750000 Penalty: 4982.571777
	Iteration 13Q: 3 clusters Score -2980398 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2980630.500000 Penalty: 4982.571777
	Iteration 14Q: 3 clusters Score -2980630 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2980830.500000 Penalty: 4982.571777
	Iteration 15Q: 3 clusters Score -2980830 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2980986.500000 Penalty: 4982.571777
	Iteration 16Q: 3 clusters Score -2980986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2981108.250000 Penalty: 4982.571777
	Iteration 17Q: 3 clusters Score -2981108 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2981213.250000 Penalty: 4982.571777
	Iteration 18Q: 3 clusters Score -2981213 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2981320.250000 Penalty: 4982.571777
	Iteration 19Q: 3 clusters Score -2981320 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2981457.750000 Penalty: 4982.571777
	Iteration 20F: 3 clusters Score -2981458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2981552.000000 Penalty: 4982.571777
	Iteration 21Q: 3 clusters Score -2981552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2981641.000000 Penalty: 4982.571777
	Iteration 22Q: 3 clusters Score -2981641 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2981726.000000 Penalty: 4982.571777
	Iteration 23Q: 3 clusters Score -2981726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2981800.500000 Penalty: 4982.571777
	Iteration 24Q: 3 clusters Score -2981800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2981863.000000 Penalty: 4982.571777
	Iteration 25Q: 3 clusters Score -2981863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2981906.500000 Penalty: 4982.571777
	Iteration 26Q: 3 clusters Score -2981906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2981942.250000 Penalty: 4982.571777
	Iteration 27Q: 3 clusters Score -2981942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2981983.500000 Penalty: 4982.571777
	Iteration 28Q: 3 clusters Score -2981984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2981998.750000 Penalty: 4982.571777
	Iteration 29Q: 3 clusters Score -2981999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2982016.750000 Penalty: 4982.571777
	Iteration 30Q: 3 clusters Score -2982017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2982028.250000 Penalty: 4982.571777
	Iteration 31Q: 3 clusters Score -2982028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2982034.250000 Penalty: 4982.571777
	Iteration 32Q: 3 clusters Score -2982034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2982036.750000 Penalty: 4982.571777
	Iteration 33Q: 3 clusters Score -2982037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2982043.000000 Penalty: 4982.571777
	Iteration 34Q: 3 clusters Score -2982043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2982042.000000 Penalty: 4982.571777
	Iteration 35Q: 3 clusters Score -2982042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2982043.500000 Penalty: 4982.571777
	Iteration 36Q: 3 clusters Score -2982044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2982047.750000 Penalty: 4982.571777
	Iteration 37Q: 3 clusters Score -2982048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2982050.000000 Penalty: 4982.571777
	Iteration 38Q: 3 clusters Score -2982050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2982056.250000 Penalty: 4982.571777
	Iteration 39Q: 3 clusters Score -2982056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2982059.500000 Penalty: 4982.571777
	Iteration 40F: 3 clusters Score -2982060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2982060.500000 Penalty: 4982.571777
	Iteration 41Q: 3 clusters Score -2982060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2982060.500000 Penalty: 4982.571777
	Iteration 42F: 3 clusters Score -2982060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Entering Unmasked Estep 
Score: -2108030.500000 Penalty: 2404.677002
	Iteration 0F: 2 clusters Score -2108030 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 8202 members 
Entering Unmasked Estep 
Score: -2096449.750000 Penalty: 4809.354004
	Iteration 0F: 3 clusters Score -2096450 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2100124.250000 Penalty: 4809.354004
	Iteration 1F: 3 clusters Score -2100124 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2100535.250000 Penalty: 4809.354004
	Iteration 2F: 3 clusters Score -2100535 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2100981.750000 Penalty: 4809.354004
	Iteration 3F: 3 clusters Score -2100982 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2101486.250000 Penalty: 4809.354004
	Iteration 4F: 3 clusters Score -2101486 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2102032.000000 Penalty: 4809.354004
	Iteration 5F: 3 clusters Score -2102032 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2102668.000000 Penalty: 4809.354004
	Iteration 6F: 3 clusters Score -2102668 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2103451.000000 Penalty: 4809.354004
	Iteration 7F: 3 clusters Score -2103451 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2104327.000000 Penalty: 4809.354004
	Iteration 8F: 3 clusters Score -2104327 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2105023.000000 Penalty: 4809.354004
	Iteration 9Q: 3 clusters Score -2105023 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2105375.500000 Penalty: 4809.354004
	Iteration 10Q: 3 clusters Score -2105376 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2105553.500000 Penalty: 4809.354004
	Iteration 11Q: 3 clusters Score -2105554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2105661.500000 Penalty: 4809.354004
	Iteration 12Q: 3 clusters Score -2105662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2105743.250000 Penalty: 4809.354004
	Iteration 13Q: 3 clusters Score -2105743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2105806.000000 Penalty: 4809.354004
	Iteration 14Q: 3 clusters Score -2105806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2105847.500000 Penalty: 4809.354004
	Iteration 15Q: 3 clusters Score -2105848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2105875.500000 Penalty: 4809.354004
	Iteration 16Q: 3 clusters Score -2105876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2105900.750000 Penalty: 4809.354004
	Iteration 17Q: 3 clusters Score -2105901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2105921.000000 Penalty: 4809.354004
	Iteration 18Q: 3 clusters Score -2105921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2105937.000000 Penalty: 4809.354004
	Iteration 19Q: 3 clusters Score -2105937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2105954.750000 Penalty: 4809.354004
	Iteration 20F: 3 clusters Score -2105955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2105961.500000 Penalty: 4809.354004
	Iteration 21Q: 3 clusters Score -2105962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2105967.250000 Penalty: 4809.354004
	Iteration 22Q: 3 clusters Score -2105967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2105973.500000 Penalty: 4809.354004
	Iteration 23Q: 3 clusters Score -2105974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2105976.000000 Penalty: 4809.354004
	Iteration 24Q: 3 clusters Score -2105976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2105987.000000 Penalty: 4809.354004
	Iteration 25Q: 3 clusters Score -2105987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2105989.500000 Penalty: 4809.354004
	Iteration 26Q: 3 clusters Score -2105990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2105997.000000 Penalty: 4809.354004
	Iteration 27Q: 3 clusters Score -2105997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2106002.000000 Penalty: 4809.354004
	Iteration 28Q: 3 clusters Score -2106002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2106002.250000 Penalty: 4809.354004
	Iteration 29Q: 3 clusters Score -2106002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2106011.750000 Penalty: 4809.354004
	Iteration 30Q: 3 clusters Score -2106012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2106013.500000 Penalty: 4809.354004
	Iteration 31Q: 3 clusters Score -2106014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2106021.500000 Penalty: 4809.354004
	Iteration 32Q: 3 clusters Score -2106022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2106022.000000 Penalty: 4809.354004
	Iteration 33Q: 3 clusters Score -2106022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2106026.000000 Penalty: 4809.354004
	Iteration 34Q: 3 clusters Score -2106026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2106024.750000 Penalty: 4809.354004
	Iteration 35Q: 3 clusters Score -2106025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2106028.750000 Penalty: 4809.354004
	Iteration 36Q: 3 clusters Score -2106029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2106030.750000 Penalty: 4809.354004
	Iteration 37Q: 3 clusters Score -2106031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2106032.000000 Penalty: 4809.354004
	Iteration 38Q: 3 clusters Score -2106032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2106031.750000 Penalty: 4809.354004
	Iteration 39Q: 3 clusters Score -2106032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2106033.750000 Penalty: 4809.354004
	Iteration 40F: 3 clusters Score -2106034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2106036.000000 Penalty: 4809.354004
	Iteration 41Q: 3 clusters Score -2106036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2106035.000000 Penalty: 4809.354004
	Iteration 42Q: 3 clusters Score -2106035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2106038.250000 Penalty: 4809.354004
	Iteration 43Q: 3 clusters Score -2106038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2106040.750000 Penalty: 4809.354004
	Iteration 44Q: 3 clusters Score -2106041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2106041.000000 Penalty: 4809.354004
	Iteration 45Q: 3 clusters Score -2106041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2106044.250000 Penalty: 4809.354004
	Iteration 46Q: 3 clusters Score -2106044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2106047.750000 Penalty: 4809.354004
	Iteration 47Q: 3 clusters Score -2106048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2106046.000000 Penalty: 4809.354004
	Iteration 48Q: 3 clusters Score -2106046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2106048.500000 Penalty: 4809.354004
	Iteration 49Q: 3 clusters Score -2106048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2106047.250000 Penalty: 4809.354004
	Iteration 50Q: 3 clusters Score -2106047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2106044.250000 Penalty: 4809.354004
	Iteration 51Q: 3 clusters Score -2106044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2106047.500000 Penalty: 4809.354004
	Iteration 52Q: 3 clusters Score -2106048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2106046.500000 Penalty: 4809.354004
	Iteration 53Q: 3 clusters Score -2106046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2106047.750000 Penalty: 4809.354004
	Iteration 54Q: 3 clusters Score -2106048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2106049.000000 Penalty: 4809.354004
	Iteration 55Q: 3 clusters Score -2106049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2106050.750000 Penalty: 4809.354004
	Iteration 56Q: 3 clusters Score -2106051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2106049.500000 Penalty: 4809.354004
	Iteration 57Q: 3 clusters Score -2106050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2106051.250000 Penalty: 4809.354004
	Iteration 58Q: 3 clusters Score -2106051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2106051.250000 Penalty: 4809.354004
	Iteration 59F: 3 clusters Score -2106051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -62095.093750 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -62095.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60663.062500 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -60663.06 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60975.851562 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -60975.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61113.421875 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -61113.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61188.988281 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -61188.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61253.363281 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -61253.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61343.164062 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -61343.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61490.937500 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -61490.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61674.414062 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -61674.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61724.085938 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -61724.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61736.863281 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -61736.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61739.968750 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -61739.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61739.968750 Penalty: 3147.435547
	Iteration 11F: 3 clusters Score -61739.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -27558.423828 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -27558.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26356.750000 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -26356.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26475.250000 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -26475.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26520.386719 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -26520.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26524.316406 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -26524.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26530.958984 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -26530.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26530.958984 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -26530.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -224095.281250 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -224095.3 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 925 members 
Entering Unmasked Estep 
Score: -221622.109375 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -221622.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222055.093750 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -222055.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222191.625000 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -222191.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222260.390625 Penalty: 3715.025391
	Iteration 3Q: 3 clusters Score -222260.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -222306.578125 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -222306.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222324.796875 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -222324.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222333.781250 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -222333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222346.890625 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -222346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -222355.984375 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -222356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222358.750000 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -222358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222361.312500 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -222361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -222366.312500 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -222366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222371.703125 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -222371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -222374.593750 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -222374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -222379.078125 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -222379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -222381.906250 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -222381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222383.109375 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -222383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222386.968750 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -222387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222387.437500 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -222387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222387.437500 Penalty: 3715.025391
	Iteration 19F: 3 clusters Score -222387.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -156873.640625 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -156873.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154731.703125 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -154731.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155052.484375 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -155052.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155145.703125 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -155145.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155181.296875 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -155181.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155196.640625 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -155196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155206.671875 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -155206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155211.375000 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -155211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155213.671875 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -155213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155216.734375 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -155216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155223.390625 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -155223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155227.468750 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -155227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155232.281250 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -155232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155235.781250 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -155235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155236.734375 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -155236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155236.734375 Penalty: 3538.114746
	Iteration 14F: 3 clusters Score -155236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235882 members 
Entering Unmasked Estep 
Score: -30163906.000000 Penalty: 3068.029541
	Iteration 0F: 2 clusters Score -3.016391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -30064804.000000 Penalty: 6136.059082
	Iteration 0F: 3 clusters Score -3.00648e+07 nChanged 113811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -30131922.000000 Penalty: 6136.059082
	Iteration 1F: 3 clusters Score -3.013192e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -30132936.000000 Penalty: 6136.059082
	Iteration 2Q: 3 clusters Score -3.013294e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122166 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -30134110.000000 Penalty: 6136.059082
	Iteration 3Q: 3 clusters Score -3.013411e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -30135374.000000 Penalty: 6136.059082
	Iteration 4Q: 3 clusters Score -3.013537e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -30136694.000000 Penalty: 6136.059082
	Iteration 5Q: 3 clusters Score -3.013669e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129138 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -30138660.000000 Penalty: 6136.059082
	Iteration 6Q: 3 clusters Score -3.013866e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -30140880.000000 Penalty: 6136.059082
	Iteration 7Q: 3 clusters Score -3.014088e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -30144334.000000 Penalty: 6136.059082
	Iteration 8Q: 3 clusters Score -3.014433e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139465 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -30149560.000000 Penalty: 6136.059082
	Iteration 9Q: 3 clusters Score -3.014956e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -30157410.000000 Penalty: 6136.059082
	Iteration 10F: 3 clusters Score -3.015741e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -30167522.000000 Penalty: 6136.059082
	Iteration 11F: 3 clusters Score -3.016752e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139624 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -30174384.000000 Penalty: 6136.059082
	Iteration 12F: 3 clusters Score -3.017438e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -30176726.000000 Penalty: 6136.059082
	Iteration 13Q: 3 clusters Score -3.017673e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -30177500.000000 Penalty: 6136.059082
	Iteration 14Q: 3 clusters Score -3.01775e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -30177510.000000 Penalty: 6136.059082
	Iteration 15Q: 3 clusters Score -3.017751e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -30177690.000000 Penalty: 6136.059082
	Iteration 16Q: 3 clusters Score -3.017769e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124220 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -30178154.000000 Penalty: 6136.059082
	Iteration 17Q: 3 clusters Score -3.017815e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -30178434.000000 Penalty: 6136.059082
	Iteration 18Q: 3 clusters Score -3.017843e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -30178382.000000 Penalty: 6136.059082
	Iteration 19Q: 3 clusters Score -3.017838e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -30178334.000000 Penalty: 6136.059082
	Iteration 20F: 3 clusters Score -3.017833e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -30178564.000000 Penalty: 6136.059082
	Iteration 21Q: 3 clusters Score -3.017856e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -30178904.000000 Penalty: 6136.059082
	Iteration 22Q: 3 clusters Score -3.01789e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -30179262.000000 Penalty: 6136.059082
	Iteration 23Q: 3 clusters Score -3.017926e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -30179364.000000 Penalty: 6136.059082
	Iteration 24Q: 3 clusters Score -3.017936e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 148536 members 
Entering Unmasked Estep 
Score: -30179440.000000 Penalty: 6136.059082
	Iteration 25Q: 3 clusters Score -3.017944e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -30179830.000000 Penalty: 6136.059082
	Iteration 26Q: 3 clusters Score -3.017983e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 162909 members 
Entering Unmasked Estep 
Score: -30179920.000000 Penalty: 6136.059082
	Iteration 27Q: 3 clusters Score -3.017992e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -30179466.000000 Penalty: 6136.059082
	Iteration 28Q: 3 clusters Score -3.017947e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -30178522.000000 Penalty: 6136.059082
	Iteration 29Q: 3 clusters Score -3.017852e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 186460 members 
Entering Unmasked Estep 
Score: -30176070.000000 Penalty: 6136.059082
	Iteration 30Q: 3 clusters Score -3.017607e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -30173000.000000 Penalty: 6136.059082
	Iteration 31Q: 3 clusters Score -3.0173e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 199076 members 
Entering Unmasked Estep 
Score: -30170408.000000 Penalty: 6136.059082
	Iteration 32Q: 3 clusters Score -3.017041e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 203540 members 
Entering Unmasked Estep 
Score: -30168358.000000 Penalty: 6136.059082
	Iteration 33Q: 3 clusters Score -3.016836e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 207004 members 
Entering Unmasked Estep 
Score: -30166444.000000 Penalty: 6136.059082
	Iteration 34Q: 3 clusters Score -3.016644e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 209812 members 
Entering Unmasked Estep 
Score: -30165066.000000 Penalty: 6136.059082
	Iteration 35Q: 3 clusters Score -3.016507e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 212176 members 
Entering Unmasked Estep 
Score: -30163938.000000 Penalty: 6136.059082
	Iteration 36Q: 3 clusters Score -3.016394e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 214117 members 
Entering Unmasked Estep 
Score: -30163054.000000 Penalty: 6136.059082
	Iteration 37Q: 3 clusters Score -3.016305e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 215773 members 
Entering Unmasked Estep 
Score: -30162322.000000 Penalty: 6136.059082
	Iteration 38Q: 3 clusters Score -3.016232e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 217321 members 
Entering Unmasked Estep 
Score: -30161692.000000 Penalty: 6136.059082
	Iteration 39Q: 3 clusters Score -3.016169e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 218732 members 
Entering Unmasked Estep 
Score: -30163668.000000 Penalty: 6136.059082
	Iteration 40F: 3 clusters Score -3.016367e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 221723 members 
Entering Unmasked Estep 
Score: -30162826.000000 Penalty: 6136.059082
	Iteration 41Q: 3 clusters Score -3.016283e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 224107 members 
Entering Unmasked Estep 
Score: -30162074.000000 Penalty: 6136.059082
	Iteration 42Q: 3 clusters Score -3.016207e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 226014 members 
Entering Unmasked Estep 
Score: -30161430.000000 Penalty: 6136.059082
	Iteration 43Q: 3 clusters Score -3.016143e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 227549 members 
Entering Unmasked Estep 
Score: -30161208.000000 Penalty: 6136.059082
	Iteration 44Q: 3 clusters Score -3.016121e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 228927 members 
Entering Unmasked Estep 
Score: -30161188.000000 Penalty: 6136.059082
	Iteration 45Q: 3 clusters Score -3.016119e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 230094 members 
Entering Unmasked Estep 
Score: -30160988.000000 Penalty: 6136.059082
	Iteration 46Q: 3 clusters Score -3.016099e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -30161010.000000 Penalty: 6136.059082
	Iteration 47Q: 3 clusters Score -3.016101e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 231940 members 
Entering Unmasked Estep 
Score: -30160968.000000 Penalty: 6136.059082
	Iteration 48Q: 3 clusters Score -3.016097e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 232633 members 
Entering Unmasked Estep 
Score: -30161020.000000 Penalty: 6136.059082
	Iteration 49Q: 3 clusters Score -3.016102e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 233212 members 
Entering Unmasked Estep 
Score: -30161062.000000 Penalty: 6136.059082
	Iteration 50Q: 3 clusters Score -3.016106e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 233677 members 
Entering Unmasked Estep 
Score: -30161044.000000 Penalty: 6136.059082
	Iteration 51Q: 3 clusters Score -3.016104e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 234055 members 
Entering Unmasked Estep 
Score: -30161012.000000 Penalty: 6136.059082
	Iteration 52Q: 3 clusters Score -3.016101e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 234354 members 
Entering Unmasked Estep 
Score: -30161048.000000 Penalty: 6136.059082
	Iteration 53Q: 3 clusters Score -3.016105e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 234569 members 
Entering Unmasked Estep 
Score: -30161128.000000 Penalty: 6136.059082
	Iteration 54Q: 3 clusters Score -3.016113e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 234719 members 
Entering Unmasked Estep 
Score: -30161166.000000 Penalty: 6136.059082
	Iteration 55Q: 3 clusters Score -3.016117e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 234834 members 
Entering Unmasked Estep 
Score: -30161214.000000 Penalty: 6136.059082
	Iteration 56Q: 3 clusters Score -3.016121e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 234914 members 
Entering Unmasked Estep 
Score: -30161260.000000 Penalty: 6136.059082
	Iteration 57Q: 3 clusters Score -3.016126e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 234980 members 
Entering Unmasked Estep 
Score: -30161272.000000 Penalty: 6136.059082
	Iteration 58Q: 3 clusters Score -3.016127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 235032 members 
Entering Unmasked Estep 
Score: -30161262.000000 Penalty: 6136.059082
	Iteration 59Q: 3 clusters Score -3.016126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 235064 members 
Entering Unmasked Estep 
Score: -30161298.000000 Penalty: 6136.059082
	Iteration 60F: 3 clusters Score -3.01613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 235102 members 
Entering Unmasked Estep 
Score: -30161302.000000 Penalty: 6136.059082
	Iteration 61Q: 3 clusters Score -3.01613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 235126 members 
Entering Unmasked Estep 
Score: -30161304.000000 Penalty: 6136.059082
	Iteration 62Q: 3 clusters Score -3.01613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 235144 members 
Entering Unmasked Estep 
Score: -30161308.000000 Penalty: 6136.059082
	Iteration 63Q: 3 clusters Score -3.016131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 235156 members 
Entering Unmasked Estep 
Score: -30161344.000000 Penalty: 6136.059082
	Iteration 64Q: 3 clusters Score -3.016134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 235173 members 
Entering Unmasked Estep 
Score: -30161350.000000 Penalty: 6136.059082
	Iteration 65Q: 3 clusters Score -3.016135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 235187 members 
Entering Unmasked Estep 
Score: -30161360.000000 Penalty: 6136.059082
	Iteration 66Q: 3 clusters Score -3.016136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 235192 members 
Entering Unmasked Estep 
Score: -30161358.000000 Penalty: 6136.059082
	Iteration 67Q: 3 clusters Score -3.016136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 235200 members 
Entering Unmasked Estep 
Score: -30161396.000000 Penalty: 6136.059082
	Iteration 68Q: 3 clusters Score -3.01614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 235209 members 
Entering Unmasked Estep 
Score: -30161426.000000 Penalty: 6136.059082
	Iteration 69Q: 3 clusters Score -3.016143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 235216 members 
Entering Unmasked Estep 
Score: -30161422.000000 Penalty: 6136.059082
	Iteration 70Q: 3 clusters Score -3.016142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 235226 members 
Entering Unmasked Estep 
Score: -30161412.000000 Penalty: 6136.059082
	Iteration 71Q: 3 clusters Score -3.016141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 235228 members 
Entering Unmasked Estep 
Score: -30161420.000000 Penalty: 6136.059082
	Iteration 72Q: 3 clusters Score -3.016142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 235231 members 
Entering Unmasked Estep 
Score: -30161408.000000 Penalty: 6136.059082
	Iteration 73Q: 3 clusters Score -3.016141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -30161426.000000 Penalty: 6136.059082
	Iteration 74Q: 3 clusters Score -3.016143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -30161426.000000 Penalty: 6136.059082
	Iteration 75F: 3 clusters Score -3.016143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -223793.062500 Penalty: 1866.492310
	Iteration 0F: 2 clusters Score -223793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221245.656250 Penalty: 3732.984619
	Iteration 0F: 3 clusters Score -221245.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221742.390625 Penalty: 3732.984619
	Iteration 1F: 3 clusters Score -221742.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -221919.140625 Penalty: 3732.984619
	Iteration 2F: 3 clusters Score -221919.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222104.734375 Penalty: 3732.984619
	Iteration 3F: 3 clusters Score -222104.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222237.843750 Penalty: 3732.984619
	Iteration 4Q: 3 clusters Score -222237.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222354.031250 Penalty: 3732.984619
	Iteration 5Q: 3 clusters Score -222354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222441.265625 Penalty: 3732.984619
	Iteration 6Q: 3 clusters Score -222441.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222552.500000 Penalty: 3732.984619
	Iteration 7Q: 3 clusters Score -222552.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -222711.781250 Penalty: 3732.984619
	Iteration 8Q: 3 clusters Score -222711.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222975.859375 Penalty: 3732.984619
	Iteration 9F: 3 clusters Score -222975.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -223356.500000 Penalty: 3732.984619
	Iteration 10F: 3 clusters Score -223356.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -223970.250000 Penalty: 3732.984619
	Iteration 11F: 3 clusters Score -223970.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -224740.578125 Penalty: 3732.984619
	Iteration 12F: 3 clusters Score -224740.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -225067.515625 Penalty: 3732.984619
	Iteration 13Q: 3 clusters Score -225067.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -225112.515625 Penalty: 3732.984619
	Iteration 14Q: 3 clusters Score -225112.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -225144.031250 Penalty: 3732.984619
	Iteration 15Q: 3 clusters Score -225144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225174.125000 Penalty: 3732.984619
	Iteration 16Q: 3 clusters Score -225174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -225184.468750 Penalty: 3732.984619
	Iteration 17Q: 3 clusters Score -225184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -225192.281250 Penalty: 3732.984619
	Iteration 18Q: 3 clusters Score -225192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225197.828125 Penalty: 3732.984619
	Iteration 19Q: 3 clusters Score -225197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225197.828125 Penalty: 3732.984619
	Iteration 20F: 3 clusters Score -225197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 103181 members 
Mstep: Class 3 contains 60042 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291214 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46813 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 16257 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235882 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 78864 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 913 members 
Entering Unmasked Estep 
Score: -116065128.000000 Penalty: 74949.453125
Splitting cluster 18 changes total score from -116065040.000000 to -116065128.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (78864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Entering Unmasked Estep 
Score: -10138112.000000 Penalty: 2796.319092
	Iteration 0F: 2 clusters Score -1.013811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -10085178.000000 Penalty: 5592.638184
	Iteration 0F: 3 clusters Score -1.008518e+07 nChanged 36940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -10106012.000000 Penalty: 5592.638184
	Iteration 1F: 3 clusters Score -1.010601e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -10106568.000000 Penalty: 5592.638184
	Iteration 2Q: 3 clusters Score -1.010657e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -10107177.000000 Penalty: 5592.638184
	Iteration 3Q: 3 clusters Score -1.010718e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -10107727.000000 Penalty: 5592.638184
	Iteration 4Q: 3 clusters Score -1.010773e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -10108212.000000 Penalty: 5592.638184
	Iteration 5Q: 3 clusters Score -1.010821e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -10108771.000000 Penalty: 5592.638184
	Iteration 6Q: 3 clusters Score -1.010877e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -10109579.000000 Penalty: 5592.638184
	Iteration 7Q: 3 clusters Score -1.010958e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -10110585.000000 Penalty: 5592.638184
	Iteration 8Q: 3 clusters Score -1.011058e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -10112230.000000 Penalty: 5592.638184
	Iteration 9Q: 3 clusters Score -1.011223e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -10114627.000000 Penalty: 5592.638184
	Iteration 10F: 3 clusters Score -1.011463e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -10117961.000000 Penalty: 5592.638184
	Iteration 11F: 3 clusters Score -1.011796e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -10121883.000000 Penalty: 5592.638184
	Iteration 12F: 3 clusters Score -1.012188e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -10125249.000000 Penalty: 5592.638184
	Iteration 13F: 3 clusters Score -1.012525e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -10127301.000000 Penalty: 5592.638184
	Iteration 14Q: 3 clusters Score -1.01273e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -10128346.000000 Penalty: 5592.638184
	Iteration 15Q: 3 clusters Score -1.012835e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -10129085.000000 Penalty: 5592.638184
	Iteration 16Q: 3 clusters Score -1.012908e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -10129700.000000 Penalty: 5592.638184
	Iteration 17Q: 3 clusters Score -1.01297e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -10130239.000000 Penalty: 5592.638184
	Iteration 18Q: 3 clusters Score -1.013024e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -10130739.000000 Penalty: 5592.638184
	Iteration 19Q: 3 clusters Score -1.013074e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -10131126.000000 Penalty: 5592.638184
	Iteration 20F: 3 clusters Score -1.013113e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -10131469.000000 Penalty: 5592.638184
	Iteration 21Q: 3 clusters Score -1.013147e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -10131906.000000 Penalty: 5592.638184
	Iteration 22Q: 3 clusters Score -1.013191e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -10132278.000000 Penalty: 5592.638184
	Iteration 23Q: 3 clusters Score -1.013228e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -10132661.000000 Penalty: 5592.638184
	Iteration 24Q: 3 clusters Score -1.013266e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -10132923.000000 Penalty: 5592.638184
	Iteration 25Q: 3 clusters Score -1.013292e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -10133205.000000 Penalty: 5592.638184
	Iteration 26Q: 3 clusters Score -1.01332e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -10133468.000000 Penalty: 5592.638184
	Iteration 27Q: 3 clusters Score -1.013347e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -10133713.000000 Penalty: 5592.638184
	Iteration 28Q: 3 clusters Score -1.013371e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -10133935.000000 Penalty: 5592.638184
	Iteration 29Q: 3 clusters Score -1.013394e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -10134102.000000 Penalty: 5592.638184
	Iteration 30Q: 3 clusters Score -1.01341e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -10134302.000000 Penalty: 5592.638184
	Iteration 31Q: 3 clusters Score -1.01343e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -10134441.000000 Penalty: 5592.638184
	Iteration 32Q: 3 clusters Score -1.013444e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -10134592.000000 Penalty: 5592.638184
	Iteration 33Q: 3 clusters Score -1.013459e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -10134700.000000 Penalty: 5592.638184
	Iteration 34Q: 3 clusters Score -1.01347e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -10134891.000000 Penalty: 5592.638184
	Iteration 35Q: 3 clusters Score -1.013489e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -10135064.000000 Penalty: 5592.638184
	Iteration 36Q: 3 clusters Score -1.013506e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -10135168.000000 Penalty: 5592.638184
	Iteration 37Q: 3 clusters Score -1.013517e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10135322.000000 Penalty: 5592.638184
	Iteration 38Q: 3 clusters Score -1.013532e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10135405.000000 Penalty: 5592.638184
	Iteration 39Q: 3 clusters Score -1.01354e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10135484.000000 Penalty: 5592.638184
	Iteration 40F: 3 clusters Score -1.013548e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -10135610.000000 Penalty: 5592.638184
	Iteration 41Q: 3 clusters Score -1.013561e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -10135651.000000 Penalty: 5592.638184
	Iteration 42Q: 3 clusters Score -1.013565e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10135712.000000 Penalty: 5592.638184
	Iteration 43Q: 3 clusters Score -1.013571e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10135759.000000 Penalty: 5592.638184
	Iteration 44Q: 3 clusters Score -1.013576e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -10135812.000000 Penalty: 5592.638184
	Iteration 45Q: 3 clusters Score -1.013581e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10135880.000000 Penalty: 5592.638184
	Iteration 46Q: 3 clusters Score -1.013588e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -10135932.000000 Penalty: 5592.638184
	Iteration 47Q: 3 clusters Score -1.013593e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10136037.000000 Penalty: 5592.638184
	Iteration 48Q: 3 clusters Score -1.013604e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10136146.000000 Penalty: 5592.638184
	Iteration 49Q: 3 clusters Score -1.013615e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10136244.000000 Penalty: 5592.638184
	Iteration 50Q: 3 clusters Score -1.013624e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10136311.000000 Penalty: 5592.638184
	Iteration 51Q: 3 clusters Score -1.013631e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10136413.000000 Penalty: 5592.638184
	Iteration 52Q: 3 clusters Score -1.013641e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10136459.000000 Penalty: 5592.638184
	Iteration 53Q: 3 clusters Score -1.013646e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10136513.000000 Penalty: 5592.638184
	Iteration 54Q: 3 clusters Score -1.013651e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10136593.000000 Penalty: 5592.638184
	Iteration 55Q: 3 clusters Score -1.013659e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10136619.000000 Penalty: 5592.638184
	Iteration 56Q: 3 clusters Score -1.013662e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10136664.000000 Penalty: 5592.638184
	Iteration 57Q: 3 clusters Score -1.013666e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10136691.000000 Penalty: 5592.638184
	Iteration 58Q: 3 clusters Score -1.013669e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10136732.000000 Penalty: 5592.638184
	Iteration 59Q: 3 clusters Score -1.013673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10136815.000000 Penalty: 5592.638184
	Iteration 60F: 3 clusters Score -1.013682e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10136898.000000 Penalty: 5592.638184
	Iteration 61Q: 3 clusters Score -1.01369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10136996.000000 Penalty: 5592.638184
	Iteration 62Q: 3 clusters Score -1.0137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10137051.000000 Penalty: 5592.638184
	Iteration 63Q: 3 clusters Score -1.013705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10137090.000000 Penalty: 5592.638184
	Iteration 64Q: 3 clusters Score -1.013709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10137134.000000 Penalty: 5592.638184
	Iteration 65Q: 3 clusters Score -1.013713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10137165.000000 Penalty: 5592.638184
	Iteration 66Q: 3 clusters Score -1.013716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10137204.000000 Penalty: 5592.638184
	Iteration 67Q: 3 clusters Score -1.01372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10137212.000000 Penalty: 5592.638184
	Iteration 68Q: 3 clusters Score -1.013721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10137214.000000 Penalty: 5592.638184
	Iteration 69Q: 3 clusters Score -1.013721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10137230.000000 Penalty: 5592.638184
	Iteration 70Q: 3 clusters Score -1.013723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10137224.000000 Penalty: 5592.638184
	Iteration 71Q: 3 clusters Score -1.013722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10137230.000000 Penalty: 5592.638184
	Iteration 72Q: 3 clusters Score -1.013723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10137243.000000 Penalty: 5592.638184
	Iteration 73Q: 3 clusters Score -1.013724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10137244.000000 Penalty: 5592.638184
	Iteration 74Q: 3 clusters Score -1.013724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10137244.000000 Penalty: 5592.638184
	Iteration 75Q: 3 clusters Score -1.013724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10137250.000000 Penalty: 5592.638184
	Iteration 76Q: 3 clusters Score -1.013725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10137252.000000 Penalty: 5592.638184
	Iteration 77Q: 3 clusters Score -1.013725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10137275.000000 Penalty: 5592.638184
	Iteration 78F: 3 clusters Score -1.013728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10137276.000000 Penalty: 5592.638184
	Iteration 79Q: 3 clusters Score -1.013728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10137276.000000 Penalty: 5592.638184
	Iteration 80F: 3 clusters Score -1.013728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10137286.000000 Penalty: 5592.638184
	Iteration 81Q: 3 clusters Score -1.013729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10137277.000000 Penalty: 5592.638184
	Iteration 82Q: 3 clusters Score -1.013728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10137282.000000 Penalty: 5592.638184
	Iteration 83Q: 3 clusters Score -1.013728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10137288.000000 Penalty: 5592.638184
	Iteration 84Q: 3 clusters Score -1.013729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10137305.000000 Penalty: 5592.638184
	Iteration 85Q: 3 clusters Score -1.01373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10137315.000000 Penalty: 5592.638184
	Iteration 86Q: 3 clusters Score -1.013732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10137315.000000 Penalty: 5592.638184
	Iteration 87Q: 3 clusters Score -1.013732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10137314.000000 Penalty: 5592.638184
	Iteration 88Q: 3 clusters Score -1.013731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10137314.000000 Penalty: 5592.638184
	Iteration 89Q: 3 clusters Score -1.013731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10137315.000000 Penalty: 5592.638184
	Iteration 90Q: 3 clusters Score -1.013732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10137314.000000 Penalty: 5592.638184
	Iteration 91Q: 3 clusters Score -1.013731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10137308.000000 Penalty: 5592.638184
	Iteration 92Q: 3 clusters Score -1.013731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10137307.000000 Penalty: 5592.638184
	Iteration 93Q: 3 clusters Score -1.013731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10137315.000000 Penalty: 5592.638184
	Iteration 94Q: 3 clusters Score -1.013732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10137315.000000 Penalty: 5592.638184
	Iteration 95F: 3 clusters Score -1.013732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -258009.703125 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -258009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255380.015625 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -255380 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255814.156250 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -255814.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -255949.109375 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -255949.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256016.812500 Penalty: 3785.430664
	Iteration 3Q: 3 clusters Score -256016.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -256068.406250 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -256068.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -256103.546875 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -256103.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -256123.765625 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -256123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -256138.484375 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -256138.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -256157.546875 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -256157.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256179.937500 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -256179.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256202.093750 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -256202.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -256222.937500 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -256222.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256231.703125 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -256231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -256238.609375 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -256238.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -256247.781250 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -256247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -256252.578125 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -256252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256260.078125 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -256260.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -256267.640625 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -256267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -256274.046875 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -256274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256281.062500 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -256281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256288.890625 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -256288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -256296.812500 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -256296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -256301.859375 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -256301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -256303.640625 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -256303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -256304.343750 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -256304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -256304.343750 Penalty: 3785.430664
	Iteration 25F: 3 clusters Score -256304.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Entering Unmasked Estep 
Score: -1504807.750000 Penalty: 2325.211914
	Iteration 0F: 2 clusters Score -1504808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1495956.250000 Penalty: 4650.423828
	Iteration 0F: 3 clusters Score -1495956 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1498574.375000 Penalty: 4650.423828
	Iteration 1F: 3 clusters Score -1498574 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1498848.750000 Penalty: 4650.423828
	Iteration 2F: 3 clusters Score -1498849 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1499046.750000 Penalty: 4650.423828
	Iteration 3Q: 3 clusters Score -1499047 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1499201.875000 Penalty: 4650.423828
	Iteration 4Q: 3 clusters Score -1499202 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1499347.875000 Penalty: 4650.423828
	Iteration 5Q: 3 clusters Score -1499348 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1499488.625000 Penalty: 4650.423828
	Iteration 6Q: 3 clusters Score -1499489 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1499687.125000 Penalty: 4650.423828
	Iteration 7Q: 3 clusters Score -1499687 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1499943.875000 Penalty: 4650.423828
	Iteration 8Q: 3 clusters Score -1499944 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1500228.500000 Penalty: 4650.423828
	Iteration 9Q: 3 clusters Score -1500228 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1500570.000000 Penalty: 4650.423828
	Iteration 10Q: 3 clusters Score -1500570 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1500968.125000 Penalty: 4650.423828
	Iteration 11Q: 3 clusters Score -1500968 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1501378.375000 Penalty: 4650.423828
	Iteration 12Q: 3 clusters Score -1501378 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1501836.625000 Penalty: 4650.423828
	Iteration 13F: 3 clusters Score -1501837 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1502270.875000 Penalty: 4650.423828
	Iteration 14Q: 3 clusters Score -1502271 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1502610.000000 Penalty: 4650.423828
	Iteration 15Q: 3 clusters Score -1502610 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1502833.750000 Penalty: 4650.423828
	Iteration 16Q: 3 clusters Score -1502834 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1502987.750000 Penalty: 4650.423828
	Iteration 17Q: 3 clusters Score -1502988 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1503132.625000 Penalty: 4650.423828
	Iteration 18Q: 3 clusters Score -1503133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1503241.625000 Penalty: 4650.423828
	Iteration 19Q: 3 clusters Score -1503242 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1503328.375000 Penalty: 4650.423828
	Iteration 20F: 3 clusters Score -1503328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1503378.750000 Penalty: 4650.423828
	Iteration 21Q: 3 clusters Score -1503379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1503410.375000 Penalty: 4650.423828
	Iteration 22Q: 3 clusters Score -1503410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1503437.000000 Penalty: 4650.423828
	Iteration 23Q: 3 clusters Score -1503437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1503455.625000 Penalty: 4650.423828
	Iteration 24Q: 3 clusters Score -1503456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1503471.000000 Penalty: 4650.423828
	Iteration 25Q: 3 clusters Score -1503471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1503477.750000 Penalty: 4650.423828
	Iteration 26Q: 3 clusters Score -1503478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1503485.875000 Penalty: 4650.423828
	Iteration 27Q: 3 clusters Score -1503486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1503485.375000 Penalty: 4650.423828
	Iteration 28Q: 3 clusters Score -1503485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1503488.625000 Penalty: 4650.423828
	Iteration 29Q: 3 clusters Score -1503489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1503487.750000 Penalty: 4650.423828
	Iteration 30Q: 3 clusters Score -1503488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1503491.625000 Penalty: 4650.423828
	Iteration 31Q: 3 clusters Score -1503492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1503490.375000 Penalty: 4650.423828
	Iteration 32Q: 3 clusters Score -1503490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1503490.000000 Penalty: 4650.423828
	Iteration 33Q: 3 clusters Score -1503490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1503490.500000 Penalty: 4650.423828
	Iteration 34Q: 3 clusters Score -1503490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1503494.000000 Penalty: 4650.423828
	Iteration 35Q: 3 clusters Score -1503494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1503494.625000 Penalty: 4650.423828
	Iteration 36Q: 3 clusters Score -1503495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1503493.625000 Penalty: 4650.423828
	Iteration 37Q: 3 clusters Score -1503494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1503494.375000 Penalty: 4650.423828
	Iteration 38Q: 3 clusters Score -1503494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1503494.375000 Penalty: 4650.423828
	Iteration 39F: 3 clusters Score -1503494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 103181 members 
Mstep: Class 3 contains 60042 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 291214 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46813 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 16257 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 235882 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 78864 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 23 clusters Score -1.160652e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 103116 members 
Mstep: Class 3 contains 60055 members 
Mstep: Class 4 contains 5400 members 
Mstep: Class 5 contains 21910 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 291260 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 235883 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 78877 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.160653e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 103053 members 
Mstep: Class 3 contains 60055 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291299 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46817 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235883 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 78888 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 23 clusters Score -1.160654e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 102967 members 
Mstep: Class 3 contains 60060 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 21916 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 291329 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46817 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23071 members 
Mstep: Class 12 contains 16305 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235886 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 78905 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 23 clusters Score -1.160654e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 102891 members 
Mstep: Class 3 contains 60066 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 21922 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 291376 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46819 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23073 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235883 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78925 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 23 clusters Score -1.160654e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 102819 members 
Mstep: Class 3 contains 60073 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291417 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23073 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235881 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78942 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11799 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 23 clusters Score -1.160654e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 102754 members 
Mstep: Class 3 contains 60079 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291467 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46819 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23072 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235873 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78959 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065320.000000 Penalty: 74949.453125
Iteration 125Q: 23 clusters Score -1.160653e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 102685 members 
Mstep: Class 3 contains 60080 members 
Mstep: Class 4 contains 5348 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291525 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46810 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23072 members 
Mstep: Class 12 contains 16353 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235873 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78976 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065232.000000 Penalty: 74949.453125
Iteration 126Q: 23 clusters Score -1.160652e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 102596 members 
Mstep: Class 3 contains 60090 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291584 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23081 members 
Mstep: Class 12 contains 16366 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235867 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78992 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 23 clusters Score -1.160653e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 102508 members 
Mstep: Class 3 contains 60092 members 
Mstep: Class 4 contains 5334 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291638 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46801 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 23087 members 
Mstep: Class 12 contains 16377 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235862 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79018 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 23 clusters Score -1.160652e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 102415 members 
Mstep: Class 3 contains 60091 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291692 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 23096 members 
Mstep: Class 12 contains 16388 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235858 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79044 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065144.000000 Penalty: 74949.453125
Iteration 129Q: 23 clusters Score -1.160651e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 102333 members 
Mstep: Class 3 contains 60091 members 
Mstep: Class 4 contains 5324 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291741 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46800 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23107 members 
Mstep: Class 12 contains 16400 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235858 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79070 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065160.000000 Penalty: 74949.453125
Iteration 130Q: 23 clusters Score -1.160652e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 102254 members 
Mstep: Class 3 contains 60095 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291784 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23113 members 
Mstep: Class 12 contains 16417 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235859 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79088 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065088.000000 Penalty: 74949.453125
Iteration 131Q: 23 clusters Score -1.160651e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 102170 members 
Mstep: Class 3 contains 60098 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 21945 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291814 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46800 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23120 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235859 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79118 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 23 clusters Score -1.16065e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 102105 members 
Mstep: Class 3 contains 60098 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 21947 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291833 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235854 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79136 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065008.000000 Penalty: 74949.453125
Iteration 133Q: 23 clusters Score -1.16065e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 102043 members 
Mstep: Class 3 contains 60099 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 21949 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291854 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 16483 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79149 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065056.000000 Penalty: 74949.453125
Iteration 134Q: 23 clusters Score -1.160651e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 101969 members 
Mstep: Class 3 contains 60103 members 
Mstep: Class 4 contains 5314 members 
Mstep: Class 5 contains 21951 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291881 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 16502 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235861 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79170 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065024.000000 Penalty: 74949.453125
Iteration 135Q: 23 clusters Score -1.16065e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 101920 members 
Mstep: Class 3 contains 60108 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 21952 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291888 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235868 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79187 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064968.000000 Penalty: 74949.453125
Iteration 136Q: 23 clusters Score -1.16065e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 101871 members 
Mstep: Class 3 contains 60111 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 21951 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291906 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235863 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79204 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065008.000000 Penalty: 74949.453125
Iteration 137Q: 23 clusters Score -1.16065e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 101815 members 
Mstep: Class 3 contains 60113 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291918 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23130 members 
Mstep: Class 12 contains 16549 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235861 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79236 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064952.000000 Penalty: 74949.453125
Iteration 138Q: 23 clusters Score -1.16065e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 101771 members 
Mstep: Class 3 contains 60110 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291934 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235858 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79255 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065000.000000 Penalty: 74949.453125
Iteration 139Q: 23 clusters Score -1.16065e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 101722 members 
Mstep: Class 3 contains 60114 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291953 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23130 members 
Mstep: Class 12 contains 16579 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235854 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79274 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064944.000000 Penalty: 74949.453125
Iteration 140F: 23 clusters Score -1.160649e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 60113 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291977 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46801 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235850 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79295 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065008.000000 Penalty: 74949.453125
Iteration 141Q: 23 clusters Score -1.16065e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 101622 members 
Mstep: Class 3 contains 60108 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 21955 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291990 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46799 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235853 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79315 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065072.000000 Penalty: 74949.453125
Iteration 142Q: 23 clusters Score -1.160651e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 101560 members 
Mstep: Class 3 contains 60113 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 21956 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292006 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46796 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23134 members 
Mstep: Class 12 contains 16618 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235854 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79334 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065056.000000 Penalty: 74949.453125
Iteration 143Q: 23 clusters Score -1.160651e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 101514 members 
Mstep: Class 3 contains 60112 members 
Mstep: Class 4 contains 5308 members 
Mstep: Class 5 contains 21963 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292025 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46794 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 16625 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79347 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064928.000000 Penalty: 74949.453125
Iteration 144Q: 23 clusters Score -1.160649e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 101467 members 
Mstep: Class 3 contains 60115 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 21967 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292044 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 46794 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 16632 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235854 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79359 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064968.000000 Penalty: 74949.453125
Iteration 145Q: 23 clusters Score -1.16065e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 101432 members 
Mstep: Class 3 contains 60121 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 21972 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292057 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46792 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 16637 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79368 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11803 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065032.000000 Penalty: 74949.453125
Iteration 146Q: 23 clusters Score -1.16065e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 101402 members 
Mstep: Class 3 contains 60127 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 21977 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292071 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46792 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23143 members 
Mstep: Class 12 contains 16640 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235853 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79375 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064944.000000 Penalty: 74949.453125
Iteration 147Q: 23 clusters Score -1.160649e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 101372 members 
Mstep: Class 3 contains 60134 members 
Mstep: Class 4 contains 5293 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292068 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46796 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23147 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79387 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064760.000000 Penalty: 74949.453125
Iteration 148Q: 23 clusters Score -1.160648e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 101348 members 
Mstep: Class 3 contains 60139 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 21984 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292073 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 23148 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235857 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79397 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064680.000000 Penalty: 74949.453125
Iteration 149Q: 23 clusters Score -1.160647e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 101324 members 
Mstep: Class 3 contains 60147 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 21986 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292082 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79405 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064728.000000 Penalty: 74949.453125
Iteration 150Q: 23 clusters Score -1.160647e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 101301 members 
Mstep: Class 3 contains 60152 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 21987 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292090 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46802 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79418 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064792.000000 Penalty: 74949.453125
Iteration 151Q: 23 clusters Score -1.160648e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 101282 members 
Mstep: Class 3 contains 60160 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 21990 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292087 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23148 members 
Mstep: Class 12 contains 16650 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235856 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79431 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064768.000000 Penalty: 74949.453125
Iteration 152Q: 23 clusters Score -1.160648e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 101257 members 
Mstep: Class 3 contains 60168 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 21994 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292085 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23147 members 
Mstep: Class 12 contains 16651 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235855 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79447 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064632.000000 Penalty: 74949.453125
Iteration 153Q: 23 clusters Score -1.160646e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 101234 members 
Mstep: Class 3 contains 60174 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 21996 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292089 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46807 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23147 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235859 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79458 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064656.000000 Penalty: 74949.453125
Iteration 154Q: 23 clusters Score -1.160647e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 101211 members 
Mstep: Class 3 contains 60177 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 21997 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292090 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23147 members 
Mstep: Class 12 contains 16654 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235862 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79479 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064672.000000 Penalty: 74949.453125
Iteration 155Q: 23 clusters Score -1.160647e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 101188 members 
Mstep: Class 3 contains 60178 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 22002 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292088 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23147 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235863 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79503 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064648.000000 Penalty: 74949.453125
Iteration 156Q: 23 clusters Score -1.160646e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 101162 members 
Mstep: Class 3 contains 60183 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 22005 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292090 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46805 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 16656 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235866 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79522 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11794 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064632.000000 Penalty: 74949.453125
Iteration 157Q: 23 clusters Score -1.160646e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 101133 members 
Mstep: Class 3 contains 60188 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 22008 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292097 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235866 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79536 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064664.000000 Penalty: 74949.453125
Iteration 158Q: 23 clusters Score -1.160647e+08 nChanged 69
Entering ConstructFrom: 
Score: -116064664.000000 Penalty: 74949.453125
Entering ConstructFrom: 
Trying to split cluster 1 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -1619972.250000 Penalty: 2357.061035
	Iteration 0F: 2 clusters Score -1619972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1610100.750000 Penalty: 4714.122070
	Iteration 0F: 3 clusters Score -1610101 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1613417.875000 Penalty: 4714.122070
	Iteration 1F: 3 clusters Score -1613418 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1613995.375000 Penalty: 4714.122070
	Iteration 2F: 3 clusters Score -1613995 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1614574.625000 Penalty: 4714.122070
	Iteration 3F: 3 clusters Score -1614575 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1615168.125000 Penalty: 4714.122070
	Iteration 4F: 3 clusters Score -1615168 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1615760.625000 Penalty: 4714.122070
	Iteration 5F: 3 clusters Score -1615761 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1616289.375000 Penalty: 4714.122070
	Iteration 6F: 3 clusters Score -1616289 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1616717.750000 Penalty: 4714.122070
	Iteration 7F: 3 clusters Score -1616718 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1617037.125000 Penalty: 4714.122070
	Iteration 8Q: 3 clusters Score -1617037 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1617272.375000 Penalty: 4714.122070
	Iteration 9Q: 3 clusters Score -1617272 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1617485.250000 Penalty: 4714.122070
	Iteration 10Q: 3 clusters Score -1617485 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1617640.250000 Penalty: 4714.122070
	Iteration 11Q: 3 clusters Score -1617640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1617741.625000 Penalty: 4714.122070
	Iteration 12Q: 3 clusters Score -1617742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1617820.000000 Penalty: 4714.122070
	Iteration 13Q: 3 clusters Score -1617820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1617892.875000 Penalty: 4714.122070
	Iteration 14Q: 3 clusters Score -1617893 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1617951.375000 Penalty: 4714.122070
	Iteration 15Q: 3 clusters Score -1617951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1618021.000000 Penalty: 4714.122070
	Iteration 16Q: 3 clusters Score -1618021 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1618083.125000 Penalty: 4714.122070
	Iteration 17Q: 3 clusters Score -1618083 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1618143.750000 Penalty: 4714.122070
	Iteration 18Q: 3 clusters Score -1618144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1618189.250000 Penalty: 4714.122070
	Iteration 19Q: 3 clusters Score -1618189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1618216.625000 Penalty: 4714.122070
	Iteration 20F: 3 clusters Score -1618217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1618238.375000 Penalty: 4714.122070
	Iteration 21Q: 3 clusters Score -1618238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1618254.750000 Penalty: 4714.122070
	Iteration 22Q: 3 clusters Score -1618255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1618270.125000 Penalty: 4714.122070
	Iteration 23Q: 3 clusters Score -1618270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1618287.250000 Penalty: 4714.122070
	Iteration 24Q: 3 clusters Score -1618287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1618312.625000 Penalty: 4714.122070
	Iteration 25Q: 3 clusters Score -1618313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1618334.875000 Penalty: 4714.122070
	Iteration 26Q: 3 clusters Score -1618335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1618353.625000 Penalty: 4714.122070
	Iteration 27Q: 3 clusters Score -1618354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1618365.000000 Penalty: 4714.122070
	Iteration 28Q: 3 clusters Score -1618365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1618375.750000 Penalty: 4714.122070
	Iteration 29Q: 3 clusters Score -1618376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1618399.375000 Penalty: 4714.122070
	Iteration 30Q: 3 clusters Score -1618399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1618409.375000 Penalty: 4714.122070
	Iteration 31Q: 3 clusters Score -1618409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1618428.125000 Penalty: 4714.122070
	Iteration 32Q: 3 clusters Score -1618428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1618438.250000 Penalty: 4714.122070
	Iteration 33Q: 3 clusters Score -1618438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1618448.125000 Penalty: 4714.122070
	Iteration 34Q: 3 clusters Score -1618448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1618465.500000 Penalty: 4714.122070
	Iteration 35Q: 3 clusters Score -1618466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1618483.000000 Penalty: 4714.122070
	Iteration 36Q: 3 clusters Score -1618483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1618497.250000 Penalty: 4714.122070
	Iteration 37Q: 3 clusters Score -1618497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1618506.250000 Penalty: 4714.122070
	Iteration 38Q: 3 clusters Score -1618506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1618524.500000 Penalty: 4714.122070
	Iteration 39Q: 3 clusters Score -1618524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1618524.750000 Penalty: 4714.122070
	Iteration 40F: 3 clusters Score -1618525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1618532.625000 Penalty: 4714.122070
	Iteration 41Q: 3 clusters Score -1618533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1618538.875000 Penalty: 4714.122070
	Iteration 42Q: 3 clusters Score -1618539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1618546.750000 Penalty: 4714.122070
	Iteration 43Q: 3 clusters Score -1618547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1618548.125000 Penalty: 4714.122070
	Iteration 44Q: 3 clusters Score -1618548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1618547.250000 Penalty: 4714.122070
	Iteration 45Q: 3 clusters Score -1618547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1618551.250000 Penalty: 4714.122070
	Iteration 46Q: 3 clusters Score -1618551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1618549.375000 Penalty: 4714.122070
	Iteration 47Q: 3 clusters Score -1618549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1618550.625000 Penalty: 4714.122070
	Iteration 48Q: 3 clusters Score -1618551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1618551.125000 Penalty: 4714.122070
	Iteration 49Q: 3 clusters Score -1618551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1618553.500000 Penalty: 4714.122070
	Iteration 50Q: 3 clusters Score -1618554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1618551.375000 Penalty: 4714.122070
	Iteration 51Q: 3 clusters Score -1618551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1618551.375000 Penalty: 4714.122070
	Iteration 52F: 3 clusters Score -1618551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Entering Unmasked Estep 
Score: -12987899.000000 Penalty: 2857.923340
	Iteration 0F: 2 clusters Score -1.29879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -12920274.000000 Penalty: 5715.846680
	Iteration 0F: 3 clusters Score -1.292027e+07 nChanged 47837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -12947056.000000 Penalty: 5715.846680
	Iteration 1F: 3 clusters Score -1.294706e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -12947837.000000 Penalty: 5715.846680
	Iteration 2Q: 3 clusters Score -1.294784e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -12948714.000000 Penalty: 5715.846680
	Iteration 3Q: 3 clusters Score -1.294871e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -12949660.000000 Penalty: 5715.846680
	Iteration 4Q: 3 clusters Score -1.294966e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -12950668.000000 Penalty: 5715.846680
	Iteration 5Q: 3 clusters Score -1.295067e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -12951948.000000 Penalty: 5715.846680
	Iteration 6Q: 3 clusters Score -1.295195e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -12953416.000000 Penalty: 5715.846680
	Iteration 7Q: 3 clusters Score -1.295342e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -12955374.000000 Penalty: 5715.846680
	Iteration 8Q: 3 clusters Score -1.295537e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -12958000.000000 Penalty: 5715.846680
	Iteration 9F: 3 clusters Score -1.2958e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -12961824.000000 Penalty: 5715.846680
	Iteration 10F: 3 clusters Score -1.296182e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -12966429.000000 Penalty: 5715.846680
	Iteration 11F: 3 clusters Score -1.296643e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -12970819.000000 Penalty: 5715.846680
	Iteration 12F: 3 clusters Score -1.297082e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -12973570.000000 Penalty: 5715.846680
	Iteration 13Q: 3 clusters Score -1.297357e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -12975100.000000 Penalty: 5715.846680
	Iteration 14Q: 3 clusters Score -1.29751e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -12976079.000000 Penalty: 5715.846680
	Iteration 15Q: 3 clusters Score -1.297608e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -12976810.000000 Penalty: 5715.846680
	Iteration 16Q: 3 clusters Score -1.297681e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -12977561.000000 Penalty: 5715.846680
	Iteration 17Q: 3 clusters Score -1.297756e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -12978229.000000 Penalty: 5715.846680
	Iteration 18Q: 3 clusters Score -1.297823e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -12978859.000000 Penalty: 5715.846680
	Iteration 19Q: 3 clusters Score -1.297886e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -12979517.000000 Penalty: 5715.846680
	Iteration 20F: 3 clusters Score -1.297952e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -12980154.000000 Penalty: 5715.846680
	Iteration 21Q: 3 clusters Score -1.298015e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -12980690.000000 Penalty: 5715.846680
	Iteration 22Q: 3 clusters Score -1.298069e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -12981168.000000 Penalty: 5715.846680
	Iteration 23Q: 3 clusters Score -1.298117e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -12981669.000000 Penalty: 5715.846680
	Iteration 24Q: 3 clusters Score -1.298167e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -12982028.000000 Penalty: 5715.846680
	Iteration 25Q: 3 clusters Score -1.298203e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -12982362.000000 Penalty: 5715.846680
	Iteration 26Q: 3 clusters Score -1.298236e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -12982742.000000 Penalty: 5715.846680
	Iteration 27Q: 3 clusters Score -1.298274e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -12983040.000000 Penalty: 5715.846680
	Iteration 28Q: 3 clusters Score -1.298304e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -12983369.000000 Penalty: 5715.846680
	Iteration 29Q: 3 clusters Score -1.298337e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -12983665.000000 Penalty: 5715.846680
	Iteration 30Q: 3 clusters Score -1.298366e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -12983936.000000 Penalty: 5715.846680
	Iteration 31Q: 3 clusters Score -1.298394e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -12984185.000000 Penalty: 5715.846680
	Iteration 32Q: 3 clusters Score -1.298418e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -12984397.000000 Penalty: 5715.846680
	Iteration 33Q: 3 clusters Score -1.29844e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -12984570.000000 Penalty: 5715.846680
	Iteration 34Q: 3 clusters Score -1.298457e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -12984756.000000 Penalty: 5715.846680
	Iteration 35Q: 3 clusters Score -1.298476e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -12984881.000000 Penalty: 5715.846680
	Iteration 36Q: 3 clusters Score -1.298488e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -12985033.000000 Penalty: 5715.846680
	Iteration 37Q: 3 clusters Score -1.298503e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -12985130.000000 Penalty: 5715.846680
	Iteration 38Q: 3 clusters Score -1.298513e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -12985241.000000 Penalty: 5715.846680
	Iteration 39Q: 3 clusters Score -1.298524e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -12985312.000000 Penalty: 5715.846680
	Iteration 40F: 3 clusters Score -1.298531e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -12985430.000000 Penalty: 5715.846680
	Iteration 41Q: 3 clusters Score -1.298543e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -12985468.000000 Penalty: 5715.846680
	Iteration 42Q: 3 clusters Score -1.298547e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -12985511.000000 Penalty: 5715.846680
	Iteration 43Q: 3 clusters Score -1.298551e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -12985577.000000 Penalty: 5715.846680
	Iteration 44Q: 3 clusters Score -1.298558e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -12985628.000000 Penalty: 5715.846680
	Iteration 45Q: 3 clusters Score -1.298563e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -12985669.000000 Penalty: 5715.846680
	Iteration 46Q: 3 clusters Score -1.298567e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -12985752.000000 Penalty: 5715.846680
	Iteration 47Q: 3 clusters Score -1.298575e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -12985782.000000 Penalty: 5715.846680
	Iteration 48Q: 3 clusters Score -1.298578e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -12985837.000000 Penalty: 5715.846680
	Iteration 49Q: 3 clusters Score -1.298584e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -12985862.000000 Penalty: 5715.846680
	Iteration 50Q: 3 clusters Score -1.298586e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -12985908.000000 Penalty: 5715.846680
	Iteration 51Q: 3 clusters Score -1.298591e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -12985915.000000 Penalty: 5715.846680
	Iteration 52Q: 3 clusters Score -1.298592e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -12985932.000000 Penalty: 5715.846680
	Iteration 53Q: 3 clusters Score -1.298593e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -12985932.000000 Penalty: 5715.846680
	Iteration 54Q: 3 clusters Score -1.298593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -12985949.000000 Penalty: 5715.846680
	Iteration 55Q: 3 clusters Score -1.298595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 98726 members 
Entering Unmasked Estep 
Score: -12985949.000000 Penalty: 5715.846680
	Iteration 56Q: 3 clusters Score -1.298595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -12985964.000000 Penalty: 5715.846680
	Iteration 57Q: 3 clusters Score -1.298596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12985947.000000 Penalty: 5715.846680
	Iteration 58Q: 3 clusters Score -1.298595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -12985956.000000 Penalty: 5715.846680
	Iteration 59Q: 3 clusters Score -1.298596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -12985953.000000 Penalty: 5715.846680
	Iteration 60F: 3 clusters Score -1.298595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -12985942.000000 Penalty: 5715.846680
	Iteration 61Q: 3 clusters Score -1.298594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -12985950.000000 Penalty: 5715.846680
	Iteration 62Q: 3 clusters Score -1.298595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -12985951.000000 Penalty: 5715.846680
	Iteration 63Q: 3 clusters Score -1.298595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -12985953.000000 Penalty: 5715.846680
	Iteration 64Q: 3 clusters Score -1.298595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -12985960.000000 Penalty: 5715.846680
	Iteration 65Q: 3 clusters Score -1.298596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -12985948.000000 Penalty: 5715.846680
	Iteration 66Q: 3 clusters Score -1.298595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -12985930.000000 Penalty: 5715.846680
	Iteration 67Q: 3 clusters Score -1.298593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -12985934.000000 Penalty: 5715.846680
	Iteration 68Q: 3 clusters Score -1.298593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -12985941.000000 Penalty: 5715.846680
	Iteration 69Q: 3 clusters Score -1.298594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -12985938.000000 Penalty: 5715.846680
	Iteration 70Q: 3 clusters Score -1.298594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -12985942.000000 Penalty: 5715.846680
	Iteration 71Q: 3 clusters Score -1.298594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -12985945.000000 Penalty: 5715.846680
	Iteration 72Q: 3 clusters Score -1.298594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -12985932.000000 Penalty: 5715.846680
	Iteration 73Q: 3 clusters Score -1.298593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -12985933.000000 Penalty: 5715.846680
	Iteration 74Q: 3 clusters Score -1.298593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -12985944.000000 Penalty: 5715.846680
	Iteration 75Q: 3 clusters Score -1.298594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -12985948.000000 Penalty: 5715.846680
	Iteration 76Q: 3 clusters Score -1.298595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -12985953.000000 Penalty: 5715.846680
	Iteration 77Q: 3 clusters Score -1.298595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -12985972.000000 Penalty: 5715.846680
	Iteration 78Q: 3 clusters Score -1.298597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -12985982.000000 Penalty: 5715.846680
	Iteration 79Q: 3 clusters Score -1.298598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12985982.000000 Penalty: 5715.846680
	Iteration 80F: 3 clusters Score -1.298598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -12985992.000000 Penalty: 5715.846680
	Iteration 81Q: 3 clusters Score -1.298599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -12985979.000000 Penalty: 5715.846680
	Iteration 82Q: 3 clusters Score -1.298598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -12985986.000000 Penalty: 5715.846680
	Iteration 83Q: 3 clusters Score -1.298599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -12985997.000000 Penalty: 5715.846680
	Iteration 84Q: 3 clusters Score -1.2986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -12985994.000000 Penalty: 5715.846680
	Iteration 85Q: 3 clusters Score -1.298599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -12986007.000000 Penalty: 5715.846680
	Iteration 86Q: 3 clusters Score -1.298601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -12986005.000000 Penalty: 5715.846680
	Iteration 87Q: 3 clusters Score -1.2986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -12986006.000000 Penalty: 5715.846680
	Iteration 88Q: 3 clusters Score -1.298601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -12986016.000000 Penalty: 5715.846680
	Iteration 89Q: 3 clusters Score -1.298602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -12986031.000000 Penalty: 5715.846680
	Iteration 90Q: 3 clusters Score -1.298603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12986018.000000 Penalty: 5715.846680
	Iteration 91Q: 3 clusters Score -1.298602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12986014.000000 Penalty: 5715.846680
	Iteration 92Q: 3 clusters Score -1.298601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12986014.000000 Penalty: 5715.846680
	Iteration 93F: 3 clusters Score -1.298601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Entering Unmasked Estep 
Score: -7754646.500000 Penalty: 2729.329590
	Iteration 0F: 2 clusters Score -7754646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -7713958.000000 Penalty: 5458.659180
	Iteration 0F: 3 clusters Score -7713958 nChanged 28118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7730065.500000 Penalty: 5458.659180
	Iteration 1F: 3 clusters Score -7730066 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -7730975.000000 Penalty: 5458.659180
	Iteration 2Q: 3 clusters Score -7730975 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7732169.500000 Penalty: 5458.659180
	Iteration 3Q: 3 clusters Score -7732170 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -7733944.500000 Penalty: 5458.659180
	Iteration 4F: 3 clusters Score -7733944 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7736507.500000 Penalty: 5458.659180
	Iteration 5F: 3 clusters Score -7736508 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -7739685.500000 Penalty: 5458.659180
	Iteration 6F: 3 clusters Score -7739686 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -7743169.000000 Penalty: 5458.659180
	Iteration 7F: 3 clusters Score -7743169 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7746340.000000 Penalty: 5458.659180
	Iteration 8F: 3 clusters Score -7746340 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7748806.000000 Penalty: 5458.659180
	Iteration 9Q: 3 clusters Score -7748806 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7750410.000000 Penalty: 5458.659180
	Iteration 10Q: 3 clusters Score -7750410 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -7751262.000000 Penalty: 5458.659180
	Iteration 11Q: 3 clusters Score -7751262 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -7751711.500000 Penalty: 5458.659180
	Iteration 12Q: 3 clusters Score -7751712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -7751922.500000 Penalty: 5458.659180
	Iteration 13Q: 3 clusters Score -7751922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7752070.000000 Penalty: 5458.659180
	Iteration 14Q: 3 clusters Score -7752070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -7752144.500000 Penalty: 5458.659180
	Iteration 15Q: 3 clusters Score -7752144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -7752192.500000 Penalty: 5458.659180
	Iteration 16Q: 3 clusters Score -7752192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -7752226.000000 Penalty: 5458.659180
	Iteration 17Q: 3 clusters Score -7752226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -7752273.000000 Penalty: 5458.659180
	Iteration 18Q: 3 clusters Score -7752273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -7752306.000000 Penalty: 5458.659180
	Iteration 19Q: 3 clusters Score -7752306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -7752316.000000 Penalty: 5458.659180
	Iteration 20F: 3 clusters Score -7752316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7752329.500000 Penalty: 5458.659180
	Iteration 21Q: 3 clusters Score -7752330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -7752354.500000 Penalty: 5458.659180
	Iteration 22Q: 3 clusters Score -7752354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -7752349.000000 Penalty: 5458.659180
	Iteration 23Q: 3 clusters Score -7752349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -7752366.500000 Penalty: 5458.659180
	Iteration 24Q: 3 clusters Score -7752366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -7752384.500000 Penalty: 5458.659180
	Iteration 25Q: 3 clusters Score -7752384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -7752393.500000 Penalty: 5458.659180
	Iteration 26Q: 3 clusters Score -7752394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -7752404.000000 Penalty: 5458.659180
	Iteration 27Q: 3 clusters Score -7752404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -7752419.500000 Penalty: 5458.659180
	Iteration 28Q: 3 clusters Score -7752420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -7752422.000000 Penalty: 5458.659180
	Iteration 29Q: 3 clusters Score -7752422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -7752437.000000 Penalty: 5458.659180
	Iteration 30Q: 3 clusters Score -7752437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7752436.500000 Penalty: 5458.659180
	Iteration 31Q: 3 clusters Score -7752436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -7752439.500000 Penalty: 5458.659180
	Iteration 32Q: 3 clusters Score -7752440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7752443.500000 Penalty: 5458.659180
	Iteration 33Q: 3 clusters Score -7752444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -7752439.000000 Penalty: 5458.659180
	Iteration 34Q: 3 clusters Score -7752439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7752437.500000 Penalty: 5458.659180
	Iteration 35Q: 3 clusters Score -7752438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7752440.500000 Penalty: 5458.659180
	Iteration 36Q: 3 clusters Score -7752440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -7752447.000000 Penalty: 5458.659180
	Iteration 37Q: 3 clusters Score -7752447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7752448.000000 Penalty: 5458.659180
	Iteration 38Q: 3 clusters Score -7752448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -7752453.000000 Penalty: 5458.659180
	Iteration 39Q: 3 clusters Score -7752453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -7752453.000000 Penalty: 5458.659180
	Iteration 40F: 3 clusters Score -7752453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -663787.000000 Penalty: 2124.174805
	Iteration 0F: 2 clusters Score -663787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -659161.125000 Penalty: 4248.349609
	Iteration 0F: 3 clusters Score -659161.1 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -660182.312500 Penalty: 4248.349609
	Iteration 1F: 3 clusters Score -660182.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -660381.750000 Penalty: 4248.349609
	Iteration 2F: 3 clusters Score -660381.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -660492.437500 Penalty: 4248.349609
	Iteration 3Q: 3 clusters Score -660492.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -660573.812500 Penalty: 4248.349609
	Iteration 4Q: 3 clusters Score -660573.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -660632.750000 Penalty: 4248.349609
	Iteration 5Q: 3 clusters Score -660632.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -660675.437500 Penalty: 4248.349609
	Iteration 6Q: 3 clusters Score -660675.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -660707.062500 Penalty: 4248.349609
	Iteration 7Q: 3 clusters Score -660707.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -660732.250000 Penalty: 4248.349609
	Iteration 8Q: 3 clusters Score -660732.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -660750.312500 Penalty: 4248.349609
	Iteration 9Q: 3 clusters Score -660750.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -660763.187500 Penalty: 4248.349609
	Iteration 10Q: 3 clusters Score -660763.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -660776.062500 Penalty: 4248.349609
	Iteration 11Q: 3 clusters Score -660776.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -660784.312500 Penalty: 4248.349609
	Iteration 12Q: 3 clusters Score -660784.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -660793.500000 Penalty: 4248.349609
	Iteration 13Q: 3 clusters Score -660793.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -660796.875000 Penalty: 4248.349609
	Iteration 14Q: 3 clusters Score -660796.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -660803.250000 Penalty: 4248.349609
	Iteration 15Q: 3 clusters Score -660803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -660807.750000 Penalty: 4248.349609
	Iteration 16Q: 3 clusters Score -660807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -660810.062500 Penalty: 4248.349609
	Iteration 17Q: 3 clusters Score -660810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -660811.625000 Penalty: 4248.349609
	Iteration 18Q: 3 clusters Score -660811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -660814.812500 Penalty: 4248.349609
	Iteration 19Q: 3 clusters Score -660814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -660817.375000 Penalty: 4248.349609
	Iteration 20F: 3 clusters Score -660817.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -660820.500000 Penalty: 4248.349609
	Iteration 21Q: 3 clusters Score -660820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -660821.500000 Penalty: 4248.349609
	Iteration 22Q: 3 clusters Score -660821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -660823.625000 Penalty: 4248.349609
	Iteration 23Q: 3 clusters Score -660823.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -660824.875000 Penalty: 4248.349609
	Iteration 24Q: 3 clusters Score -660824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -660827.812500 Penalty: 4248.349609
	Iteration 25Q: 3 clusters Score -660827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -660829.187500 Penalty: 4248.349609
	Iteration 26Q: 3 clusters Score -660829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -660834.312500 Penalty: 4248.349609
	Iteration 27Q: 3 clusters Score -660834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -660837.562500 Penalty: 4248.349609
	Iteration 28Q: 3 clusters Score -660837.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -660841.687500 Penalty: 4248.349609
	Iteration 29Q: 3 clusters Score -660841.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -660845.500000 Penalty: 4248.349609
	Iteration 30Q: 3 clusters Score -660845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -660848.500000 Penalty: 4248.349609
	Iteration 31Q: 3 clusters Score -660848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -660849.937500 Penalty: 4248.349609
	Iteration 32Q: 3 clusters Score -660849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -660851.437500 Penalty: 4248.349609
	Iteration 33Q: 3 clusters Score -660851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -660852.250000 Penalty: 4248.349609
	Iteration 34Q: 3 clusters Score -660852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660852.312500 Penalty: 4248.349609
	Iteration 35Q: 3 clusters Score -660852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -660855.750000 Penalty: 4248.349609
	Iteration 36Q: 3 clusters Score -660855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -660856.437500 Penalty: 4248.349609
	Iteration 37Q: 3 clusters Score -660856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -660858.125000 Penalty: 4248.349609
	Iteration 38Q: 3 clusters Score -660858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -660858.812500 Penalty: 4248.349609
	Iteration 39Q: 3 clusters Score -660858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -660859.437500 Penalty: 4248.349609
	Iteration 40F: 3 clusters Score -660859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -660858.875000 Penalty: 4248.349609
	Iteration 41Q: 3 clusters Score -660858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -660861.250000 Penalty: 4248.349609
	Iteration 42Q: 3 clusters Score -660861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -660864.187500 Penalty: 4248.349609
	Iteration 43Q: 3 clusters Score -660864.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660865.312500 Penalty: 4248.349609
	Iteration 44Q: 3 clusters Score -660865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660869.375000 Penalty: 4248.349609
	Iteration 45Q: 3 clusters Score -660869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -660871.937500 Penalty: 4248.349609
	Iteration 46Q: 3 clusters Score -660871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -660872.625000 Penalty: 4248.349609
	Iteration 47Q: 3 clusters Score -660872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -660873.562500 Penalty: 4248.349609
	Iteration 48Q: 3 clusters Score -660873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -660874.125000 Penalty: 4248.349609
	Iteration 49Q: 3 clusters Score -660874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -660876.250000 Penalty: 4248.349609
	Iteration 50Q: 3 clusters Score -660876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -660877.937500 Penalty: 4248.349609
	Iteration 51Q: 3 clusters Score -660877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -660877.062500 Penalty: 4248.349609
	Iteration 52Q: 3 clusters Score -660877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -660878.875000 Penalty: 4248.349609
	Iteration 53Q: 3 clusters Score -660878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -660880.062500 Penalty: 4248.349609
	Iteration 54Q: 3 clusters Score -660880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -660881.375000 Penalty: 4248.349609
	Iteration 55Q: 3 clusters Score -660881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -660884.500000 Penalty: 4248.349609
	Iteration 56Q: 3 clusters Score -660884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -660885.312500 Penalty: 4248.349609
	Iteration 57Q: 3 clusters Score -660885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -660886.500000 Penalty: 4248.349609
	Iteration 58Q: 3 clusters Score -660886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -660888.812500 Penalty: 4248.349609
	Iteration 59Q: 3 clusters Score -660888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -660887.437500 Penalty: 4248.349609
	Iteration 60F: 3 clusters Score -660887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -660888.312500 Penalty: 4248.349609
	Iteration 61Q: 3 clusters Score -660888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -660888.812500 Penalty: 4248.349609
	Iteration 62Q: 3 clusters Score -660888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -660889.562500 Penalty: 4248.349609
	Iteration 63Q: 3 clusters Score -660889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -660889.062500 Penalty: 4248.349609
	Iteration 64Q: 3 clusters Score -660889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -660888.312500 Penalty: 4248.349609
	Iteration 65Q: 3 clusters Score -660888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -660891.562500 Penalty: 4248.349609
	Iteration 66Q: 3 clusters Score -660891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -660891.625000 Penalty: 4248.349609
	Iteration 67Q: 3 clusters Score -660891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660892.687500 Penalty: 4248.349609
	Iteration 68Q: 3 clusters Score -660892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660893.375000 Penalty: 4248.349609
	Iteration 69Q: 3 clusters Score -660893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660894.250000 Penalty: 4248.349609
	Iteration 70Q: 3 clusters Score -660894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -660894.687500 Penalty: 4248.349609
	Iteration 71Q: 3 clusters Score -660894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660896.187500 Penalty: 4248.349609
	Iteration 72Q: 3 clusters Score -660896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -660896.125000 Penalty: 4248.349609
	Iteration 73Q: 3 clusters Score -660896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -660896.812500 Penalty: 4248.349609
	Iteration 74Q: 3 clusters Score -660896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -660898.562500 Penalty: 4248.349609
	Iteration 75Q: 3 clusters Score -660898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -660898.562500 Penalty: 4248.349609
	Iteration 76F: 3 clusters Score -660898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Entering Unmasked Estep 
Score: -2851250.750000 Penalty: 2479.803223
	Iteration 0F: 2 clusters Score -2851251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2835858.000000 Penalty: 4959.606445
	Iteration 0F: 3 clusters Score -2835858 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2841054.250000 Penalty: 4959.606445
	Iteration 1F: 3 clusters Score -2841054 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2841443.250000 Penalty: 4959.606445
	Iteration 2F: 3 clusters Score -2841443 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2841767.500000 Penalty: 4959.606445
	Iteration 3Q: 3 clusters Score -2841768 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2842115.250000 Penalty: 4959.606445
	Iteration 4Q: 3 clusters Score -2842115 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2842526.750000 Penalty: 4959.606445
	Iteration 5Q: 3 clusters Score -2842527 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2843103.750000 Penalty: 4959.606445
	Iteration 6Q: 3 clusters Score -2843104 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2843859.750000 Penalty: 4959.606445
	Iteration 7F: 3 clusters Score -2843860 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2844902.750000 Penalty: 4959.606445
	Iteration 8F: 3 clusters Score -2844903 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2846049.500000 Penalty: 4959.606445
	Iteration 9F: 3 clusters Score -2846050 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2847058.250000 Penalty: 4959.606445
	Iteration 10F: 3 clusters Score -2847058 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2847771.750000 Penalty: 4959.606445
	Iteration 11Q: 3 clusters Score -2847772 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2848217.000000 Penalty: 4959.606445
	Iteration 12Q: 3 clusters Score -2848217 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2848501.750000 Penalty: 4959.606445
	Iteration 13Q: 3 clusters Score -2848502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2848684.750000 Penalty: 4959.606445
	Iteration 14Q: 3 clusters Score -2848685 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2848790.750000 Penalty: 4959.606445
	Iteration 15Q: 3 clusters Score -2848791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2848863.500000 Penalty: 4959.606445
	Iteration 16Q: 3 clusters Score -2848864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2848923.500000 Penalty: 4959.606445
	Iteration 17Q: 3 clusters Score -2848924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2848955.250000 Penalty: 4959.606445
	Iteration 18Q: 3 clusters Score -2848955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2848997.750000 Penalty: 4959.606445
	Iteration 19Q: 3 clusters Score -2848998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2849021.750000 Penalty: 4959.606445
	Iteration 20F: 3 clusters Score -2849022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2849038.250000 Penalty: 4959.606445
	Iteration 21Q: 3 clusters Score -2849038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2849057.500000 Penalty: 4959.606445
	Iteration 22Q: 3 clusters Score -2849058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2849067.000000 Penalty: 4959.606445
	Iteration 23Q: 3 clusters Score -2849067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2849077.000000 Penalty: 4959.606445
	Iteration 24Q: 3 clusters Score -2849077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2849083.250000 Penalty: 4959.606445
	Iteration 25Q: 3 clusters Score -2849083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2849091.000000 Penalty: 4959.606445
	Iteration 26Q: 3 clusters Score -2849091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2849098.500000 Penalty: 4959.606445
	Iteration 27Q: 3 clusters Score -2849098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2849104.500000 Penalty: 4959.606445
	Iteration 28Q: 3 clusters Score -2849104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2849103.750000 Penalty: 4959.606445
	Iteration 29Q: 3 clusters Score -2849104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2849115.500000 Penalty: 4959.606445
	Iteration 30Q: 3 clusters Score -2849116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2849113.250000 Penalty: 4959.606445
	Iteration 31Q: 3 clusters Score -2849113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2849116.000000 Penalty: 4959.606445
	Iteration 32Q: 3 clusters Score -2849116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2849116.250000 Penalty: 4959.606445
	Iteration 33Q: 3 clusters Score -2849116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2849117.500000 Penalty: 4959.606445
	Iteration 34Q: 3 clusters Score -2849118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2849120.750000 Penalty: 4959.606445
	Iteration 35Q: 3 clusters Score -2849121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2849120.250000 Penalty: 4959.606445
	Iteration 36Q: 3 clusters Score -2849120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2849122.750000 Penalty: 4959.606445
	Iteration 37Q: 3 clusters Score -2849123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2849125.750000 Penalty: 4959.606445
	Iteration 38Q: 3 clusters Score -2849126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2849129.500000 Penalty: 4959.606445
	Iteration 39Q: 3 clusters Score -2849130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2849132.250000 Penalty: 4959.606445
	Iteration 40F: 3 clusters Score -2849132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2849130.250000 Penalty: 4959.606445
	Iteration 41Q: 3 clusters Score -2849130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2849130.250000 Penalty: 4959.606445
	Iteration 42F: 3 clusters Score -2849130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40398.777344 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40398.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40509.058594 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40509.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40547.324219 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40547.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40581.281250 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40581.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40588.320312 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40588.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40599.578125 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -40599.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40613.363281 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -40613.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40633.617188 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -40633.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40654.496094 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -40654.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40654.496094 Penalty: 2913.965820
	Iteration 9F: 3 clusters Score -40654.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292112 members 
Entering Unmasked Estep 
Score: -37139932.000000 Penalty: 3121.053223
	Iteration 0F: 2 clusters Score -3.713993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145915 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -36963988.000000 Penalty: 6242.106445
	Iteration 0F: 3 clusters Score -3.696399e+07 nChanged 141451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -37048392.000000 Penalty: 6242.106445
	Iteration 1F: 3 clusters Score -3.704839e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -37049916.000000 Penalty: 6242.106445
	Iteration 2Q: 3 clusters Score -3.704992e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -37051796.000000 Penalty: 6242.106445
	Iteration 3Q: 3 clusters Score -3.70518e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124995 members 
Mstep: Class 2 contains 167117 members 
Entering Unmasked Estep 
Score: -37054820.000000 Penalty: 6242.106445
	Iteration 4Q: 3 clusters Score -3.705482e+07 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113301 members 
Mstep: Class 2 contains 178811 members 
Entering Unmasked Estep 
Score: -37060312.000000 Penalty: 6242.106445
	Iteration 5Q: 3 clusters Score -3.706031e+07 nChanged 17520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 195537 members 
Entering Unmasked Estep 
Score: -37069320.000000 Penalty: 6242.106445
	Iteration 6F: 3 clusters Score -3.706932e+07 nChanged 22188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 217367 members 
Entering Unmasked Estep 
Score: -37083088.000000 Penalty: 6242.106445
	Iteration 7F: 3 clusters Score -3.708309e+07 nChanged 24238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 241479 members 
Entering Unmasked Estep 
Score: -37100680.000000 Penalty: 6242.106445
	Iteration 8F: 3 clusters Score -3.710068e+07 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 262619 members 
Entering Unmasked Estep 
Score: -37116292.000000 Penalty: 6242.106445
	Iteration 9F: 3 clusters Score -3.711629e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 277817 members 
Entering Unmasked Estep 
Score: -37127548.000000 Penalty: 6242.106445
	Iteration 10F: 3 clusters Score -3.712755e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 286745 members 
Entering Unmasked Estep 
Score: -37133848.000000 Penalty: 6242.106445
	Iteration 11Q: 3 clusters Score -3.713385e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 290348 members 
Entering Unmasked Estep 
Score: -37135852.000000 Penalty: 6242.106445
	Iteration 12Q: 3 clusters Score -3.713585e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 291344 members 
Entering Unmasked Estep 
Score: -37136684.000000 Penalty: 6242.106445
	Iteration 13Q: 3 clusters Score -3.713668e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 291607 members 
Entering Unmasked Estep 
Score: -37136928.000000 Penalty: 6242.106445
	Iteration 14Q: 3 clusters Score -3.713693e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291693 members 
Entering Unmasked Estep 
Score: -37137128.000000 Penalty: 6242.106445
	Iteration 15Q: 3 clusters Score -3.713713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 291727 members 
Entering Unmasked Estep 
Score: -37137144.000000 Penalty: 6242.106445
	Iteration 16Q: 3 clusters Score -3.713714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 291745 members 
Entering Unmasked Estep 
Score: -37137188.000000 Penalty: 6242.106445
	Iteration 17Q: 3 clusters Score -3.713719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291748 members 
Entering Unmasked Estep 
Score: -37137216.000000 Penalty: 6242.106445
	Iteration 18Q: 3 clusters Score -3.713722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291752 members 
Entering Unmasked Estep 
Score: -37137252.000000 Penalty: 6242.106445
	Iteration 19Q: 3 clusters Score -3.713725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 291749 members 
Entering Unmasked Estep 
Score: -37137248.000000 Penalty: 6242.106445
	Iteration 20F: 3 clusters Score -3.713725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291752 members 
Entering Unmasked Estep 
Score: -37137252.000000 Penalty: 6242.106445
	Iteration 21Q: 3 clusters Score -3.713725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 291756 members 
Entering Unmasked Estep 
Score: -37137276.000000 Penalty: 6242.106445
	Iteration 22Q: 3 clusters Score -3.713728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 291756 members 
Entering Unmasked Estep 
Score: -37137284.000000 Penalty: 6242.106445
	Iteration 23Q: 3 clusters Score -3.713728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291758 members 
Entering Unmasked Estep 
Score: -37137284.000000 Penalty: 6242.106445
	Iteration 24Q: 3 clusters Score -3.713728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291758 members 
Entering Unmasked Estep 
Score: -37137284.000000 Penalty: 6242.106445
	Iteration 25F: 3 clusters Score -3.713728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -293793.000000 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -293793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290898.437500 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -290898.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291523.937500 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -291523.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -291761.781250 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -291761.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291943.375000 Penalty: 3869.084229
	Iteration 3F: 3 clusters Score -291943.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -292071.750000 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -292071.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -292175.062500 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -292175.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -292275.843750 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -292275.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -292352.156250 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -292352.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -292407.593750 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -292407.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292439.906250 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -292439.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292460.218750 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -292460.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -292477.875000 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -292477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292490.843750 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -292490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292498.812500 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -292498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -292505.593750 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -292505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -292509.687500 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -292509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -292512.468750 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -292512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -292516.531250 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -292516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -292521.093750 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -292521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -292530.031250 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -292530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292534.625000 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -292534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292537.562500 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -292537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292540.750000 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -292540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292545.531250 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -292545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292547.218750 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -292547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -292551.156250 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -292551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292554.875000 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -292554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -292559.187500 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -292559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292567.125000 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -292567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -292572.062500 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -292572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -292573.125000 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -292573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -292575.156250 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -292575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -292575.156250 Penalty: 3869.084229
	Iteration 32F: 3 clusters Score -292575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Entering Unmasked Estep 
Score: -5853780.000000 Penalty: 2666.934326
	Iteration 0F: 2 clusters Score -5853780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5822075.000000 Penalty: 5333.868652
	Iteration 0F: 3 clusters Score -5822075 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5834084.500000 Penalty: 5333.868652
	Iteration 1F: 3 clusters Score -5834084 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5834614.000000 Penalty: 5333.868652
	Iteration 2Q: 3 clusters Score -5834614 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5835060.000000 Penalty: 5333.868652
	Iteration 3Q: 3 clusters Score -5835060 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5835579.000000 Penalty: 5333.868652
	Iteration 4Q: 3 clusters Score -5835579 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5836080.500000 Penalty: 5333.868652
	Iteration 5Q: 3 clusters Score -5836080 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5836814.000000 Penalty: 5333.868652
	Iteration 6Q: 3 clusters Score -5836814 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -5837835.500000 Penalty: 5333.868652
	Iteration 7Q: 3 clusters Score -5837836 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5839169.500000 Penalty: 5333.868652
	Iteration 8F: 3 clusters Score -5839170 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -5840972.500000 Penalty: 5333.868652
	Iteration 9F: 3 clusters Score -5840972 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -5843221.000000 Penalty: 5333.868652
	Iteration 10F: 3 clusters Score -5843221 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5845742.000000 Penalty: 5333.868652
	Iteration 11F: 3 clusters Score -5845742 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5847996.500000 Penalty: 5333.868652
	Iteration 12F: 3 clusters Score -5847996 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5849695.000000 Penalty: 5333.868652
	Iteration 13Q: 3 clusters Score -5849695 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5850692.500000 Penalty: 5333.868652
	Iteration 14Q: 3 clusters Score -5850692 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5851195.500000 Penalty: 5333.868652
	Iteration 15Q: 3 clusters Score -5851196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5851430.000000 Penalty: 5333.868652
	Iteration 16Q: 3 clusters Score -5851430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5851546.500000 Penalty: 5333.868652
	Iteration 17Q: 3 clusters Score -5851546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5851629.500000 Penalty: 5333.868652
	Iteration 18Q: 3 clusters Score -5851630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5851684.000000 Penalty: 5333.868652
	Iteration 19Q: 3 clusters Score -5851684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5851702.500000 Penalty: 5333.868652
	Iteration 20F: 3 clusters Score -5851702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5851698.500000 Penalty: 5333.868652
	Iteration 21Q: 3 clusters Score -5851698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5851707.500000 Penalty: 5333.868652
	Iteration 22Q: 3 clusters Score -5851708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5851718.500000 Penalty: 5333.868652
	Iteration 23Q: 3 clusters Score -5851718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5851723.000000 Penalty: 5333.868652
	Iteration 24Q: 3 clusters Score -5851723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5851729.000000 Penalty: 5333.868652
	Iteration 25Q: 3 clusters Score -5851729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5851732.500000 Penalty: 5333.868652
	Iteration 26Q: 3 clusters Score -5851732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5851731.000000 Penalty: 5333.868652
	Iteration 27Q: 3 clusters Score -5851731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5851731.000000 Penalty: 5333.868652
	Iteration 28F: 3 clusters Score -5851731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -742608.937500 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -742608.9 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 2993 members 
Entering Unmasked Estep 
Score: -737411.187500 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -737411.2 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -738909.562500 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -738909.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -739381.875000 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -739381.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -739821.812500 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -739821.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -740285.750000 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -740285.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -740647.562500 Penalty: 4319.894531
	Iteration 5F: 3 clusters Score -740647.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -740903.437500 Penalty: 4319.894531
	Iteration 6F: 3 clusters Score -740903.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -741076.375000 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -741076.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -741187.812500 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -741187.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -741251.250000 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -741251.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -741293.875000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -741293.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -741329.812500 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -741329.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -741344.812500 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -741344.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -741356.250000 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -741356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -741365.437500 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -741365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -741372.687500 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -741372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -741375.437500 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -741375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -741378.937500 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -741378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -741379.750000 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -741379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -741380.500000 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -741380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -741383.937500 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -741383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -741387.375000 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -741387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -741390.437500 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -741390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -741392.875000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -741392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -741393.375000 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -741393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -741393.937500 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -741393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -741393.937500 Penalty: 4319.894531
	Iteration 26F: 3 clusters Score -741393.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -2997339.250000 Penalty: 2492.380859
	Iteration 0F: 2 clusters Score -2997339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2981250.250000 Penalty: 4984.761719
	Iteration 0F: 3 clusters Score -2981250 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2986623.500000 Penalty: 4984.761719
	Iteration 1F: 3 clusters Score -2986624 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2986997.250000 Penalty: 4984.761719
	Iteration 2Q: 3 clusters Score -2986997 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2987284.750000 Penalty: 4984.761719
	Iteration 3Q: 3 clusters Score -2987285 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2987550.000000 Penalty: 4984.761719
	Iteration 4Q: 3 clusters Score -2987550 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2987829.250000 Penalty: 4984.761719
	Iteration 5Q: 3 clusters Score -2987829 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2988127.250000 Penalty: 4984.761719
	Iteration 6Q: 3 clusters Score -2988127 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2988541.000000 Penalty: 4984.761719
	Iteration 7Q: 3 clusters Score -2988541 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2989069.250000 Penalty: 4984.761719
	Iteration 8Q: 3 clusters Score -2989069 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2989849.750000 Penalty: 4984.761719
	Iteration 9Q: 3 clusters Score -2989850 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2990835.750000 Penalty: 4984.761719
	Iteration 10F: 3 clusters Score -2990836 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2991811.000000 Penalty: 4984.761719
	Iteration 11F: 3 clusters Score -2991811 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2992741.000000 Penalty: 4984.761719
	Iteration 12Q: 3 clusters Score -2992741 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2993508.000000 Penalty: 4984.761719
	Iteration 13Q: 3 clusters Score -2993508 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2994119.250000 Penalty: 4984.761719
	Iteration 14Q: 3 clusters Score -2994119 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2994439.000000 Penalty: 4984.761719
	Iteration 15Q: 3 clusters Score -2994439 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2994649.500000 Penalty: 4984.761719
	Iteration 16Q: 3 clusters Score -2994650 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2994799.500000 Penalty: 4984.761719
	Iteration 17Q: 3 clusters Score -2994800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2994902.750000 Penalty: 4984.761719
	Iteration 18Q: 3 clusters Score -2994903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2994985.000000 Penalty: 4984.761719
	Iteration 19Q: 3 clusters Score -2994985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2995033.250000 Penalty: 4984.761719
	Iteration 20F: 3 clusters Score -2995033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2995062.000000 Penalty: 4984.761719
	Iteration 21Q: 3 clusters Score -2995062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2995077.500000 Penalty: 4984.761719
	Iteration 22Q: 3 clusters Score -2995078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2995089.250000 Penalty: 4984.761719
	Iteration 23Q: 3 clusters Score -2995089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2995104.750000 Penalty: 4984.761719
	Iteration 24Q: 3 clusters Score -2995105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2995117.750000 Penalty: 4984.761719
	Iteration 25Q: 3 clusters Score -2995118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2995124.000000 Penalty: 4984.761719
	Iteration 26Q: 3 clusters Score -2995124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2995133.750000 Penalty: 4984.761719
	Iteration 27Q: 3 clusters Score -2995134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2995146.000000 Penalty: 4984.761719
	Iteration 28Q: 3 clusters Score -2995146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2995155.500000 Penalty: 4984.761719
	Iteration 29Q: 3 clusters Score -2995156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2995161.250000 Penalty: 4984.761719
	Iteration 30Q: 3 clusters Score -2995161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2995172.250000 Penalty: 4984.761719
	Iteration 31Q: 3 clusters Score -2995172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2995177.500000 Penalty: 4984.761719
	Iteration 32Q: 3 clusters Score -2995178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2995192.250000 Penalty: 4984.761719
	Iteration 33Q: 3 clusters Score -2995192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2995198.250000 Penalty: 4984.761719
	Iteration 34Q: 3 clusters Score -2995198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2995198.750000 Penalty: 4984.761719
	Iteration 35Q: 3 clusters Score -2995199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2995204.500000 Penalty: 4984.761719
	Iteration 36Q: 3 clusters Score -2995204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2995205.750000 Penalty: 4984.761719
	Iteration 37Q: 3 clusters Score -2995206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2995208.250000 Penalty: 4984.761719
	Iteration 38Q: 3 clusters Score -2995208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2995211.500000 Penalty: 4984.761719
	Iteration 39Q: 3 clusters Score -2995212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2995216.500000 Penalty: 4984.761719
	Iteration 40F: 3 clusters Score -2995216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2995224.000000 Penalty: 4984.761719
	Iteration 41Q: 3 clusters Score -2995224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2995226.500000 Penalty: 4984.761719
	Iteration 42Q: 3 clusters Score -2995226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2995229.250000 Penalty: 4984.761719
	Iteration 43Q: 3 clusters Score -2995229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2995228.500000 Penalty: 4984.761719
	Iteration 44Q: 3 clusters Score -2995228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2995233.000000 Penalty: 4984.761719
	Iteration 45Q: 3 clusters Score -2995233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2995238.750000 Penalty: 4984.761719
	Iteration 46Q: 3 clusters Score -2995239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2995240.500000 Penalty: 4984.761719
	Iteration 47Q: 3 clusters Score -2995240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2995241.500000 Penalty: 4984.761719
	Iteration 48Q: 3 clusters Score -2995242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2995241.500000 Penalty: 4984.761719
	Iteration 49F: 3 clusters Score -2995242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -2159847.750000 Penalty: 2410.750000
	Iteration 0F: 2 clusters Score -2159848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2147870.500000 Penalty: 4821.500000
	Iteration 0F: 3 clusters Score -2147870 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2151653.750000 Penalty: 4821.500000
	Iteration 1F: 3 clusters Score -2151654 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2152019.750000 Penalty: 4821.500000
	Iteration 2F: 3 clusters Score -2152020 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2152317.250000 Penalty: 4821.500000
	Iteration 3Q: 3 clusters Score -2152317 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2152605.000000 Penalty: 4821.500000
	Iteration 4Q: 3 clusters Score -2152605 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2152900.000000 Penalty: 4821.500000
	Iteration 5Q: 3 clusters Score -2152900 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2153230.500000 Penalty: 4821.500000
	Iteration 6Q: 3 clusters Score -2153230 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2153601.000000 Penalty: 4821.500000
	Iteration 7Q: 3 clusters Score -2153601 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2154011.000000 Penalty: 4821.500000
	Iteration 8Q: 3 clusters Score -2154011 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2154431.250000 Penalty: 4821.500000
	Iteration 9Q: 3 clusters Score -2154431 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2154979.500000 Penalty: 4821.500000
	Iteration 10Q: 3 clusters Score -2154980 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2155526.000000 Penalty: 4821.500000
	Iteration 11Q: 3 clusters Score -2155526 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2156015.250000 Penalty: 4821.500000
	Iteration 12Q: 3 clusters Score -2156015 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2156303.250000 Penalty: 4821.500000
	Iteration 13Q: 3 clusters Score -2156303 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2156443.250000 Penalty: 4821.500000
	Iteration 14Q: 3 clusters Score -2156443 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2156529.500000 Penalty: 4821.500000
	Iteration 15Q: 3 clusters Score -2156530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2156579.000000 Penalty: 4821.500000
	Iteration 16Q: 3 clusters Score -2156579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2156624.500000 Penalty: 4821.500000
	Iteration 17Q: 3 clusters Score -2156624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2156656.250000 Penalty: 4821.500000
	Iteration 18Q: 3 clusters Score -2156656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2156673.500000 Penalty: 4821.500000
	Iteration 19Q: 3 clusters Score -2156674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2156692.500000 Penalty: 4821.500000
	Iteration 20F: 3 clusters Score -2156692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2156715.250000 Penalty: 4821.500000
	Iteration 21Q: 3 clusters Score -2156715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2156734.500000 Penalty: 4821.500000
	Iteration 22Q: 3 clusters Score -2156734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2156752.750000 Penalty: 4821.500000
	Iteration 23Q: 3 clusters Score -2156753 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2156773.250000 Penalty: 4821.500000
	Iteration 24Q: 3 clusters Score -2156773 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2156789.250000 Penalty: 4821.500000
	Iteration 25Q: 3 clusters Score -2156789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2156806.000000 Penalty: 4821.500000
	Iteration 26Q: 3 clusters Score -2156806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2156826.250000 Penalty: 4821.500000
	Iteration 27Q: 3 clusters Score -2156826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2156850.500000 Penalty: 4821.500000
	Iteration 28Q: 3 clusters Score -2156850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2156873.250000 Penalty: 4821.500000
	Iteration 29Q: 3 clusters Score -2156873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2156878.000000 Penalty: 4821.500000
	Iteration 30Q: 3 clusters Score -2156878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2156888.750000 Penalty: 4821.500000
	Iteration 31Q: 3 clusters Score -2156889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2156911.000000 Penalty: 4821.500000
	Iteration 32Q: 3 clusters Score -2156911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2156925.750000 Penalty: 4821.500000
	Iteration 33Q: 3 clusters Score -2156926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2156933.000000 Penalty: 4821.500000
	Iteration 34Q: 3 clusters Score -2156933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2156941.250000 Penalty: 4821.500000
	Iteration 35Q: 3 clusters Score -2156941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2156953.250000 Penalty: 4821.500000
	Iteration 36Q: 3 clusters Score -2156953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2156966.000000 Penalty: 4821.500000
	Iteration 37Q: 3 clusters Score -2156966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2156979.250000 Penalty: 4821.500000
	Iteration 38Q: 3 clusters Score -2156979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2156992.750000 Penalty: 4821.500000
	Iteration 39Q: 3 clusters Score -2156993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2157005.250000 Penalty: 4821.500000
	Iteration 40F: 3 clusters Score -2157005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2157021.250000 Penalty: 4821.500000
	Iteration 41Q: 3 clusters Score -2157021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2157026.500000 Penalty: 4821.500000
	Iteration 42Q: 3 clusters Score -2157026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2157042.250000 Penalty: 4821.500000
	Iteration 43Q: 3 clusters Score -2157042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2157056.000000 Penalty: 4821.500000
	Iteration 44Q: 3 clusters Score -2157056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2157072.500000 Penalty: 4821.500000
	Iteration 45Q: 3 clusters Score -2157072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2157103.000000 Penalty: 4821.500000
	Iteration 46Q: 3 clusters Score -2157103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2157119.000000 Penalty: 4821.500000
	Iteration 47Q: 3 clusters Score -2157119 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2157141.000000 Penalty: 4821.500000
	Iteration 48Q: 3 clusters Score -2157141 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2157163.250000 Penalty: 4821.500000
	Iteration 49Q: 3 clusters Score -2157163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2157188.250000 Penalty: 4821.500000
	Iteration 50Q: 3 clusters Score -2157188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2157211.250000 Penalty: 4821.500000
	Iteration 51Q: 3 clusters Score -2157211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2157236.500000 Penalty: 4821.500000
	Iteration 52Q: 3 clusters Score -2157236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2157265.250000 Penalty: 4821.500000
	Iteration 53Q: 3 clusters Score -2157265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2157288.750000 Penalty: 4821.500000
	Iteration 54Q: 3 clusters Score -2157289 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2157307.500000 Penalty: 4821.500000
	Iteration 55Q: 3 clusters Score -2157308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2157340.750000 Penalty: 4821.500000
	Iteration 56Q: 3 clusters Score -2157341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2157367.500000 Penalty: 4821.500000
	Iteration 57Q: 3 clusters Score -2157368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2157387.000000 Penalty: 4821.500000
	Iteration 58Q: 3 clusters Score -2157387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2157415.500000 Penalty: 4821.500000
	Iteration 59Q: 3 clusters Score -2157416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2157447.000000 Penalty: 4821.500000
	Iteration 60F: 3 clusters Score -2157447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2157479.000000 Penalty: 4821.500000
	Iteration 61Q: 3 clusters Score -2157479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2157502.500000 Penalty: 4821.500000
	Iteration 62Q: 3 clusters Score -2157502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2157534.250000 Penalty: 4821.500000
	Iteration 63Q: 3 clusters Score -2157534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2157566.750000 Penalty: 4821.500000
	Iteration 64Q: 3 clusters Score -2157567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2157600.750000 Penalty: 4821.500000
	Iteration 65Q: 3 clusters Score -2157601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2157637.250000 Penalty: 4821.500000
	Iteration 66Q: 3 clusters Score -2157637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2157654.750000 Penalty: 4821.500000
	Iteration 67Q: 3 clusters Score -2157655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2157673.750000 Penalty: 4821.500000
	Iteration 68Q: 3 clusters Score -2157674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2157694.750000 Penalty: 4821.500000
	Iteration 69Q: 3 clusters Score -2157695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2157699.250000 Penalty: 4821.500000
	Iteration 70Q: 3 clusters Score -2157699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2157724.250000 Penalty: 4821.500000
	Iteration 71Q: 3 clusters Score -2157724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2157730.000000 Penalty: 4821.500000
	Iteration 72Q: 3 clusters Score -2157730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2157742.500000 Penalty: 4821.500000
	Iteration 73Q: 3 clusters Score -2157742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2157743.250000 Penalty: 4821.500000
	Iteration 74Q: 3 clusters Score -2157743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2157758.750000 Penalty: 4821.500000
	Iteration 75Q: 3 clusters Score -2157759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2157768.500000 Penalty: 4821.500000
	Iteration 76Q: 3 clusters Score -2157768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2157776.500000 Penalty: 4821.500000
	Iteration 77Q: 3 clusters Score -2157776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2157790.250000 Penalty: 4821.500000
	Iteration 78Q: 3 clusters Score -2157790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2157800.500000 Penalty: 4821.500000
	Iteration 79Q: 3 clusters Score -2157800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2157807.500000 Penalty: 4821.500000
	Iteration 80F: 3 clusters Score -2157808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2157807.750000 Penalty: 4821.500000
	Iteration 81Q: 3 clusters Score -2157808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2157809.500000 Penalty: 4821.500000
	Iteration 82Q: 3 clusters Score -2157810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2157815.250000 Penalty: 4821.500000
	Iteration 83Q: 3 clusters Score -2157815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2157817.750000 Penalty: 4821.500000
	Iteration 84Q: 3 clusters Score -2157818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2157817.750000 Penalty: 4821.500000
	Iteration 85Q: 3 clusters Score -2157818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2157822.250000 Penalty: 4821.500000
	Iteration 86Q: 3 clusters Score -2157822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2157822.250000 Penalty: 4821.500000
	Iteration 87Q: 3 clusters Score -2157822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2157828.250000 Penalty: 4821.500000
	Iteration 88Q: 3 clusters Score -2157828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2157835.750000 Penalty: 4821.500000
	Iteration 89Q: 3 clusters Score -2157836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2157837.500000 Penalty: 4821.500000
	Iteration 90Q: 3 clusters Score -2157838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2157836.250000 Penalty: 4821.500000
	Iteration 91Q: 3 clusters Score -2157836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2157841.500000 Penalty: 4821.500000
	Iteration 92Q: 3 clusters Score -2157842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2157846.750000 Penalty: 4821.500000
	Iteration 93Q: 3 clusters Score -2157847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2157847.500000 Penalty: 4821.500000
	Iteration 94Q: 3 clusters Score -2157848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2157849.250000 Penalty: 4821.500000
	Iteration 95Q: 3 clusters Score -2157849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2157848.750000 Penalty: 4821.500000
	Iteration 96Q: 3 clusters Score -2157849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2157852.750000 Penalty: 4821.500000
	Iteration 97Q: 3 clusters Score -2157853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2157855.500000 Penalty: 4821.500000
	Iteration 98Q: 3 clusters Score -2157856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2157857.250000 Penalty: 4821.500000
	Iteration 99Q: 3 clusters Score -2157857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2157856.250000 Penalty: 4821.500000
	Iteration 100F: 3 clusters Score -2157856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2157866.500000 Penalty: 4821.500000
	Iteration 101Q: 3 clusters Score -2157866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2157870.000000 Penalty: 4821.500000
	Iteration 102Q: 3 clusters Score -2157870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2157872.250000 Penalty: 4821.500000
	Iteration 103Q: 3 clusters Score -2157872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2157871.500000 Penalty: 4821.500000
	Iteration 104Q: 3 clusters Score -2157872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2157873.250000 Penalty: 4821.500000
	Iteration 105Q: 3 clusters Score -2157873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2157875.250000 Penalty: 4821.500000
	Iteration 106Q: 3 clusters Score -2157875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2157874.500000 Penalty: 4821.500000
	Iteration 107Q: 3 clusters Score -2157874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2157877.500000 Penalty: 4821.500000
	Iteration 108Q: 3 clusters Score -2157878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2157876.750000 Penalty: 4821.500000
	Iteration 109Q: 3 clusters Score -2157877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2157875.500000 Penalty: 4821.500000
	Iteration 110Q: 3 clusters Score -2157876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2157876.500000 Penalty: 4821.500000
	Iteration 111Q: 3 clusters Score -2157876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2157884.000000 Penalty: 4821.500000
	Iteration 112Q: 3 clusters Score -2157884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2157882.250000 Penalty: 4821.500000
	Iteration 113Q: 3 clusters Score -2157882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2157884.750000 Penalty: 4821.500000
	Iteration 114Q: 3 clusters Score -2157885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2157881.250000 Penalty: 4821.500000
	Iteration 115Q: 3 clusters Score -2157881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2157881.250000 Penalty: 4821.500000
	Iteration 116Q: 3 clusters Score -2157881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2157883.500000 Penalty: 4821.500000
	Iteration 117Q: 3 clusters Score -2157884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2157882.500000 Penalty: 4821.500000
	Iteration 118Q: 3 clusters Score -2157882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2157882.250000 Penalty: 4821.500000
	Iteration 119Q: 3 clusters Score -2157882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2157882.500000 Penalty: 4821.500000
	Iteration 120F: 3 clusters Score -2157882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2157883.750000 Penalty: 4821.500000
	Iteration 121Q: 3 clusters Score -2157884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2157885.750000 Penalty: 4821.500000
	Iteration 122Q: 3 clusters Score -2157886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2157892.000000 Penalty: 4821.500000
	Iteration 123Q: 3 clusters Score -2157892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2157892.500000 Penalty: 4821.500000
	Iteration 124Q: 3 clusters Score -2157892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2157896.500000 Penalty: 4821.500000
	Iteration 125Q: 3 clusters Score -2157896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2157900.500000 Penalty: 4821.500000
	Iteration 126Q: 3 clusters Score -2157900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2157902.750000 Penalty: 4821.500000
	Iteration 127Q: 3 clusters Score -2157903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2157910.750000 Penalty: 4821.500000
	Iteration 128Q: 3 clusters Score -2157911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2157918.000000 Penalty: 4821.500000
	Iteration 129Q: 3 clusters Score -2157918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2157915.000000 Penalty: 4821.500000
	Iteration 130Q: 3 clusters Score -2157915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2157916.250000 Penalty: 4821.500000
	Iteration 131Q: 3 clusters Score -2157916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2157923.250000 Penalty: 4821.500000
	Iteration 132Q: 3 clusters Score -2157923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2157927.000000 Penalty: 4821.500000
	Iteration 133Q: 3 clusters Score -2157927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2157928.000000 Penalty: 4821.500000
	Iteration 134Q: 3 clusters Score -2157928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2157929.500000 Penalty: 4821.500000
	Iteration 135Q: 3 clusters Score -2157930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2157931.000000 Penalty: 4821.500000
	Iteration 136Q: 3 clusters Score -2157931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2157933.750000 Penalty: 4821.500000
	Iteration 137Q: 3 clusters Score -2157934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2157932.250000 Penalty: 4821.500000
	Iteration 138Q: 3 clusters Score -2157932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2157932.250000 Penalty: 4821.500000
	Iteration 139F: 3 clusters Score -2157932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -62101.804688 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -62101.8 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 257 members 
Entering Unmasked Estep 
Score: -60769.238281 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -60769.24 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61138.726562 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -61138.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61233.207031 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -61233.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61320.320312 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -61320.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61475.824219 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -61475.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61670.785156 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -61670.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61762.726562 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -61762.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61819.195312 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -61819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61826.617188 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -61826.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61828.140625 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -61828.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61831.085938 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -61831.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61831.085938 Penalty: 3147.435547
	Iteration 11F: 3 clusters Score -61831.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26257.316406 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26257.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26402.449219 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26402.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26459.732422 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26459.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26497.298828 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26541.900391 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26569.744141 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26569.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26585.853516 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -26585.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26597.091797 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -26597.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26601.726562 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -26601.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26607.994141 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -26607.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26617.093750 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -26617.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26634.744141 Penalty: 2776.817383
	Iteration 11Q: 3 clusters Score -26634.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26651.460938 Penalty: 2776.817383
	Iteration 12Q: 3 clusters Score -26651.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26665.808594 Penalty: 2776.817383
	Iteration 13Q: 3 clusters Score -26665.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26665.808594 Penalty: 2776.817383
	Iteration 14F: 3 clusters Score -26665.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -224226.828125 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -224226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221721.187500 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -221721.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222130.875000 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -222130.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222247.609375 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -222247.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -222310.578125 Penalty: 3715.302734
	Iteration 3Q: 3 clusters Score -222310.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -222350.296875 Penalty: 3715.302734
	Iteration 4Q: 3 clusters Score -222350.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -222372.625000 Penalty: 3715.302734
	Iteration 5Q: 3 clusters Score -222372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222383.609375 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -222383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -222397.515625 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -222397.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -222406.515625 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -222406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -222410.515625 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -222410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -222413.406250 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -222413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222413.984375 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -222414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -222415.171875 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -222415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222415.890625 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -222415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222416.609375 Penalty: 3715.302734
	Iteration 14Q: 3 clusters Score -222416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -222416.718750 Penalty: 3715.302734
	Iteration 15Q: 3 clusters Score -222416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -222416.718750 Penalty: 3715.302734
	Iteration 16F: 3 clusters Score -222416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -157118.484375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -157118.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155002.437500 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -155002.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155315.421875 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -155315.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155387.515625 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -155387.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155421.031250 Penalty: 3538.906006
	Iteration 3Q: 3 clusters Score -155421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155448.718750 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -155448.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155464.828125 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -155464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155477.359375 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -155477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155484.843750 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -155484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -155489.578125 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -155489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155497.578125 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -155497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155505.562500 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -155505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155511.765625 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -155511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -155518.265625 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -155518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155522.046875 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -155522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -155524.703125 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -155524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155528.812500 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -155528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155530.562500 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -155530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -155533.468750 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -155533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155535.734375 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -155535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155537.625000 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -155537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155537.625000 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -155537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235870 members 
Entering Unmasked Estep 
Score: -30162264.000000 Penalty: 3068.017090
	Iteration 0F: 2 clusters Score -3.016226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 117820 members 
Entering Unmasked Estep 
Score: -30063660.000000 Penalty: 6136.034180
	Iteration 0F: 3 clusters Score -3.006366e+07 nChanged 113566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120764 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -30129056.000000 Penalty: 6136.034180
	Iteration 1F: 3 clusters Score -3.012906e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122075 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -30129614.000000 Penalty: 6136.034180
	Iteration 2Q: 3 clusters Score -3.012961e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -30130558.000000 Penalty: 6136.034180
	Iteration 3Q: 3 clusters Score -3.013056e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -30131424.000000 Penalty: 6136.034180
	Iteration 4Q: 3 clusters Score -3.013142e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -30132856.000000 Penalty: 6136.034180
	Iteration 5Q: 3 clusters Score -3.013286e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137249 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -30134998.000000 Penalty: 6136.034180
	Iteration 6Q: 3 clusters Score -3.0135e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145994 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -30137672.000000 Penalty: 6136.034180
	Iteration 7Q: 3 clusters Score -3.013767e+07 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -30141504.000000 Penalty: 6136.034180
	Iteration 8F: 3 clusters Score -3.01415e+07 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -30146326.000000 Penalty: 6136.034180
	Iteration 9F: 3 clusters Score -3.014633e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184416 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -30149678.000000 Penalty: 6136.034180
	Iteration 10F: 3 clusters Score -3.014968e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192187 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -30153448.000000 Penalty: 6136.034180
	Iteration 11F: 3 clusters Score -3.015345e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194483 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -30157840.000000 Penalty: 6136.034180
	Iteration 12Q: 3 clusters Score -3.015784e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193043 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -30161800.000000 Penalty: 6136.034180
	Iteration 13Q: 3 clusters Score -3.01618e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190412 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -30163954.000000 Penalty: 6136.034180
	Iteration 14Q: 3 clusters Score -3.016395e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -30165094.000000 Penalty: 6136.034180
	Iteration 15Q: 3 clusters Score -3.016509e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -30166440.000000 Penalty: 6136.034180
	Iteration 16Q: 3 clusters Score -3.016644e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181639 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -30167600.000000 Penalty: 6136.034180
	Iteration 17Q: 3 clusters Score -3.01676e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178507 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -30169098.000000 Penalty: 6136.034180
	Iteration 18Q: 3 clusters Score -3.01691e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -30169748.000000 Penalty: 6136.034180
	Iteration 19Q: 3 clusters Score -3.016975e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -30170420.000000 Penalty: 6136.034180
	Iteration 20F: 3 clusters Score -3.017042e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -30171174.000000 Penalty: 6136.034180
	Iteration 21Q: 3 clusters Score -3.017117e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -30171848.000000 Penalty: 6136.034180
	Iteration 22Q: 3 clusters Score -3.017185e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162008 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -30172402.000000 Penalty: 6136.034180
	Iteration 23Q: 3 clusters Score -3.01724e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158735 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -30173048.000000 Penalty: 6136.034180
	Iteration 24Q: 3 clusters Score -3.017305e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -30173474.000000 Penalty: 6136.034180
	Iteration 25Q: 3 clusters Score -3.017347e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -30174014.000000 Penalty: 6136.034180
	Iteration 26Q: 3 clusters Score -3.017401e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -30174494.000000 Penalty: 6136.034180
	Iteration 27Q: 3 clusters Score -3.017449e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -30174824.000000 Penalty: 6136.034180
	Iteration 28Q: 3 clusters Score -3.017482e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -30175100.000000 Penalty: 6136.034180
	Iteration 29Q: 3 clusters Score -3.01751e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -30175296.000000 Penalty: 6136.034180
	Iteration 30Q: 3 clusters Score -3.01753e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -30175530.000000 Penalty: 6136.034180
	Iteration 31Q: 3 clusters Score -3.017553e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -30175760.000000 Penalty: 6136.034180
	Iteration 32Q: 3 clusters Score -3.017576e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -30176288.000000 Penalty: 6136.034180
	Iteration 33Q: 3 clusters Score -3.017629e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -30176556.000000 Penalty: 6136.034180
	Iteration 34Q: 3 clusters Score -3.017656e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -30176688.000000 Penalty: 6136.034180
	Iteration 35Q: 3 clusters Score -3.017669e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -30176822.000000 Penalty: 6136.034180
	Iteration 36Q: 3 clusters Score -3.017682e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -30177096.000000 Penalty: 6136.034180
	Iteration 37Q: 3 clusters Score -3.01771e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -30177654.000000 Penalty: 6136.034180
	Iteration 38Q: 3 clusters Score -3.017765e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -30177934.000000 Penalty: 6136.034180
	Iteration 39Q: 3 clusters Score -3.017793e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -30178208.000000 Penalty: 6136.034180
	Iteration 40F: 3 clusters Score -3.017821e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -30178722.000000 Penalty: 6136.034180
	Iteration 41Q: 3 clusters Score -3.017872e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 157954 members 
Entering Unmasked Estep 
Score: -30178650.000000 Penalty: 6136.034180
	Iteration 42Q: 3 clusters Score -3.017865e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 170215 members 
Entering Unmasked Estep 
Score: -30178306.000000 Penalty: 6136.034180
	Iteration 43F: 3 clusters Score -3.017831e+07 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 185239 members 
Entering Unmasked Estep 
Score: -30175418.000000 Penalty: 6136.034180
	Iteration 44F: 3 clusters Score -3.017542e+07 nChanged 17778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 203015 members 
Entering Unmasked Estep 
Score: -30171330.000000 Penalty: 6136.034180
	Iteration 45F: 3 clusters Score -3.017133e+07 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 218818 members 
Entering Unmasked Estep 
Score: -30165260.000000 Penalty: 6136.034180
	Iteration 46F: 3 clusters Score -3.016526e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 226598 members 
Entering Unmasked Estep 
Score: -30162594.000000 Penalty: 6136.034180
	Iteration 47Q: 3 clusters Score -3.016259e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 230333 members 
Entering Unmasked Estep 
Score: -30161458.000000 Penalty: 6136.034180
	Iteration 48Q: 3 clusters Score -3.016146e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 232323 members 
Entering Unmasked Estep 
Score: -30160766.000000 Penalty: 6136.034180
	Iteration 49Q: 3 clusters Score -3.016077e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 233515 members 
Entering Unmasked Estep 
Score: -30160330.000000 Penalty: 6136.034180
	Iteration 50Q: 3 clusters Score -3.016033e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 234245 members 
Entering Unmasked Estep 
Score: -30160134.000000 Penalty: 6136.034180
	Iteration 51Q: 3 clusters Score -3.016013e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 234691 members 
Entering Unmasked Estep 
Score: -30159986.000000 Penalty: 6136.034180
	Iteration 52Q: 3 clusters Score -3.015999e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 234935 members 
Entering Unmasked Estep 
Score: -30159908.000000 Penalty: 6136.034180
	Iteration 53Q: 3 clusters Score -3.015991e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 235097 members 
Entering Unmasked Estep 
Score: -30159872.000000 Penalty: 6136.034180
	Iteration 54Q: 3 clusters Score -3.015987e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 235200 members 
Entering Unmasked Estep 
Score: -30159916.000000 Penalty: 6136.034180
	Iteration 55Q: 3 clusters Score -3.015992e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 235267 members 
Entering Unmasked Estep 
Score: -30159908.000000 Penalty: 6136.034180
	Iteration 56Q: 3 clusters Score -3.015991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 235311 members 
Entering Unmasked Estep 
Score: -30159898.000000 Penalty: 6136.034180
	Iteration 57Q: 3 clusters Score -3.01599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 235341 members 
Entering Unmasked Estep 
Score: -30159916.000000 Penalty: 6136.034180
	Iteration 58Q: 3 clusters Score -3.015992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 235371 members 
Entering Unmasked Estep 
Score: -30159918.000000 Penalty: 6136.034180
	Iteration 59Q: 3 clusters Score -3.015992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 235390 members 
Entering Unmasked Estep 
Score: -30159924.000000 Penalty: 6136.034180
	Iteration 60F: 3 clusters Score -3.015992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 235405 members 
Entering Unmasked Estep 
Score: -30159902.000000 Penalty: 6136.034180
	Iteration 61Q: 3 clusters Score -3.01599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 235415 members 
Entering Unmasked Estep 
Score: -30159898.000000 Penalty: 6136.034180
	Iteration 62Q: 3 clusters Score -3.01599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 235422 members 
Entering Unmasked Estep 
Score: -30159886.000000 Penalty: 6136.034180
	Iteration 63Q: 3 clusters Score -3.015989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 235426 members 
Entering Unmasked Estep 
Score: -30159888.000000 Penalty: 6136.034180
	Iteration 64Q: 3 clusters Score -3.015989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 235430 members 
Entering Unmasked Estep 
Score: -30159872.000000 Penalty: 6136.034180
	Iteration 65Q: 3 clusters Score -3.015987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 235432 members 
Entering Unmasked Estep 
Score: -30159880.000000 Penalty: 6136.034180
	Iteration 66Q: 3 clusters Score -3.015988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 235436 members 
Entering Unmasked Estep 
Score: -30159904.000000 Penalty: 6136.034180
	Iteration 67Q: 3 clusters Score -3.01599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 235444 members 
Entering Unmasked Estep 
Score: -30159896.000000 Penalty: 6136.034180
	Iteration 68Q: 3 clusters Score -3.01599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 235446 members 
Entering Unmasked Estep 
Score: -30159902.000000 Penalty: 6136.034180
	Iteration 69Q: 3 clusters Score -3.01599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 235451 members 
Entering Unmasked Estep 
Score: -30159878.000000 Penalty: 6136.034180
	Iteration 70Q: 3 clusters Score -3.015988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 235450 members 
Entering Unmasked Estep 
Score: -30159882.000000 Penalty: 6136.034180
	Iteration 71Q: 3 clusters Score -3.015988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 235449 members 
Entering Unmasked Estep 
Score: -30159886.000000 Penalty: 6136.034180
	Iteration 72Q: 3 clusters Score -3.015989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 235450 members 
Entering Unmasked Estep 
Score: -30159882.000000 Penalty: 6136.034180
	Iteration 73Q: 3 clusters Score -3.015988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 235452 members 
Entering Unmasked Estep 
Score: -30159878.000000 Penalty: 6136.034180
	Iteration 74Q: 3 clusters Score -3.015988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 235453 members 
Entering Unmasked Estep 
Score: -30159888.000000 Penalty: 6136.034180
	Iteration 75Q: 3 clusters Score -3.015989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 235453 members 
Entering Unmasked Estep 
Score: -30159888.000000 Penalty: 6136.034180
	Iteration 76F: 3 clusters Score -3.015989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -111042.554688 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -111042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109169.640625 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -109169.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109438.507812 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -109438.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109502.796875 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -109502.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109536.367188 Penalty: 3379.468506
	Iteration 3Q: 3 clusters Score -109536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109548.460938 Penalty: 3379.468506
	Iteration 4Q: 3 clusters Score -109548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109558.789062 Penalty: 3379.468506
	Iteration 5Q: 3 clusters Score -109558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109565.664062 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -109565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109570.757812 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -109570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109572.648438 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -109572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109577.054688 Penalty: 3379.468506
	Iteration 9Q: 3 clusters Score -109577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109578.976562 Penalty: 3379.468506
	Iteration 10Q: 3 clusters Score -109579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109580.117188 Penalty: 3379.468506
	Iteration 11Q: 3 clusters Score -109580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109581.296875 Penalty: 3379.468506
	Iteration 12Q: 3 clusters Score -109581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109582.085938 Penalty: 3379.468506
	Iteration 13Q: 3 clusters Score -109582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109584.468750 Penalty: 3379.468506
	Iteration 14Q: 3 clusters Score -109584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109585.890625 Penalty: 3379.468506
	Iteration 15Q: 3 clusters Score -109585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109587.882812 Penalty: 3379.468506
	Iteration 16Q: 3 clusters Score -109587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109587.882812 Penalty: 3379.468506
	Iteration 17F: 3 clusters Score -109587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Entering Unmasked Estep 
Score: -10224586.000000 Penalty: 2798.442139
	Iteration 0F: 2 clusters Score -1.022459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -10171295.000000 Penalty: 5596.884277
	Iteration 0F: 3 clusters Score -1.01713e+07 nChanged 37440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -10192480.000000 Penalty: 5596.884277
	Iteration 1F: 3 clusters Score -1.019248e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -10193234.000000 Penalty: 5596.884277
	Iteration 2Q: 3 clusters Score -1.019323e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -10193820.000000 Penalty: 5596.884277
	Iteration 3Q: 3 clusters Score -1.019382e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -10194435.000000 Penalty: 5596.884277
	Iteration 4Q: 3 clusters Score -1.019444e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -10195214.000000 Penalty: 5596.884277
	Iteration 5Q: 3 clusters Score -1.019521e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -10196392.000000 Penalty: 5596.884277
	Iteration 6Q: 3 clusters Score -1.019639e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -10197904.000000 Penalty: 5596.884277
	Iteration 7Q: 3 clusters Score -1.01979e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -10200121.000000 Penalty: 5596.884277
	Iteration 8Q: 3 clusters Score -1.020012e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -10203102.000000 Penalty: 5596.884277
	Iteration 9F: 3 clusters Score -1.02031e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -10206597.000000 Penalty: 5596.884277
	Iteration 10F: 3 clusters Score -1.02066e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -10210237.000000 Penalty: 5596.884277
	Iteration 11F: 3 clusters Score -1.021024e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -10213440.000000 Penalty: 5596.884277
	Iteration 12F: 3 clusters Score -1.021344e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -10215996.000000 Penalty: 5596.884277
	Iteration 13Q: 3 clusters Score -1.0216e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -10218187.000000 Penalty: 5596.884277
	Iteration 14Q: 3 clusters Score -1.021819e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -10219965.000000 Penalty: 5596.884277
	Iteration 15Q: 3 clusters Score -1.021996e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -10221341.000000 Penalty: 5596.884277
	Iteration 16Q: 3 clusters Score -1.022134e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -10222366.000000 Penalty: 5596.884277
	Iteration 17Q: 3 clusters Score -1.022237e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -10222982.000000 Penalty: 5596.884277
	Iteration 18Q: 3 clusters Score -1.022298e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -10223302.000000 Penalty: 5596.884277
	Iteration 19Q: 3 clusters Score -1.02233e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10223521.000000 Penalty: 5596.884277
	Iteration 20F: 3 clusters Score -1.022352e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -10223629.000000 Penalty: 5596.884277
	Iteration 21Q: 3 clusters Score -1.022363e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -10223675.000000 Penalty: 5596.884277
	Iteration 22Q: 3 clusters Score -1.022368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -10223694.000000 Penalty: 5596.884277
	Iteration 23Q: 3 clusters Score -1.022369e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -10223708.000000 Penalty: 5596.884277
	Iteration 24Q: 3 clusters Score -1.022371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -10223729.000000 Penalty: 5596.884277
	Iteration 25Q: 3 clusters Score -1.022373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -10223747.000000 Penalty: 5596.884277
	Iteration 26Q: 3 clusters Score -1.022375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -10223757.000000 Penalty: 5596.884277
	Iteration 27Q: 3 clusters Score -1.022376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -10223759.000000 Penalty: 5596.884277
	Iteration 28Q: 3 clusters Score -1.022376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -10223770.000000 Penalty: 5596.884277
	Iteration 29Q: 3 clusters Score -1.022377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -10223764.000000 Penalty: 5596.884277
	Iteration 30Q: 3 clusters Score -1.022376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -10223764.000000 Penalty: 5596.884277
	Iteration 31Q: 3 clusters Score -1.022376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -10223767.000000 Penalty: 5596.884277
	Iteration 32Q: 3 clusters Score -1.022377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -10223772.000000 Penalty: 5596.884277
	Iteration 33Q: 3 clusters Score -1.022377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10223770.000000 Penalty: 5596.884277
	Iteration 34Q: 3 clusters Score -1.022377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10223770.000000 Penalty: 5596.884277
	Iteration 35F: 3 clusters Score -1.022377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -258773.437500 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -258773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -256080.921875 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -256080.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -256578.562500 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -256578.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -256735.109375 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -256735.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -256807.078125 Penalty: 3786.870850
	Iteration 3Q: 3 clusters Score -256807.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256861.890625 Penalty: 3786.870850
	Iteration 4Q: 3 clusters Score -256861.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -256894.640625 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -256894.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -256911.953125 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -256912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -256932.890625 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -256932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256944.375000 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -256944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -256954.890625 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -256954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -256963.531250 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -256963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256971.031250 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -256971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256975.312500 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -256975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -256978.234375 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -256978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -256983.703125 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -256983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -256991.328125 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -256991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256996.062500 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -256996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -256997.281250 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -256997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -256997.281250 Penalty: 3786.870850
	Iteration 18F: 3 clusters Score -256997.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1503933.875000 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -1503934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1495119.875000 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -1495120 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1497782.250000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -1497782 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1498031.750000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -1498032 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1498214.125000 Penalty: 4650.255859
	Iteration 3Q: 3 clusters Score -1498214 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1498381.125000 Penalty: 4650.255859
	Iteration 4Q: 3 clusters Score -1498381 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1498571.500000 Penalty: 4650.255859
	Iteration 5Q: 3 clusters Score -1498572 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1498842.125000 Penalty: 4650.255859
	Iteration 6Q: 3 clusters Score -1498842 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1499166.625000 Penalty: 4650.255859
	Iteration 7Q: 3 clusters Score -1499167 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1499602.750000 Penalty: 4650.255859
	Iteration 8F: 3 clusters Score -1499603 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1500126.750000 Penalty: 4650.255859
	Iteration 9F: 3 clusters Score -1500127 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1500756.000000 Penalty: 4650.255859
	Iteration 10F: 3 clusters Score -1500756 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1501423.500000 Penalty: 4650.255859
	Iteration 11F: 3 clusters Score -1501424 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1501994.125000 Penalty: 4650.255859
	Iteration 12F: 3 clusters Score -1501994 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1502372.375000 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -1502372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1502530.125000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -1502530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1502603.375000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -1502603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1502639.000000 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -1502639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1502654.250000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -1502654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1502661.750000 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -1502662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1502670.000000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -1502670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1502672.875000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -1502673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1502676.375000 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -1502676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1502678.625000 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -1502679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1502680.375000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -1502680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1502682.250000 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -1502682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1502684.125000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -1502684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1502681.250000 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -1502681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1502686.375000 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -1502686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1502687.125000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -1502687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1502687.750000 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -1502688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1502688.000000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -1502688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1502688.000000 Penalty: 4650.255859
	Iteration 31F: 3 clusters Score -1502688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -112617.523438 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -112617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110736.765625 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -110736.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111016.156250 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -111016.2 nChanged 68
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: -111123.546875 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -111123.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111175.281250 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -111175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111203.960938 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -111204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111243.179688 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -111243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111274.710938 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -111274.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111336.929688 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -111336.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111424.281250 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -111424.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111530.898438 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -111530.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111653.898438 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -111653.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111828.281250 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -111828.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111980.250000 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -111980.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112020.406250 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -112020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112038.835938 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -112038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112049.460938 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -112049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112072.132812 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -112072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112078.617188 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -112078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112080.375000 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -112080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112080.375000 Penalty: 3383.809814
	Iteration 19F: 3 clusters Score -112080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 101102 members 
Mstep: Class 3 contains 60196 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 22009 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292112 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 16660 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235870 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79542 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064624.000000 Penalty: 74949.453125
Iteration 159Q: 23 clusters Score -1.160646e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 101078 members 
Mstep: Class 3 contains 60194 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 22009 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292132 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46808 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 16664 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235872 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79551 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064592.000000 Penalty: 74949.453125
Iteration 160F: 23 clusters Score -1.160646e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 101060 members 
Mstep: Class 3 contains 60193 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 22009 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292146 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 6055 members 
Mstep: Class 11 contains 23153 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235886 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79558 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 23 clusters Score -1.160647e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 101038 members 
Mstep: Class 3 contains 60196 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 22012 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292158 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 16666 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235891 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79569 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 23 clusters Score -1.160645e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 101015 members 
Mstep: Class 3 contains 60202 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292166 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46829 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23153 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235897 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79587 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 23 clusters Score -1.160647e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 100991 members 
Mstep: Class 3 contains 60212 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22015 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292179 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46830 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235898 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79601 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11795 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -1.160646e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 100966 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 22017 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292193 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46829 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235907 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79607 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -1.160646e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 100943 members 
Mstep: Class 3 contains 60220 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 22019 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292203 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46830 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235920 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -1.160646e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 100923 members 
Mstep: Class 3 contains 60220 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 22020 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292209 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46831 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235929 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11800 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -1.160645e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 100903 members 
Mstep: Class 3 contains 60221 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 22020 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292214 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46832 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16683 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235937 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79630 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -1.160645e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 100878 members 
Mstep: Class 3 contains 60228 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 22021 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292220 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46833 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235946 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Score: -116064512.000000 Penalty: 74949.453125
Iteration 169Q: 23 clusters Score -1.160645e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 100853 members 
Mstep: Class 3 contains 60232 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 22023 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292226 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16693 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235954 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79646 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064472.000000 Penalty: 74949.453125
Iteration 170Q: 23 clusters Score -1.160645e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 100830 members 
Mstep: Class 3 contains 60231 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 22025 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292244 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46836 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235963 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 23 clusters Score -1.160644e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 100802 members 
Mstep: Class 3 contains 60234 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292244 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46838 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235972 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064424.000000 Penalty: 74949.453125
Iteration 172Q: 23 clusters Score -1.160644e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 100775 members 
Mstep: Class 3 contains 60241 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 22029 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292271 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46837 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235968 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79662 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064368.000000 Penalty: 74949.453125
Iteration 173Q: 23 clusters Score -1.160644e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 100742 members 
Mstep: Class 3 contains 60240 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292295 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46837 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235975 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79666 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 23 clusters Score -1.160644e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 100717 members 
Mstep: Class 3 contains 60236 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 22036 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292312 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235982 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79672 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11812 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 23 clusters Score -1.160644e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 100693 members 
Mstep: Class 3 contains 60237 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292323 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23160 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235992 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79683 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.160643e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 100666 members 
Mstep: Class 3 contains 60242 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 22043 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292329 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46840 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235993 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79698 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11818 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.160643e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 100649 members 
Mstep: Class 3 contains 60247 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 22048 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292334 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235995 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79713 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11821 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.160643e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 100630 members 
Mstep: Class 3 contains 60250 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 22051 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292330 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 235994 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79731 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -1.160643e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 100605 members 
Mstep: Class 3 contains 60252 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 22054 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292334 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 236000 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79744 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -1.160644e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 100584 members 
Mstep: Class 3 contains 60253 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292341 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236006 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79757 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.160644e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 100568 members 
Mstep: Class 3 contains 60255 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22061 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292354 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236006 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79763 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.160644e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 100549 members 
Mstep: Class 3 contains 60252 members 
Mstep: Class 4 contains 5202 members 
Mstep: Class 5 contains 22062 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292365 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46843 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236020 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79773 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11847 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.160643e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 100527 members 
Mstep: Class 3 contains 60255 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 22063 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292372 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46840 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236036 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79786 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064360.000000 Penalty: 74949.453125
Iteration 184Q: 23 clusters Score -1.160644e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 100510 members 
Mstep: Class 3 contains 60257 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 22065 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292375 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236051 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79796 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11853 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 74949.453125
Iteration 185Q: 23 clusters Score -1.160643e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 100491 members 
Mstep: Class 3 contains 60261 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 22068 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292378 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236061 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79801 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11850 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064424.000000 Penalty: 74949.453125
Iteration 186Q: 23 clusters Score -1.160644e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 100466 members 
Mstep: Class 3 contains 60266 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 22070 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292381 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236065 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79806 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11854 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064352.000000 Penalty: 74949.453125
Iteration 187Q: 23 clusters Score -1.160644e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 100451 members 
Mstep: Class 3 contains 60270 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22075 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292376 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236065 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79813 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11872 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064280.000000 Penalty: 74949.453125
Iteration 188Q: 23 clusters Score -1.160643e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 100425 members 
Mstep: Class 3 contains 60275 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 22075 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292378 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236067 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79831 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064280.000000 Penalty: 74949.453125
Iteration 189Q: 23 clusters Score -1.160643e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 100400 members 
Mstep: Class 3 contains 60281 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 22076 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292376 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236075 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79842 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064296.000000 Penalty: 74949.453125
Iteration 190Q: 23 clusters Score -1.160643e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 100383 members 
Mstep: Class 3 contains 60280 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 22079 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292376 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236086 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79855 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064344.000000 Penalty: 74949.453125
Iteration 191Q: 23 clusters Score -1.160643e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 100357 members 
Mstep: Class 3 contains 60284 members 
Mstep: Class 4 contains 5202 members 
Mstep: Class 5 contains 22083 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292380 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236090 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79867 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11924 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064496.000000 Penalty: 74949.453125
Iteration 192Q: 23 clusters Score -1.160645e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 100333 members 
Mstep: Class 3 contains 60284 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22086 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292392 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236099 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79875 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11933 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064440.000000 Penalty: 74949.453125
Iteration 193Q: 23 clusters Score -1.160644e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 100310 members 
Mstep: Class 3 contains 60285 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22087 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292399 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236109 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79886 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11939 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064464.000000 Penalty: 74949.453125
Iteration 194Q: 23 clusters Score -1.160645e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 100289 members 
Mstep: Class 3 contains 60285 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22089 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292406 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46838 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23157 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236119 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79896 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11954 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064352.000000 Penalty: 74949.453125
Iteration 195Q: 23 clusters Score -1.160644e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 100275 members 
Mstep: Class 3 contains 60290 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22090 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292404 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46837 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236117 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79904 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064344.000000 Penalty: 74949.453125
Iteration 196Q: 23 clusters Score -1.160643e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 100260 members 
Mstep: Class 3 contains 60298 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22091 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292408 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46836 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23158 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236111 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79911 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 11972 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064344.000000 Penalty: 74949.453125
Iteration 197Q: 23 clusters Score -1.160643e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 100246 members 
Mstep: Class 3 contains 60302 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22092 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292415 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46837 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236105 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79917 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11984 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064336.000000 Penalty: 74949.453125
Iteration 198Q: 23 clusters Score -1.160643e+08 nChanged 67
Entering ConstructFrom: 
Score: -116064336.000000 Penalty: 74949.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Entering Unmasked Estep 
Score: -1562490.000000 Penalty: 2348.083496
	Iteration 0F: 2 clusters Score -1562490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1552941.375000 Penalty: 4696.166992
	Iteration 0F: 3 clusters Score -1552941 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1555826.375000 Penalty: 4696.166992
	Iteration 1F: 3 clusters Score -1555826 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1556186.000000 Penalty: 4696.166992
	Iteration 2F: 3 clusters Score -1556186 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1556503.000000 Penalty: 4696.166992
	Iteration 3F: 3 clusters Score -1556503 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1556820.750000 Penalty: 4696.166992
	Iteration 4Q: 3 clusters Score -1556821 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1557207.375000 Penalty: 4696.166992
	Iteration 5Q: 3 clusters Score -1557207 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1557692.625000 Penalty: 4696.166992
	Iteration 6F: 3 clusters Score -1557693 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1558311.750000 Penalty: 4696.166992
	Iteration 7F: 3 clusters Score -1558312 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1559037.750000 Penalty: 4696.166992
	Iteration 8F: 3 clusters Score -1559038 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1559750.875000 Penalty: 4696.166992
	Iteration 9F: 3 clusters Score -1559751 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1560288.625000 Penalty: 4696.166992
	Iteration 10Q: 3 clusters Score -1560289 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1560660.500000 Penalty: 4696.166992
	Iteration 11Q: 3 clusters Score -1560660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1560856.875000 Penalty: 4696.166992
	Iteration 12Q: 3 clusters Score -1560857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1560978.500000 Penalty: 4696.166992
	Iteration 13Q: 3 clusters Score -1560978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1561054.750000 Penalty: 4696.166992
	Iteration 14Q: 3 clusters Score -1561055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1561103.375000 Penalty: 4696.166992
	Iteration 15Q: 3 clusters Score -1561103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1561124.250000 Penalty: 4696.166992
	Iteration 16Q: 3 clusters Score -1561124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1561150.375000 Penalty: 4696.166992
	Iteration 17Q: 3 clusters Score -1561150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1561167.500000 Penalty: 4696.166992
	Iteration 18Q: 3 clusters Score -1561168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1561174.125000 Penalty: 4696.166992
	Iteration 19Q: 3 clusters Score -1561174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1561186.125000 Penalty: 4696.166992
	Iteration 20F: 3 clusters Score -1561186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1561192.500000 Penalty: 4696.166992
	Iteration 21Q: 3 clusters Score -1561192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1561200.375000 Penalty: 4696.166992
	Iteration 22Q: 3 clusters Score -1561200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1561204.000000 Penalty: 4696.166992
	Iteration 23Q: 3 clusters Score -1561204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1561209.375000 Penalty: 4696.166992
	Iteration 24Q: 3 clusters Score -1561209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1561212.250000 Penalty: 4696.166992
	Iteration 25Q: 3 clusters Score -1561212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1561215.125000 Penalty: 4696.166992
	Iteration 26Q: 3 clusters Score -1561215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1561215.125000 Penalty: 4696.166992
	Iteration 27Q: 3 clusters Score -1561215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1561217.250000 Penalty: 4696.166992
	Iteration 28Q: 3 clusters Score -1561217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1561219.375000 Penalty: 4696.166992
	Iteration 29Q: 3 clusters Score -1561219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1561218.125000 Penalty: 4696.166992
	Iteration 30Q: 3 clusters Score -1561218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1561218.125000 Penalty: 4696.166992
	Iteration 31Q: 3 clusters Score -1561218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1561218.125000 Penalty: 4696.166992
	Iteration 32F: 3 clusters Score -1561218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Entering Unmasked Estep 
Score: -12878112.000000 Penalty: 2855.777832
	Iteration 0F: 2 clusters Score -1.287811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -12810997.000000 Penalty: 5711.555664
	Iteration 0F: 3 clusters Score -1.2811e+07 nChanged 47384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -12837851.000000 Penalty: 5711.555664
	Iteration 1F: 3 clusters Score -1.283785e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -12838687.000000 Penalty: 5711.555664
	Iteration 2Q: 3 clusters Score -1.283869e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -12839481.000000 Penalty: 5711.555664
	Iteration 3Q: 3 clusters Score -1.283948e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -12840270.000000 Penalty: 5711.555664
	Iteration 4Q: 3 clusters Score -1.284027e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -12841472.000000 Penalty: 5711.555664
	Iteration 5Q: 3 clusters Score -1.284147e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -12843161.000000 Penalty: 5711.555664
	Iteration 6Q: 3 clusters Score -1.284316e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -12845854.000000 Penalty: 5711.555664
	Iteration 7F: 3 clusters Score -1.284585e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -12849623.000000 Penalty: 5711.555664
	Iteration 8F: 3 clusters Score -1.284962e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -12854563.000000 Penalty: 5711.555664
	Iteration 9F: 3 clusters Score -1.285456e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -12859868.000000 Penalty: 5711.555664
	Iteration 10F: 3 clusters Score -1.285987e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -12864447.000000 Penalty: 5711.555664
	Iteration 11F: 3 clusters Score -1.286445e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -12867918.000000 Penalty: 5711.555664
	Iteration 12Q: 3 clusters Score -1.286792e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -12869787.000000 Penalty: 5711.555664
	Iteration 13Q: 3 clusters Score -1.286979e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -12870824.000000 Penalty: 5711.555664
	Iteration 14Q: 3 clusters Score -1.287082e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -12871646.000000 Penalty: 5711.555664
	Iteration 15Q: 3 clusters Score -1.287165e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -12872371.000000 Penalty: 5711.555664
	Iteration 16Q: 3 clusters Score -1.287237e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -12872948.000000 Penalty: 5711.555664
	Iteration 17Q: 3 clusters Score -1.287295e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -12873453.000000 Penalty: 5711.555664
	Iteration 18Q: 3 clusters Score -1.287345e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -12873923.000000 Penalty: 5711.555664
	Iteration 19Q: 3 clusters Score -1.287392e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -12874243.000000 Penalty: 5711.555664
	Iteration 20F: 3 clusters Score -1.287424e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -12874549.000000 Penalty: 5711.555664
	Iteration 21Q: 3 clusters Score -1.287455e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -12874727.000000 Penalty: 5711.555664
	Iteration 22Q: 3 clusters Score -1.287473e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12874882.000000 Penalty: 5711.555664
	Iteration 23Q: 3 clusters Score -1.287488e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -12875093.000000 Penalty: 5711.555664
	Iteration 24Q: 3 clusters Score -1.287509e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12875251.000000 Penalty: 5711.555664
	Iteration 25Q: 3 clusters Score -1.287525e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -12875407.000000 Penalty: 5711.555664
	Iteration 26Q: 3 clusters Score -1.287541e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -12875507.000000 Penalty: 5711.555664
	Iteration 27Q: 3 clusters Score -1.287551e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -12875606.000000 Penalty: 5711.555664
	Iteration 28Q: 3 clusters Score -1.287561e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -12875700.000000 Penalty: 5711.555664
	Iteration 29Q: 3 clusters Score -1.28757e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -12875767.000000 Penalty: 5711.555664
	Iteration 30Q: 3 clusters Score -1.287577e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -12875835.000000 Penalty: 5711.555664
	Iteration 31Q: 3 clusters Score -1.287584e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -12875907.000000 Penalty: 5711.555664
	Iteration 32Q: 3 clusters Score -1.287591e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -12875934.000000 Penalty: 5711.555664
	Iteration 33Q: 3 clusters Score -1.287593e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -12875994.000000 Penalty: 5711.555664
	Iteration 34Q: 3 clusters Score -1.287599e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -12876039.000000 Penalty: 5711.555664
	Iteration 35Q: 3 clusters Score -1.287604e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12876074.000000 Penalty: 5711.555664
	Iteration 36Q: 3 clusters Score -1.287607e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12876074.000000 Penalty: 5711.555664
	Iteration 37Q: 3 clusters Score -1.287607e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12876116.000000 Penalty: 5711.555664
	Iteration 38Q: 3 clusters Score -1.287612e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12876129.000000 Penalty: 5711.555664
	Iteration 39Q: 3 clusters Score -1.287613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -12876134.000000 Penalty: 5711.555664
	Iteration 40F: 3 clusters Score -1.287613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -12876112.000000 Penalty: 5711.555664
	Iteration 41Q: 3 clusters Score -1.287611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12876109.000000 Penalty: 5711.555664
	Iteration 42Q: 3 clusters Score -1.287611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12876115.000000 Penalty: 5711.555664
	Iteration 43Q: 3 clusters Score -1.287612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12876118.000000 Penalty: 5711.555664
	Iteration 44Q: 3 clusters Score -1.287612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -12876127.000000 Penalty: 5711.555664
	Iteration 45Q: 3 clusters Score -1.287613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -12876109.000000 Penalty: 5711.555664
	Iteration 46Q: 3 clusters Score -1.287611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12876116.000000 Penalty: 5711.555664
	Iteration 47Q: 3 clusters Score -1.287612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -12876120.000000 Penalty: 5711.555664
	Iteration 48Q: 3 clusters Score -1.287612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12876111.000000 Penalty: 5711.555664
	Iteration 49Q: 3 clusters Score -1.287611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12876110.000000 Penalty: 5711.555664
	Iteration 50Q: 3 clusters Score -1.287611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12876125.000000 Penalty: 5711.555664
	Iteration 51Q: 3 clusters Score -1.287612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12876117.000000 Penalty: 5711.555664
	Iteration 52Q: 3 clusters Score -1.287612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12876117.000000 Penalty: 5711.555664
	Iteration 53Q: 3 clusters Score -1.287612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12876116.000000 Penalty: 5711.555664
	Iteration 54Q: 3 clusters Score -1.287612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12876128.000000 Penalty: 5711.555664
	Iteration 55Q: 3 clusters Score -1.287613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -12876132.000000 Penalty: 5711.555664
	Iteration 56Q: 3 clusters Score -1.287613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12876147.000000 Penalty: 5711.555664
	Iteration 57Q: 3 clusters Score -1.287615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -12876154.000000 Penalty: 5711.555664
	Iteration 58Q: 3 clusters Score -1.287615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12876152.000000 Penalty: 5711.555664
	Iteration 59Q: 3 clusters Score -1.287615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12876134.000000 Penalty: 5711.555664
	Iteration 60F: 3 clusters Score -1.287613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12876150.000000 Penalty: 5711.555664
	Iteration 61Q: 3 clusters Score -1.287615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12876165.000000 Penalty: 5711.555664
	Iteration 62Q: 3 clusters Score -1.287616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12876144.000000 Penalty: 5711.555664
	Iteration 63Q: 3 clusters Score -1.287614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -12876138.000000 Penalty: 5711.555664
	Iteration 64Q: 3 clusters Score -1.287614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12876133.000000 Penalty: 5711.555664
	Iteration 65Q: 3 clusters Score -1.287613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12876139.000000 Penalty: 5711.555664
	Iteration 66Q: 3 clusters Score -1.287614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -12876138.000000 Penalty: 5711.555664
	Iteration 67Q: 3 clusters Score -1.287614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12876147.000000 Penalty: 5711.555664
	Iteration 68Q: 3 clusters Score -1.287615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12876164.000000 Penalty: 5711.555664
	Iteration 69Q: 3 clusters Score -1.287616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12876146.000000 Penalty: 5711.555664
	Iteration 70Q: 3 clusters Score -1.287615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12876137.000000 Penalty: 5711.555664
	Iteration 71Q: 3 clusters Score -1.287614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12876140.000000 Penalty: 5711.555664
	Iteration 72Q: 3 clusters Score -1.287614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12876140.000000 Penalty: 5711.555664
	Iteration 73F: 3 clusters Score -1.287614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Entering Unmasked Estep 
Score: -7769411.000000 Penalty: 2729.802979
	Iteration 0F: 2 clusters Score -7769411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7728971.000000 Penalty: 5459.605957
	Iteration 0F: 3 clusters Score -7728971 nChanged 28013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -7744578.500000 Penalty: 5459.605957
	Iteration 1F: 3 clusters Score -7744578 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -7745349.500000 Penalty: 5459.605957
	Iteration 2Q: 3 clusters Score -7745350 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -7746156.500000 Penalty: 5459.605957
	Iteration 3Q: 3 clusters Score -7746156 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -7747218.500000 Penalty: 5459.605957
	Iteration 4Q: 3 clusters Score -7747218 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -7748670.500000 Penalty: 5459.605957
	Iteration 5Q: 3 clusters Score -7748670 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -7750760.000000 Penalty: 5459.605957
	Iteration 6F: 3 clusters Score -7750760 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -7753689.500000 Penalty: 5459.605957
	Iteration 7F: 3 clusters Score -7753690 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -7757111.000000 Penalty: 5459.605957
	Iteration 8F: 3 clusters Score -7757111 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -7760307.500000 Penalty: 5459.605957
	Iteration 9F: 3 clusters Score -7760308 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -7762810.000000 Penalty: 5459.605957
	Iteration 10Q: 3 clusters Score -7762810 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -7764287.000000 Penalty: 5459.605957
	Iteration 11Q: 3 clusters Score -7764287 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7765131.500000 Penalty: 5459.605957
	Iteration 12Q: 3 clusters Score -7765132 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7765538.000000 Penalty: 5459.605957
	Iteration 13Q: 3 clusters Score -7765538 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7765847.500000 Penalty: 5459.605957
	Iteration 14Q: 3 clusters Score -7765848 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7766013.500000 Penalty: 5459.605957
	Iteration 15Q: 3 clusters Score -7766014 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7766157.500000 Penalty: 5459.605957
	Iteration 16Q: 3 clusters Score -7766158 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7766287.500000 Penalty: 5459.605957
	Iteration 17Q: 3 clusters Score -7766288 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7766398.500000 Penalty: 5459.605957
	Iteration 18Q: 3 clusters Score -7766398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7766470.500000 Penalty: 5459.605957
	Iteration 19Q: 3 clusters Score -7766470 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -7766548.500000 Penalty: 5459.605957
	Iteration 20F: 3 clusters Score -7766548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7766581.000000 Penalty: 5459.605957
	Iteration 21Q: 3 clusters Score -7766581 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7766635.000000 Penalty: 5459.605957
	Iteration 22Q: 3 clusters Score -7766635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7766648.500000 Penalty: 5459.605957
	Iteration 23Q: 3 clusters Score -7766648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7766679.000000 Penalty: 5459.605957
	Iteration 24Q: 3 clusters Score -7766679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7766690.500000 Penalty: 5459.605957
	Iteration 25Q: 3 clusters Score -7766690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7766715.000000 Penalty: 5459.605957
	Iteration 26Q: 3 clusters Score -7766715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7766743.500000 Penalty: 5459.605957
	Iteration 27Q: 3 clusters Score -7766744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7766772.500000 Penalty: 5459.605957
	Iteration 28Q: 3 clusters Score -7766772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7766796.500000 Penalty: 5459.605957
	Iteration 29Q: 3 clusters Score -7766796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7766829.000000 Penalty: 5459.605957
	Iteration 30Q: 3 clusters Score -7766829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7766848.000000 Penalty: 5459.605957
	Iteration 31Q: 3 clusters Score -7766848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7766857.500000 Penalty: 5459.605957
	Iteration 32Q: 3 clusters Score -7766858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7766882.000000 Penalty: 5459.605957
	Iteration 33Q: 3 clusters Score -7766882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7766902.000000 Penalty: 5459.605957
	Iteration 34Q: 3 clusters Score -7766902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7766908.500000 Penalty: 5459.605957
	Iteration 35Q: 3 clusters Score -7766908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7766912.500000 Penalty: 5459.605957
	Iteration 36Q: 3 clusters Score -7766912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7766925.000000 Penalty: 5459.605957
	Iteration 37Q: 3 clusters Score -7766925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7766940.000000 Penalty: 5459.605957
	Iteration 38Q: 3 clusters Score -7766940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7766945.000000 Penalty: 5459.605957
	Iteration 39Q: 3 clusters Score -7766945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7766956.500000 Penalty: 5459.605957
	Iteration 40F: 3 clusters Score -7766956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7766947.500000 Penalty: 5459.605957
	Iteration 41Q: 3 clusters Score -7766948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7766971.000000 Penalty: 5459.605957
	Iteration 42Q: 3 clusters Score -7766971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7766994.000000 Penalty: 5459.605957
	Iteration 43Q: 3 clusters Score -7766994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7766997.500000 Penalty: 5459.605957
	Iteration 44Q: 3 clusters Score -7766998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7766995.500000 Penalty: 5459.605957
	Iteration 45Q: 3 clusters Score -7766996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7767003.000000 Penalty: 5459.605957
	Iteration 46Q: 3 clusters Score -7767003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7766986.500000 Penalty: 5459.605957
	Iteration 47Q: 3 clusters Score -7766986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7766990.000000 Penalty: 5459.605957
	Iteration 48Q: 3 clusters Score -7766990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7767005.500000 Penalty: 5459.605957
	Iteration 49Q: 3 clusters Score -7767006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7767005.500000 Penalty: 5459.605957
	Iteration 50Q: 3 clusters Score -7767006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7767011.500000 Penalty: 5459.605957
	Iteration 51Q: 3 clusters Score -7767012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7767022.000000 Penalty: 5459.605957
	Iteration 52Q: 3 clusters Score -7767022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7767020.000000 Penalty: 5459.605957
	Iteration 53Q: 3 clusters Score -7767020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7767026.500000 Penalty: 5459.605957
	Iteration 54Q: 3 clusters Score -7767026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7767029.500000 Penalty: 5459.605957
	Iteration 55Q: 3 clusters Score -7767030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7767036.500000 Penalty: 5459.605957
	Iteration 56Q: 3 clusters Score -7767036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7767035.000000 Penalty: 5459.605957
	Iteration 57Q: 3 clusters Score -7767035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7767033.000000 Penalty: 5459.605957
	Iteration 58Q: 3 clusters Score -7767033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7767036.500000 Penalty: 5459.605957
	Iteration 59Q: 3 clusters Score -7767036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7767040.500000 Penalty: 5459.605957
	Iteration 60F: 3 clusters Score -7767040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7767037.000000 Penalty: 5459.605957
	Iteration 61Q: 3 clusters Score -7767037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7767031.000000 Penalty: 5459.605957
	Iteration 62Q: 3 clusters Score -7767031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7767030.500000 Penalty: 5459.605957
	Iteration 63Q: 3 clusters Score -7767030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7767032.000000 Penalty: 5459.605957
	Iteration 64Q: 3 clusters Score -7767032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7767039.000000 Penalty: 5459.605957
	Iteration 65Q: 3 clusters Score -7767039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7767036.000000 Penalty: 5459.605957
	Iteration 66Q: 3 clusters Score -7767036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7767049.500000 Penalty: 5459.605957
	Iteration 67Q: 3 clusters Score -7767050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7767056.500000 Penalty: 5459.605957
	Iteration 68Q: 3 clusters Score -7767056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7767051.500000 Penalty: 5459.605957
	Iteration 69Q: 3 clusters Score -7767052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7767053.000000 Penalty: 5459.605957
	Iteration 70Q: 3 clusters Score -7767053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7767050.500000 Penalty: 5459.605957
	Iteration 71Q: 3 clusters Score -7767050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7767056.000000 Penalty: 5459.605957
	Iteration 72Q: 3 clusters Score -7767056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7767055.000000 Penalty: 5459.605957
	Iteration 73Q: 3 clusters Score -7767055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7767063.500000 Penalty: 5459.605957
	Iteration 74Q: 3 clusters Score -7767064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7767064.500000 Penalty: 5459.605957
	Iteration 75Q: 3 clusters Score -7767064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7767065.000000 Penalty: 5459.605957
	Iteration 76Q: 3 clusters Score -7767065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7767066.500000 Penalty: 5459.605957
	Iteration 77Q: 3 clusters Score -7767066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7767069.500000 Penalty: 5459.605957
	Iteration 78Q: 3 clusters Score -7767070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7767063.500000 Penalty: 5459.605957
	Iteration 79Q: 3 clusters Score -7767064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7767068.500000 Penalty: 5459.605957
	Iteration 80F: 3 clusters Score -7767068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -657819.125000 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -657819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -653225.000000 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -653225 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -654258.562500 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -654258.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -654441.875000 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -654441.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -654562.375000 Penalty: 4243.886230
	Iteration 3Q: 3 clusters Score -654562.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -654650.687500 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -654650.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -654707.812500 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -654707.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -654754.500000 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -654754.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -654782.437500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -654782.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -654818.750000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -654818.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -654843.750000 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -654843.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -654871.250000 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -654871.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -654896.250000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -654896.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -654920.687500 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -654920.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -654942.312500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -654942.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -654963.625000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -654963.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654988.250000 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -654988.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -655017.062500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -655017.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -655042.375000 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -655042.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -655068.125000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -655068.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -655091.437500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -655091.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -655116.125000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -655116.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -655142.375000 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -655142.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -655171.687500 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -655171.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -655206.625000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -655206.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655245.250000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -655245.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -655278.187500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -655278.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -655319.375000 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -655319.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -655352.062500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -655352.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -655379.750000 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -655379.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -655407.312500 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -655407.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -655436.500000 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -655436.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -655458.000000 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -655458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -655477.750000 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -655477.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -655508.875000 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -655508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -655551.500000 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -655551.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -655590.187500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -655590.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -655631.687500 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -655631.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -655663.187500 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -655663.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -655695.875000 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -655695.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -655722.875000 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -655722.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -655753.375000 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -655753.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -655777.500000 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -655777.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -655802.375000 Penalty: 4243.886230
	Iteration 42Q: 3 clusters Score -655802.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -655827.687500 Penalty: 4243.886230
	Iteration 43Q: 3 clusters Score -655827.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -655848.687500 Penalty: 4243.886230
	Iteration 44Q: 3 clusters Score -655848.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -655864.937500 Penalty: 4243.886230
	Iteration 45Q: 3 clusters Score -655864.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -655883.312500 Penalty: 4243.886230
	Iteration 46Q: 3 clusters Score -655883.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -655899.750000 Penalty: 4243.886230
	Iteration 47Q: 3 clusters Score -655899.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -655911.687500 Penalty: 4243.886230
	Iteration 48Q: 3 clusters Score -655911.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -655922.812500 Penalty: 4243.886230
	Iteration 49Q: 3 clusters Score -655922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -655938.562500 Penalty: 4243.886230
	Iteration 50Q: 3 clusters Score -655938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -655950.187500 Penalty: 4243.886230
	Iteration 51Q: 3 clusters Score -655950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -655960.062500 Penalty: 4243.886230
	Iteration 52Q: 3 clusters Score -655960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -655968.125000 Penalty: 4243.886230
	Iteration 53Q: 3 clusters Score -655968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -655977.375000 Penalty: 4243.886230
	Iteration 54Q: 3 clusters Score -655977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -655980.687500 Penalty: 4243.886230
	Iteration 55Q: 3 clusters Score -655980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -655980.875000 Penalty: 4243.886230
	Iteration 56Q: 3 clusters Score -655980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -655981.625000 Penalty: 4243.886230
	Iteration 57Q: 3 clusters Score -655981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -655981.812500 Penalty: 4243.886230
	Iteration 58Q: 3 clusters Score -655981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -655981.750000 Penalty: 4243.886230
	Iteration 59Q: 3 clusters Score -655981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -655981.875000 Penalty: 4243.886230
	Iteration 60F: 3 clusters Score -655981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -655982.937500 Penalty: 4243.886230
	Iteration 61Q: 3 clusters Score -655982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -655983.125000 Penalty: 4243.886230
	Iteration 62Q: 3 clusters Score -655983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -655983.125000 Penalty: 4243.886230
	Iteration 63F: 3 clusters Score -655983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Entering Unmasked Estep 
Score: -2862066.750000 Penalty: 2480.759277
	Iteration 0F: 2 clusters Score -2862067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2846732.500000 Penalty: 4961.518555
	Iteration 0F: 3 clusters Score -2846732 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2851920.500000 Penalty: 4961.518555
	Iteration 1F: 3 clusters Score -2851920 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2852256.000000 Penalty: 4961.518555
	Iteration 2Q: 3 clusters Score -2852256 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2852488.250000 Penalty: 4961.518555
	Iteration 3Q: 3 clusters Score -2852488 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2852672.250000 Penalty: 4961.518555
	Iteration 4Q: 3 clusters Score -2852672 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2852858.500000 Penalty: 4961.518555
	Iteration 5Q: 3 clusters Score -2852858 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2852995.750000 Penalty: 4961.518555
	Iteration 6Q: 3 clusters Score -2852996 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2853162.250000 Penalty: 4961.518555
	Iteration 7Q: 3 clusters Score -2853162 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2853347.750000 Penalty: 4961.518555
	Iteration 8Q: 3 clusters Score -2853348 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2853549.750000 Penalty: 4961.518555
	Iteration 9Q: 3 clusters Score -2853550 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2853765.750000 Penalty: 4961.518555
	Iteration 10Q: 3 clusters Score -2853766 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2854037.500000 Penalty: 4961.518555
	Iteration 11Q: 3 clusters Score -2854038 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2854357.750000 Penalty: 4961.518555
	Iteration 12Q: 3 clusters Score -2854358 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2854792.000000 Penalty: 4961.518555
	Iteration 13Q: 3 clusters Score -2854792 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2855280.750000 Penalty: 4961.518555
	Iteration 14Q: 3 clusters Score -2855281 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2855898.000000 Penalty: 4961.518555
	Iteration 15Q: 3 clusters Score -2855898 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2856602.000000 Penalty: 4961.518555
	Iteration 16Q: 3 clusters Score -2856602 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2857200.750000 Penalty: 4961.518555
	Iteration 17Q: 3 clusters Score -2857201 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2857621.250000 Penalty: 4961.518555
	Iteration 18Q: 3 clusters Score -2857621 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2857826.250000 Penalty: 4961.518555
	Iteration 19Q: 3 clusters Score -2857826 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2857937.500000 Penalty: 4961.518555
	Iteration 20F: 3 clusters Score -2857938 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2858022.000000 Penalty: 4961.518555
	Iteration 21Q: 3 clusters Score -2858022 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2858094.250000 Penalty: 4961.518555
	Iteration 22Q: 3 clusters Score -2858094 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2858143.750000 Penalty: 4961.518555
	Iteration 23Q: 3 clusters Score -2858144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2858181.500000 Penalty: 4961.518555
	Iteration 24Q: 3 clusters Score -2858182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2858211.500000 Penalty: 4961.518555
	Iteration 25Q: 3 clusters Score -2858212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2858246.500000 Penalty: 4961.518555
	Iteration 26Q: 3 clusters Score -2858246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2858287.000000 Penalty: 4961.518555
	Iteration 27Q: 3 clusters Score -2858287 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2858305.250000 Penalty: 4961.518555
	Iteration 28Q: 3 clusters Score -2858305 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2858332.500000 Penalty: 4961.518555
	Iteration 29Q: 3 clusters Score -2858332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2858349.500000 Penalty: 4961.518555
	Iteration 30Q: 3 clusters Score -2858350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2858368.750000 Penalty: 4961.518555
	Iteration 31Q: 3 clusters Score -2858369 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2858380.000000 Penalty: 4961.518555
	Iteration 32Q: 3 clusters Score -2858380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2858404.000000 Penalty: 4961.518555
	Iteration 33Q: 3 clusters Score -2858404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2858406.750000 Penalty: 4961.518555
	Iteration 34Q: 3 clusters Score -2858407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2858431.000000 Penalty: 4961.518555
	Iteration 35Q: 3 clusters Score -2858431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2858441.250000 Penalty: 4961.518555
	Iteration 36Q: 3 clusters Score -2858441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2858451.250000 Penalty: 4961.518555
	Iteration 37Q: 3 clusters Score -2858451 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2858470.500000 Penalty: 4961.518555
	Iteration 38Q: 3 clusters Score -2858470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2858482.750000 Penalty: 4961.518555
	Iteration 39Q: 3 clusters Score -2858483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2858489.500000 Penalty: 4961.518555
	Iteration 40F: 3 clusters Score -2858490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2858505.000000 Penalty: 4961.518555
	Iteration 41Q: 3 clusters Score -2858505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2858518.750000 Penalty: 4961.518555
	Iteration 42Q: 3 clusters Score -2858519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2858526.500000 Penalty: 4961.518555
	Iteration 43Q: 3 clusters Score -2858526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2858539.000000 Penalty: 4961.518555
	Iteration 44Q: 3 clusters Score -2858539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2858559.750000 Penalty: 4961.518555
	Iteration 45Q: 3 clusters Score -2858560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2858559.500000 Penalty: 4961.518555
	Iteration 46Q: 3 clusters Score -2858560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2858566.000000 Penalty: 4961.518555
	Iteration 47Q: 3 clusters Score -2858566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2858585.500000 Penalty: 4961.518555
	Iteration 48Q: 3 clusters Score -2858586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2858593.500000 Penalty: 4961.518555
	Iteration 49Q: 3 clusters Score -2858594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2858619.250000 Penalty: 4961.518555
	Iteration 50Q: 3 clusters Score -2858619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2858635.500000 Penalty: 4961.518555
	Iteration 51Q: 3 clusters Score -2858636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2858655.750000 Penalty: 4961.518555
	Iteration 52Q: 3 clusters Score -2858656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2858672.250000 Penalty: 4961.518555
	Iteration 53Q: 3 clusters Score -2858672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2858684.500000 Penalty: 4961.518555
	Iteration 54Q: 3 clusters Score -2858684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2858687.750000 Penalty: 4961.518555
	Iteration 55Q: 3 clusters Score -2858688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2858700.250000 Penalty: 4961.518555
	Iteration 56Q: 3 clusters Score -2858700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2858718.250000 Penalty: 4961.518555
	Iteration 57Q: 3 clusters Score -2858718 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2858732 nChanged 76
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Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2858746 nChanged 85
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Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2858766 nChanged 82
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Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2858774 nChanged 95
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Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6155 members 
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	Iteration 62Q: 3 clusters Score -2858791 nChanged 97
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Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2858815 nChanged 71
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5991 members 
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	Iteration 64Q: 3 clusters Score -2858831 nChanged 75
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Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2858851 nChanged 71
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Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2858860 nChanged 90
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Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2858877 nChanged 78
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Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2858890 nChanged 78
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Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2858905 nChanged 73
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Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2858911 nChanged 87
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Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2858938 nChanged 108
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Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2858962 nChanged 109
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Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2859018 nChanged 104
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Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2859062 nChanged 117
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Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2859074 nChanged 114
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Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2859104 nChanged 106
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Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 4575 members 
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	Iteration 79Q: 3 clusters Score -2859123 nChanged 113
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Mstep: Class 1 contains 17632 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2859159 nChanged 98
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Mstep: Class 1 contains 17730 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2859183 nChanged 110
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Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 4254 members 
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	Iteration 82Q: 3 clusters Score -2859217 nChanged 123
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Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 4131 members 
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Mstep: Class 1 contains 18081 members 
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	Iteration 84Q: 3 clusters Score -2859278 nChanged 115
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Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2859309 nChanged 92
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Mstep: Class 1 contains 18288 members 
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	Iteration 86Q: 3 clusters Score -2859338 nChanged 80
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Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2859357 nChanged 90
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Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3636 members 
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Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 3531 members 
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	Iteration 89Q: 3 clusters Score -2859412 nChanged 98
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Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 3435 members 
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	Iteration 90Q: 3 clusters Score -2859435 nChanged 99
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Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2859470 nChanged 83
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Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2859474 nChanged 81
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Mstep: Class 1 contains 18922 members 
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	Iteration 93Q: 3 clusters Score -2859502 nChanged 82
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Mstep: Class 1 contains 19004 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2859516 nChanged 67
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Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2859535 nChanged 61
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Mstep: Class 1 contains 19132 members 
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	Iteration 96Q: 3 clusters Score -2859548 nChanged 63
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Mstep: Class 1 contains 19195 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2859565 nChanged 53
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Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2859577 nChanged 53
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Mstep: Class 1 contains 19301 members 
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	Iteration 99Q: 3 clusters Score -2859590 nChanged 48
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Mstep: Class 1 contains 19349 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2859608 nChanged 48
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Mstep: Class 1 contains 19397 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2859612 nChanged 45
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Mstep: Class 1 contains 19442 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2859627 nChanged 36
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Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2859625 nChanged 35
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Mstep: Class 1 contains 19513 members 
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	Iteration 104Q: 3 clusters Score -2859640 nChanged 40
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Mstep: Class 1 contains 19553 members 
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	Iteration 105Q: 3 clusters Score -2859660 nChanged 39
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Mstep: Class 1 contains 19592 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2859672 nChanged 34
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Mstep: Class 1 contains 19626 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2859680 nChanged 32
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Mstep: Class 1 contains 19656 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2859688 nChanged 34
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Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2859692 nChanged 43
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Mstep: Class 1 contains 19731 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2859706 nChanged 40
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Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2859712 nChanged 29
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Mstep: Class 1 contains 19800 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2859727 nChanged 28
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Mstep: Class 1 contains 19828 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2859734 nChanged 28
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Mstep: Class 1 contains 19856 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2859728 nChanged 18
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Mstep: Class 1 contains 19872 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2859740 nChanged 22
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Mstep: Class 1 contains 19892 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2859748 nChanged 17
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Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2859746 nChanged 19
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Mstep: Class 1 contains 19928 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2859758 nChanged 17
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Mstep: Class 1 contains 19945 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2859762 nChanged 22
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Mstep: Class 1 contains 19967 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2859766 nChanged 19
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Mstep: Class 1 contains 19986 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2859776 nChanged 17
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Mstep: Class 1 contains 20003 members 
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	Iteration 122Q: 3 clusters Score -2859786 nChanged 24
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Mstep: Class 1 contains 20027 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2859790 nChanged 25
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Mstep: Class 1 contains 20050 members 
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	Iteration 124Q: 3 clusters Score -2859794 nChanged 16
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Mstep: Class 1 contains 20066 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2859801 nChanged 21
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Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2859796 nChanged 17
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Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2859800 nChanged 15
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Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2859794 nChanged 13
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Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2859800 nChanged 14
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Mstep: Class 1 contains 20146 members 
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Entering Unmasked Estep 
Score: -2859805.000000 Penalty: 4961.518555
	Iteration 130Q: 3 clusters Score -2859805 nChanged 12
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Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2859806 nChanged 14
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Mstep: Class 1 contains 20172 members 
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	Iteration 132Q: 3 clusters Score -2859805 nChanged 17
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Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2859818.000000 Penalty: 4961.518555
	Iteration 133Q: 3 clusters Score -2859818 nChanged 8
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Entering Unmasked Estep 
Score: -2859812.750000 Penalty: 4961.518555
	Iteration 134Q: 3 clusters Score -2859813 nChanged 13
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Mstep: Class 1 contains 20208 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2859819 nChanged 11
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Mstep: Class 1 contains 20219 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2859820 nChanged 14
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Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2859823.250000 Penalty: 4961.518555
	Iteration 137Q: 3 clusters Score -2859823 nChanged 15
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2859827 nChanged 9
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Mstep: Class 1 contains 20257 members 
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Entering Unmasked Estep 
Score: -2859832.500000 Penalty: 4961.518555
	Iteration 139Q: 3 clusters Score -2859832 nChanged 5
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Mstep: Class 1 contains 20262 members 
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Entering Unmasked Estep 
Score: -2859836.250000 Penalty: 4961.518555
	Iteration 140F: 3 clusters Score -2859836 nChanged 5
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Mstep: Class 1 contains 20267 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2859834 nChanged 7
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	Iteration 142Q: 3 clusters Score -2859834 nChanged 5
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	Iteration 143Q: 3 clusters Score -2859832 nChanged 10
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	Iteration 144Q: 3 clusters Score -2859832 nChanged 8
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2859830 nChanged 7
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Entering Unmasked Estep 
Score: -2859831.250000 Penalty: 4961.518555
	Iteration 146Q: 3 clusters Score -2859831 nChanged 5
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	Iteration 147Q: 3 clusters Score -2859834 nChanged 3
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	Iteration 148Q: 3 clusters Score -2859836 nChanged 3
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	Iteration 149Q: 3 clusters Score -2859834 nChanged 3
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2859838 nChanged 7
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2859844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2859845.250000 Penalty: 4961.518555
	Iteration 152Q: 3 clusters Score -2859845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2859845.250000 Penalty: 4961.518555
	Iteration 153Q: 3 clusters Score -2859845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2859846.250000 Penalty: 4961.518555
	Iteration 154Q: 3 clusters Score -2859846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2859842.750000 Penalty: 4961.518555
	Iteration 155Q: 3 clusters Score -2859843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2859845.500000 Penalty: 4961.518555
	Iteration 156Q: 3 clusters Score -2859846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2859848.500000 Penalty: 4961.518555
	Iteration 157Q: 3 clusters Score -2859848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2859851.000000 Penalty: 4961.518555
	Iteration 158Q: 3 clusters Score -2859851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2859852.750000 Penalty: 4961.518555
	Iteration 159Q: 3 clusters Score -2859853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2859857.000000 Penalty: 4961.518555
	Iteration 160F: 3 clusters Score -2859857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2859855.250000 Penalty: 4961.518555
	Iteration 161Q: 3 clusters Score -2859855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2859855.250000 Penalty: 4961.518555
	Iteration 162Q: 3 clusters Score -2859855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2859858.000000 Penalty: 4961.518555
	Iteration 163Q: 3 clusters Score -2859858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2859863.750000 Penalty: 4961.518555
	Iteration 164Q: 3 clusters Score -2859864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2859863.500000 Penalty: 4961.518555
	Iteration 165Q: 3 clusters Score -2859864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2859865.000000 Penalty: 4961.518555
	Iteration 166Q: 3 clusters Score -2859865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2859864.250000 Penalty: 4961.518555
	Iteration 167Q: 3 clusters Score -2859864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2859864.250000 Penalty: 4961.518555
	Iteration 168Q: 3 clusters Score -2859864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2859869.250000 Penalty: 4961.518555
	Iteration 169Q: 3 clusters Score -2859869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2859864.750000 Penalty: 4961.518555
	Iteration 170Q: 3 clusters Score -2859865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2859867.750000 Penalty: 4961.518555
	Iteration 171Q: 3 clusters Score -2859868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2859867.750000 Penalty: 4961.518555
	Iteration 172F: 3 clusters Score -2859868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 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 190 members 
Entering Unmasked Estep 
Score: -40365.167969 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40365.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40495.039062 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40495.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40529.703125 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40552.386719 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40552.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40571.453125 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40571.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40588.527344 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -40588.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40591.878906 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -40591.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40591.878906 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -40591.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292420 members 
Entering Unmasked Estep 
Score: -37177852.000000 Penalty: 3121.314697
	Iteration 0F: 2 clusters Score -3.717785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146011 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -37001536.000000 Penalty: 6242.629395
	Iteration 0F: 3 clusters Score -3.700154e+07 nChanged 141819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -37085884.000000 Penalty: 6242.629395
	Iteration 1F: 3 clusters Score -3.708588e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -37086724.000000 Penalty: 6242.629395
	Iteration 2Q: 3 clusters Score -3.708672e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -37087884.000000 Penalty: 6242.629395
	Iteration 3Q: 3 clusters Score -3.708788e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -37089396.000000 Penalty: 6242.629395
	Iteration 4Q: 3 clusters Score -3.70894e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -37091396.000000 Penalty: 6242.629395
	Iteration 5Q: 3 clusters Score -3.70914e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -37095048.000000 Penalty: 6242.629395
	Iteration 6Q: 3 clusters Score -3.709505e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 184735 members 
Entering Unmasked Estep 
Score: -37101756.000000 Penalty: 6242.629395
	Iteration 7Q: 3 clusters Score -3.710176e+07 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 204203 members 
Entering Unmasked Estep 
Score: -37112944.000000 Penalty: 6242.629395
	Iteration 8F: 3 clusters Score -3.711294e+07 nChanged 24835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 229012 members 
Entering Unmasked Estep 
Score: -37130420.000000 Penalty: 6242.629395
	Iteration 9F: 3 clusters Score -3.713042e+07 nChanged 25721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 254727 members 
Entering Unmasked Estep 
Score: -37149188.000000 Penalty: 6242.629395
	Iteration 10F: 3 clusters Score -3.714919e+07 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 274054 members 
Entering Unmasked Estep 
Score: -37162204.000000 Penalty: 6242.629395
	Iteration 11F: 3 clusters Score -3.71622e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 284491 members 
Entering Unmasked Estep 
Score: -37169332.000000 Penalty: 6242.629395
	Iteration 12Q: 3 clusters Score -3.716933e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 288841 members 
Entering Unmasked Estep 
Score: -37172408.000000 Penalty: 6242.629395
	Iteration 13Q: 3 clusters Score -3.717241e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 290540 members 
Entering Unmasked Estep 
Score: -37173760.000000 Penalty: 6242.629395
	Iteration 14Q: 3 clusters Score -3.717376e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 291136 members 
Entering Unmasked Estep 
Score: -37174332.000000 Penalty: 6242.629395
	Iteration 15Q: 3 clusters Score -3.717433e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 291379 members 
Entering Unmasked Estep 
Score: -37174564.000000 Penalty: 6242.629395
	Iteration 16Q: 3 clusters Score -3.717456e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 291499 members 
Entering Unmasked Estep 
Score: -37174756.000000 Penalty: 6242.629395
	Iteration 17Q: 3 clusters Score -3.717476e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 291583 members 
Entering Unmasked Estep 
Score: -37174904.000000 Penalty: 6242.629395
	Iteration 18Q: 3 clusters Score -3.71749e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 291630 members 
Entering Unmasked Estep 
Score: -37174944.000000 Penalty: 6242.629395
	Iteration 19Q: 3 clusters Score -3.717494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 291664 members 
Entering Unmasked Estep 
Score: -37174984.000000 Penalty: 6242.629395
	Iteration 20F: 3 clusters Score -3.717498e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 291688 members 
Entering Unmasked Estep 
Score: -37175024.000000 Penalty: 6242.629395
	Iteration 21Q: 3 clusters Score -3.717502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 291688 members 
Entering Unmasked Estep 
Score: -37175028.000000 Penalty: 6242.629395
	Iteration 22Q: 3 clusters Score -3.717503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 291694 members 
Entering Unmasked Estep 
Score: -37175016.000000 Penalty: 6242.629395
	Iteration 23Q: 3 clusters Score -3.717502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 291699 members 
Entering Unmasked Estep 
Score: -37175048.000000 Penalty: 6242.629395
	Iteration 24Q: 3 clusters Score -3.717505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 291709 members 
Entering Unmasked Estep 
Score: -37175044.000000 Penalty: 6242.629395
	Iteration 25Q: 3 clusters Score -3.717504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 291712 members 
Entering Unmasked Estep 
Score: -37175052.000000 Penalty: 6242.629395
	Iteration 26Q: 3 clusters Score -3.717505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 291717 members 
Entering Unmasked Estep 
Score: -37175068.000000 Penalty: 6242.629395
	Iteration 27Q: 3 clusters Score -3.717507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 291721 members 
Entering Unmasked Estep 
Score: -37175060.000000 Penalty: 6242.629395
	Iteration 28Q: 3 clusters Score -3.717506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 291723 members 
Entering Unmasked Estep 
Score: -37175076.000000 Penalty: 6242.629395
	Iteration 29Q: 3 clusters Score -3.717508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 291726 members 
Entering Unmasked Estep 
Score: -37175096.000000 Penalty: 6242.629395
	Iteration 30Q: 3 clusters Score -3.71751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 291727 members 
Entering Unmasked Estep 
Score: -37175100.000000 Penalty: 6242.629395
	Iteration 31Q: 3 clusters Score -3.71751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 291730 members 
Entering Unmasked Estep 
Score: -37175080.000000 Penalty: 6242.629395
	Iteration 32Q: 3 clusters Score -3.717508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 291732 members 
Entering Unmasked Estep 
Score: -37175092.000000 Penalty: 6242.629395
	Iteration 33Q: 3 clusters Score -3.717509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 291733 members 
Entering Unmasked Estep 
Score: -37175092.000000 Penalty: 6242.629395
	Iteration 34Q: 3 clusters Score -3.717509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 291734 members 
Entering Unmasked Estep 
Score: -37175068.000000 Penalty: 6242.629395
	Iteration 35Q: 3 clusters Score -3.717507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 291735 members 
Entering Unmasked Estep 
Score: -37175104.000000 Penalty: 6242.629395
	Iteration 36Q: 3 clusters Score -3.71751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 291735 members 
Entering Unmasked Estep 
Score: -37175112.000000 Penalty: 6242.629395
	Iteration 37Q: 3 clusters Score -3.717511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 291738 members 
Entering Unmasked Estep 
Score: -37175112.000000 Penalty: 6242.629395
	Iteration 38Q: 3 clusters Score -3.717511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 291738 members 
Entering Unmasked Estep 
Score: -37175108.000000 Penalty: 6242.629395
	Iteration 39Q: 3 clusters Score -3.717511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 291739 members 
Entering Unmasked Estep 
Score: -37175116.000000 Penalty: 6242.629395
	Iteration 40F: 3 clusters Score -3.717512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 291741 members 
Entering Unmasked Estep 
Score: -37175116.000000 Penalty: 6242.629395
	Iteration 41Q: 3 clusters Score -3.717512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 291742 members 
Entering Unmasked Estep 
Score: -37175128.000000 Penalty: 6242.629395
	Iteration 42Q: 3 clusters Score -3.717513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 291744 members 
Entering Unmasked Estep 
Score: -37175120.000000 Penalty: 6242.629395
	Iteration 43Q: 3 clusters Score -3.717512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 291749 members 
Entering Unmasked Estep 
Score: -37175096.000000 Penalty: 6242.629395
	Iteration 44Q: 3 clusters Score -3.71751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 291751 members 
Entering Unmasked Estep 
Score: -37175116.000000 Penalty: 6242.629395
	Iteration 45Q: 3 clusters Score -3.717512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 291752 members 
Entering Unmasked Estep 
Score: -37175124.000000 Penalty: 6242.629395
	Iteration 46Q: 3 clusters Score -3.717512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 291752 members 
Entering Unmasked Estep 
Score: -37175124.000000 Penalty: 6242.629395
	Iteration 47F: 3 clusters Score -3.717512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -294167.156250 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -294167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291264.656250 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -291264.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -291815.125000 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -291815.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291979.531250 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -291979.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -292122.312500 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -292122.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -292270.625000 Penalty: 3869.692871
	Iteration 4F: 3 clusters Score -292270.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -292411.968750 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -292412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -292552.625000 Penalty: 3869.692871
	Iteration 6F: 3 clusters Score -292552.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292676.500000 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -292676.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -292759.781250 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -292759.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -292804.343750 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -292804.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -292840.937500 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -292840.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -292868.593750 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -292868.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -292886.031250 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -292886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -292894.187500 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -292894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292906.250000 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -292906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -292912.187500 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -292912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292916.906250 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -292916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292921.312500 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -292921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -292924.406250 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -292924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292927.281250 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -292927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -292928.531250 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -292928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292928.875000 Penalty: 3869.692871
	Iteration 21Q: 3 clusters Score -292928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292930.281250 Penalty: 3869.692871
	Iteration 22Q: 3 clusters Score -292930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -292932.187500 Penalty: 3869.692871
	Iteration 23Q: 3 clusters Score -292932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -292932.187500 Penalty: 3869.692871
	Iteration 24F: 3 clusters Score -292932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Entering Unmasked Estep 
Score: -5857314.000000 Penalty: 2667.087646
	Iteration 0F: 2 clusters Score -5857314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5825696.000000 Penalty: 5334.175293
	Iteration 0F: 3 clusters Score -5825696 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5837474.000000 Penalty: 5334.175293
	Iteration 1F: 3 clusters Score -5837474 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5838002.000000 Penalty: 5334.175293
	Iteration 2Q: 3 clusters Score -5838002 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5838549.000000 Penalty: 5334.175293
	Iteration 3Q: 3 clusters Score -5838549 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -5839106.000000 Penalty: 5334.175293
	Iteration 4Q: 3 clusters Score -5839106 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -5839940.500000 Penalty: 5334.175293
	Iteration 5Q: 3 clusters Score -5839940 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5841175.500000 Penalty: 5334.175293
	Iteration 6F: 3 clusters Score -5841176 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -5842836.500000 Penalty: 5334.175293
	Iteration 7F: 3 clusters Score -5842836 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -5845026.000000 Penalty: 5334.175293
	Iteration 8F: 3 clusters Score -5845026 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5847406.000000 Penalty: 5334.175293
	Iteration 9F: 3 clusters Score -5847406 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5849813.500000 Penalty: 5334.175293
	Iteration 10F: 3 clusters Score -5849814 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5851912.000000 Penalty: 5334.175293
	Iteration 11Q: 3 clusters Score -5851912 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5853345.500000 Penalty: 5334.175293
	Iteration 12Q: 3 clusters Score -5853346 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5854163.000000 Penalty: 5334.175293
	Iteration 13Q: 3 clusters Score -5854163 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5854536.500000 Penalty: 5334.175293
	Iteration 14Q: 3 clusters Score -5854536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5854724.000000 Penalty: 5334.175293
	Iteration 15Q: 3 clusters Score -5854724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5854832.000000 Penalty: 5334.175293
	Iteration 16Q: 3 clusters Score -5854832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5854894.000000 Penalty: 5334.175293
	Iteration 17Q: 3 clusters Score -5854894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5854932.000000 Penalty: 5334.175293
	Iteration 18Q: 3 clusters Score -5854932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5854957.000000 Penalty: 5334.175293
	Iteration 19Q: 3 clusters Score -5854957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5854970.500000 Penalty: 5334.175293
	Iteration 20F: 3 clusters Score -5854970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5854967.000000 Penalty: 5334.175293
	Iteration 21Q: 3 clusters Score -5854967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5854967.500000 Penalty: 5334.175293
	Iteration 22Q: 3 clusters Score -5854968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5854968.500000 Penalty: 5334.175293
	Iteration 23Q: 3 clusters Score -5854968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5854968.500000 Penalty: 5334.175293
	Iteration 24F: 3 clusters Score -5854968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -741765.125000 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -741765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -736649.625000 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -736649.6 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -738200.062500 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -738200.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -738663.375000 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -738663.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -739139.187500 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -739139.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -739519.000000 Penalty: 4319.321289
	Iteration 4F: 3 clusters Score -739519 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -739800.812500 Penalty: 4319.321289
	Iteration 5F: 3 clusters Score -739800.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -740039.250000 Penalty: 4319.321289
	Iteration 6F: 3 clusters Score -740039.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -740191.812500 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -740191.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -740293.187500 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -740293.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -740362.562500 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -740362.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -740416.437500 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -740416.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -740444.312500 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -740444.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -740462.437500 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -740462.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -740474.125000 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -740474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -740481.250000 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -740481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -740484.812500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -740484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -740488.500000 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -740488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -740489.750000 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -740489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -740489.625000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -740489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -740489.625000 Penalty: 4319.321289
	Iteration 19F: 3 clusters Score -740489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Entering Unmasked Estep 
Score: -2997985.750000 Penalty: 2492.434326
	Iteration 0F: 2 clusters Score -2997986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2981865.500000 Penalty: 4984.868652
	Iteration 0F: 3 clusters Score -2981866 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2987329.750000 Penalty: 4984.868652
	Iteration 1F: 3 clusters Score -2987330 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2987748.500000 Penalty: 4984.868652
	Iteration 2Q: 3 clusters Score -2987748 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2988077.000000 Penalty: 4984.868652
	Iteration 3Q: 3 clusters Score -2988077 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2988415.000000 Penalty: 4984.868652
	Iteration 4Q: 3 clusters Score -2988415 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2988770.750000 Penalty: 4984.868652
	Iteration 5Q: 3 clusters Score -2988771 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2989197.250000 Penalty: 4984.868652
	Iteration 6Q: 3 clusters Score -2989197 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2989724.750000 Penalty: 4984.868652
	Iteration 7Q: 3 clusters Score -2989725 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2990383.250000 Penalty: 4984.868652
	Iteration 8F: 3 clusters Score -2990383 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2991216.750000 Penalty: 4984.868652
	Iteration 9F: 3 clusters Score -2991217 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2992228.500000 Penalty: 4984.868652
	Iteration 10F: 3 clusters Score -2992228 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2993178.500000 Penalty: 4984.868652
	Iteration 11F: 3 clusters Score -2993178 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2993858.750000 Penalty: 4984.868652
	Iteration 12Q: 3 clusters Score -2993859 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2994268.500000 Penalty: 4984.868652
	Iteration 13Q: 3 clusters Score -2994268 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2994509.250000 Penalty: 4984.868652
	Iteration 14Q: 3 clusters Score -2994509 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2994673.500000 Penalty: 4984.868652
	Iteration 15Q: 3 clusters Score -2994674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2994801.250000 Penalty: 4984.868652
	Iteration 16Q: 3 clusters Score -2994801 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2994907.750000 Penalty: 4984.868652
	Iteration 17Q: 3 clusters Score -2994908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2994976.500000 Penalty: 4984.868652
	Iteration 18Q: 3 clusters Score -2994976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2995053.250000 Penalty: 4984.868652
	Iteration 19Q: 3 clusters Score -2995053 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2995119.250000 Penalty: 4984.868652
	Iteration 20F: 3 clusters Score -2995119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2995155.500000 Penalty: 4984.868652
	Iteration 21Q: 3 clusters Score -2995156 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2995204.250000 Penalty: 4984.868652
	Iteration 22Q: 3 clusters Score -2995204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2995252.500000 Penalty: 4984.868652
	Iteration 23Q: 3 clusters Score -2995252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2995279.500000 Penalty: 4984.868652
	Iteration 24Q: 3 clusters Score -2995280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2995335.500000 Penalty: 4984.868652
	Iteration 25Q: 3 clusters Score -2995336 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2995386.250000 Penalty: 4984.868652
	Iteration 26Q: 3 clusters Score -2995386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2995437.750000 Penalty: 4984.868652
	Iteration 27Q: 3 clusters Score -2995438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2995483.500000 Penalty: 4984.868652
	Iteration 28Q: 3 clusters Score -2995484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2995517.750000 Penalty: 4984.868652
	Iteration 29Q: 3 clusters Score -2995518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2995552.500000 Penalty: 4984.868652
	Iteration 30Q: 3 clusters Score -2995552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2995577.750000 Penalty: 4984.868652
	Iteration 31Q: 3 clusters Score -2995578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2995606.000000 Penalty: 4984.868652
	Iteration 32Q: 3 clusters Score -2995606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2995622.500000 Penalty: 4984.868652
	Iteration 33Q: 3 clusters Score -2995622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2995650.000000 Penalty: 4984.868652
	Iteration 34Q: 3 clusters Score -2995650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2995660.750000 Penalty: 4984.868652
	Iteration 35Q: 3 clusters Score -2995661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2995665.500000 Penalty: 4984.868652
	Iteration 36Q: 3 clusters Score -2995666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2995680.500000 Penalty: 4984.868652
	Iteration 37Q: 3 clusters Score -2995680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2995693.000000 Penalty: 4984.868652
	Iteration 38Q: 3 clusters Score -2995693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2995690.250000 Penalty: 4984.868652
	Iteration 39Q: 3 clusters Score -2995690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2995703.750000 Penalty: 4984.868652
	Iteration 40F: 3 clusters Score -2995704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2995717.500000 Penalty: 4984.868652
	Iteration 41Q: 3 clusters Score -2995718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2995726.000000 Penalty: 4984.868652
	Iteration 42Q: 3 clusters Score -2995726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2995736.000000 Penalty: 4984.868652
	Iteration 43Q: 3 clusters Score -2995736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2995742.000000 Penalty: 4984.868652
	Iteration 44Q: 3 clusters Score -2995742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2995744.500000 Penalty: 4984.868652
	Iteration 45Q: 3 clusters Score -2995744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2995756.250000 Penalty: 4984.868652
	Iteration 46Q: 3 clusters Score -2995756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2995762.750000 Penalty: 4984.868652
	Iteration 47Q: 3 clusters Score -2995763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2995765.000000 Penalty: 4984.868652
	Iteration 48Q: 3 clusters Score -2995765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2995771.500000 Penalty: 4984.868652
	Iteration 49Q: 3 clusters Score -2995772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2995772.500000 Penalty: 4984.868652
	Iteration 50Q: 3 clusters Score -2995772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2995781.500000 Penalty: 4984.868652
	Iteration 51Q: 3 clusters Score -2995782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2995796.000000 Penalty: 4984.868652
	Iteration 52Q: 3 clusters Score -2995796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2995805.750000 Penalty: 4984.868652
	Iteration 53Q: 3 clusters Score -2995806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2995807.000000 Penalty: 4984.868652
	Iteration 54Q: 3 clusters Score -2995807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2995817.250000 Penalty: 4984.868652
	Iteration 55Q: 3 clusters Score -2995817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2995824.000000 Penalty: 4984.868652
	Iteration 56Q: 3 clusters Score -2995824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2995833.000000 Penalty: 4984.868652
	Iteration 57Q: 3 clusters Score -2995833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2995849.000000 Penalty: 4984.868652
	Iteration 58Q: 3 clusters Score -2995849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2995864.500000 Penalty: 4984.868652
	Iteration 59Q: 3 clusters Score -2995864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2995874.500000 Penalty: 4984.868652
	Iteration 60F: 3 clusters Score -2995874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2995882.500000 Penalty: 4984.868652
	Iteration 61Q: 3 clusters Score -2995882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2995885.750000 Penalty: 4984.868652
	Iteration 62Q: 3 clusters Score -2995886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2995891.000000 Penalty: 4984.868652
	Iteration 63Q: 3 clusters Score -2995891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2995903.000000 Penalty: 4984.868652
	Iteration 64Q: 3 clusters Score -2995903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2995907.000000 Penalty: 4984.868652
	Iteration 65Q: 3 clusters Score -2995907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2995910.500000 Penalty: 4984.868652
	Iteration 66Q: 3 clusters Score -2995910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2995916.250000 Penalty: 4984.868652
	Iteration 67Q: 3 clusters Score -2995916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2995923.500000 Penalty: 4984.868652
	Iteration 68Q: 3 clusters Score -2995924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2995921.500000 Penalty: 4984.868652
	Iteration 69Q: 3 clusters Score -2995922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2995924.750000 Penalty: 4984.868652
	Iteration 70Q: 3 clusters Score -2995925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2995927.500000 Penalty: 4984.868652
	Iteration 71Q: 3 clusters Score -2995928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2995932.250000 Penalty: 4984.868652
	Iteration 72Q: 3 clusters Score -2995932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2995936.000000 Penalty: 4984.868652
	Iteration 73Q: 3 clusters Score -2995936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2995936.500000 Penalty: 4984.868652
	Iteration 74Q: 3 clusters Score -2995936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2995940.500000 Penalty: 4984.868652
	Iteration 75Q: 3 clusters Score -2995940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2995943.500000 Penalty: 4984.868652
	Iteration 76Q: 3 clusters Score -2995944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2995951.000000 Penalty: 4984.868652
	Iteration 77Q: 3 clusters Score -2995951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2995955.250000 Penalty: 4984.868652
	Iteration 78Q: 3 clusters Score -2995955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2995956.500000 Penalty: 4984.868652
	Iteration 79Q: 3 clusters Score -2995956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2995960.000000 Penalty: 4984.868652
	Iteration 80F: 3 clusters Score -2995960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2995963.250000 Penalty: 4984.868652
	Iteration 81Q: 3 clusters Score -2995963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2995962.750000 Penalty: 4984.868652
	Iteration 82Q: 3 clusters Score -2995963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2995972.750000 Penalty: 4984.868652
	Iteration 83Q: 3 clusters Score -2995973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2995978.750000 Penalty: 4984.868652
	Iteration 84Q: 3 clusters Score -2995979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2995977.500000 Penalty: 4984.868652
	Iteration 85Q: 3 clusters Score -2995978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2995987.250000 Penalty: 4984.868652
	Iteration 86Q: 3 clusters Score -2995987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2995987.750000 Penalty: 4984.868652
	Iteration 87Q: 3 clusters Score -2995988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2995996.500000 Penalty: 4984.868652
	Iteration 88Q: 3 clusters Score -2995996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2996000.000000 Penalty: 4984.868652
	Iteration 89Q: 3 clusters Score -2996000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2996009.250000 Penalty: 4984.868652
	Iteration 90Q: 3 clusters Score -2996009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2996007.750000 Penalty: 4984.868652
	Iteration 91Q: 3 clusters Score -2996008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2996010.500000 Penalty: 4984.868652
	Iteration 92Q: 3 clusters Score -2996010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2996017.500000 Penalty: 4984.868652
	Iteration 93Q: 3 clusters Score -2996018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2996015.750000 Penalty: 4984.868652
	Iteration 94Q: 3 clusters Score -2996016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2996017.000000 Penalty: 4984.868652
	Iteration 95Q: 3 clusters Score -2996017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2996023.750000 Penalty: 4984.868652
	Iteration 96Q: 3 clusters Score -2996024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2996026.000000 Penalty: 4984.868652
	Iteration 97Q: 3 clusters Score -2996026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2996025.750000 Penalty: 4984.868652
	Iteration 98Q: 3 clusters Score -2996026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2996021.500000 Penalty: 4984.868652
	Iteration 99Q: 3 clusters Score -2996022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2996024.250000 Penalty: 4984.868652
	Iteration 100F: 3 clusters Score -2996024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2996025.750000 Penalty: 4984.868652
	Iteration 101Q: 3 clusters Score -2996026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2996031.250000 Penalty: 4984.868652
	Iteration 102Q: 3 clusters Score -2996031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2996036.000000 Penalty: 4984.868652
	Iteration 103Q: 3 clusters Score -2996036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2996031.250000 Penalty: 4984.868652
	Iteration 104Q: 3 clusters Score -2996031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2996029.750000 Penalty: 4984.868652
	Iteration 105Q: 3 clusters Score -2996030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2996031.000000 Penalty: 4984.868652
	Iteration 106Q: 3 clusters Score -2996031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2996038.000000 Penalty: 4984.868652
	Iteration 107Q: 3 clusters Score -2996038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2996038.750000 Penalty: 4984.868652
	Iteration 108Q: 3 clusters Score -2996039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2996040.500000 Penalty: 4984.868652
	Iteration 109Q: 3 clusters Score -2996040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2996040.000000 Penalty: 4984.868652
	Iteration 110Q: 3 clusters Score -2996040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2996044.500000 Penalty: 4984.868652
	Iteration 111Q: 3 clusters Score -2996044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2996041.750000 Penalty: 4984.868652
	Iteration 112Q: 3 clusters Score -2996042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2996044.000000 Penalty: 4984.868652
	Iteration 113Q: 3 clusters Score -2996044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2996045.750000 Penalty: 4984.868652
	Iteration 114Q: 3 clusters Score -2996046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2996049.500000 Penalty: 4984.868652
	Iteration 115Q: 3 clusters Score -2996050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2996045.250000 Penalty: 4984.868652
	Iteration 116Q: 3 clusters Score -2996045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2996052.500000 Penalty: 4984.868652
	Iteration 117Q: 3 clusters Score -2996052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2996053.000000 Penalty: 4984.868652
	Iteration 118Q: 3 clusters Score -2996053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2996053.500000 Penalty: 4984.868652
	Iteration 119Q: 3 clusters Score -2996054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2996060.500000 Penalty: 4984.868652
	Iteration 120F: 3 clusters Score -2996060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2996060.250000 Penalty: 4984.868652
	Iteration 121Q: 3 clusters Score -2996060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2996054.250000 Penalty: 4984.868652
	Iteration 122Q: 3 clusters Score -2996054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2996060.750000 Penalty: 4984.868652
	Iteration 123Q: 3 clusters Score -2996061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2996062.750000 Penalty: 4984.868652
	Iteration 124Q: 3 clusters Score -2996063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2996066.750000 Penalty: 4984.868652
	Iteration 125Q: 3 clusters Score -2996067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2996063.250000 Penalty: 4984.868652
	Iteration 126Q: 3 clusters Score -2996063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2996068.500000 Penalty: 4984.868652
	Iteration 127Q: 3 clusters Score -2996068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2996067.500000 Penalty: 4984.868652
	Iteration 128Q: 3 clusters Score -2996068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2996067.750000 Penalty: 4984.868652
	Iteration 129Q: 3 clusters Score -2996068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2996069.500000 Penalty: 4984.868652
	Iteration 130Q: 3 clusters Score -2996070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2996073.500000 Penalty: 4984.868652
	Iteration 131Q: 3 clusters Score -2996074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2996073.750000 Penalty: 4984.868652
	Iteration 132Q: 3 clusters Score -2996074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2996072.250000 Penalty: 4984.868652
	Iteration 133Q: 3 clusters Score -2996072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2996072.000000 Penalty: 4984.868652
	Iteration 134Q: 3 clusters Score -2996072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2996072.000000 Penalty: 4984.868652
	Iteration 135F: 3 clusters Score -2996072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2165561.750000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -2165562 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 8334 members 
Entering Unmasked Estep 
Score: -2153600.500000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -2153600 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2157387.250000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -2157387 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2157700.750000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -2157701 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2157937.250000 Penalty: 4822.808594
	Iteration 3Q: 3 clusters Score -2157937 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2158123.250000 Penalty: 4822.808594
	Iteration 4Q: 3 clusters Score -2158123 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2158300.750000 Penalty: 4822.808594
	Iteration 5Q: 3 clusters Score -2158301 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2158487.250000 Penalty: 4822.808594
	Iteration 6Q: 3 clusters Score -2158487 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2158688.250000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -2158688 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2158977.250000 Penalty: 4822.808594
	Iteration 8Q: 3 clusters Score -2158977 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2159366.500000 Penalty: 4822.808594
	Iteration 9Q: 3 clusters Score -2159366 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2159898.000000 Penalty: 4822.808594
	Iteration 10F: 3 clusters Score -2159898 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2160535.000000 Penalty: 4822.808594
	Iteration 11F: 3 clusters Score -2160535 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2161200.250000 Penalty: 4822.808594
	Iteration 12F: 3 clusters Score -2161200 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2161838.000000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -2161838 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2162380.250000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -2162380 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2162721.000000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -2162721 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2162944.000000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -2162944 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2163110.250000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -2163110 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2163232.250000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -2163232 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2163329.000000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -2163329 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2163405.250000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -2163405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2163455.750000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -2163456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2163491.000000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -2163491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2163523.250000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -2163523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2163541.500000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -2163542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2163557.000000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -2163557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2163573.000000 Penalty: 4822.808594
	Iteration 26Q: 3 clusters Score -2163573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2163587.750000 Penalty: 4822.808594
	Iteration 27Q: 3 clusters Score -2163588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2163604.750000 Penalty: 4822.808594
	Iteration 28Q: 3 clusters Score -2163605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2163613.000000 Penalty: 4822.808594
	Iteration 29Q: 3 clusters Score -2163613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2163625.750000 Penalty: 4822.808594
	Iteration 30Q: 3 clusters Score -2163626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2163628.000000 Penalty: 4822.808594
	Iteration 31Q: 3 clusters Score -2163628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2163629.250000 Penalty: 4822.808594
	Iteration 32Q: 3 clusters Score -2163629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2163639.000000 Penalty: 4822.808594
	Iteration 33Q: 3 clusters Score -2163639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2163637.500000 Penalty: 4822.808594
	Iteration 34Q: 3 clusters Score -2163638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2163638.750000 Penalty: 4822.808594
	Iteration 35Q: 3 clusters Score -2163639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2163644.250000 Penalty: 4822.808594
	Iteration 36Q: 3 clusters Score -2163644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2163647.250000 Penalty: 4822.808594
	Iteration 37Q: 3 clusters Score -2163647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2163647.000000 Penalty: 4822.808594
	Iteration 38Q: 3 clusters Score -2163647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2163647.500000 Penalty: 4822.808594
	Iteration 39Q: 3 clusters Score -2163648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2163648.750000 Penalty: 4822.808594
	Iteration 40F: 3 clusters Score -2163649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2163648.750000 Penalty: 4822.808594
	Iteration 41Q: 3 clusters Score -2163649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2163650.500000 Penalty: 4822.808594
	Iteration 42Q: 3 clusters Score -2163650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2163650.750000 Penalty: 4822.808594
	Iteration 43Q: 3 clusters Score -2163651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2163653.750000 Penalty: 4822.808594
	Iteration 44Q: 3 clusters Score -2163654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2163653.750000 Penalty: 4822.808594
	Iteration 45Q: 3 clusters Score -2163654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2163662.250000 Penalty: 4822.808594
	Iteration 46Q: 3 clusters Score -2163662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2163666.500000 Penalty: 4822.808594
	Iteration 47Q: 3 clusters Score -2163666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2163668.000000 Penalty: 4822.808594
	Iteration 48Q: 3 clusters Score -2163668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2163670.750000 Penalty: 4822.808594
	Iteration 49Q: 3 clusters Score -2163671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2163672.000000 Penalty: 4822.808594
	Iteration 50Q: 3 clusters Score -2163672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2163673.750000 Penalty: 4822.808594
	Iteration 51Q: 3 clusters Score -2163674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2163673.750000 Penalty: 4822.808594
	Iteration 52F: 3 clusters Score -2163674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -62101.804688 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -62101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60615.671875 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -60615.67 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61053.222656 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -61053.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61242.257812 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -61242.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61441.035156 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -61441.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61684.742188 Penalty: 3147.435547
	Iteration 4F: 3 clusters Score -61684.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61894.441406 Penalty: 3147.435547
	Iteration 5F: 3 clusters Score -61894.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62025.312500 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -62025.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62118.304688 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -62118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62369.867188 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -62369.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62424.816406 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -62424.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62433.445312 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -62433.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62433.445312 Penalty: 3147.435547
	Iteration 11F: 3 clusters Score -62433.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 100231 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292420 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 236102 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79918 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11996 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 249 members 
Entering Unmasked Estep 
Score: -116062912.000000 Penalty: 78356.250000
Splitting cluster 13 changes total score from -116064336.000000 to -116062912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26253.757812 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26253.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26398.238281 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26398.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26435.625000 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26435.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26458.509766 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26458.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26466.183594 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26466.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26466.183594 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -26466.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -224724.171875 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -224724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222187.734375 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -222187.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -222621.093750 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -222621.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222776.593750 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -222776.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222855.156250 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -222855.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222889.640625 Penalty: 3716.408936
	Iteration 4Q: 3 clusters Score -222889.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222907.718750 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -222907.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222921.968750 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -222922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -222936.046875 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -222936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -222942.640625 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -222942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -222949.250000 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -222949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222955.781250 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -222955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -222962.609375 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -222962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222969.718750 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -222969.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222976.046875 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -222976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -222980.781250 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -222980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -222984.687500 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -222984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222987.156250 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -222987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -222987.500000 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -222987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -222987.500000 Penalty: 3716.408936
	Iteration 18F: 3 clusters Score -222987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -157245.015625 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -157245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155144.796875 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -155144.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155446.562500 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -155446.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155533.468750 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -155533.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155569.812500 Penalty: 3539.301025
	Iteration 3Q: 3 clusters Score -155569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155594.843750 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -155594.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155611.875000 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -155611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155624.390625 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -155624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155632.562500 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -155632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155639.937500 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -155639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155644.453125 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -155644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155647.140625 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -155647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155648.328125 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -155648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155648.781250 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -155648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155648.781250 Penalty: 3539.301025
	Iteration 13F: 3 clusters Score -155648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236102 members 
Entering Unmasked Estep 
Score: -30190516.000000 Penalty: 3068.260742
	Iteration 0F: 2 clusters Score -3.019052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -30091274.000000 Penalty: 6136.521484
	Iteration 0F: 3 clusters Score -3.009127e+07 nChanged 114175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -30158186.000000 Penalty: 6136.521484
	Iteration 1F: 3 clusters Score -3.015819e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -30158928.000000 Penalty: 6136.521484
	Iteration 2Q: 3 clusters Score -3.015893e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 119587 members 
Entering Unmasked Estep 
Score: -30159872.000000 Penalty: 6136.521484
	Iteration 3Q: 3 clusters Score -3.015987e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -30160748.000000 Penalty: 6136.521484
	Iteration 4Q: 3 clusters Score -3.016075e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 122501 members 
Entering Unmasked Estep 
Score: -30162388.000000 Penalty: 6136.521484
	Iteration 5Q: 3 clusters Score -3.016239e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -30164842.000000 Penalty: 6136.521484
	Iteration 6Q: 3 clusters Score -3.016484e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -30168832.000000 Penalty: 6136.521484
	Iteration 7Q: 3 clusters Score -3.016883e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -30175636.000000 Penalty: 6136.521484
	Iteration 8F: 3 clusters Score -3.017564e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -30186248.000000 Penalty: 6136.521484
	Iteration 9F: 3 clusters Score -3.018625e+07 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -30197862.000000 Penalty: 6136.521484
	Iteration 10F: 3 clusters Score -3.019786e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -30204042.000000 Penalty: 6136.521484
	Iteration 11F: 3 clusters Score -3.020404e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -30205340.000000 Penalty: 6136.521484
	Iteration 12Q: 3 clusters Score -3.020534e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -30205542.000000 Penalty: 6136.521484
	Iteration 13Q: 3 clusters Score -3.020554e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -30205568.000000 Penalty: 6136.521484
	Iteration 14Q: 3 clusters Score -3.020557e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -30205574.000000 Penalty: 6136.521484
	Iteration 15Q: 3 clusters Score -3.020557e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 141084 members 
Entering Unmasked Estep 
Score: -30205562.000000 Penalty: 6136.521484
	Iteration 16Q: 3 clusters Score -3.020556e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 140696 members 
Entering Unmasked Estep 
Score: -30205610.000000 Penalty: 6136.521484
	Iteration 17Q: 3 clusters Score -3.020561e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 140175 members 
Entering Unmasked Estep 
Score: -30205600.000000 Penalty: 6136.521484
	Iteration 18Q: 3 clusters Score -3.02056e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 139464 members 
Entering Unmasked Estep 
Score: -30205672.000000 Penalty: 6136.521484
	Iteration 19Q: 3 clusters Score -3.020567e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 138666 members 
Entering Unmasked Estep 
Score: -30205580.000000 Penalty: 6136.521484
	Iteration 20F: 3 clusters Score -3.020558e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 137810 members 
Entering Unmasked Estep 
Score: -30205704.000000 Penalty: 6136.521484
	Iteration 21Q: 3 clusters Score -3.02057e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -30205534.000000 Penalty: 6136.521484
	Iteration 22Q: 3 clusters Score -3.020553e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 135647 members 
Entering Unmasked Estep 
Score: -30205532.000000 Penalty: 6136.521484
	Iteration 23Q: 3 clusters Score -3.020553e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
Score: -30205556.000000 Penalty: 6136.521484
	Iteration 24Q: 3 clusters Score -3.020556e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -30205450.000000 Penalty: 6136.521484
	Iteration 25Q: 3 clusters Score -3.020545e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -30205728.000000 Penalty: 6136.521484
	Iteration 26Q: 3 clusters Score -3.020573e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -30205870.000000 Penalty: 6136.521484
	Iteration 27Q: 3 clusters Score -3.020587e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 128471 members 
Entering Unmasked Estep 
Score: -30206122.000000 Penalty: 6136.521484
	Iteration 28Q: 3 clusters Score -3.020612e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -30206354.000000 Penalty: 6136.521484
	Iteration 29Q: 3 clusters Score -3.020635e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -30206556.000000 Penalty: 6136.521484
	Iteration 30Q: 3 clusters Score -3.020656e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -30206912.000000 Penalty: 6136.521484
	Iteration 31Q: 3 clusters Score -3.020691e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -30207160.000000 Penalty: 6136.521484
	Iteration 32Q: 3 clusters Score -3.020716e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -30207576.000000 Penalty: 6136.521484
	Iteration 33Q: 3 clusters Score -3.020758e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -30207836.000000 Penalty: 6136.521484
	Iteration 34Q: 3 clusters Score -3.020784e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -30208318.000000 Penalty: 6136.521484
	Iteration 35Q: 3 clusters Score -3.020832e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -30208734.000000 Penalty: 6136.521484
	Iteration 36Q: 3 clusters Score -3.020873e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -30209130.000000 Penalty: 6136.521484
	Iteration 37Q: 3 clusters Score -3.020913e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124885 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -30209478.000000 Penalty: 6136.521484
	Iteration 38Q: 3 clusters Score -3.020948e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -30209854.000000 Penalty: 6136.521484
	Iteration 39Q: 3 clusters Score -3.020985e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -30210336.000000 Penalty: 6136.521484
	Iteration 40F: 3 clusters Score -3.021034e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130770 members 
Mstep: Class 2 contains 105332 members 
Entering Unmasked Estep 
Score: -30210838.000000 Penalty: 6136.521484
	Iteration 41Q: 3 clusters Score -3.021084e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132792 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -30211204.000000 Penalty: 6136.521484
	Iteration 42Q: 3 clusters Score -3.02112e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -30211620.000000 Penalty: 6136.521484
	Iteration 43Q: 3 clusters Score -3.021162e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -30212112.000000 Penalty: 6136.521484
	Iteration 44Q: 3 clusters Score -3.021211e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138703 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -30212704.000000 Penalty: 6136.521484
	Iteration 45Q: 3 clusters Score -3.02127e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -30213276.000000 Penalty: 6136.521484
	Iteration 46Q: 3 clusters Score -3.021328e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -30213816.000000 Penalty: 6136.521484
	Iteration 47Q: 3 clusters Score -3.021382e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -30214202.000000 Penalty: 6136.521484
	Iteration 48Q: 3 clusters Score -3.02142e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -30214628.000000 Penalty: 6136.521484
	Iteration 49Q: 3 clusters Score -3.021463e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -30214966.000000 Penalty: 6136.521484
	Iteration 50Q: 3 clusters Score -3.021497e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -30215264.000000 Penalty: 6136.521484
	Iteration 51Q: 3 clusters Score -3.021526e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -30215592.000000 Penalty: 6136.521484
	Iteration 52Q: 3 clusters Score -3.021559e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -30215674.000000 Penalty: 6136.521484
	Iteration 53Q: 3 clusters Score -3.021567e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -30215758.000000 Penalty: 6136.521484
	Iteration 54Q: 3 clusters Score -3.021576e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152161 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -30215802.000000 Penalty: 6136.521484
	Iteration 55Q: 3 clusters Score -3.02158e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -30215924.000000 Penalty: 6136.521484
	Iteration 56Q: 3 clusters Score -3.021592e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -30215878.000000 Penalty: 6136.521484
	Iteration 57Q: 3 clusters Score -3.021588e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -30215768.000000 Penalty: 6136.521484
	Iteration 58Q: 3 clusters Score -3.021577e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -30215758.000000 Penalty: 6136.521484
	Iteration 59Q: 3 clusters Score -3.021576e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -30215740.000000 Penalty: 6136.521484
	Iteration 60F: 3 clusters Score -3.021574e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -30215662.000000 Penalty: 6136.521484
	Iteration 61Q: 3 clusters Score -3.021566e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -30215636.000000 Penalty: 6136.521484
	Iteration 62Q: 3 clusters Score -3.021564e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156626 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -30215634.000000 Penalty: 6136.521484
	Iteration 63Q: 3 clusters Score -3.021563e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -30215568.000000 Penalty: 6136.521484
	Iteration 64Q: 3 clusters Score -3.021557e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -30215574.000000 Penalty: 6136.521484
	Iteration 65Q: 3 clusters Score -3.021557e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -30215460.000000 Penalty: 6136.521484
	Iteration 66Q: 3 clusters Score -3.021546e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -30215442.000000 Penalty: 6136.521484
	Iteration 67Q: 3 clusters Score -3.021544e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -30215366.000000 Penalty: 6136.521484
	Iteration 68Q: 3 clusters Score -3.021537e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -30215314.000000 Penalty: 6136.521484
	Iteration 69Q: 3 clusters Score -3.021531e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -30215304.000000 Penalty: 6136.521484
	Iteration 70Q: 3 clusters Score -3.02153e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -30215208.000000 Penalty: 6136.521484
	Iteration 71Q: 3 clusters Score -3.021521e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -30215188.000000 Penalty: 6136.521484
	Iteration 72Q: 3 clusters Score -3.021519e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -30215148.000000 Penalty: 6136.521484
	Iteration 73Q: 3 clusters Score -3.021515e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -30215188.000000 Penalty: 6136.521484
	Iteration 74Q: 3 clusters Score -3.021519e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -30215222.000000 Penalty: 6136.521484
	Iteration 75Q: 3 clusters Score -3.021522e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -30215140.000000 Penalty: 6136.521484
	Iteration 76Q: 3 clusters Score -3.021514e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158584 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -30215124.000000 Penalty: 6136.521484
	Iteration 77Q: 3 clusters Score -3.021512e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -30215200.000000 Penalty: 6136.521484
	Iteration 78Q: 3 clusters Score -3.02152e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -30215178.000000 Penalty: 6136.521484
	Iteration 79Q: 3 clusters Score -3.021518e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -30215138.000000 Penalty: 6136.521484
	Iteration 80F: 3 clusters Score -3.021514e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -30215160.000000 Penalty: 6136.521484
	Iteration 81Q: 3 clusters Score -3.021516e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -30215134.000000 Penalty: 6136.521484
	Iteration 82Q: 3 clusters Score -3.021513e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158627 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -30215144.000000 Penalty: 6136.521484
	Iteration 83Q: 3 clusters Score -3.021514e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -30215124.000000 Penalty: 6136.521484
	Iteration 84Q: 3 clusters Score -3.021512e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -30215112.000000 Penalty: 6136.521484
	Iteration 85Q: 3 clusters Score -3.021511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -30215090.000000 Penalty: 6136.521484
	Iteration 86Q: 3 clusters Score -3.021509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -30215094.000000 Penalty: 6136.521484
	Iteration 87Q: 3 clusters Score -3.021509e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158656 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -30215076.000000 Penalty: 6136.521484
	Iteration 88Q: 3 clusters Score -3.021508e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -30215026.000000 Penalty: 6136.521484
	Iteration 89Q: 3 clusters Score -3.021503e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -30215038.000000 Penalty: 6136.521484
	Iteration 90Q: 3 clusters Score -3.021504e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158687 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -30215010.000000 Penalty: 6136.521484
	Iteration 91Q: 3 clusters Score -3.021501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -30215022.000000 Penalty: 6136.521484
	Iteration 92Q: 3 clusters Score -3.021502e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158695 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -30215030.000000 Penalty: 6136.521484
	Iteration 93Q: 3 clusters Score -3.021503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -30215042.000000 Penalty: 6136.521484
	Iteration 94Q: 3 clusters Score -3.021504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -30214998.000000 Penalty: 6136.521484
	Iteration 95Q: 3 clusters Score -3.0215e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -30215004.000000 Penalty: 6136.521484
	Iteration 96Q: 3 clusters Score -3.0215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -30215028.000000 Penalty: 6136.521484
	Iteration 97Q: 3 clusters Score -3.021503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -30215024.000000 Penalty: 6136.521484
	Iteration 98Q: 3 clusters Score -3.021502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -30215030.000000 Penalty: 6136.521484
	Iteration 99Q: 3 clusters Score -3.021503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -30215032.000000 Penalty: 6136.521484
	Iteration 100F: 3 clusters Score -3.021503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -30215028.000000 Penalty: 6136.521484
	Iteration 101Q: 3 clusters Score -3.021503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -30215020.000000 Penalty: 6136.521484
	Iteration 102Q: 3 clusters Score -3.021502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 77463 members 
Entering Unmasked Estep 
Score: -30215030.000000 Penalty: 6136.521484
	Iteration 103Q: 3 clusters Score -3.021503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -30215008.000000 Penalty: 6136.521484
	Iteration 104Q: 3 clusters Score -3.021501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -30215006.000000 Penalty: 6136.521484
	Iteration 105Q: 3 clusters Score -3.021501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -30214980.000000 Penalty: 6136.521484
	Iteration 106Q: 3 clusters Score -3.021498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -30214990.000000 Penalty: 6136.521484
	Iteration 107Q: 3 clusters Score -3.021499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -30214992.000000 Penalty: 6136.521484
	Iteration 108Q: 3 clusters Score -3.021499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -30214996.000000 Penalty: 6136.521484
	Iteration 109Q: 3 clusters Score -3.0215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -30214958.000000 Penalty: 6136.521484
	Iteration 110Q: 3 clusters Score -3.021496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -30214980.000000 Penalty: 6136.521484
	Iteration 111Q: 3 clusters Score -3.021498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -30214972.000000 Penalty: 6136.521484
	Iteration 112Q: 3 clusters Score -3.021497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -30214948.000000 Penalty: 6136.521484
	Iteration 113Q: 3 clusters Score -3.021495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -30214940.000000 Penalty: 6136.521484
	Iteration 114Q: 3 clusters Score -3.021494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -30214942.000000 Penalty: 6136.521484
	Iteration 115Q: 3 clusters Score -3.021494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -30214926.000000 Penalty: 6136.521484
	Iteration 116Q: 3 clusters Score -3.021493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -30214916.000000 Penalty: 6136.521484
	Iteration 117Q: 3 clusters Score -3.021492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -30214924.000000 Penalty: 6136.521484
	Iteration 118Q: 3 clusters Score -3.021492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -30214930.000000 Penalty: 6136.521484
	Iteration 119Q: 3 clusters Score -3.021493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 120F: 3 clusters Score -3.02149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -30214920.000000 Penalty: 6136.521484
	Iteration 121Q: 3 clusters Score -3.021492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 122Q: 3 clusters Score -3.021493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -30214930.000000 Penalty: 6136.521484
	Iteration 123Q: 3 clusters Score -3.021493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -30214910.000000 Penalty: 6136.521484
	Iteration 124Q: 3 clusters Score -3.021491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 125Q: 3 clusters Score -3.02149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -30214922.000000 Penalty: 6136.521484
	Iteration 126Q: 3 clusters Score -3.021492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -30214932.000000 Penalty: 6136.521484
	Iteration 127Q: 3 clusters Score -3.021493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 128Q: 3 clusters Score -3.021493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -30214922.000000 Penalty: 6136.521484
	Iteration 129Q: 3 clusters Score -3.021492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158473 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -30214916.000000 Penalty: 6136.521484
	Iteration 130Q: 3 clusters Score -3.021492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -30214916.000000 Penalty: 6136.521484
	Iteration 131Q: 3 clusters Score -3.021492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 132Q: 3 clusters Score -3.02149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -30214902.000000 Penalty: 6136.521484
	Iteration 133Q: 3 clusters Score -3.02149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -30214910.000000 Penalty: 6136.521484
	Iteration 134Q: 3 clusters Score -3.021491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 135Q: 3 clusters Score -3.02149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -30214878.000000 Penalty: 6136.521484
	Iteration 136Q: 3 clusters Score -3.021488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -30214892.000000 Penalty: 6136.521484
	Iteration 137Q: 3 clusters Score -3.021489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -30214880.000000 Penalty: 6136.521484
	Iteration 138Q: 3 clusters Score -3.021488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -30214886.000000 Penalty: 6136.521484
	Iteration 139Q: 3 clusters Score -3.021489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -30214894.000000 Penalty: 6136.521484
	Iteration 140F: 3 clusters Score -3.021489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 141Q: 3 clusters Score -3.02149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -30214896.000000 Penalty: 6136.521484
	Iteration 142Q: 3 clusters Score -3.02149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 143Q: 3 clusters Score -3.02149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 144Q: 3 clusters Score -3.02149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 145Q: 3 clusters Score -3.02149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -30214892.000000 Penalty: 6136.521484
	Iteration 146Q: 3 clusters Score -3.021489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -30214886.000000 Penalty: 6136.521484
	Iteration 147Q: 3 clusters Score -3.021489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -30214896.000000 Penalty: 6136.521484
	Iteration 148Q: 3 clusters Score -3.02149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 149Q: 3 clusters Score -3.02149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 150Q: 3 clusters Score -3.02149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 151Q: 3 clusters Score -3.021493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -30214918.000000 Penalty: 6136.521484
	Iteration 152Q: 3 clusters Score -3.021492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -30214908.000000 Penalty: 6136.521484
	Iteration 153Q: 3 clusters Score -3.021491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158424 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -30214898.000000 Penalty: 6136.521484
	Iteration 154Q: 3 clusters Score -3.02149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -30214906.000000 Penalty: 6136.521484
	Iteration 155Q: 3 clusters Score -3.021491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -30214884.000000 Penalty: 6136.521484
	Iteration 156Q: 3 clusters Score -3.021488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -30214914.000000 Penalty: 6136.521484
	Iteration 157Q: 3 clusters Score -3.021491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 158Q: 3 clusters Score -3.02149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 159Q: 3 clusters Score -3.02149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -30214888.000000 Penalty: 6136.521484
	Iteration 160F: 3 clusters Score -3.021489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -30214896.000000 Penalty: 6136.521484
	Iteration 161Q: 3 clusters Score -3.02149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 162Q: 3 clusters Score -3.02149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -30214918.000000 Penalty: 6136.521484
	Iteration 163Q: 3 clusters Score -3.021492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158404 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -30214902.000000 Penalty: 6136.521484
	Iteration 164Q: 3 clusters Score -3.02149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -30214898.000000 Penalty: 6136.521484
	Iteration 165Q: 3 clusters Score -3.02149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158404 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -30214900.000000 Penalty: 6136.521484
	Iteration 166Q: 3 clusters Score -3.02149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -30214910.000000 Penalty: 6136.521484
	Iteration 167Q: 3 clusters Score -3.021491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 168Q: 3 clusters Score -3.021493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -30214908.000000 Penalty: 6136.521484
	Iteration 169Q: 3 clusters Score -3.021491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -30214898.000000 Penalty: 6136.521484
	Iteration 170Q: 3 clusters Score -3.02149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -30214918.000000 Penalty: 6136.521484
	Iteration 171Q: 3 clusters Score -3.021492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158385 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -30214910.000000 Penalty: 6136.521484
	Iteration 172Q: 3 clusters Score -3.021491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -30214912.000000 Penalty: 6136.521484
	Iteration 173Q: 3 clusters Score -3.021491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 174Q: 3 clusters Score -3.021493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -30214946.000000 Penalty: 6136.521484
	Iteration 175Q: 3 clusters Score -3.021495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -30214940.000000 Penalty: 6136.521484
	Iteration 176Q: 3 clusters Score -3.021494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -30214936.000000 Penalty: 6136.521484
	Iteration 177Q: 3 clusters Score -3.021494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158367 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -30214924.000000 Penalty: 6136.521484
	Iteration 178Q: 3 clusters Score -3.021492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -30214938.000000 Penalty: 6136.521484
	Iteration 179Q: 3 clusters Score -3.021494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -30214932.000000 Penalty: 6136.521484
	Iteration 180F: 3 clusters Score -3.021493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 181Q: 3 clusters Score -3.021493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -30214926.000000 Penalty: 6136.521484
	Iteration 182Q: 3 clusters Score -3.021493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -30214920.000000 Penalty: 6136.521484
	Iteration 183Q: 3 clusters Score -3.021492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -30214934.000000 Penalty: 6136.521484
	Iteration 184Q: 3 clusters Score -3.021493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -30214942.000000 Penalty: 6136.521484
	Iteration 185Q: 3 clusters Score -3.021494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -30214942.000000 Penalty: 6136.521484
	Iteration 186Q: 3 clusters Score -3.021494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -30214932.000000 Penalty: 6136.521484
	Iteration 187Q: 3 clusters Score -3.021493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -30214934.000000 Penalty: 6136.521484
	Iteration 188Q: 3 clusters Score -3.021493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -30214936.000000 Penalty: 6136.521484
	Iteration 189Q: 3 clusters Score -3.021494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -30214930.000000 Penalty: 6136.521484
	Iteration 190Q: 3 clusters Score -3.021493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -30214950.000000 Penalty: 6136.521484
	Iteration 191Q: 3 clusters Score -3.021495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -30214936.000000 Penalty: 6136.521484
	Iteration 192Q: 3 clusters Score -3.021494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -30214930.000000 Penalty: 6136.521484
	Iteration 193Q: 3 clusters Score -3.021493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -30214924.000000 Penalty: 6136.521484
	Iteration 194Q: 3 clusters Score -3.021492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -30214912.000000 Penalty: 6136.521484
	Iteration 195Q: 3 clusters Score -3.021491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -30214920.000000 Penalty: 6136.521484
	Iteration 196Q: 3 clusters Score -3.021492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -30214908.000000 Penalty: 6136.521484
	Iteration 197Q: 3 clusters Score -3.021491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -30214904.000000 Penalty: 6136.521484
	Iteration 198Q: 3 clusters Score -3.02149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -30214908.000000 Penalty: 6136.521484
	Iteration 199Q: 3 clusters Score -3.021491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -30214918.000000 Penalty: 6136.521484
	Iteration 200F: 3 clusters Score -3.021492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -30214914.000000 Penalty: 6136.521484
	Iteration 201Q: 3 clusters Score -3.021491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -30214928.000000 Penalty: 6136.521484
	Iteration 202Q: 3 clusters Score -3.021493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -30214920.000000 Penalty: 6136.521484
	Iteration 203Q: 3 clusters Score -3.021492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -30214934.000000 Penalty: 6136.521484
	Iteration 204Q: 3 clusters Score -3.021493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -30214936.000000 Penalty: 6136.521484
	Iteration 205Q: 3 clusters Score -3.021494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -30214940.000000 Penalty: 6136.521484
	Iteration 206Q: 3 clusters Score -3.021494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -30214922.000000 Penalty: 6136.521484
	Iteration 207Q: 3 clusters Score -3.021492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -30214918.000000 Penalty: 6136.521484
	Iteration 208Q: 3 clusters Score -3.021492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -30214922.000000 Penalty: 6136.521484
	Iteration 209Q: 3 clusters Score -3.021492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -30214922.000000 Penalty: 6136.521484
	Iteration 210F: 3 clusters Score -3.021492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 100231 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292420 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 158284 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79918 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11996 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 77818 members 
Entering Unmasked Estep 
Score: -116086568.000000 Penalty: 78356.250000
Splitting cluster 17 changes total score from -116064336.000000 to -116086568.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -111042.554688 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -111042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109162.796875 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -109162.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109429.789062 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -109429.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109494.554688 Penalty: 3379.468506
	Iteration 2Q: 3 clusters Score -109494.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109557.968750 Penalty: 3379.468506
	Iteration 3Q: 3 clusters Score -109558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109625.234375 Penalty: 3379.468506
	Iteration 4Q: 3 clusters Score -109625.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109675.320312 Penalty: 3379.468506
	Iteration 5Q: 3 clusters Score -109675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109707.625000 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -109707.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109740.312500 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -109740.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109763.429688 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -109763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109793.710938 Penalty: 3379.468506
	Iteration 9Q: 3 clusters Score -109793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109827.281250 Penalty: 3379.468506
	Iteration 10Q: 3 clusters Score -109827.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109867.304688 Penalty: 3379.468506
	Iteration 11Q: 3 clusters Score -109867.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109913.414062 Penalty: 3379.468506
	Iteration 12Q: 3 clusters Score -109913.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109956.546875 Penalty: 3379.468506
	Iteration 13Q: 3 clusters Score -109956.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110028.539062 Penalty: 3379.468506
	Iteration 14Q: 3 clusters Score -110028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110062.640625 Penalty: 3379.468506
	Iteration 15Q: 3 clusters Score -110062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110089.679688 Penalty: 3379.468506
	Iteration 16Q: 3 clusters Score -110089.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110106.578125 Penalty: 3379.468506
	Iteration 17Q: 3 clusters Score -110106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110118.757812 Penalty: 3379.468506
	Iteration 18Q: 3 clusters Score -110118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110128.507812 Penalty: 3379.468506
	Iteration 19Q: 3 clusters Score -110128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110134.257812 Penalty: 3379.468506
	Iteration 20F: 3 clusters Score -110134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110136.000000 Penalty: 3379.468506
	Iteration 21Q: 3 clusters Score -110136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110138.945312 Penalty: 3379.468506
	Iteration 22Q: 3 clusters Score -110138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -110148.148438 Penalty: 3379.468506
	Iteration 23Q: 3 clusters Score -110148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110162.515625 Penalty: 3379.468506
	Iteration 24Q: 3 clusters Score -110162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110173.187500 Penalty: 3379.468506
	Iteration 25Q: 3 clusters Score -110173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110177.250000 Penalty: 3379.468506
	Iteration 26Q: 3 clusters Score -110177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110182.007812 Penalty: 3379.468506
	Iteration 27Q: 3 clusters Score -110182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110192.109375 Penalty: 3379.468506
	Iteration 28Q: 3 clusters Score -110192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110197.210938 Penalty: 3379.468506
	Iteration 29Q: 3 clusters Score -110197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110198.351562 Penalty: 3379.468506
	Iteration 30Q: 3 clusters Score -110198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110199.625000 Penalty: 3379.468506
	Iteration 31Q: 3 clusters Score -110199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110202.734375 Penalty: 3379.468506
	Iteration 32Q: 3 clusters Score -110202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110205.843750 Penalty: 3379.468506
	Iteration 33Q: 3 clusters Score -110205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110205.843750 Penalty: 3379.468506
	Iteration 34F: 3 clusters Score -110205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Entering Unmasked Estep 
Score: -10272553.000000 Penalty: 2799.611572
	Iteration 0F: 2 clusters Score -1.027255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -10219306.000000 Penalty: 5599.223145
	Iteration 0F: 3 clusters Score -1.021931e+07 nChanged 37431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -10240032.000000 Penalty: 5599.223145
	Iteration 1F: 3 clusters Score -1.024003e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -10240645.000000 Penalty: 5599.223145
	Iteration 2Q: 3 clusters Score -1.024064e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -10241326.000000 Penalty: 5599.223145
	Iteration 3Q: 3 clusters Score -1.024133e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -10242146.000000 Penalty: 5599.223145
	Iteration 4Q: 3 clusters Score -1.024215e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -10243448.000000 Penalty: 5599.223145
	Iteration 5Q: 3 clusters Score -1.024345e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -10245532.000000 Penalty: 5599.223145
	Iteration 6F: 3 clusters Score -1.024553e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -10248876.000000 Penalty: 5599.223145
	Iteration 7F: 3 clusters Score -1.024888e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -10254405.000000 Penalty: 5599.223145
	Iteration 8F: 3 clusters Score -1.02544e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -10261262.000000 Penalty: 5599.223145
	Iteration 9F: 3 clusters Score -1.026126e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -10266912.000000 Penalty: 5599.223145
	Iteration 10F: 3 clusters Score -1.026691e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10269790.000000 Penalty: 5599.223145
	Iteration 11Q: 3 clusters Score -1.026979e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10270821.000000 Penalty: 5599.223145
	Iteration 12Q: 3 clusters Score -1.027082e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10271303.000000 Penalty: 5599.223145
	Iteration 13Q: 3 clusters Score -1.02713e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10271463.000000 Penalty: 5599.223145
	Iteration 14Q: 3 clusters Score -1.027146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10271587.000000 Penalty: 5599.223145
	Iteration 15Q: 3 clusters Score -1.027159e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10271623.000000 Penalty: 5599.223145
	Iteration 16Q: 3 clusters Score -1.027162e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10271659.000000 Penalty: 5599.223145
	Iteration 17Q: 3 clusters Score -1.027166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10271676.000000 Penalty: 5599.223145
	Iteration 18Q: 3 clusters Score -1.027168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10271676.000000 Penalty: 5599.223145
	Iteration 19Q: 3 clusters Score -1.027168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10271695.000000 Penalty: 5599.223145
	Iteration 20F: 3 clusters Score -1.02717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10271692.000000 Penalty: 5599.223145
	Iteration 21Q: 3 clusters Score -1.027169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10271706.000000 Penalty: 5599.223145
	Iteration 22Q: 3 clusters Score -1.027171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10271715.000000 Penalty: 5599.223145
	Iteration 23Q: 3 clusters Score -1.027172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10271716.000000 Penalty: 5599.223145
	Iteration 24Q: 3 clusters Score -1.027172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10271714.000000 Penalty: 5599.223145
	Iteration 25Q: 3 clusters Score -1.027171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10271721.000000 Penalty: 5599.223145
	Iteration 26Q: 3 clusters Score -1.027172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10271719.000000 Penalty: 5599.223145
	Iteration 27Q: 3 clusters Score -1.027172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10271719.000000 Penalty: 5599.223145
	Iteration 28F: 3 clusters Score -1.027172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -258775.437500 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -258775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256092.843750 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -256092.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256538.296875 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -256538.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -256663.218750 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -256663.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256744.578125 Penalty: 3786.870850
	Iteration 3Q: 3 clusters Score -256744.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256807.453125 Penalty: 3786.870850
	Iteration 4Q: 3 clusters Score -256807.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -256867.875000 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -256867.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -256901.765625 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -256901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -256919.343750 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -256919.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -256931.609375 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -256931.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -256947.000000 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -256947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -256964.593750 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -256964.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -256993.328125 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -256993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257010.828125 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -257010.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257025.031250 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -257025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257039.687500 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -257039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257046.578125 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -257046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257051.093750 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -257051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257056.093750 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -257056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257058.250000 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -257058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -257060.875000 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -257060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257065.656250 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -257065.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -257069.718750 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -257069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257072.890625 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -257072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -257075.531250 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -257075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -257079.390625 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -257079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257086.078125 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -257086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257088.625000 Penalty: 3786.870850
	Iteration 26Q: 3 clusters Score -257088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257093.812500 Penalty: 3786.870850
	Iteration 27Q: 3 clusters Score -257093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -257096.562500 Penalty: 3786.870850
	Iteration 28Q: 3 clusters Score -257096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -257097.937500 Penalty: 3786.870850
	Iteration 29Q: 3 clusters Score -257097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -257098.625000 Penalty: 3786.870850
	Iteration 30Q: 3 clusters Score -257098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -257098.625000 Penalty: 3786.870850
	Iteration 31F: 3 clusters Score -257098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -1526461.875000 Penalty: 2329.297363
	Iteration 0F: 2 clusters Score -1526462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1517467.625000 Penalty: 4658.594727
	Iteration 0F: 3 clusters Score -1517468 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1520154.000000 Penalty: 4658.594727
	Iteration 1F: 3 clusters Score -1520154 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1520478.125000 Penalty: 4658.594727
	Iteration 2F: 3 clusters Score -1520478 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1520802.250000 Penalty: 4658.594727
	Iteration 3F: 3 clusters Score -1520802 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1521178.250000 Penalty: 4658.594727
	Iteration 4Q: 3 clusters Score -1521178 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1521640.750000 Penalty: 4658.594727
	Iteration 5F: 3 clusters Score -1521641 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1522205.250000 Penalty: 4658.594727
	Iteration 6F: 3 clusters Score -1522205 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1522875.000000 Penalty: 4658.594727
	Iteration 7F: 3 clusters Score -1522875 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1523531.000000 Penalty: 4658.594727
	Iteration 8F: 3 clusters Score -1523531 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1524120.625000 Penalty: 4658.594727
	Iteration 9F: 3 clusters Score -1524121 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1524593.375000 Penalty: 4658.594727
	Iteration 10Q: 3 clusters Score -1524593 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1524932.500000 Penalty: 4658.594727
	Iteration 11Q: 3 clusters Score -1524932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1525142.000000 Penalty: 4658.594727
	Iteration 12Q: 3 clusters Score -1525142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1525205.750000 Penalty: 4658.594727
	Iteration 13Q: 3 clusters Score -1525206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1525231.875000 Penalty: 4658.594727
	Iteration 14Q: 3 clusters Score -1525232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1525244.750000 Penalty: 4658.594727
	Iteration 15Q: 3 clusters Score -1525245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1525252.250000 Penalty: 4658.594727
	Iteration 16Q: 3 clusters Score -1525252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1525252.625000 Penalty: 4658.594727
	Iteration 17Q: 3 clusters Score -1525253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1525258.250000 Penalty: 4658.594727
	Iteration 18Q: 3 clusters Score -1525258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1525259.750000 Penalty: 4658.594727
	Iteration 19Q: 3 clusters Score -1525260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1525259.750000 Penalty: 4658.594727
	Iteration 20F: 3 clusters Score -1525260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1525262.500000 Penalty: 4658.594727
	Iteration 21Q: 3 clusters Score -1525262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1525263.625000 Penalty: 4658.594727
	Iteration 22Q: 3 clusters Score -1525264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1525261.375000 Penalty: 4658.594727
	Iteration 23Q: 3 clusters Score -1525261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1525265.125000 Penalty: 4658.594727
	Iteration 24Q: 3 clusters Score -1525265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1525267.250000 Penalty: 4658.594727
	Iteration 25Q: 3 clusters Score -1525267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1525268.500000 Penalty: 4658.594727
	Iteration 26Q: 3 clusters Score -1525268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1525266.625000 Penalty: 4658.594727
	Iteration 27Q: 3 clusters Score -1525267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1525266.625000 Penalty: 4658.594727
	Iteration 28F: 3 clusters Score -1525267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -112617.523438 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -112617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110742.171875 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -110742.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111013.390625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -111013.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111100.945312 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -111100.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111169.335938 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -111169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111221.687500 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -111221.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111288.398438 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -111288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111399.453125 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -111399.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111520.171875 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -111520.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111652.679688 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -111652.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111759.539062 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -111759.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111816.250000 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -111816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111845.835938 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -111845.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111869.664062 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -111869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111903.726562 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -111903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111931.710938 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -111931.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111954.828125 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -111954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111977.328125 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -111977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111999.773438 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -111999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112025.968750 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -112026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112048.179688 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -112048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112067.828125 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -112067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112075.757812 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -112075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -112079.328125 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -112079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112084.015625 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -112084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112084.015625 Penalty: 3383.809814
	Iteration 24F: 3 clusters Score -112084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 100231 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292420 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23159 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 158284 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79918 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 11996 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089408.000000 Penalty: 78356.250000
Iteration 199Q: 24 clusters Score -1.160894e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 100408 members 
Mstep: Class 3 contains 60636 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 294226 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46834 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 158524 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 80334 members 
Mstep: Class 20 contains 2074 members 
Mstep: Class 21 contains 11280 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 75190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092120.000000 Penalty: 78356.250000
Iteration 200F: 24 clusters Score -1.160921e+08 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 100077 members 
Mstep: Class 3 contains 59934 members 
Mstep: Class 4 contains 5171 members 
Mstep: Class 5 contains 22075 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293109 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46866 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23072 members 
Mstep: Class 12 contains 16800 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 158945 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79645 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 78723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093576.000000 Penalty: 78356.250000
Iteration 201Q: 24 clusters Score -1.160936e+08 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 99858 members 
Mstep: Class 3 contains 59436 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292511 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 23023 members 
Mstep: Class 12 contains 16819 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159638 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 79210 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 10462 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 80512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094056.000000 Penalty: 78356.250000
Iteration 202Q: 24 clusters Score -1.160941e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 99627 members 
Mstep: Class 3 contains 58981 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 21995 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292104 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 46874 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 160234 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78845 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 10144 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 81968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094576.000000 Penalty: 78356.250000
Iteration 203Q: 24 clusters Score -1.160946e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 99418 members 
Mstep: Class 3 contains 58560 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 21970 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291817 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 46878 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22960 members 
Mstep: Class 12 contains 16890 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 160662 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78551 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 83270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095224.000000 Penalty: 78356.250000
Iteration 204Q: 24 clusters Score -1.160952e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 99245 members 
Mstep: Class 3 contains 58185 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291562 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 46875 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22957 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 160914 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78277 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 9565 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 84494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095176.000000 Penalty: 78356.250000
Iteration 205Q: 24 clusters Score -1.160952e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 99040 members 
Mstep: Class 3 contains 57875 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291377 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 46870 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22941 members 
Mstep: Class 12 contains 16940 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 161144 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 78029 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 9341 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 85572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095432.000000 Penalty: 78356.250000
Iteration 206Q: 24 clusters Score -1.160954e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 98844 members 
Mstep: Class 3 contains 57585 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291252 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 46864 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22931 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 161337 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 77785 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 9146 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 86544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095768.000000 Penalty: 78356.250000
Iteration 207Q: 24 clusters Score -1.160958e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 98654 members 
Mstep: Class 3 contains 57318 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 21909 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291127 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46860 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22924 members 
Mstep: Class 12 contains 16980 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 161459 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 77578 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 87440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096424.000000 Penalty: 78356.250000
Iteration 208Q: 24 clusters Score -1.160964e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 98460 members 
Mstep: Class 3 contains 57083 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 21891 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291028 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 16998 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161542 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 77402 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 8855 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 88270 members 
Entering Unmasked Estep 
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Score: -116096744.000000 Penalty: 78356.250000
Iteration 209Q: 24 clusters Score -1.160967e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 98282 members 
Mstep: Class 3 contains 56850 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 21882 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290929 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46853 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 17031 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 161558 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 77221 members 
Mstep: Class 20 contains 2074 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 89095 members 
Entering Unmasked Estep 
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Iteration 210Q: 24 clusters Score -1.160966e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 98110 members 
Mstep: Class 3 contains 56600 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 21882 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290859 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46854 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 22908 members 
Mstep: Class 12 contains 17044 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 161557 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 77078 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 8661 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 89856 members 
Entering Unmasked Estep 
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Iteration 211Q: 24 clusters Score -1.160968e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 97945 members 
Mstep: Class 3 contains 56362 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290827 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46846 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 161517 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76913 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 90614 members 
Entering Unmasked Estep 
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Iteration 212Q: 24 clusters Score -1.16097e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 97817 members 
Mstep: Class 3 contains 56105 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 21875 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290794 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 17065 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 17 contains 161486 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76766 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 91291 members 
Entering Unmasked Estep 
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Iteration 213Q: 24 clusters Score -1.160973e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 97697 members 
Mstep: Class 3 contains 55852 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 21864 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290792 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161461 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76624 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8453 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 91907 members 
Entering Unmasked Estep 
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Iteration 214Q: 24 clusters Score -1.160975e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 97588 members 
Mstep: Class 3 contains 55613 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290777 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46832 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 17104 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161423 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76499 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8398 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 92505 members 
Entering Unmasked Estep 
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Iteration 215Q: 24 clusters Score -1.160977e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 97474 members 
Mstep: Class 3 contains 55417 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 21859 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290796 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46825 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17119 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161378 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76363 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 93039 members 
Entering Unmasked Estep 
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Iteration 216Q: 24 clusters Score -1.160977e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 97363 members 
Mstep: Class 3 contains 55245 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 21852 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290808 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17135 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161332 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76223 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 93552 members 
Entering Unmasked Estep 
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Iteration 217Q: 24 clusters Score -1.160979e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 97269 members 
Mstep: Class 3 contains 55094 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 21846 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290799 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46817 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 161262 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 76100 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8261 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 94030 members 
Entering Unmasked Estep 
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Iteration 218Q: 24 clusters Score -1.160979e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 97184 members 
Mstep: Class 3 contains 54952 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 21842 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290766 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17179 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 161186 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75983 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 94509 members 
Entering Unmasked Estep 
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Iteration 219Q: 24 clusters Score -1.160982e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 97096 members 
Mstep: Class 3 contains 54811 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 21831 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290754 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46816 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 22909 members 
Mstep: Class 12 contains 17200 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 161118 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75906 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 94941 members 
Entering Unmasked Estep 
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Iteration 220F: 24 clusters Score -1.160982e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 96993 members 
Mstep: Class 3 contains 54666 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 21835 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290782 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46823 members 
Mstep: Class 10 contains 6047 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 161042 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75820 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 95325 members 
Entering Unmasked Estep 
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Iteration 221Q: 24 clusters Score -1.160985e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 96867 members 
Mstep: Class 3 contains 54536 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 21835 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290818 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46839 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17271 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160969 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75730 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8160 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 95694 members 
Entering Unmasked Estep 
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Iteration 222Q: 24 clusters Score -1.160985e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 96767 members 
Mstep: Class 3 contains 54435 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 21830 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290828 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46849 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 17301 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 160898 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75659 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 96034 members 
Entering Unmasked Estep 
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Iteration 223Q: 24 clusters Score -1.160984e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 96651 members 
Mstep: Class 3 contains 54329 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 21826 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290854 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46856 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 17335 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160823 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 96361 members 
Entering Unmasked Estep 
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Iteration 224Q: 24 clusters Score -1.160985e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 96532 members 
Mstep: Class 3 contains 54218 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 21823 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290878 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46867 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22911 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160733 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75527 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 96709 members 
Entering Unmasked Estep 
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Iteration 225Q: 24 clusters Score -1.160986e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 96411 members 
Mstep: Class 3 contains 54107 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 21822 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290920 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46874 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 17385 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160639 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75466 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 97028 members 
Entering Unmasked Estep 
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Iteration 226Q: 24 clusters Score -1.160988e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 96321 members 
Mstep: Class 3 contains 54018 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 21819 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290952 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46878 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17405 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160549 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75397 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8116 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 97316 members 
Entering Unmasked Estep 
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Iteration 227Q: 24 clusters Score -1.160987e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 96224 members 
Mstep: Class 3 contains 53941 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 290979 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46889 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22928 members 
Mstep: Class 12 contains 17426 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160473 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75311 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 97589 members 
Entering Unmasked Estep 
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Iteration 228Q: 24 clusters Score -1.160989e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 96132 members 
Mstep: Class 3 contains 53875 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 21827 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291021 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46897 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22921 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160396 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75230 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 97853 members 
Entering Unmasked Estep 
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Iteration 229Q: 24 clusters Score -1.160988e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 96027 members 
Mstep: Class 3 contains 53816 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 21829 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291077 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46901 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 17457 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160344 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75179 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98066 members 
Entering Unmasked Estep 
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Iteration 230Q: 24 clusters Score -1.160988e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 95937 members 
Mstep: Class 3 contains 53756 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 21825 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291134 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46904 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22918 members 
Mstep: Class 12 contains 17474 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160275 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75134 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8110 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98261 members 
Entering Unmasked Estep 
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Iteration 231Q: 24 clusters Score -1.160988e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 95830 members 
Mstep: Class 3 contains 53697 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 21828 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291208 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46905 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22922 members 
Mstep: Class 12 contains 17488 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 160202 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75105 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98429 members 
Entering Unmasked Estep 
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Iteration 232Q: 24 clusters Score -1.160988e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 95708 members 
Mstep: Class 3 contains 53625 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 21824 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291293 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46906 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22930 members 
Mstep: Class 12 contains 17505 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160118 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75068 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98643 members 
Entering Unmasked Estep 
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Iteration 233Q: 24 clusters Score -1.16099e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 95590 members 
Mstep: Class 3 contains 53549 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 21823 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291387 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46909 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22935 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 160054 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 75032 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098856.000000 Penalty: 78356.250000
Iteration 234Q: 24 clusters Score -1.160989e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 95499 members 
Mstep: Class 3 contains 53482 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 21828 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291459 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 22935 members 
Mstep: Class 12 contains 17529 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 160015 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74980 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 98997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098856.000000 Penalty: 78356.250000
Iteration 235Q: 24 clusters Score -1.160989e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 95404 members 
Mstep: Class 3 contains 53422 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 21831 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291520 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46913 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 22935 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159985 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74935 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8096 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098896.000000 Penalty: 78356.250000
Iteration 236Q: 24 clusters Score -1.160989e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 95314 members 
Mstep: Class 3 contains 53377 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 21832 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291583 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 22938 members 
Mstep: Class 12 contains 17557 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159946 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74897 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8092 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098888.000000 Penalty: 78356.250000
Iteration 237Q: 24 clusters Score -1.160989e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 95209 members 
Mstep: Class 3 contains 53346 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 21833 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291655 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46910 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22934 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159909 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74856 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8078 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099072.000000 Penalty: 78356.250000
Iteration 238Q: 24 clusters Score -1.160991e+08 nChanged 432
Entering ConstructFrom: 
Score: -116099072.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Entering Unmasked Estep 
Score: -1350434.750000 Penalty: 2312.491211
	Iteration 0F: 2 clusters Score -1350435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1341994.125000 Penalty: 4624.982422
	Iteration 0F: 3 clusters Score -1341994 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1344602.625000 Penalty: 4624.982422
	Iteration 1F: 3 clusters Score -1344603 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1344995.750000 Penalty: 4624.982422
	Iteration 2F: 3 clusters Score -1344996 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1345287.750000 Penalty: 4624.982422
	Iteration 3F: 3 clusters Score -1345288 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1345522.250000 Penalty: 4624.982422
	Iteration 4Q: 3 clusters Score -1345522 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1345715.000000 Penalty: 4624.982422
	Iteration 5Q: 3 clusters Score -1345715 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1345884.375000 Penalty: 4624.982422
	Iteration 6Q: 3 clusters Score -1345884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1346033.500000 Penalty: 4624.982422
	Iteration 7Q: 3 clusters Score -1346034 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1346209.250000 Penalty: 4624.982422
	Iteration 8Q: 3 clusters Score -1346209 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1346378.125000 Penalty: 4624.982422
	Iteration 9Q: 3 clusters Score -1346378 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1346565.125000 Penalty: 4624.982422
	Iteration 10Q: 3 clusters Score -1346565 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1346796.250000 Penalty: 4624.982422
	Iteration 11Q: 3 clusters Score -1346796 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1347062.875000 Penalty: 4624.982422
	Iteration 12Q: 3 clusters Score -1347063 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1347344.125000 Penalty: 4624.982422
	Iteration 13Q: 3 clusters Score -1347344 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1347585.625000 Penalty: 4624.982422
	Iteration 14Q: 3 clusters Score -1347586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1347771.875000 Penalty: 4624.982422
	Iteration 15Q: 3 clusters Score -1347772 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1347928.625000 Penalty: 4624.982422
	Iteration 16Q: 3 clusters Score -1347929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1348051.125000 Penalty: 4624.982422
	Iteration 17Q: 3 clusters Score -1348051 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1348152.500000 Penalty: 4624.982422
	Iteration 18Q: 3 clusters Score -1348152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1348234.625000 Penalty: 4624.982422
	Iteration 19Q: 3 clusters Score -1348235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1348299.375000 Penalty: 4624.982422
	Iteration 20F: 3 clusters Score -1348299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1348346.500000 Penalty: 4624.982422
	Iteration 21Q: 3 clusters Score -1348346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1348382.625000 Penalty: 4624.982422
	Iteration 22Q: 3 clusters Score -1348383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1348408.375000 Penalty: 4624.982422
	Iteration 23Q: 3 clusters Score -1348408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1348430.250000 Penalty: 4624.982422
	Iteration 24Q: 3 clusters Score -1348430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1348453.625000 Penalty: 4624.982422
	Iteration 25Q: 3 clusters Score -1348454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1348469.000000 Penalty: 4624.982422
	Iteration 26Q: 3 clusters Score -1348469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1348478.750000 Penalty: 4624.982422
	Iteration 27Q: 3 clusters Score -1348479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1348486.500000 Penalty: 4624.982422
	Iteration 28Q: 3 clusters Score -1348486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1348502.000000 Penalty: 4624.982422
	Iteration 29Q: 3 clusters Score -1348502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1348511.625000 Penalty: 4624.982422
	Iteration 30Q: 3 clusters Score -1348512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1348520.750000 Penalty: 4624.982422
	Iteration 31Q: 3 clusters Score -1348521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1348532.125000 Penalty: 4624.982422
	Iteration 32Q: 3 clusters Score -1348532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1348538.875000 Penalty: 4624.982422
	Iteration 33Q: 3 clusters Score -1348539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1348543.875000 Penalty: 4624.982422
	Iteration 34Q: 3 clusters Score -1348544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1348553.500000 Penalty: 4624.982422
	Iteration 35Q: 3 clusters Score -1348554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1348552.500000 Penalty: 4624.982422
	Iteration 36Q: 3 clusters Score -1348552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1348558.750000 Penalty: 4624.982422
	Iteration 37Q: 3 clusters Score -1348559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1348563.500000 Penalty: 4624.982422
	Iteration 38Q: 3 clusters Score -1348564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1348571.375000 Penalty: 4624.982422
	Iteration 39Q: 3 clusters Score -1348571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1348571.375000 Penalty: 4624.982422
	Iteration 40F: 3 clusters Score -1348571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1348575.375000 Penalty: 4624.982422
	Iteration 41Q: 3 clusters Score -1348575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1348574.750000 Penalty: 4624.982422
	Iteration 42Q: 3 clusters Score -1348575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1348579.000000 Penalty: 4624.982422
	Iteration 43Q: 3 clusters Score -1348579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1348579.875000 Penalty: 4624.982422
	Iteration 44Q: 3 clusters Score -1348580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1348585.875000 Penalty: 4624.982422
	Iteration 45Q: 3 clusters Score -1348586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1348591.250000 Penalty: 4624.982422
	Iteration 46Q: 3 clusters Score -1348591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1348592.250000 Penalty: 4624.982422
	Iteration 47Q: 3 clusters Score -1348592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1348593.500000 Penalty: 4624.982422
	Iteration 48Q: 3 clusters Score -1348594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1348595.250000 Penalty: 4624.982422
	Iteration 49Q: 3 clusters Score -1348595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1348599.125000 Penalty: 4624.982422
	Iteration 50Q: 3 clusters Score -1348599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1348605.750000 Penalty: 4624.982422
	Iteration 51Q: 3 clusters Score -1348606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1348608.625000 Penalty: 4624.982422
	Iteration 52Q: 3 clusters Score -1348609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1348607.125000 Penalty: 4624.982422
	Iteration 53Q: 3 clusters Score -1348607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1348610.125000 Penalty: 4624.982422
	Iteration 54Q: 3 clusters Score -1348610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1348610.000000 Penalty: 4624.982422
	Iteration 55Q: 3 clusters Score -1348610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1348613.000000 Penalty: 4624.982422
	Iteration 56Q: 3 clusters Score -1348613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1348612.375000 Penalty: 4624.982422
	Iteration 57Q: 3 clusters Score -1348612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1348613.625000 Penalty: 4624.982422
	Iteration 58Q: 3 clusters Score -1348614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1348613.750000 Penalty: 4624.982422
	Iteration 59Q: 3 clusters Score -1348614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1348615.375000 Penalty: 4624.982422
	Iteration 60F: 3 clusters Score -1348615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1348614.750000 Penalty: 4624.982422
	Iteration 61Q: 3 clusters Score -1348615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1348614.125000 Penalty: 4624.982422
	Iteration 62Q: 3 clusters Score -1348614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1348618.250000 Penalty: 4624.982422
	Iteration 63Q: 3 clusters Score -1348618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1348618.250000 Penalty: 4624.982422
	Iteration 64Q: 3 clusters Score -1348618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1348617.875000 Penalty: 4624.982422
	Iteration 65Q: 3 clusters Score -1348618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1348620.375000 Penalty: 4624.982422
	Iteration 66Q: 3 clusters Score -1348620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1348620.375000 Penalty: 4624.982422
	Iteration 67F: 3 clusters Score -1348620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Entering Unmasked Estep 
Score: -12227169.000000 Penalty: 2842.758789
	Iteration 0F: 2 clusters Score -1.222717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -12163379.000000 Penalty: 5685.517578
	Iteration 0F: 3 clusters Score -1.216338e+07 nChanged 44912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -12188776.000000 Penalty: 5685.517578
	Iteration 1F: 3 clusters Score -1.218878e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -12189346.000000 Penalty: 5685.517578
	Iteration 2Q: 3 clusters Score -1.218935e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -12190081.000000 Penalty: 5685.517578
	Iteration 3Q: 3 clusters Score -1.219008e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -12191278.000000 Penalty: 5685.517578
	Iteration 4Q: 3 clusters Score -1.219128e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -12193041.000000 Penalty: 5685.517578
	Iteration 5Q: 3 clusters Score -1.219304e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -12195765.000000 Penalty: 5685.517578
	Iteration 6F: 3 clusters Score -1.219576e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -12200375.000000 Penalty: 5685.517578
	Iteration 7F: 3 clusters Score -1.220038e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -12207070.000000 Penalty: 5685.517578
	Iteration 8F: 3 clusters Score -1.220707e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -12214256.000000 Penalty: 5685.517578
	Iteration 9F: 3 clusters Score -1.221426e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -12219998.000000 Penalty: 5685.517578
	Iteration 10F: 3 clusters Score -1.222e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -12222866.000000 Penalty: 5685.517578
	Iteration 11Q: 3 clusters Score -1.222287e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -12224019.000000 Penalty: 5685.517578
	Iteration 12Q: 3 clusters Score -1.222402e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -12224371.000000 Penalty: 5685.517578
	Iteration 13Q: 3 clusters Score -1.222437e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -12224492.000000 Penalty: 5685.517578
	Iteration 14Q: 3 clusters Score -1.222449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -12224537.000000 Penalty: 5685.517578
	Iteration 15Q: 3 clusters Score -1.222454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12224582.000000 Penalty: 5685.517578
	Iteration 16Q: 3 clusters Score -1.222458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -12224616.000000 Penalty: 5685.517578
	Iteration 17Q: 3 clusters Score -1.222462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -12224642.000000 Penalty: 5685.517578
	Iteration 18Q: 3 clusters Score -1.222464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -12224659.000000 Penalty: 5685.517578
	Iteration 19Q: 3 clusters Score -1.222466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -12224659.000000 Penalty: 5685.517578
	Iteration 20F: 3 clusters Score -1.222466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -12224653.000000 Penalty: 5685.517578
	Iteration 21Q: 3 clusters Score -1.222465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -12224662.000000 Penalty: 5685.517578
	Iteration 22Q: 3 clusters Score -1.222466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -12224660.000000 Penalty: 5685.517578
	Iteration 23Q: 3 clusters Score -1.222466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -12224670.000000 Penalty: 5685.517578
	Iteration 24Q: 3 clusters Score -1.222467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -12224677.000000 Penalty: 5685.517578
	Iteration 25Q: 3 clusters Score -1.222468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -12224674.000000 Penalty: 5685.517578
	Iteration 26Q: 3 clusters Score -1.222467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -12224674.000000 Penalty: 5685.517578
	Iteration 27F: 3 clusters Score -1.222467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Entering Unmasked Estep 
Score: -6878771.000000 Penalty: 2699.239258
	Iteration 0F: 2 clusters Score -6878771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -6842900.500000 Penalty: 5398.478516
	Iteration 0F: 3 clusters Score -6842900 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6856444.000000 Penalty: 5398.478516
	Iteration 1F: 3 clusters Score -6856444 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6856972.000000 Penalty: 5398.478516
	Iteration 2Q: 3 clusters Score -6856972 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -6857481.500000 Penalty: 5398.478516
	Iteration 3Q: 3 clusters Score -6857482 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6858057.000000 Penalty: 5398.478516
	Iteration 4Q: 3 clusters Score -6858057 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -6858739.500000 Penalty: 5398.478516
	Iteration 5Q: 3 clusters Score -6858740 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -6859804.000000 Penalty: 5398.478516
	Iteration 6Q: 3 clusters Score -6859804 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -6861486.500000 Penalty: 5398.478516
	Iteration 7F: 3 clusters Score -6861486 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -6864141.500000 Penalty: 5398.478516
	Iteration 8F: 3 clusters Score -6864142 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6867763.500000 Penalty: 5398.478516
	Iteration 9F: 3 clusters Score -6867764 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -6871309.500000 Penalty: 5398.478516
	Iteration 10F: 3 clusters Score -6871310 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6873966.000000 Penalty: 5398.478516
	Iteration 11F: 3 clusters Score -6873966 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -6875279.000000 Penalty: 5398.478516
	Iteration 12Q: 3 clusters Score -6875279 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -6875867.500000 Penalty: 5398.478516
	Iteration 13Q: 3 clusters Score -6875868 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -6876162.000000 Penalty: 5398.478516
	Iteration 14Q: 3 clusters Score -6876162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6876272.000000 Penalty: 5398.478516
	Iteration 15Q: 3 clusters Score -6876272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -6876322.000000 Penalty: 5398.478516
	Iteration 16Q: 3 clusters Score -6876322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -6876355.000000 Penalty: 5398.478516
	Iteration 17Q: 3 clusters Score -6876355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6876374.500000 Penalty: 5398.478516
	Iteration 18Q: 3 clusters Score -6876374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -6876392.500000 Penalty: 5398.478516
	Iteration 19Q: 3 clusters Score -6876392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -6876401.500000 Penalty: 5398.478516
	Iteration 20F: 3 clusters Score -6876402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -6876412.500000 Penalty: 5398.478516
	Iteration 21Q: 3 clusters Score -6876412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -6876422.500000 Penalty: 5398.478516
	Iteration 22Q: 3 clusters Score -6876422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6876421.500000 Penalty: 5398.478516
	Iteration 23Q: 3 clusters Score -6876422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6876426.500000 Penalty: 5398.478516
	Iteration 24Q: 3 clusters Score -6876426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -6876431.500000 Penalty: 5398.478516
	Iteration 25Q: 3 clusters Score -6876432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -6876431.000000 Penalty: 5398.478516
	Iteration 26Q: 3 clusters Score -6876431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -6876430.000000 Penalty: 5398.478516
	Iteration 27Q: 3 clusters Score -6876430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6876430.500000 Penalty: 5398.478516
	Iteration 28Q: 3 clusters Score -6876430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6876430.500000 Penalty: 5398.478516
	Iteration 29F: 3 clusters Score -6876430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -623193.375000 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -623193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -618716.187500 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -618716.2 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -619752.187500 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -619752.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -619965.500000 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -619965.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -620104.562500 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -620104.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -620195.500000 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -620195.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -620248.687500 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -620248.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -620285.125000 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -620285.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -620306.250000 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -620306.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -620326.375000 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -620326.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -620340.437500 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -620340.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -620352.937500 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -620352.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -620368.250000 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -620368.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -620383.187500 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -620383.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -620397.125000 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -620397.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -620409.250000 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -620409.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -620416.562500 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -620416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -620425.687500 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -620425.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -620433.875000 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -620433.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -620442.625000 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -620442.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -620449.500000 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -620449.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -620452.312500 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -620452.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -620458.562500 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -620458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -620461.312500 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -620461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -620464.687500 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -620464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -620467.937500 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -620467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -620472.062500 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -620472.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -620476.625000 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -620476.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620481.375000 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -620481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -620484.687500 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -620484.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -620490.562500 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -620490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -620493.875000 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -620493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -620496.125000 Penalty: 4217.434082
	Iteration 31Q: 3 clusters Score -620496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -620499.187500 Penalty: 4217.434082
	Iteration 32Q: 3 clusters Score -620499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -620502.062500 Penalty: 4217.434082
	Iteration 33Q: 3 clusters Score -620502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -620502.812500 Penalty: 4217.434082
	Iteration 34Q: 3 clusters Score -620502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -620504.062500 Penalty: 4217.434082
	Iteration 35Q: 3 clusters Score -620504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -620506.187500 Penalty: 4217.434082
	Iteration 36Q: 3 clusters Score -620506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -620509.875000 Penalty: 4217.434082
	Iteration 37Q: 3 clusters Score -620509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -620514.250000 Penalty: 4217.434082
	Iteration 38Q: 3 clusters Score -620514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -620518.312500 Penalty: 4217.434082
	Iteration 39Q: 3 clusters Score -620518.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -620524.437500 Penalty: 4217.434082
	Iteration 40F: 3 clusters Score -620524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -620529.062500 Penalty: 4217.434082
	Iteration 41Q: 3 clusters Score -620529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -620536.375000 Penalty: 4217.434082
	Iteration 42Q: 3 clusters Score -620536.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -620542.062500 Penalty: 4217.434082
	Iteration 43Q: 3 clusters Score -620542.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -620548.750000 Penalty: 4217.434082
	Iteration 44Q: 3 clusters Score -620548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -620553.375000 Penalty: 4217.434082
	Iteration 45Q: 3 clusters Score -620553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -620559.250000 Penalty: 4217.434082
	Iteration 46Q: 3 clusters Score -620559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -620563.437500 Penalty: 4217.434082
	Iteration 47Q: 3 clusters Score -620563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -620568.750000 Penalty: 4217.434082
	Iteration 48Q: 3 clusters Score -620568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -620572.500000 Penalty: 4217.434082
	Iteration 49Q: 3 clusters Score -620572.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -620577.750000 Penalty: 4217.434082
	Iteration 50Q: 3 clusters Score -620577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -620580.937500 Penalty: 4217.434082
	Iteration 51Q: 3 clusters Score -620580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -620583.937500 Penalty: 4217.434082
	Iteration 52Q: 3 clusters Score -620583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620590.500000 Penalty: 4217.434082
	Iteration 53Q: 3 clusters Score -620590.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -620596.750000 Penalty: 4217.434082
	Iteration 54Q: 3 clusters Score -620596.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -620604.187500 Penalty: 4217.434082
	Iteration 55Q: 3 clusters Score -620604.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -620610.375000 Penalty: 4217.434082
	Iteration 56Q: 3 clusters Score -620610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -620617.437500 Penalty: 4217.434082
	Iteration 57Q: 3 clusters Score -620617.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -620622.062500 Penalty: 4217.434082
	Iteration 58Q: 3 clusters Score -620622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -620628.312500 Penalty: 4217.434082
	Iteration 59Q: 3 clusters Score -620628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -620634.625000 Penalty: 4217.434082
	Iteration 60F: 3 clusters Score -620634.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -620644.250000 Penalty: 4217.434082
	Iteration 61Q: 3 clusters Score -620644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -620650.125000 Penalty: 4217.434082
	Iteration 62Q: 3 clusters Score -620650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -620658.062500 Penalty: 4217.434082
	Iteration 63Q: 3 clusters Score -620658.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -620669.562500 Penalty: 4217.434082
	Iteration 64Q: 3 clusters Score -620669.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -620681.437500 Penalty: 4217.434082
	Iteration 65Q: 3 clusters Score -620681.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -620692.437500 Penalty: 4217.434082
	Iteration 66Q: 3 clusters Score -620692.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -620700.750000 Penalty: 4217.434082
	Iteration 67Q: 3 clusters Score -620700.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -620707.312500 Penalty: 4217.434082
	Iteration 68Q: 3 clusters Score -620707.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -620713.500000 Penalty: 4217.434082
	Iteration 69Q: 3 clusters Score -620713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -620720.437500 Penalty: 4217.434082
	Iteration 70Q: 3 clusters Score -620720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -620726.062500 Penalty: 4217.434082
	Iteration 71Q: 3 clusters Score -620726.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -620731.625000 Penalty: 4217.434082
	Iteration 72Q: 3 clusters Score -620731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -620740.687500 Penalty: 4217.434082
	Iteration 73Q: 3 clusters Score -620740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -620747.125000 Penalty: 4217.434082
	Iteration 74Q: 3 clusters Score -620747.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -620757.250000 Penalty: 4217.434082
	Iteration 75Q: 3 clusters Score -620757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -620764.375000 Penalty: 4217.434082
	Iteration 76Q: 3 clusters Score -620764.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -620780.000000 Penalty: 4217.434082
	Iteration 77Q: 3 clusters Score -620780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -620794.312500 Penalty: 4217.434082
	Iteration 78Q: 3 clusters Score -620794.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -620815.125000 Penalty: 4217.434082
	Iteration 79Q: 3 clusters Score -620815.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -620834.000000 Penalty: 4217.434082
	Iteration 80F: 3 clusters Score -620834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -620857.562500 Penalty: 4217.434082
	Iteration 81Q: 3 clusters Score -620857.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -620879.500000 Penalty: 4217.434082
	Iteration 82Q: 3 clusters Score -620879.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -620900.187500 Penalty: 4217.434082
	Iteration 83Q: 3 clusters Score -620900.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -620926.937500 Penalty: 4217.434082
	Iteration 84Q: 3 clusters Score -620926.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -620943.062500 Penalty: 4217.434082
	Iteration 85Q: 3 clusters Score -620943.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -620959.187500 Penalty: 4217.434082
	Iteration 86Q: 3 clusters Score -620959.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -620969.812500 Penalty: 4217.434082
	Iteration 87Q: 3 clusters Score -620969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -620976.625000 Penalty: 4217.434082
	Iteration 88Q: 3 clusters Score -620976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -620985.875000 Penalty: 4217.434082
	Iteration 89Q: 3 clusters Score -620985.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -620995.625000 Penalty: 4217.434082
	Iteration 90Q: 3 clusters Score -620995.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -621008.312500 Penalty: 4217.434082
	Iteration 91Q: 3 clusters Score -621008.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -621021.187500 Penalty: 4217.434082
	Iteration 92Q: 3 clusters Score -621021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -621033.437500 Penalty: 4217.434082
	Iteration 93Q: 3 clusters Score -621033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -621045.125000 Penalty: 4217.434082
	Iteration 94Q: 3 clusters Score -621045.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -621058.687500 Penalty: 4217.434082
	Iteration 95Q: 3 clusters Score -621058.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -621072.562500 Penalty: 4217.434082
	Iteration 96Q: 3 clusters Score -621072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -621089.937500 Penalty: 4217.434082
	Iteration 97Q: 3 clusters Score -621089.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -621105.312500 Penalty: 4217.434082
	Iteration 98Q: 3 clusters Score -621105.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -621121.875000 Penalty: 4217.434082
	Iteration 99Q: 3 clusters Score -621121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -621134.812500 Penalty: 4217.434082
	Iteration 100F: 3 clusters Score -621134.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -621146.250000 Penalty: 4217.434082
	Iteration 101Q: 3 clusters Score -621146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -621158.625000 Penalty: 4217.434082
	Iteration 102Q: 3 clusters Score -621158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -621169.625000 Penalty: 4217.434082
	Iteration 103Q: 3 clusters Score -621169.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -621181.750000 Penalty: 4217.434082
	Iteration 104Q: 3 clusters Score -621181.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -621192.812500 Penalty: 4217.434082
	Iteration 105Q: 3 clusters Score -621192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -621205.000000 Penalty: 4217.434082
	Iteration 106Q: 3 clusters Score -621205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -621214.437500 Penalty: 4217.434082
	Iteration 107Q: 3 clusters Score -621214.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -621220.750000 Penalty: 4217.434082
	Iteration 108Q: 3 clusters Score -621220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -621230.062500 Penalty: 4217.434082
	Iteration 109Q: 3 clusters Score -621230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -621241.562500 Penalty: 4217.434082
	Iteration 110Q: 3 clusters Score -621241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -621251.937500 Penalty: 4217.434082
	Iteration 111Q: 3 clusters Score -621251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -621258.625000 Penalty: 4217.434082
	Iteration 112Q: 3 clusters Score -621258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -621268.375000 Penalty: 4217.434082
	Iteration 113Q: 3 clusters Score -621268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -621280.062500 Penalty: 4217.434082
	Iteration 114Q: 3 clusters Score -621280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -621287.937500 Penalty: 4217.434082
	Iteration 115Q: 3 clusters Score -621287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -621291.875000 Penalty: 4217.434082
	Iteration 116Q: 3 clusters Score -621291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -621296.687500 Penalty: 4217.434082
	Iteration 117Q: 3 clusters Score -621296.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -621301.875000 Penalty: 4217.434082
	Iteration 118Q: 3 clusters Score -621301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -621306.062500 Penalty: 4217.434082
	Iteration 119Q: 3 clusters Score -621306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -621310.000000 Penalty: 4217.434082
	Iteration 120F: 3 clusters Score -621310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -621313.750000 Penalty: 4217.434082
	Iteration 121Q: 3 clusters Score -621313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -621314.875000 Penalty: 4217.434082
	Iteration 122Q: 3 clusters Score -621314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -621316.625000 Penalty: 4217.434082
	Iteration 123Q: 3 clusters Score -621316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -621317.437500 Penalty: 4217.434082
	Iteration 124Q: 3 clusters Score -621317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -621319.812500 Penalty: 4217.434082
	Iteration 125Q: 3 clusters Score -621319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -621321.437500 Penalty: 4217.434082
	Iteration 126Q: 3 clusters Score -621321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -621324.250000 Penalty: 4217.434082
	Iteration 127Q: 3 clusters Score -621324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -621325.312500 Penalty: 4217.434082
	Iteration 128Q: 3 clusters Score -621325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -621328.625000 Penalty: 4217.434082
	Iteration 129Q: 3 clusters Score -621328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -621330.500000 Penalty: 4217.434082
	Iteration 130Q: 3 clusters Score -621330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -621330.375000 Penalty: 4217.434082
	Iteration 131Q: 3 clusters Score -621330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -621330.375000 Penalty: 4217.434082
	Iteration 132F: 3 clusters Score -621330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Entering Unmasked Estep 
Score: -2829100.000000 Penalty: 2477.823486
	Iteration 0F: 2 clusters Score -2829100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2813777.000000 Penalty: 4955.646973
	Iteration 0F: 3 clusters Score -2813777 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2818937.000000 Penalty: 4955.646973
	Iteration 1F: 3 clusters Score -2818937 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2819338.500000 Penalty: 4955.646973
	Iteration 2F: 3 clusters Score -2819338 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2819736.250000 Penalty: 4955.646973
	Iteration 3Q: 3 clusters Score -2819736 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2820183.500000 Penalty: 4955.646973
	Iteration 4Q: 3 clusters Score -2820184 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2820765.000000 Penalty: 4955.646973
	Iteration 5F: 3 clusters Score -2820765 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2821525.000000 Penalty: 4955.646973
	Iteration 6F: 3 clusters Score -2821525 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2822492.750000 Penalty: 4955.646973
	Iteration 7F: 3 clusters Score -2822493 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2823578.250000 Penalty: 4955.646973
	Iteration 8F: 3 clusters Score -2823578 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2824652.000000 Penalty: 4955.646973
	Iteration 9F: 3 clusters Score -2824652 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2825549.250000 Penalty: 4955.646973
	Iteration 10Q: 3 clusters Score -2825549 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2826191.250000 Penalty: 4955.646973
	Iteration 11Q: 3 clusters Score -2826191 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2826489.250000 Penalty: 4955.646973
	Iteration 12Q: 3 clusters Score -2826489 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2826640.000000 Penalty: 4955.646973
	Iteration 13Q: 3 clusters Score -2826640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2826733.750000 Penalty: 4955.646973
	Iteration 14Q: 3 clusters Score -2826734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2826790.000000 Penalty: 4955.646973
	Iteration 15Q: 3 clusters Score -2826790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2826839.000000 Penalty: 4955.646973
	Iteration 16Q: 3 clusters Score -2826839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2826861.250000 Penalty: 4955.646973
	Iteration 17Q: 3 clusters Score -2826861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2826874.750000 Penalty: 4955.646973
	Iteration 18Q: 3 clusters Score -2826875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2826883.250000 Penalty: 4955.646973
	Iteration 19Q: 3 clusters Score -2826883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2826892.000000 Penalty: 4955.646973
	Iteration 20F: 3 clusters Score -2826892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2826895.250000 Penalty: 4955.646973
	Iteration 21Q: 3 clusters Score -2826895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2826902.250000 Penalty: 4955.646973
	Iteration 22Q: 3 clusters Score -2826902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2826906.000000 Penalty: 4955.646973
	Iteration 23Q: 3 clusters Score -2826906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2826910.500000 Penalty: 4955.646973
	Iteration 24Q: 3 clusters Score -2826910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2826913.750000 Penalty: 4955.646973
	Iteration 25Q: 3 clusters Score -2826914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2826912.250000 Penalty: 4955.646973
	Iteration 26Q: 3 clusters Score -2826912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2826913.500000 Penalty: 4955.646973
	Iteration 27Q: 3 clusters Score -2826914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2826918.500000 Penalty: 4955.646973
	Iteration 28Q: 3 clusters Score -2826918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2826920.750000 Penalty: 4955.646973
	Iteration 29Q: 3 clusters Score -2826921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2826923.750000 Penalty: 4955.646973
	Iteration 30Q: 3 clusters Score -2826924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2826928.000000 Penalty: 4955.646973
	Iteration 31Q: 3 clusters Score -2826928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2826929.500000 Penalty: 4955.646973
	Iteration 32Q: 3 clusters Score -2826930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2826930.500000 Penalty: 4955.646973
	Iteration 33Q: 3 clusters Score -2826930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2826931.250000 Penalty: 4955.646973
	Iteration 34Q: 3 clusters Score -2826931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2826931.250000 Penalty: 4955.646973
	Iteration 35F: 3 clusters Score -2826931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 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 164 members 
Entering Unmasked Estep 
Score: -40375.355469 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40375.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40500.785156 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40500.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40529.464844 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40529.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40529.464844 Penalty: 2913.965820
	Iteration 3F: 3 clusters Score -40529.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (291717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291717 members 
Entering Unmasked Estep 
Score: -37088572.000000 Penalty: 3120.717773
	Iteration 0F: 2 clusters Score -3.708857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145799 members 
Mstep: Class 2 contains 145918 members 
Entering Unmasked Estep 
Score: -36912348.000000 Penalty: 6241.435547
	Iteration 0F: 3 clusters Score -3.691235e+07 nChanged 141497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144010 members 
Mstep: Class 2 contains 147707 members 
Entering Unmasked Estep 
Score: -36996700.000000 Penalty: 6241.435547
	Iteration 1F: 3 clusters Score -3.69967e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -36997504.000000 Penalty: 6241.435547
	Iteration 2Q: 3 clusters Score -3.69975e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140634 members 
Mstep: Class 2 contains 151083 members 
Entering Unmasked Estep 
Score: -36998448.000000 Penalty: 6241.435547
	Iteration 3Q: 3 clusters Score -3.699845e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -36999828.000000 Penalty: 6241.435547
	Iteration 4Q: 3 clusters Score -3.699983e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -37001792.000000 Penalty: 6241.435547
	Iteration 5Q: 3 clusters Score -3.700179e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -37004564.000000 Penalty: 6241.435547
	Iteration 6Q: 3 clusters Score -3.700456e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -37009280.000000 Penalty: 6241.435547
	Iteration 7Q: 3 clusters Score -3.700928e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -37017108.000000 Penalty: 6241.435547
	Iteration 8F: 3 clusters Score -3.701711e+07 nChanged 17935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 204988 members 
Entering Unmasked Estep 
Score: -37028332.000000 Penalty: 6241.435547
	Iteration 9F: 3 clusters Score -3.702833e+07 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 223034 members 
Entering Unmasked Estep 
Score: -37041732.000000 Penalty: 6241.435547
	Iteration 10F: 3 clusters Score -3.704173e+07 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 238995 members 
Entering Unmasked Estep 
Score: -37054692.000000 Penalty: 6241.435547
	Iteration 11F: 3 clusters Score -3.705469e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 250342 members 
Entering Unmasked Estep 
Score: -37064172.000000 Penalty: 6241.435547
	Iteration 12Q: 3 clusters Score -3.706417e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 257626 members 
Entering Unmasked Estep 
Score: -37069352.000000 Penalty: 6241.435547
	Iteration 13Q: 3 clusters Score -3.706935e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 262564 members 
Entering Unmasked Estep 
Score: -37072380.000000 Penalty: 6241.435547
	Iteration 14Q: 3 clusters Score -3.707238e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 266445 members 
Entering Unmasked Estep 
Score: -37074164.000000 Penalty: 6241.435547
	Iteration 15Q: 3 clusters Score -3.707416e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 269798 members 
Entering Unmasked Estep 
Score: -37075732.000000 Penalty: 6241.435547
	Iteration 16Q: 3 clusters Score -3.707573e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 272877 members 
Entering Unmasked Estep 
Score: -37077072.000000 Penalty: 6241.435547
	Iteration 17Q: 3 clusters Score -3.707707e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 275712 members 
Entering Unmasked Estep 
Score: -37078264.000000 Penalty: 6241.435547
	Iteration 18Q: 3 clusters Score -3.707826e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 278233 members 
Entering Unmasked Estep 
Score: -37079412.000000 Penalty: 6241.435547
	Iteration 19Q: 3 clusters Score -3.707941e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 280533 members 
Entering Unmasked Estep 
Score: -37080476.000000 Penalty: 6241.435547
	Iteration 20F: 3 clusters Score -3.708048e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 282468 members 
Entering Unmasked Estep 
Score: -37081388.000000 Penalty: 6241.435547
	Iteration 21Q: 3 clusters Score -3.708139e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 284109 members 
Entering Unmasked Estep 
Score: -37082140.000000 Penalty: 6241.435547
	Iteration 22Q: 3 clusters Score -3.708214e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 285524 members 
Entering Unmasked Estep 
Score: -37082724.000000 Penalty: 6241.435547
	Iteration 23Q: 3 clusters Score -3.708272e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 286737 members 
Entering Unmasked Estep 
Score: -37083268.000000 Penalty: 6241.435547
	Iteration 24Q: 3 clusters Score -3.708327e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 287692 members 
Entering Unmasked Estep 
Score: -37083812.000000 Penalty: 6241.435547
	Iteration 25Q: 3 clusters Score -3.708381e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 288455 members 
Entering Unmasked Estep 
Score: -37084228.000000 Penalty: 6241.435547
	Iteration 26Q: 3 clusters Score -3.708423e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 289029 members 
Entering Unmasked Estep 
Score: -37084492.000000 Penalty: 6241.435547
	Iteration 27Q: 3 clusters Score -3.708449e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 289463 members 
Entering Unmasked Estep 
Score: -37084764.000000 Penalty: 6241.435547
	Iteration 28Q: 3 clusters Score -3.708476e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 289776 members 
Entering Unmasked Estep 
Score: -37084996.000000 Penalty: 6241.435547
	Iteration 29Q: 3 clusters Score -3.7085e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 290027 members 
Entering Unmasked Estep 
Score: -37085184.000000 Penalty: 6241.435547
	Iteration 30Q: 3 clusters Score -3.708518e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 290205 members 
Entering Unmasked Estep 
Score: -37085268.000000 Penalty: 6241.435547
	Iteration 31Q: 3 clusters Score -3.708527e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 290355 members 
Entering Unmasked Estep 
Score: -37085376.000000 Penalty: 6241.435547
	Iteration 32Q: 3 clusters Score -3.708538e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 290485 members 
Entering Unmasked Estep 
Score: -37085424.000000 Penalty: 6241.435547
	Iteration 33Q: 3 clusters Score -3.708542e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 290577 members 
Entering Unmasked Estep 
Score: -37085536.000000 Penalty: 6241.435547
	Iteration 34Q: 3 clusters Score -3.708554e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 290651 members 
Entering Unmasked Estep 
Score: -37085588.000000 Penalty: 6241.435547
	Iteration 35Q: 3 clusters Score -3.708559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 290701 members 
Entering Unmasked Estep 
Score: -37085620.000000 Penalty: 6241.435547
	Iteration 36Q: 3 clusters Score -3.708562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 290747 members 
Entering Unmasked Estep 
Score: -37085636.000000 Penalty: 6241.435547
	Iteration 37Q: 3 clusters Score -3.708564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 290786 members 
Entering Unmasked Estep 
Score: -37085620.000000 Penalty: 6241.435547
	Iteration 38Q: 3 clusters Score -3.708562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 290817 members 
Entering Unmasked Estep 
Score: -37085620.000000 Penalty: 6241.435547
	Iteration 39Q: 3 clusters Score -3.708562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 290835 members 
Entering Unmasked Estep 
Score: -37085644.000000 Penalty: 6241.435547
	Iteration 40F: 3 clusters Score -3.708564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 290841 members 
Entering Unmasked Estep 
Score: -37085672.000000 Penalty: 6241.435547
	Iteration 41Q: 3 clusters Score -3.708567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 290850 members 
Entering Unmasked Estep 
Score: -37085652.000000 Penalty: 6241.435547
	Iteration 42Q: 3 clusters Score -3.708565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 290857 members 
Entering Unmasked Estep 
Score: -37085676.000000 Penalty: 6241.435547
	Iteration 43Q: 3 clusters Score -3.708568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 290864 members 
Entering Unmasked Estep 
Score: -37085680.000000 Penalty: 6241.435547
	Iteration 44Q: 3 clusters Score -3.708568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 290871 members 
Entering Unmasked Estep 
Score: -37085692.000000 Penalty: 6241.435547
	Iteration 45Q: 3 clusters Score -3.708569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 290877 members 
Entering Unmasked Estep 
Score: -37085688.000000 Penalty: 6241.435547
	Iteration 46Q: 3 clusters Score -3.708569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 290880 members 
Entering Unmasked Estep 
Score: -37085692.000000 Penalty: 6241.435547
	Iteration 47Q: 3 clusters Score -3.708569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 290885 members 
Entering Unmasked Estep 
Score: -37085692.000000 Penalty: 6241.435547
	Iteration 48Q: 3 clusters Score -3.708569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 290886 members 
Entering Unmasked Estep 
Score: -37085700.000000 Penalty: 6241.435547
	Iteration 49Q: 3 clusters Score -3.70857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 290887 members 
Entering Unmasked Estep 
Score: -37085684.000000 Penalty: 6241.435547
	Iteration 50Q: 3 clusters Score -3.708568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 290887 members 
Entering Unmasked Estep 
Score: -37085684.000000 Penalty: 6241.435547
	Iteration 51F: 3 clusters Score -3.708568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -294291.718750 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -294291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291409.187500 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -291409.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -292019.500000 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -292019.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292248.906250 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -292248.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -292401.218750 Penalty: 3869.895752
	Iteration 3F: 3 clusters Score -292401.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -292532.187500 Penalty: 3869.895752
	Iteration 4F: 3 clusters Score -292532.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -292643.437500 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -292643.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292725.968750 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -292726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -292792.562500 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -292792.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -292846.812500 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -292846.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -292881.093750 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -292881.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -292897.125000 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -292897.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -292904.843750 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -292904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -292915.156250 Penalty: 3869.895752
	Iteration 12Q: 3 clusters Score -292915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -292925.125000 Penalty: 3869.895752
	Iteration 13Q: 3 clusters Score -292925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -292930.843750 Penalty: 3869.895752
	Iteration 14Q: 3 clusters Score -292930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -292937.406250 Penalty: 3869.895752
	Iteration 15Q: 3 clusters Score -292937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -292942.562500 Penalty: 3869.895752
	Iteration 16Q: 3 clusters Score -292942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -292946.250000 Penalty: 3869.895752
	Iteration 17Q: 3 clusters Score -292946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -292947.000000 Penalty: 3869.895752
	Iteration 18Q: 3 clusters Score -292947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -292947.562500 Penalty: 3869.895752
	Iteration 19Q: 3 clusters Score -292947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -292947.656250 Penalty: 3869.895752
	Iteration 20F: 3 clusters Score -292947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -292949.500000 Penalty: 3869.895752
	Iteration 21Q: 3 clusters Score -292949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -292951.687500 Penalty: 3869.895752
	Iteration 22Q: 3 clusters Score -292951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292954.437500 Penalty: 3869.895752
	Iteration 23Q: 3 clusters Score -292954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -292955.281250 Penalty: 3869.895752
	Iteration 24Q: 3 clusters Score -292955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -292956.031250 Penalty: 3869.895752
	Iteration 25Q: 3 clusters Score -292956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -292957.250000 Penalty: 3869.895752
	Iteration 26Q: 3 clusters Score -292957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -292958.468750 Penalty: 3869.895752
	Iteration 27Q: 3 clusters Score -292958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292960.750000 Penalty: 3869.895752
	Iteration 28Q: 3 clusters Score -292960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -292961.937500 Penalty: 3869.895752
	Iteration 29Q: 3 clusters Score -292961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292963.031250 Penalty: 3869.895752
	Iteration 30Q: 3 clusters Score -292963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -292964.187500 Penalty: 3869.895752
	Iteration 31Q: 3 clusters Score -292964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -292964.437500 Penalty: 3869.895752
	Iteration 32Q: 3 clusters Score -292964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -292964.437500 Penalty: 3869.895752
	Iteration 33F: 3 clusters Score -292964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Entering Unmasked Estep 
Score: -5866706.500000 Penalty: 2667.500488
	Iteration 0F: 2 clusters Score -5866706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5834835.500000 Penalty: 5335.000977
	Iteration 0F: 3 clusters Score -5834836 nChanged 21756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5846678.000000 Penalty: 5335.000977
	Iteration 1F: 3 clusters Score -5846678 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5847217.500000 Penalty: 5335.000977
	Iteration 2Q: 3 clusters Score -5847218 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5847689.500000 Penalty: 5335.000977
	Iteration 3Q: 3 clusters Score -5847690 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -5848189.000000 Penalty: 5335.000977
	Iteration 4Q: 3 clusters Score -5848189 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5848818.500000 Penalty: 5335.000977
	Iteration 5Q: 3 clusters Score -5848818 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5849529.500000 Penalty: 5335.000977
	Iteration 6Q: 3 clusters Score -5849530 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5850448.000000 Penalty: 5335.000977
	Iteration 7Q: 3 clusters Score -5850448 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5851577.000000 Penalty: 5335.000977
	Iteration 8Q: 3 clusters Score -5851577 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5853047.500000 Penalty: 5335.000977
	Iteration 9Q: 3 clusters Score -5853048 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5854628.000000 Penalty: 5335.000977
	Iteration 10Q: 3 clusters Score -5854628 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5856096.500000 Penalty: 5335.000977
	Iteration 11Q: 3 clusters Score -5856096 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5857505.000000 Penalty: 5335.000977
	Iteration 12Q: 3 clusters Score -5857505 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5858667.500000 Penalty: 5335.000977
	Iteration 13Q: 3 clusters Score -5858668 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5859519.000000 Penalty: 5335.000977
	Iteration 14Q: 3 clusters Score -5859519 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5860247.500000 Penalty: 5335.000977
	Iteration 15Q: 3 clusters Score -5860248 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5860914.000000 Penalty: 5335.000977
	Iteration 16Q: 3 clusters Score -5860914 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -5861449.000000 Penalty: 5335.000977
	Iteration 17Q: 3 clusters Score -5861449 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5861937.000000 Penalty: 5335.000977
	Iteration 18Q: 3 clusters Score -5861937 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5862401.500000 Penalty: 5335.000977
	Iteration 19Q: 3 clusters Score -5862402 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5862816.500000 Penalty: 5335.000977
	Iteration 20F: 3 clusters Score -5862816 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5863160.000000 Penalty: 5335.000977
	Iteration 21Q: 3 clusters Score -5863160 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5863440.500000 Penalty: 5335.000977
	Iteration 22Q: 3 clusters Score -5863440 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5863663.500000 Penalty: 5335.000977
	Iteration 23Q: 3 clusters Score -5863664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5863833.000000 Penalty: 5335.000977
	Iteration 24Q: 3 clusters Score -5863833 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5863985.000000 Penalty: 5335.000977
	Iteration 25Q: 3 clusters Score -5863985 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5864075.000000 Penalty: 5335.000977
	Iteration 26Q: 3 clusters Score -5864075 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5864159.000000 Penalty: 5335.000977
	Iteration 27Q: 3 clusters Score -5864159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5864210.500000 Penalty: 5335.000977
	Iteration 28Q: 3 clusters Score -5864210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5864267.500000 Penalty: 5335.000977
	Iteration 29Q: 3 clusters Score -5864268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5864302.500000 Penalty: 5335.000977
	Iteration 30Q: 3 clusters Score -5864302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5864316.500000 Penalty: 5335.000977
	Iteration 31Q: 3 clusters Score -5864316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -5864337.500000 Penalty: 5335.000977
	Iteration 32Q: 3 clusters Score -5864338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -5864356.500000 Penalty: 5335.000977
	Iteration 33Q: 3 clusters Score -5864356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5864378.500000 Penalty: 5335.000977
	Iteration 34Q: 3 clusters Score -5864378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5864399.000000 Penalty: 5335.000977
	Iteration 35Q: 3 clusters Score -5864399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -5864401.000000 Penalty: 5335.000977
	Iteration 36Q: 3 clusters Score -5864401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5864407.000000 Penalty: 5335.000977
	Iteration 37Q: 3 clusters Score -5864407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -5864426.000000 Penalty: 5335.000977
	Iteration 38Q: 3 clusters Score -5864426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5864428.500000 Penalty: 5335.000977
	Iteration 39Q: 3 clusters Score -5864428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5864438.500000 Penalty: 5335.000977
	Iteration 40F: 3 clusters Score -5864438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -5864458.000000 Penalty: 5335.000977
	Iteration 41Q: 3 clusters Score -5864458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5864469.000000 Penalty: 5335.000977
	Iteration 42Q: 3 clusters Score -5864469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5864477.000000 Penalty: 5335.000977
	Iteration 43Q: 3 clusters Score -5864477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5864484.500000 Penalty: 5335.000977
	Iteration 44Q: 3 clusters Score -5864484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5864492.500000 Penalty: 5335.000977
	Iteration 45Q: 3 clusters Score -5864492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5864489.000000 Penalty: 5335.000977
	Iteration 46Q: 3 clusters Score -5864489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5864503.500000 Penalty: 5335.000977
	Iteration 47Q: 3 clusters Score -5864504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5864500.000000 Penalty: 5335.000977
	Iteration 48Q: 3 clusters Score -5864500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -5864504.000000 Penalty: 5335.000977
	Iteration 49Q: 3 clusters Score -5864504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -5864501.000000 Penalty: 5335.000977
	Iteration 50Q: 3 clusters Score -5864501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -5864501.500000 Penalty: 5335.000977
	Iteration 51Q: 3 clusters Score -5864502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5864500.000000 Penalty: 5335.000977
	Iteration 52Q: 3 clusters Score -5864500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5864500.000000 Penalty: 5335.000977
	Iteration 53F: 3 clusters Score -5864500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -740440.625000 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -740440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -735237.875000 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -735237.9 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -736599.062500 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -736599.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -736969.437500 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -736969.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -737326.625000 Penalty: 4318.419434
	Iteration 3F: 3 clusters Score -737326.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -737614.937500 Penalty: 4318.419434
	Iteration 4F: 3 clusters Score -737614.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -737889.875000 Penalty: 4318.419434
	Iteration 5F: 3 clusters Score -737889.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -738166.562500 Penalty: 4318.419434
	Iteration 6F: 3 clusters Score -738166.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -738426.625000 Penalty: 4318.419434
	Iteration 7F: 3 clusters Score -738426.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -738638.437500 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -738638.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -738790.125000 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -738790.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -738911.437500 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -738911.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -738987.812500 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -738987.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -739051.625000 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -739051.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -739095.812500 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -739095.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -739122.500000 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -739122.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -739143.062500 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -739143.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -739157.812500 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -739157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -739165.875000 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -739165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -739172.750000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -739172.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -739178.812500 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -739178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -739182.125000 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -739182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -739185.937500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -739185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -739189.187500 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -739189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -739195.375000 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -739195.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -739197.187500 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -739197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -739202.062500 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -739202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -739206.812500 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -739206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -739213.437500 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -739213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -739215.937500 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -739215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -739219.812500 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -739219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -739223.562500 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -739223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -739224.187500 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -739224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -739224.062500 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -739224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -739224.062500 Penalty: 4318.419434
	Iteration 33F: 3 clusters Score -739224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Entering Unmasked Estep 
Score: -2968974.250000 Penalty: 2490.002197
	Iteration 0F: 2 clusters Score -2968974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2952888.000000 Penalty: 4980.004395
	Iteration 0F: 3 clusters Score -2952888 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2958482.500000 Penalty: 4980.004395
	Iteration 1F: 3 clusters Score -2958482 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2958873.000000 Penalty: 4980.004395
	Iteration 2Q: 3 clusters Score -2958873 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2959278.250000 Penalty: 4980.004395
	Iteration 3Q: 3 clusters Score -2959278 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2959716.250000 Penalty: 4980.004395
	Iteration 4Q: 3 clusters Score -2959716 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2960184.500000 Penalty: 4980.004395
	Iteration 5Q: 3 clusters Score -2960184 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2960643.000000 Penalty: 4980.004395
	Iteration 6Q: 3 clusters Score -2960643 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2961117.250000 Penalty: 4980.004395
	Iteration 7Q: 3 clusters Score -2961117 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2961634.500000 Penalty: 4980.004395
	Iteration 8Q: 3 clusters Score -2961634 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2962237.000000 Penalty: 4980.004395
	Iteration 9Q: 3 clusters Score -2962237 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2962932.750000 Penalty: 4980.004395
	Iteration 10Q: 3 clusters Score -2962933 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2963633.500000 Penalty: 4980.004395
	Iteration 11Q: 3 clusters Score -2963634 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2964211.500000 Penalty: 4980.004395
	Iteration 12Q: 3 clusters Score -2964212 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2964647.750000 Penalty: 4980.004395
	Iteration 13Q: 3 clusters Score -2964648 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2964988.250000 Penalty: 4980.004395
	Iteration 14Q: 3 clusters Score -2964988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2965225.750000 Penalty: 4980.004395
	Iteration 15Q: 3 clusters Score -2965226 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2965412.750000 Penalty: 4980.004395
	Iteration 16Q: 3 clusters Score -2965413 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2965574.750000 Penalty: 4980.004395
	Iteration 17Q: 3 clusters Score -2965575 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2965713.750000 Penalty: 4980.004395
	Iteration 18Q: 3 clusters Score -2965714 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2965824.750000 Penalty: 4980.004395
	Iteration 19Q: 3 clusters Score -2965825 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2965936.750000 Penalty: 4980.004395
	Iteration 20F: 3 clusters Score -2965937 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2966036.000000 Penalty: 4980.004395
	Iteration 21Q: 3 clusters Score -2966036 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2966126.250000 Penalty: 4980.004395
	Iteration 22Q: 3 clusters Score -2966126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2966229.250000 Penalty: 4980.004395
	Iteration 23Q: 3 clusters Score -2966229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2966321.500000 Penalty: 4980.004395
	Iteration 24Q: 3 clusters Score -2966322 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2966416.750000 Penalty: 4980.004395
	Iteration 25Q: 3 clusters Score -2966417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2966479.500000 Penalty: 4980.004395
	Iteration 26Q: 3 clusters Score -2966480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2966528.250000 Penalty: 4980.004395
	Iteration 27Q: 3 clusters Score -2966528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2966563.750000 Penalty: 4980.004395
	Iteration 28Q: 3 clusters Score -2966564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2966603.000000 Penalty: 4980.004395
	Iteration 29Q: 3 clusters Score -2966603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2966621.000000 Penalty: 4980.004395
	Iteration 30Q: 3 clusters Score -2966621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2966641.750000 Penalty: 4980.004395
	Iteration 31Q: 3 clusters Score -2966642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2966656.750000 Penalty: 4980.004395
	Iteration 32Q: 3 clusters Score -2966657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2966665.000000 Penalty: 4980.004395
	Iteration 33Q: 3 clusters Score -2966665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2966672.000000 Penalty: 4980.004395
	Iteration 34Q: 3 clusters Score -2966672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2966688.500000 Penalty: 4980.004395
	Iteration 35Q: 3 clusters Score -2966688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2966696.000000 Penalty: 4980.004395
	Iteration 36Q: 3 clusters Score -2966696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2966707.500000 Penalty: 4980.004395
	Iteration 37Q: 3 clusters Score -2966708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2966719.500000 Penalty: 4980.004395
	Iteration 38Q: 3 clusters Score -2966720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2966716.250000 Penalty: 4980.004395
	Iteration 39Q: 3 clusters Score -2966716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2966721.250000 Penalty: 4980.004395
	Iteration 40F: 3 clusters Score -2966721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2966723.250000 Penalty: 4980.004395
	Iteration 41Q: 3 clusters Score -2966723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2966735.250000 Penalty: 4980.004395
	Iteration 42Q: 3 clusters Score -2966735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2966738.250000 Penalty: 4980.004395
	Iteration 43Q: 3 clusters Score -2966738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2966745.000000 Penalty: 4980.004395
	Iteration 44Q: 3 clusters Score -2966745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2966746.000000 Penalty: 4980.004395
	Iteration 45Q: 3 clusters Score -2966746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2966755.250000 Penalty: 4980.004395
	Iteration 46Q: 3 clusters Score -2966755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2966759.000000 Penalty: 4980.004395
	Iteration 47Q: 3 clusters Score -2966759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2966757.750000 Penalty: 4980.004395
	Iteration 48Q: 3 clusters Score -2966758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2966768.500000 Penalty: 4980.004395
	Iteration 49Q: 3 clusters Score -2966768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2966770.000000 Penalty: 4980.004395
	Iteration 50Q: 3 clusters Score -2966770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2966779.000000 Penalty: 4980.004395
	Iteration 51Q: 3 clusters Score -2966779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2966782.250000 Penalty: 4980.004395
	Iteration 52Q: 3 clusters Score -2966782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2966784.750000 Penalty: 4980.004395
	Iteration 53Q: 3 clusters Score -2966785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2966788.250000 Penalty: 4980.004395
	Iteration 54Q: 3 clusters Score -2966788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2966791.500000 Penalty: 4980.004395
	Iteration 55Q: 3 clusters Score -2966792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2966791.000000 Penalty: 4980.004395
	Iteration 56Q: 3 clusters Score -2966791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2966795.750000 Penalty: 4980.004395
	Iteration 57Q: 3 clusters Score -2966796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2966800.250000 Penalty: 4980.004395
	Iteration 58Q: 3 clusters Score -2966800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2966798.000000 Penalty: 4980.004395
	Iteration 59Q: 3 clusters Score -2966798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2966808.000000 Penalty: 4980.004395
	Iteration 60F: 3 clusters Score -2966808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2966807.250000 Penalty: 4980.004395
	Iteration 61Q: 3 clusters Score -2966807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2966807.500000 Penalty: 4980.004395
	Iteration 62Q: 3 clusters Score -2966808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2966814.000000 Penalty: 4980.004395
	Iteration 63Q: 3 clusters Score -2966814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2966813.250000 Penalty: 4980.004395
	Iteration 64Q: 3 clusters Score -2966813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2966824.000000 Penalty: 4980.004395
	Iteration 65Q: 3 clusters Score -2966824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2966825.250000 Penalty: 4980.004395
	Iteration 66Q: 3 clusters Score -2966825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2966831.500000 Penalty: 4980.004395
	Iteration 67Q: 3 clusters Score -2966832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2966831.750000 Penalty: 4980.004395
	Iteration 68Q: 3 clusters Score -2966832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2966840.250000 Penalty: 4980.004395
	Iteration 69Q: 3 clusters Score -2966840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2966844.250000 Penalty: 4980.004395
	Iteration 70Q: 3 clusters Score -2966844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2966846.250000 Penalty: 4980.004395
	Iteration 71Q: 3 clusters Score -2966846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2966845.000000 Penalty: 4980.004395
	Iteration 72Q: 3 clusters Score -2966845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2966847.250000 Penalty: 4980.004395
	Iteration 73Q: 3 clusters Score -2966847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2966848.750000 Penalty: 4980.004395
	Iteration 74Q: 3 clusters Score -2966849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2966847.750000 Penalty: 4980.004395
	Iteration 75Q: 3 clusters Score -2966848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2966850.750000 Penalty: 4980.004395
	Iteration 76Q: 3 clusters Score -2966851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2966850.750000 Penalty: 4980.004395
	Iteration 77F: 3 clusters Score -2966851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Entering Unmasked Estep 
Score: -2277470.250000 Penalty: 2424.108398
	Iteration 0F: 2 clusters Score -2277470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2264832.250000 Penalty: 4848.216797
	Iteration 0F: 3 clusters Score -2264832 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2268860.500000 Penalty: 4848.216797
	Iteration 1F: 3 clusters Score -2268860 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2269182.500000 Penalty: 4848.216797
	Iteration 2F: 3 clusters Score -2269182 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2269447.750000 Penalty: 4848.216797
	Iteration 3Q: 3 clusters Score -2269448 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2269701.750000 Penalty: 4848.216797
	Iteration 4Q: 3 clusters Score -2269702 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2269967.250000 Penalty: 4848.216797
	Iteration 5Q: 3 clusters Score -2269967 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2270310.750000 Penalty: 4848.216797
	Iteration 6Q: 3 clusters Score -2270311 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2270790.250000 Penalty: 4848.216797
	Iteration 7Q: 3 clusters Score -2270790 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2271457.250000 Penalty: 4848.216797
	Iteration 8F: 3 clusters Score -2271457 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2272297.250000 Penalty: 4848.216797
	Iteration 9F: 3 clusters Score -2272297 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2273197.500000 Penalty: 4848.216797
	Iteration 10F: 3 clusters Score -2273198 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2273999.750000 Penalty: 4848.216797
	Iteration 11F: 3 clusters Score -2274000 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2274625.500000 Penalty: 4848.216797
	Iteration 12Q: 3 clusters Score -2274626 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2275020.000000 Penalty: 4848.216797
	Iteration 13Q: 3 clusters Score -2275020 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2275259.000000 Penalty: 4848.216797
	Iteration 14Q: 3 clusters Score -2275259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2275385.000000 Penalty: 4848.216797
	Iteration 15Q: 3 clusters Score -2275385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2275468.250000 Penalty: 4848.216797
	Iteration 16Q: 3 clusters Score -2275468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2275514.000000 Penalty: 4848.216797
	Iteration 17Q: 3 clusters Score -2275514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2275534.500000 Penalty: 4848.216797
	Iteration 18Q: 3 clusters Score -2275534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2275551.750000 Penalty: 4848.216797
	Iteration 19Q: 3 clusters Score -2275552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2275571.000000 Penalty: 4848.216797
	Iteration 20F: 3 clusters Score -2275571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2275582.000000 Penalty: 4848.216797
	Iteration 21Q: 3 clusters Score -2275582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2275593.750000 Penalty: 4848.216797
	Iteration 22Q: 3 clusters Score -2275594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2275604.000000 Penalty: 4848.216797
	Iteration 23Q: 3 clusters Score -2275604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2275613.000000 Penalty: 4848.216797
	Iteration 24Q: 3 clusters Score -2275613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2275626.750000 Penalty: 4848.216797
	Iteration 25Q: 3 clusters Score -2275627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2275637.500000 Penalty: 4848.216797
	Iteration 26Q: 3 clusters Score -2275638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2275644.250000 Penalty: 4848.216797
	Iteration 27Q: 3 clusters Score -2275644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2275648.500000 Penalty: 4848.216797
	Iteration 28Q: 3 clusters Score -2275648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2275651.500000 Penalty: 4848.216797
	Iteration 29Q: 3 clusters Score -2275652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2275658.750000 Penalty: 4848.216797
	Iteration 30Q: 3 clusters Score -2275659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2275663.250000 Penalty: 4848.216797
	Iteration 31Q: 3 clusters Score -2275663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2275662.500000 Penalty: 4848.216797
	Iteration 32Q: 3 clusters Score -2275662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2275665.750000 Penalty: 4848.216797
	Iteration 33Q: 3 clusters Score -2275666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2275668.500000 Penalty: 4848.216797
	Iteration 34Q: 3 clusters Score -2275668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2275665.000000 Penalty: 4848.216797
	Iteration 35Q: 3 clusters Score -2275665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2275667.250000 Penalty: 4848.216797
	Iteration 36Q: 3 clusters Score -2275667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2275667.000000 Penalty: 4848.216797
	Iteration 37Q: 3 clusters Score -2275667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2275667.000000 Penalty: 4848.216797
	Iteration 38F: 3 clusters Score -2275667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 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 291 members 
Entering Unmasked Estep 
Score: -60365.703125 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60365.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60890.570312 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60890.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61047.671875 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -61047.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61151.515625 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -61151.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -61241.613281 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -61241.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61330.535156 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61330.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61410.531250 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61410.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61429.503906 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -61441.406250 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61441.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -61441.406250 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -61441.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 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 126 members 
Entering Unmasked Estep 
Score: -26257.654297 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26257.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26361.810547 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26361.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26381.884766 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26381.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26415.205078 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26415.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26426.597656 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26442.548828 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26442.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26446.796875 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -26446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26446.796875 Penalty: 2776.817383
	Iteration 7F: 3 clusters Score -26446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -229081.359375 Penalty: 1862.993652
	Iteration 0F: 2 clusters Score -229081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -226588.609375 Penalty: 3725.987305
	Iteration 0F: 3 clusters Score -226588.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227037.484375 Penalty: 3725.987305
	Iteration 1F: 3 clusters Score -227037.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227151.406250 Penalty: 3725.987305
	Iteration 2F: 3 clusters Score -227151.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227207.640625 Penalty: 3725.987305
	Iteration 3Q: 3 clusters Score -227207.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227240.640625 Penalty: 3725.987305
	Iteration 4Q: 3 clusters Score -227240.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -227258.984375 Penalty: 3725.987305
	Iteration 5Q: 3 clusters Score -227259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227276.453125 Penalty: 3725.987305
	Iteration 6Q: 3 clusters Score -227276.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227288.203125 Penalty: 3725.987305
	Iteration 7Q: 3 clusters Score -227288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227301.812500 Penalty: 3725.987305
	Iteration 8Q: 3 clusters Score -227301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227310.281250 Penalty: 3725.987305
	Iteration 9Q: 3 clusters Score -227310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227317.359375 Penalty: 3725.987305
	Iteration 10Q: 3 clusters Score -227317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -227325.718750 Penalty: 3725.987305
	Iteration 11Q: 3 clusters Score -227325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -227329.937500 Penalty: 3725.987305
	Iteration 12Q: 3 clusters Score -227329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -227333.437500 Penalty: 3725.987305
	Iteration 13Q: 3 clusters Score -227333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227337.671875 Penalty: 3725.987305
	Iteration 14Q: 3 clusters Score -227337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -227341.062500 Penalty: 3725.987305
	Iteration 15Q: 3 clusters Score -227341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -227347.234375 Penalty: 3725.987305
	Iteration 16Q: 3 clusters Score -227347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -227348.734375 Penalty: 3725.987305
	Iteration 17Q: 3 clusters Score -227348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -227350.000000 Penalty: 3725.987305
	Iteration 18Q: 3 clusters Score -227350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -227353.250000 Penalty: 3725.987305
	Iteration 19Q: 3 clusters Score -227353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -227354.921875 Penalty: 3725.987305
	Iteration 20F: 3 clusters Score -227354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -227359.343750 Penalty: 3725.987305
	Iteration 21Q: 3 clusters Score -227359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -227362.312500 Penalty: 3725.987305
	Iteration 22Q: 3 clusters Score -227362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -227363.046875 Penalty: 3725.987305
	Iteration 23Q: 3 clusters Score -227363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -227363.218750 Penalty: 3725.987305
	Iteration 24Q: 3 clusters Score -227363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -227363.218750 Penalty: 3725.987305
	Iteration 25F: 3 clusters Score -227363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -157216.015625 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -157216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155077.812500 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -155077.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155403.046875 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -155403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155500.140625 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -155500.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155556.718750 Penalty: 3539.301025
	Iteration 3Q: 3 clusters Score -155556.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155593.156250 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -155593.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155611.859375 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -155611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155627.234375 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -155627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155639.062500 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -155639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155651.937500 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -155651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155660.750000 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -155660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155668.875000 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -155668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155673.093750 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -155673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155674.062500 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -155674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155674.062500 Penalty: 3539.301025
	Iteration 13F: 3 clusters Score -155674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159877 members 
Entering Unmasked Estep 
Score: -20526658.000000 Penalty: 2971.575684
	Iteration 0F: 2 clusters Score -2.052666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -20424420.000000 Penalty: 5943.151367
	Iteration 0F: 3 clusters Score -2.042442e+07 nChanged 76234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -20468146.000000 Penalty: 5943.151367
	Iteration 1F: 3 clusters Score -2.046815e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -20469064.000000 Penalty: 5943.151367
	Iteration 2Q: 3 clusters Score -2.046906e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -20470606.000000 Penalty: 5943.151367
	Iteration 3Q: 3 clusters Score -2.047061e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -20473130.000000 Penalty: 5943.151367
	Iteration 4Q: 3 clusters Score -2.047313e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -20477512.000000 Penalty: 5943.151367
	Iteration 5F: 3 clusters Score -2.047751e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -20485170.000000 Penalty: 5943.151367
	Iteration 6F: 3 clusters Score -2.048517e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -20495930.000000 Penalty: 5943.151367
	Iteration 7F: 3 clusters Score -2.049593e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135645 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 5943.151367
	Iteration 8F: 3 clusters Score -2.050733e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -20515596.000000 Penalty: 5943.151367
	Iteration 9F: 3 clusters Score -2.05156e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -20520438.000000 Penalty: 5943.151367
	Iteration 10Q: 3 clusters Score -2.052044e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152341 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -20522660.000000 Penalty: 5943.151367
	Iteration 11Q: 3 clusters Score -2.052266e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -20523666.000000 Penalty: 5943.151367
	Iteration 12Q: 3 clusters Score -2.052367e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -20524164.000000 Penalty: 5943.151367
	Iteration 13Q: 3 clusters Score -2.052416e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -20524346.000000 Penalty: 5943.151367
	Iteration 14Q: 3 clusters Score -2.052435e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -20524426.000000 Penalty: 5943.151367
	Iteration 15Q: 3 clusters Score -2.052443e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -20524548.000000 Penalty: 5943.151367
	Iteration 16Q: 3 clusters Score -2.052455e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155946 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -20524578.000000 Penalty: 5943.151367
	Iteration 17Q: 3 clusters Score -2.052458e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -20524652.000000 Penalty: 5943.151367
	Iteration 18Q: 3 clusters Score -2.052465e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156437 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20524634.000000 Penalty: 5943.151367
	Iteration 19Q: 3 clusters Score -2.052463e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -20524626.000000 Penalty: 5943.151367
	Iteration 20F: 3 clusters Score -2.052463e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -20524610.000000 Penalty: 5943.151367
	Iteration 21Q: 3 clusters Score -2.052461e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -20524620.000000 Penalty: 5943.151367
	Iteration 22Q: 3 clusters Score -2.052462e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20524580.000000 Penalty: 5943.151367
	Iteration 23Q: 3 clusters Score -2.052458e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20524566.000000 Penalty: 5943.151367
	Iteration 24Q: 3 clusters Score -2.052457e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157479 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -20524572.000000 Penalty: 5943.151367
	Iteration 25Q: 3 clusters Score -2.052457e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20524572.000000 Penalty: 5943.151367
	Iteration 26Q: 3 clusters Score -2.052457e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -20524590.000000 Penalty: 5943.151367
	Iteration 27Q: 3 clusters Score -2.052459e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20524600.000000 Penalty: 5943.151367
	Iteration 28Q: 3 clusters Score -2.05246e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20524600.000000 Penalty: 5943.151367
	Iteration 29Q: 3 clusters Score -2.05246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20524586.000000 Penalty: 5943.151367
	Iteration 30Q: 3 clusters Score -2.052459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20524582.000000 Penalty: 5943.151367
	Iteration 31Q: 3 clusters Score -2.052458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20524574.000000 Penalty: 5943.151367
	Iteration 32Q: 3 clusters Score -2.052457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20524590.000000 Penalty: 5943.151367
	Iteration 33Q: 3 clusters Score -2.052459e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158189 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20524598.000000 Penalty: 5943.151367
	Iteration 34Q: 3 clusters Score -2.05246e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20524594.000000 Penalty: 5943.151367
	Iteration 35Q: 3 clusters Score -2.052459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20524592.000000 Penalty: 5943.151367
	Iteration 36Q: 3 clusters Score -2.052459e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20524574.000000 Penalty: 5943.151367
	Iteration 37Q: 3 clusters Score -2.052457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20524592.000000 Penalty: 5943.151367
	Iteration 38Q: 3 clusters Score -2.052459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158424 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20524576.000000 Penalty: 5943.151367
	Iteration 39Q: 3 clusters Score -2.052458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20524558.000000 Penalty: 5943.151367
	Iteration 40F: 3 clusters Score -2.052456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20524558.000000 Penalty: 5943.151367
	Iteration 41Q: 3 clusters Score -2.052456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -20524546.000000 Penalty: 5943.151367
	Iteration 42Q: 3 clusters Score -2.052455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20524572.000000 Penalty: 5943.151367
	Iteration 43Q: 3 clusters Score -2.052457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20524578.000000 Penalty: 5943.151367
	Iteration 44Q: 3 clusters Score -2.052458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20524560.000000 Penalty: 5943.151367
	Iteration 45Q: 3 clusters Score -2.052456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20524572.000000 Penalty: 5943.151367
	Iteration 46Q: 3 clusters Score -2.052457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20524556.000000 Penalty: 5943.151367
	Iteration 47Q: 3 clusters Score -2.052456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20524558.000000 Penalty: 5943.151367
	Iteration 48Q: 3 clusters Score -2.052456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20524554.000000 Penalty: 5943.151367
	Iteration 49Q: 3 clusters Score -2.052455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158552 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20524566.000000 Penalty: 5943.151367
	Iteration 50Q: 3 clusters Score -2.052457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20524548.000000 Penalty: 5943.151367
	Iteration 51Q: 3 clusters Score -2.052455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20524550.000000 Penalty: 5943.151367
	Iteration 52Q: 3 clusters Score -2.052455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158563 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20524552.000000 Penalty: 5943.151367
	Iteration 53Q: 3 clusters Score -2.052455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20524552.000000 Penalty: 5943.151367
	Iteration 54Q: 3 clusters Score -2.052455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20524552.000000 Penalty: 5943.151367
	Iteration 55F: 3 clusters Score -2.052455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 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 463 members 
Entering Unmasked Estep 
Score: -109039.960938 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109280.242188 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109280.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109345.351562 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109345.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109388.179688 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109407.460938 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109407.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109427.937500 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109439.359375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109447.843750 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109460.687500 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109469.296875 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109472.429688 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109475.289062 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109477.429688 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109477.890625 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -109477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109477.890625 Penalty: 3378.923096
	Iteration 14F: 3 clusters Score -109477.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Entering Unmasked Estep 
Score: -9625748.000000 Penalty: 2783.254395
	Iteration 0F: 2 clusters Score -9625748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9575512.000000 Penalty: 5566.508789
	Iteration 0F: 3 clusters Score -9575512 nChanged 35170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -9595375.000000 Penalty: 5566.508789
	Iteration 1F: 3 clusters Score -9595375 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -9596111.000000 Penalty: 5566.508789
	Iteration 2Q: 3 clusters Score -9596111 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -9596989.000000 Penalty: 5566.508789
	Iteration 3Q: 3 clusters Score -9596989 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -9598343.000000 Penalty: 5566.508789
	Iteration 4Q: 3 clusters Score -9598343 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -9600341.000000 Penalty: 5566.508789
	Iteration 5F: 3 clusters Score -9600341 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -9603386.000000 Penalty: 5566.508789
	Iteration 6F: 3 clusters Score -9603386 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -9607693.000000 Penalty: 5566.508789
	Iteration 7F: 3 clusters Score -9607693 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -9612642.000000 Penalty: 5566.508789
	Iteration 8F: 3 clusters Score -9612642 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -9617078.000000 Penalty: 5566.508789
	Iteration 9F: 3 clusters Score -9617078 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9619993.000000 Penalty: 5566.508789
	Iteration 10Q: 3 clusters Score -9619993 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9621627.000000 Penalty: 5566.508789
	Iteration 11Q: 3 clusters Score -9621627 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9622417.000000 Penalty: 5566.508789
	Iteration 12Q: 3 clusters Score -9622417 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9622802.000000 Penalty: 5566.508789
	Iteration 13Q: 3 clusters Score -9622802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9623036.000000 Penalty: 5566.508789
	Iteration 14Q: 3 clusters Score -9623036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9623196.000000 Penalty: 5566.508789
	Iteration 15Q: 3 clusters Score -9623196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9623308.000000 Penalty: 5566.508789
	Iteration 16Q: 3 clusters Score -9623308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9623365.000000 Penalty: 5566.508789
	Iteration 17Q: 3 clusters Score -9623365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9623392.000000 Penalty: 5566.508789
	Iteration 18Q: 3 clusters Score -9623392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9623447.000000 Penalty: 5566.508789
	Iteration 19Q: 3 clusters Score -9623447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9623479.000000 Penalty: 5566.508789
	Iteration 20F: 3 clusters Score -9623479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9623517.000000 Penalty: 5566.508789
	Iteration 21Q: 3 clusters Score -9623517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9623562.000000 Penalty: 5566.508789
	Iteration 22Q: 3 clusters Score -9623562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9623625.000000 Penalty: 5566.508789
	Iteration 23Q: 3 clusters Score -9623625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9623708.000000 Penalty: 5566.508789
	Iteration 24Q: 3 clusters Score -9623708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9623780.000000 Penalty: 5566.508789
	Iteration 25Q: 3 clusters Score -9623780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9623815.000000 Penalty: 5566.508789
	Iteration 26Q: 3 clusters Score -9623815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9623830.000000 Penalty: 5566.508789
	Iteration 27Q: 3 clusters Score -9623830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9623836.000000 Penalty: 5566.508789
	Iteration 28Q: 3 clusters Score -9623836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9623841.000000 Penalty: 5566.508789
	Iteration 29Q: 3 clusters Score -9623841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9623859.000000 Penalty: 5566.508789
	Iteration 30Q: 3 clusters Score -9623859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9623873.000000 Penalty: 5566.508789
	Iteration 31Q: 3 clusters Score -9623873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9623876.000000 Penalty: 5566.508789
	Iteration 32Q: 3 clusters Score -9623876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9623869.000000 Penalty: 5566.508789
	Iteration 33Q: 3 clusters Score -9623869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9623866.000000 Penalty: 5566.508789
	Iteration 34Q: 3 clusters Score -9623866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9623867.000000 Penalty: 5566.508789
	Iteration 35Q: 3 clusters Score -9623867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9623870.000000 Penalty: 5566.508789
	Iteration 36Q: 3 clusters Score -9623870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9623871.000000 Penalty: 5566.508789
	Iteration 37Q: 3 clusters Score -9623871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9623902.000000 Penalty: 5566.508789
	Iteration 38F: 3 clusters Score -9623902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9623941.000000 Penalty: 5566.508789
	Iteration 39Q: 3 clusters Score -9623941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9624021.000000 Penalty: 5566.508789
	Iteration 40F: 3 clusters Score -9624021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9624027.000000 Penalty: 5566.508789
	Iteration 41Q: 3 clusters Score -9624027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9624066.000000 Penalty: 5566.508789
	Iteration 42Q: 3 clusters Score -9624066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9624111.000000 Penalty: 5566.508789
	Iteration 43Q: 3 clusters Score -9624111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9624126.000000 Penalty: 5566.508789
	Iteration 44Q: 3 clusters Score -9624126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9624172.000000 Penalty: 5566.508789
	Iteration 45Q: 3 clusters Score -9624172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9624199.000000 Penalty: 5566.508789
	Iteration 46Q: 3 clusters Score -9624199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9624227.000000 Penalty: 5566.508789
	Iteration 47Q: 3 clusters Score -9624227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9624255.000000 Penalty: 5566.508789
	Iteration 48Q: 3 clusters Score -9624255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9624273.000000 Penalty: 5566.508789
	Iteration 49Q: 3 clusters Score -9624273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9624303.000000 Penalty: 5566.508789
	Iteration 50Q: 3 clusters Score -9624303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9624314.000000 Penalty: 5566.508789
	Iteration 51Q: 3 clusters Score -9624314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9624316.000000 Penalty: 5566.508789
	Iteration 52Q: 3 clusters Score -9624316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9624329.000000 Penalty: 5566.508789
	Iteration 53Q: 3 clusters Score -9624329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9624332.000000 Penalty: 5566.508789
	Iteration 54Q: 3 clusters Score -9624332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9624338.000000 Penalty: 5566.508789
	Iteration 55Q: 3 clusters Score -9624338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9624336.000000 Penalty: 5566.508789
	Iteration 56Q: 3 clusters Score -9624336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9624341.000000 Penalty: 5566.508789
	Iteration 57Q: 3 clusters Score -9624341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9624348.000000 Penalty: 5566.508789
	Iteration 58Q: 3 clusters Score -9624348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9624344.000000 Penalty: 5566.508789
	Iteration 59Q: 3 clusters Score -9624344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9624373.000000 Penalty: 5566.508789
	Iteration 60F: 3 clusters Score -9624373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9624387.000000 Penalty: 5566.508789
	Iteration 61Q: 3 clusters Score -9624387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9624420.000000 Penalty: 5566.508789
	Iteration 62Q: 3 clusters Score -9624420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9624432.000000 Penalty: 5566.508789
	Iteration 63Q: 3 clusters Score -9624432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9624455.000000 Penalty: 5566.508789
	Iteration 64Q: 3 clusters Score -9624455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9624469.000000 Penalty: 5566.508789
	Iteration 65Q: 3 clusters Score -9624469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9624488.000000 Penalty: 5566.508789
	Iteration 66Q: 3 clusters Score -9624488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9624508.000000 Penalty: 5566.508789
	Iteration 67Q: 3 clusters Score -9624508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9624510.000000 Penalty: 5566.508789
	Iteration 68Q: 3 clusters Score -9624510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9624517.000000 Penalty: 5566.508789
	Iteration 69Q: 3 clusters Score -9624517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9624516.000000 Penalty: 5566.508789
	Iteration 70Q: 3 clusters Score -9624516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9624518.000000 Penalty: 5566.508789
	Iteration 71Q: 3 clusters Score -9624518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9624519.000000 Penalty: 5566.508789
	Iteration 72F: 3 clusters Score -9624519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9624513.000000 Penalty: 5566.508789
	Iteration 73Q: 3 clusters Score -9624513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9624513.000000 Penalty: 5566.508789
	Iteration 74F: 3 clusters Score -9624513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -260170.765625 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -260170.8 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 1000 members 
Entering Unmasked Estep 
Score: -257529.468750 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -257529.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -258034.921875 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -258034.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -258173.062500 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -258173.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -258264.328125 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -258264.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -258320.906250 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -258320.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -258362.296875 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -258362.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -258395.671875 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -258395.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -258423.187500 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -258423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -258447.656250 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -258447.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -258471.734375 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -258471.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -258489.875000 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -258489.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -258505.265625 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -258505.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -258516.000000 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -258516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -258526.078125 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -258526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -258533.687500 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -258533.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -258544.078125 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -258544.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -258552.453125 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -258552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -258556.671875 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -258556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -258562.218750 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -258562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -258567.625000 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -258567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -258578.093750 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -258578.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -258589.843750 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -258589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -258599.953125 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -258600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -258610.187500 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -258610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -258617.562500 Penalty: 3789.501221
	Iteration 24Q: 3 clusters Score -258617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -258621.640625 Penalty: 3789.501221
	Iteration 25Q: 3 clusters Score -258621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -258624.421875 Penalty: 3789.501221
	Iteration 26Q: 3 clusters Score -258624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -258626.187500 Penalty: 3789.501221
	Iteration 27Q: 3 clusters Score -258626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -258630.328125 Penalty: 3789.501221
	Iteration 28Q: 3 clusters Score -258630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -258635.765625 Penalty: 3789.501221
	Iteration 29Q: 3 clusters Score -258635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -258641.906250 Penalty: 3789.501221
	Iteration 30Q: 3 clusters Score -258641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -258648.453125 Penalty: 3789.501221
	Iteration 31Q: 3 clusters Score -258648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -258653.140625 Penalty: 3789.501221
	Iteration 32Q: 3 clusters Score -258653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -258657.046875 Penalty: 3789.501221
	Iteration 33Q: 3 clusters Score -258657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -258657.687500 Penalty: 3789.501221
	Iteration 34Q: 3 clusters Score -258657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -258658.343750 Penalty: 3789.501221
	Iteration 35Q: 3 clusters Score -258658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -258658.343750 Penalty: 3789.501221
	Iteration 36F: 3 clusters Score -258658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -1021643.687500 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -1021644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1015195.062500 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -1015195 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1016897.312500 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -1016897 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1017148.187500 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -1017148 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1017337.687500 Penalty: 4461.479004
	Iteration 3Q: 3 clusters Score -1017338 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1017510.937500 Penalty: 4461.479004
	Iteration 4Q: 3 clusters Score -1017511 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1017719.562500 Penalty: 4461.479004
	Iteration 5Q: 3 clusters Score -1017720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1017943.625000 Penalty: 4461.479004
	Iteration 6Q: 3 clusters Score -1017944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1018126.500000 Penalty: 4461.479004
	Iteration 7Q: 3 clusters Score -1018126 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1018307.000000 Penalty: 4461.479004
	Iteration 8Q: 3 clusters Score -1018307 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1018464.250000 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -1018464 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1018608.625000 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -1018609 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1018769.062500 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -1018769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1018894.125000 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -1018894 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1019013.750000 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -1019014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1019101.500000 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -1019102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1019179.125000 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -1019179 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1019239.187500 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -1019239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1019291.500000 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -1019292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1019325.375000 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -1019325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1019358.437500 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -1019358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1019386.750000 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -1019387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1019412.187500 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -1019412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1019438.125000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -1019438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1019464.687500 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -1019465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1019481.625000 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -1019482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1019493.562500 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -1019494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1019504.750000 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -1019505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1019515.750000 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -1019516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1019526.062500 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -1019526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1019530.500000 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -1019530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1019540.500000 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -1019540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1019547.125000 Penalty: 4461.479004
	Iteration 31Q: 3 clusters Score -1019547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1019552.750000 Penalty: 4461.479004
	Iteration 32Q: 3 clusters Score -1019553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1019554.375000 Penalty: 4461.479004
	Iteration 33Q: 3 clusters Score -1019554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1019561.312500 Penalty: 4461.479004
	Iteration 34Q: 3 clusters Score -1019561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1019566.375000 Penalty: 4461.479004
	Iteration 35Q: 3 clusters Score -1019566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1019571.562500 Penalty: 4461.479004
	Iteration 36Q: 3 clusters Score -1019572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1019576.312500 Penalty: 4461.479004
	Iteration 37Q: 3 clusters Score -1019576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1019578.812500 Penalty: 4461.479004
	Iteration 38Q: 3 clusters Score -1019579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1019582.437500 Penalty: 4461.479004
	Iteration 39Q: 3 clusters Score -1019582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1019588.312500 Penalty: 4461.479004
	Iteration 40F: 3 clusters Score -1019588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1019589.437500 Penalty: 4461.479004
	Iteration 41Q: 3 clusters Score -1019589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1019592.812500 Penalty: 4461.479004
	Iteration 42Q: 3 clusters Score -1019593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1019597.687500 Penalty: 4461.479004
	Iteration 43Q: 3 clusters Score -1019598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1019598.312500 Penalty: 4461.479004
	Iteration 44Q: 3 clusters Score -1019598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1019602.687500 Penalty: 4461.479004
	Iteration 45Q: 3 clusters Score -1019603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1019606.250000 Penalty: 4461.479004
	Iteration 46Q: 3 clusters Score -1019606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1019608.750000 Penalty: 4461.479004
	Iteration 47Q: 3 clusters Score -1019609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1019610.937500 Penalty: 4461.479004
	Iteration 48Q: 3 clusters Score -1019611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1019614.625000 Penalty: 4461.479004
	Iteration 49Q: 3 clusters Score -1019615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1019617.562500 Penalty: 4461.479004
	Iteration 50Q: 3 clusters Score -1019618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1019617.875000 Penalty: 4461.479004
	Iteration 51Q: 3 clusters Score -1019618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1019617.875000 Penalty: 4461.479004
	Iteration 52F: 3 clusters Score -1019618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -112841.523438 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -112841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110982.148438 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -110982.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111243.906250 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -111243.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111319.304688 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -111319.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111356.562500 Penalty: 3384.889404
	Iteration 3Q: 3 clusters Score -111356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111371.625000 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -111371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111379.890625 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -111379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111382.382812 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -111382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111384.390625 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -111384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111384.390625 Penalty: 3384.889404
	Iteration 8F: 3 clusters Score -111384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (99578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Entering Unmasked Estep 
Score: -12800756.000000 Penalty: 2854.156738
	Iteration 0F: 2 clusters Score -1.280076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -12734234.000000 Penalty: 5708.313477
	Iteration 0F: 3 clusters Score -1.273423e+07 nChanged 47118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -12761327.000000 Penalty: 5708.313477
	Iteration 1F: 3 clusters Score -1.276133e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -12761970.000000 Penalty: 5708.313477
	Iteration 2Q: 3 clusters Score -1.276197e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -12762760.000000 Penalty: 5708.313477
	Iteration 3Q: 3 clusters Score -1.276276e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -12763634.000000 Penalty: 5708.313477
	Iteration 4Q: 3 clusters Score -1.276363e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -12764806.000000 Penalty: 5708.313477
	Iteration 5Q: 3 clusters Score -1.276481e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -12766526.000000 Penalty: 5708.313477
	Iteration 6Q: 3 clusters Score -1.276653e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -12769374.000000 Penalty: 5708.313477
	Iteration 7Q: 3 clusters Score -1.276937e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -12773462.000000 Penalty: 5708.313477
	Iteration 8F: 3 clusters Score -1.277346e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -12778215.000000 Penalty: 5708.313477
	Iteration 9F: 3 clusters Score -1.277822e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -12781900.000000 Penalty: 5708.313477
	Iteration 10F: 3 clusters Score -1.27819e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -12783761.000000 Penalty: 5708.313477
	Iteration 11Q: 3 clusters Score -1.278376e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -12784799.000000 Penalty: 5708.313477
	Iteration 12Q: 3 clusters Score -1.27848e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -12785712.000000 Penalty: 5708.313477
	Iteration 13Q: 3 clusters Score -1.278571e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -12786521.000000 Penalty: 5708.313477
	Iteration 14Q: 3 clusters Score -1.278652e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -12787528.000000 Penalty: 5708.313477
	Iteration 15Q: 3 clusters Score -1.278753e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -12788442.000000 Penalty: 5708.313477
	Iteration 16Q: 3 clusters Score -1.278844e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -12789536.000000 Penalty: 5708.313477
	Iteration 17Q: 3 clusters Score -1.278954e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -12790620.000000 Penalty: 5708.313477
	Iteration 18Q: 3 clusters Score -1.279062e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -12791733.000000 Penalty: 5708.313477
	Iteration 19Q: 3 clusters Score -1.279173e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -12792806.000000 Penalty: 5708.313477
	Iteration 20F: 3 clusters Score -1.279281e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -12793928.000000 Penalty: 5708.313477
	Iteration 21Q: 3 clusters Score -1.279393e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -12794870.000000 Penalty: 5708.313477
	Iteration 22Q: 3 clusters Score -1.279487e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -12795688.000000 Penalty: 5708.313477
	Iteration 23Q: 3 clusters Score -1.279569e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -12796403.000000 Penalty: 5708.313477
	Iteration 24Q: 3 clusters Score -1.27964e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -12796989.000000 Penalty: 5708.313477
	Iteration 25Q: 3 clusters Score -1.279699e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -12797398.000000 Penalty: 5708.313477
	Iteration 26Q: 3 clusters Score -1.27974e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -12797699.000000 Penalty: 5708.313477
	Iteration 27Q: 3 clusters Score -1.27977e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -12797883.000000 Penalty: 5708.313477
	Iteration 28Q: 3 clusters Score -1.279788e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -12798035.000000 Penalty: 5708.313477
	Iteration 29Q: 3 clusters Score -1.279804e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -12798149.000000 Penalty: 5708.313477
	Iteration 30Q: 3 clusters Score -1.279815e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -12798185.000000 Penalty: 5708.313477
	Iteration 31Q: 3 clusters Score -1.279818e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -12798267.000000 Penalty: 5708.313477
	Iteration 32Q: 3 clusters Score -1.279827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -12798266.000000 Penalty: 5708.313477
	Iteration 33Q: 3 clusters Score -1.279827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -12798292.000000 Penalty: 5708.313477
	Iteration 34Q: 3 clusters Score -1.279829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 98726 members 
Entering Unmasked Estep 
Score: -12798295.000000 Penalty: 5708.313477
	Iteration 35Q: 3 clusters Score -1.27983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 98744 members 
Entering Unmasked Estep 
Score: -12798299.000000 Penalty: 5708.313477
	Iteration 36Q: 3 clusters Score -1.27983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -12798316.000000 Penalty: 5708.313477
	Iteration 37Q: 3 clusters Score -1.279832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -12798324.000000 Penalty: 5708.313477
	Iteration 38Q: 3 clusters Score -1.279832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12798327.000000 Penalty: 5708.313477
	Iteration 39Q: 3 clusters Score -1.279833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -12798347.000000 Penalty: 5708.313477
	Iteration 40F: 3 clusters Score -1.279835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -12798341.000000 Penalty: 5708.313477
	Iteration 41Q: 3 clusters Score -1.279834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -12798337.000000 Penalty: 5708.313477
	Iteration 42Q: 3 clusters Score -1.279834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -12798350.000000 Penalty: 5708.313477
	Iteration 43Q: 3 clusters Score -1.279835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -12798349.000000 Penalty: 5708.313477
	Iteration 44Q: 3 clusters Score -1.279835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -12798350.000000 Penalty: 5708.313477
	Iteration 45Q: 3 clusters Score -1.279835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -12798347.000000 Penalty: 5708.313477
	Iteration 46Q: 3 clusters Score -1.279835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -12798359.000000 Penalty: 5708.313477
	Iteration 47Q: 3 clusters Score -1.279836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -12798357.000000 Penalty: 5708.313477
	Iteration 48Q: 3 clusters Score -1.279836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -12798373.000000 Penalty: 5708.313477
	Iteration 49Q: 3 clusters Score -1.279837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -12798372.000000 Penalty: 5708.313477
	Iteration 50Q: 3 clusters Score -1.279837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -12798383.000000 Penalty: 5708.313477
	Iteration 51Q: 3 clusters Score -1.279838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -12798378.000000 Penalty: 5708.313477
	Iteration 52Q: 3 clusters Score -1.279838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -12798385.000000 Penalty: 5708.313477
	Iteration 53Q: 3 clusters Score -1.279838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -12798385.000000 Penalty: 5708.313477
	Iteration 54F: 3 clusters Score -1.279838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 95105 members 
Mstep: Class 3 contains 53318 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 21834 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291717 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46913 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22933 members 
Mstep: Class 12 contains 17582 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159877 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74817 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099000.000000 Penalty: 78356.250000
Iteration 239Q: 24 clusters Score -1.16099e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 95001 members 
Mstep: Class 3 contains 53294 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 21834 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291800 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46914 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17599 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159844 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74762 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098976.000000 Penalty: 78356.250000
Iteration 240F: 24 clusters Score -1.16099e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 94902 members 
Mstep: Class 3 contains 53273 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 21841 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291865 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46921 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 22922 members 
Mstep: Class 12 contains 17609 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159831 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74702 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8040 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098976.000000 Penalty: 78356.250000
Iteration 241Q: 24 clusters Score -1.16099e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 94809 members 
Mstep: Class 3 contains 53261 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291906 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46928 members 
Mstep: Class 10 contains 6041 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 17623 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159797 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74658 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8031 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 99942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098728.000000 Penalty: 78356.250000
Iteration 242Q: 24 clusters Score -1.160987e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 94741 members 
Mstep: Class 3 contains 53233 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 21860 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291939 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46936 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 22921 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159750 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74614 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 100055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098800.000000 Penalty: 78356.250000
Iteration 243Q: 24 clusters Score -1.160988e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 94657 members 
Mstep: Class 3 contains 53211 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 291974 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46941 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17640 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159713 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74581 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8033 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 100162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 24 clusters Score -1.160988e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 94584 members 
Mstep: Class 3 contains 53188 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 21881 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292005 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46947 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 22921 members 
Mstep: Class 12 contains 17652 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159672 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 100251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 24 clusters Score -1.160989e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 94514 members 
Mstep: Class 3 contains 53153 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 21886 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292038 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46955 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22928 members 
Mstep: Class 12 contains 17667 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159652 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74537 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 100313 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 24 clusters Score -1.160989e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 94466 members 
Mstep: Class 3 contains 53124 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 21888 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292081 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46960 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22928 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159625 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74518 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8075 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100367 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 24 clusters Score -1.160988e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 94422 members 
Mstep: Class 3 contains 53102 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 21890 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292119 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46964 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22926 members 
Mstep: Class 12 contains 17679 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159603 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74508 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8081 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 24 clusters Score -1.160989e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 94365 members 
Mstep: Class 3 contains 53089 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 21895 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292162 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46965 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22924 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159576 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74499 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8085 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100460 members 
Entering Unmasked Estep 
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Iteration 249Q: 24 clusters Score -1.160989e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 94308 members 
Mstep: Class 3 contains 53082 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 21896 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292205 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46965 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22923 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159547 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74486 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8093 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100508 members 
Entering Unmasked Estep 
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Iteration 250Q: 24 clusters Score -1.16099e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 53079 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 21898 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292264 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46967 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22925 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159501 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74464 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100569 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 24 clusters Score -1.16099e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 94170 members 
Mstep: Class 3 contains 53067 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 21900 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292311 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22926 members 
Mstep: Class 12 contains 17690 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159469 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74453 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100614 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -1.160992e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 94135 members 
Mstep: Class 3 contains 53055 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 21902 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292335 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46975 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22924 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159451 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74428 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8158 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100661 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.160993e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 94104 members 
Mstep: Class 3 contains 53044 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292353 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 46982 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 22920 members 
Mstep: Class 12 contains 17696 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159422 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74414 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8187 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100692 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.160993e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 94070 members 
Mstep: Class 3 contains 53028 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 21910 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292378 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 46986 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159413 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74406 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8204 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100706 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 24 clusters Score -1.160992e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 94044 members 
Mstep: Class 3 contains 53016 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 21909 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292402 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46986 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 17706 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159409 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74401 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 24 clusters Score -1.160994e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 94018 members 
Mstep: Class 3 contains 53008 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 21910 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292423 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 17709 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 159395 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74394 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8233 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100723 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.160995e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 93989 members 
Mstep: Class 3 contains 52993 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292441 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6034 members 
Mstep: Class 11 contains 22917 members 
Mstep: Class 12 contains 17711 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 159401 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74391 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100729 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.160993e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 93962 members 
Mstep: Class 3 contains 52979 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292465 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 17717 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159406 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74385 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100730 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.160994e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 93939 members 
Mstep: Class 3 contains 52969 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 21922 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292492 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 17724 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159410 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74378 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 24 clusters Score -1.160994e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 93907 members 
Mstep: Class 3 contains 52960 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292525 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17729 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159405 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74369 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100739 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.160994e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 93888 members 
Mstep: Class 3 contains 52951 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292543 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22912 members 
Mstep: Class 12 contains 17732 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159405 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74362 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100746 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.160994e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 93864 members 
Mstep: Class 3 contains 52948 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292555 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46998 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22912 members 
Mstep: Class 12 contains 17735 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159400 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74359 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8268 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100761 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.160994e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 93832 members 
Mstep: Class 3 contains 52944 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 21925 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292570 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46998 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17737 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159397 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74354 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8277 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100774 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.160996e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 93808 members 
Mstep: Class 3 contains 52937 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 21921 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292579 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17743 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159388 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74347 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8283 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100798 members 
Entering Unmasked Estep 
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Iteration 265Q: 24 clusters Score -1.160995e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 93792 members 
Mstep: Class 3 contains 52928 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292591 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159391 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74341 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8279 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100807 members 
Entering Unmasked Estep 
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Iteration 266Q: 24 clusters Score -1.160997e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 93781 members 
Mstep: Class 3 contains 52921 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292594 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159402 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74333 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8271 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099672.000000 Penalty: 78356.250000
Iteration 267Q: 24 clusters Score -1.160997e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 93771 members 
Mstep: Class 3 contains 52912 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292601 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159399 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74328 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099696.000000 Penalty: 78356.250000
Iteration 268Q: 24 clusters Score -1.160997e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 93764 members 
Mstep: Class 3 contains 52904 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292600 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159401 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8260 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099728.000000 Penalty: 78356.250000
Iteration 269Q: 24 clusters Score -1.160997e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 93755 members 
Mstep: Class 3 contains 52895 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292605 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22909 members 
Mstep: Class 12 contains 17760 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159403 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8258 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099728.000000 Penalty: 78356.250000
Iteration 270Q: 24 clusters Score -1.160997e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 93742 members 
Mstep: Class 3 contains 52887 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292618 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22907 members 
Mstep: Class 12 contains 17764 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159402 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74314 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8255 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099784.000000 Penalty: 78356.250000
Iteration 271Q: 24 clusters Score -1.160998e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 93732 members 
Mstep: Class 3 contains 52880 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292631 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22902 members 
Mstep: Class 12 contains 17766 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159405 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74310 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8246 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099792.000000 Penalty: 78356.250000
Iteration 272Q: 24 clusters Score -1.160998e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 93720 members 
Mstep: Class 3 contains 52877 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21916 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292638 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22900 members 
Mstep: Class 12 contains 17768 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159404 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74309 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8238 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099768.000000 Penalty: 78356.250000
Iteration 273Q: 24 clusters Score -1.160998e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 93712 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21916 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292647 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22898 members 
Mstep: Class 12 contains 17768 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159400 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74305 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099792.000000 Penalty: 78356.250000
Iteration 274Q: 24 clusters Score -1.160998e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 93704 members 
Mstep: Class 3 contains 52868 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292656 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22897 members 
Mstep: Class 12 contains 17769 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159393 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74303 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099816.000000 Penalty: 78356.250000
Iteration 275Q: 24 clusters Score -1.160998e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 93699 members 
Mstep: Class 3 contains 52863 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292656 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17770 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159398 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74299 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099848.000000 Penalty: 78356.250000
Iteration 276Q: 24 clusters Score -1.160998e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 93684 members 
Mstep: Class 3 contains 52862 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292650 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17770 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159400 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74295 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099720.000000 Penalty: 78356.250000
Iteration 277Q: 24 clusters Score -1.160997e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 93667 members 
Mstep: Class 3 contains 52859 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21919 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292658 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6031 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17770 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159405 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099768.000000 Penalty: 78356.250000
Iteration 278Q: 24 clusters Score -1.160998e+08 nChanged 101
Entering ConstructFrom: 
Score: -116099768.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Entering Unmasked Estep 
Score: -1369777.875000 Penalty: 2316.027832
	Iteration 0F: 2 clusters Score -1369778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1361200.000000 Penalty: 4632.055664
	Iteration 0F: 3 clusters Score -1361200 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1363756.625000 Penalty: 4632.055664
	Iteration 1F: 3 clusters Score -1363757 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1364154.125000 Penalty: 4632.055664
	Iteration 2F: 3 clusters Score -1364154 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1364524.250000 Penalty: 4632.055664
	Iteration 3F: 3 clusters Score -1364524 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1364975.250000 Penalty: 4632.055664
	Iteration 4F: 3 clusters Score -1364975 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1365503.000000 Penalty: 4632.055664
	Iteration 5F: 3 clusters Score -1365503 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1366054.750000 Penalty: 4632.055664
	Iteration 6F: 3 clusters Score -1366055 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1366598.125000 Penalty: 4632.055664
	Iteration 7F: 3 clusters Score -1366598 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1367068.750000 Penalty: 4632.055664
	Iteration 8F: 3 clusters Score -1367069 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1367415.625000 Penalty: 4632.055664
	Iteration 9Q: 3 clusters Score -1367416 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1367621.125000 Penalty: 4632.055664
	Iteration 10Q: 3 clusters Score -1367621 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1367773.000000 Penalty: 4632.055664
	Iteration 11Q: 3 clusters Score -1367773 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1367873.750000 Penalty: 4632.055664
	Iteration 12Q: 3 clusters Score -1367874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1367948.625000 Penalty: 4632.055664
	Iteration 13Q: 3 clusters Score -1367949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1367995.500000 Penalty: 4632.055664
	Iteration 14Q: 3 clusters Score -1367996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1368029.500000 Penalty: 4632.055664
	Iteration 15Q: 3 clusters Score -1368030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1368058.500000 Penalty: 4632.055664
	Iteration 16Q: 3 clusters Score -1368058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1368070.750000 Penalty: 4632.055664
	Iteration 17Q: 3 clusters Score -1368071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1368084.375000 Penalty: 4632.055664
	Iteration 18Q: 3 clusters Score -1368084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1368093.875000 Penalty: 4632.055664
	Iteration 19Q: 3 clusters Score -1368094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1368104.625000 Penalty: 4632.055664
	Iteration 20F: 3 clusters Score -1368105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1368110.125000 Penalty: 4632.055664
	Iteration 21Q: 3 clusters Score -1368110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1368117.875000 Penalty: 4632.055664
	Iteration 22Q: 3 clusters Score -1368118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1368127.125000 Penalty: 4632.055664
	Iteration 23Q: 3 clusters Score -1368127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1368140.125000 Penalty: 4632.055664
	Iteration 24Q: 3 clusters Score -1368140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1368148.875000 Penalty: 4632.055664
	Iteration 25Q: 3 clusters Score -1368149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1368153.875000 Penalty: 4632.055664
	Iteration 26Q: 3 clusters Score -1368154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1368163.625000 Penalty: 4632.055664
	Iteration 27Q: 3 clusters Score -1368164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1368172.250000 Penalty: 4632.055664
	Iteration 28Q: 3 clusters Score -1368172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1368177.125000 Penalty: 4632.055664
	Iteration 29Q: 3 clusters Score -1368177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1368179.625000 Penalty: 4632.055664
	Iteration 30Q: 3 clusters Score -1368180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1368183.875000 Penalty: 4632.055664
	Iteration 31Q: 3 clusters Score -1368184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1368192.250000 Penalty: 4632.055664
	Iteration 32Q: 3 clusters Score -1368192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1368192.375000 Penalty: 4632.055664
	Iteration 33Q: 3 clusters Score -1368192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1368198.625000 Penalty: 4632.055664
	Iteration 34Q: 3 clusters Score -1368199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1368203.875000 Penalty: 4632.055664
	Iteration 35Q: 3 clusters Score -1368204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1368205.000000 Penalty: 4632.055664
	Iteration 36Q: 3 clusters Score -1368205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1368210.625000 Penalty: 4632.055664
	Iteration 37Q: 3 clusters Score -1368211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1368218.500000 Penalty: 4632.055664
	Iteration 38Q: 3 clusters Score -1368218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1368221.500000 Penalty: 4632.055664
	Iteration 39Q: 3 clusters Score -1368222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1368227.000000 Penalty: 4632.055664
	Iteration 40F: 3 clusters Score -1368227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1368227.875000 Penalty: 4632.055664
	Iteration 41Q: 3 clusters Score -1368228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1368231.125000 Penalty: 4632.055664
	Iteration 42Q: 3 clusters Score -1368231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1368238.375000 Penalty: 4632.055664
	Iteration 43Q: 3 clusters Score -1368238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1368242.750000 Penalty: 4632.055664
	Iteration 44Q: 3 clusters Score -1368243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1368251.625000 Penalty: 4632.055664
	Iteration 45Q: 3 clusters Score -1368252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1368259.000000 Penalty: 4632.055664
	Iteration 46Q: 3 clusters Score -1368259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1368266.000000 Penalty: 4632.055664
	Iteration 47Q: 3 clusters Score -1368266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1368266.000000 Penalty: 4632.055664
	Iteration 48Q: 3 clusters Score -1368266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1368267.250000 Penalty: 4632.055664
	Iteration 49Q: 3 clusters Score -1368267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1368266.500000 Penalty: 4632.055664
	Iteration 50Q: 3 clusters Score -1368266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1368268.625000 Penalty: 4632.055664
	Iteration 51Q: 3 clusters Score -1368269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1368270.500000 Penalty: 4632.055664
	Iteration 52Q: 3 clusters Score -1368270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1368273.750000 Penalty: 4632.055664
	Iteration 53Q: 3 clusters Score -1368274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1368273.000000 Penalty: 4632.055664
	Iteration 54Q: 3 clusters Score -1368273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1368278.000000 Penalty: 4632.055664
	Iteration 55Q: 3 clusters Score -1368278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1368277.000000 Penalty: 4632.055664
	Iteration 56Q: 3 clusters Score -1368277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1368279.375000 Penalty: 4632.055664
	Iteration 57Q: 3 clusters Score -1368279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1368281.000000 Penalty: 4632.055664
	Iteration 58Q: 3 clusters Score -1368281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1368281.000000 Penalty: 4632.055664
	Iteration 59F: 3 clusters Score -1368281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Entering Unmasked Estep 
Score: -12041378.000000 Penalty: 2838.929932
	Iteration 0F: 2 clusters Score -1.204138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -11978734.000000 Penalty: 5677.859863
	Iteration 0F: 3 clusters Score -1.197873e+07 nChanged 44371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -12003502.000000 Penalty: 5677.859863
	Iteration 1F: 3 clusters Score -1.20035e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -12004050.000000 Penalty: 5677.859863
	Iteration 2Q: 3 clusters Score -1.200405e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -12004761.000000 Penalty: 5677.859863
	Iteration 3Q: 3 clusters Score -1.200476e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -12005498.000000 Penalty: 5677.859863
	Iteration 4Q: 3 clusters Score -1.20055e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -12006745.000000 Penalty: 5677.859863
	Iteration 5Q: 3 clusters Score -1.200674e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -12008595.000000 Penalty: 5677.859863
	Iteration 6Q: 3 clusters Score -1.20086e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -12011695.000000 Penalty: 5677.859863
	Iteration 7F: 3 clusters Score -1.20117e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -12016741.000000 Penalty: 5677.859863
	Iteration 8F: 3 clusters Score -1.201674e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -12023439.000000 Penalty: 5677.859863
	Iteration 9F: 3 clusters Score -1.202344e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -12030396.000000 Penalty: 5677.859863
	Iteration 10F: 3 clusters Score -1.20304e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -12035212.000000 Penalty: 5677.859863
	Iteration 11F: 3 clusters Score -1.203521e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12037577.000000 Penalty: 5677.859863
	Iteration 12Q: 3 clusters Score -1.203758e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12038380.000000 Penalty: 5677.859863
	Iteration 13Q: 3 clusters Score -1.203838e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12038615.000000 Penalty: 5677.859863
	Iteration 14Q: 3 clusters Score -1.203862e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12038718.000000 Penalty: 5677.859863
	Iteration 15Q: 3 clusters Score -1.203872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12038776.000000 Penalty: 5677.859863
	Iteration 16Q: 3 clusters Score -1.203878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12038829.000000 Penalty: 5677.859863
	Iteration 17Q: 3 clusters Score -1.203883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12038862.000000 Penalty: 5677.859863
	Iteration 18Q: 3 clusters Score -1.203886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12038875.000000 Penalty: 5677.859863
	Iteration 19Q: 3 clusters Score -1.203888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12038886.000000 Penalty: 5677.859863
	Iteration 20F: 3 clusters Score -1.203889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12038913.000000 Penalty: 5677.859863
	Iteration 21Q: 3 clusters Score -1.203891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12038904.000000 Penalty: 5677.859863
	Iteration 22Q: 3 clusters Score -1.20389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12038904.000000 Penalty: 5677.859863
	Iteration 23F: 3 clusters Score -1.20389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Entering Unmasked Estep 
Score: -6819905.500000 Penalty: 2697.080811
	Iteration 0F: 2 clusters Score -6819906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -6784293.500000 Penalty: 5394.161621
	Iteration 0F: 3 clusters Score -6784294 nChanged 24411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6797500.000000 Penalty: 5394.161621
	Iteration 1F: 3 clusters Score -6797500 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -6798059.500000 Penalty: 5394.161621
	Iteration 2Q: 3 clusters Score -6798060 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6798576.500000 Penalty: 5394.161621
	Iteration 3Q: 3 clusters Score -6798576 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6799234.500000 Penalty: 5394.161621
	Iteration 4Q: 3 clusters Score -6799234 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6799943.000000 Penalty: 5394.161621
	Iteration 5Q: 3 clusters Score -6799943 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -6800836.500000 Penalty: 5394.161621
	Iteration 6Q: 3 clusters Score -6800836 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -6801993.000000 Penalty: 5394.161621
	Iteration 7Q: 3 clusters Score -6801993 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6803518.000000 Penalty: 5394.161621
	Iteration 8Q: 3 clusters Score -6803518 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -6805430.000000 Penalty: 5394.161621
	Iteration 9F: 3 clusters Score -6805430 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -6807450.500000 Penalty: 5394.161621
	Iteration 10F: 3 clusters Score -6807450 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -6809422.000000 Penalty: 5394.161621
	Iteration 11F: 3 clusters Score -6809422 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6811090.000000 Penalty: 5394.161621
	Iteration 12Q: 3 clusters Score -6811090 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -6812365.000000 Penalty: 5394.161621
	Iteration 13Q: 3 clusters Score -6812365 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -6813234.500000 Penalty: 5394.161621
	Iteration 14Q: 3 clusters Score -6813234 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6813949.000000 Penalty: 5394.161621
	Iteration 15Q: 3 clusters Score -6813949 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6814570.000000 Penalty: 5394.161621
	Iteration 16Q: 3 clusters Score -6814570 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6815074.000000 Penalty: 5394.161621
	Iteration 17Q: 3 clusters Score -6815074 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6815506.500000 Penalty: 5394.161621
	Iteration 18Q: 3 clusters Score -6815506 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6815888.500000 Penalty: 5394.161621
	Iteration 19Q: 3 clusters Score -6815888 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -6816237.500000 Penalty: 5394.161621
	Iteration 20F: 3 clusters Score -6816238 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6816524.000000 Penalty: 5394.161621
	Iteration 21Q: 3 clusters Score -6816524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6816734.000000 Penalty: 5394.161621
	Iteration 22Q: 3 clusters Score -6816734 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6816935.000000 Penalty: 5394.161621
	Iteration 23Q: 3 clusters Score -6816935 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6817117.000000 Penalty: 5394.161621
	Iteration 24Q: 3 clusters Score -6817117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6817220.000000 Penalty: 5394.161621
	Iteration 25Q: 3 clusters Score -6817220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -6817292.500000 Penalty: 5394.161621
	Iteration 26Q: 3 clusters Score -6817292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6817345.500000 Penalty: 5394.161621
	Iteration 27Q: 3 clusters Score -6817346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -6817383.500000 Penalty: 5394.161621
	Iteration 28Q: 3 clusters Score -6817384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6817412.500000 Penalty: 5394.161621
	Iteration 29Q: 3 clusters Score -6817412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6817447.500000 Penalty: 5394.161621
	Iteration 30Q: 3 clusters Score -6817448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -6817456.500000 Penalty: 5394.161621
	Iteration 31Q: 3 clusters Score -6817456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -6817481.000000 Penalty: 5394.161621
	Iteration 32Q: 3 clusters Score -6817481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6817513.000000 Penalty: 5394.161621
	Iteration 33Q: 3 clusters Score -6817513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6817539.500000 Penalty: 5394.161621
	Iteration 34Q: 3 clusters Score -6817540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6817548.500000 Penalty: 5394.161621
	Iteration 35Q: 3 clusters Score -6817548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6817578.500000 Penalty: 5394.161621
	Iteration 36Q: 3 clusters Score -6817578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -6817601.000000 Penalty: 5394.161621
	Iteration 37Q: 3 clusters Score -6817601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -6817622.500000 Penalty: 5394.161621
	Iteration 38Q: 3 clusters Score -6817622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6817637.000000 Penalty: 5394.161621
	Iteration 39Q: 3 clusters Score -6817637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -6817630.500000 Penalty: 5394.161621
	Iteration 40F: 3 clusters Score -6817630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -6817643.000000 Penalty: 5394.161621
	Iteration 41Q: 3 clusters Score -6817643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -6817646.500000 Penalty: 5394.161621
	Iteration 42Q: 3 clusters Score -6817646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -6817648.500000 Penalty: 5394.161621
	Iteration 43Q: 3 clusters Score -6817648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6817649.500000 Penalty: 5394.161621
	Iteration 44Q: 3 clusters Score -6817650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6817651.500000 Penalty: 5394.161621
	Iteration 45Q: 3 clusters Score -6817652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6817658.500000 Penalty: 5394.161621
	Iteration 46Q: 3 clusters Score -6817658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6817661.500000 Penalty: 5394.161621
	Iteration 47Q: 3 clusters Score -6817662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6817660.000000 Penalty: 5394.161621
	Iteration 48Q: 3 clusters Score -6817660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -6817661.500000 Penalty: 5394.161621
	Iteration 49Q: 3 clusters Score -6817662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -6817664.000000 Penalty: 5394.161621
	Iteration 50Q: 3 clusters Score -6817664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6817668.000000 Penalty: 5394.161621
	Iteration 51Q: 3 clusters Score -6817668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6817662.500000 Penalty: 5394.161621
	Iteration 52Q: 3 clusters Score -6817662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6817659.500000 Penalty: 5394.161621
	Iteration 53Q: 3 clusters Score -6817660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6817662.000000 Penalty: 5394.161621
	Iteration 54Q: 3 clusters Score -6817662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6817662.000000 Penalty: 5394.161621
	Iteration 55F: 3 clusters Score -6817662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -619175.062500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -619175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -614684.562500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -614684.6 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -615663.250000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -615663.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -615879.500000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -615879.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -616010.687500 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -616010.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -616075.687500 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -616075.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -616124.562500 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -616124.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -616165.562500 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -616165.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -616192.250000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -616192.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -616213.187500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -616213.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -616232.750000 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -616232.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -616250.750000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -616250.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -616271.875000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -616271.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -616290.625000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -616290.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -616311.625000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -616311.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -616332.937500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -616332.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -616353.312500 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -616353.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -616372.375000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -616372.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -616392.625000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -616392.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -616408.062500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -616408.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -616425.125000 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -616425.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -616444.937500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -616444.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -616462.437500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -616462.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -616483.562500 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -616483.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -616507.250000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -616507.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -616527.312500 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -616527.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -616545.250000 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -616545.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -616558.250000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -616558.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -616579.000000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -616579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -616601.812500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -616601.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -616626.375000 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -616626.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -616657.500000 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -616657.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -616687.625000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -616687.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -616728.562500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -616728.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -616783.187500 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -616783.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -616830.625000 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -616830.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -616870.250000 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -616870.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -616917.750000 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -616917.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -616955.750000 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -616955.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -616991.312500 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -616991.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -617026.312500 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -617026.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -617063.625000 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -617063.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -617093.500000 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -617093.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -617123.875000 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -617123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -617146.875000 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -617146.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -617166.187500 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -617166.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -617183.437500 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -617183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -617204.312500 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -617204.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -617228.062500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -617228.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -617245.937500 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -617245.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -617258.812500 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -617258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -617271.125000 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -617271.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -617285.062500 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -617285.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -617294.187500 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -617294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -617303.062500 Penalty: 4214.203613
	Iteration 53Q: 3 clusters Score -617303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -617310.250000 Penalty: 4214.203613
	Iteration 54Q: 3 clusters Score -617310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -617316.187500 Penalty: 4214.203613
	Iteration 55Q: 3 clusters Score -617316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -617322.312500 Penalty: 4214.203613
	Iteration 56Q: 3 clusters Score -617322.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -617327.937500 Penalty: 4214.203613
	Iteration 57Q: 3 clusters Score -617327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -617331.062500 Penalty: 4214.203613
	Iteration 58Q: 3 clusters Score -617331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -617331.812500 Penalty: 4214.203613
	Iteration 59Q: 3 clusters Score -617331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -617331.812500 Penalty: 4214.203613
	Iteration 60F: 3 clusters Score -617331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Entering Unmasked Estep 
Score: -2840240.750000 Penalty: 2478.798340
	Iteration 0F: 2 clusters Score -2840241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2824910.000000 Penalty: 4957.596680
	Iteration 0F: 3 clusters Score -2824910 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2830012.000000 Penalty: 4957.596680
	Iteration 1F: 3 clusters Score -2830012 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2830378.500000 Penalty: 4957.596680
	Iteration 2Q: 3 clusters Score -2830378 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2830701.500000 Penalty: 4957.596680
	Iteration 3Q: 3 clusters Score -2830702 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2831027.000000 Penalty: 4957.596680
	Iteration 4Q: 3 clusters Score -2831027 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2831398.250000 Penalty: 4957.596680
	Iteration 5Q: 3 clusters Score -2831398 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2831769.750000 Penalty: 4957.596680
	Iteration 6Q: 3 clusters Score -2831770 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2832201.500000 Penalty: 4957.596680
	Iteration 7Q: 3 clusters Score -2832202 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2832715.750000 Penalty: 4957.596680
	Iteration 8Q: 3 clusters Score -2832716 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2833340.250000 Penalty: 4957.596680
	Iteration 9Q: 3 clusters Score -2833340 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2834055.750000 Penalty: 4957.596680
	Iteration 10Q: 3 clusters Score -2834056 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2834765.250000 Penalty: 4957.596680
	Iteration 11Q: 3 clusters Score -2834765 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2835407.750000 Penalty: 4957.596680
	Iteration 12Q: 3 clusters Score -2835408 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2835937.250000 Penalty: 4957.596680
	Iteration 13Q: 3 clusters Score -2835937 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2836364.750000 Penalty: 4957.596680
	Iteration 14Q: 3 clusters Score -2836365 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2836759.250000 Penalty: 4957.596680
	Iteration 15Q: 3 clusters Score -2836759 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2837092.250000 Penalty: 4957.596680
	Iteration 16Q: 3 clusters Score -2837092 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2837368.000000 Penalty: 4957.596680
	Iteration 17Q: 3 clusters Score -2837368 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2837579.250000 Penalty: 4957.596680
	Iteration 18Q: 3 clusters Score -2837579 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2837739.500000 Penalty: 4957.596680
	Iteration 19Q: 3 clusters Score -2837740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2837870.500000 Penalty: 4957.596680
	Iteration 20F: 3 clusters Score -2837870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2837938.250000 Penalty: 4957.596680
	Iteration 21Q: 3 clusters Score -2837938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2838003.500000 Penalty: 4957.596680
	Iteration 22Q: 3 clusters Score -2838004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2838046.500000 Penalty: 4957.596680
	Iteration 23Q: 3 clusters Score -2838046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2838074.750000 Penalty: 4957.596680
	Iteration 24Q: 3 clusters Score -2838075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2838091.000000 Penalty: 4957.596680
	Iteration 25Q: 3 clusters Score -2838091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2838102.250000 Penalty: 4957.596680
	Iteration 26Q: 3 clusters Score -2838102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2838110.000000 Penalty: 4957.596680
	Iteration 27Q: 3 clusters Score -2838110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2838115.250000 Penalty: 4957.596680
	Iteration 28Q: 3 clusters Score -2838115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2838118.250000 Penalty: 4957.596680
	Iteration 29Q: 3 clusters Score -2838118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2838122.750000 Penalty: 4957.596680
	Iteration 30Q: 3 clusters Score -2838123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2838134.250000 Penalty: 4957.596680
	Iteration 31Q: 3 clusters Score -2838134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2838137.000000 Penalty: 4957.596680
	Iteration 32Q: 3 clusters Score -2838137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2838147.750000 Penalty: 4957.596680
	Iteration 33Q: 3 clusters Score -2838148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2838150.750000 Penalty: 4957.596680
	Iteration 34Q: 3 clusters Score -2838151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2838160.000000 Penalty: 4957.596680
	Iteration 35Q: 3 clusters Score -2838160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2838163.250000 Penalty: 4957.596680
	Iteration 36Q: 3 clusters Score -2838163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2838164.750000 Penalty: 4957.596680
	Iteration 37Q: 3 clusters Score -2838165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2838169.500000 Penalty: 4957.596680
	Iteration 38Q: 3 clusters Score -2838170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2838171.750000 Penalty: 4957.596680
	Iteration 39Q: 3 clusters Score -2838172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2838170.500000 Penalty: 4957.596680
	Iteration 40F: 3 clusters Score -2838170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2838172.250000 Penalty: 4957.596680
	Iteration 41Q: 3 clusters Score -2838172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2838173.000000 Penalty: 4957.596680
	Iteration 42Q: 3 clusters Score -2838173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2838175.000000 Penalty: 4957.596680
	Iteration 43Q: 3 clusters Score -2838175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2838179.750000 Penalty: 4957.596680
	Iteration 44Q: 3 clusters Score -2838180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2838183.000000 Penalty: 4957.596680
	Iteration 45Q: 3 clusters Score -2838183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2838183.000000 Penalty: 4957.596680
	Iteration 46Q: 3 clusters Score -2838183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2838181.500000 Penalty: 4957.596680
	Iteration 47Q: 3 clusters Score -2838182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2838178.500000 Penalty: 4957.596680
	Iteration 48Q: 3 clusters Score -2838178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2838178.500000 Penalty: 4957.596680
	Iteration 49F: 3 clusters Score -2838178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40368.832031 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40368.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40493.175781 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40493.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40536.507812 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40536.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40561.796875 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40565.156250 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40565.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40565.156250 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -40565.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292667 members 
Entering Unmasked Estep 
Score: -37209572.000000 Penalty: 3121.524170
	Iteration 0F: 2 clusters Score -3.720957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -37033872.000000 Penalty: 6243.048340
	Iteration 0F: 3 clusters Score -3.703387e+07 nChanged 141570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -37118080.000000 Penalty: 6243.048340
	Iteration 1F: 3 clusters Score -3.711808e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 145107 members 
Entering Unmasked Estep 
Score: -37119232.000000 Penalty: 6243.048340
	Iteration 2Q: 3 clusters Score -3.711923e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -37120244.000000 Penalty: 6243.048340
	Iteration 3Q: 3 clusters Score -3.712024e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -37121540.000000 Penalty: 6243.048340
	Iteration 4Q: 3 clusters Score -3.712154e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -37122864.000000 Penalty: 6243.048340
	Iteration 5Q: 3 clusters Score -3.712286e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 141706 members 
Entering Unmasked Estep 
Score: -37124588.000000 Penalty: 6243.048340
	Iteration 6Q: 3 clusters Score -3.712459e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152848 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -37126760.000000 Penalty: 6243.048340
	Iteration 7Q: 3 clusters Score -3.712676e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -37130024.000000 Penalty: 6243.048340
	Iteration 8Q: 3 clusters Score -3.713002e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -37134732.000000 Penalty: 6243.048340
	Iteration 9Q: 3 clusters Score -3.713473e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -37143204.000000 Penalty: 6243.048340
	Iteration 10Q: 3 clusters Score -3.71432e+07 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -37156028.000000 Penalty: 6243.048340
	Iteration 11F: 3 clusters Score -3.715603e+07 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
Score: -37167640.000000 Penalty: 6243.048340
	Iteration 12F: 3 clusters Score -3.716764e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -37173276.000000 Penalty: 6243.048340
	Iteration 13Q: 3 clusters Score -3.717328e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171852 members 
Mstep: Class 2 contains 120815 members 
Entering Unmasked Estep 
Score: -37174844.000000 Penalty: 6243.048340
	Iteration 14Q: 3 clusters Score -3.717484e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -37175312.000000 Penalty: 6243.048340
	Iteration 15Q: 3 clusters Score -3.717531e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -37175596.000000 Penalty: 6243.048340
	Iteration 16Q: 3 clusters Score -3.71756e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -37175860.000000 Penalty: 6243.048340
	Iteration 17Q: 3 clusters Score -3.717586e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -37175992.000000 Penalty: 6243.048340
	Iteration 18Q: 3 clusters Score -3.717599e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -37176476.000000 Penalty: 6243.048340
	Iteration 19Q: 3 clusters Score -3.717648e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187236 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -37177072.000000 Penalty: 6243.048340
	Iteration 20F: 3 clusters Score -3.717707e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190807 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -37177700.000000 Penalty: 6243.048340
	Iteration 21Q: 3 clusters Score -3.71777e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194658 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -37178264.000000 Penalty: 6243.048340
	Iteration 22Q: 3 clusters Score -3.717826e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198779 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -37178836.000000 Penalty: 6243.048340
	Iteration 23Q: 3 clusters Score -3.717884e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203253 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -37179684.000000 Penalty: 6243.048340
	Iteration 24Q: 3 clusters Score -3.717968e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -37180512.000000 Penalty: 6243.048340
	Iteration 25Q: 3 clusters Score -3.718051e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213017 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -37181584.000000 Penalty: 6243.048340
	Iteration 26Q: 3 clusters Score -3.718158e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218111 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -37182608.000000 Penalty: 6243.048340
	Iteration 27Q: 3 clusters Score -3.718261e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223404 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -37184204.000000 Penalty: 6243.048340
	Iteration 28Q: 3 clusters Score -3.71842e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228754 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -37185404.000000 Penalty: 6243.048340
	Iteration 29Q: 3 clusters Score -3.71854e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -37186592.000000 Penalty: 6243.048340
	Iteration 30Q: 3 clusters Score -3.718659e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239164 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -37188192.000000 Penalty: 6243.048340
	Iteration 31Q: 3 clusters Score -3.718819e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244267 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -37189704.000000 Penalty: 6243.048340
	Iteration 32Q: 3 clusters Score -3.71897e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249284 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -37191116.000000 Penalty: 6243.048340
	Iteration 33Q: 3 clusters Score -3.719112e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253950 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -37192364.000000 Penalty: 6243.048340
	Iteration 34Q: 3 clusters Score -3.719236e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258294 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -37193568.000000 Penalty: 6243.048340
	Iteration 35Q: 3 clusters Score -3.719357e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262424 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -37195008.000000 Penalty: 6243.048340
	Iteration 36Q: 3 clusters Score -3.719501e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266206 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -37196176.000000 Penalty: 6243.048340
	Iteration 37Q: 3 clusters Score -3.719618e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269608 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -37197244.000000 Penalty: 6243.048340
	Iteration 38Q: 3 clusters Score -3.719724e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272710 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -37198540.000000 Penalty: 6243.048340
	Iteration 39Q: 3 clusters Score -3.719854e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275567 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -37199728.000000 Penalty: 6243.048340
	Iteration 40F: 3 clusters Score -3.719973e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278441 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -37200536.000000 Penalty: 6243.048340
	Iteration 41Q: 3 clusters Score -3.720054e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281115 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -37201620.000000 Penalty: 6243.048340
	Iteration 42Q: 3 clusters Score -3.720162e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283388 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -37202680.000000 Penalty: 6243.048340
	Iteration 43Q: 3 clusters Score -3.720268e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285365 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -37203584.000000 Penalty: 6243.048340
	Iteration 44Q: 3 clusters Score -3.720358e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287007 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -37204220.000000 Penalty: 6243.048340
	Iteration 45Q: 3 clusters Score -3.720422e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288377 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -37204880.000000 Penalty: 6243.048340
	Iteration 46Q: 3 clusters Score -3.720488e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289417 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -37205428.000000 Penalty: 6243.048340
	Iteration 47Q: 3 clusters Score -3.720543e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290185 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -37205852.000000 Penalty: 6243.048340
	Iteration 48Q: 3 clusters Score -3.720585e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290713 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -37206012.000000 Penalty: 6243.048340
	Iteration 49Q: 3 clusters Score -3.720601e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291115 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -37206240.000000 Penalty: 6243.048340
	Iteration 50Q: 3 clusters Score -3.720624e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291378 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -37206416.000000 Penalty: 6243.048340
	Iteration 51Q: 3 clusters Score -3.720642e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291567 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -37206540.000000 Penalty: 6243.048340
	Iteration 52Q: 3 clusters Score -3.720654e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291722 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -37206576.000000 Penalty: 6243.048340
	Iteration 53Q: 3 clusters Score -3.720658e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291820 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -37206640.000000 Penalty: 6243.048340
	Iteration 54Q: 3 clusters Score -3.720664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291887 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -37206668.000000 Penalty: 6243.048340
	Iteration 55Q: 3 clusters Score -3.720667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291942 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -37206728.000000 Penalty: 6243.048340
	Iteration 56Q: 3 clusters Score -3.720673e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291981 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37206796.000000 Penalty: 6243.048340
	Iteration 57Q: 3 clusters Score -3.72068e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292018 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -37206812.000000 Penalty: 6243.048340
	Iteration 58Q: 3 clusters Score -3.720681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292052 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -37206792.000000 Penalty: 6243.048340
	Iteration 59Q: 3 clusters Score -3.720679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292074 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37206840.000000 Penalty: 6243.048340
	Iteration 60F: 3 clusters Score -3.720684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292091 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -37206844.000000 Penalty: 6243.048340
	Iteration 61Q: 3 clusters Score -3.720684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292107 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -37206852.000000 Penalty: 6243.048340
	Iteration 62Q: 3 clusters Score -3.720685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292119 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37206860.000000 Penalty: 6243.048340
	Iteration 63Q: 3 clusters Score -3.720686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37206884.000000 Penalty: 6243.048340
	Iteration 64Q: 3 clusters Score -3.720688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292135 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37206868.000000 Penalty: 6243.048340
	Iteration 65Q: 3 clusters Score -3.720687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292135 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37206904.000000 Penalty: 6243.048340
	Iteration 66Q: 3 clusters Score -3.72069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37206872.000000 Penalty: 6243.048340
	Iteration 67Q: 3 clusters Score -3.720687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37206876.000000 Penalty: 6243.048340
	Iteration 68Q: 3 clusters Score -3.720688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292142 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37206868.000000 Penalty: 6243.048340
	Iteration 69Q: 3 clusters Score -3.720687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37206868.000000 Penalty: 6243.048340
	Iteration 70Q: 3 clusters Score -3.720687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37206880.000000 Penalty: 6243.048340
	Iteration 71Q: 3 clusters Score -3.720688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292139 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37206868.000000 Penalty: 6243.048340
	Iteration 72Q: 3 clusters Score -3.720687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37206856.000000 Penalty: 6243.048340
	Iteration 73Q: 3 clusters Score -3.720686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37206856.000000 Penalty: 6243.048340
	Iteration 74F: 3 clusters Score -3.720686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294534.937500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -291644.812500 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291644.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292194.281250 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -292194.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292355.812500 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292355.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -292467.687500 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -292467.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -292582.062500 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292582.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292738.593750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292738.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -292902.062500 Penalty: 3870.301270
	Iteration 6F: 3 clusters Score -292902.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -293029.531250 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -293029.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -293101.562500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -293101.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -293155.656250 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -293155.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -293189.156250 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -293189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -293212.906250 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -293212.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -293231.593750 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -293231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -293239.812500 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -293239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -293246.656250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -293246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -293253.312500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -293253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -293261.031250 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -293261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -293264.437500 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -293264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -293269.218750 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -293269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -293276.218750 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -293276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -293283.218750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -293286.250000 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -293288.218750 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -293288.718750 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -293290.281250 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -293291.375000 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -293292.531250 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -293292.531250 Penalty: 3870.301270
	Iteration 27F: 3 clusters Score -293292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Entering Unmasked Estep 
Score: -5876619.000000 Penalty: 2667.917725
	Iteration 0F: 2 clusters Score -5876619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5844916.000000 Penalty: 5335.835449
	Iteration 0F: 3 clusters Score -5844916 nChanged 21717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5857051.000000 Penalty: 5335.835449
	Iteration 1F: 3 clusters Score -5857051 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5857588.500000 Penalty: 5335.835449
	Iteration 2Q: 3 clusters Score -5857588 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5858141.000000 Penalty: 5335.835449
	Iteration 3Q: 3 clusters Score -5858141 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -5858783.500000 Penalty: 5335.835449
	Iteration 4Q: 3 clusters Score -5858784 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5859614.000000 Penalty: 5335.835449
	Iteration 5Q: 3 clusters Score -5859614 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5860707.500000 Penalty: 5335.835449
	Iteration 6F: 3 clusters Score -5860708 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -5862134.500000 Penalty: 5335.835449
	Iteration 7F: 3 clusters Score -5862134 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5863928.000000 Penalty: 5335.835449
	Iteration 8F: 3 clusters Score -5863928 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5865590.500000 Penalty: 5335.835449
	Iteration 9F: 3 clusters Score -5865590 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -5866887.000000 Penalty: 5335.835449
	Iteration 10Q: 3 clusters Score -5866887 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5867721.500000 Penalty: 5335.835449
	Iteration 11Q: 3 clusters Score -5867722 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -5868353.000000 Penalty: 5335.835449
	Iteration 12Q: 3 clusters Score -5868353 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5868943.500000 Penalty: 5335.835449
	Iteration 13Q: 3 clusters Score -5868944 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5870075.000000 Penalty: 5335.835449
	Iteration 14Q: 3 clusters Score -5870075 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5872250.000000 Penalty: 5335.835449
	Iteration 15Q: 3 clusters Score -5872250 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5873179.000000 Penalty: 5335.835449
	Iteration 16Q: 3 clusters Score -5873179 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5873444.000000 Penalty: 5335.835449
	Iteration 17Q: 3 clusters Score -5873444 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5873605.000000 Penalty: 5335.835449
	Iteration 18Q: 3 clusters Score -5873605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5873698.000000 Penalty: 5335.835449
	Iteration 19Q: 3 clusters Score -5873698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5873767.500000 Penalty: 5335.835449
	Iteration 20F: 3 clusters Score -5873768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5873778.000000 Penalty: 5335.835449
	Iteration 21Q: 3 clusters Score -5873778 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5873797.500000 Penalty: 5335.835449
	Iteration 22Q: 3 clusters Score -5873798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5873821.000000 Penalty: 5335.835449
	Iteration 23Q: 3 clusters Score -5873821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5873828.000000 Penalty: 5335.835449
	Iteration 24Q: 3 clusters Score -5873828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5873859.500000 Penalty: 5335.835449
	Iteration 25Q: 3 clusters Score -5873860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5873861.000000 Penalty: 5335.835449
	Iteration 26Q: 3 clusters Score -5873861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5873877.500000 Penalty: 5335.835449
	Iteration 27Q: 3 clusters Score -5873878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5873884.500000 Penalty: 5335.835449
	Iteration 28Q: 3 clusters Score -5873884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -5873886.000000 Penalty: 5335.835449
	Iteration 29Q: 3 clusters Score -5873886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -5873897.500000 Penalty: 5335.835449
	Iteration 30Q: 3 clusters Score -5873898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5873923.500000 Penalty: 5335.835449
	Iteration 31Q: 3 clusters Score -5873924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5873942.500000 Penalty: 5335.835449
	Iteration 32Q: 3 clusters Score -5873942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5873945.500000 Penalty: 5335.835449
	Iteration 33Q: 3 clusters Score -5873946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -5873974.000000 Penalty: 5335.835449
	Iteration 34Q: 3 clusters Score -5873974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5873962.000000 Penalty: 5335.835449
	Iteration 35Q: 3 clusters Score -5873962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5873976.000000 Penalty: 5335.835449
	Iteration 36Q: 3 clusters Score -5873976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5873986.500000 Penalty: 5335.835449
	Iteration 37Q: 3 clusters Score -5873986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5873984.500000 Penalty: 5335.835449
	Iteration 38Q: 3 clusters Score -5873984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5874006.500000 Penalty: 5335.835449
	Iteration 39Q: 3 clusters Score -5874006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5873999.000000 Penalty: 5335.835449
	Iteration 40F: 3 clusters Score -5873999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5874003.000000 Penalty: 5335.835449
	Iteration 41Q: 3 clusters Score -5874003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5874004.000000 Penalty: 5335.835449
	Iteration 42Q: 3 clusters Score -5874004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5874006.500000 Penalty: 5335.835449
	Iteration 43Q: 3 clusters Score -5874006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5874012.000000 Penalty: 5335.835449
	Iteration 44Q: 3 clusters Score -5874012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5874017.500000 Penalty: 5335.835449
	Iteration 45Q: 3 clusters Score -5874018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5874015.500000 Penalty: 5335.835449
	Iteration 46Q: 3 clusters Score -5874016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -5874013.000000 Penalty: 5335.835449
	Iteration 47Q: 3 clusters Score -5874013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -5874010.000000 Penalty: 5335.835449
	Iteration 48Q: 3 clusters Score -5874010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5874018.000000 Penalty: 5335.835449
	Iteration 49Q: 3 clusters Score -5874018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5874021.000000 Penalty: 5335.835449
	Iteration 50Q: 3 clusters Score -5874021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5874018.000000 Penalty: 5335.835449
	Iteration 51Q: 3 clusters Score -5874018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5874015.000000 Penalty: 5335.835449
	Iteration 52Q: 3 clusters Score -5874015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -5874014.500000 Penalty: 5335.835449
	Iteration 53Q: 3 clusters Score -5874014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5874017.500000 Penalty: 5335.835449
	Iteration 54Q: 3 clusters Score -5874018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5874020.500000 Penalty: 5335.835449
	Iteration 55Q: 3 clusters Score -5874020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5874020.500000 Penalty: 5335.835449
	Iteration 56F: 3 clusters Score -5874020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -738967.250000 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -738967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -733810.437500 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -733810.4 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -735535.687500 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -735535.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -736186.125000 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -736186.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -736660.625000 Penalty: 4317.433105
	Iteration 3F: 3 clusters Score -736660.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -736968.000000 Penalty: 4317.433105
	Iteration 4F: 3 clusters Score -736968 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -737182.312500 Penalty: 4317.433105
	Iteration 5Q: 3 clusters Score -737182.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -737330.250000 Penalty: 4317.433105
	Iteration 6Q: 3 clusters Score -737330.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -737432.250000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -737432.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -737512.000000 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -737512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -737566.250000 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -737566.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -737599.187500 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -737599.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -737619.562500 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -737619.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -737639.750000 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -737639.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -737654.937500 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -737654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -737669.062500 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -737669.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -737680.812500 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -737680.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -737692.625000 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -737692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -737698.125000 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -737698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -737705.187500 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -737705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -737710.750000 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -737710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -737714.125000 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -737714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -737722.687500 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -737722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -737729.875000 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -737729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -737735.500000 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -737735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -737737.812500 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -737737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -737739.562500 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -737739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -737742.875000 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -737742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -737743.312500 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -737743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -737743.937500 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -737743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -737743.375000 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -737743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -737743.875000 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -737743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -737743.875000 Penalty: 4317.433105
	Iteration 31F: 3 clusters Score -737743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Entering Unmasked Estep 
Score: -2963989.250000 Penalty: 2489.580322
	Iteration 0F: 2 clusters Score -2963989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2948176.000000 Penalty: 4979.160645
	Iteration 0F: 3 clusters Score -2948176 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2953771.000000 Penalty: 4979.160645
	Iteration 1F: 3 clusters Score -2953771 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2954271.500000 Penalty: 4979.160645
	Iteration 2F: 3 clusters Score -2954272 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2954719.750000 Penalty: 4979.160645
	Iteration 3Q: 3 clusters Score -2954720 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2955164.500000 Penalty: 4979.160645
	Iteration 4Q: 3 clusters Score -2955164 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2955771.500000 Penalty: 4979.160645
	Iteration 5Q: 3 clusters Score -2955772 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2956575.500000 Penalty: 4979.160645
	Iteration 6F: 3 clusters Score -2956576 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2957603.750000 Penalty: 4979.160645
	Iteration 7F: 3 clusters Score -2957604 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2958780.500000 Penalty: 4979.160645
	Iteration 8F: 3 clusters Score -2958780 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2959843.250000 Penalty: 4979.160645
	Iteration 9F: 3 clusters Score -2959843 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2960581.500000 Penalty: 4979.160645
	Iteration 10Q: 3 clusters Score -2960582 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2961041.250000 Penalty: 4979.160645
	Iteration 11Q: 3 clusters Score -2961041 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2961354.000000 Penalty: 4979.160645
	Iteration 12Q: 3 clusters Score -2961354 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2961590.500000 Penalty: 4979.160645
	Iteration 13Q: 3 clusters Score -2961590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2961744.500000 Penalty: 4979.160645
	Iteration 14Q: 3 clusters Score -2961744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2961846.750000 Penalty: 4979.160645
	Iteration 15Q: 3 clusters Score -2961847 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2961912.750000 Penalty: 4979.160645
	Iteration 16Q: 3 clusters Score -2961913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2961929.250000 Penalty: 4979.160645
	Iteration 17Q: 3 clusters Score -2961929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2961963.000000 Penalty: 4979.160645
	Iteration 18Q: 3 clusters Score -2961963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2961988.750000 Penalty: 4979.160645
	Iteration 19Q: 3 clusters Score -2961989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2962006.500000 Penalty: 4979.160645
	Iteration 20F: 3 clusters Score -2962006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2962021.000000 Penalty: 4979.160645
	Iteration 21Q: 3 clusters Score -2962021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2962033.000000 Penalty: 4979.160645
	Iteration 22Q: 3 clusters Score -2962033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2962039.000000 Penalty: 4979.160645
	Iteration 23Q: 3 clusters Score -2962039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2962047.750000 Penalty: 4979.160645
	Iteration 24Q: 3 clusters Score -2962048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2962056.500000 Penalty: 4979.160645
	Iteration 25Q: 3 clusters Score -2962056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2962055.000000 Penalty: 4979.160645
	Iteration 26Q: 3 clusters Score -2962055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2962057.000000 Penalty: 4979.160645
	Iteration 27Q: 3 clusters Score -2962057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2962052.250000 Penalty: 4979.160645
	Iteration 28Q: 3 clusters Score -2962052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2962051.750000 Penalty: 4979.160645
	Iteration 29Q: 3 clusters Score -2962052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2962051.750000 Penalty: 4979.160645
	Iteration 30Q: 3 clusters Score -2962052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2962054.000000 Penalty: 4979.160645
	Iteration 31Q: 3 clusters Score -2962054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2962051.500000 Penalty: 4979.160645
	Iteration 32Q: 3 clusters Score -2962052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2962052.750000 Penalty: 4979.160645
	Iteration 33Q: 3 clusters Score -2962053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2962056.500000 Penalty: 4979.160645
	Iteration 34Q: 3 clusters Score -2962056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2962058.750000 Penalty: 4979.160645
	Iteration 35Q: 3 clusters Score -2962059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2962062.750000 Penalty: 4979.160645
	Iteration 36Q: 3 clusters Score -2962063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2962066.500000 Penalty: 4979.160645
	Iteration 37Q: 3 clusters Score -2962066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2962063.000000 Penalty: 4979.160645
	Iteration 38Q: 3 clusters Score -2962063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2962068.500000 Penalty: 4979.160645
	Iteration 39Q: 3 clusters Score -2962068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2962067.500000 Penalty: 4979.160645
	Iteration 40F: 3 clusters Score -2962068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2962063.750000 Penalty: 4979.160645
	Iteration 41Q: 3 clusters Score -2962064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2962062.250000 Penalty: 4979.160645
	Iteration 42Q: 3 clusters Score -2962062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2962063.500000 Penalty: 4979.160645
	Iteration 43Q: 3 clusters Score -2962064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2962063.500000 Penalty: 4979.160645
	Iteration 44F: 3 clusters Score -2962064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Entering Unmasked Estep 
Score: -2301846.250000 Penalty: 2426.788086
	Iteration 0F: 2 clusters Score -2301846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2289078.000000 Penalty: 4853.576172
	Iteration 0F: 3 clusters Score -2289078 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2293327.000000 Penalty: 4853.576172
	Iteration 1F: 3 clusters Score -2293327 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2293714.500000 Penalty: 4853.576172
	Iteration 2F: 3 clusters Score -2293714 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2294027.000000 Penalty: 4853.576172
	Iteration 3Q: 3 clusters Score -2294027 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2294340.500000 Penalty: 4853.576172
	Iteration 4Q: 3 clusters Score -2294340 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2294628.250000 Penalty: 4853.576172
	Iteration 5Q: 3 clusters Score -2294628 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2294900.500000 Penalty: 4853.576172
	Iteration 6Q: 3 clusters Score -2294900 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2295191.500000 Penalty: 4853.576172
	Iteration 7Q: 3 clusters Score -2295192 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2295471.000000 Penalty: 4853.576172
	Iteration 8Q: 3 clusters Score -2295471 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2295787.000000 Penalty: 4853.576172
	Iteration 9Q: 3 clusters Score -2295787 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2296114.750000 Penalty: 4853.576172
	Iteration 10Q: 3 clusters Score -2296115 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2296476.750000 Penalty: 4853.576172
	Iteration 11Q: 3 clusters Score -2296477 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2296886.250000 Penalty: 4853.576172
	Iteration 12Q: 3 clusters Score -2296886 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2297250.000000 Penalty: 4853.576172
	Iteration 13Q: 3 clusters Score -2297250 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2297535.750000 Penalty: 4853.576172
	Iteration 14Q: 3 clusters Score -2297536 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2297730.500000 Penalty: 4853.576172
	Iteration 15Q: 3 clusters Score -2297730 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2297848.500000 Penalty: 4853.576172
	Iteration 16Q: 3 clusters Score -2297848 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2297910.250000 Penalty: 4853.576172
	Iteration 17Q: 3 clusters Score -2297910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2297954.500000 Penalty: 4853.576172
	Iteration 18Q: 3 clusters Score -2297954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2297991.750000 Penalty: 4853.576172
	Iteration 19Q: 3 clusters Score -2297992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2298007.250000 Penalty: 4853.576172
	Iteration 20F: 3 clusters Score -2298007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2298024.000000 Penalty: 4853.576172
	Iteration 21Q: 3 clusters Score -2298024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2298029.750000 Penalty: 4853.576172
	Iteration 22Q: 3 clusters Score -2298030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2298043.500000 Penalty: 4853.576172
	Iteration 23Q: 3 clusters Score -2298044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2298064.750000 Penalty: 4853.576172
	Iteration 24Q: 3 clusters Score -2298065 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2298082.500000 Penalty: 4853.576172
	Iteration 25Q: 3 clusters Score -2298082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2298095.250000 Penalty: 4853.576172
	Iteration 26Q: 3 clusters Score -2298095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2298106.750000 Penalty: 4853.576172
	Iteration 27Q: 3 clusters Score -2298107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2298123.750000 Penalty: 4853.576172
	Iteration 28Q: 3 clusters Score -2298124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2298136.250000 Penalty: 4853.576172
	Iteration 29Q: 3 clusters Score -2298136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2298154.000000 Penalty: 4853.576172
	Iteration 30Q: 3 clusters Score -2298154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2298181.500000 Penalty: 4853.576172
	Iteration 31Q: 3 clusters Score -2298182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2298200.000000 Penalty: 4853.576172
	Iteration 32Q: 3 clusters Score -2298200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2298227.000000 Penalty: 4853.576172
	Iteration 33Q: 3 clusters Score -2298227 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2298253.000000 Penalty: 4853.576172
	Iteration 34Q: 3 clusters Score -2298253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2298259.250000 Penalty: 4853.576172
	Iteration 35Q: 3 clusters Score -2298259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2298274.000000 Penalty: 4853.576172
	Iteration 36Q: 3 clusters Score -2298274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2298291.000000 Penalty: 4853.576172
	Iteration 37Q: 3 clusters Score -2298291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2298299.750000 Penalty: 4853.576172
	Iteration 38Q: 3 clusters Score -2298300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2298316.750000 Penalty: 4853.576172
	Iteration 39Q: 3 clusters Score -2298317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2298323.750000 Penalty: 4853.576172
	Iteration 40F: 3 clusters Score -2298324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2298344.500000 Penalty: 4853.576172
	Iteration 41Q: 3 clusters Score -2298344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2298355.000000 Penalty: 4853.576172
	Iteration 42Q: 3 clusters Score -2298355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2298362.000000 Penalty: 4853.576172
	Iteration 43Q: 3 clusters Score -2298362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2298369.500000 Penalty: 4853.576172
	Iteration 44Q: 3 clusters Score -2298370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2298366.500000 Penalty: 4853.576172
	Iteration 45Q: 3 clusters Score -2298366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2298379.250000 Penalty: 4853.576172
	Iteration 46Q: 3 clusters Score -2298379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2298387.000000 Penalty: 4853.576172
	Iteration 47Q: 3 clusters Score -2298387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2298391.750000 Penalty: 4853.576172
	Iteration 48Q: 3 clusters Score -2298392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2298397.250000 Penalty: 4853.576172
	Iteration 49Q: 3 clusters Score -2298397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2298401.250000 Penalty: 4853.576172
	Iteration 50Q: 3 clusters Score -2298401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2298408.250000 Penalty: 4853.576172
	Iteration 51Q: 3 clusters Score -2298408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2298413.750000 Penalty: 4853.576172
	Iteration 52Q: 3 clusters Score -2298414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2298419.000000 Penalty: 4853.576172
	Iteration 53Q: 3 clusters Score -2298419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2298422.000000 Penalty: 4853.576172
	Iteration 54Q: 3 clusters Score -2298422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2298422.750000 Penalty: 4853.576172
	Iteration 55Q: 3 clusters Score -2298423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2298426.500000 Penalty: 4853.576172
	Iteration 56Q: 3 clusters Score -2298426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2298434.250000 Penalty: 4853.576172
	Iteration 57Q: 3 clusters Score -2298434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2298433.250000 Penalty: 4853.576172
	Iteration 58Q: 3 clusters Score -2298433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2298434.500000 Penalty: 4853.576172
	Iteration 59Q: 3 clusters Score -2298434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2298442.500000 Penalty: 4853.576172
	Iteration 60F: 3 clusters Score -2298442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2298443.250000 Penalty: 4853.576172
	Iteration 61Q: 3 clusters Score -2298443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2298433.500000 Penalty: 4853.576172
	Iteration 62Q: 3 clusters Score -2298434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2298440.250000 Penalty: 4853.576172
	Iteration 63Q: 3 clusters Score -2298440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2298440.000000 Penalty: 4853.576172
	Iteration 64Q: 3 clusters Score -2298440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2298448.750000 Penalty: 4853.576172
	Iteration 65Q: 3 clusters Score -2298449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2298449.500000 Penalty: 4853.576172
	Iteration 66Q: 3 clusters Score -2298450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2298453.250000 Penalty: 4853.576172
	Iteration 67Q: 3 clusters Score -2298453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2298461.250000 Penalty: 4853.576172
	Iteration 68Q: 3 clusters Score -2298461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2298465.250000 Penalty: 4853.576172
	Iteration 69Q: 3 clusters Score -2298465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2298467.250000 Penalty: 4853.576172
	Iteration 70Q: 3 clusters Score -2298467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2298474.500000 Penalty: 4853.576172
	Iteration 71Q: 3 clusters Score -2298474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2298480.250000 Penalty: 4853.576172
	Iteration 72Q: 3 clusters Score -2298480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2298481.000000 Penalty: 4853.576172
	Iteration 73Q: 3 clusters Score -2298481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2298483.250000 Penalty: 4853.576172
	Iteration 74Q: 3 clusters Score -2298483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2298485.250000 Penalty: 4853.576172
	Iteration 75Q: 3 clusters Score -2298485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2298487.250000 Penalty: 4853.576172
	Iteration 76Q: 3 clusters Score -2298487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2298485.750000 Penalty: 4853.576172
	Iteration 77Q: 3 clusters Score -2298486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2298490.750000 Penalty: 4853.576172
	Iteration 78Q: 3 clusters Score -2298491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2298496.000000 Penalty: 4853.576172
	Iteration 79Q: 3 clusters Score -2298496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2298492.500000 Penalty: 4853.576172
	Iteration 80F: 3 clusters Score -2298492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2298495.250000 Penalty: 4853.576172
	Iteration 81Q: 3 clusters Score -2298495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2298499.000000 Penalty: 4853.576172
	Iteration 82Q: 3 clusters Score -2298499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2298497.750000 Penalty: 4853.576172
	Iteration 83Q: 3 clusters Score -2298498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2298498.750000 Penalty: 4853.576172
	Iteration 84Q: 3 clusters Score -2298499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2298500.250000 Penalty: 4853.576172
	Iteration 85Q: 3 clusters Score -2298500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2298504.250000 Penalty: 4853.576172
	Iteration 86Q: 3 clusters Score -2298504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2298501.750000 Penalty: 4853.576172
	Iteration 87Q: 3 clusters Score -2298502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2298503.000000 Penalty: 4853.576172
	Iteration 88Q: 3 clusters Score -2298503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2298507.250000 Penalty: 4853.576172
	Iteration 89Q: 3 clusters Score -2298507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2298506.750000 Penalty: 4853.576172
	Iteration 90Q: 3 clusters Score -2298507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2298507.250000 Penalty: 4853.576172
	Iteration 91Q: 3 clusters Score -2298507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2298510.500000 Penalty: 4853.576172
	Iteration 92Q: 3 clusters Score -2298510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2298511.750000 Penalty: 4853.576172
	Iteration 93Q: 3 clusters Score -2298512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2298515.750000 Penalty: 4853.576172
	Iteration 94Q: 3 clusters Score -2298516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2298516.500000 Penalty: 4853.576172
	Iteration 95Q: 3 clusters Score -2298516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2298521.250000 Penalty: 4853.576172
	Iteration 96Q: 3 clusters Score -2298521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2298529.250000 Penalty: 4853.576172
	Iteration 97Q: 3 clusters Score -2298529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2298533.750000 Penalty: 4853.576172
	Iteration 98Q: 3 clusters Score -2298534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2298541.500000 Penalty: 4853.576172
	Iteration 99Q: 3 clusters Score -2298542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2298547.250000 Penalty: 4853.576172
	Iteration 100F: 3 clusters Score -2298547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2298553.750000 Penalty: 4853.576172
	Iteration 101Q: 3 clusters Score -2298554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2298569.250000 Penalty: 4853.576172
	Iteration 102Q: 3 clusters Score -2298569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2298574.250000 Penalty: 4853.576172
	Iteration 103Q: 3 clusters Score -2298574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2298583.500000 Penalty: 4853.576172
	Iteration 104Q: 3 clusters Score -2298584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2298595.250000 Penalty: 4853.576172
	Iteration 105Q: 3 clusters Score -2298595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2298597.250000 Penalty: 4853.576172
	Iteration 106Q: 3 clusters Score -2298597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2298602.750000 Penalty: 4853.576172
	Iteration 107Q: 3 clusters Score -2298603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2298610.750000 Penalty: 4853.576172
	Iteration 108Q: 3 clusters Score -2298611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2298611.500000 Penalty: 4853.576172
	Iteration 109Q: 3 clusters Score -2298612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2298629.500000 Penalty: 4853.576172
	Iteration 110Q: 3 clusters Score -2298630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2298640.500000 Penalty: 4853.576172
	Iteration 111Q: 3 clusters Score -2298640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2298641.500000 Penalty: 4853.576172
	Iteration 112Q: 3 clusters Score -2298642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2298650.750000 Penalty: 4853.576172
	Iteration 113Q: 3 clusters Score -2298651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2298659.250000 Penalty: 4853.576172
	Iteration 114Q: 3 clusters Score -2298659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2298662.500000 Penalty: 4853.576172
	Iteration 115Q: 3 clusters Score -2298662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2298670.500000 Penalty: 4853.576172
	Iteration 116Q: 3 clusters Score -2298670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2298671.500000 Penalty: 4853.576172
	Iteration 117Q: 3 clusters Score -2298672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2298683.500000 Penalty: 4853.576172
	Iteration 118Q: 3 clusters Score -2298684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2298686.000000 Penalty: 4853.576172
	Iteration 119Q: 3 clusters Score -2298686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2298688.000000 Penalty: 4853.576172
	Iteration 120F: 3 clusters Score -2298688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2298693.750000 Penalty: 4853.576172
	Iteration 121Q: 3 clusters Score -2298694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2298694.750000 Penalty: 4853.576172
	Iteration 122Q: 3 clusters Score -2298695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2298693.750000 Penalty: 4853.576172
	Iteration 123Q: 3 clusters Score -2298694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2298700.750000 Penalty: 4853.576172
	Iteration 124Q: 3 clusters Score -2298701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2298703.250000 Penalty: 4853.576172
	Iteration 125Q: 3 clusters Score -2298703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2298711.250000 Penalty: 4853.576172
	Iteration 126Q: 3 clusters Score -2298711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2298713.500000 Penalty: 4853.576172
	Iteration 127Q: 3 clusters Score -2298714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2298713.750000 Penalty: 4853.576172
	Iteration 128Q: 3 clusters Score -2298714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2298713.500000 Penalty: 4853.576172
	Iteration 129Q: 3 clusters Score -2298714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2298712.000000 Penalty: 4853.576172
	Iteration 130Q: 3 clusters Score -2298712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2298716.750000 Penalty: 4853.576172
	Iteration 131Q: 3 clusters Score -2298717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2298722.750000 Penalty: 4853.576172
	Iteration 132Q: 3 clusters Score -2298723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2298731.000000 Penalty: 4853.576172
	Iteration 133Q: 3 clusters Score -2298731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2298735.000000 Penalty: 4853.576172
	Iteration 134Q: 3 clusters Score -2298735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2298742.500000 Penalty: 4853.576172
	Iteration 135Q: 3 clusters Score -2298742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2298745.250000 Penalty: 4853.576172
	Iteration 136Q: 3 clusters Score -2298745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2298750.000000 Penalty: 4853.576172
	Iteration 137Q: 3 clusters Score -2298750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2298753.500000 Penalty: 4853.576172
	Iteration 138Q: 3 clusters Score -2298754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2298756.500000 Penalty: 4853.576172
	Iteration 139Q: 3 clusters Score -2298756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2298753.000000 Penalty: 4853.576172
	Iteration 140F: 3 clusters Score -2298753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2298759.500000 Penalty: 4853.576172
	Iteration 141Q: 3 clusters Score -2298760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2298764.750000 Penalty: 4853.576172
	Iteration 142Q: 3 clusters Score -2298765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2298770.250000 Penalty: 4853.576172
	Iteration 143Q: 3 clusters Score -2298770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2298773.000000 Penalty: 4853.576172
	Iteration 144Q: 3 clusters Score -2298773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2298772.500000 Penalty: 4853.576172
	Iteration 145Q: 3 clusters Score -2298772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2298772.500000 Penalty: 4853.576172
	Iteration 146Q: 3 clusters Score -2298772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2298773.750000 Penalty: 4853.576172
	Iteration 147Q: 3 clusters Score -2298774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2298774.500000 Penalty: 4853.576172
	Iteration 148Q: 3 clusters Score -2298774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2298773.500000 Penalty: 4853.576172
	Iteration 149Q: 3 clusters Score -2298774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2298767.500000 Penalty: 4853.576172
	Iteration 150Q: 3 clusters Score -2298768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2298771.000000 Penalty: 4853.576172
	Iteration 151Q: 3 clusters Score -2298771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2298773.000000 Penalty: 4853.576172
	Iteration 152Q: 3 clusters Score -2298773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2298770.250000 Penalty: 4853.576172
	Iteration 153Q: 3 clusters Score -2298770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2298772.750000 Penalty: 4853.576172
	Iteration 154Q: 3 clusters Score -2298773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2298770.250000 Penalty: 4853.576172
	Iteration 155Q: 3 clusters Score -2298770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2298773.250000 Penalty: 4853.576172
	Iteration 156Q: 3 clusters Score -2298773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2298771.500000 Penalty: 4853.576172
	Iteration 157Q: 3 clusters Score -2298772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2298775.750000 Penalty: 4853.576172
	Iteration 158Q: 3 clusters Score -2298776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2298775.750000 Penalty: 4853.576172
	Iteration 159Q: 3 clusters Score -2298776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2298775.750000 Penalty: 4853.576172
	Iteration 160F: 3 clusters Score -2298776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 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: -60419.300781 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60419.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60777.078125 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60777.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60951.558594 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -60951.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61068.894531 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -61068.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61196.296875 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -61196.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61350.417969 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61350.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61511.089844 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61511.09 nChanged 14
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: -61589.996094 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61590 nChanged 18
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: -61768.375000 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61768.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61956.328125 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -61956.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62059.203125 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -62059.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62257.027344 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -62257.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62401.125000 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -62401.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62444.507812 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -62444.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62452.707031 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -62452.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62452.707031 Penalty: 3144.818115
	Iteration 15F: 3 clusters Score -62452.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 93648 members 
Mstep: Class 3 contains 52856 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292667 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17773 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159414 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74276 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8233 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100943 members 
Mstep: Class 24 contains 290 members 
Entering Unmasked Estep 
Score: -116098904.000000 Penalty: 81763.039062
Splitting cluster 13 changes total score from -116099768.000000 to -116098904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 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 117 members 
Entering Unmasked Estep 
Score: -26242.001953 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26359.464844 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26359.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26404.425781 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -26404.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26426.058594 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26426.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26426.058594 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -26426.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -229458.328125 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -229458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226945.828125 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -226945.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227412.593750 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -227412.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227523.875000 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -227523.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227577.875000 Penalty: 3726.799805
	Iteration 3Q: 3 clusters Score -227577.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227602.828125 Penalty: 3726.799805
	Iteration 4Q: 3 clusters Score -227602.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227619.531250 Penalty: 3726.799805
	Iteration 5Q: 3 clusters Score -227619.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227630.875000 Penalty: 3726.799805
	Iteration 6Q: 3 clusters Score -227630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -227636.265625 Penalty: 3726.799805
	Iteration 7Q: 3 clusters Score -227636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227641.312500 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -227641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227645.375000 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -227645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227649.062500 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -227649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227655.312500 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -227655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227658.765625 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -227658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227661.562500 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -227661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227665.671875 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -227665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227668.609375 Penalty: 3726.799805
	Iteration 15Q: 3 clusters Score -227668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -227674.953125 Penalty: 3726.799805
	Iteration 16Q: 3 clusters Score -227675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -227679.687500 Penalty: 3726.799805
	Iteration 17Q: 3 clusters Score -227679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227686.328125 Penalty: 3726.799805
	Iteration 18Q: 3 clusters Score -227686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227689.859375 Penalty: 3726.799805
	Iteration 19Q: 3 clusters Score -227689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227692.953125 Penalty: 3726.799805
	Iteration 20F: 3 clusters Score -227693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227694.578125 Penalty: 3726.799805
	Iteration 21Q: 3 clusters Score -227694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227695.359375 Penalty: 3726.799805
	Iteration 22Q: 3 clusters Score -227695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227695.718750 Penalty: 3726.799805
	Iteration 23Q: 3 clusters Score -227695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227695.718750 Penalty: 3726.799805
	Iteration 24F: 3 clusters Score -227695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -157107.062500 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -157107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -154982.328125 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -154982.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155282.515625 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -155282.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155371.828125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -155371.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155421.203125 Penalty: 3538.906006
	Iteration 3Q: 3 clusters Score -155421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155445.312500 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -155445.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155460.796875 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -155460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155475.234375 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -155475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155487.984375 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -155488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155497.578125 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -155497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155507.734375 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -155507.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155516.453125 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -155516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155525.406250 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -155525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155529.609375 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -155529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155533.203125 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -155533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155535.390625 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -155535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155535.593750 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -155535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155535.703125 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -155535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155536.906250 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -155536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155538.000000 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -155538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155538.000000 Penalty: 3538.906006
	Iteration 19F: 3 clusters Score -155538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Entering Unmasked Estep 
Score: -20468680.000000 Penalty: 2970.856445
	Iteration 0F: 2 clusters Score -2.046868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -20366588.000000 Penalty: 5941.712891
	Iteration 0F: 3 clusters Score -2.036659e+07 nChanged 76200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -20410946.000000 Penalty: 5941.712891
	Iteration 1F: 3 clusters Score -2.041095e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -20411592.000000 Penalty: 5941.712891
	Iteration 2Q: 3 clusters Score -2.041159e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -20412570.000000 Penalty: 5941.712891
	Iteration 3Q: 3 clusters Score -2.041257e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -20413830.000000 Penalty: 5941.712891
	Iteration 4Q: 3 clusters Score -2.041383e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -20415798.000000 Penalty: 5941.712891
	Iteration 5Q: 3 clusters Score -2.04158e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -20419030.000000 Penalty: 5941.712891
	Iteration 6Q: 3 clusters Score -2.041903e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -20423750.000000 Penalty: 5941.712891
	Iteration 7F: 3 clusters Score -2.042375e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -20429958.000000 Penalty: 5941.712891
	Iteration 8F: 3 clusters Score -2.042996e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 5941.712891
	Iteration 9F: 3 clusters Score -2.043713e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -20444946.000000 Penalty: 5941.712891
	Iteration 10F: 3 clusters Score -2.044495e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -20452406.000000 Penalty: 5941.712891
	Iteration 11F: 3 clusters Score -2.045241e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -20458292.000000 Penalty: 5941.712891
	Iteration 12Q: 3 clusters Score -2.045829e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -20461982.000000 Penalty: 5941.712891
	Iteration 13Q: 3 clusters Score -2.046198e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 118811 members 
Entering Unmasked Estep 
Score: -20463690.000000 Penalty: 5941.712891
	Iteration 14Q: 3 clusters Score -2.046369e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -20464632.000000 Penalty: 5941.712891
	Iteration 15Q: 3 clusters Score -2.046463e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -20465046.000000 Penalty: 5941.712891
	Iteration 16Q: 3 clusters Score -2.046505e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 122796 members 
Entering Unmasked Estep 
Score: -20465334.000000 Penalty: 5941.712891
	Iteration 17Q: 3 clusters Score -2.046533e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 123911 members 
Entering Unmasked Estep 
Score: -20465748.000000 Penalty: 5941.712891
	Iteration 18Q: 3 clusters Score -2.046575e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 124958 members 
Entering Unmasked Estep 
Score: -20466008.000000 Penalty: 5941.712891
	Iteration 19Q: 3 clusters Score -2.046601e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -20466178.000000 Penalty: 5941.712891
	Iteration 20F: 3 clusters Score -2.046618e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -20466312.000000 Penalty: 5941.712891
	Iteration 21Q: 3 clusters Score -2.046631e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -20466414.000000 Penalty: 5941.712891
	Iteration 22Q: 3 clusters Score -2.046641e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -20466558.000000 Penalty: 5941.712891
	Iteration 23Q: 3 clusters Score -2.046656e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -20466672.000000 Penalty: 5941.712891
	Iteration 24Q: 3 clusters Score -2.046667e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 131128 members 
Entering Unmasked Estep 
Score: -20466720.000000 Penalty: 5941.712891
	Iteration 25Q: 3 clusters Score -2.046672e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 132100 members 
Entering Unmasked Estep 
Score: -20466770.000000 Penalty: 5941.712891
	Iteration 26Q: 3 clusters Score -2.046677e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -20466838.000000 Penalty: 5941.712891
	Iteration 27Q: 3 clusters Score -2.046684e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -20466920.000000 Penalty: 5941.712891
	Iteration 28Q: 3 clusters Score -2.046692e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 134834 members 
Entering Unmasked Estep 
Score: -20467014.000000 Penalty: 5941.712891
	Iteration 29Q: 3 clusters Score -2.046701e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 135705 members 
Entering Unmasked Estep 
Score: -20467110.000000 Penalty: 5941.712891
	Iteration 30Q: 3 clusters Score -2.046711e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 136593 members 
Entering Unmasked Estep 
Score: -20467220.000000 Penalty: 5941.712891
	Iteration 31Q: 3 clusters Score -2.046722e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -20467362.000000 Penalty: 5941.712891
	Iteration 32Q: 3 clusters Score -2.046736e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -20467382.000000 Penalty: 5941.712891
	Iteration 33Q: 3 clusters Score -2.046738e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -20467386.000000 Penalty: 5941.712891
	Iteration 34Q: 3 clusters Score -2.046739e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 139842 members 
Entering Unmasked Estep 
Score: -20467440.000000 Penalty: 5941.712891
	Iteration 35Q: 3 clusters Score -2.046744e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -20467408.000000 Penalty: 5941.712891
	Iteration 36Q: 3 clusters Score -2.046741e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -20467516.000000 Penalty: 5941.712891
	Iteration 37Q: 3 clusters Score -2.046752e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 142016 members 
Entering Unmasked Estep 
Score: -20467462.000000 Penalty: 5941.712891
	Iteration 38Q: 3 clusters Score -2.046746e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 142686 members 
Entering Unmasked Estep 
Score: -20467428.000000 Penalty: 5941.712891
	Iteration 39Q: 3 clusters Score -2.046743e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -20467448.000000 Penalty: 5941.712891
	Iteration 40F: 3 clusters Score -2.046745e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -20467422.000000 Penalty: 5941.712891
	Iteration 41Q: 3 clusters Score -2.046742e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -20467362.000000 Penalty: 5941.712891
	Iteration 42Q: 3 clusters Score -2.046736e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -20467366.000000 Penalty: 5941.712891
	Iteration 43Q: 3 clusters Score -2.046737e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -20467354.000000 Penalty: 5941.712891
	Iteration 44Q: 3 clusters Score -2.046735e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -20467330.000000 Penalty: 5941.712891
	Iteration 45Q: 3 clusters Score -2.046733e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 146245 members 
Entering Unmasked Estep 
Score: -20467374.000000 Penalty: 5941.712891
	Iteration 46Q: 3 clusters Score -2.046737e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -20467334.000000 Penalty: 5941.712891
	Iteration 47Q: 3 clusters Score -2.046733e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -20467310.000000 Penalty: 5941.712891
	Iteration 48Q: 3 clusters Score -2.046731e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -20467260.000000 Penalty: 5941.712891
	Iteration 49Q: 3 clusters Score -2.046726e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -20467222.000000 Penalty: 5941.712891
	Iteration 50Q: 3 clusters Score -2.046722e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 147928 members 
Entering Unmasked Estep 
Score: -20467248.000000 Penalty: 5941.712891
	Iteration 51Q: 3 clusters Score -2.046725e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 148225 members 
Entering Unmasked Estep 
Score: -20467250.000000 Penalty: 5941.712891
	Iteration 52Q: 3 clusters Score -2.046725e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -20467230.000000 Penalty: 5941.712891
	Iteration 53Q: 3 clusters Score -2.046723e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -20467198.000000 Penalty: 5941.712891
	Iteration 54Q: 3 clusters Score -2.04672e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -20467182.000000 Penalty: 5941.712891
	Iteration 55Q: 3 clusters Score -2.046718e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 149283 members 
Entering Unmasked Estep 
Score: -20467160.000000 Penalty: 5941.712891
	Iteration 56Q: 3 clusters Score -2.046716e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -20467162.000000 Penalty: 5941.712891
	Iteration 57Q: 3 clusters Score -2.046716e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -20467132.000000 Penalty: 5941.712891
	Iteration 58Q: 3 clusters Score -2.046713e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -20467122.000000 Penalty: 5941.712891
	Iteration 59Q: 3 clusters Score -2.046712e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -20467094.000000 Penalty: 5941.712891
	Iteration 60F: 3 clusters Score -2.046709e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -20467072.000000 Penalty: 5941.712891
	Iteration 61Q: 3 clusters Score -2.046707e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -20467090.000000 Penalty: 5941.712891
	Iteration 62Q: 3 clusters Score -2.046709e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -20467090.000000 Penalty: 5941.712891
	Iteration 63Q: 3 clusters Score -2.046709e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -20467084.000000 Penalty: 5941.712891
	Iteration 64Q: 3 clusters Score -2.046708e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 150847 members 
Entering Unmasked Estep 
Score: -20467096.000000 Penalty: 5941.712891
	Iteration 65Q: 3 clusters Score -2.04671e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -20467096.000000 Penalty: 5941.712891
	Iteration 66Q: 3 clusters Score -2.04671e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -20467090.000000 Penalty: 5941.712891
	Iteration 67Q: 3 clusters Score -2.046709e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -20467024.000000 Penalty: 5941.712891
	Iteration 68Q: 3 clusters Score -2.046702e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -20466962.000000 Penalty: 5941.712891
	Iteration 69Q: 3 clusters Score -2.046696e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 151616 members 
Entering Unmasked Estep 
Score: -20466968.000000 Penalty: 5941.712891
	Iteration 70Q: 3 clusters Score -2.046697e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -20466926.000000 Penalty: 5941.712891
	Iteration 71Q: 3 clusters Score -2.046693e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -20466878.000000 Penalty: 5941.712891
	Iteration 72Q: 3 clusters Score -2.046688e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 152098 members 
Entering Unmasked Estep 
Score: -20466836.000000 Penalty: 5941.712891
	Iteration 73Q: 3 clusters Score -2.046684e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 152243 members 
Entering Unmasked Estep 
Score: -20466804.000000 Penalty: 5941.712891
	Iteration 74Q: 3 clusters Score -2.04668e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -20466770.000000 Penalty: 5941.712891
	Iteration 75Q: 3 clusters Score -2.046677e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -20466782.000000 Penalty: 5941.712891
	Iteration 76Q: 3 clusters Score -2.046678e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -20466716.000000 Penalty: 5941.712891
	Iteration 77Q: 3 clusters Score -2.046672e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -20466672.000000 Penalty: 5941.712891
	Iteration 78Q: 3 clusters Score -2.046667e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -20466676.000000 Penalty: 5941.712891
	Iteration 79Q: 3 clusters Score -2.046668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -20466652.000000 Penalty: 5941.712891
	Iteration 80F: 3 clusters Score -2.046665e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -20466646.000000 Penalty: 5941.712891
	Iteration 81Q: 3 clusters Score -2.046665e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -20466636.000000 Penalty: 5941.712891
	Iteration 82Q: 3 clusters Score -2.046664e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -20466638.000000 Penalty: 5941.712891
	Iteration 83Q: 3 clusters Score -2.046664e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -20466622.000000 Penalty: 5941.712891
	Iteration 84Q: 3 clusters Score -2.046662e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -20466618.000000 Penalty: 5941.712891
	Iteration 85Q: 3 clusters Score -2.046662e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 154182 members 
Entering Unmasked Estep 
Score: -20466578.000000 Penalty: 5941.712891
	Iteration 86Q: 3 clusters Score -2.046658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -20466580.000000 Penalty: 5941.712891
	Iteration 87Q: 3 clusters Score -2.046658e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -20466592.000000 Penalty: 5941.712891
	Iteration 88Q: 3 clusters Score -2.046659e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -20466586.000000 Penalty: 5941.712891
	Iteration 89Q: 3 clusters Score -2.046659e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -20466568.000000 Penalty: 5941.712891
	Iteration 90Q: 3 clusters Score -2.046657e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -20466524.000000 Penalty: 5941.712891
	Iteration 91Q: 3 clusters Score -2.046652e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -20466498.000000 Penalty: 5941.712891
	Iteration 92Q: 3 clusters Score -2.04665e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -20466444.000000 Penalty: 5941.712891
	Iteration 93Q: 3 clusters Score -2.046644e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -20466454.000000 Penalty: 5941.712891
	Iteration 94Q: 3 clusters Score -2.046645e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 155297 members 
Entering Unmasked Estep 
Score: -20466428.000000 Penalty: 5941.712891
	Iteration 95Q: 3 clusters Score -2.046643e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -20466452.000000 Penalty: 5941.712891
	Iteration 96Q: 3 clusters Score -2.046645e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -20466450.000000 Penalty: 5941.712891
	Iteration 97Q: 3 clusters Score -2.046645e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -20466432.000000 Penalty: 5941.712891
	Iteration 98Q: 3 clusters Score -2.046643e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -20466428.000000 Penalty: 5941.712891
	Iteration 99Q: 3 clusters Score -2.046643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -20466392.000000 Penalty: 5941.712891
	Iteration 100F: 3 clusters Score -2.046639e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 5941.712891
	Iteration 101Q: 3 clusters Score -2.046641e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 156021 members 
Entering Unmasked Estep 
Score: -20466424.000000 Penalty: 5941.712891
	Iteration 102Q: 3 clusters Score -2.046642e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -20466442.000000 Penalty: 5941.712891
	Iteration 103Q: 3 clusters Score -2.046644e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -20466456.000000 Penalty: 5941.712891
	Iteration 104Q: 3 clusters Score -2.046646e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -20466442.000000 Penalty: 5941.712891
	Iteration 105Q: 3 clusters Score -2.046644e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -20466450.000000 Penalty: 5941.712891
	Iteration 106Q: 3 clusters Score -2.046645e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -20466488.000000 Penalty: 5941.712891
	Iteration 107Q: 3 clusters Score -2.046649e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -20466496.000000 Penalty: 5941.712891
	Iteration 108Q: 3 clusters Score -2.04665e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -20466490.000000 Penalty: 5941.712891
	Iteration 109Q: 3 clusters Score -2.046649e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -20466476.000000 Penalty: 5941.712891
	Iteration 110Q: 3 clusters Score -2.046648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -20466470.000000 Penalty: 5941.712891
	Iteration 111Q: 3 clusters Score -2.046647e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -20466484.000000 Penalty: 5941.712891
	Iteration 112Q: 3 clusters Score -2.046648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 156802 members 
Entering Unmasked Estep 
Score: -20466480.000000 Penalty: 5941.712891
	Iteration 113Q: 3 clusters Score -2.046648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -20466466.000000 Penalty: 5941.712891
	Iteration 114Q: 3 clusters Score -2.046647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -20466456.000000 Penalty: 5941.712891
	Iteration 115Q: 3 clusters Score -2.046646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -20466446.000000 Penalty: 5941.712891
	Iteration 116Q: 3 clusters Score -2.046645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -20466466.000000 Penalty: 5941.712891
	Iteration 117Q: 3 clusters Score -2.046647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -20466432.000000 Penalty: 5941.712891
	Iteration 118Q: 3 clusters Score -2.046643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -20466414.000000 Penalty: 5941.712891
	Iteration 119Q: 3 clusters Score -2.046641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -20466414.000000 Penalty: 5941.712891
	Iteration 120F: 3 clusters Score -2.046641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 5941.712891
	Iteration 121Q: 3 clusters Score -2.046641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -20466418.000000 Penalty: 5941.712891
	Iteration 122Q: 3 clusters Score -2.046642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -20466426.000000 Penalty: 5941.712891
	Iteration 123Q: 3 clusters Score -2.046643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -20466416.000000 Penalty: 5941.712891
	Iteration 124Q: 3 clusters Score -2.046642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 157246 members 
Entering Unmasked Estep 
Score: -20466424.000000 Penalty: 5941.712891
	Iteration 125Q: 3 clusters Score -2.046642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -20466422.000000 Penalty: 5941.712891
	Iteration 126Q: 3 clusters Score -2.046642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -20466404.000000 Penalty: 5941.712891
	Iteration 127Q: 3 clusters Score -2.04664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -20466396.000000 Penalty: 5941.712891
	Iteration 128Q: 3 clusters Score -2.04664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -20466386.000000 Penalty: 5941.712891
	Iteration 129Q: 3 clusters Score -2.046639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -20466374.000000 Penalty: 5941.712891
	Iteration 130Q: 3 clusters Score -2.046637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -20466380.000000 Penalty: 5941.712891
	Iteration 131Q: 3 clusters Score -2.046638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -20466356.000000 Penalty: 5941.712891
	Iteration 132Q: 3 clusters Score -2.046636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -20466384.000000 Penalty: 5941.712891
	Iteration 133Q: 3 clusters Score -2.046638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -20466370.000000 Penalty: 5941.712891
	Iteration 134Q: 3 clusters Score -2.046637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -20466368.000000 Penalty: 5941.712891
	Iteration 135Q: 3 clusters Score -2.046637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 157624 members 
Entering Unmasked Estep 
Score: -20466354.000000 Penalty: 5941.712891
	Iteration 136Q: 3 clusters Score -2.046635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 137Q: 3 clusters Score -2.046635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 138Q: 3 clusters Score -2.046635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 157694 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 139Q: 3 clusters Score -2.046635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -20466378.000000 Penalty: 5941.712891
	Iteration 140F: 3 clusters Score -2.046638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -20466358.000000 Penalty: 5941.712891
	Iteration 141Q: 3 clusters Score -2.046636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -20466364.000000 Penalty: 5941.712891
	Iteration 142Q: 3 clusters Score -2.046636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -20466358.000000 Penalty: 5941.712891
	Iteration 143Q: 3 clusters Score -2.046636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -20466354.000000 Penalty: 5941.712891
	Iteration 144Q: 3 clusters Score -2.046635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 145Q: 3 clusters Score -2.046635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 157790 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 146Q: 3 clusters Score -2.046635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -20466352.000000 Penalty: 5941.712891
	Iteration 147Q: 3 clusters Score -2.046635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -20466356.000000 Penalty: 5941.712891
	Iteration 148Q: 3 clusters Score -2.046636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -20466366.000000 Penalty: 5941.712891
	Iteration 149Q: 3 clusters Score -2.046637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -20466358.000000 Penalty: 5941.712891
	Iteration 150Q: 3 clusters Score -2.046636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -20466366.000000 Penalty: 5941.712891
	Iteration 151Q: 3 clusters Score -2.046637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -20466356.000000 Penalty: 5941.712891
	Iteration 152Q: 3 clusters Score -2.046636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -20466354.000000 Penalty: 5941.712891
	Iteration 153Q: 3 clusters Score -2.046635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -20466348.000000 Penalty: 5941.712891
	Iteration 154Q: 3 clusters Score -2.046635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -20466350.000000 Penalty: 5941.712891
	Iteration 155Q: 3 clusters Score -2.046635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 157885 members 
Entering Unmasked Estep 
Score: -20466350.000000 Penalty: 5941.712891
	Iteration 156Q: 3 clusters Score -2.046635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -20466354.000000 Penalty: 5941.712891
	Iteration 157Q: 3 clusters Score -2.046635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20466356.000000 Penalty: 5941.712891
	Iteration 158Q: 3 clusters Score -2.046636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -20466370.000000 Penalty: 5941.712891
	Iteration 159Q: 3 clusters Score -2.046637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -20466390.000000 Penalty: 5941.712891
	Iteration 160F: 3 clusters Score -2.046639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -20466400.000000 Penalty: 5941.712891
	Iteration 161Q: 3 clusters Score -2.04664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -20466392.000000 Penalty: 5941.712891
	Iteration 162Q: 3 clusters Score -2.046639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -20466394.000000 Penalty: 5941.712891
	Iteration 163Q: 3 clusters Score -2.046639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -20466398.000000 Penalty: 5941.712891
	Iteration 164Q: 3 clusters Score -2.04664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 5941.712891
	Iteration 165Q: 3 clusters Score -2.046641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -20466404.000000 Penalty: 5941.712891
	Iteration 166Q: 3 clusters Score -2.04664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 157992 members 
Entering Unmasked Estep 
Score: -20466408.000000 Penalty: 5941.712891
	Iteration 167Q: 3 clusters Score -2.046641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 5941.712891
	Iteration 168Q: 3 clusters Score -2.046641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -20466404.000000 Penalty: 5941.712891
	Iteration 169Q: 3 clusters Score -2.04664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -20466412.000000 Penalty: 5941.712891
	Iteration 170Q: 3 clusters Score -2.046641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -20466418.000000 Penalty: 5941.712891
	Iteration 171Q: 3 clusters Score -2.046642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -20466428.000000 Penalty: 5941.712891
	Iteration 172Q: 3 clusters Score -2.046643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -20466424.000000 Penalty: 5941.712891
	Iteration 173Q: 3 clusters Score -2.046642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -20466426.000000 Penalty: 5941.712891
	Iteration 174Q: 3 clusters Score -2.046643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158058 members 
Entering Unmasked Estep 
Score: -20466426.000000 Penalty: 5941.712891
	Iteration 175Q: 3 clusters Score -2.046643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -20466426.000000 Penalty: 5941.712891
	Iteration 176Q: 3 clusters Score -2.046643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -20466418.000000 Penalty: 5941.712891
	Iteration 177Q: 3 clusters Score -2.046642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -20466428.000000 Penalty: 5941.712891
	Iteration 178Q: 3 clusters Score -2.046643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -20466422.000000 Penalty: 5941.712891
	Iteration 179Q: 3 clusters Score -2.046642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -20466410.000000 Penalty: 5941.712891
	Iteration 180F: 3 clusters Score -2.046641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -20466412.000000 Penalty: 5941.712891
	Iteration 181Q: 3 clusters Score -2.046641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -20466416.000000 Penalty: 5941.712891
	Iteration 182Q: 3 clusters Score -2.046642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -20466420.000000 Penalty: 5941.712891
	Iteration 183Q: 3 clusters Score -2.046642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -20466430.000000 Penalty: 5941.712891
	Iteration 184Q: 3 clusters Score -2.046643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -20466434.000000 Penalty: 5941.712891
	Iteration 185Q: 3 clusters Score -2.046643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -20466434.000000 Penalty: 5941.712891
	Iteration 186Q: 3 clusters Score -2.046643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -20466422.000000 Penalty: 5941.712891
	Iteration 187Q: 3 clusters Score -2.046642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -20466426.000000 Penalty: 5941.712891
	Iteration 188Q: 3 clusters Score -2.046643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -20466424.000000 Penalty: 5941.712891
	Iteration 189Q: 3 clusters Score -2.046642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158134 members 
Entering Unmasked Estep 
Score: -20466428.000000 Penalty: 5941.712891
	Iteration 190Q: 3 clusters Score -2.046643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158134 members 
Entering Unmasked Estep 
Score: -20466436.000000 Penalty: 5941.712891
	Iteration 191Q: 3 clusters Score -2.046644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -20466430.000000 Penalty: 5941.712891
	Iteration 192Q: 3 clusters Score -2.046643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -20466430.000000 Penalty: 5941.712891
	Iteration 193F: 3 clusters Score -2.046643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109027.468750 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109027.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109296.718750 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109296.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109369.148438 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109369.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109398.843750 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109420.171875 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109425.296875 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109432.171875 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109440.523438 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109452.171875 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109464.210938 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109492.984375 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109510.468750 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109515.101562 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109520.398438 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -109520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109526.062500 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -109526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109531.429688 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -109531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109532.984375 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -109533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109532.984375 Penalty: 3378.923096
	Iteration 17F: 3 clusters Score -109533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Entering Unmasked Estep 
Score: -9556735.000000 Penalty: 2781.454590
	Iteration 0F: 2 clusters Score -9556735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -9506657.000000 Penalty: 5562.909180
	Iteration 0F: 3 clusters Score -9506657 nChanged 35053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -9526300.000000 Penalty: 5562.909180
	Iteration 1F: 3 clusters Score -9526300 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -9526925.000000 Penalty: 5562.909180
	Iteration 2Q: 3 clusters Score -9526925 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -9527432.000000 Penalty: 5562.909180
	Iteration 3Q: 3 clusters Score -9527432 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -9528078.000000 Penalty: 5562.909180
	Iteration 4Q: 3 clusters Score -9528078 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -9528856.000000 Penalty: 5562.909180
	Iteration 5Q: 3 clusters Score -9528856 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -9529927.000000 Penalty: 5562.909180
	Iteration 6Q: 3 clusters Score -9529927 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -9531381.000000 Penalty: 5562.909180
	Iteration 7Q: 3 clusters Score -9531381 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -9533496.000000 Penalty: 5562.909180
	Iteration 8F: 3 clusters Score -9533496 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -9536666.000000 Penalty: 5562.909180
	Iteration 9F: 3 clusters Score -9536666 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -9540625.000000 Penalty: 5562.909180
	Iteration 10F: 3 clusters Score -9540625 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -9544439.000000 Penalty: 5562.909180
	Iteration 11F: 3 clusters Score -9544439 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -9547165.000000 Penalty: 5562.909180
	Iteration 12Q: 3 clusters Score -9547165 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -9548664.000000 Penalty: 5562.909180
	Iteration 13Q: 3 clusters Score -9548664 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -9549583.000000 Penalty: 5562.909180
	Iteration 14Q: 3 clusters Score -9549583 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -9550365.000000 Penalty: 5562.909180
	Iteration 15Q: 3 clusters Score -9550365 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -9550980.000000 Penalty: 5562.909180
	Iteration 16Q: 3 clusters Score -9550980 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -9551574.000000 Penalty: 5562.909180
	Iteration 17Q: 3 clusters Score -9551574 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -9551981.000000 Penalty: 5562.909180
	Iteration 18Q: 3 clusters Score -9551981 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -9552352.000000 Penalty: 5562.909180
	Iteration 19Q: 3 clusters Score -9552352 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -9552670.000000 Penalty: 5562.909180
	Iteration 20F: 3 clusters Score -9552670 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -9552982.000000 Penalty: 5562.909180
	Iteration 21Q: 3 clusters Score -9552982 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -9553219.000000 Penalty: 5562.909180
	Iteration 22Q: 3 clusters Score -9553219 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -9553515.000000 Penalty: 5562.909180
	Iteration 23Q: 3 clusters Score -9553515 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9553719.000000 Penalty: 5562.909180
	Iteration 24Q: 3 clusters Score -9553719 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9553841.000000 Penalty: 5562.909180
	Iteration 25Q: 3 clusters Score -9553841 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9554031.000000 Penalty: 5562.909180
	Iteration 26Q: 3 clusters Score -9554031 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9554201.000000 Penalty: 5562.909180
	Iteration 27Q: 3 clusters Score -9554201 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9554311.000000 Penalty: 5562.909180
	Iteration 28Q: 3 clusters Score -9554311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9554381.000000 Penalty: 5562.909180
	Iteration 29Q: 3 clusters Score -9554381 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9554480.000000 Penalty: 5562.909180
	Iteration 30Q: 3 clusters Score -9554480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9554540.000000 Penalty: 5562.909180
	Iteration 31Q: 3 clusters Score -9554540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9554601.000000 Penalty: 5562.909180
	Iteration 32Q: 3 clusters Score -9554601 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9554676.000000 Penalty: 5562.909180
	Iteration 33Q: 3 clusters Score -9554676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9554754.000000 Penalty: 5562.909180
	Iteration 34Q: 3 clusters Score -9554754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9554798.000000 Penalty: 5562.909180
	Iteration 35Q: 3 clusters Score -9554798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9554866.000000 Penalty: 5562.909180
	Iteration 36Q: 3 clusters Score -9554866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9554911.000000 Penalty: 5562.909180
	Iteration 37Q: 3 clusters Score -9554911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9554956.000000 Penalty: 5562.909180
	Iteration 38Q: 3 clusters Score -9554956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9554978.000000 Penalty: 5562.909180
	Iteration 39Q: 3 clusters Score -9554978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9555015.000000 Penalty: 5562.909180
	Iteration 40F: 3 clusters Score -9555015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9555041.000000 Penalty: 5562.909180
	Iteration 41Q: 3 clusters Score -9555041 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9555088.000000 Penalty: 5562.909180
	Iteration 42Q: 3 clusters Score -9555088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9555140.000000 Penalty: 5562.909180
	Iteration 43Q: 3 clusters Score -9555140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9555176.000000 Penalty: 5562.909180
	Iteration 44Q: 3 clusters Score -9555176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9555201.000000 Penalty: 5562.909180
	Iteration 45Q: 3 clusters Score -9555201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9555238.000000 Penalty: 5562.909180
	Iteration 46Q: 3 clusters Score -9555238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9555286.000000 Penalty: 5562.909180
	Iteration 47Q: 3 clusters Score -9555286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9555355.000000 Penalty: 5562.909180
	Iteration 48Q: 3 clusters Score -9555355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9555381.000000 Penalty: 5562.909180
	Iteration 49Q: 3 clusters Score -9555381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9555401.000000 Penalty: 5562.909180
	Iteration 50Q: 3 clusters Score -9555401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9555417.000000 Penalty: 5562.909180
	Iteration 51Q: 3 clusters Score -9555417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9555431.000000 Penalty: 5562.909180
	Iteration 52Q: 3 clusters Score -9555431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9555422.000000 Penalty: 5562.909180
	Iteration 53Q: 3 clusters Score -9555422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9555431.000000 Penalty: 5562.909180
	Iteration 54Q: 3 clusters Score -9555431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9555434.000000 Penalty: 5562.909180
	Iteration 55Q: 3 clusters Score -9555434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9555445.000000 Penalty: 5562.909180
	Iteration 56Q: 3 clusters Score -9555445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9555456.000000 Penalty: 5562.909180
	Iteration 57F: 3 clusters Score -9555456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9555455.000000 Penalty: 5562.909180
	Iteration 58Q: 3 clusters Score -9555455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9555465.000000 Penalty: 5562.909180
	Iteration 59Q: 3 clusters Score -9555465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9555472.000000 Penalty: 5562.909180
	Iteration 60F: 3 clusters Score -9555472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9555471.000000 Penalty: 5562.909180
	Iteration 61Q: 3 clusters Score -9555471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9555469.000000 Penalty: 5562.909180
	Iteration 62Q: 3 clusters Score -9555469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9555479.000000 Penalty: 5562.909180
	Iteration 63Q: 3 clusters Score -9555479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9555481.000000 Penalty: 5562.909180
	Iteration 64Q: 3 clusters Score -9555481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9555473.000000 Penalty: 5562.909180
	Iteration 65Q: 3 clusters Score -9555473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9555487.000000 Penalty: 5562.909180
	Iteration 66Q: 3 clusters Score -9555487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9555484.000000 Penalty: 5562.909180
	Iteration 67Q: 3 clusters Score -9555484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9555484.000000 Penalty: 5562.909180
	Iteration 68F: 3 clusters Score -9555484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -259933.390625 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -259933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257241.406250 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -257241.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -257728.500000 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -257728.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257860.078125 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -257860.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -257934.078125 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -257934.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257984.046875 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -257984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -258018.421875 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -258018.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -258051.015625 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -258051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -258078.015625 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -258078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258095.625000 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -258095.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -258118.328125 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -258118.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -258137.953125 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -258138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -258149.625000 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -258149.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -258157.375000 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -258157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -258164.578125 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -258164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -258173.234375 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -258173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -258180.328125 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -258180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -258183.812500 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -258183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -258184.093750 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -258184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258185.203125 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -258185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258186.500000 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -258186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258187.437500 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -258187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -258192.250000 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -258192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258194.343750 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -258194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258196.609375 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -258196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258197.859375 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -258197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258199.953125 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -258200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258201.390625 Penalty: 3789.023926
	Iteration 26Q: 3 clusters Score -258201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258203.687500 Penalty: 3789.023926
	Iteration 27Q: 3 clusters Score -258203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258205.515625 Penalty: 3789.023926
	Iteration 28Q: 3 clusters Score -258205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258208.515625 Penalty: 3789.023926
	Iteration 29Q: 3 clusters Score -258208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -258213.484375 Penalty: 3789.023926
	Iteration 30Q: 3 clusters Score -258213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -258217.640625 Penalty: 3789.023926
	Iteration 31Q: 3 clusters Score -258217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -258220.640625 Penalty: 3789.023926
	Iteration 32Q: 3 clusters Score -258220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -258224.109375 Penalty: 3789.023926
	Iteration 33Q: 3 clusters Score -258224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -258226.156250 Penalty: 3789.023926
	Iteration 34Q: 3 clusters Score -258226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -258226.156250 Penalty: 3789.023926
	Iteration 35F: 3 clusters Score -258226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -1044504.937500 Penalty: 2235.944580
	Iteration 0F: 2 clusters Score -1044505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1037923.937500 Penalty: 4471.889160
	Iteration 0F: 3 clusters Score -1037924 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1039829.812500 Penalty: 4471.889160
	Iteration 1F: 3 clusters Score -1039830 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1040317.437500 Penalty: 4471.889160
	Iteration 2F: 3 clusters Score -1040317 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1040790.187500 Penalty: 4471.889160
	Iteration 3F: 3 clusters Score -1040790 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1041228.187500 Penalty: 4471.889160
	Iteration 4F: 3 clusters Score -1041228 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1041607.000000 Penalty: 4471.889160
	Iteration 5F: 3 clusters Score -1041607 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1041942.312500 Penalty: 4471.889160
	Iteration 6F: 3 clusters Score -1041942 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1042223.625000 Penalty: 4471.889160
	Iteration 7Q: 3 clusters Score -1042224 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1042486.687500 Penalty: 4471.889160
	Iteration 8Q: 3 clusters Score -1042487 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1042783.812500 Penalty: 4471.889160
	Iteration 9Q: 3 clusters Score -1042784 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1042977.312500 Penalty: 4471.889160
	Iteration 10Q: 3 clusters Score -1042977 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1043061.250000 Penalty: 4471.889160
	Iteration 11Q: 3 clusters Score -1043061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1043093.187500 Penalty: 4471.889160
	Iteration 12Q: 3 clusters Score -1043093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1043119.375000 Penalty: 4471.889160
	Iteration 13Q: 3 clusters Score -1043119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1043136.625000 Penalty: 4471.889160
	Iteration 14Q: 3 clusters Score -1043137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1043150.437500 Penalty: 4471.889160
	Iteration 15Q: 3 clusters Score -1043150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1043160.437500 Penalty: 4471.889160
	Iteration 16Q: 3 clusters Score -1043160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1043162.437500 Penalty: 4471.889160
	Iteration 17Q: 3 clusters Score -1043162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1043167.500000 Penalty: 4471.889160
	Iteration 18Q: 3 clusters Score -1043168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1043170.750000 Penalty: 4471.889160
	Iteration 19Q: 3 clusters Score -1043171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1043174.000000 Penalty: 4471.889160
	Iteration 20F: 3 clusters Score -1043174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1043174.125000 Penalty: 4471.889160
	Iteration 21Q: 3 clusters Score -1043174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1043174.500000 Penalty: 4471.889160
	Iteration 22Q: 3 clusters Score -1043174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1043174.250000 Penalty: 4471.889160
	Iteration 23Q: 3 clusters Score -1043174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1043174.937500 Penalty: 4471.889160
	Iteration 24Q: 3 clusters Score -1043175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1043175.625000 Penalty: 4471.889160
	Iteration 25Q: 3 clusters Score -1043176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1043177.500000 Penalty: 4471.889160
	Iteration 26Q: 3 clusters Score -1043178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1043182.375000 Penalty: 4471.889160
	Iteration 27Q: 3 clusters Score -1043182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1043181.187500 Penalty: 4471.889160
	Iteration 28Q: 3 clusters Score -1043181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1043181.937500 Penalty: 4471.889160
	Iteration 29Q: 3 clusters Score -1043182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1043183.750000 Penalty: 4471.889160
	Iteration 30Q: 3 clusters Score -1043184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1043184.250000 Penalty: 4471.889160
	Iteration 31Q: 3 clusters Score -1043184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1043187.187500 Penalty: 4471.889160
	Iteration 32Q: 3 clusters Score -1043187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1043187.625000 Penalty: 4471.889160
	Iteration 33Q: 3 clusters Score -1043188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1043186.312500 Penalty: 4471.889160
	Iteration 34Q: 3 clusters Score -1043186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1043186.312500 Penalty: 4471.889160
	Iteration 35Q: 3 clusters Score -1043186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1043185.875000 Penalty: 4471.889160
	Iteration 36Q: 3 clusters Score -1043186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1043185.875000 Penalty: 4471.889160
	Iteration 37F: 3 clusters Score -1043186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -112962.015625 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -112962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111115.320312 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -111115.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111379.632812 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -111379.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111431.265625 Penalty: 3385.428223
	Iteration 2Q: 3 clusters Score -111431.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111463.539062 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -111463.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111481.203125 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -111481.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111504.671875 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -111504.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111521.195312 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -111521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111535.421875 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -111535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111545.828125 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -111545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111569.484375 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -111569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111602.203125 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -111602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111641.234375 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -111641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111674.437500 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -111674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111703.609375 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -111703.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -111735.945312 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -111735.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111759.757812 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -111759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111795.109375 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -111795.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111832.093750 Penalty: 3385.428223
	Iteration 17Q: 3 clusters Score -111832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111890.335938 Penalty: 3385.428223
	Iteration 18Q: 3 clusters Score -111890.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111969.531250 Penalty: 3385.428223
	Iteration 19Q: 3 clusters Score -111969.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112014.835938 Penalty: 3385.428223
	Iteration 20F: 3 clusters Score -112014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112043.570312 Penalty: 3385.428223
	Iteration 21Q: 3 clusters Score -112043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112061.726562 Penalty: 3385.428223
	Iteration 22Q: 3 clusters Score -112061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112077.437500 Penalty: 3385.428223
	Iteration 23Q: 3 clusters Score -112077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112101.179688 Penalty: 3385.428223
	Iteration 24Q: 3 clusters Score -112101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112139.984375 Penalty: 3385.428223
	Iteration 25Q: 3 clusters Score -112140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112183.750000 Penalty: 3385.428223
	Iteration 26Q: 3 clusters Score -112183.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112230.000000 Penalty: 3385.428223
	Iteration 27Q: 3 clusters Score -112230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112278.960938 Penalty: 3385.428223
	Iteration 28Q: 3 clusters Score -112279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112331.593750 Penalty: 3385.428223
	Iteration 29Q: 3 clusters Score -112331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112371.906250 Penalty: 3385.428223
	Iteration 30Q: 3 clusters Score -112371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112393.726562 Penalty: 3385.428223
	Iteration 31Q: 3 clusters Score -112393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112410.984375 Penalty: 3385.428223
	Iteration 32Q: 3 clusters Score -112411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112442.742188 Penalty: 3385.428223
	Iteration 33Q: 3 clusters Score -112442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112467.359375 Penalty: 3385.428223
	Iteration 34Q: 3 clusters Score -112467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112476.335938 Penalty: 3385.428223
	Iteration 35Q: 3 clusters Score -112476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112478.953125 Penalty: 3385.428223
	Iteration 36Q: 3 clusters Score -112479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112486.781250 Penalty: 3385.428223
	Iteration 37Q: 3 clusters Score -112486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112493.351562 Penalty: 3385.428223
	Iteration 38Q: 3 clusters Score -112493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112495.304688 Penalty: 3385.428223
	Iteration 39Q: 3 clusters Score -112495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112495.304688 Penalty: 3385.428223
	Iteration 40F: 3 clusters Score -112495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Entering Unmasked Estep 
Score: -12974009.000000 Penalty: 2857.533203
	Iteration 0F: 2 clusters Score -1.297401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -12906320.000000 Penalty: 5715.066406
	Iteration 0F: 3 clusters Score -1.290632e+07 nChanged 47779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -12933634.000000 Penalty: 5715.066406
	Iteration 1F: 3 clusters Score -1.293363e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -12934294.000000 Penalty: 5715.066406
	Iteration 2Q: 3 clusters Score -1.293429e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -12935195.000000 Penalty: 5715.066406
	Iteration 3Q: 3 clusters Score -1.29352e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -12936307.000000 Penalty: 5715.066406
	Iteration 4Q: 3 clusters Score -1.293631e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -12938160.000000 Penalty: 5715.066406
	Iteration 5Q: 3 clusters Score -1.293816e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -12941479.000000 Penalty: 5715.066406
	Iteration 6F: 3 clusters Score -1.294148e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -12947179.000000 Penalty: 5715.066406
	Iteration 7F: 3 clusters Score -1.294718e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -12955628.000000 Penalty: 5715.066406
	Iteration 8F: 3 clusters Score -1.295563e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -12963771.000000 Penalty: 5715.066406
	Iteration 9F: 3 clusters Score -1.296377e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -12968508.000000 Penalty: 5715.066406
	Iteration 10Q: 3 clusters Score -1.296851e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12970452.000000 Penalty: 5715.066406
	Iteration 11Q: 3 clusters Score -1.297045e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12971027.000000 Penalty: 5715.066406
	Iteration 12Q: 3 clusters Score -1.297103e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12971317.000000 Penalty: 5715.066406
	Iteration 13Q: 3 clusters Score -1.297132e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12971421.000000 Penalty: 5715.066406
	Iteration 14Q: 3 clusters Score -1.297142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12971459.000000 Penalty: 5715.066406
	Iteration 15Q: 3 clusters Score -1.297146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12971499.000000 Penalty: 5715.066406
	Iteration 16Q: 3 clusters Score -1.29715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12971514.000000 Penalty: 5715.066406
	Iteration 17Q: 3 clusters Score -1.297151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12971541.000000 Penalty: 5715.066406
	Iteration 18Q: 3 clusters Score -1.297154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12971536.000000 Penalty: 5715.066406
	Iteration 19Q: 3 clusters Score -1.297154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12971537.000000 Penalty: 5715.066406
	Iteration 20F: 3 clusters Score -1.297154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 93648 members 
Mstep: Class 3 contains 52856 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292667 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17773 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159414 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74276 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8233 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099904.000000 Penalty: 78356.250000
Iteration 279Q: 24 clusters Score -1.160999e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 93630 members 
Mstep: Class 3 contains 52855 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21921 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292666 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17777 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159431 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74270 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099912.000000 Penalty: 78356.250000
Iteration 280F: 24 clusters Score -1.160999e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 93616 members 
Mstep: Class 3 contains 52850 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21921 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292671 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17780 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159445 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74265 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099912.000000 Penalty: 78356.250000
Iteration 281Q: 24 clusters Score -1.160999e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 93604 members 
Mstep: Class 3 contains 52846 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292668 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159462 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74258 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099944.000000 Penalty: 78356.250000
Iteration 282Q: 24 clusters Score -1.160999e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93590 members 
Mstep: Class 3 contains 52843 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292674 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159472 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74252 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099952.000000 Penalty: 78356.250000
Iteration 283Q: 24 clusters Score -1.161e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93586 members 
Mstep: Class 3 contains 52840 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292662 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159488 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74247 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099944.000000 Penalty: 78356.250000
Iteration 284Q: 24 clusters Score -1.160999e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93582 members 
Mstep: Class 3 contains 52836 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292651 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159498 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74248 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8230 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099944.000000 Penalty: 78356.250000
Iteration 285Q: 24 clusters Score -1.160999e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93577 members 
Mstep: Class 3 contains 52836 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292642 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17780 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159510 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74244 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099952.000000 Penalty: 78356.250000
Iteration 286Q: 24 clusters Score -1.161e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 52833 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292637 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159519 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74241 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8230 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100016.000000 Penalty: 78356.250000
Iteration 287Q: 24 clusters Score -1.161e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93571 members 
Mstep: Class 3 contains 52833 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292635 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159521 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74234 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 100996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100016.000000 Penalty: 78356.250000
Iteration 288Q: 24 clusters Score -1.161e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93564 members 
Mstep: Class 3 contains 52832 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292639 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159519 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74227 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 289Q: 24 clusters Score -1.161001e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93561 members 
Mstep: Class 3 contains 52834 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292635 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159524 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74223 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8230 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 290Q: 24 clusters Score -1.161001e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 93557 members 
Mstep: Class 3 contains 52835 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292632 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159526 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74216 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 291Q: 24 clusters Score -1.161001e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 93553 members 
Mstep: Class 3 contains 52831 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292633 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159526 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74208 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 292Q: 24 clusters Score -1.161001e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 93551 members 
Mstep: Class 3 contains 52828 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292640 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159529 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74194 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100056.000000 Penalty: 78356.250000
Iteration 293Q: 24 clusters Score -1.161001e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 93545 members 
Mstep: Class 3 contains 52823 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21925 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292641 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159542 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74182 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 294Q: 24 clusters Score -1.161001e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 93535 members 
Mstep: Class 3 contains 52822 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292646 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159553 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74172 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 295Q: 24 clusters Score -1.161001e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 93528 members 
Mstep: Class 3 contains 52821 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292644 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159570 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74165 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100152.000000 Penalty: 78356.250000
Iteration 296Q: 24 clusters Score -1.161002e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 93519 members 
Mstep: Class 3 contains 52820 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292639 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159588 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74164 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100120.000000 Penalty: 78356.250000
Iteration 297Q: 24 clusters Score -1.161001e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 93513 members 
Mstep: Class 3 contains 52815 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292636 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159605 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74157 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100264.000000 Penalty: 78356.250000
Iteration 298Q: 24 clusters Score -1.161003e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93506 members 
Mstep: Class 3 contains 52815 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292636 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159615 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74153 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100240.000000 Penalty: 78356.250000
Iteration 299Q: 24 clusters Score -1.161002e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93497 members 
Mstep: Class 3 contains 52810 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292636 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159630 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74150 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100312.000000 Penalty: 78356.250000
Iteration 300F: 24 clusters Score -1.161003e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 93495 members 
Mstep: Class 3 contains 52807 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292630 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159629 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74146 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100296.000000 Penalty: 78356.250000
Iteration 301Q: 24 clusters Score -1.161003e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93493 members 
Mstep: Class 3 contains 52804 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292628 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159634 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74140 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100312.000000 Penalty: 78356.250000
Iteration 302Q: 24 clusters Score -1.161003e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 93486 members 
Mstep: Class 3 contains 52800 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292634 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159632 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74132 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100376.000000 Penalty: 78356.250000
Iteration 303Q: 24 clusters Score -1.161004e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93483 members 
Mstep: Class 3 contains 52796 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292639 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 159637 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74124 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8230 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100376.000000 Penalty: 78356.250000
Iteration 304Q: 24 clusters Score -1.161004e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93476 members 
Mstep: Class 3 contains 52793 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292641 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 159640 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74121 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100336.000000 Penalty: 78356.250000
Iteration 305Q: 24 clusters Score -1.161003e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93470 members 
Mstep: Class 3 contains 52792 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292642 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159649 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74114 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100352.000000 Penalty: 78356.250000
Iteration 306Q: 24 clusters Score -1.161004e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93462 members 
Mstep: Class 3 contains 52792 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21924 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292650 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159657 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74110 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100320.000000 Penalty: 78356.250000
Iteration 307Q: 24 clusters Score -1.161003e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93454 members 
Mstep: Class 3 contains 52790 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21925 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292655 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159660 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74110 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100320.000000 Penalty: 78356.250000
Iteration 308Q: 24 clusters Score -1.161003e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93446 members 
Mstep: Class 3 contains 52786 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292664 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159666 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74107 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100328.000000 Penalty: 78356.250000
Iteration 309Q: 24 clusters Score -1.161003e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93436 members 
Mstep: Class 3 contains 52785 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21926 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292670 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159676 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74106 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100280.000000 Penalty: 78356.250000
Iteration 310Q: 24 clusters Score -1.161003e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93428 members 
Mstep: Class 3 contains 52784 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292673 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159679 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74106 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100288.000000 Penalty: 78356.250000
Iteration 311Q: 24 clusters Score -1.161003e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93421 members 
Mstep: Class 3 contains 52782 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21928 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292675 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159680 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74106 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100304.000000 Penalty: 78356.250000
Iteration 312Q: 24 clusters Score -1.161003e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93417 members 
Mstep: Class 3 contains 52780 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292677 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159681 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74104 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100352.000000 Penalty: 78356.250000
Iteration 313Q: 24 clusters Score -1.161004e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93410 members 
Mstep: Class 3 contains 52779 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292680 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17784 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159683 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74101 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100352.000000 Penalty: 78356.250000
Iteration 314Q: 24 clusters Score -1.161004e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 93406 members 
Mstep: Class 3 contains 52772 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292682 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159683 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74101 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100408.000000 Penalty: 78356.250000
Iteration 315Q: 24 clusters Score -1.161004e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 93402 members 
Mstep: Class 3 contains 52767 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292685 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159684 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74099 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100328.000000 Penalty: 78356.250000
Iteration 316Q: 24 clusters Score -1.161003e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 93398 members 
Mstep: Class 3 contains 52764 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292687 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17788 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159685 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74100 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100280.000000 Penalty: 78356.250000
Iteration 317Q: 24 clusters Score -1.161003e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 93395 members 
Mstep: Class 3 contains 52760 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292689 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17790 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159689 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74099 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100344.000000 Penalty: 78356.250000
Iteration 318Q: 24 clusters Score -1.161003e+08 nChanged 27
Entering ConstructFrom: 
Score: -116100344.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Entering Unmasked Estep 
Score: -1372816.125000 Penalty: 2316.572510
	Iteration 0F: 2 clusters Score -1372816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1364240.125000 Penalty: 4633.145020
	Iteration 0F: 3 clusters Score -1364240 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1366866.125000 Penalty: 4633.145020
	Iteration 1F: 3 clusters Score -1366866 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1367269.250000 Penalty: 4633.145020
	Iteration 2F: 3 clusters Score -1367269 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1367571.000000 Penalty: 4633.145020
	Iteration 3F: 3 clusters Score -1367571 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1367791.875000 Penalty: 4633.145020
	Iteration 4Q: 3 clusters Score -1367792 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1367988.875000 Penalty: 4633.145020
	Iteration 5Q: 3 clusters Score -1367989 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1368193.125000 Penalty: 4633.145020
	Iteration 6Q: 3 clusters Score -1368193 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1368402.750000 Penalty: 4633.145020
	Iteration 7Q: 3 clusters Score -1368403 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1368625.375000 Penalty: 4633.145020
	Iteration 8Q: 3 clusters Score -1368625 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1368885.500000 Penalty: 4633.145020
	Iteration 9Q: 3 clusters Score -1368886 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1369170.000000 Penalty: 4633.145020
	Iteration 10Q: 3 clusters Score -1369170 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1369472.000000 Penalty: 4633.145020
	Iteration 11Q: 3 clusters Score -1369472 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1369817.375000 Penalty: 4633.145020
	Iteration 12Q: 3 clusters Score -1369817 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1370143.250000 Penalty: 4633.145020
	Iteration 13Q: 3 clusters Score -1370143 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1370442.625000 Penalty: 4633.145020
	Iteration 14Q: 3 clusters Score -1370443 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1370681.875000 Penalty: 4633.145020
	Iteration 15Q: 3 clusters Score -1370682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1370869.750000 Penalty: 4633.145020
	Iteration 16Q: 3 clusters Score -1370870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1370978.250000 Penalty: 4633.145020
	Iteration 17Q: 3 clusters Score -1370978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1371062.000000 Penalty: 4633.145020
	Iteration 18Q: 3 clusters Score -1371062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1371124.000000 Penalty: 4633.145020
	Iteration 19Q: 3 clusters Score -1371124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1371175.000000 Penalty: 4633.145020
	Iteration 20F: 3 clusters Score -1371175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1371191.875000 Penalty: 4633.145020
	Iteration 21Q: 3 clusters Score -1371192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1371211.625000 Penalty: 4633.145020
	Iteration 22Q: 3 clusters Score -1371212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1371228.250000 Penalty: 4633.145020
	Iteration 23Q: 3 clusters Score -1371228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1371243.875000 Penalty: 4633.145020
	Iteration 24Q: 3 clusters Score -1371244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1371255.500000 Penalty: 4633.145020
	Iteration 25Q: 3 clusters Score -1371256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1371267.375000 Penalty: 4633.145020
	Iteration 26Q: 3 clusters Score -1371267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1371278.875000 Penalty: 4633.145020
	Iteration 27Q: 3 clusters Score -1371279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1371290.375000 Penalty: 4633.145020
	Iteration 28Q: 3 clusters Score -1371290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1371292.250000 Penalty: 4633.145020
	Iteration 29Q: 3 clusters Score -1371292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1371296.750000 Penalty: 4633.145020
	Iteration 30Q: 3 clusters Score -1371297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1371301.625000 Penalty: 4633.145020
	Iteration 31Q: 3 clusters Score -1371302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1371298.000000 Penalty: 4633.145020
	Iteration 32Q: 3 clusters Score -1371298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1371299.125000 Penalty: 4633.145020
	Iteration 33Q: 3 clusters Score -1371299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1371302.250000 Penalty: 4633.145020
	Iteration 34Q: 3 clusters Score -1371302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1371303.875000 Penalty: 4633.145020
	Iteration 35Q: 3 clusters Score -1371304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1371307.250000 Penalty: 4633.145020
	Iteration 36Q: 3 clusters Score -1371307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1371309.875000 Penalty: 4633.145020
	Iteration 37Q: 3 clusters Score -1371310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1371310.500000 Penalty: 4633.145020
	Iteration 38Q: 3 clusters Score -1371310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1371311.500000 Penalty: 4633.145020
	Iteration 39Q: 3 clusters Score -1371312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1371313.500000 Penalty: 4633.145020
	Iteration 40F: 3 clusters Score -1371314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Entering Unmasked Estep 
Score: -12008699.000000 Penalty: 2838.248535
	Iteration 0F: 2 clusters Score -1.20087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -11945971.000000 Penalty: 5676.497070
	Iteration 0F: 3 clusters Score -1.194597e+07 nChanged 44144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -11970861.000000 Penalty: 5676.497070
	Iteration 1F: 3 clusters Score -1.197086e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -11971583.000000 Penalty: 5676.497070
	Iteration 2Q: 3 clusters Score -1.197158e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -11972264.000000 Penalty: 5676.497070
	Iteration 3Q: 3 clusters Score -1.197226e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11973128.000000 Penalty: 5676.497070
	Iteration 4Q: 3 clusters Score -1.197313e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -11974355.000000 Penalty: 5676.497070
	Iteration 5Q: 3 clusters Score -1.197436e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -11976051.000000 Penalty: 5676.497070
	Iteration 6Q: 3 clusters Score -1.197605e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -11978387.000000 Penalty: 5676.497070
	Iteration 7Q: 3 clusters Score -1.197839e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -11981570.000000 Penalty: 5676.497070
	Iteration 8F: 3 clusters Score -1.198157e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -11985678.000000 Penalty: 5676.497070
	Iteration 9F: 3 clusters Score -1.198568e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -11990666.000000 Penalty: 5676.497070
	Iteration 10F: 3 clusters Score -1.199067e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -11994732.000000 Penalty: 5676.497070
	Iteration 11F: 3 clusters Score -1.199473e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -11996859.000000 Penalty: 5676.497070
	Iteration 12Q: 3 clusters Score -1.199686e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -11997685.000000 Penalty: 5676.497070
	Iteration 13Q: 3 clusters Score -1.199768e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -11998138.000000 Penalty: 5676.497070
	Iteration 14Q: 3 clusters Score -1.199814e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -11998552.000000 Penalty: 5676.497070
	Iteration 15Q: 3 clusters Score -1.199855e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -11998837.000000 Penalty: 5676.497070
	Iteration 16Q: 3 clusters Score -1.199884e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -11999184.000000 Penalty: 5676.497070
	Iteration 17Q: 3 clusters Score -1.199918e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -11999492.000000 Penalty: 5676.497070
	Iteration 18Q: 3 clusters Score -1.199949e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -11999848.000000 Penalty: 5676.497070
	Iteration 19Q: 3 clusters Score -1.199985e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -12000176.000000 Penalty: 5676.497070
	Iteration 20F: 3 clusters Score -1.200018e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -12000437.000000 Penalty: 5676.497070
	Iteration 21Q: 3 clusters Score -1.200044e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -12000719.000000 Penalty: 5676.497070
	Iteration 22Q: 3 clusters Score -1.200072e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -12001109.000000 Penalty: 5676.497070
	Iteration 23Q: 3 clusters Score -1.200111e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -12001425.000000 Penalty: 5676.497070
	Iteration 24Q: 3 clusters Score -1.200142e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -12001741.000000 Penalty: 5676.497070
	Iteration 25Q: 3 clusters Score -1.200174e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -12002068.000000 Penalty: 5676.497070
	Iteration 26Q: 3 clusters Score -1.200207e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -12002405.000000 Penalty: 5676.497070
	Iteration 27Q: 3 clusters Score -1.20024e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -12002726.000000 Penalty: 5676.497070
	Iteration 28Q: 3 clusters Score -1.200273e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -12002989.000000 Penalty: 5676.497070
	Iteration 29Q: 3 clusters Score -1.200299e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -12003217.000000 Penalty: 5676.497070
	Iteration 30Q: 3 clusters Score -1.200322e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -12003513.000000 Penalty: 5676.497070
	Iteration 31Q: 3 clusters Score -1.200351e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -12003831.000000 Penalty: 5676.497070
	Iteration 32Q: 3 clusters Score -1.200383e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -12004035.000000 Penalty: 5676.497070
	Iteration 33Q: 3 clusters Score -1.200404e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -12004310.000000 Penalty: 5676.497070
	Iteration 34Q: 3 clusters Score -1.200431e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -12004590.000000 Penalty: 5676.497070
	Iteration 35Q: 3 clusters Score -1.200459e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -12004801.000000 Penalty: 5676.497070
	Iteration 36Q: 3 clusters Score -1.20048e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -12005008.000000 Penalty: 5676.497070
	Iteration 37Q: 3 clusters Score -1.200501e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12005229.000000 Penalty: 5676.497070
	Iteration 38Q: 3 clusters Score -1.200523e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -12005417.000000 Penalty: 5676.497070
	Iteration 39Q: 3 clusters Score -1.200542e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12005527.000000 Penalty: 5676.497070
	Iteration 40F: 3 clusters Score -1.200553e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12005694.000000 Penalty: 5676.497070
	Iteration 41Q: 3 clusters Score -1.200569e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -12005834.000000 Penalty: 5676.497070
	Iteration 42Q: 3 clusters Score -1.200583e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -12005941.000000 Penalty: 5676.497070
	Iteration 43Q: 3 clusters Score -1.200594e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -12006042.000000 Penalty: 5676.497070
	Iteration 44Q: 3 clusters Score -1.200604e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -12006117.000000 Penalty: 5676.497070
	Iteration 45Q: 3 clusters Score -1.200612e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -12006197.000000 Penalty: 5676.497070
	Iteration 46Q: 3 clusters Score -1.20062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -12006271.000000 Penalty: 5676.497070
	Iteration 47Q: 3 clusters Score -1.200627e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -12006326.000000 Penalty: 5676.497070
	Iteration 48Q: 3 clusters Score -1.200633e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12006395.000000 Penalty: 5676.497070
	Iteration 49Q: 3 clusters Score -1.20064e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -12006438.000000 Penalty: 5676.497070
	Iteration 50Q: 3 clusters Score -1.200644e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -12006450.000000 Penalty: 5676.497070
	Iteration 51Q: 3 clusters Score -1.200645e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -12006479.000000 Penalty: 5676.497070
	Iteration 52Q: 3 clusters Score -1.200648e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12006499.000000 Penalty: 5676.497070
	Iteration 53Q: 3 clusters Score -1.20065e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -12006520.000000 Penalty: 5676.497070
	Iteration 54Q: 3 clusters Score -1.200652e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12006520.000000 Penalty: 5676.497070
	Iteration 55Q: 3 clusters Score -1.200652e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12006580.000000 Penalty: 5676.497070
	Iteration 56Q: 3 clusters Score -1.200658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12006613.000000 Penalty: 5676.497070
	Iteration 57Q: 3 clusters Score -1.200661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12006614.000000 Penalty: 5676.497070
	Iteration 58Q: 3 clusters Score -1.200661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -12006626.000000 Penalty: 5676.497070
	Iteration 59Q: 3 clusters Score -1.200663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -12006648.000000 Penalty: 5676.497070
	Iteration 60F: 3 clusters Score -1.200665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12006663.000000 Penalty: 5676.497070
	Iteration 61Q: 3 clusters Score -1.200666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -12006651.000000 Penalty: 5676.497070
	Iteration 62Q: 3 clusters Score -1.200665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12006657.000000 Penalty: 5676.497070
	Iteration 63Q: 3 clusters Score -1.200666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12006663.000000 Penalty: 5676.497070
	Iteration 64Q: 3 clusters Score -1.200666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -12006652.000000 Penalty: 5676.497070
	Iteration 65Q: 3 clusters Score -1.200665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12006648.000000 Penalty: 5676.497070
	Iteration 66Q: 3 clusters Score -1.200665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12006682.000000 Penalty: 5676.497070
	Iteration 67Q: 3 clusters Score -1.200668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12006678.000000 Penalty: 5676.497070
	Iteration 68Q: 3 clusters Score -1.200668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12006691.000000 Penalty: 5676.497070
	Iteration 69Q: 3 clusters Score -1.200669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12006698.000000 Penalty: 5676.497070
	Iteration 70Q: 3 clusters Score -1.20067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12006716.000000 Penalty: 5676.497070
	Iteration 71Q: 3 clusters Score -1.200672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12006724.000000 Penalty: 5676.497070
	Iteration 72Q: 3 clusters Score -1.200672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12006725.000000 Penalty: 5676.497070
	Iteration 73Q: 3 clusters Score -1.200672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91570 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -12006734.000000 Penalty: 5676.497070
	Iteration 74Q: 3 clusters Score -1.200673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12006731.000000 Penalty: 5676.497070
	Iteration 75Q: 3 clusters Score -1.200673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12006748.000000 Penalty: 5676.497070
	Iteration 76Q: 3 clusters Score -1.200675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12006741.000000 Penalty: 5676.497070
	Iteration 77Q: 3 clusters Score -1.200674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12006748.000000 Penalty: 5676.497070
	Iteration 78Q: 3 clusters Score -1.200675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12006741.000000 Penalty: 5676.497070
	Iteration 79Q: 3 clusters Score -1.200674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12006741.000000 Penalty: 5676.497070
	Iteration 80F: 3 clusters Score -1.200674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12006744.000000 Penalty: 5676.497070
	Iteration 81Q: 3 clusters Score -1.200674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12006758.000000 Penalty: 5676.497070
	Iteration 82Q: 3 clusters Score -1.200676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -12006775.000000 Penalty: 5676.497070
	Iteration 83Q: 3 clusters Score -1.200678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12006765.000000 Penalty: 5676.497070
	Iteration 84Q: 3 clusters Score -1.200676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12006750.000000 Penalty: 5676.497070
	Iteration 85Q: 3 clusters Score -1.200675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12006763.000000 Penalty: 5676.497070
	Iteration 86Q: 3 clusters Score -1.200676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12006768.000000 Penalty: 5676.497070
	Iteration 87Q: 3 clusters Score -1.200677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12006762.000000 Penalty: 5676.497070
	Iteration 88Q: 3 clusters Score -1.200676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12006760.000000 Penalty: 5676.497070
	Iteration 89Q: 3 clusters Score -1.200676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12006759.000000 Penalty: 5676.497070
	Iteration 90Q: 3 clusters Score -1.200676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12006759.000000 Penalty: 5676.497070
	Iteration 91F: 3 clusters Score -1.200676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Entering Unmasked Estep 
Score: -6807141.500000 Penalty: 2696.611328
	Iteration 0F: 2 clusters Score -6807142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6771651.500000 Penalty: 5393.222656
	Iteration 0F: 3 clusters Score -6771652 nChanged 24373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -6785255.000000 Penalty: 5393.222656
	Iteration 1F: 3 clusters Score -6785255 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -6785773.500000 Penalty: 5393.222656
	Iteration 2Q: 3 clusters Score -6785774 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -6786282.000000 Penalty: 5393.222656
	Iteration 3Q: 3 clusters Score -6786282 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -6786787.000000 Penalty: 5393.222656
	Iteration 4Q: 3 clusters Score -6786787 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6787280.000000 Penalty: 5393.222656
	Iteration 5Q: 3 clusters Score -6787280 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6787916.000000 Penalty: 5393.222656
	Iteration 6Q: 3 clusters Score -6787916 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -6788712.500000 Penalty: 5393.222656
	Iteration 7Q: 3 clusters Score -6788712 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -6789811.000000 Penalty: 5393.222656
	Iteration 8Q: 3 clusters Score -6789811 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -6791353.000000 Penalty: 5393.222656
	Iteration 9Q: 3 clusters Score -6791353 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -6793237.000000 Penalty: 5393.222656
	Iteration 10F: 3 clusters Score -6793237 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -6795629.000000 Penalty: 5393.222656
	Iteration 11F: 3 clusters Score -6795629 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6797685.000000 Penalty: 5393.222656
	Iteration 12F: 3 clusters Score -6797685 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -6798862.500000 Penalty: 5393.222656
	Iteration 13Q: 3 clusters Score -6798862 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -6799445.000000 Penalty: 5393.222656
	Iteration 14Q: 3 clusters Score -6799445 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -6799874.500000 Penalty: 5393.222656
	Iteration 15Q: 3 clusters Score -6799874 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -6800222.000000 Penalty: 5393.222656
	Iteration 16Q: 3 clusters Score -6800222 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6800577.500000 Penalty: 5393.222656
	Iteration 17Q: 3 clusters Score -6800578 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -6800895.000000 Penalty: 5393.222656
	Iteration 18Q: 3 clusters Score -6800895 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6801231.000000 Penalty: 5393.222656
	Iteration 19Q: 3 clusters Score -6801231 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -6801563.000000 Penalty: 5393.222656
	Iteration 20F: 3 clusters Score -6801563 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6801874.500000 Penalty: 5393.222656
	Iteration 21Q: 3 clusters Score -6801874 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6802228.500000 Penalty: 5393.222656
	Iteration 22Q: 3 clusters Score -6802228 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -6802530.500000 Penalty: 5393.222656
	Iteration 23Q: 3 clusters Score -6802530 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -6802775.000000 Penalty: 5393.222656
	Iteration 24Q: 3 clusters Score -6802775 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -6803016.500000 Penalty: 5393.222656
	Iteration 25Q: 3 clusters Score -6803016 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6803214.000000 Penalty: 5393.222656
	Iteration 26Q: 3 clusters Score -6803214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -6803350.500000 Penalty: 5393.222656
	Iteration 27Q: 3 clusters Score -6803350 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6803473.000000 Penalty: 5393.222656
	Iteration 28Q: 3 clusters Score -6803473 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6803628.000000 Penalty: 5393.222656
	Iteration 29Q: 3 clusters Score -6803628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -6803724.500000 Penalty: 5393.222656
	Iteration 30Q: 3 clusters Score -6803724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -6803832.000000 Penalty: 5393.222656
	Iteration 31Q: 3 clusters Score -6803832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -6803929.000000 Penalty: 5393.222656
	Iteration 32Q: 3 clusters Score -6803929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6804021.500000 Penalty: 5393.222656
	Iteration 33Q: 3 clusters Score -6804022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6804099.500000 Penalty: 5393.222656
	Iteration 34Q: 3 clusters Score -6804100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -6804151.000000 Penalty: 5393.222656
	Iteration 35Q: 3 clusters Score -6804151 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6804186.000000 Penalty: 5393.222656
	Iteration 36Q: 3 clusters Score -6804186 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6804229.000000 Penalty: 5393.222656
	Iteration 37Q: 3 clusters Score -6804229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -6804267.000000 Penalty: 5393.222656
	Iteration 38Q: 3 clusters Score -6804267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6804306.500000 Penalty: 5393.222656
	Iteration 39Q: 3 clusters Score -6804306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6804313.000000 Penalty: 5393.222656
	Iteration 40F: 3 clusters Score -6804313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6804359.000000 Penalty: 5393.222656
	Iteration 41Q: 3 clusters Score -6804359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -6804363.000000 Penalty: 5393.222656
	Iteration 42Q: 3 clusters Score -6804363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6804405.000000 Penalty: 5393.222656
	Iteration 43Q: 3 clusters Score -6804405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -6804432.000000 Penalty: 5393.222656
	Iteration 44Q: 3 clusters Score -6804432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6804467.500000 Penalty: 5393.222656
	Iteration 45Q: 3 clusters Score -6804468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -6804484.500000 Penalty: 5393.222656
	Iteration 46Q: 3 clusters Score -6804484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -6804507.000000 Penalty: 5393.222656
	Iteration 47Q: 3 clusters Score -6804507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6804526.500000 Penalty: 5393.222656
	Iteration 48Q: 3 clusters Score -6804526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6804535.000000 Penalty: 5393.222656
	Iteration 49Q: 3 clusters Score -6804535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6804548.000000 Penalty: 5393.222656
	Iteration 50Q: 3 clusters Score -6804548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6804572.500000 Penalty: 5393.222656
	Iteration 51Q: 3 clusters Score -6804572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -6804592.500000 Penalty: 5393.222656
	Iteration 52Q: 3 clusters Score -6804592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6804597.500000 Penalty: 5393.222656
	Iteration 53Q: 3 clusters Score -6804598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6804591.000000 Penalty: 5393.222656
	Iteration 54Q: 3 clusters Score -6804591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6804590.500000 Penalty: 5393.222656
	Iteration 55Q: 3 clusters Score -6804590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6804620.000000 Penalty: 5393.222656
	Iteration 56Q: 3 clusters Score -6804620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6804628.000000 Penalty: 5393.222656
	Iteration 57Q: 3 clusters Score -6804628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6804625.500000 Penalty: 5393.222656
	Iteration 58Q: 3 clusters Score -6804626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6804639.000000 Penalty: 5393.222656
	Iteration 59Q: 3 clusters Score -6804639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -6804646.500000 Penalty: 5393.222656
	Iteration 60F: 3 clusters Score -6804646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6804647.000000 Penalty: 5393.222656
	Iteration 61Q: 3 clusters Score -6804647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6804655.000000 Penalty: 5393.222656
	Iteration 62Q: 3 clusters Score -6804655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -6804663.500000 Penalty: 5393.222656
	Iteration 63Q: 3 clusters Score -6804664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6804675.500000 Penalty: 5393.222656
	Iteration 64Q: 3 clusters Score -6804676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6804689.000000 Penalty: 5393.222656
	Iteration 65Q: 3 clusters Score -6804689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -6804700.000000 Penalty: 5393.222656
	Iteration 66Q: 3 clusters Score -6804700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -6804696.500000 Penalty: 5393.222656
	Iteration 67Q: 3 clusters Score -6804696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -6804693.500000 Penalty: 5393.222656
	Iteration 68Q: 3 clusters Score -6804694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -6804697.000000 Penalty: 5393.222656
	Iteration 69Q: 3 clusters Score -6804697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -6804704.500000 Penalty: 5393.222656
	Iteration 70Q: 3 clusters Score -6804704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6804714.500000 Penalty: 5393.222656
	Iteration 71Q: 3 clusters Score -6804714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -6804710.000000 Penalty: 5393.222656
	Iteration 72Q: 3 clusters Score -6804710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6804721.500000 Penalty: 5393.222656
	Iteration 73Q: 3 clusters Score -6804722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6804734.500000 Penalty: 5393.222656
	Iteration 74Q: 3 clusters Score -6804734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6804749.500000 Penalty: 5393.222656
	Iteration 75Q: 3 clusters Score -6804750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6804765.500000 Penalty: 5393.222656
	Iteration 76Q: 3 clusters Score -6804766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -6804763.500000 Penalty: 5393.222656
	Iteration 77Q: 3 clusters Score -6804764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -6804772.500000 Penalty: 5393.222656
	Iteration 78Q: 3 clusters Score -6804772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -6804773.500000 Penalty: 5393.222656
	Iteration 79Q: 3 clusters Score -6804774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6804785.000000 Penalty: 5393.222656
	Iteration 80F: 3 clusters Score -6804785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -6804790.000000 Penalty: 5393.222656
	Iteration 81Q: 3 clusters Score -6804790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -6804798.500000 Penalty: 5393.222656
	Iteration 82Q: 3 clusters Score -6804798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -6804802.500000 Penalty: 5393.222656
	Iteration 83Q: 3 clusters Score -6804802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -6804805.500000 Penalty: 5393.222656
	Iteration 84Q: 3 clusters Score -6804806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -6804797.500000 Penalty: 5393.222656
	Iteration 85Q: 3 clusters Score -6804798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6804799.000000 Penalty: 5393.222656
	Iteration 86Q: 3 clusters Score -6804799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -6804802.000000 Penalty: 5393.222656
	Iteration 87Q: 3 clusters Score -6804802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -6804802.000000 Penalty: 5393.222656
	Iteration 88F: 3 clusters Score -6804802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -619055.375000 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -619055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -614629.062500 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -614629.1 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -615628.250000 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -615628.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -615819.250000 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -615819.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -615949.500000 Penalty: 4214.102051
	Iteration 3Q: 3 clusters Score -615949.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -616033.562500 Penalty: 4214.102051
	Iteration 4Q: 3 clusters Score -616033.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -616095.187500 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -616095.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -616136.437500 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -616136.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -616186.437500 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -616186.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -616234.687500 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -616234.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -616279.125000 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -616279.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -616312.875000 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -616312.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -616340.687500 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -616340.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -616369.562500 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -616369.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -616392.875000 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -616392.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -616416.750000 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -616416.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -616440.625000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -616440.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -616463.812500 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -616463.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -616491.937500 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -616491.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -616523.500000 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -616523.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -616547.562500 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -616547.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -616569.000000 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -616569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -616591.437500 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -616591.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -616613.562500 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -616613.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -616634.687500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -616634.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -616658.250000 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -616658.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -616683.375000 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -616683.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -616707.062500 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -616707.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -616728.625000 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -616728.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -616754.125000 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -616754.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -616776.312500 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -616776.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -616790.687500 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -616790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -616802.687500 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -616802.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -616815.187500 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -616815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -616827.312500 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -616827.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -616838.500000 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -616838.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -616850.375000 Penalty: 4214.102051
	Iteration 35Q: 3 clusters Score -616850.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -616869.687500 Penalty: 4214.102051
	Iteration 36Q: 3 clusters Score -616869.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -616890.750000 Penalty: 4214.102051
	Iteration 37Q: 3 clusters Score -616890.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -616915.500000 Penalty: 4214.102051
	Iteration 38Q: 3 clusters Score -616915.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -616941.937500 Penalty: 4214.102051
	Iteration 39Q: 3 clusters Score -616941.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -616961.125000 Penalty: 4214.102051
	Iteration 40F: 3 clusters Score -616961.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -616979.125000 Penalty: 4214.102051
	Iteration 41Q: 3 clusters Score -616979.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -616997.375000 Penalty: 4214.102051
	Iteration 42Q: 3 clusters Score -616997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -617013.250000 Penalty: 4214.102051
	Iteration 43Q: 3 clusters Score -617013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -617028.187500 Penalty: 4214.102051
	Iteration 44Q: 3 clusters Score -617028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -617046.687500 Penalty: 4214.102051
	Iteration 45Q: 3 clusters Score -617046.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -617067.062500 Penalty: 4214.102051
	Iteration 46Q: 3 clusters Score -617067.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -617089.312500 Penalty: 4214.102051
	Iteration 47Q: 3 clusters Score -617089.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -617104.187500 Penalty: 4214.102051
	Iteration 48Q: 3 clusters Score -617104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -617112.187500 Penalty: 4214.102051
	Iteration 49Q: 3 clusters Score -617112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -617125.937500 Penalty: 4214.102051
	Iteration 50Q: 3 clusters Score -617125.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -617137.500000 Penalty: 4214.102051
	Iteration 51Q: 3 clusters Score -617137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -617149.562500 Penalty: 4214.102051
	Iteration 52Q: 3 clusters Score -617149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -617158.375000 Penalty: 4214.102051
	Iteration 53Q: 3 clusters Score -617158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -617169.437500 Penalty: 4214.102051
	Iteration 54Q: 3 clusters Score -617169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -617178.375000 Penalty: 4214.102051
	Iteration 55Q: 3 clusters Score -617178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -617181.562500 Penalty: 4214.102051
	Iteration 56Q: 3 clusters Score -617181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -617184.375000 Penalty: 4214.102051
	Iteration 57Q: 3 clusters Score -617184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -617185.812500 Penalty: 4214.102051
	Iteration 58Q: 3 clusters Score -617185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -617186.312500 Penalty: 4214.102051
	Iteration 59Q: 3 clusters Score -617186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -617186.312500 Penalty: 4214.102051
	Iteration 60F: 3 clusters Score -617186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Entering Unmasked Estep 
Score: -2841511.500000 Penalty: 2478.911621
	Iteration 0F: 2 clusters Score -2841512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2826211.250000 Penalty: 4957.823242
	Iteration 0F: 3 clusters Score -2826211 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2831378.500000 Penalty: 4957.823242
	Iteration 1F: 3 clusters Score -2831378 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2831772.000000 Penalty: 4957.823242
	Iteration 2F: 3 clusters Score -2831772 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2832055.000000 Penalty: 4957.823242
	Iteration 3Q: 3 clusters Score -2832055 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2832299.250000 Penalty: 4957.823242
	Iteration 4Q: 3 clusters Score -2832299 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2832501.750000 Penalty: 4957.823242
	Iteration 5Q: 3 clusters Score -2832502 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2832700.000000 Penalty: 4957.823242
	Iteration 6Q: 3 clusters Score -2832700 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2832898.500000 Penalty: 4957.823242
	Iteration 7Q: 3 clusters Score -2832898 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2833097.750000 Penalty: 4957.823242
	Iteration 8Q: 3 clusters Score -2833098 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2833331.250000 Penalty: 4957.823242
	Iteration 9Q: 3 clusters Score -2833331 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2833565.250000 Penalty: 4957.823242
	Iteration 10Q: 3 clusters Score -2833565 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2833859.000000 Penalty: 4957.823242
	Iteration 11Q: 3 clusters Score -2833859 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2834156.250000 Penalty: 4957.823242
	Iteration 12Q: 3 clusters Score -2834156 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2834574.750000 Penalty: 4957.823242
	Iteration 13Q: 3 clusters Score -2834575 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2835021.750000 Penalty: 4957.823242
	Iteration 14Q: 3 clusters Score -2835022 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2835533.250000 Penalty: 4957.823242
	Iteration 15Q: 3 clusters Score -2835533 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2836078.250000 Penalty: 4957.823242
	Iteration 16Q: 3 clusters Score -2836078 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2836541.250000 Penalty: 4957.823242
	Iteration 17Q: 3 clusters Score -2836541 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2836924.750000 Penalty: 4957.823242
	Iteration 18Q: 3 clusters Score -2836925 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2837216.750000 Penalty: 4957.823242
	Iteration 19Q: 3 clusters Score -2837217 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2837465.250000 Penalty: 4957.823242
	Iteration 20F: 3 clusters Score -2837465 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2837690.250000 Penalty: 4957.823242
	Iteration 21Q: 3 clusters Score -2837690 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2837890.000000 Penalty: 4957.823242
	Iteration 22Q: 3 clusters Score -2837890 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2838102.250000 Penalty: 4957.823242
	Iteration 23Q: 3 clusters Score -2838102 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2838286.750000 Penalty: 4957.823242
	Iteration 24Q: 3 clusters Score -2838287 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2838421.250000 Penalty: 4957.823242
	Iteration 25Q: 3 clusters Score -2838421 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2838523.000000 Penalty: 4957.823242
	Iteration 26Q: 3 clusters Score -2838523 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2838609.500000 Penalty: 4957.823242
	Iteration 27Q: 3 clusters Score -2838610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2838671.000000 Penalty: 4957.823242
	Iteration 28Q: 3 clusters Score -2838671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2838716.750000 Penalty: 4957.823242
	Iteration 29Q: 3 clusters Score -2838717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2838778.250000 Penalty: 4957.823242
	Iteration 30Q: 3 clusters Score -2838778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2838826.250000 Penalty: 4957.823242
	Iteration 31Q: 3 clusters Score -2838826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2838883.000000 Penalty: 4957.823242
	Iteration 32Q: 3 clusters Score -2838883 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2838944.500000 Penalty: 4957.823242
	Iteration 33Q: 3 clusters Score -2838944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2838996.750000 Penalty: 4957.823242
	Iteration 34Q: 3 clusters Score -2838997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2839041.250000 Penalty: 4957.823242
	Iteration 35Q: 3 clusters Score -2839041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2839093.750000 Penalty: 4957.823242
	Iteration 36Q: 3 clusters Score -2839094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2839127.500000 Penalty: 4957.823242
	Iteration 37Q: 3 clusters Score -2839128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2839148.750000 Penalty: 4957.823242
	Iteration 38Q: 3 clusters Score -2839149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2839182.000000 Penalty: 4957.823242
	Iteration 39Q: 3 clusters Score -2839182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2839191.000000 Penalty: 4957.823242
	Iteration 40F: 3 clusters Score -2839191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2839207.250000 Penalty: 4957.823242
	Iteration 41Q: 3 clusters Score -2839207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2839212.750000 Penalty: 4957.823242
	Iteration 42Q: 3 clusters Score -2839213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2839222.250000 Penalty: 4957.823242
	Iteration 43Q: 3 clusters Score -2839222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2839235.000000 Penalty: 4957.823242
	Iteration 44Q: 3 clusters Score -2839235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2839245.000000 Penalty: 4957.823242
	Iteration 45Q: 3 clusters Score -2839245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2839249.500000 Penalty: 4957.823242
	Iteration 46Q: 3 clusters Score -2839250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2839262.000000 Penalty: 4957.823242
	Iteration 47Q: 3 clusters Score -2839262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2839263.750000 Penalty: 4957.823242
	Iteration 48Q: 3 clusters Score -2839264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2839269.500000 Penalty: 4957.823242
	Iteration 49Q: 3 clusters Score -2839270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2839277.750000 Penalty: 4957.823242
	Iteration 50Q: 3 clusters Score -2839278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2839279.250000 Penalty: 4957.823242
	Iteration 51Q: 3 clusters Score -2839279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2839282.000000 Penalty: 4957.823242
	Iteration 52Q: 3 clusters Score -2839282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2839290.250000 Penalty: 4957.823242
	Iteration 53Q: 3 clusters Score -2839290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2839292.500000 Penalty: 4957.823242
	Iteration 54Q: 3 clusters Score -2839292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2839302.000000 Penalty: 4957.823242
	Iteration 55Q: 3 clusters Score -2839302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2839305.000000 Penalty: 4957.823242
	Iteration 56Q: 3 clusters Score -2839305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2839310.750000 Penalty: 4957.823242
	Iteration 57Q: 3 clusters Score -2839311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2839315.000000 Penalty: 4957.823242
	Iteration 58Q: 3 clusters Score -2839315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2839310.500000 Penalty: 4957.823242
	Iteration 59Q: 3 clusters Score -2839310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2839313.750000 Penalty: 4957.823242
	Iteration 60F: 3 clusters Score -2839314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2839325.500000 Penalty: 4957.823242
	Iteration 61Q: 3 clusters Score -2839326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2839323.500000 Penalty: 4957.823242
	Iteration 62Q: 3 clusters Score -2839324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2839326.500000 Penalty: 4957.823242
	Iteration 63Q: 3 clusters Score -2839326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2839327.500000 Penalty: 4957.823242
	Iteration 64Q: 3 clusters Score -2839328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2839325.500000 Penalty: 4957.823242
	Iteration 65Q: 3 clusters Score -2839326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2839324.250000 Penalty: 4957.823242
	Iteration 66Q: 3 clusters Score -2839324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2839324.250000 Penalty: 4957.823242
	Iteration 67F: 3 clusters Score -2839324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 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 181 members 
Entering Unmasked Estep 
Score: -40349.093750 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40349.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40485.125000 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40485.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40517.328125 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40517.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40522.820312 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40522.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40524.031250 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40524.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40524.031250 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -40524.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292693 members 
Entering Unmasked Estep 
Score: -37213076.000000 Penalty: 3121.546143
	Iteration 0F: 2 clusters Score -3.721308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -37037144.000000 Penalty: 6243.092285
	Iteration 0F: 3 clusters Score -3.703714e+07 nChanged 141569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 149592 members 
Entering Unmasked Estep 
Score: -37121340.000000 Penalty: 6243.092285
	Iteration 1F: 3 clusters Score -3.712134e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -37122688.000000 Penalty: 6243.092285
	Iteration 2Q: 3 clusters Score -3.712269e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -37124480.000000 Penalty: 6243.092285
	Iteration 3Q: 3 clusters Score -3.712448e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 158860 members 
Entering Unmasked Estep 
Score: -37126516.000000 Penalty: 6243.092285
	Iteration 4Q: 3 clusters Score -3.712652e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 165730 members 
Entering Unmasked Estep 
Score: -37130908.000000 Penalty: 6243.092285
	Iteration 5Q: 3 clusters Score -3.713091e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -37137772.000000 Penalty: 6243.092285
	Iteration 6Q: 3 clusters Score -3.713777e+07 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 187722 members 
Entering Unmasked Estep 
Score: -37148284.000000 Penalty: 6243.092285
	Iteration 7F: 3 clusters Score -3.714828e+07 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 200855 members 
Entering Unmasked Estep 
Score: -37161392.000000 Penalty: 6243.092285
	Iteration 8F: 3 clusters Score -3.716139e+07 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 211596 members 
Entering Unmasked Estep 
Score: -37173816.000000 Penalty: 6243.092285
	Iteration 9F: 3 clusters Score -3.717382e+07 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 218024 members 
Entering Unmasked Estep 
Score: -37182420.000000 Penalty: 6243.092285
	Iteration 10F: 3 clusters Score -3.718242e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 221746 members 
Entering Unmasked Estep 
Score: -37186564.000000 Penalty: 6243.092285
	Iteration 11Q: 3 clusters Score -3.718656e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 224596 members 
Entering Unmasked Estep 
Score: -37188176.000000 Penalty: 6243.092285
	Iteration 12Q: 3 clusters Score -3.718818e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 227183 members 
Entering Unmasked Estep 
Score: -37189140.000000 Penalty: 6243.092285
	Iteration 13Q: 3 clusters Score -3.718914e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 229644 members 
Entering Unmasked Estep 
Score: -37189560.000000 Penalty: 6243.092285
	Iteration 14Q: 3 clusters Score -3.718956e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 232017 members 
Entering Unmasked Estep 
Score: -37190004.000000 Penalty: 6243.092285
	Iteration 15Q: 3 clusters Score -3.719e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 234161 members 
Entering Unmasked Estep 
Score: -37190392.000000 Penalty: 6243.092285
	Iteration 16Q: 3 clusters Score -3.719039e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 236108 members 
Entering Unmasked Estep 
Score: -37190828.000000 Penalty: 6243.092285
	Iteration 17Q: 3 clusters Score -3.719083e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 238125 members 
Entering Unmasked Estep 
Score: -37191228.000000 Penalty: 6243.092285
	Iteration 18Q: 3 clusters Score -3.719123e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 240073 members 
Entering Unmasked Estep 
Score: -37191928.000000 Penalty: 6243.092285
	Iteration 19Q: 3 clusters Score -3.719193e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 242015 members 
Entering Unmasked Estep 
Score: -37192328.000000 Penalty: 6243.092285
	Iteration 20F: 3 clusters Score -3.719233e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 243963 members 
Entering Unmasked Estep 
Score: -37192748.000000 Penalty: 6243.092285
	Iteration 21Q: 3 clusters Score -3.719275e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 245869 members 
Entering Unmasked Estep 
Score: -37193180.000000 Penalty: 6243.092285
	Iteration 22Q: 3 clusters Score -3.719318e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 247722 members 
Entering Unmasked Estep 
Score: -37193448.000000 Penalty: 6243.092285
	Iteration 23Q: 3 clusters Score -3.719345e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 249572 members 
Entering Unmasked Estep 
Score: -37193604.000000 Penalty: 6243.092285
	Iteration 24Q: 3 clusters Score -3.71936e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 251363 members 
Entering Unmasked Estep 
Score: -37194112.000000 Penalty: 6243.092285
	Iteration 25Q: 3 clusters Score -3.719411e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 253103 members 
Entering Unmasked Estep 
Score: -37194416.000000 Penalty: 6243.092285
	Iteration 26Q: 3 clusters Score -3.719442e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 254737 members 
Entering Unmasked Estep 
Score: -37194748.000000 Penalty: 6243.092285
	Iteration 27Q: 3 clusters Score -3.719475e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 256323 members 
Entering Unmasked Estep 
Score: -37195156.000000 Penalty: 6243.092285
	Iteration 28Q: 3 clusters Score -3.719516e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 257897 members 
Entering Unmasked Estep 
Score: -37195580.000000 Penalty: 6243.092285
	Iteration 29Q: 3 clusters Score -3.719558e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 259461 members 
Entering Unmasked Estep 
Score: -37196088.000000 Penalty: 6243.092285
	Iteration 30Q: 3 clusters Score -3.719609e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 260990 members 
Entering Unmasked Estep 
Score: -37196504.000000 Penalty: 6243.092285
	Iteration 31Q: 3 clusters Score -3.71965e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 262462 members 
Entering Unmasked Estep 
Score: -37196916.000000 Penalty: 6243.092285
	Iteration 32Q: 3 clusters Score -3.719692e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 263936 members 
Entering Unmasked Estep 
Score: -37197264.000000 Penalty: 6243.092285
	Iteration 33Q: 3 clusters Score -3.719726e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 265366 members 
Entering Unmasked Estep 
Score: -37197684.000000 Penalty: 6243.092285
	Iteration 34Q: 3 clusters Score -3.719768e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 266844 members 
Entering Unmasked Estep 
Score: -37198112.000000 Penalty: 6243.092285
	Iteration 35Q: 3 clusters Score -3.719811e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 268264 members 
Entering Unmasked Estep 
Score: -37198792.000000 Penalty: 6243.092285
	Iteration 36Q: 3 clusters Score -3.719879e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 269643 members 
Entering Unmasked Estep 
Score: -37199236.000000 Penalty: 6243.092285
	Iteration 37Q: 3 clusters Score -3.719924e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 271002 members 
Entering Unmasked Estep 
Score: -37199716.000000 Penalty: 6243.092285
	Iteration 38Q: 3 clusters Score -3.719972e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 272285 members 
Entering Unmasked Estep 
Score: -37200204.000000 Penalty: 6243.092285
	Iteration 39Q: 3 clusters Score -3.72002e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 273554 members 
Entering Unmasked Estep 
Score: -37200740.000000 Penalty: 6243.092285
	Iteration 40F: 3 clusters Score -3.720074e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 274794 members 
Entering Unmasked Estep 
Score: -37201448.000000 Penalty: 6243.092285
	Iteration 41Q: 3 clusters Score -3.720145e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 276059 members 
Entering Unmasked Estep 
Score: -37202040.000000 Penalty: 6243.092285
	Iteration 42Q: 3 clusters Score -3.720204e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 277206 members 
Entering Unmasked Estep 
Score: -37202616.000000 Penalty: 6243.092285
	Iteration 43Q: 3 clusters Score -3.720262e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 278365 members 
Entering Unmasked Estep 
Score: -37203292.000000 Penalty: 6243.092285
	Iteration 44Q: 3 clusters Score -3.720329e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 279446 members 
Entering Unmasked Estep 
Score: -37203820.000000 Penalty: 6243.092285
	Iteration 45Q: 3 clusters Score -3.720382e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 280450 members 
Entering Unmasked Estep 
Score: -37204304.000000 Penalty: 6243.092285
	Iteration 46Q: 3 clusters Score -3.72043e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 281453 members 
Entering Unmasked Estep 
Score: -37204832.000000 Penalty: 6243.092285
	Iteration 47Q: 3 clusters Score -3.720483e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 282451 members 
Entering Unmasked Estep 
Score: -37205484.000000 Penalty: 6243.092285
	Iteration 48Q: 3 clusters Score -3.720548e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 283359 members 
Entering Unmasked Estep 
Score: -37205976.000000 Penalty: 6243.092285
	Iteration 49Q: 3 clusters Score -3.720598e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 284208 members 
Entering Unmasked Estep 
Score: -37206340.000000 Penalty: 6243.092285
	Iteration 50Q: 3 clusters Score -3.720634e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 284946 members 
Entering Unmasked Estep 
Score: -37206836.000000 Penalty: 6243.092285
	Iteration 51Q: 3 clusters Score -3.720684e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 285633 members 
Entering Unmasked Estep 
Score: -37207236.000000 Penalty: 6243.092285
	Iteration 52Q: 3 clusters Score -3.720724e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 286267 members 
Entering Unmasked Estep 
Score: -37207656.000000 Penalty: 6243.092285
	Iteration 53Q: 3 clusters Score -3.720766e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 286825 members 
Entering Unmasked Estep 
Score: -37207944.000000 Penalty: 6243.092285
	Iteration 54Q: 3 clusters Score -3.720794e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 287309 members 
Entering Unmasked Estep 
Score: -37208256.000000 Penalty: 6243.092285
	Iteration 55Q: 3 clusters Score -3.720826e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 287743 members 
Entering Unmasked Estep 
Score: -37208328.000000 Penalty: 6243.092285
	Iteration 56Q: 3 clusters Score -3.720833e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 288128 members 
Entering Unmasked Estep 
Score: -37208476.000000 Penalty: 6243.092285
	Iteration 57Q: 3 clusters Score -3.720848e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 288489 members 
Entering Unmasked Estep 
Score: -37208584.000000 Penalty: 6243.092285
	Iteration 58Q: 3 clusters Score -3.720858e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 288818 members 
Entering Unmasked Estep 
Score: -37208736.000000 Penalty: 6243.092285
	Iteration 59Q: 3 clusters Score -3.720874e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 289093 members 
Entering Unmasked Estep 
Score: -37208936.000000 Penalty: 6243.092285
	Iteration 60F: 3 clusters Score -3.720894e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 289343 members 
Entering Unmasked Estep 
Score: -37209104.000000 Penalty: 6243.092285
	Iteration 61Q: 3 clusters Score -3.72091e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 289575 members 
Entering Unmasked Estep 
Score: -37209216.000000 Penalty: 6243.092285
	Iteration 62Q: 3 clusters Score -3.720922e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 289793 members 
Entering Unmasked Estep 
Score: -37209352.000000 Penalty: 6243.092285
	Iteration 63Q: 3 clusters Score -3.720935e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 290016 members 
Entering Unmasked Estep 
Score: -37209524.000000 Penalty: 6243.092285
	Iteration 64Q: 3 clusters Score -3.720952e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 290222 members 
Entering Unmasked Estep 
Score: -37209652.000000 Penalty: 6243.092285
	Iteration 65Q: 3 clusters Score -3.720965e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 290401 members 
Entering Unmasked Estep 
Score: -37209764.000000 Penalty: 6243.092285
	Iteration 66Q: 3 clusters Score -3.720976e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 290541 members 
Entering Unmasked Estep 
Score: -37209900.000000 Penalty: 6243.092285
	Iteration 67Q: 3 clusters Score -3.72099e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 290645 members 
Entering Unmasked Estep 
Score: -37209888.000000 Penalty: 6243.092285
	Iteration 68Q: 3 clusters Score -3.720989e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 290715 members 
Entering Unmasked Estep 
Score: -37209952.000000 Penalty: 6243.092285
	Iteration 69Q: 3 clusters Score -3.720995e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 290793 members 
Entering Unmasked Estep 
Score: -37209968.000000 Penalty: 6243.092285
	Iteration 70Q: 3 clusters Score -3.720997e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 290859 members 
Entering Unmasked Estep 
Score: -37209984.000000 Penalty: 6243.092285
	Iteration 71Q: 3 clusters Score -3.720998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 290909 members 
Entering Unmasked Estep 
Score: -37210004.000000 Penalty: 6243.092285
	Iteration 72Q: 3 clusters Score -3.721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 290956 members 
Entering Unmasked Estep 
Score: -37210076.000000 Penalty: 6243.092285
	Iteration 73Q: 3 clusters Score -3.721008e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 291007 members 
Entering Unmasked Estep 
Score: -37210080.000000 Penalty: 6243.092285
	Iteration 74Q: 3 clusters Score -3.721008e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 291057 members 
Entering Unmasked Estep 
Score: -37210088.000000 Penalty: 6243.092285
	Iteration 75Q: 3 clusters Score -3.721009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 291100 members 
Entering Unmasked Estep 
Score: -37210116.000000 Penalty: 6243.092285
	Iteration 76Q: 3 clusters Score -3.721012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 291151 members 
Entering Unmasked Estep 
Score: -37210152.000000 Penalty: 6243.092285
	Iteration 77Q: 3 clusters Score -3.721015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 291195 members 
Entering Unmasked Estep 
Score: -37210184.000000 Penalty: 6243.092285
	Iteration 78Q: 3 clusters Score -3.721018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 291234 members 
Entering Unmasked Estep 
Score: -37210160.000000 Penalty: 6243.092285
	Iteration 79Q: 3 clusters Score -3.721016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 291273 members 
Entering Unmasked Estep 
Score: -37210160.000000 Penalty: 6243.092285
	Iteration 80F: 3 clusters Score -3.721016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 291307 members 
Entering Unmasked Estep 
Score: -37210180.000000 Penalty: 6243.092285
	Iteration 81Q: 3 clusters Score -3.721018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 291332 members 
Entering Unmasked Estep 
Score: -37210212.000000 Penalty: 6243.092285
	Iteration 82Q: 3 clusters Score -3.721021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 291355 members 
Entering Unmasked Estep 
Score: -37210184.000000 Penalty: 6243.092285
	Iteration 83Q: 3 clusters Score -3.721018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 291370 members 
Entering Unmasked Estep 
Score: -37210244.000000 Penalty: 6243.092285
	Iteration 84Q: 3 clusters Score -3.721024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 291386 members 
Entering Unmasked Estep 
Score: -37210256.000000 Penalty: 6243.092285
	Iteration 85Q: 3 clusters Score -3.721026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 291402 members 
Entering Unmasked Estep 
Score: -37210204.000000 Penalty: 6243.092285
	Iteration 86Q: 3 clusters Score -3.72102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 291409 members 
Entering Unmasked Estep 
Score: -37210188.000000 Penalty: 6243.092285
	Iteration 87Q: 3 clusters Score -3.721019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 291422 members 
Entering Unmasked Estep 
Score: -37210200.000000 Penalty: 6243.092285
	Iteration 88Q: 3 clusters Score -3.72102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 291429 members 
Entering Unmasked Estep 
Score: -37210212.000000 Penalty: 6243.092285
	Iteration 89Q: 3 clusters Score -3.721021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 291437 members 
Entering Unmasked Estep 
Score: -37210204.000000 Penalty: 6243.092285
	Iteration 90Q: 3 clusters Score -3.72102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 291447 members 
Entering Unmasked Estep 
Score: -37210216.000000 Penalty: 6243.092285
	Iteration 91Q: 3 clusters Score -3.721022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 291456 members 
Entering Unmasked Estep 
Score: -37210268.000000 Penalty: 6243.092285
	Iteration 92Q: 3 clusters Score -3.721027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 291462 members 
Entering Unmasked Estep 
Score: -37210264.000000 Penalty: 6243.092285
	Iteration 93Q: 3 clusters Score -3.721026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 291467 members 
Entering Unmasked Estep 
Score: -37210260.000000 Penalty: 6243.092285
	Iteration 94Q: 3 clusters Score -3.721026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 291470 members 
Entering Unmasked Estep 
Score: -37210248.000000 Penalty: 6243.092285
	Iteration 95Q: 3 clusters Score -3.721025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 291474 members 
Entering Unmasked Estep 
Score: -37210236.000000 Penalty: 6243.092285
	Iteration 96Q: 3 clusters Score -3.721024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 291477 members 
Entering Unmasked Estep 
Score: -37210252.000000 Penalty: 6243.092285
	Iteration 97Q: 3 clusters Score -3.721025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 291479 members 
Entering Unmasked Estep 
Score: -37210252.000000 Penalty: 6243.092285
	Iteration 98Q: 3 clusters Score -3.721025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 291481 members 
Entering Unmasked Estep 
Score: -37210256.000000 Penalty: 6243.092285
	Iteration 99Q: 3 clusters Score -3.721026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 291483 members 
Entering Unmasked Estep 
Score: -37210268.000000 Penalty: 6243.092285
	Iteration 100F: 3 clusters Score -3.721027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 291485 members 
Entering Unmasked Estep 
Score: -37210268.000000 Penalty: 6243.092285
	Iteration 101Q: 3 clusters Score -3.721027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 291489 members 
Entering Unmasked Estep 
Score: -37210252.000000 Penalty: 6243.092285
	Iteration 102Q: 3 clusters Score -3.721025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 291495 members 
Entering Unmasked Estep 
Score: -37210288.000000 Penalty: 6243.092285
	Iteration 103Q: 3 clusters Score -3.721029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 291498 members 
Entering Unmasked Estep 
Score: -37210284.000000 Penalty: 6243.092285
	Iteration 104Q: 3 clusters Score -3.721028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 291503 members 
Entering Unmasked Estep 
Score: -37210308.000000 Penalty: 6243.092285
	Iteration 105Q: 3 clusters Score -3.721031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 291512 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 106Q: 3 clusters Score -3.72103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 291517 members 
Entering Unmasked Estep 
Score: -37210300.000000 Penalty: 6243.092285
	Iteration 107Q: 3 clusters Score -3.72103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 291520 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 108Q: 3 clusters Score -3.721032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 291523 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 109Q: 3 clusters Score -3.721032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 291529 members 
Entering Unmasked Estep 
Score: -37210348.000000 Penalty: 6243.092285
	Iteration 110Q: 3 clusters Score -3.721035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 291535 members 
Entering Unmasked Estep 
Score: -37210344.000000 Penalty: 6243.092285
	Iteration 111Q: 3 clusters Score -3.721034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 291541 members 
Entering Unmasked Estep 
Score: -37210324.000000 Penalty: 6243.092285
	Iteration 112Q: 3 clusters Score -3.721032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 291541 members 
Entering Unmasked Estep 
Score: -37210336.000000 Penalty: 6243.092285
	Iteration 113Q: 3 clusters Score -3.721034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 291542 members 
Entering Unmasked Estep 
Score: -37210340.000000 Penalty: 6243.092285
	Iteration 114Q: 3 clusters Score -3.721034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 291544 members 
Entering Unmasked Estep 
Score: -37210348.000000 Penalty: 6243.092285
	Iteration 115Q: 3 clusters Score -3.721035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 291546 members 
Entering Unmasked Estep 
Score: -37210360.000000 Penalty: 6243.092285
	Iteration 116Q: 3 clusters Score -3.721036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 291547 members 
Entering Unmasked Estep 
Score: -37210368.000000 Penalty: 6243.092285
	Iteration 117Q: 3 clusters Score -3.721037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 291550 members 
Entering Unmasked Estep 
Score: -37210336.000000 Penalty: 6243.092285
	Iteration 118Q: 3 clusters Score -3.721034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 291554 members 
Entering Unmasked Estep 
Score: -37210356.000000 Penalty: 6243.092285
	Iteration 119Q: 3 clusters Score -3.721036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 291558 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 120F: 3 clusters Score -3.721032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 291559 members 
Entering Unmasked Estep 
Score: -37210308.000000 Penalty: 6243.092285
	Iteration 121Q: 3 clusters Score -3.721031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 291559 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 122Q: 3 clusters Score -3.721032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 291561 members 
Entering Unmasked Estep 
Score: -37210332.000000 Penalty: 6243.092285
	Iteration 123Q: 3 clusters Score -3.721033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 291561 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 124Q: 3 clusters Score -3.72103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 291559 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 125Q: 3 clusters Score -3.72103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 291560 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 126Q: 3 clusters Score -3.72103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 291562 members 
Entering Unmasked Estep 
Score: -37210312.000000 Penalty: 6243.092285
	Iteration 127Q: 3 clusters Score -3.721031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 291562 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 128Q: 3 clusters Score -3.72103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 291563 members 
Entering Unmasked Estep 
Score: -37210296.000000 Penalty: 6243.092285
	Iteration 129Q: 3 clusters Score -3.72103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 291564 members 
Entering Unmasked Estep 
Score: -37210296.000000 Penalty: 6243.092285
	Iteration 130Q: 3 clusters Score -3.72103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 291566 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 131Q: 3 clusters Score -3.72103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 291569 members 
Entering Unmasked Estep 
Score: -37210300.000000 Penalty: 6243.092285
	Iteration 132Q: 3 clusters Score -3.72103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 291569 members 
Entering Unmasked Estep 
Score: -37210312.000000 Penalty: 6243.092285
	Iteration 133Q: 3 clusters Score -3.721031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 291573 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 134Q: 3 clusters Score -3.72103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 291576 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 135Q: 3 clusters Score -3.721032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 291578 members 
Entering Unmasked Estep 
Score: -37210312.000000 Penalty: 6243.092285
	Iteration 136Q: 3 clusters Score -3.721031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 291579 members 
Entering Unmasked Estep 
Score: -37210296.000000 Penalty: 6243.092285
	Iteration 137Q: 3 clusters Score -3.72103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 291581 members 
Entering Unmasked Estep 
Score: -37210328.000000 Penalty: 6243.092285
	Iteration 138Q: 3 clusters Score -3.721033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 291580 members 
Entering Unmasked Estep 
Score: -37210316.000000 Penalty: 6243.092285
	Iteration 139Q: 3 clusters Score -3.721032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 291579 members 
Entering Unmasked Estep 
Score: -37210316.000000 Penalty: 6243.092285
	Iteration 140F: 3 clusters Score -3.721032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 291580 members 
Entering Unmasked Estep 
Score: -37210316.000000 Penalty: 6243.092285
	Iteration 141Q: 3 clusters Score -3.721032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 291581 members 
Entering Unmasked Estep 
Score: -37210320.000000 Penalty: 6243.092285
	Iteration 142Q: 3 clusters Score -3.721032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 291582 members 
Entering Unmasked Estep 
Score: -37210304.000000 Penalty: 6243.092285
	Iteration 143Q: 3 clusters Score -3.72103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 291583 members 
Entering Unmasked Estep 
Score: -37210312.000000 Penalty: 6243.092285
	Iteration 144Q: 3 clusters Score -3.721031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 291583 members 
Entering Unmasked Estep 
Score: -37210312.000000 Penalty: 6243.092285
	Iteration 145F: 3 clusters Score -3.721031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294534.937500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291629.968750 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291630 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -292155.843750 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -292155.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292306.875000 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292306.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -292387.218750 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -292387.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292459.843750 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292459.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -292515.687500 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292515.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -292561.625000 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -292561.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -292596.062500 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -292596.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -292634.937500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -292634.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292682.312500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -292682.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -292748.218750 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -292748.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -292808.593750 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -292808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292882.781250 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -292882.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292961.187500 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -292961.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293028.531250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -293028.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -293080.093750 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -293080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -293123.531250 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -293123.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -293157.500000 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -293157.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -293190.750000 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -293190.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -293215.781250 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -293215.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -293235.968750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -293247.343750 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -293252.281250 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -293256.656250 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -293261.593750 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -293265.906250 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -293271.187500 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293275.406250 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -293275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -293277.375000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -293277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -293279.281250 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -293279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -293280.781250 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -293280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -293280.781250 Penalty: 3870.301270
	Iteration 31F: 3 clusters Score -293280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Entering Unmasked Estep 
Score: -5876662.500000 Penalty: 2667.917725
	Iteration 0F: 2 clusters Score -5876662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5844924.500000 Penalty: 5335.835449
	Iteration 0F: 3 clusters Score -5844924 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5856819.500000 Penalty: 5335.835449
	Iteration 1F: 3 clusters Score -5856820 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5857314.000000 Penalty: 5335.835449
	Iteration 2Q: 3 clusters Score -5857314 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5857794.500000 Penalty: 5335.835449
	Iteration 3Q: 3 clusters Score -5857794 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5858288.000000 Penalty: 5335.835449
	Iteration 4Q: 3 clusters Score -5858288 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5858917.000000 Penalty: 5335.835449
	Iteration 5Q: 3 clusters Score -5858917 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -5859731.000000 Penalty: 5335.835449
	Iteration 6Q: 3 clusters Score -5859731 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5860798.000000 Penalty: 5335.835449
	Iteration 7Q: 3 clusters Score -5860798 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5862409.000000 Penalty: 5335.835449
	Iteration 8F: 3 clusters Score -5862409 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -5864761.000000 Penalty: 5335.835449
	Iteration 9F: 3 clusters Score -5864761 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5867625.500000 Penalty: 5335.835449
	Iteration 10F: 3 clusters Score -5867626 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5870535.500000 Penalty: 5335.835449
	Iteration 11F: 3 clusters Score -5870536 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5872611.500000 Penalty: 5335.835449
	Iteration 12Q: 3 clusters Score -5872612 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5873695.000000 Penalty: 5335.835449
	Iteration 13Q: 3 clusters Score -5873695 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5874167.000000 Penalty: 5335.835449
	Iteration 14Q: 3 clusters Score -5874167 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5874362.000000 Penalty: 5335.835449
	Iteration 15Q: 3 clusters Score -5874362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5874433.500000 Penalty: 5335.835449
	Iteration 16Q: 3 clusters Score -5874434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5874473.000000 Penalty: 5335.835449
	Iteration 17Q: 3 clusters Score -5874473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5874498.500000 Penalty: 5335.835449
	Iteration 18Q: 3 clusters Score -5874498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5874522.000000 Penalty: 5335.835449
	Iteration 19Q: 3 clusters Score -5874522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5874533.500000 Penalty: 5335.835449
	Iteration 20F: 3 clusters Score -5874534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5874539.500000 Penalty: 5335.835449
	Iteration 21Q: 3 clusters Score -5874540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5874548.500000 Penalty: 5335.835449
	Iteration 22Q: 3 clusters Score -5874548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5874550.500000 Penalty: 5335.835449
	Iteration 23Q: 3 clusters Score -5874550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5874556.000000 Penalty: 5335.835449
	Iteration 24Q: 3 clusters Score -5874556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5874559.000000 Penalty: 5335.835449
	Iteration 25Q: 3 clusters Score -5874559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5874559.000000 Penalty: 5335.835449
	Iteration 26Q: 3 clusters Score -5874559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5874564.500000 Penalty: 5335.835449
	Iteration 27Q: 3 clusters Score -5874564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5874565.500000 Penalty: 5335.835449
	Iteration 28Q: 3 clusters Score -5874566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5874563.500000 Penalty: 5335.835449
	Iteration 29Q: 3 clusters Score -5874564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5874563.500000 Penalty: 5335.835449
	Iteration 30F: 3 clusters Score -5874564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -738862.375000 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -738862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -733671.687500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -733671.7 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -735037.250000 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -735037.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -735417.875000 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -735417.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -735717.875000 Penalty: 4317.350586
	Iteration 3F: 3 clusters Score -735717.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -736003.250000 Penalty: 4317.350586
	Iteration 4F: 3 clusters Score -736003.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -736279.750000 Penalty: 4317.350586
	Iteration 5F: 3 clusters Score -736279.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -736495.750000 Penalty: 4317.350586
	Iteration 6F: 3 clusters Score -736495.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -736690.000000 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -736690 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -736860.187500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -736860.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -737009.500000 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -737009.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -737121.312500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -737121.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -737213.125000 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -737213.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -737293.375000 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -737293.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -737351.750000 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -737351.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -737404.437500 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -737404.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -737434.625000 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -737434.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -737460.312500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -737460.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -737487.687500 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -737487.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -737506.750000 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -737506.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -737520.750000 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -737520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -737525.875000 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -737525.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -737534.937500 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -737534.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -737542.000000 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -737542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -737550.750000 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -737550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -737553.875000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -737553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -737559.625000 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -737559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -737562.562500 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -737562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -737565.687500 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -737565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -737570.125000 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -737570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -737570.562500 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -737570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -737572.812500 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -737572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -737575.625000 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -737575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -737581.437500 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -737581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -737582.937500 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -737582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -737584.375000 Penalty: 4317.350586
	Iteration 34Q: 3 clusters Score -737584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -737585.500000 Penalty: 4317.350586
	Iteration 35Q: 3 clusters Score -737585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -737584.687500 Penalty: 4317.350586
	Iteration 36Q: 3 clusters Score -737584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -737587.375000 Penalty: 4317.350586
	Iteration 37Q: 3 clusters Score -737587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -737587.750000 Penalty: 4317.350586
	Iteration 38Q: 3 clusters Score -737587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -737587.937500 Penalty: 4317.350586
	Iteration 39Q: 3 clusters Score -737587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -737587.937500 Penalty: 4317.350586
	Iteration 40F: 3 clusters Score -737587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Entering Unmasked Estep 
Score: -2963856.500000 Penalty: 2489.569580
	Iteration 0F: 2 clusters Score -2963856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2947890.500000 Penalty: 4979.139160
	Iteration 0F: 3 clusters Score -2947890 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2953277.250000 Penalty: 4979.139160
	Iteration 1F: 3 clusters Score -2953277 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2953709.500000 Penalty: 4979.139160
	Iteration 2F: 3 clusters Score -2953710 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2954153.500000 Penalty: 4979.139160
	Iteration 3Q: 3 clusters Score -2954154 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2954646.500000 Penalty: 4979.139160
	Iteration 4Q: 3 clusters Score -2954646 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2955291.750000 Penalty: 4979.139160
	Iteration 5F: 3 clusters Score -2955292 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2956094.250000 Penalty: 4979.139160
	Iteration 6F: 3 clusters Score -2956094 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2957145.000000 Penalty: 4979.139160
	Iteration 7F: 3 clusters Score -2957145 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2958406.750000 Penalty: 4979.139160
	Iteration 8F: 3 clusters Score -2958407 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2959570.000000 Penalty: 4979.139160
	Iteration 9F: 3 clusters Score -2959570 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2960444.500000 Penalty: 4979.139160
	Iteration 10Q: 3 clusters Score -2960444 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2961006.500000 Penalty: 4979.139160
	Iteration 11Q: 3 clusters Score -2961006 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2961278.500000 Penalty: 4979.139160
	Iteration 12Q: 3 clusters Score -2961278 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2961392.500000 Penalty: 4979.139160
	Iteration 13Q: 3 clusters Score -2961392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2961489.000000 Penalty: 4979.139160
	Iteration 14Q: 3 clusters Score -2961489 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2961556.500000 Penalty: 4979.139160
	Iteration 15Q: 3 clusters Score -2961556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2961601.250000 Penalty: 4979.139160
	Iteration 16Q: 3 clusters Score -2961601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2961652.750000 Penalty: 4979.139160
	Iteration 17Q: 3 clusters Score -2961653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2961689.250000 Penalty: 4979.139160
	Iteration 18Q: 3 clusters Score -2961689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2961732.000000 Penalty: 4979.139160
	Iteration 19Q: 3 clusters Score -2961732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2961762.750000 Penalty: 4979.139160
	Iteration 20F: 3 clusters Score -2961763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2961798.000000 Penalty: 4979.139160
	Iteration 21Q: 3 clusters Score -2961798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2961813.000000 Penalty: 4979.139160
	Iteration 22Q: 3 clusters Score -2961813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2961829.500000 Penalty: 4979.139160
	Iteration 23Q: 3 clusters Score -2961830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2961840.750000 Penalty: 4979.139160
	Iteration 24Q: 3 clusters Score -2961841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2961856.250000 Penalty: 4979.139160
	Iteration 25Q: 3 clusters Score -2961856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2961865.000000 Penalty: 4979.139160
	Iteration 26Q: 3 clusters Score -2961865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2961875.250000 Penalty: 4979.139160
	Iteration 27Q: 3 clusters Score -2961875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2961886.000000 Penalty: 4979.139160
	Iteration 28Q: 3 clusters Score -2961886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2961887.250000 Penalty: 4979.139160
	Iteration 29Q: 3 clusters Score -2961887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2961887.500000 Penalty: 4979.139160
	Iteration 30Q: 3 clusters Score -2961888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2961889.500000 Penalty: 4979.139160
	Iteration 31Q: 3 clusters Score -2961890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2961889.250000 Penalty: 4979.139160
	Iteration 32Q: 3 clusters Score -2961889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2961890.250000 Penalty: 4979.139160
	Iteration 33Q: 3 clusters Score -2961890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2961888.000000 Penalty: 4979.139160
	Iteration 34Q: 3 clusters Score -2961888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2961889.000000 Penalty: 4979.139160
	Iteration 35Q: 3 clusters Score -2961889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2961891.500000 Penalty: 4979.139160
	Iteration 36Q: 3 clusters Score -2961892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2961891.500000 Penalty: 4979.139160
	Iteration 37Q: 3 clusters Score -2961892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2961892.250000 Penalty: 4979.139160
	Iteration 38Q: 3 clusters Score -2961892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2961893.500000 Penalty: 4979.139160
	Iteration 39Q: 3 clusters Score -2961894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2961893.500000 Penalty: 4979.139160
	Iteration 40F: 3 clusters Score -2961894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Entering Unmasked Estep 
Score: -2304164.500000 Penalty: 2427.039062
	Iteration 0F: 2 clusters Score -2304164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2291455.750000 Penalty: 4854.078125
	Iteration 0F: 3 clusters Score -2291456 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2295660.750000 Penalty: 4854.078125
	Iteration 1F: 3 clusters Score -2295661 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2296034.250000 Penalty: 4854.078125
	Iteration 2F: 3 clusters Score -2296034 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2296331.000000 Penalty: 4854.078125
	Iteration 3Q: 3 clusters Score -2296331 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2296603.000000 Penalty: 4854.078125
	Iteration 4Q: 3 clusters Score -2296603 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2296942.500000 Penalty: 4854.078125
	Iteration 5Q: 3 clusters Score -2296942 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2297371.500000 Penalty: 4854.078125
	Iteration 6Q: 3 clusters Score -2297372 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2297984.000000 Penalty: 4854.078125
	Iteration 7F: 3 clusters Score -2297984 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2298804.250000 Penalty: 4854.078125
	Iteration 8F: 3 clusters Score -2298804 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2299774.250000 Penalty: 4854.078125
	Iteration 9F: 3 clusters Score -2299774 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2300656.750000 Penalty: 4854.078125
	Iteration 10F: 3 clusters Score -2300657 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2301270.250000 Penalty: 4854.078125
	Iteration 11Q: 3 clusters Score -2301270 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2301676.500000 Penalty: 4854.078125
	Iteration 12Q: 3 clusters Score -2301676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2301885.250000 Penalty: 4854.078125
	Iteration 13Q: 3 clusters Score -2301885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2301993.000000 Penalty: 4854.078125
	Iteration 14Q: 3 clusters Score -2301993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2302067.500000 Penalty: 4854.078125
	Iteration 15Q: 3 clusters Score -2302068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2302118.250000 Penalty: 4854.078125
	Iteration 16Q: 3 clusters Score -2302118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2302143.250000 Penalty: 4854.078125
	Iteration 17Q: 3 clusters Score -2302143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2302155.750000 Penalty: 4854.078125
	Iteration 18Q: 3 clusters Score -2302156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2302172.750000 Penalty: 4854.078125
	Iteration 19Q: 3 clusters Score -2302173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2302187.250000 Penalty: 4854.078125
	Iteration 20F: 3 clusters Score -2302187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2302194.750000 Penalty: 4854.078125
	Iteration 21Q: 3 clusters Score -2302195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2302198.500000 Penalty: 4854.078125
	Iteration 22Q: 3 clusters Score -2302198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2302197.500000 Penalty: 4854.078125
	Iteration 23Q: 3 clusters Score -2302198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2302200.500000 Penalty: 4854.078125
	Iteration 24Q: 3 clusters Score -2302200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2302200.500000 Penalty: 4854.078125
	Iteration 25F: 3 clusters Score -2302200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 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 283 members 
Entering Unmasked Estep 
Score: -60270.476562 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60270.48 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60780.511719 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60780.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60935.406250 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -60935.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60991.203125 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -60991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61023.878906 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -61023.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61041.074219 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61041.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61052.453125 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61052.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61067.464844 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61067.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61081.429688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61081.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61105.824219 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -61105.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61143.386719 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -61143.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61161.632812 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -61161.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61171.804688 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -61171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61178.542969 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -61178.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61189.445312 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -61189.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61204.484375 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -61204.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61237.402344 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -61237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61265.832031 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -61265.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61296.835938 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -61296.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61320.078125 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -61320.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61324.816406 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -61324.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61329.832031 Penalty: 3144.818115
	Iteration 21Q: 3 clusters Score -61329.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61331.632812 Penalty: 3144.818115
	Iteration 22Q: 3 clusters Score -61331.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61340.078125 Penalty: 3144.818115
	Iteration 23Q: 3 clusters Score -61340.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61341.847656 Penalty: 3144.818115
	Iteration 24Q: 3 clusters Score -61341.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61341.847656 Penalty: 3144.818115
	Iteration 25F: 3 clusters Score -61341.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26279.804688 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26279.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26416.671875 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26416.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26456.638672 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26456.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26465.384766 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26465.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26480.642578 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26480.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26489.484375 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26489.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26489.484375 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -26489.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -229580.562500 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -229580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227068.390625 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -227068.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -227449.375000 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -227449.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227552.343750 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -227552.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227604.843750 Penalty: 3727.070312
	Iteration 3Q: 3 clusters Score -227604.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227635.531250 Penalty: 3727.070312
	Iteration 4Q: 3 clusters Score -227635.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227657.140625 Penalty: 3727.070312
	Iteration 5Q: 3 clusters Score -227657.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227672.734375 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -227672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227683.125000 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -227683.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -227690.703125 Penalty: 3727.070312
	Iteration 8Q: 3 clusters Score -227690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227696.593750 Penalty: 3727.070312
	Iteration 9Q: 3 clusters Score -227696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -227699.093750 Penalty: 3727.070312
	Iteration 10Q: 3 clusters Score -227699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227700.296875 Penalty: 3727.070312
	Iteration 11Q: 3 clusters Score -227700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227701.875000 Penalty: 3727.070312
	Iteration 12Q: 3 clusters Score -227701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227704.312500 Penalty: 3727.070312
	Iteration 13Q: 3 clusters Score -227704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227706.031250 Penalty: 3727.070312
	Iteration 14Q: 3 clusters Score -227706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227707.984375 Penalty: 3727.070312
	Iteration 15Q: 3 clusters Score -227708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227708.437500 Penalty: 3727.070312
	Iteration 16Q: 3 clusters Score -227708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227708.437500 Penalty: 3727.070312
	Iteration 17F: 3 clusters Score -227708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -156845.109375 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -156845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154763.562500 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -154763.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155068.156250 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -155068.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155170.515625 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -155170.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155212.203125 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -155212.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155234.953125 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -155235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155256.765625 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -155256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155267.546875 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -155267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155274.218750 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -155274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155278.812500 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -155278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155283.312500 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -155283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155283.921875 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -155283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155285.000000 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -155285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155286.265625 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -155286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155287.031250 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -155287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155288.390625 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -155288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155288.953125 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -155289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155288.953125 Penalty: 3538.114746
	Iteration 16F: 3 clusters Score -155289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Entering Unmasked Estep 
Score: -20504274.000000 Penalty: 2971.290039
	Iteration 0F: 2 clusters Score -2.050427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -20401848.000000 Penalty: 5942.580078
	Iteration 0F: 3 clusters Score -2.040185e+07 nChanged 76644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -20446210.000000 Penalty: 5942.580078
	Iteration 1F: 3 clusters Score -2.044621e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -20447240.000000 Penalty: 5942.580078
	Iteration 2Q: 3 clusters Score -2.044724e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -20448488.000000 Penalty: 5942.580078
	Iteration 3Q: 3 clusters Score -2.044849e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -20450236.000000 Penalty: 5942.580078
	Iteration 4Q: 3 clusters Score -2.045024e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -20453188.000000 Penalty: 5942.580078
	Iteration 5Q: 3 clusters Score -2.045319e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -20457976.000000 Penalty: 5942.580078
	Iteration 6F: 3 clusters Score -2.045798e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -20465176.000000 Penalty: 5942.580078
	Iteration 7F: 3 clusters Score -2.046518e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -20474840.000000 Penalty: 5942.580078
	Iteration 8F: 3 clusters Score -2.047484e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -20485606.000000 Penalty: 5942.580078
	Iteration 9F: 3 clusters Score -2.048561e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -20494536.000000 Penalty: 5942.580078
	Iteration 10F: 3 clusters Score -2.049454e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -20498624.000000 Penalty: 5942.580078
	Iteration 11Q: 3 clusters Score -2.049862e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -20500156.000000 Penalty: 5942.580078
	Iteration 12Q: 3 clusters Score -2.050016e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -20500866.000000 Penalty: 5942.580078
	Iteration 13Q: 3 clusters Score -2.050087e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -20501248.000000 Penalty: 5942.580078
	Iteration 14Q: 3 clusters Score -2.050125e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -20501478.000000 Penalty: 5942.580078
	Iteration 15Q: 3 clusters Score -2.050148e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -20501668.000000 Penalty: 5942.580078
	Iteration 16Q: 3 clusters Score -2.050167e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -20501770.000000 Penalty: 5942.580078
	Iteration 17Q: 3 clusters Score -2.050177e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -20501932.000000 Penalty: 5942.580078
	Iteration 18Q: 3 clusters Score -2.050193e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -20502056.000000 Penalty: 5942.580078
	Iteration 19Q: 3 clusters Score -2.050206e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -20502250.000000 Penalty: 5942.580078
	Iteration 20F: 3 clusters Score -2.050225e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 131067 members 
Entering Unmasked Estep 
Score: -20502276.000000 Penalty: 5942.580078
	Iteration 21Q: 3 clusters Score -2.050228e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -20502426.000000 Penalty: 5942.580078
	Iteration 22Q: 3 clusters Score -2.050243e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -20502488.000000 Penalty: 5942.580078
	Iteration 23Q: 3 clusters Score -2.050249e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -20502486.000000 Penalty: 5942.580078
	Iteration 24Q: 3 clusters Score -2.050249e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 134782 members 
Entering Unmasked Estep 
Score: -20502584.000000 Penalty: 5942.580078
	Iteration 25Q: 3 clusters Score -2.050258e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -20502686.000000 Penalty: 5942.580078
	Iteration 26Q: 3 clusters Score -2.050269e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 136484 members 
Entering Unmasked Estep 
Score: -20502770.000000 Penalty: 5942.580078
	Iteration 27Q: 3 clusters Score -2.050277e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -20502962.000000 Penalty: 5942.580078
	Iteration 28Q: 3 clusters Score -2.050296e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -20503004.000000 Penalty: 5942.580078
	Iteration 29Q: 3 clusters Score -2.0503e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -20503000.000000 Penalty: 5942.580078
	Iteration 30Q: 3 clusters Score -2.0503e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -20503010.000000 Penalty: 5942.580078
	Iteration 31Q: 3 clusters Score -2.050301e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -20503052.000000 Penalty: 5942.580078
	Iteration 32Q: 3 clusters Score -2.050305e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 141204 members 
Entering Unmasked Estep 
Score: -20503068.000000 Penalty: 5942.580078
	Iteration 33Q: 3 clusters Score -2.050307e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 141908 members 
Entering Unmasked Estep 
Score: -20503124.000000 Penalty: 5942.580078
	Iteration 34Q: 3 clusters Score -2.050312e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -20503068.000000 Penalty: 5942.580078
	Iteration 35Q: 3 clusters Score -2.050307e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -20503060.000000 Penalty: 5942.580078
	Iteration 36Q: 3 clusters Score -2.050306e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -20502996.000000 Penalty: 5942.580078
	Iteration 37Q: 3 clusters Score -2.0503e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 144363 members 
Entering Unmasked Estep 
Score: -20502944.000000 Penalty: 5942.580078
	Iteration 38Q: 3 clusters Score -2.050294e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 144852 members 
Entering Unmasked Estep 
Score: -20503008.000000 Penalty: 5942.580078
	Iteration 39Q: 3 clusters Score -2.050301e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -20502978.000000 Penalty: 5942.580078
	Iteration 40F: 3 clusters Score -2.050298e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -20502936.000000 Penalty: 5942.580078
	Iteration 41Q: 3 clusters Score -2.050294e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -20502968.000000 Penalty: 5942.580078
	Iteration 42Q: 3 clusters Score -2.050297e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -20502970.000000 Penalty: 5942.580078
	Iteration 43Q: 3 clusters Score -2.050297e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -20502918.000000 Penalty: 5942.580078
	Iteration 44Q: 3 clusters Score -2.050292e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -20502868.000000 Penalty: 5942.580078
	Iteration 45Q: 3 clusters Score -2.050287e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -20502868.000000 Penalty: 5942.580078
	Iteration 46Q: 3 clusters Score -2.050287e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -20502810.000000 Penalty: 5942.580078
	Iteration 47Q: 3 clusters Score -2.050281e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -20502852.000000 Penalty: 5942.580078
	Iteration 48Q: 3 clusters Score -2.050285e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -20502862.000000 Penalty: 5942.580078
	Iteration 49Q: 3 clusters Score -2.050286e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 148849 members 
Entering Unmasked Estep 
Score: -20502810.000000 Penalty: 5942.580078
	Iteration 50Q: 3 clusters Score -2.050281e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -20502770.000000 Penalty: 5942.580078
	Iteration 51Q: 3 clusters Score -2.050277e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -20502742.000000 Penalty: 5942.580078
	Iteration 52Q: 3 clusters Score -2.050274e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -20502732.000000 Penalty: 5942.580078
	Iteration 53Q: 3 clusters Score -2.050273e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -20502716.000000 Penalty: 5942.580078
	Iteration 54Q: 3 clusters Score -2.050272e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20502714.000000 Penalty: 5942.580078
	Iteration 55Q: 3 clusters Score -2.050271e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -20502716.000000 Penalty: 5942.580078
	Iteration 56Q: 3 clusters Score -2.050272e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -20502722.000000 Penalty: 5942.580078
	Iteration 57Q: 3 clusters Score -2.050272e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -20502684.000000 Penalty: 5942.580078
	Iteration 58Q: 3 clusters Score -2.050268e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -20502718.000000 Penalty: 5942.580078
	Iteration 59Q: 3 clusters Score -2.050272e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -20502730.000000 Penalty: 5942.580078
	Iteration 60F: 3 clusters Score -2.050273e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -20502728.000000 Penalty: 5942.580078
	Iteration 61Q: 3 clusters Score -2.050273e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 151060 members 
Entering Unmasked Estep 
Score: -20502722.000000 Penalty: 5942.580078
	Iteration 62Q: 3 clusters Score -2.050272e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -20502686.000000 Penalty: 5942.580078
	Iteration 63Q: 3 clusters Score -2.050269e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -20502674.000000 Penalty: 5942.580078
	Iteration 64Q: 3 clusters Score -2.050267e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -20502650.000000 Penalty: 5942.580078
	Iteration 65Q: 3 clusters Score -2.050265e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -20502624.000000 Penalty: 5942.580078
	Iteration 66Q: 3 clusters Score -2.050262e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -20502562.000000 Penalty: 5942.580078
	Iteration 67Q: 3 clusters Score -2.050256e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -20502578.000000 Penalty: 5942.580078
	Iteration 68Q: 3 clusters Score -2.050258e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 151998 members 
Entering Unmasked Estep 
Score: -20502560.000000 Penalty: 5942.580078
	Iteration 69Q: 3 clusters Score -2.050256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -20502502.000000 Penalty: 5942.580078
	Iteration 70Q: 3 clusters Score -2.05025e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -20502470.000000 Penalty: 5942.580078
	Iteration 71Q: 3 clusters Score -2.050247e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -20502408.000000 Penalty: 5942.580078
	Iteration 72Q: 3 clusters Score -2.050241e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -20502392.000000 Penalty: 5942.580078
	Iteration 73Q: 3 clusters Score -2.050239e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -20502370.000000 Penalty: 5942.580078
	Iteration 74Q: 3 clusters Score -2.050237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -20502372.000000 Penalty: 5942.580078
	Iteration 75Q: 3 clusters Score -2.050237e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -20502312.000000 Penalty: 5942.580078
	Iteration 76Q: 3 clusters Score -2.050231e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -20502250.000000 Penalty: 5942.580078
	Iteration 77Q: 3 clusters Score -2.050225e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -20502252.000000 Penalty: 5942.580078
	Iteration 78Q: 3 clusters Score -2.050225e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -20502202.000000 Penalty: 5942.580078
	Iteration 79Q: 3 clusters Score -2.05022e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -20502224.000000 Penalty: 5942.580078
	Iteration 80F: 3 clusters Score -2.050222e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -20502198.000000 Penalty: 5942.580078
	Iteration 81Q: 3 clusters Score -2.05022e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -20502188.000000 Penalty: 5942.580078
	Iteration 82Q: 3 clusters Score -2.050219e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -20502192.000000 Penalty: 5942.580078
	Iteration 83Q: 3 clusters Score -2.050219e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -20502170.000000 Penalty: 5942.580078
	Iteration 84Q: 3 clusters Score -2.050217e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -20502138.000000 Penalty: 5942.580078
	Iteration 85Q: 3 clusters Score -2.050214e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -20502148.000000 Penalty: 5942.580078
	Iteration 86Q: 3 clusters Score -2.050215e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -20502142.000000 Penalty: 5942.580078
	Iteration 87Q: 3 clusters Score -2.050214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -20502102.000000 Penalty: 5942.580078
	Iteration 88Q: 3 clusters Score -2.05021e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -20502110.000000 Penalty: 5942.580078
	Iteration 89Q: 3 clusters Score -2.050211e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -20502072.000000 Penalty: 5942.580078
	Iteration 90Q: 3 clusters Score -2.050207e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -20502108.000000 Penalty: 5942.580078
	Iteration 91Q: 3 clusters Score -2.050211e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -20502050.000000 Penalty: 5942.580078
	Iteration 92Q: 3 clusters Score -2.050205e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -20502018.000000 Penalty: 5942.580078
	Iteration 93Q: 3 clusters Score -2.050202e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -20501996.000000 Penalty: 5942.580078
	Iteration 94Q: 3 clusters Score -2.0502e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -20502036.000000 Penalty: 5942.580078
	Iteration 95Q: 3 clusters Score -2.050204e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -20501988.000000 Penalty: 5942.580078
	Iteration 96Q: 3 clusters Score -2.050199e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -20501980.000000 Penalty: 5942.580078
	Iteration 97Q: 3 clusters Score -2.050198e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -20501994.000000 Penalty: 5942.580078
	Iteration 98Q: 3 clusters Score -2.050199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -20502024.000000 Penalty: 5942.580078
	Iteration 99Q: 3 clusters Score -2.050202e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 156152 members 
Entering Unmasked Estep 
Score: -20502030.000000 Penalty: 5942.580078
	Iteration 100F: 3 clusters Score -2.050203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -20502010.000000 Penalty: 5942.580078
	Iteration 101Q: 3 clusters Score -2.050201e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 156309 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 102Q: 3 clusters Score -2.050201e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -20502034.000000 Penalty: 5942.580078
	Iteration 103Q: 3 clusters Score -2.050203e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 156492 members 
Entering Unmasked Estep 
Score: -20502064.000000 Penalty: 5942.580078
	Iteration 104Q: 3 clusters Score -2.050206e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -20502064.000000 Penalty: 5942.580078
	Iteration 105Q: 3 clusters Score -2.050206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -20502058.000000 Penalty: 5942.580078
	Iteration 106Q: 3 clusters Score -2.050206e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -20502060.000000 Penalty: 5942.580078
	Iteration 107Q: 3 clusters Score -2.050206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -20502044.000000 Penalty: 5942.580078
	Iteration 108Q: 3 clusters Score -2.050204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -20502058.000000 Penalty: 5942.580078
	Iteration 109Q: 3 clusters Score -2.050206e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -20502062.000000 Penalty: 5942.580078
	Iteration 110Q: 3 clusters Score -2.050206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -20502044.000000 Penalty: 5942.580078
	Iteration 111Q: 3 clusters Score -2.050204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 157028 members 
Entering Unmasked Estep 
Score: -20502036.000000 Penalty: 5942.580078
	Iteration 112Q: 3 clusters Score -2.050204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -20502036.000000 Penalty: 5942.580078
	Iteration 113Q: 3 clusters Score -2.050204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -20502048.000000 Penalty: 5942.580078
	Iteration 114Q: 3 clusters Score -2.050205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -20502058.000000 Penalty: 5942.580078
	Iteration 115Q: 3 clusters Score -2.050206e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 157209 members 
Entering Unmasked Estep 
Score: -20502028.000000 Penalty: 5942.580078
	Iteration 116Q: 3 clusters Score -2.050203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 157247 members 
Entering Unmasked Estep 
Score: -20502022.000000 Penalty: 5942.580078
	Iteration 117Q: 3 clusters Score -2.050202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -20502038.000000 Penalty: 5942.580078
	Iteration 118Q: 3 clusters Score -2.050204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -20502060.000000 Penalty: 5942.580078
	Iteration 119Q: 3 clusters Score -2.050206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -20502034.000000 Penalty: 5942.580078
	Iteration 120F: 3 clusters Score -2.050203e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -20502014.000000 Penalty: 5942.580078
	Iteration 121Q: 3 clusters Score -2.050201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -20501996.000000 Penalty: 5942.580078
	Iteration 122Q: 3 clusters Score -2.0502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -20501994.000000 Penalty: 5942.580078
	Iteration 123Q: 3 clusters Score -2.050199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -20502008.000000 Penalty: 5942.580078
	Iteration 124Q: 3 clusters Score -2.050201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 157577 members 
Entering Unmasked Estep 
Score: -20502000.000000 Penalty: 5942.580078
	Iteration 125Q: 3 clusters Score -2.0502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -20501984.000000 Penalty: 5942.580078
	Iteration 126Q: 3 clusters Score -2.050198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -20501976.000000 Penalty: 5942.580078
	Iteration 127Q: 3 clusters Score -2.050198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 157665 members 
Entering Unmasked Estep 
Score: -20501986.000000 Penalty: 5942.580078
	Iteration 128Q: 3 clusters Score -2.050199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -20502008.000000 Penalty: 5942.580078
	Iteration 129Q: 3 clusters Score -2.050201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -20501980.000000 Penalty: 5942.580078
	Iteration 130Q: 3 clusters Score -2.050198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -20501960.000000 Penalty: 5942.580078
	Iteration 131Q: 3 clusters Score -2.050196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 132Q: 3 clusters Score -2.050196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -20501954.000000 Penalty: 5942.580078
	Iteration 133Q: 3 clusters Score -2.050195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 157790 members 
Entering Unmasked Estep 
Score: -20501972.000000 Penalty: 5942.580078
	Iteration 134Q: 3 clusters Score -2.050197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -20501964.000000 Penalty: 5942.580078
	Iteration 135Q: 3 clusters Score -2.050196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 136Q: 3 clusters Score -2.050196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -20501966.000000 Penalty: 5942.580078
	Iteration 137Q: 3 clusters Score -2.050197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -20501988.000000 Penalty: 5942.580078
	Iteration 138Q: 3 clusters Score -2.050199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -20501960.000000 Penalty: 5942.580078
	Iteration 139Q: 3 clusters Score -2.050196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20501974.000000 Penalty: 5942.580078
	Iteration 140F: 3 clusters Score -2.050197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -20501966.000000 Penalty: 5942.580078
	Iteration 141Q: 3 clusters Score -2.050197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -20501950.000000 Penalty: 5942.580078
	Iteration 142Q: 3 clusters Score -2.050195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -20501948.000000 Penalty: 5942.580078
	Iteration 143Q: 3 clusters Score -2.050195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -20501954.000000 Penalty: 5942.580078
	Iteration 144Q: 3 clusters Score -2.050195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -20501952.000000 Penalty: 5942.580078
	Iteration 145Q: 3 clusters Score -2.050195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -20501958.000000 Penalty: 5942.580078
	Iteration 146Q: 3 clusters Score -2.050196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 158028 members 
Entering Unmasked Estep 
Score: -20501978.000000 Penalty: 5942.580078
	Iteration 147Q: 3 clusters Score -2.050198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 158053 members 
Entering Unmasked Estep 
Score: -20501976.000000 Penalty: 5942.580078
	Iteration 148Q: 3 clusters Score -2.050198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -20501966.000000 Penalty: 5942.580078
	Iteration 149Q: 3 clusters Score -2.050197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -20501972.000000 Penalty: 5942.580078
	Iteration 150Q: 3 clusters Score -2.050197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 158100 members 
Entering Unmasked Estep 
Score: -20501976.000000 Penalty: 5942.580078
	Iteration 151Q: 3 clusters Score -2.050198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -20501998.000000 Penalty: 5942.580078
	Iteration 152Q: 3 clusters Score -2.0502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -20501982.000000 Penalty: 5942.580078
	Iteration 153Q: 3 clusters Score -2.050198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -20501982.000000 Penalty: 5942.580078
	Iteration 154Q: 3 clusters Score -2.050198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 158134 members 
Entering Unmasked Estep 
Score: -20501986.000000 Penalty: 5942.580078
	Iteration 155Q: 3 clusters Score -2.050199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -20501994.000000 Penalty: 5942.580078
	Iteration 156Q: 3 clusters Score -2.050199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -20502008.000000 Penalty: 5942.580078
	Iteration 157Q: 3 clusters Score -2.050201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -20501990.000000 Penalty: 5942.580078
	Iteration 158Q: 3 clusters Score -2.050199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 159Q: 3 clusters Score -2.050201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -20502002.000000 Penalty: 5942.580078
	Iteration 160F: 3 clusters Score -2.0502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -20502004.000000 Penalty: 5942.580078
	Iteration 161Q: 3 clusters Score -2.0502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -20502000.000000 Penalty: 5942.580078
	Iteration 162Q: 3 clusters Score -2.0502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -20502006.000000 Penalty: 5942.580078
	Iteration 163Q: 3 clusters Score -2.050201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -20502018.000000 Penalty: 5942.580078
	Iteration 164Q: 3 clusters Score -2.050202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20502004.000000 Penalty: 5942.580078
	Iteration 165Q: 3 clusters Score -2.0502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 158202 members 
Entering Unmasked Estep 
Score: -20502018.000000 Penalty: 5942.580078
	Iteration 166Q: 3 clusters Score -2.050202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 167Q: 3 clusters Score -2.050201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 158214 members 
Entering Unmasked Estep 
Score: -20502014.000000 Penalty: 5942.580078
	Iteration 168Q: 3 clusters Score -2.050201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 169Q: 3 clusters Score -2.050201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 158234 members 
Entering Unmasked Estep 
Score: -20502020.000000 Penalty: 5942.580078
	Iteration 170Q: 3 clusters Score -2.050202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 171Q: 3 clusters Score -2.050201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -20502014.000000 Penalty: 5942.580078
	Iteration 172Q: 3 clusters Score -2.050201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -20502030.000000 Penalty: 5942.580078
	Iteration 173Q: 3 clusters Score -2.050203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -20502024.000000 Penalty: 5942.580078
	Iteration 174Q: 3 clusters Score -2.050202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -20502006.000000 Penalty: 5942.580078
	Iteration 175Q: 3 clusters Score -2.050201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -20502008.000000 Penalty: 5942.580078
	Iteration 176Q: 3 clusters Score -2.050201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 177Q: 3 clusters Score -2.050201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -20502010.000000 Penalty: 5942.580078
	Iteration 178Q: 3 clusters Score -2.050201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 158304 members 
Entering Unmasked Estep 
Score: -20502020.000000 Penalty: 5942.580078
	Iteration 179Q: 3 clusters Score -2.050202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 158310 members 
Entering Unmasked Estep 
Score: -20502004.000000 Penalty: 5942.580078
	Iteration 180F: 3 clusters Score -2.0502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -20502010.000000 Penalty: 5942.580078
	Iteration 181Q: 3 clusters Score -2.050201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 158315 members 
Entering Unmasked Estep 
Score: -20502022.000000 Penalty: 5942.580078
	Iteration 182Q: 3 clusters Score -2.050202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -20502012.000000 Penalty: 5942.580078
	Iteration 183Q: 3 clusters Score -2.050201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -20502002.000000 Penalty: 5942.580078
	Iteration 184Q: 3 clusters Score -2.0502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -20502004.000000 Penalty: 5942.580078
	Iteration 185Q: 3 clusters Score -2.0502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -20502002.000000 Penalty: 5942.580078
	Iteration 186Q: 3 clusters Score -2.0502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -20501988.000000 Penalty: 5942.580078
	Iteration 187Q: 3 clusters Score -2.050199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -20501982.000000 Penalty: 5942.580078
	Iteration 188Q: 3 clusters Score -2.050198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -20501994.000000 Penalty: 5942.580078
	Iteration 189Q: 3 clusters Score -2.050199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 158366 members 
Entering Unmasked Estep 
Score: -20501992.000000 Penalty: 5942.580078
	Iteration 190Q: 3 clusters Score -2.050199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 158371 members 
Entering Unmasked Estep 
Score: -20501974.000000 Penalty: 5942.580078
	Iteration 191Q: 3 clusters Score -2.050197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -20501976.000000 Penalty: 5942.580078
	Iteration 192Q: 3 clusters Score -2.050198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -20501966.000000 Penalty: 5942.580078
	Iteration 193Q: 3 clusters Score -2.050197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -20501968.000000 Penalty: 5942.580078
	Iteration 194Q: 3 clusters Score -2.050197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 195Q: 3 clusters Score -2.050196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -20501968.000000 Penalty: 5942.580078
	Iteration 196Q: 3 clusters Score -2.050197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 158396 members 
Entering Unmasked Estep 
Score: -20501968.000000 Penalty: 5942.580078
	Iteration 197Q: 3 clusters Score -2.050197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 158399 members 
Entering Unmasked Estep 
Score: -20501964.000000 Penalty: 5942.580078
	Iteration 198Q: 3 clusters Score -2.050196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -20501974.000000 Penalty: 5942.580078
	Iteration 199Q: 3 clusters Score -2.050197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 158406 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 200F: 3 clusters Score -2.050196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -20501960.000000 Penalty: 5942.580078
	Iteration 201Q: 3 clusters Score -2.050196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 202Q: 3 clusters Score -2.050196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -20501962.000000 Penalty: 5942.580078
	Iteration 203F: 3 clusters Score -2.050196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109043.960938 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109316.304688 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109316.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109386.156250 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109386.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109430.984375 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109461.421875 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109483.281250 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109503.109375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109519.875000 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109525.585938 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109533.000000 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109538.312500 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109543.085938 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109543.085938 Penalty: 3378.923096
	Iteration 12F: 3 clusters Score -109543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Entering Unmasked Estep 
Score: -9533973.000000 Penalty: 2780.859619
	Iteration 0F: 2 clusters Score -9533973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9483978.000000 Penalty: 5561.719238
	Iteration 0F: 3 clusters Score -9483978 nChanged 34807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -9504327.000000 Penalty: 5561.719238
	Iteration 1F: 3 clusters Score -9504327 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -9505573.000000 Penalty: 5561.719238
	Iteration 2Q: 3 clusters Score -9505573 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -9507319.000000 Penalty: 5561.719238
	Iteration 3Q: 3 clusters Score -9507319 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -9509705.000000 Penalty: 5561.719238
	Iteration 4F: 3 clusters Score -9509705 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -9512880.000000 Penalty: 5561.719238
	Iteration 5F: 3 clusters Score -9512880 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -9516749.000000 Penalty: 5561.719238
	Iteration 6F: 3 clusters Score -9516749 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -9520856.000000 Penalty: 5561.719238
	Iteration 7F: 3 clusters Score -9520856 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -9524299.000000 Penalty: 5561.719238
	Iteration 8F: 3 clusters Score -9524299 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -9526605.000000 Penalty: 5561.719238
	Iteration 9Q: 3 clusters Score -9526605 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -9527716.000000 Penalty: 5561.719238
	Iteration 10Q: 3 clusters Score -9527716 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -9528399.000000 Penalty: 5561.719238
	Iteration 11Q: 3 clusters Score -9528399 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -9528856.000000 Penalty: 5561.719238
	Iteration 12Q: 3 clusters Score -9528856 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -9529217.000000 Penalty: 5561.719238
	Iteration 13Q: 3 clusters Score -9529217 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -9529601.000000 Penalty: 5561.719238
	Iteration 14Q: 3 clusters Score -9529601 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -9529874.000000 Penalty: 5561.719238
	Iteration 15Q: 3 clusters Score -9529874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9530100.000000 Penalty: 5561.719238
	Iteration 16Q: 3 clusters Score -9530100 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9530332.000000 Penalty: 5561.719238
	Iteration 17Q: 3 clusters Score -9530332 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -9530557.000000 Penalty: 5561.719238
	Iteration 18Q: 3 clusters Score -9530557 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -9530714.000000 Penalty: 5561.719238
	Iteration 19Q: 3 clusters Score -9530714 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9530850.000000 Penalty: 5561.719238
	Iteration 20F: 3 clusters Score -9530850 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -9531009.000000 Penalty: 5561.719238
	Iteration 21Q: 3 clusters Score -9531009 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9531171.000000 Penalty: 5561.719238
	Iteration 22Q: 3 clusters Score -9531171 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9531277.000000 Penalty: 5561.719238
	Iteration 23Q: 3 clusters Score -9531277 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9531368.000000 Penalty: 5561.719238
	Iteration 24Q: 3 clusters Score -9531368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9531440.000000 Penalty: 5561.719238
	Iteration 25Q: 3 clusters Score -9531440 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9531491.000000 Penalty: 5561.719238
	Iteration 26Q: 3 clusters Score -9531491 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9531543.000000 Penalty: 5561.719238
	Iteration 27Q: 3 clusters Score -9531543 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9531597.000000 Penalty: 5561.719238
	Iteration 28Q: 3 clusters Score -9531597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9531674.000000 Penalty: 5561.719238
	Iteration 29Q: 3 clusters Score -9531674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9531752.000000 Penalty: 5561.719238
	Iteration 30Q: 3 clusters Score -9531752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9531785.000000 Penalty: 5561.719238
	Iteration 31Q: 3 clusters Score -9531785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9531851.000000 Penalty: 5561.719238
	Iteration 32Q: 3 clusters Score -9531851 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9531895.000000 Penalty: 5561.719238
	Iteration 33Q: 3 clusters Score -9531895 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9531988.000000 Penalty: 5561.719238
	Iteration 34Q: 3 clusters Score -9531988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9532050.000000 Penalty: 5561.719238
	Iteration 35Q: 3 clusters Score -9532050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9532123.000000 Penalty: 5561.719238
	Iteration 36Q: 3 clusters Score -9532123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9532170.000000 Penalty: 5561.719238
	Iteration 37Q: 3 clusters Score -9532170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9532212.000000 Penalty: 5561.719238
	Iteration 38Q: 3 clusters Score -9532212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9532219.000000 Penalty: 5561.719238
	Iteration 39Q: 3 clusters Score -9532219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9532248.000000 Penalty: 5561.719238
	Iteration 40F: 3 clusters Score -9532248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9532291.000000 Penalty: 5561.719238
	Iteration 41Q: 3 clusters Score -9532291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9532305.000000 Penalty: 5561.719238
	Iteration 42Q: 3 clusters Score -9532305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9532337.000000 Penalty: 5561.719238
	Iteration 43Q: 3 clusters Score -9532337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9532355.000000 Penalty: 5561.719238
	Iteration 44Q: 3 clusters Score -9532355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9532396.000000 Penalty: 5561.719238
	Iteration 45Q: 3 clusters Score -9532396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9532421.000000 Penalty: 5561.719238
	Iteration 46Q: 3 clusters Score -9532421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9532442.000000 Penalty: 5561.719238
	Iteration 47Q: 3 clusters Score -9532442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9532474.000000 Penalty: 5561.719238
	Iteration 48Q: 3 clusters Score -9532474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9532509.000000 Penalty: 5561.719238
	Iteration 49Q: 3 clusters Score -9532509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9532556.000000 Penalty: 5561.719238
	Iteration 50Q: 3 clusters Score -9532556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9532586.000000 Penalty: 5561.719238
	Iteration 51Q: 3 clusters Score -9532586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9532603.000000 Penalty: 5561.719238
	Iteration 52Q: 3 clusters Score -9532603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9532639.000000 Penalty: 5561.719238
	Iteration 53Q: 3 clusters Score -9532639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9532639.000000 Penalty: 5561.719238
	Iteration 54Q: 3 clusters Score -9532639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9532673.000000 Penalty: 5561.719238
	Iteration 55Q: 3 clusters Score -9532673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9532679.000000 Penalty: 5561.719238
	Iteration 56Q: 3 clusters Score -9532679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9532681.000000 Penalty: 5561.719238
	Iteration 57Q: 3 clusters Score -9532681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9532681.000000 Penalty: 5561.719238
	Iteration 58Q: 3 clusters Score -9532681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9532685.000000 Penalty: 5561.719238
	Iteration 59Q: 3 clusters Score -9532685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9532697.000000 Penalty: 5561.719238
	Iteration 60F: 3 clusters Score -9532697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9532710.000000 Penalty: 5561.719238
	Iteration 61Q: 3 clusters Score -9532710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9532714.000000 Penalty: 5561.719238
	Iteration 62Q: 3 clusters Score -9532714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9532721.000000 Penalty: 5561.719238
	Iteration 63Q: 3 clusters Score -9532721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9532726.000000 Penalty: 5561.719238
	Iteration 64Q: 3 clusters Score -9532726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9532721.000000 Penalty: 5561.719238
	Iteration 65Q: 3 clusters Score -9532721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9532721.000000 Penalty: 5561.719238
	Iteration 66F: 3 clusters Score -9532721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -259933.390625 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -259933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257239.671875 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -257239.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -257745.593750 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -257745.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -257905.218750 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -257905.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257989.812500 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -257989.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258055.218750 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -258055.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -258108.734375 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -258108.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -258150.406250 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -258150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -258180.968750 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -258181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -258204.296875 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -258204.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258226.234375 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -258226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -258244.046875 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -258244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258256.000000 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -258256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -258265.687500 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -258265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -258276.265625 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -258276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258291.593750 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -258291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -258300.765625 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -258300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -258307.406250 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -258307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258312.093750 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -258312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258315.843750 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -258315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -258330.218750 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -258330.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -258341.968750 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -258342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -258350.328125 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -258350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258357.140625 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -258357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -258363.109375 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -258363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258367.875000 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -258367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258371.890625 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -258371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258377.062500 Penalty: 3789.023926
	Iteration 26Q: 3 clusters Score -258377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -258381.796875 Penalty: 3789.023926
	Iteration 27Q: 3 clusters Score -258381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258385.062500 Penalty: 3789.023926
	Iteration 28Q: 3 clusters Score -258385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -258388.812500 Penalty: 3789.023926
	Iteration 29Q: 3 clusters Score -258388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -258392.953125 Penalty: 3789.023926
	Iteration 30Q: 3 clusters Score -258393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -258394.843750 Penalty: 3789.023926
	Iteration 31Q: 3 clusters Score -258394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -258395.531250 Penalty: 3789.023926
	Iteration 32Q: 3 clusters Score -258395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -258396.171875 Penalty: 3789.023926
	Iteration 33Q: 3 clusters Score -258396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -258396.671875 Penalty: 3789.023926
	Iteration 34Q: 3 clusters Score -258396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258396.875000 Penalty: 3789.023926
	Iteration 35Q: 3 clusters Score -258396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258396.875000 Penalty: 3789.023926
	Iteration 36F: 3 clusters Score -258396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -1044465.375000 Penalty: 2235.914551
	Iteration 0F: 2 clusters Score -1044465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1037938.000000 Penalty: 4471.829102
	Iteration 0F: 3 clusters Score -1037938 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1039630.437500 Penalty: 4471.829102
	Iteration 1F: 3 clusters Score -1039630 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1039891.937500 Penalty: 4471.829102
	Iteration 2F: 3 clusters Score -1039892 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1040081.062500 Penalty: 4471.829102
	Iteration 3Q: 3 clusters Score -1040081 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1040257.125000 Penalty: 4471.829102
	Iteration 4Q: 3 clusters Score -1040257 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1040427.437500 Penalty: 4471.829102
	Iteration 5Q: 3 clusters Score -1040427 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1040637.500000 Penalty: 4471.829102
	Iteration 6Q: 3 clusters Score -1040638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1040855.812500 Penalty: 4471.829102
	Iteration 7Q: 3 clusters Score -1040856 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1041086.000000 Penalty: 4471.829102
	Iteration 8Q: 3 clusters Score -1041086 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1041331.687500 Penalty: 4471.829102
	Iteration 9Q: 3 clusters Score -1041332 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1041562.937500 Penalty: 4471.829102
	Iteration 10Q: 3 clusters Score -1041563 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1041792.500000 Penalty: 4471.829102
	Iteration 11Q: 3 clusters Score -1041792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1042026.187500 Penalty: 4471.829102
	Iteration 12Q: 3 clusters Score -1042026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1042293.937500 Penalty: 4471.829102
	Iteration 13Q: 3 clusters Score -1042294 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1042565.187500 Penalty: 4471.829102
	Iteration 14Q: 3 clusters Score -1042565 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1042779.125000 Penalty: 4471.829102
	Iteration 15Q: 3 clusters Score -1042779 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1042930.625000 Penalty: 4471.829102
	Iteration 16Q: 3 clusters Score -1042931 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1043030.750000 Penalty: 4471.829102
	Iteration 17Q: 3 clusters Score -1043031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1043069.562500 Penalty: 4471.829102
	Iteration 18Q: 3 clusters Score -1043070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1043080.062500 Penalty: 4471.829102
	Iteration 19Q: 3 clusters Score -1043080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1043088.750000 Penalty: 4471.829102
	Iteration 20F: 3 clusters Score -1043089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1043096.687500 Penalty: 4471.829102
	Iteration 21Q: 3 clusters Score -1043097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1043098.250000 Penalty: 4471.829102
	Iteration 22Q: 3 clusters Score -1043098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1043100.562500 Penalty: 4471.829102
	Iteration 23Q: 3 clusters Score -1043101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1043103.000000 Penalty: 4471.829102
	Iteration 24Q: 3 clusters Score -1043103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1043103.875000 Penalty: 4471.829102
	Iteration 25Q: 3 clusters Score -1043104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1043104.625000 Penalty: 4471.829102
	Iteration 26Q: 3 clusters Score -1043105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1043105.000000 Penalty: 4471.829102
	Iteration 27Q: 3 clusters Score -1043105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1043106.250000 Penalty: 4471.829102
	Iteration 28Q: 3 clusters Score -1043106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1043107.250000 Penalty: 4471.829102
	Iteration 29Q: 3 clusters Score -1043107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1043107.187500 Penalty: 4471.829102
	Iteration 30Q: 3 clusters Score -1043107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1043109.250000 Penalty: 4471.829102
	Iteration 31Q: 3 clusters Score -1043109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1043110.812500 Penalty: 4471.829102
	Iteration 32Q: 3 clusters Score -1043111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1043111.562500 Penalty: 4471.829102
	Iteration 33Q: 3 clusters Score -1043112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1043113.312500 Penalty: 4471.829102
	Iteration 34Q: 3 clusters Score -1043113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1043112.437500 Penalty: 4471.829102
	Iteration 35Q: 3 clusters Score -1043112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1043113.000000 Penalty: 4471.829102
	Iteration 36Q: 3 clusters Score -1043113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1043113.000000 Penalty: 4471.829102
	Iteration 37F: 3 clusters Score -1043113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -112962.015625 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -112962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111088.359375 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -111088.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111355.914062 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -111355.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111426.054688 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -111426.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111456.023438 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -111456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111470.835938 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -111470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111480.132812 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -111480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111487.000000 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -111487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111490.031250 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -111490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111492.367188 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -111492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111493.140625 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -111493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111493.929688 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -111493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111493.929688 Penalty: 3385.428223
	Iteration 11F: 3 clusters Score -111493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Entering Unmasked Estep 
Score: -12996899.000000 Penalty: 2857.979980
	Iteration 0F: 2 clusters Score -1.29969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -12929276.000000 Penalty: 5715.959961
	Iteration 0F: 3 clusters Score -1.292928e+07 nChanged 47767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -12956661.000000 Penalty: 5715.959961
	Iteration 1F: 3 clusters Score -1.295666e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -12957584.000000 Penalty: 5715.959961
	Iteration 2Q: 3 clusters Score -1.295758e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -12958956.000000 Penalty: 5715.959961
	Iteration 3Q: 3 clusters Score -1.295896e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -12961228.000000 Penalty: 5715.959961
	Iteration 4Q: 3 clusters Score -1.296123e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -12965574.000000 Penalty: 5715.959961
	Iteration 5F: 3 clusters Score -1.296557e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -12972707.000000 Penalty: 5715.959961
	Iteration 6F: 3 clusters Score -1.297271e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -12981920.000000 Penalty: 5715.959961
	Iteration 7F: 3 clusters Score -1.298192e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -12989302.000000 Penalty: 5715.959961
	Iteration 8F: 3 clusters Score -1.29893e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12992725.000000 Penalty: 5715.959961
	Iteration 9Q: 3 clusters Score -1.299272e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12993785.000000 Penalty: 5715.959961
	Iteration 10Q: 3 clusters Score -1.299378e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12994127.000000 Penalty: 5715.959961
	Iteration 11Q: 3 clusters Score -1.299413e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12994252.000000 Penalty: 5715.959961
	Iteration 12Q: 3 clusters Score -1.299425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12994297.000000 Penalty: 5715.959961
	Iteration 13Q: 3 clusters Score -1.29943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12994317.000000 Penalty: 5715.959961
	Iteration 14Q: 3 clusters Score -1.299432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12994333.000000 Penalty: 5715.959961
	Iteration 15Q: 3 clusters Score -1.299433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12994352.000000 Penalty: 5715.959961
	Iteration 16Q: 3 clusters Score -1.299435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12994374.000000 Penalty: 5715.959961
	Iteration 17Q: 3 clusters Score -1.299437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12994381.000000 Penalty: 5715.959961
	Iteration 18Q: 3 clusters Score -1.299438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12994381.000000 Penalty: 5715.959961
	Iteration 19Q: 3 clusters Score -1.299438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12994381.000000 Penalty: 5715.959961
	Iteration 20F: 3 clusters Score -1.299438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 93391 members 
Mstep: Class 3 contains 52756 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292693 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159693 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74098 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100328.000000 Penalty: 78356.250000
Iteration 319Q: 24 clusters Score -1.161003e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 93387 members 
Mstep: Class 3 contains 52752 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21930 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292698 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159698 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74093 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100312.000000 Penalty: 78356.250000
Iteration 320F: 24 clusters Score -1.161003e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 93384 members 
Mstep: Class 3 contains 52748 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21931 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292703 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159699 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74087 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100272.000000 Penalty: 78356.250000
Iteration 321Q: 24 clusters Score -1.161003e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93379 members 
Mstep: Class 3 contains 52746 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292707 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159705 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74085 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100304.000000 Penalty: 78356.250000
Iteration 322Q: 24 clusters Score -1.161003e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93372 members 
Mstep: Class 3 contains 52743 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292712 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159712 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74082 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100328.000000 Penalty: 78356.250000
Iteration 323Q: 24 clusters Score -1.161003e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 93369 members 
Mstep: Class 3 contains 52742 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292718 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159723 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74077 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100336.000000 Penalty: 78356.250000
Iteration 324Q: 24 clusters Score -1.161003e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 93367 members 
Mstep: Class 3 contains 52740 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292722 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159731 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74075 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100376.000000 Penalty: 78356.250000
Iteration 325Q: 24 clusters Score -1.161004e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93364 members 
Mstep: Class 3 contains 52736 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292736 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159743 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74068 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100312.000000 Penalty: 78356.250000
Iteration 326Q: 24 clusters Score -1.161003e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93358 members 
Mstep: Class 3 contains 52730 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292747 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17792 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159752 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74062 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100312.000000 Penalty: 78356.250000
Iteration 327Q: 24 clusters Score -1.161003e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93353 members 
Mstep: Class 3 contains 52723 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292752 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17794 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159757 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74059 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8233 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100280.000000 Penalty: 78356.250000
Iteration 328Q: 24 clusters Score -1.161003e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93347 members 
Mstep: Class 3 contains 52715 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292755 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22897 members 
Mstep: Class 12 contains 17794 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159759 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74058 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8235 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100264.000000 Penalty: 78356.250000
Iteration 329Q: 24 clusters Score -1.161003e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 93340 members 
Mstep: Class 3 contains 52711 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292764 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17796 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159765 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74053 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100320.000000 Penalty: 78356.250000
Iteration 330Q: 24 clusters Score -1.161003e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93336 members 
Mstep: Class 3 contains 52707 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292775 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17796 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159772 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74046 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100328.000000 Penalty: 78356.250000
Iteration 331Q: 24 clusters Score -1.161003e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 93329 members 
Mstep: Class 3 contains 52702 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292779 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22897 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159781 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74040 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100288.000000 Penalty: 78356.250000
Iteration 332Q: 24 clusters Score -1.161003e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 93315 members 
Mstep: Class 3 contains 52699 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292790 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22896 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159781 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74036 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100240.000000 Penalty: 78356.250000
Iteration 333Q: 24 clusters Score -1.161002e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 93308 members 
Mstep: Class 3 contains 52696 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292797 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159783 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74033 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100288.000000 Penalty: 78356.250000
Iteration 334Q: 24 clusters Score -1.161003e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 93294 members 
Mstep: Class 3 contains 52698 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292810 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159785 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74029 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100336.000000 Penalty: 78356.250000
Iteration 335Q: 24 clusters Score -1.161003e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 93283 members 
Mstep: Class 3 contains 52697 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21931 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292822 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159788 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74027 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100320.000000 Penalty: 78356.250000
Iteration 336Q: 24 clusters Score -1.161003e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 93276 members 
Mstep: Class 3 contains 52694 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292833 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159796 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100272.000000 Penalty: 78356.250000
Iteration 337Q: 24 clusters Score -1.161003e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93265 members 
Mstep: Class 3 contains 52691 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292842 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159800 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100256.000000 Penalty: 78356.250000
Iteration 338Q: 24 clusters Score -1.161003e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93257 members 
Mstep: Class 3 contains 52689 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292847 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17798 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159803 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100240.000000 Penalty: 78356.250000
Iteration 339Q: 24 clusters Score -1.161002e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93251 members 
Mstep: Class 3 contains 52685 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292854 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159807 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100288.000000 Penalty: 78356.250000
Iteration 340F: 24 clusters Score -1.161003e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93246 members 
Mstep: Class 3 contains 52682 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292858 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159811 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100240.000000 Penalty: 78356.250000
Iteration 341Q: 24 clusters Score -1.161002e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93240 members 
Mstep: Class 3 contains 52681 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292862 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159817 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74024 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100192.000000 Penalty: 78356.250000
Iteration 342Q: 24 clusters Score -1.161002e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93236 members 
Mstep: Class 3 contains 52678 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292866 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159823 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74022 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100208.000000 Penalty: 78356.250000
Iteration 343Q: 24 clusters Score -1.161002e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93228 members 
Mstep: Class 3 contains 52676 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21937 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292871 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159829 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100192.000000 Penalty: 78356.250000
Iteration 344Q: 24 clusters Score -1.161002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93218 members 
Mstep: Class 3 contains 52675 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292875 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159832 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74024 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100160.000000 Penalty: 78356.250000
Iteration 345Q: 24 clusters Score -1.161002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93212 members 
Mstep: Class 3 contains 52674 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292879 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159836 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100208.000000 Penalty: 78356.250000
Iteration 346Q: 24 clusters Score -1.161002e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93208 members 
Mstep: Class 3 contains 52674 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292879 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159838 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100160.000000 Penalty: 78356.250000
Iteration 347Q: 24 clusters Score -1.161002e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93203 members 
Mstep: Class 3 contains 52674 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292876 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159842 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74024 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100176.000000 Penalty: 78356.250000
Iteration 348Q: 24 clusters Score -1.161002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93200 members 
Mstep: Class 3 contains 52672 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292876 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159845 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74024 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100168.000000 Penalty: 78356.250000
Iteration 349Q: 24 clusters Score -1.161002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 52670 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292882 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159847 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 350Q: 24 clusters Score -1.161001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 52669 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292887 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17802 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159847 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74022 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100136.000000 Penalty: 78356.250000
Iteration 351Q: 24 clusters Score -1.161001e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93186 members 
Mstep: Class 3 contains 52667 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292892 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17803 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159847 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74021 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 352Q: 24 clusters Score -1.161001e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93184 members 
Mstep: Class 3 contains 52662 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292897 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17805 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159850 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74021 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 353Q: 24 clusters Score -1.161001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93178 members 
Mstep: Class 3 contains 52660 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292905 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159854 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74019 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 354Q: 24 clusters Score -1.161001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93175 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292910 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17806 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159857 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74019 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 355Q: 24 clusters Score -1.161001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93174 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292908 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159862 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74019 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 101119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 356Q: 24 clusters Score -1.161001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93174 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292908 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159868 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74020 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100120.000000 Penalty: 78356.250000
Iteration 357Q: 24 clusters Score -1.161001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93174 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292905 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159874 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74020 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 358Q: 24 clusters Score -1.161001e+08 nChanged 12
Entering ConstructFrom: 
Score: -116100096.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Entering Unmasked Estep 
Score: -1371252.750000 Penalty: 2316.289307
	Iteration 0F: 2 clusters Score -1371253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1362656.375000 Penalty: 4632.578613
	Iteration 0F: 3 clusters Score -1362656 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1365169.750000 Penalty: 4632.578613
	Iteration 1F: 3 clusters Score -1365170 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1365479.875000 Penalty: 4632.578613
	Iteration 2F: 3 clusters Score -1365480 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1365709.625000 Penalty: 4632.578613
	Iteration 3Q: 3 clusters Score -1365710 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1365898.500000 Penalty: 4632.578613
	Iteration 4Q: 3 clusters Score -1365898 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1366060.875000 Penalty: 4632.578613
	Iteration 5Q: 3 clusters Score -1366061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1366227.750000 Penalty: 4632.578613
	Iteration 6Q: 3 clusters Score -1366228 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1366414.500000 Penalty: 4632.578613
	Iteration 7Q: 3 clusters Score -1366414 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1366634.875000 Penalty: 4632.578613
	Iteration 8Q: 3 clusters Score -1366635 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1366939.000000 Penalty: 4632.578613
	Iteration 9Q: 3 clusters Score -1366939 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1367310.125000 Penalty: 4632.578613
	Iteration 10Q: 3 clusters Score -1367310 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1367722.500000 Penalty: 4632.578613
	Iteration 11F: 3 clusters Score -1367722 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1368168.875000 Penalty: 4632.578613
	Iteration 12F: 3 clusters Score -1368169 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1368624.125000 Penalty: 4632.578613
	Iteration 13F: 3 clusters Score -1368624 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1369025.250000 Penalty: 4632.578613
	Iteration 14Q: 3 clusters Score -1369025 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1369298.625000 Penalty: 4632.578613
	Iteration 15Q: 3 clusters Score -1369299 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1369479.375000 Penalty: 4632.578613
	Iteration 16Q: 3 clusters Score -1369479 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1369590.500000 Penalty: 4632.578613
	Iteration 17Q: 3 clusters Score -1369590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1369652.625000 Penalty: 4632.578613
	Iteration 18Q: 3 clusters Score -1369653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1369689.625000 Penalty: 4632.578613
	Iteration 19Q: 3 clusters Score -1369690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1369708.375000 Penalty: 4632.578613
	Iteration 20F: 3 clusters Score -1369708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1369711.750000 Penalty: 4632.578613
	Iteration 21Q: 3 clusters Score -1369712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1369725.750000 Penalty: 4632.578613
	Iteration 22Q: 3 clusters Score -1369726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1369736.750000 Penalty: 4632.578613
	Iteration 23Q: 3 clusters Score -1369737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1369742.250000 Penalty: 4632.578613
	Iteration 24Q: 3 clusters Score -1369742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1369747.000000 Penalty: 4632.578613
	Iteration 25Q: 3 clusters Score -1369747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1369751.750000 Penalty: 4632.578613
	Iteration 26Q: 3 clusters Score -1369752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1369756.500000 Penalty: 4632.578613
	Iteration 27Q: 3 clusters Score -1369756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1369758.875000 Penalty: 4632.578613
	Iteration 28Q: 3 clusters Score -1369759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1369759.875000 Penalty: 4632.578613
	Iteration 29Q: 3 clusters Score -1369760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1369760.500000 Penalty: 4632.578613
	Iteration 30Q: 3 clusters Score -1369760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1369760.125000 Penalty: 4632.578613
	Iteration 31Q: 3 clusters Score -1369760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1369761.750000 Penalty: 4632.578613
	Iteration 32Q: 3 clusters Score -1369762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1369764.250000 Penalty: 4632.578613
	Iteration 33Q: 3 clusters Score -1369764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1369769.750000 Penalty: 4632.578613
	Iteration 34Q: 3 clusters Score -1369770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1369776.000000 Penalty: 4632.578613
	Iteration 35Q: 3 clusters Score -1369776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1369779.250000 Penalty: 4632.578613
	Iteration 36Q: 3 clusters Score -1369779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1369778.625000 Penalty: 4632.578613
	Iteration 37Q: 3 clusters Score -1369779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1369778.750000 Penalty: 4632.578613
	Iteration 38Q: 3 clusters Score -1369779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1369779.875000 Penalty: 4632.578613
	Iteration 39Q: 3 clusters Score -1369780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1369778.750000 Penalty: 4632.578613
	Iteration 40F: 3 clusters Score -1369779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1369779.875000 Penalty: 4632.578613
	Iteration 41Q: 3 clusters Score -1369780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1369782.125000 Penalty: 4632.578613
	Iteration 42Q: 3 clusters Score -1369782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1369782.125000 Penalty: 4632.578613
	Iteration 43F: 3 clusters Score -1369782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Entering Unmasked Estep 
Score: -11980779.000000 Penalty: 2837.666260
	Iteration 0F: 2 clusters Score -1.198078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -11918371.000000 Penalty: 5675.332520
	Iteration 0F: 3 clusters Score -1.191837e+07 nChanged 43815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -11944139.000000 Penalty: 5675.332520
	Iteration 1F: 3 clusters Score -1.194414e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -11945657.000000 Penalty: 5675.332520
	Iteration 2Q: 3 clusters Score -1.194566e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -11947848.000000 Penalty: 5675.332520
	Iteration 3F: 3 clusters Score -1.194785e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -11951601.000000 Penalty: 5675.332520
	Iteration 4F: 3 clusters Score -1.19516e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -11957302.000000 Penalty: 5675.332520
	Iteration 5F: 3 clusters Score -1.19573e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -11964111.000000 Penalty: 5675.332520
	Iteration 6F: 3 clusters Score -1.196411e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -11970132.000000 Penalty: 5675.332520
	Iteration 7F: 3 clusters Score -1.197013e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -11973406.000000 Penalty: 5675.332520
	Iteration 8Q: 3 clusters Score -1.197341e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -11974815.000000 Penalty: 5675.332520
	Iteration 9Q: 3 clusters Score -1.197482e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -11975492.000000 Penalty: 5675.332520
	Iteration 10Q: 3 clusters Score -1.197549e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -11975923.000000 Penalty: 5675.332520
	Iteration 11Q: 3 clusters Score -1.197592e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -11976288.000000 Penalty: 5675.332520
	Iteration 12Q: 3 clusters Score -1.197629e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -11976625.000000 Penalty: 5675.332520
	Iteration 13Q: 3 clusters Score -1.197662e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -11976851.000000 Penalty: 5675.332520
	Iteration 14Q: 3 clusters Score -1.197685e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -11977049.000000 Penalty: 5675.332520
	Iteration 15Q: 3 clusters Score -1.197705e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -11977291.000000 Penalty: 5675.332520
	Iteration 16Q: 3 clusters Score -1.197729e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -11977468.000000 Penalty: 5675.332520
	Iteration 17Q: 3 clusters Score -1.197747e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -11977662.000000 Penalty: 5675.332520
	Iteration 18Q: 3 clusters Score -1.197766e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -11977809.000000 Penalty: 5675.332520
	Iteration 19Q: 3 clusters Score -1.197781e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -11977936.000000 Penalty: 5675.332520
	Iteration 20F: 3 clusters Score -1.197794e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -11978038.000000 Penalty: 5675.332520
	Iteration 21Q: 3 clusters Score -1.197804e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -11978142.000000 Penalty: 5675.332520
	Iteration 22Q: 3 clusters Score -1.197814e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -11978253.000000 Penalty: 5675.332520
	Iteration 23Q: 3 clusters Score -1.197825e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -11978312.000000 Penalty: 5675.332520
	Iteration 24Q: 3 clusters Score -1.197831e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -11978388.000000 Penalty: 5675.332520
	Iteration 25Q: 3 clusters Score -1.197839e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -11978493.000000 Penalty: 5675.332520
	Iteration 26Q: 3 clusters Score -1.197849e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11978525.000000 Penalty: 5675.332520
	Iteration 27Q: 3 clusters Score -1.197852e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -11978531.000000 Penalty: 5675.332520
	Iteration 28Q: 3 clusters Score -1.197853e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -11978567.000000 Penalty: 5675.332520
	Iteration 29Q: 3 clusters Score -1.197857e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -11978590.000000 Penalty: 5675.332520
	Iteration 30Q: 3 clusters Score -1.197859e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -11978613.000000 Penalty: 5675.332520
	Iteration 31Q: 3 clusters Score -1.197861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -11978629.000000 Penalty: 5675.332520
	Iteration 32Q: 3 clusters Score -1.197863e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -11978629.000000 Penalty: 5675.332520
	Iteration 33Q: 3 clusters Score -1.197863e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -11978670.000000 Penalty: 5675.332520
	Iteration 34Q: 3 clusters Score -1.197867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -11978689.000000 Penalty: 5675.332520
	Iteration 35Q: 3 clusters Score -1.197869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -11978704.000000 Penalty: 5675.332520
	Iteration 36Q: 3 clusters Score -1.19787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -11978701.000000 Penalty: 5675.332520
	Iteration 37Q: 3 clusters Score -1.19787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -11978696.000000 Penalty: 5675.332520
	Iteration 38Q: 3 clusters Score -1.19787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -11978706.000000 Penalty: 5675.332520
	Iteration 39Q: 3 clusters Score -1.197871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -11978713.000000 Penalty: 5675.332520
	Iteration 40F: 3 clusters Score -1.197871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -11978707.000000 Penalty: 5675.332520
	Iteration 41Q: 3 clusters Score -1.197871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11978714.000000 Penalty: 5675.332520
	Iteration 42Q: 3 clusters Score -1.197871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11978703.000000 Penalty: 5675.332520
	Iteration 43Q: 3 clusters Score -1.19787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -11978734.000000 Penalty: 5675.332520
	Iteration 44Q: 3 clusters Score -1.197873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 91152 members 
Entering Unmasked Estep 
Score: -11978720.000000 Penalty: 5675.332520
	Iteration 45Q: 3 clusters Score -1.197872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -11978725.000000 Penalty: 5675.332520
	Iteration 46Q: 3 clusters Score -1.197872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -11978732.000000 Penalty: 5675.332520
	Iteration 47Q: 3 clusters Score -1.197873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -11978761.000000 Penalty: 5675.332520
	Iteration 48Q: 3 clusters Score -1.197876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -11978751.000000 Penalty: 5675.332520
	Iteration 49Q: 3 clusters Score -1.197875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -11978759.000000 Penalty: 5675.332520
	Iteration 50Q: 3 clusters Score -1.197876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -11978759.000000 Penalty: 5675.332520
	Iteration 51Q: 3 clusters Score -1.197876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -11978786.000000 Penalty: 5675.332520
	Iteration 52Q: 3 clusters Score -1.197879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -11978796.000000 Penalty: 5675.332520
	Iteration 53Q: 3 clusters Score -1.19788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -11978819.000000 Penalty: 5675.332520
	Iteration 54Q: 3 clusters Score -1.197882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -11978825.000000 Penalty: 5675.332520
	Iteration 55Q: 3 clusters Score -1.197882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -11978820.000000 Penalty: 5675.332520
	Iteration 56Q: 3 clusters Score -1.197882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -11978813.000000 Penalty: 5675.332520
	Iteration 57Q: 3 clusters Score -1.197881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -11978813.000000 Penalty: 5675.332520
	Iteration 58Q: 3 clusters Score -1.197881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -11978814.000000 Penalty: 5675.332520
	Iteration 59Q: 3 clusters Score -1.197881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -11978806.000000 Penalty: 5675.332520
	Iteration 60F: 3 clusters Score -1.197881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -11978804.000000 Penalty: 5675.332520
	Iteration 61Q: 3 clusters Score -1.19788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -11978808.000000 Penalty: 5675.332520
	Iteration 62Q: 3 clusters Score -1.197881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -11978807.000000 Penalty: 5675.332520
	Iteration 63Q: 3 clusters Score -1.197881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -11978806.000000 Penalty: 5675.332520
	Iteration 64Q: 3 clusters Score -1.197881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -11978814.000000 Penalty: 5675.332520
	Iteration 65Q: 3 clusters Score -1.197881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -11978802.000000 Penalty: 5675.332520
	Iteration 66Q: 3 clusters Score -1.19788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -11978801.000000 Penalty: 5675.332520
	Iteration 67Q: 3 clusters Score -1.19788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -11978800.000000 Penalty: 5675.332520
	Iteration 68Q: 3 clusters Score -1.19788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -11978817.000000 Penalty: 5675.332520
	Iteration 69Q: 3 clusters Score -1.197882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -11978821.000000 Penalty: 5675.332520
	Iteration 70Q: 3 clusters Score -1.197882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11978829.000000 Penalty: 5675.332520
	Iteration 71Q: 3 clusters Score -1.197883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -11978832.000000 Penalty: 5675.332520
	Iteration 72Q: 3 clusters Score -1.197883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -11978829.000000 Penalty: 5675.332520
	Iteration 73Q: 3 clusters Score -1.197883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -11978841.000000 Penalty: 5675.332520
	Iteration 74Q: 3 clusters Score -1.197884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -11978850.000000 Penalty: 5675.332520
	Iteration 75Q: 3 clusters Score -1.197885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -11978846.000000 Penalty: 5675.332520
	Iteration 76Q: 3 clusters Score -1.197885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -11978854.000000 Penalty: 5675.332520
	Iteration 77Q: 3 clusters Score -1.197885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -11978855.000000 Penalty: 5675.332520
	Iteration 78Q: 3 clusters Score -1.197886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -11978859.000000 Penalty: 5675.332520
	Iteration 79Q: 3 clusters Score -1.197886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -11978853.000000 Penalty: 5675.332520
	Iteration 80F: 3 clusters Score -1.197885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Entering Unmasked Estep 
Score: -6794339.000000 Penalty: 2696.135986
	Iteration 0F: 2 clusters Score -6794339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6758839.000000 Penalty: 5392.271973
	Iteration 0F: 3 clusters Score -6758839 nChanged 24666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -6772627.000000 Penalty: 5392.271973
	Iteration 1F: 3 clusters Score -6772627 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6773277.000000 Penalty: 5392.271973
	Iteration 2Q: 3 clusters Score -6773277 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6774148.500000 Penalty: 5392.271973
	Iteration 3Q: 3 clusters Score -6774148 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6775365.000000 Penalty: 5392.271973
	Iteration 4Q: 3 clusters Score -6775365 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -6777033.000000 Penalty: 5392.271973
	Iteration 5F: 3 clusters Score -6777033 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -6779218.500000 Penalty: 5392.271973
	Iteration 6F: 3 clusters Score -6779218 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -6781754.500000 Penalty: 5392.271973
	Iteration 7F: 3 clusters Score -6781754 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6784069.000000 Penalty: 5392.271973
	Iteration 8F: 3 clusters Score -6784069 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -6785911.500000 Penalty: 5392.271973
	Iteration 9F: 3 clusters Score -6785912 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6787198.500000 Penalty: 5392.271973
	Iteration 10Q: 3 clusters Score -6787198 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -6788173.500000 Penalty: 5392.271973
	Iteration 11Q: 3 clusters Score -6788174 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -6788997.500000 Penalty: 5392.271973
	Iteration 12Q: 3 clusters Score -6788998 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -6789644.000000 Penalty: 5392.271973
	Iteration 13Q: 3 clusters Score -6789644 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -6790100.500000 Penalty: 5392.271973
	Iteration 14Q: 3 clusters Score -6790100 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -6790369.500000 Penalty: 5392.271973
	Iteration 15Q: 3 clusters Score -6790370 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6790504.000000 Penalty: 5392.271973
	Iteration 16Q: 3 clusters Score -6790504 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -6790634.500000 Penalty: 5392.271973
	Iteration 17Q: 3 clusters Score -6790634 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -6790700.000000 Penalty: 5392.271973
	Iteration 18Q: 3 clusters Score -6790700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -6790810.000000 Penalty: 5392.271973
	Iteration 19Q: 3 clusters Score -6790810 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6790869.000000 Penalty: 5392.271973
	Iteration 20F: 3 clusters Score -6790869 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6790937.000000 Penalty: 5392.271973
	Iteration 21Q: 3 clusters Score -6790937 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -6790991.500000 Penalty: 5392.271973
	Iteration 22Q: 3 clusters Score -6790992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6791045.000000 Penalty: 5392.271973
	Iteration 23Q: 3 clusters Score -6791045 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6791108.000000 Penalty: 5392.271973
	Iteration 24Q: 3 clusters Score -6791108 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6791152.000000 Penalty: 5392.271973
	Iteration 25Q: 3 clusters Score -6791152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -6791198.000000 Penalty: 5392.271973
	Iteration 26Q: 3 clusters Score -6791198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -6791232.000000 Penalty: 5392.271973
	Iteration 27Q: 3 clusters Score -6791232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -6791276.000000 Penalty: 5392.271973
	Iteration 28Q: 3 clusters Score -6791276 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6791308.500000 Penalty: 5392.271973
	Iteration 29Q: 3 clusters Score -6791308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6791364.000000 Penalty: 5392.271973
	Iteration 30Q: 3 clusters Score -6791364 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -6791406.000000 Penalty: 5392.271973
	Iteration 31Q: 3 clusters Score -6791406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6791465.000000 Penalty: 5392.271973
	Iteration 32Q: 3 clusters Score -6791465 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6791502.000000 Penalty: 5392.271973
	Iteration 33Q: 3 clusters Score -6791502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6791524.500000 Penalty: 5392.271973
	Iteration 34Q: 3 clusters Score -6791524 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6791546.000000 Penalty: 5392.271973
	Iteration 35Q: 3 clusters Score -6791546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6791582.500000 Penalty: 5392.271973
	Iteration 36Q: 3 clusters Score -6791582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6791624.000000 Penalty: 5392.271973
	Iteration 37Q: 3 clusters Score -6791624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6791639.000000 Penalty: 5392.271973
	Iteration 38Q: 3 clusters Score -6791639 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6791683.500000 Penalty: 5392.271973
	Iteration 39Q: 3 clusters Score -6791684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6791712.000000 Penalty: 5392.271973
	Iteration 40F: 3 clusters Score -6791712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6791730.500000 Penalty: 5392.271973
	Iteration 41Q: 3 clusters Score -6791730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6791747.500000 Penalty: 5392.271973
	Iteration 42Q: 3 clusters Score -6791748 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6791762.000000 Penalty: 5392.271973
	Iteration 43Q: 3 clusters Score -6791762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6791793.000000 Penalty: 5392.271973
	Iteration 44Q: 3 clusters Score -6791793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6791829.000000 Penalty: 5392.271973
	Iteration 45Q: 3 clusters Score -6791829 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6791849.500000 Penalty: 5392.271973
	Iteration 46Q: 3 clusters Score -6791850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6791861.000000 Penalty: 5392.271973
	Iteration 47Q: 3 clusters Score -6791861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6791871.500000 Penalty: 5392.271973
	Iteration 48Q: 3 clusters Score -6791872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6791872.500000 Penalty: 5392.271973
	Iteration 49Q: 3 clusters Score -6791872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6791901.000000 Penalty: 5392.271973
	Iteration 50Q: 3 clusters Score -6791901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6791913.500000 Penalty: 5392.271973
	Iteration 51Q: 3 clusters Score -6791914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6791923.500000 Penalty: 5392.271973
	Iteration 52Q: 3 clusters Score -6791924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6791925.000000 Penalty: 5392.271973
	Iteration 53Q: 3 clusters Score -6791925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6791940.000000 Penalty: 5392.271973
	Iteration 54Q: 3 clusters Score -6791940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6791949.000000 Penalty: 5392.271973
	Iteration 55Q: 3 clusters Score -6791949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6791959.500000 Penalty: 5392.271973
	Iteration 56Q: 3 clusters Score -6791960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6791960.000000 Penalty: 5392.271973
	Iteration 57Q: 3 clusters Score -6791960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6791967.000000 Penalty: 5392.271973
	Iteration 58Q: 3 clusters Score -6791967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6791974.500000 Penalty: 5392.271973
	Iteration 59Q: 3 clusters Score -6791974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6791973.500000 Penalty: 5392.271973
	Iteration 60F: 3 clusters Score -6791974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6791980.500000 Penalty: 5392.271973
	Iteration 61Q: 3 clusters Score -6791980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6791982.500000 Penalty: 5392.271973
	Iteration 62Q: 3 clusters Score -6791982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6791982.000000 Penalty: 5392.271973
	Iteration 63Q: 3 clusters Score -6791982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6791982.500000 Penalty: 5392.271973
	Iteration 64Q: 3 clusters Score -6791982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6791980.000000 Penalty: 5392.271973
	Iteration 65Q: 3 clusters Score -6791980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6791978.500000 Penalty: 5392.271973
	Iteration 66Q: 3 clusters Score -6791978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6791981.500000 Penalty: 5392.271973
	Iteration 67Q: 3 clusters Score -6791982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6791987.000000 Penalty: 5392.271973
	Iteration 68Q: 3 clusters Score -6791987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6791981.000000 Penalty: 5392.271973
	Iteration 69Q: 3 clusters Score -6791981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6791983.500000 Penalty: 5392.271973
	Iteration 70Q: 3 clusters Score -6791984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6791985.000000 Penalty: 5392.271973
	Iteration 71Q: 3 clusters Score -6791985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6791995.500000 Penalty: 5392.271973
	Iteration 72Q: 3 clusters Score -6791996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6792000.500000 Penalty: 5392.271973
	Iteration 73Q: 3 clusters Score -6792000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6791997.000000 Penalty: 5392.271973
	Iteration 74Q: 3 clusters Score -6791997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6791991.000000 Penalty: 5392.271973
	Iteration 75Q: 3 clusters Score -6791991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6791996.000000 Penalty: 5392.271973
	Iteration 76Q: 3 clusters Score -6791996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6791994.000000 Penalty: 5392.271973
	Iteration 77Q: 3 clusters Score -6791994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6792004.000000 Penalty: 5392.271973
	Iteration 78Q: 3 clusters Score -6792004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6792005.500000 Penalty: 5392.271973
	Iteration 79Q: 3 clusters Score -6792006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6792006.500000 Penalty: 5392.271973
	Iteration 80F: 3 clusters Score -6792006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6792005.000000 Penalty: 5392.271973
	Iteration 81Q: 3 clusters Score -6792005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6792000.500000 Penalty: 5392.271973
	Iteration 82Q: 3 clusters Score -6792000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6792000.000000 Penalty: 5392.271973
	Iteration 83Q: 3 clusters Score -6792000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6792000.000000 Penalty: 5392.271973
	Iteration 84F: 3 clusters Score -6792000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -619181.562500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -619181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -614728.000000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -614728 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -615769.687500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -615769.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -615986.875000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -615986.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616120.500000 Penalty: 4214.203613
	Iteration 3Q: 3 clusters Score -616120.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -616208.375000 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -616208.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616269.937500 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -616269.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -616319.625000 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -616319.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -616361.500000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -616361.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -616401.000000 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -616401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -616433.375000 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -616433.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616453.437500 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -616453.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616474.125000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -616474.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -616493.437500 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -616493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -616506.000000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -616506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -616519.375000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -616519.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -616531.875000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -616531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -616545.187500 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -616545.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -616555.000000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -616555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -616563.250000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -616563.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -616570.875000 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -616570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -616575.937500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -616575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -616580.062500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -616580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -616583.125000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -616583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -616586.937500 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -616586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -616590.125000 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -616590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -616596.437500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -616596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -616602.937500 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -616602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -616610.812500 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -616610.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -616621.375000 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -616621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -616631.562500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -616631.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -616643.687500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -616643.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -616659.000000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -616659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -616675.875000 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -616675.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -616695.000000 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -616695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -616714.375000 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -616714.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -616738.562500 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -616738.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -616762.187500 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -616762.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -616787.812500 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -616787.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -616815.062500 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -616815.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -616848.750000 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -616848.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -616883.375000 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -616883.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -616914.750000 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -616914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -616938.500000 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -616938.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -616961.750000 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -616961.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -616986.875000 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -616986.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -617009.250000 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -617009.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -617028.187500 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -617028.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -617047.687500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -617047.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -617066.312500 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -617066.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -617080.875000 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -617080.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -617090.812500 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -617090.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -617096.437500 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -617096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -617102.125000 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -617102.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -617103.937500 Penalty: 4214.203613
	Iteration 53Q: 3 clusters Score -617103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -617107.250000 Penalty: 4214.203613
	Iteration 54Q: 3 clusters Score -617107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -617111.250000 Penalty: 4214.203613
	Iteration 55Q: 3 clusters Score -617111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -617114.937500 Penalty: 4214.203613
	Iteration 56Q: 3 clusters Score -617114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -617117.125000 Penalty: 4214.203613
	Iteration 57Q: 3 clusters Score -617117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -617120.000000 Penalty: 4214.203613
	Iteration 58Q: 3 clusters Score -617120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -617122.625000 Penalty: 4214.203613
	Iteration 59Q: 3 clusters Score -617122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -617126.312500 Penalty: 4214.203613
	Iteration 60F: 3 clusters Score -617126.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -617132.000000 Penalty: 4214.203613
	Iteration 61Q: 3 clusters Score -617132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -617138.812500 Penalty: 4214.203613
	Iteration 62Q: 3 clusters Score -617138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -617143.062500 Penalty: 4214.203613
	Iteration 63Q: 3 clusters Score -617143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -617148.000000 Penalty: 4214.203613
	Iteration 64Q: 3 clusters Score -617148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -617157.000000 Penalty: 4214.203613
	Iteration 65Q: 3 clusters Score -617157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -617162.875000 Penalty: 4214.203613
	Iteration 66Q: 3 clusters Score -617162.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -617168.375000 Penalty: 4214.203613
	Iteration 67Q: 3 clusters Score -617168.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -617172.187500 Penalty: 4214.203613
	Iteration 68Q: 3 clusters Score -617172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -617174.812500 Penalty: 4214.203613
	Iteration 69Q: 3 clusters Score -617174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -617178.375000 Penalty: 4214.203613
	Iteration 70Q: 3 clusters Score -617178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -617181.625000 Penalty: 4214.203613
	Iteration 71Q: 3 clusters Score -617181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -617183.250000 Penalty: 4214.203613
	Iteration 72Q: 3 clusters Score -617183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -617183.250000 Penalty: 4214.203613
	Iteration 73Q: 3 clusters Score -617183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -617183.250000 Penalty: 4214.203613
	Iteration 74F: 3 clusters Score -617183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Entering Unmasked Estep 
Score: -2843021.250000 Penalty: 2479.047119
	Iteration 0F: 2 clusters Score -2843021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2827648.250000 Penalty: 4958.094238
	Iteration 0F: 3 clusters Score -2827648 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2832949.500000 Penalty: 4958.094238
	Iteration 1F: 3 clusters Score -2832950 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2833350.500000 Penalty: 4958.094238
	Iteration 2Q: 3 clusters Score -2833350 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2833715.750000 Penalty: 4958.094238
	Iteration 3Q: 3 clusters Score -2833716 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2834021.750000 Penalty: 4958.094238
	Iteration 4Q: 3 clusters Score -2834022 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2834318.000000 Penalty: 4958.094238
	Iteration 5Q: 3 clusters Score -2834318 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2834610.250000 Penalty: 4958.094238
	Iteration 6Q: 3 clusters Score -2834610 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2834898.250000 Penalty: 4958.094238
	Iteration 7Q: 3 clusters Score -2834898 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2835241.500000 Penalty: 4958.094238
	Iteration 8Q: 3 clusters Score -2835242 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2835639.750000 Penalty: 4958.094238
	Iteration 9Q: 3 clusters Score -2835640 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2836198.250000 Penalty: 4958.094238
	Iteration 10Q: 3 clusters Score -2836198 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2836854.500000 Penalty: 4958.094238
	Iteration 11Q: 3 clusters Score -2836854 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2837559.500000 Penalty: 4958.094238
	Iteration 12Q: 3 clusters Score -2837560 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2838139.750000 Penalty: 4958.094238
	Iteration 13Q: 3 clusters Score -2838140 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2838464.250000 Penalty: 4958.094238
	Iteration 14Q: 3 clusters Score -2838464 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2838643.500000 Penalty: 4958.094238
	Iteration 15Q: 3 clusters Score -2838644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2838790.500000 Penalty: 4958.094238
	Iteration 16Q: 3 clusters Score -2838790 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2838893.250000 Penalty: 4958.094238
	Iteration 17Q: 3 clusters Score -2838893 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2838970.250000 Penalty: 4958.094238
	Iteration 18Q: 3 clusters Score -2838970 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2839028.000000 Penalty: 4958.094238
	Iteration 19Q: 3 clusters Score -2839028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2839116.000000 Penalty: 4958.094238
	Iteration 20F: 3 clusters Score -2839116 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2839180.250000 Penalty: 4958.094238
	Iteration 21Q: 3 clusters Score -2839180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2839241.000000 Penalty: 4958.094238
	Iteration 22Q: 3 clusters Score -2839241 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2839278.000000 Penalty: 4958.094238
	Iteration 23Q: 3 clusters Score -2839278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2839334.250000 Penalty: 4958.094238
	Iteration 24Q: 3 clusters Score -2839334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2839386.500000 Penalty: 4958.094238
	Iteration 25Q: 3 clusters Score -2839386 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2839429.250000 Penalty: 4958.094238
	Iteration 26Q: 3 clusters Score -2839429 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2839488.750000 Penalty: 4958.094238
	Iteration 27Q: 3 clusters Score -2839489 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2839535.000000 Penalty: 4958.094238
	Iteration 28Q: 3 clusters Score -2839535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2839560.500000 Penalty: 4958.094238
	Iteration 29Q: 3 clusters Score -2839560 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2839596.250000 Penalty: 4958.094238
	Iteration 30Q: 3 clusters Score -2839596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2839636.500000 Penalty: 4958.094238
	Iteration 31Q: 3 clusters Score -2839636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2839657.750000 Penalty: 4958.094238
	Iteration 32Q: 3 clusters Score -2839658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2839685.250000 Penalty: 4958.094238
	Iteration 33Q: 3 clusters Score -2839685 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2839722.250000 Penalty: 4958.094238
	Iteration 34Q: 3 clusters Score -2839722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2839757.750000 Penalty: 4958.094238
	Iteration 35Q: 3 clusters Score -2839758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2839795.250000 Penalty: 4958.094238
	Iteration 36Q: 3 clusters Score -2839795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2839821.750000 Penalty: 4958.094238
	Iteration 37Q: 3 clusters Score -2839822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2839841.250000 Penalty: 4958.094238
	Iteration 38Q: 3 clusters Score -2839841 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2839874.250000 Penalty: 4958.094238
	Iteration 39Q: 3 clusters Score -2839874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2839908.500000 Penalty: 4958.094238
	Iteration 40F: 3 clusters Score -2839908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2839941.000000 Penalty: 4958.094238
	Iteration 41Q: 3 clusters Score -2839941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2839980.750000 Penalty: 4958.094238
	Iteration 42Q: 3 clusters Score -2839981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2840012.000000 Penalty: 4958.094238
	Iteration 43Q: 3 clusters Score -2840012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2840039.250000 Penalty: 4958.094238
	Iteration 44Q: 3 clusters Score -2840039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2840069.000000 Penalty: 4958.094238
	Iteration 45Q: 3 clusters Score -2840069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2840097.250000 Penalty: 4958.094238
	Iteration 46Q: 3 clusters Score -2840097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2840131.500000 Penalty: 4958.094238
	Iteration 47Q: 3 clusters Score -2840132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2840157.000000 Penalty: 4958.094238
	Iteration 48Q: 3 clusters Score -2840157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2840193.750000 Penalty: 4958.094238
	Iteration 49Q: 3 clusters Score -2840194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2840226.750000 Penalty: 4958.094238
	Iteration 50Q: 3 clusters Score -2840227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2840249.750000 Penalty: 4958.094238
	Iteration 51Q: 3 clusters Score -2840250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2840293.750000 Penalty: 4958.094238
	Iteration 52Q: 3 clusters Score -2840294 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2840310 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2840346 nChanged 108
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Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2840368 nChanged 102
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Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2840388 nChanged 96
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Mstep: Class 1 contains 18540 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2840409 nChanged 81
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Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2840428 nChanged 86
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Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2840488 nChanged 76
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Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2840513 nChanged 63
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Mstep: Class 1 contains 18930 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2840512 nChanged 49
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Mstep: Class 1 contains 18979 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2840521 nChanged 52
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2840541 nChanged 59
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2840539 nChanged 47
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Mstep: Class 1 contains 19137 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2840552 nChanged 50
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Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2840567 nChanged 52
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Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2840586 nChanged 53
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Mstep: Class 1 contains 19336 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2840608 nChanged 47
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Mstep: Class 1 contains 19381 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2840610 nChanged 31
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2840620 nChanged 31
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	Iteration 73Q: 3 clusters Score -2840632 nChanged 23
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2840631 nChanged 22
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2840642 nChanged 27
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Mstep: Class 1 contains 19513 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2840643 nChanged 27
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	Iteration 77Q: 3 clusters Score -2840657 nChanged 35
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2840665 nChanged 41
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2840672 nChanged 38
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Mstep: Class 1 contains 19652 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2840690 nChanged 34
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Mstep: Class 1 contains 19684 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2840693 nChanged 24
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Mstep: Class 1 contains 19706 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2840694 nChanged 26
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Mstep: Class 1 contains 19732 members 
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Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2840696 nChanged 29
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Mstep: Class 1 contains 19789 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2840699 nChanged 31
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Mstep: Class 1 contains 19818 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2840706 nChanged 24
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2840722 nChanged 16
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2840729 nChanged 19
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Mstep: Class 1 contains 19902 members 
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	Iteration 90Q: 3 clusters Score -2840739 nChanged 21
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Mstep: Class 1 contains 19923 members 
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	Iteration 91Q: 3 clusters Score -2840744 nChanged 21
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	Iteration 92Q: 3 clusters Score -2840753 nChanged 25
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2840764 nChanged 30
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Mstep: Class 1 contains 19997 members 
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	Iteration 94Q: 3 clusters Score -2840765 nChanged 19
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Mstep: Class 1 contains 20016 members 
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	Iteration 95Q: 3 clusters Score -2840768 nChanged 13
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Mstep: Class 1 contains 20027 members 
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	Iteration 96Q: 3 clusters Score -2840770 nChanged 6
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Mstep: Class 1 contains 20033 members 
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	Iteration 97Q: 3 clusters Score -2840767 nChanged 4
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Mstep: Class 1 contains 20037 members 
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	Iteration 98Q: 3 clusters Score -2840765 nChanged 7
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Mstep: Class 1 contains 20044 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2840764 nChanged 5
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Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2840763 nChanged 5
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Mstep: Class 1 contains 20054 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2840774 nChanged 3
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Mstep: Class 1 contains 20057 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2840768 nChanged 3
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	Iteration 103Q: 3 clusters Score -2840773 nChanged 4
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Entering Unmasked Estep 
Score: -2840776.750000 Penalty: 4958.094238
	Iteration 104Q: 3 clusters Score -2840777 nChanged 8
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Mstep: Class 1 contains 20072 members 
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	Iteration 105Q: 3 clusters Score -2840781 nChanged 8
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	Iteration 106Q: 3 clusters Score -2840779 nChanged 9
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	Iteration 107Q: 3 clusters Score -2840779 nChanged 6
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	Iteration 108Q: 3 clusters Score -2840778 nChanged 10
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	Iteration 109Q: 3 clusters Score -2840777 nChanged 11
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	Iteration 110Q: 3 clusters Score -2840778 nChanged 6
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Mstep: Class 1 contains 20122 members 
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	Iteration 111Q: 3 clusters Score -2840782 nChanged 6
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Mstep: Class 1 contains 20128 members 
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	Iteration 112Q: 3 clusters Score -2840789 nChanged 10
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Mstep: Class 1 contains 20138 members 
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	Iteration 113Q: 3 clusters Score -2840793 nChanged 5
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2840792 nChanged 9
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Mstep: Class 1 contains 20152 members 
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	Iteration 115Q: 3 clusters Score -2840793 nChanged 6
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2840795 nChanged 8
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2840796 nChanged 5
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	Iteration 118Q: 3 clusters Score -2840799 nChanged 7
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2840801 nChanged 6
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	Iteration 120F: 3 clusters Score -2840803 nChanged 5
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2840810 nChanged 5
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	Iteration 122Q: 3 clusters Score -2840808 nChanged 8
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Mstep: Class 1 contains 20198 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2840808 nChanged 10
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Mstep: Class 1 contains 20208 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2840815 nChanged 12
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Mstep: Class 1 contains 20220 members 
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	Iteration 125Q: 3 clusters Score -2840816 nChanged 9
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Mstep: Class 1 contains 20229 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2840817 nChanged 11
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2840820 nChanged 7
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2840829 nChanged 8
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	Iteration 129Q: 3 clusters Score -2840827 nChanged 9
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	Iteration 130Q: 3 clusters Score -2840828 nChanged 8
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2840834 nChanged 9
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	Iteration 132Q: 3 clusters Score -2840839 nChanged 14
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Mstep: Class 1 contains 20295 members 
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	Iteration 133Q: 3 clusters Score -2840846 nChanged 12
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Score: -2840842.250000 Penalty: 4958.094238
	Iteration 134Q: 3 clusters Score -2840842 nChanged 10
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	Iteration 135Q: 3 clusters Score -2840850 nChanged 11
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	Iteration 136Q: 3 clusters Score -2840846 nChanged 6
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	Iteration 137Q: 3 clusters Score -2840849 nChanged 12
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	Iteration 138Q: 3 clusters Score -2840866 nChanged 6
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	Iteration 139Q: 3 clusters Score -2840865 nChanged 3
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	Iteration 140F: 3 clusters Score -2840866 nChanged 3
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	Iteration 141Q: 3 clusters Score -2840864 nChanged 2
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	Iteration 142Q: 3 clusters Score -2840863 nChanged 3
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	Iteration 143Q: 3 clusters Score -2840864 nChanged 1
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	Iteration 144Q: 3 clusters Score -2840862 nChanged 1
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	Iteration 145Q: 3 clusters Score -2840866 nChanged 1
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	Iteration 146Q: 3 clusters Score -2840865 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2840868.000000 Penalty: 4958.094238
	Iteration 147Q: 3 clusters Score -2840868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2840862.500000 Penalty: 4958.094238
	Iteration 148Q: 3 clusters Score -2840862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2840865.000000 Penalty: 4958.094238
	Iteration 149Q: 3 clusters Score -2840865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2840862.500000 Penalty: 4958.094238
	Iteration 150Q: 3 clusters Score -2840862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2840868.750000 Penalty: 4958.094238
	Iteration 151Q: 3 clusters Score -2840869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2840866.750000 Penalty: 4958.094238
	Iteration 152Q: 3 clusters Score -2840867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2840868.750000 Penalty: 4958.094238
	Iteration 153Q: 3 clusters Score -2840869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2840869.000000 Penalty: 4958.094238
	Iteration 154Q: 3 clusters Score -2840869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2840869.000000 Penalty: 4958.094238
	Iteration 155Q: 3 clusters Score -2840869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2840873.500000 Penalty: 4958.094238
	Iteration 156Q: 3 clusters Score -2840874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2840876.000000 Penalty: 4958.094238
	Iteration 157Q: 3 clusters Score -2840876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2840876.250000 Penalty: 4958.094238
	Iteration 158Q: 3 clusters Score -2840876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2840877.250000 Penalty: 4958.094238
	Iteration 159Q: 3 clusters Score -2840877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2840880.750000 Penalty: 4958.094238
	Iteration 160F: 3 clusters Score -2840881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2840877.250000 Penalty: 4958.094238
	Iteration 161Q: 3 clusters Score -2840877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2840881.250000 Penalty: 4958.094238
	Iteration 162Q: 3 clusters Score -2840881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2840880.750000 Penalty: 4958.094238
	Iteration 163Q: 3 clusters Score -2840881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2840877.750000 Penalty: 4958.094238
	Iteration 164Q: 3 clusters Score -2840878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2840880.250000 Penalty: 4958.094238
	Iteration 165Q: 3 clusters Score -2840880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2840882.250000 Penalty: 4958.094238
	Iteration 166Q: 3 clusters Score -2840882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2840881.000000 Penalty: 4958.094238
	Iteration 167Q: 3 clusters Score -2840881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2840881.000000 Penalty: 4958.094238
	Iteration 168F: 3 clusters Score -2840881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40407.660156 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40407.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40533.515625 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40533.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40565.273438 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40565.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40579.003906 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40598.226562 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40598.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40600.109375 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -40600.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40600.109375 Penalty: 2913.965820
	Iteration 6F: 3 clusters Score -40600.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292905 members 
Entering Unmasked Estep 
Score: -37239692.000000 Penalty: 3121.725586
	Iteration 0F: 2 clusters Score -3.723969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 146568 members 
Entering Unmasked Estep 
Score: -37063372.000000 Penalty: 6243.451172
	Iteration 0F: 3 clusters Score -3.706337e+07 nChanged 141975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -37147216.000000 Penalty: 6243.451172
	Iteration 1F: 3 clusters Score -3.714722e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -37148148.000000 Penalty: 6243.451172
	Iteration 2Q: 3 clusters Score -3.714815e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140192 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -37149728.000000 Penalty: 6243.451172
	Iteration 3Q: 3 clusters Score -3.714973e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -37151056.000000 Penalty: 6243.451172
	Iteration 4Q: 3 clusters Score -3.715106e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -37153160.000000 Penalty: 6243.451172
	Iteration 5Q: 3 clusters Score -3.715316e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -37156624.000000 Penalty: 6243.451172
	Iteration 6Q: 3 clusters Score -3.715662e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -37162532.000000 Penalty: 6243.451172
	Iteration 7Q: 3 clusters Score -3.716253e+07 nChanged 16084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 192735 members 
Entering Unmasked Estep 
Score: -37171676.000000 Penalty: 6243.451172
	Iteration 8F: 3 clusters Score -3.717168e+07 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 209650 members 
Entering Unmasked Estep 
Score: -37183632.000000 Penalty: 6243.451172
	Iteration 9F: 3 clusters Score -3.718363e+07 nChanged 18880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 226406 members 
Entering Unmasked Estep 
Score: -37196672.000000 Penalty: 6243.451172
	Iteration 10F: 3 clusters Score -3.719667e+07 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 240161 members 
Entering Unmasked Estep 
Score: -37208064.000000 Penalty: 6243.451172
	Iteration 11F: 3 clusters Score -3.720806e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 249565 members 
Entering Unmasked Estep 
Score: -37215512.000000 Penalty: 6243.451172
	Iteration 12Q: 3 clusters Score -3.721551e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 255922 members 
Entering Unmasked Estep 
Score: -37219976.000000 Penalty: 6243.451172
	Iteration 13Q: 3 clusters Score -3.721998e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 260524 members 
Entering Unmasked Estep 
Score: -37222644.000000 Penalty: 6243.451172
	Iteration 14Q: 3 clusters Score -3.722264e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 264329 members 
Entering Unmasked Estep 
Score: -37224132.000000 Penalty: 6243.451172
	Iteration 15Q: 3 clusters Score -3.722413e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 267662 members 
Entering Unmasked Estep 
Score: -37225236.000000 Penalty: 6243.451172
	Iteration 16Q: 3 clusters Score -3.722524e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 270642 members 
Entering Unmasked Estep 
Score: -37226380.000000 Penalty: 6243.451172
	Iteration 17Q: 3 clusters Score -3.722638e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 273404 members 
Entering Unmasked Estep 
Score: -37227432.000000 Penalty: 6243.451172
	Iteration 18Q: 3 clusters Score -3.722743e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 275987 members 
Entering Unmasked Estep 
Score: -37228240.000000 Penalty: 6243.451172
	Iteration 19Q: 3 clusters Score -3.722824e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 278264 members 
Entering Unmasked Estep 
Score: -37229180.000000 Penalty: 6243.451172
	Iteration 20F: 3 clusters Score -3.722918e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 280336 members 
Entering Unmasked Estep 
Score: -37230180.000000 Penalty: 6243.451172
	Iteration 21Q: 3 clusters Score -3.723018e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 282198 members 
Entering Unmasked Estep 
Score: -37231064.000000 Penalty: 6243.451172
	Iteration 22Q: 3 clusters Score -3.723106e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 283920 members 
Entering Unmasked Estep 
Score: -37231884.000000 Penalty: 6243.451172
	Iteration 23Q: 3 clusters Score -3.723188e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 285439 members 
Entering Unmasked Estep 
Score: -37232668.000000 Penalty: 6243.451172
	Iteration 24Q: 3 clusters Score -3.723267e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 286796 members 
Entering Unmasked Estep 
Score: -37233396.000000 Penalty: 6243.451172
	Iteration 25Q: 3 clusters Score -3.72334e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 287949 members 
Entering Unmasked Estep 
Score: -37234056.000000 Penalty: 6243.451172
	Iteration 26Q: 3 clusters Score -3.723406e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 288905 members 
Entering Unmasked Estep 
Score: -37234656.000000 Penalty: 6243.451172
	Iteration 27Q: 3 clusters Score -3.723466e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 289720 members 
Entering Unmasked Estep 
Score: -37235100.000000 Penalty: 6243.451172
	Iteration 28Q: 3 clusters Score -3.72351e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 290366 members 
Entering Unmasked Estep 
Score: -37235408.000000 Penalty: 6243.451172
	Iteration 29Q: 3 clusters Score -3.723541e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 290856 members 
Entering Unmasked Estep 
Score: -37235848.000000 Penalty: 6243.451172
	Iteration 30Q: 3 clusters Score -3.723585e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 291225 members 
Entering Unmasked Estep 
Score: -37236104.000000 Penalty: 6243.451172
	Iteration 31Q: 3 clusters Score -3.72361e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 291472 members 
Entering Unmasked Estep 
Score: -37236292.000000 Penalty: 6243.451172
	Iteration 32Q: 3 clusters Score -3.723629e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 291646 members 
Entering Unmasked Estep 
Score: -37236448.000000 Penalty: 6243.451172
	Iteration 33Q: 3 clusters Score -3.723645e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 291757 members 
Entering Unmasked Estep 
Score: -37236536.000000 Penalty: 6243.451172
	Iteration 34Q: 3 clusters Score -3.723654e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 291858 members 
Entering Unmasked Estep 
Score: -37236536.000000 Penalty: 6243.451172
	Iteration 35Q: 3 clusters Score -3.723654e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 291962 members 
Entering Unmasked Estep 
Score: -37236596.000000 Penalty: 6243.451172
	Iteration 36Q: 3 clusters Score -3.72366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 292041 members 
Entering Unmasked Estep 
Score: -37236620.000000 Penalty: 6243.451172
	Iteration 37Q: 3 clusters Score -3.723662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 292085 members 
Entering Unmasked Estep 
Score: -37236612.000000 Penalty: 6243.451172
	Iteration 38Q: 3 clusters Score -3.723661e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 292121 members 
Entering Unmasked Estep 
Score: -37236624.000000 Penalty: 6243.451172
	Iteration 39Q: 3 clusters Score -3.723662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 292149 members 
Entering Unmasked Estep 
Score: -37236664.000000 Penalty: 6243.451172
	Iteration 40F: 3 clusters Score -3.723666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 292169 members 
Entering Unmasked Estep 
Score: -37236700.000000 Penalty: 6243.451172
	Iteration 41Q: 3 clusters Score -3.72367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 292186 members 
Entering Unmasked Estep 
Score: -37236712.000000 Penalty: 6243.451172
	Iteration 42Q: 3 clusters Score -3.723671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 292202 members 
Entering Unmasked Estep 
Score: -37236732.000000 Penalty: 6243.451172
	Iteration 43Q: 3 clusters Score -3.723673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 292215 members 
Entering Unmasked Estep 
Score: -37236740.000000 Penalty: 6243.451172
	Iteration 44Q: 3 clusters Score -3.723674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 292225 members 
Entering Unmasked Estep 
Score: -37236736.000000 Penalty: 6243.451172
	Iteration 45Q: 3 clusters Score -3.723674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 292233 members 
Entering Unmasked Estep 
Score: -37236740.000000 Penalty: 6243.451172
	Iteration 46Q: 3 clusters Score -3.723674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 292236 members 
Entering Unmasked Estep 
Score: -37236752.000000 Penalty: 6243.451172
	Iteration 47Q: 3 clusters Score -3.723675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 292239 members 
Entering Unmasked Estep 
Score: -37236764.000000 Penalty: 6243.451172
	Iteration 48Q: 3 clusters Score -3.723676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 292245 members 
Entering Unmasked Estep 
Score: -37236760.000000 Penalty: 6243.451172
	Iteration 49Q: 3 clusters Score -3.723676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 292255 members 
Entering Unmasked Estep 
Score: -37236768.000000 Penalty: 6243.451172
	Iteration 50Q: 3 clusters Score -3.723677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 292258 members 
Entering Unmasked Estep 
Score: -37236772.000000 Penalty: 6243.451172
	Iteration 51Q: 3 clusters Score -3.723677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 292264 members 
Entering Unmasked Estep 
Score: -37236772.000000 Penalty: 6243.451172
	Iteration 52Q: 3 clusters Score -3.723677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 292268 members 
Entering Unmasked Estep 
Score: -37236788.000000 Penalty: 6243.451172
	Iteration 53Q: 3 clusters Score -3.723679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 292271 members 
Entering Unmasked Estep 
Score: -37236796.000000 Penalty: 6243.451172
	Iteration 54Q: 3 clusters Score -3.72368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 292272 members 
Entering Unmasked Estep 
Score: -37236800.000000 Penalty: 6243.451172
	Iteration 55Q: 3 clusters Score -3.72368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292273 members 
Entering Unmasked Estep 
Score: -37236796.000000 Penalty: 6243.451172
	Iteration 56Q: 3 clusters Score -3.72368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292273 members 
Entering Unmasked Estep 
Score: -37236796.000000 Penalty: 6243.451172
	Iteration 57F: 3 clusters Score -3.72368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294537.625000 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -291635.031250 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291635 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292214.062500 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -292214.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -292397.562500 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292397.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -292521.468750 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -292521.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -292593.843750 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292593.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292661.406250 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292661.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -292720.093750 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -292720.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -292766.687500 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -292766.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -292812.750000 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -292812.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -292856.687500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -292856.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -292902.875000 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -292902.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -292950.937500 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -292950.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -292992.625000 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -292992.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -293023.625000 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -293023.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -293048.062500 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -293048.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -293080.093750 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -293080.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -293105.593750 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -293105.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -293119.656250 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -293119.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -293135.937500 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -293135.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -293145.875000 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -293145.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293151.718750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293155.187500 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -293157.562500 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -293161.531250 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -293165.718750 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -293169.562500 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -293172.437500 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -293175.750000 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -293175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -293176.750000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -293176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -293177.031250 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -293177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -293178.187500 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -293178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293178.968750 Penalty: 3870.301270
	Iteration 31Q: 3 clusters Score -293179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293181.406250 Penalty: 3870.301270
	Iteration 32Q: 3 clusters Score -293181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -293183.343750 Penalty: 3870.301270
	Iteration 33Q: 3 clusters Score -293183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -293184.281250 Penalty: 3870.301270
	Iteration 34Q: 3 clusters Score -293184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -293185.531250 Penalty: 3870.301270
	Iteration 35Q: 3 clusters Score -293185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -293187.468750 Penalty: 3870.301270
	Iteration 36Q: 3 clusters Score -293187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -293189.875000 Penalty: 3870.301270
	Iteration 37Q: 3 clusters Score -293189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -293191.468750 Penalty: 3870.301270
	Iteration 38Q: 3 clusters Score -293191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -293192.625000 Penalty: 3870.301270
	Iteration 39Q: 3 clusters Score -293192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -293194.750000 Penalty: 3870.301270
	Iteration 40F: 3 clusters Score -293194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -293195.062500 Penalty: 3870.301270
	Iteration 41Q: 3 clusters Score -293195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -293195.281250 Penalty: 3870.301270
	Iteration 42Q: 3 clusters Score -293195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -293196.593750 Penalty: 3870.301270
	Iteration 43Q: 3 clusters Score -293196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -293197.968750 Penalty: 3870.301270
	Iteration 44Q: 3 clusters Score -293198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -293199.437500 Penalty: 3870.301270
	Iteration 45Q: 3 clusters Score -293199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -293202.000000 Penalty: 3870.301270
	Iteration 46Q: 3 clusters Score -293202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -293203.781250 Penalty: 3870.301270
	Iteration 47Q: 3 clusters Score -293203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -293204.781250 Penalty: 3870.301270
	Iteration 48Q: 3 clusters Score -293204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -293204.906250 Penalty: 3870.301270
	Iteration 49Q: 3 clusters Score -293204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -293204.906250 Penalty: 3870.301270
	Iteration 50F: 3 clusters Score -293204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Entering Unmasked Estep 
Score: -5876169.500000 Penalty: 2667.896484
	Iteration 0F: 2 clusters Score -5876170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5844440.000000 Penalty: 5335.792969
	Iteration 0F: 3 clusters Score -5844440 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5856272.500000 Penalty: 5335.792969
	Iteration 1F: 3 clusters Score -5856272 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -5856675.500000 Penalty: 5335.792969
	Iteration 2Q: 3 clusters Score -5856676 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5857100.000000 Penalty: 5335.792969
	Iteration 3Q: 3 clusters Score -5857100 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -5857415.500000 Penalty: 5335.792969
	Iteration 4Q: 3 clusters Score -5857416 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -5857862.000000 Penalty: 5335.792969
	Iteration 5Q: 3 clusters Score -5857862 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5858302.500000 Penalty: 5335.792969
	Iteration 6Q: 3 clusters Score -5858302 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -5858912.500000 Penalty: 5335.792969
	Iteration 7Q: 3 clusters Score -5858912 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -5859683.500000 Penalty: 5335.792969
	Iteration 8Q: 3 clusters Score -5859684 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5860943.500000 Penalty: 5335.792969
	Iteration 9F: 3 clusters Score -5860944 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5862711.500000 Penalty: 5335.792969
	Iteration 10F: 3 clusters Score -5862712 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5865069.500000 Penalty: 5335.792969
	Iteration 11F: 3 clusters Score -5865070 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5867752.500000 Penalty: 5335.792969
	Iteration 12F: 3 clusters Score -5867752 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5870538.000000 Penalty: 5335.792969
	Iteration 13F: 3 clusters Score -5870538 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -5872375.000000 Penalty: 5335.792969
	Iteration 14Q: 3 clusters Score -5872375 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5873288.000000 Penalty: 5335.792969
	Iteration 15Q: 3 clusters Score -5873288 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -5873721.000000 Penalty: 5335.792969
	Iteration 16Q: 3 clusters Score -5873721 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -5873933.500000 Penalty: 5335.792969
	Iteration 17Q: 3 clusters Score -5873934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5874005.500000 Penalty: 5335.792969
	Iteration 18Q: 3 clusters Score -5874006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -5874037.000000 Penalty: 5335.792969
	Iteration 19Q: 3 clusters Score -5874037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5874063.000000 Penalty: 5335.792969
	Iteration 20F: 3 clusters Score -5874063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -5874099.000000 Penalty: 5335.792969
	Iteration 21Q: 3 clusters Score -5874099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5874104.000000 Penalty: 5335.792969
	Iteration 22Q: 3 clusters Score -5874104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5874105.000000 Penalty: 5335.792969
	Iteration 23Q: 3 clusters Score -5874105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -5874108.000000 Penalty: 5335.792969
	Iteration 24Q: 3 clusters Score -5874108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -5874107.000000 Penalty: 5335.792969
	Iteration 25Q: 3 clusters Score -5874107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -5874102.000000 Penalty: 5335.792969
	Iteration 26Q: 3 clusters Score -5874102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -5874102.000000 Penalty: 5335.792969
	Iteration 27F: 3 clusters Score -5874102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -738862.375000 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -738862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -733684.562500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -733684.6 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -735039.125000 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -735039.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -735456.000000 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -735456 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -735796.562500 Penalty: 4317.350586
	Iteration 3F: 3 clusters Score -735796.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -736146.750000 Penalty: 4317.350586
	Iteration 4F: 3 clusters Score -736146.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -736462.687500 Penalty: 4317.350586
	Iteration 5F: 3 clusters Score -736462.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -736714.687500 Penalty: 4317.350586
	Iteration 6F: 3 clusters Score -736714.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -736925.125000 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -736925.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -737091.937500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -737091.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -737222.187500 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -737222.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -737314.062500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -737314.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -737375.000000 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -737375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -737425.875000 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -737425.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -737470.562500 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -737470.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -737498.250000 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -737498.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -737513.062500 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -737513.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -737524.687500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -737524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -737534.625000 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -737534.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -737538.187500 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -737538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -737541.687500 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -737541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -737542.437500 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -737542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -737545.125000 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -737545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -737544.812500 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -737544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -737545.875000 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -737545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -737546.125000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -737546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -737547.250000 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -737547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -737547.937500 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -737547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -737549.625000 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -737549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -737550.187500 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -737550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -737551.062500 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -737551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -737554.687500 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -737554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -737553.687500 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -737553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -737556.187500 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -737556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -737558.687500 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -737558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -737560.937500 Penalty: 4317.350586
	Iteration 34Q: 3 clusters Score -737560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -737562.562500 Penalty: 4317.350586
	Iteration 35Q: 3 clusters Score -737562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -737565.125000 Penalty: 4317.350586
	Iteration 36Q: 3 clusters Score -737565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -737565.375000 Penalty: 4317.350586
	Iteration 37Q: 3 clusters Score -737565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -737564.375000 Penalty: 4317.350586
	Iteration 38Q: 3 clusters Score -737564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -737565.562500 Penalty: 4317.350586
	Iteration 39Q: 3 clusters Score -737565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -737564.750000 Penalty: 4317.350586
	Iteration 40F: 3 clusters Score -737564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Entering Unmasked Estep 
Score: -2963916.500000 Penalty: 2489.569580
	Iteration 0F: 2 clusters Score -2963916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2947985.500000 Penalty: 4979.139160
	Iteration 0F: 3 clusters Score -2947986 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2953540.500000 Penalty: 4979.139160
	Iteration 1F: 3 clusters Score -2953540 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2954104.000000 Penalty: 4979.139160
	Iteration 2F: 3 clusters Score -2954104 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2954728.250000 Penalty: 4979.139160
	Iteration 3F: 3 clusters Score -2954728 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2955521.000000 Penalty: 4979.139160
	Iteration 4F: 3 clusters Score -2955521 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2956538.750000 Penalty: 4979.139160
	Iteration 5F: 3 clusters Score -2956539 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2957750.500000 Penalty: 4979.139160
	Iteration 6F: 3 clusters Score -2957750 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2959006.500000 Penalty: 4979.139160
	Iteration 7F: 3 clusters Score -2959006 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2960120.000000 Penalty: 4979.139160
	Iteration 8F: 3 clusters Score -2960120 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2960865.250000 Penalty: 4979.139160
	Iteration 9Q: 3 clusters Score -2960865 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2961286.750000 Penalty: 4979.139160
	Iteration 10Q: 3 clusters Score -2961287 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2961487.750000 Penalty: 4979.139160
	Iteration 11Q: 3 clusters Score -2961488 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2961623.250000 Penalty: 4979.139160
	Iteration 12Q: 3 clusters Score -2961623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2961695.750000 Penalty: 4979.139160
	Iteration 13Q: 3 clusters Score -2961696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2961743.000000 Penalty: 4979.139160
	Iteration 14Q: 3 clusters Score -2961743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2961778.250000 Penalty: 4979.139160
	Iteration 15Q: 3 clusters Score -2961778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2961815.250000 Penalty: 4979.139160
	Iteration 16Q: 3 clusters Score -2961815 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2961845.250000 Penalty: 4979.139160
	Iteration 17Q: 3 clusters Score -2961845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2961863.250000 Penalty: 4979.139160
	Iteration 18Q: 3 clusters Score -2961863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2961882.250000 Penalty: 4979.139160
	Iteration 19Q: 3 clusters Score -2961882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2961903.500000 Penalty: 4979.139160
	Iteration 20F: 3 clusters Score -2961904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2961913.750000 Penalty: 4979.139160
	Iteration 21Q: 3 clusters Score -2961914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2961918.750000 Penalty: 4979.139160
	Iteration 22Q: 3 clusters Score -2961919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2961933.500000 Penalty: 4979.139160
	Iteration 23Q: 3 clusters Score -2961934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2961935.000000 Penalty: 4979.139160
	Iteration 24Q: 3 clusters Score -2961935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2961946.500000 Penalty: 4979.139160
	Iteration 25Q: 3 clusters Score -2961946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2961950.750000 Penalty: 4979.139160
	Iteration 26Q: 3 clusters Score -2961951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2961952.250000 Penalty: 4979.139160
	Iteration 27Q: 3 clusters Score -2961952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2961949.500000 Penalty: 4979.139160
	Iteration 28Q: 3 clusters Score -2961950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2961960.000000 Penalty: 4979.139160
	Iteration 29Q: 3 clusters Score -2961960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2961957.750000 Penalty: 4979.139160
	Iteration 30Q: 3 clusters Score -2961958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2961965.250000 Penalty: 4979.139160
	Iteration 31Q: 3 clusters Score -2961965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2961964.250000 Penalty: 4979.139160
	Iteration 32Q: 3 clusters Score -2961964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2961975.250000 Penalty: 4979.139160
	Iteration 33Q: 3 clusters Score -2961975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2961977.000000 Penalty: 4979.139160
	Iteration 34Q: 3 clusters Score -2961977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2961979.000000 Penalty: 4979.139160
	Iteration 35Q: 3 clusters Score -2961979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2961984.250000 Penalty: 4979.139160
	Iteration 36Q: 3 clusters Score -2961984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2961987.500000 Penalty: 4979.139160
	Iteration 37Q: 3 clusters Score -2961988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2961986.750000 Penalty: 4979.139160
	Iteration 38Q: 3 clusters Score -2961987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2961987.250000 Penalty: 4979.139160
	Iteration 39Q: 3 clusters Score -2961987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2961989.500000 Penalty: 4979.139160
	Iteration 40F: 3 clusters Score -2961990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2961990.250000 Penalty: 4979.139160
	Iteration 41Q: 3 clusters Score -2961990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2961991.000000 Penalty: 4979.139160
	Iteration 42Q: 3 clusters Score -2961991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2961990.000000 Penalty: 4979.139160
	Iteration 43Q: 3 clusters Score -2961990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2961989.000000 Penalty: 4979.139160
	Iteration 44Q: 3 clusters Score -2961989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2961990.000000 Penalty: 4979.139160
	Iteration 45Q: 3 clusters Score -2961990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2961989.000000 Penalty: 4979.139160
	Iteration 46Q: 3 clusters Score -2961989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2961989.000000 Penalty: 4979.139160
	Iteration 47F: 3 clusters Score -2961989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Entering Unmasked Estep 
Score: -2306208.000000 Penalty: 2427.261963
	Iteration 0F: 2 clusters Score -2306208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2293500.500000 Penalty: 4854.523926
	Iteration 0F: 3 clusters Score -2293500 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2297686.000000 Penalty: 4854.523926
	Iteration 1F: 3 clusters Score -2297686 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2298034.750000 Penalty: 4854.523926
	Iteration 2F: 3 clusters Score -2298035 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2298390.000000 Penalty: 4854.523926
	Iteration 3Q: 3 clusters Score -2298390 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2298747.250000 Penalty: 4854.523926
	Iteration 4Q: 3 clusters Score -2298747 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2299110.500000 Penalty: 4854.523926
	Iteration 5Q: 3 clusters Score -2299110 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2299574.000000 Penalty: 4854.523926
	Iteration 6Q: 3 clusters Score -2299574 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2300203.500000 Penalty: 4854.523926
	Iteration 7F: 3 clusters Score -2300204 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2300990.750000 Penalty: 4854.523926
	Iteration 8F: 3 clusters Score -2300991 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2301874.250000 Penalty: 4854.523926
	Iteration 9F: 3 clusters Score -2301874 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2302685.500000 Penalty: 4854.523926
	Iteration 10F: 3 clusters Score -2302686 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2303179.750000 Penalty: 4854.523926
	Iteration 11Q: 3 clusters Score -2303180 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2303461.250000 Penalty: 4854.523926
	Iteration 12Q: 3 clusters Score -2303461 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2303624.500000 Penalty: 4854.523926
	Iteration 13Q: 3 clusters Score -2303624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2303734.750000 Penalty: 4854.523926
	Iteration 14Q: 3 clusters Score -2303735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2303833.250000 Penalty: 4854.523926
	Iteration 15Q: 3 clusters Score -2303833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2303902.250000 Penalty: 4854.523926
	Iteration 16Q: 3 clusters Score -2303902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2303940.500000 Penalty: 4854.523926
	Iteration 17Q: 3 clusters Score -2303940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2303975.000000 Penalty: 4854.523926
	Iteration 18Q: 3 clusters Score -2303975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2304022.750000 Penalty: 4854.523926
	Iteration 19Q: 3 clusters Score -2304023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2304051.750000 Penalty: 4854.523926
	Iteration 20F: 3 clusters Score -2304052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2304069.250000 Penalty: 4854.523926
	Iteration 21Q: 3 clusters Score -2304069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2304079.500000 Penalty: 4854.523926
	Iteration 22Q: 3 clusters Score -2304080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2304092.000000 Penalty: 4854.523926
	Iteration 23Q: 3 clusters Score -2304092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2304108.250000 Penalty: 4854.523926
	Iteration 24Q: 3 clusters Score -2304108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2304113.750000 Penalty: 4854.523926
	Iteration 25Q: 3 clusters Score -2304114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2304128.250000 Penalty: 4854.523926
	Iteration 26Q: 3 clusters Score -2304128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2304136.000000 Penalty: 4854.523926
	Iteration 27Q: 3 clusters Score -2304136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2304147.000000 Penalty: 4854.523926
	Iteration 28Q: 3 clusters Score -2304147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2304157.750000 Penalty: 4854.523926
	Iteration 29Q: 3 clusters Score -2304158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2304166.750000 Penalty: 4854.523926
	Iteration 30Q: 3 clusters Score -2304167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2304179.500000 Penalty: 4854.523926
	Iteration 31Q: 3 clusters Score -2304180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2304188.000000 Penalty: 4854.523926
	Iteration 32Q: 3 clusters Score -2304188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2304188.000000 Penalty: 4854.523926
	Iteration 33Q: 3 clusters Score -2304188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2304194.000000 Penalty: 4854.523926
	Iteration 34Q: 3 clusters Score -2304194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2304194.500000 Penalty: 4854.523926
	Iteration 35Q: 3 clusters Score -2304194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2304193.000000 Penalty: 4854.523926
	Iteration 36Q: 3 clusters Score -2304193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2304192.750000 Penalty: 4854.523926
	Iteration 37Q: 3 clusters Score -2304193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2304197.750000 Penalty: 4854.523926
	Iteration 38Q: 3 clusters Score -2304198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2304200.250000 Penalty: 4854.523926
	Iteration 39Q: 3 clusters Score -2304200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2304210.250000 Penalty: 4854.523926
	Iteration 40F: 3 clusters Score -2304210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2304216.250000 Penalty: 4854.523926
	Iteration 41Q: 3 clusters Score -2304216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2304219.250000 Penalty: 4854.523926
	Iteration 42Q: 3 clusters Score -2304219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2304217.750000 Penalty: 4854.523926
	Iteration 43Q: 3 clusters Score -2304218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2304222.000000 Penalty: 4854.523926
	Iteration 44Q: 3 clusters Score -2304222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2304226.500000 Penalty: 4854.523926
	Iteration 45Q: 3 clusters Score -2304226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2304225.500000 Penalty: 4854.523926
	Iteration 46Q: 3 clusters Score -2304226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2304228.250000 Penalty: 4854.523926
	Iteration 47Q: 3 clusters Score -2304228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2304234.000000 Penalty: 4854.523926
	Iteration 48Q: 3 clusters Score -2304234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2304230.250000 Penalty: 4854.523926
	Iteration 49Q: 3 clusters Score -2304230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2304228.750000 Penalty: 4854.523926
	Iteration 50Q: 3 clusters Score -2304229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2304227.750000 Penalty: 4854.523926
	Iteration 51Q: 3 clusters Score -2304228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2304230.750000 Penalty: 4854.523926
	Iteration 52Q: 3 clusters Score -2304231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2304233.000000 Penalty: 4854.523926
	Iteration 53Q: 3 clusters Score -2304233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2304236.000000 Penalty: 4854.523926
	Iteration 54Q: 3 clusters Score -2304236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2304232.250000 Penalty: 4854.523926
	Iteration 55Q: 3 clusters Score -2304232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2304238.500000 Penalty: 4854.523926
	Iteration 56Q: 3 clusters Score -2304238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2304237.250000 Penalty: 4854.523926
	Iteration 57Q: 3 clusters Score -2304237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2304237.000000 Penalty: 4854.523926
	Iteration 58Q: 3 clusters Score -2304237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2304235.000000 Penalty: 4854.523926
	Iteration 59Q: 3 clusters Score -2304235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2304235.000000 Penalty: 4854.523926
	Iteration 60F: 3 clusters Score -2304235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2304234.250000 Penalty: 4854.523926
	Iteration 61Q: 3 clusters Score -2304234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2304234.250000 Penalty: 4854.523926
	Iteration 62F: 3 clusters Score -2304234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 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 286 members 
Entering Unmasked Estep 
Score: -60352.011719 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60352.01 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60680.187500 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60680.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60880.781250 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -60880.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60951.078125 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -60951.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61012.660156 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -61012.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61074.667969 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61074.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61131.437500 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61131.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61159.765625 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61159.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61197.285156 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61197.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61237.617188 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -61237.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61252.507812 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -61252.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61277.988281 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -61277.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61304.277344 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -61304.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61327.960938 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -61327.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61338.578125 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -61338.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61345.007812 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -61345.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61346.917969 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -61346.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61346.917969 Penalty: 3144.818115
	Iteration 17F: 3 clusters Score -61346.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 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 138 members 
Entering Unmasked Estep 
Score: -26242.650391 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26242.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26388.007812 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26388.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26478.998047 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -26479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26514.720703 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26514.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26534.480469 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26534.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26539.744141 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26539.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26539.744141 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -26539.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -229580.562500 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -229580.6 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 946 members 
Entering Unmasked Estep 
Score: -227071.250000 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -227071.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227469.109375 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -227469.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227563.937500 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -227563.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227631.984375 Penalty: 3727.070312
	Iteration 3Q: 3 clusters Score -227632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227666.062500 Penalty: 3727.070312
	Iteration 4Q: 3 clusters Score -227666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -227689.031250 Penalty: 3727.070312
	Iteration 5Q: 3 clusters Score -227689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227714.890625 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -227714.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227745.312500 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -227745.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227761.734375 Penalty: 3727.070312
	Iteration 8Q: 3 clusters Score -227761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -227768.515625 Penalty: 3727.070312
	Iteration 9Q: 3 clusters Score -227768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227773.343750 Penalty: 3727.070312
	Iteration 10Q: 3 clusters Score -227773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227780.781250 Penalty: 3727.070312
	Iteration 11Q: 3 clusters Score -227780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227784.578125 Penalty: 3727.070312
	Iteration 12Q: 3 clusters Score -227784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227787.718750 Penalty: 3727.070312
	Iteration 13Q: 3 clusters Score -227787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227791.234375 Penalty: 3727.070312
	Iteration 14Q: 3 clusters Score -227791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -227794.656250 Penalty: 3727.070312
	Iteration 15Q: 3 clusters Score -227794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -227800.031250 Penalty: 3727.070312
	Iteration 16Q: 3 clusters Score -227800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -227805.421875 Penalty: 3727.070312
	Iteration 17Q: 3 clusters Score -227805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -227807.156250 Penalty: 3727.070312
	Iteration 18Q: 3 clusters Score -227807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227808.921875 Penalty: 3727.070312
	Iteration 19Q: 3 clusters Score -227808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227814.484375 Penalty: 3727.070312
	Iteration 20F: 3 clusters Score -227814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227817.734375 Penalty: 3727.070312
	Iteration 21Q: 3 clusters Score -227817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227819.484375 Penalty: 3727.070312
	Iteration 22Q: 3 clusters Score -227819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227819.484375 Penalty: 3727.070312
	Iteration 23F: 3 clusters Score -227819.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -156845.109375 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -156845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154728.000000 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -154728 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155067.734375 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -155067.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155168.531250 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -155168.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155209.515625 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -155209.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155237.578125 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -155237.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155256.421875 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -155256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155267.484375 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -155267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155277.265625 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -155277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155283.328125 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -155283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155285.937500 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -155285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155288.593750 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -155288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155293.750000 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -155293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155295.578125 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -155295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155298.171875 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -155298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155300.656250 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -155300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155300.656250 Penalty: 3538.114746
	Iteration 15F: 3 clusters Score -155300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159878 members 
Entering Unmasked Estep 
Score: -20527938.000000 Penalty: 2971.577148
	Iteration 0F: 2 clusters Score -2.052794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -20425524.000000 Penalty: 5943.154297
	Iteration 0F: 3 clusters Score -2.042552e+07 nChanged 76529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -20470128.000000 Penalty: 5943.154297
	Iteration 1F: 3 clusters Score -2.047013e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -20471486.000000 Penalty: 5943.154297
	Iteration 2Q: 3 clusters Score -2.047149e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -20473994.000000 Penalty: 5943.154297
	Iteration 3Q: 3 clusters Score -2.047399e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -20477746.000000 Penalty: 5943.154297
	Iteration 4Q: 3 clusters Score -2.047775e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -20484190.000000 Penalty: 5943.154297
	Iteration 5F: 3 clusters Score -2.048419e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -20494276.000000 Penalty: 5943.154297
	Iteration 6F: 3 clusters Score -2.049428e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -20506510.000000 Penalty: 5943.154297
	Iteration 7F: 3 clusters Score -2.050651e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -20515208.000000 Penalty: 5943.154297
	Iteration 8F: 3 clusters Score -2.051521e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -20519064.000000 Penalty: 5943.154297
	Iteration 9Q: 3 clusters Score -2.051906e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -20520666.000000 Penalty: 5943.154297
	Iteration 10Q: 3 clusters Score -2.052067e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -20521776.000000 Penalty: 5943.154297
	Iteration 11Q: 3 clusters Score -2.052178e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -20522572.000000 Penalty: 5943.154297
	Iteration 12Q: 3 clusters Score -2.052257e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -20523154.000000 Penalty: 5943.154297
	Iteration 13Q: 3 clusters Score -2.052315e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -20523556.000000 Penalty: 5943.154297
	Iteration 14Q: 3 clusters Score -2.052356e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -20523892.000000 Penalty: 5943.154297
	Iteration 15Q: 3 clusters Score -2.052389e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -20524176.000000 Penalty: 5943.154297
	Iteration 16Q: 3 clusters Score -2.052418e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -20524454.000000 Penalty: 5943.154297
	Iteration 17Q: 3 clusters Score -2.052445e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112447 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -20524476.000000 Penalty: 5943.154297
	Iteration 18Q: 3 clusters Score -2.052448e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -20524552.000000 Penalty: 5943.154297
	Iteration 19Q: 3 clusters Score -2.052455e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -20524720.000000 Penalty: 5943.154297
	Iteration 20F: 3 clusters Score -2.052472e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -20524734.000000 Penalty: 5943.154297
	Iteration 21Q: 3 clusters Score -2.052473e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -20524806.000000 Penalty: 5943.154297
	Iteration 22Q: 3 clusters Score -2.052481e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -20524868.000000 Penalty: 5943.154297
	Iteration 23Q: 3 clusters Score -2.052487e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -20524964.000000 Penalty: 5943.154297
	Iteration 24Q: 3 clusters Score -2.052496e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -20525002.000000 Penalty: 5943.154297
	Iteration 25Q: 3 clusters Score -2.0525e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119577 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -20524992.000000 Penalty: 5943.154297
	Iteration 26Q: 3 clusters Score -2.052499e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120388 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -20525006.000000 Penalty: 5943.154297
	Iteration 27Q: 3 clusters Score -2.052501e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -20525142.000000 Penalty: 5943.154297
	Iteration 28Q: 3 clusters Score -2.052514e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -20525230.000000 Penalty: 5943.154297
	Iteration 29Q: 3 clusters Score -2.052523e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -20525314.000000 Penalty: 5943.154297
	Iteration 30Q: 3 clusters Score -2.052531e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -20525388.000000 Penalty: 5943.154297
	Iteration 31Q: 3 clusters Score -2.052539e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -20525400.000000 Penalty: 5943.154297
	Iteration 32Q: 3 clusters Score -2.05254e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -20525458.000000 Penalty: 5943.154297
	Iteration 33Q: 3 clusters Score -2.052546e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125963 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 34Q: 3 clusters Score -2.052567e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -20525688.000000 Penalty: 5943.154297
	Iteration 35Q: 3 clusters Score -2.052569e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -20525764.000000 Penalty: 5943.154297
	Iteration 36Q: 3 clusters Score -2.052576e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -20525790.000000 Penalty: 5943.154297
	Iteration 37Q: 3 clusters Score -2.052579e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -20525874.000000 Penalty: 5943.154297
	Iteration 38Q: 3 clusters Score -2.052587e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -20525976.000000 Penalty: 5943.154297
	Iteration 39Q: 3 clusters Score -2.052598e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131423 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -20526054.000000 Penalty: 5943.154297
	Iteration 40F: 3 clusters Score -2.052605e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -20526118.000000 Penalty: 5943.154297
	Iteration 41Q: 3 clusters Score -2.052612e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133310 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -20526132.000000 Penalty: 5943.154297
	Iteration 42Q: 3 clusters Score -2.052613e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134208 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -20526208.000000 Penalty: 5943.154297
	Iteration 43Q: 3 clusters Score -2.052621e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135074 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -20526330.000000 Penalty: 5943.154297
	Iteration 44Q: 3 clusters Score -2.052633e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -20526382.000000 Penalty: 5943.154297
	Iteration 45Q: 3 clusters Score -2.052638e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136803 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -20526530.000000 Penalty: 5943.154297
	Iteration 46Q: 3 clusters Score -2.052653e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137636 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -20526626.000000 Penalty: 5943.154297
	Iteration 47Q: 3 clusters Score -2.052663e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138469 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -20526674.000000 Penalty: 5943.154297
	Iteration 48Q: 3 clusters Score -2.052667e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139247 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -20526724.000000 Penalty: 5943.154297
	Iteration 49Q: 3 clusters Score -2.052672e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140013 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -20526790.000000 Penalty: 5943.154297
	Iteration 50Q: 3 clusters Score -2.052679e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -20526768.000000 Penalty: 5943.154297
	Iteration 51Q: 3 clusters Score -2.052677e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -20526746.000000 Penalty: 5943.154297
	Iteration 52Q: 3 clusters Score -2.052675e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142202 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -20526798.000000 Penalty: 5943.154297
	Iteration 53Q: 3 clusters Score -2.05268e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -20526800.000000 Penalty: 5943.154297
	Iteration 54Q: 3 clusters Score -2.05268e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143514 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -20526696.000000 Penalty: 5943.154297
	Iteration 55Q: 3 clusters Score -2.05267e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -20526684.000000 Penalty: 5943.154297
	Iteration 56Q: 3 clusters Score -2.052668e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -20526702.000000 Penalty: 5943.154297
	Iteration 57Q: 3 clusters Score -2.05267e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -20526686.000000 Penalty: 5943.154297
	Iteration 58Q: 3 clusters Score -2.052669e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -20526660.000000 Penalty: 5943.154297
	Iteration 59Q: 3 clusters Score -2.052666e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -20526622.000000 Penalty: 5943.154297
	Iteration 60F: 3 clusters Score -2.052662e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -20526650.000000 Penalty: 5943.154297
	Iteration 61Q: 3 clusters Score -2.052665e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -20526588.000000 Penalty: 5943.154297
	Iteration 62Q: 3 clusters Score -2.052659e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147267 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -20526574.000000 Penalty: 5943.154297
	Iteration 63Q: 3 clusters Score -2.052657e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -20526534.000000 Penalty: 5943.154297
	Iteration 64Q: 3 clusters Score -2.052653e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -20526544.000000 Penalty: 5943.154297
	Iteration 65Q: 3 clusters Score -2.052654e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -20526524.000000 Penalty: 5943.154297
	Iteration 66Q: 3 clusters Score -2.052652e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -20526514.000000 Penalty: 5943.154297
	Iteration 67Q: 3 clusters Score -2.052651e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -20526488.000000 Penalty: 5943.154297
	Iteration 68Q: 3 clusters Score -2.052649e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -20526474.000000 Penalty: 5943.154297
	Iteration 69Q: 3 clusters Score -2.052647e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -20526454.000000 Penalty: 5943.154297
	Iteration 70Q: 3 clusters Score -2.052645e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -20526434.000000 Penalty: 5943.154297
	Iteration 71Q: 3 clusters Score -2.052643e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -20526386.000000 Penalty: 5943.154297
	Iteration 72Q: 3 clusters Score -2.052639e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -20526380.000000 Penalty: 5943.154297
	Iteration 73Q: 3 clusters Score -2.052638e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -20526384.000000 Penalty: 5943.154297
	Iteration 74Q: 3 clusters Score -2.052638e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -20526386.000000 Penalty: 5943.154297
	Iteration 75Q: 3 clusters Score -2.052639e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -20526326.000000 Penalty: 5943.154297
	Iteration 76Q: 3 clusters Score -2.052633e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -20526338.000000 Penalty: 5943.154297
	Iteration 77Q: 3 clusters Score -2.052634e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -20526368.000000 Penalty: 5943.154297
	Iteration 78Q: 3 clusters Score -2.052637e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -20526392.000000 Penalty: 5943.154297
	Iteration 79Q: 3 clusters Score -2.052639e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -20526416.000000 Penalty: 5943.154297
	Iteration 80F: 3 clusters Score -2.052642e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -20526376.000000 Penalty: 5943.154297
	Iteration 81Q: 3 clusters Score -2.052638e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -20526332.000000 Penalty: 5943.154297
	Iteration 82Q: 3 clusters Score -2.052633e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -20526336.000000 Penalty: 5943.154297
	Iteration 83Q: 3 clusters Score -2.052634e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -20526270.000000 Penalty: 5943.154297
	Iteration 84Q: 3 clusters Score -2.052627e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -20526244.000000 Penalty: 5943.154297
	Iteration 85Q: 3 clusters Score -2.052624e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -20526220.000000 Penalty: 5943.154297
	Iteration 86Q: 3 clusters Score -2.052622e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -20526202.000000 Penalty: 5943.154297
	Iteration 87Q: 3 clusters Score -2.05262e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -20526154.000000 Penalty: 5943.154297
	Iteration 88Q: 3 clusters Score -2.052615e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -20526140.000000 Penalty: 5943.154297
	Iteration 89Q: 3 clusters Score -2.052614e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -20526120.000000 Penalty: 5943.154297
	Iteration 90Q: 3 clusters Score -2.052612e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -20526114.000000 Penalty: 5943.154297
	Iteration 91Q: 3 clusters Score -2.052611e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -20526086.000000 Penalty: 5943.154297
	Iteration 92Q: 3 clusters Score -2.052609e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -20526038.000000 Penalty: 5943.154297
	Iteration 93Q: 3 clusters Score -2.052604e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -20526036.000000 Penalty: 5943.154297
	Iteration 94Q: 3 clusters Score -2.052604e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -20526000.000000 Penalty: 5943.154297
	Iteration 95Q: 3 clusters Score -2.0526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153381 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -20525928.000000 Penalty: 5943.154297
	Iteration 96Q: 3 clusters Score -2.052593e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -20525882.000000 Penalty: 5943.154297
	Iteration 97Q: 3 clusters Score -2.052588e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -20525884.000000 Penalty: 5943.154297
	Iteration 98Q: 3 clusters Score -2.052588e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -20525888.000000 Penalty: 5943.154297
	Iteration 99Q: 3 clusters Score -2.052589e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153981 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -20525866.000000 Penalty: 5943.154297
	Iteration 100F: 3 clusters Score -2.052587e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -20525896.000000 Penalty: 5943.154297
	Iteration 101Q: 3 clusters Score -2.05259e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -20525850.000000 Penalty: 5943.154297
	Iteration 102Q: 3 clusters Score -2.052585e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -20525850.000000 Penalty: 5943.154297
	Iteration 103Q: 3 clusters Score -2.052585e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -20525808.000000 Penalty: 5943.154297
	Iteration 104Q: 3 clusters Score -2.052581e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -20525792.000000 Penalty: 5943.154297
	Iteration 105Q: 3 clusters Score -2.052579e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -20525782.000000 Penalty: 5943.154297
	Iteration 106Q: 3 clusters Score -2.052578e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -20525768.000000 Penalty: 5943.154297
	Iteration 107Q: 3 clusters Score -2.052577e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -20525768.000000 Penalty: 5943.154297
	Iteration 108Q: 3 clusters Score -2.052577e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -20525754.000000 Penalty: 5943.154297
	Iteration 109Q: 3 clusters Score -2.052575e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -20525726.000000 Penalty: 5943.154297
	Iteration 110Q: 3 clusters Score -2.052573e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -20525724.000000 Penalty: 5943.154297
	Iteration 111Q: 3 clusters Score -2.052572e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -20525700.000000 Penalty: 5943.154297
	Iteration 112Q: 3 clusters Score -2.05257e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -20525686.000000 Penalty: 5943.154297
	Iteration 113Q: 3 clusters Score -2.052569e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -20525648.000000 Penalty: 5943.154297
	Iteration 114Q: 3 clusters Score -2.052565e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -20525642.000000 Penalty: 5943.154297
	Iteration 115Q: 3 clusters Score -2.052564e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 116Q: 3 clusters Score -2.052567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20525678.000000 Penalty: 5943.154297
	Iteration 117Q: 3 clusters Score -2.052568e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156242 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20525700.000000 Penalty: 5943.154297
	Iteration 118Q: 3 clusters Score -2.05257e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -20525698.000000 Penalty: 5943.154297
	Iteration 119Q: 3 clusters Score -2.05257e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -20525672.000000 Penalty: 5943.154297
	Iteration 120F: 3 clusters Score -2.052567e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 121Q: 3 clusters Score -2.052567e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -20525678.000000 Penalty: 5943.154297
	Iteration 122Q: 3 clusters Score -2.052568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20525704.000000 Penalty: 5943.154297
	Iteration 123Q: 3 clusters Score -2.05257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -20525736.000000 Penalty: 5943.154297
	Iteration 124Q: 3 clusters Score -2.052574e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156783 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -20525722.000000 Penalty: 5943.154297
	Iteration 125Q: 3 clusters Score -2.052572e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -20525712.000000 Penalty: 5943.154297
	Iteration 126Q: 3 clusters Score -2.052571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156914 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20525734.000000 Penalty: 5943.154297
	Iteration 127Q: 3 clusters Score -2.052573e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156975 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20525718.000000 Penalty: 5943.154297
	Iteration 128Q: 3 clusters Score -2.052572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20525694.000000 Penalty: 5943.154297
	Iteration 129Q: 3 clusters Score -2.052569e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -20525724.000000 Penalty: 5943.154297
	Iteration 130Q: 3 clusters Score -2.052572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -20525712.000000 Penalty: 5943.154297
	Iteration 131Q: 3 clusters Score -2.052571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20525710.000000 Penalty: 5943.154297
	Iteration 132Q: 3 clusters Score -2.052571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20525680.000000 Penalty: 5943.154297
	Iteration 133Q: 3 clusters Score -2.052568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20525668.000000 Penalty: 5943.154297
	Iteration 134Q: 3 clusters Score -2.052567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -20525706.000000 Penalty: 5943.154297
	Iteration 135Q: 3 clusters Score -2.052571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20525674.000000 Penalty: 5943.154297
	Iteration 136Q: 3 clusters Score -2.052567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -20525660.000000 Penalty: 5943.154297
	Iteration 137Q: 3 clusters Score -2.052566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 138Q: 3 clusters Score -2.052567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20525660.000000 Penalty: 5943.154297
	Iteration 139Q: 3 clusters Score -2.052566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 140F: 3 clusters Score -2.052567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -20525670.000000 Penalty: 5943.154297
	Iteration 141Q: 3 clusters Score -2.052567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20525676.000000 Penalty: 5943.154297
	Iteration 142Q: 3 clusters Score -2.052568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20525702.000000 Penalty: 5943.154297
	Iteration 143Q: 3 clusters Score -2.05257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -20525698.000000 Penalty: 5943.154297
	Iteration 144Q: 3 clusters Score -2.05257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157544 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20525672.000000 Penalty: 5943.154297
	Iteration 145Q: 3 clusters Score -2.052567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157568 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20525662.000000 Penalty: 5943.154297
	Iteration 146Q: 3 clusters Score -2.052566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20525658.000000 Penalty: 5943.154297
	Iteration 147Q: 3 clusters Score -2.052566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20525658.000000 Penalty: 5943.154297
	Iteration 148Q: 3 clusters Score -2.052566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20525638.000000 Penalty: 5943.154297
	Iteration 149Q: 3 clusters Score -2.052564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -20525660.000000 Penalty: 5943.154297
	Iteration 150Q: 3 clusters Score -2.052566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157750 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20525640.000000 Penalty: 5943.154297
	Iteration 151Q: 3 clusters Score -2.052564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -20525656.000000 Penalty: 5943.154297
	Iteration 152Q: 3 clusters Score -2.052566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -20525652.000000 Penalty: 5943.154297
	Iteration 153Q: 3 clusters Score -2.052565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20525650.000000 Penalty: 5943.154297
	Iteration 154Q: 3 clusters Score -2.052565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20525636.000000 Penalty: 5943.154297
	Iteration 155Q: 3 clusters Score -2.052564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157874 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20525636.000000 Penalty: 5943.154297
	Iteration 156Q: 3 clusters Score -2.052564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20525650.000000 Penalty: 5943.154297
	Iteration 157Q: 3 clusters Score -2.052565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20525678.000000 Penalty: 5943.154297
	Iteration 158Q: 3 clusters Score -2.052568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20525628.000000 Penalty: 5943.154297
	Iteration 159Q: 3 clusters Score -2.052563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20525640.000000 Penalty: 5943.154297
	Iteration 160F: 3 clusters Score -2.052564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20525638.000000 Penalty: 5943.154297
	Iteration 161Q: 3 clusters Score -2.052564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20525648.000000 Penalty: 5943.154297
	Iteration 162Q: 3 clusters Score -2.052565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20525628.000000 Penalty: 5943.154297
	Iteration 163Q: 3 clusters Score -2.052563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20525640.000000 Penalty: 5943.154297
	Iteration 164Q: 3 clusters Score -2.052564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158147 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20525638.000000 Penalty: 5943.154297
	Iteration 165Q: 3 clusters Score -2.052564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20525630.000000 Penalty: 5943.154297
	Iteration 166Q: 3 clusters Score -2.052563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20525616.000000 Penalty: 5943.154297
	Iteration 167Q: 3 clusters Score -2.052562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -20525616.000000 Penalty: 5943.154297
	Iteration 168Q: 3 clusters Score -2.052562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20525608.000000 Penalty: 5943.154297
	Iteration 169Q: 3 clusters Score -2.052561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -20525620.000000 Penalty: 5943.154297
	Iteration 170Q: 3 clusters Score -2.052562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20525628.000000 Penalty: 5943.154297
	Iteration 171Q: 3 clusters Score -2.052563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -20525634.000000 Penalty: 5943.154297
	Iteration 172Q: 3 clusters Score -2.052563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20525630.000000 Penalty: 5943.154297
	Iteration 173Q: 3 clusters Score -2.052563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20525638.000000 Penalty: 5943.154297
	Iteration 174Q: 3 clusters Score -2.052564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158282 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20525644.000000 Penalty: 5943.154297
	Iteration 175Q: 3 clusters Score -2.052564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -20525634.000000 Penalty: 5943.154297
	Iteration 176Q: 3 clusters Score -2.052563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20525644.000000 Penalty: 5943.154297
	Iteration 177Q: 3 clusters Score -2.052564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20525640.000000 Penalty: 5943.154297
	Iteration 178Q: 3 clusters Score -2.052564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20525638.000000 Penalty: 5943.154297
	Iteration 179Q: 3 clusters Score -2.052564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20525640.000000 Penalty: 5943.154297
	Iteration 180F: 3 clusters Score -2.052564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20525636.000000 Penalty: 5943.154297
	Iteration 181Q: 3 clusters Score -2.052564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20525642.000000 Penalty: 5943.154297
	Iteration 182Q: 3 clusters Score -2.052564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20525642.000000 Penalty: 5943.154297
	Iteration 183F: 3 clusters Score -2.052564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 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 459 members 
Entering Unmasked Estep 
Score: -109051.695312 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109051.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109322.632812 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109322.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109403.757812 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109403.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109448.015625 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109469.664062 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109483.960938 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109501.289062 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109507.414062 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109508.265625 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109509.023438 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109509.445312 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109510.046875 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109511.164062 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109511.164062 Penalty: 3378.923096
	Iteration 13F: 3 clusters Score -109511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Entering Unmasked Estep 
Score: -9524022.000000 Penalty: 2780.595215
	Iteration 0F: 2 clusters Score -9524022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9474512.000000 Penalty: 5561.190430
	Iteration 0F: 3 clusters Score -9474512 nChanged 34623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -9494279.000000 Penalty: 5561.190430
	Iteration 1F: 3 clusters Score -9494279 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -9495359.000000 Penalty: 5561.190430
	Iteration 2Q: 3 clusters Score -9495359 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -9496586.000000 Penalty: 5561.190430
	Iteration 3Q: 3 clusters Score -9496586 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -9498328.000000 Penalty: 5561.190430
	Iteration 4Q: 3 clusters Score -9498328 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9500562.000000 Penalty: 5561.190430
	Iteration 5F: 3 clusters Score -9500562 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -9503584.000000 Penalty: 5561.190430
	Iteration 6F: 3 clusters Score -9503584 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -9507381.000000 Penalty: 5561.190430
	Iteration 7F: 3 clusters Score -9507381 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9511189.000000 Penalty: 5561.190430
	Iteration 8F: 3 clusters Score -9511189 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -9513509.000000 Penalty: 5561.190430
	Iteration 9F: 3 clusters Score -9513509 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9514419.000000 Penalty: 5561.190430
	Iteration 10Q: 3 clusters Score -9514419 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9514947.000000 Penalty: 5561.190430
	Iteration 11Q: 3 clusters Score -9514947 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9515331.000000 Penalty: 5561.190430
	Iteration 12Q: 3 clusters Score -9515331 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -9515684.000000 Penalty: 5561.190430
	Iteration 13Q: 3 clusters Score -9515684 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -9515950.000000 Penalty: 5561.190430
	Iteration 14Q: 3 clusters Score -9515950 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -9516271.000000 Penalty: 5561.190430
	Iteration 15Q: 3 clusters Score -9516271 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -9516586.000000 Penalty: 5561.190430
	Iteration 16Q: 3 clusters Score -9516586 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -9516838.000000 Penalty: 5561.190430
	Iteration 17Q: 3 clusters Score -9516838 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -9517087.000000 Penalty: 5561.190430
	Iteration 18Q: 3 clusters Score -9517087 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -9517331.000000 Penalty: 5561.190430
	Iteration 19Q: 3 clusters Score -9517331 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -9517559.000000 Penalty: 5561.190430
	Iteration 20F: 3 clusters Score -9517559 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -9517800.000000 Penalty: 5561.190430
	Iteration 21Q: 3 clusters Score -9517800 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -9518094.000000 Penalty: 5561.190430
	Iteration 22Q: 3 clusters Score -9518094 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -9518265.000000 Penalty: 5561.190430
	Iteration 23Q: 3 clusters Score -9518265 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -9518507.000000 Penalty: 5561.190430
	Iteration 24Q: 3 clusters Score -9518507 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -9518710.000000 Penalty: 5561.190430
	Iteration 25Q: 3 clusters Score -9518710 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -9518911.000000 Penalty: 5561.190430
	Iteration 26Q: 3 clusters Score -9518911 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -9519193.000000 Penalty: 5561.190430
	Iteration 27Q: 3 clusters Score -9519193 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -9519371.000000 Penalty: 5561.190430
	Iteration 28Q: 3 clusters Score -9519371 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -9519531.000000 Penalty: 5561.190430
	Iteration 29Q: 3 clusters Score -9519531 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -9519721.000000 Penalty: 5561.190430
	Iteration 30Q: 3 clusters Score -9519721 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9519868.000000 Penalty: 5561.190430
	Iteration 31Q: 3 clusters Score -9519868 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -9520012.000000 Penalty: 5561.190430
	Iteration 32Q: 3 clusters Score -9520012 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -9520178.000000 Penalty: 5561.190430
	Iteration 33Q: 3 clusters Score -9520178 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -9520326.000000 Penalty: 5561.190430
	Iteration 34Q: 3 clusters Score -9520326 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9520450.000000 Penalty: 5561.190430
	Iteration 35Q: 3 clusters Score -9520450 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -9520601.000000 Penalty: 5561.190430
	Iteration 36Q: 3 clusters Score -9520601 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9520768.000000 Penalty: 5561.190430
	Iteration 37Q: 3 clusters Score -9520768 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9520894.000000 Penalty: 5561.190430
	Iteration 38Q: 3 clusters Score -9520894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9521055.000000 Penalty: 5561.190430
	Iteration 39Q: 3 clusters Score -9521055 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -9521142.000000 Penalty: 5561.190430
	Iteration 40F: 3 clusters Score -9521142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9521226.000000 Penalty: 5561.190430
	Iteration 41Q: 3 clusters Score -9521226 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9521303.000000 Penalty: 5561.190430
	Iteration 42Q: 3 clusters Score -9521303 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9521385.000000 Penalty: 5561.190430
	Iteration 43Q: 3 clusters Score -9521385 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9521430.000000 Penalty: 5561.190430
	Iteration 44Q: 3 clusters Score -9521430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9521460.000000 Penalty: 5561.190430
	Iteration 45Q: 3 clusters Score -9521460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9521516.000000 Penalty: 5561.190430
	Iteration 46Q: 3 clusters Score -9521516 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9521574.000000 Penalty: 5561.190430
	Iteration 47Q: 3 clusters Score -9521574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9521596.000000 Penalty: 5561.190430
	Iteration 48Q: 3 clusters Score -9521596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9521647.000000 Penalty: 5561.190430
	Iteration 49Q: 3 clusters Score -9521647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9521678.000000 Penalty: 5561.190430
	Iteration 50Q: 3 clusters Score -9521678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9521743.000000 Penalty: 5561.190430
	Iteration 51Q: 3 clusters Score -9521743 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9521779.000000 Penalty: 5561.190430
	Iteration 52Q: 3 clusters Score -9521779 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9521816.000000 Penalty: 5561.190430
	Iteration 53Q: 3 clusters Score -9521816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9521875.000000 Penalty: 5561.190430
	Iteration 54Q: 3 clusters Score -9521875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9521928.000000 Penalty: 5561.190430
	Iteration 55Q: 3 clusters Score -9521928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9521993.000000 Penalty: 5561.190430
	Iteration 56Q: 3 clusters Score -9521993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9522056.000000 Penalty: 5561.190430
	Iteration 57Q: 3 clusters Score -9522056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9522103.000000 Penalty: 5561.190430
	Iteration 58Q: 3 clusters Score -9522103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9522165.000000 Penalty: 5561.190430
	Iteration 59Q: 3 clusters Score -9522165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9522198.000000 Penalty: 5561.190430
	Iteration 60F: 3 clusters Score -9522198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9522243.000000 Penalty: 5561.190430
	Iteration 61Q: 3 clusters Score -9522243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9522289.000000 Penalty: 5561.190430
	Iteration 62Q: 3 clusters Score -9522289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9522308.000000 Penalty: 5561.190430
	Iteration 63Q: 3 clusters Score -9522308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9522336.000000 Penalty: 5561.190430
	Iteration 64Q: 3 clusters Score -9522336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9522371.000000 Penalty: 5561.190430
	Iteration 65Q: 3 clusters Score -9522371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9522399.000000 Penalty: 5561.190430
	Iteration 66Q: 3 clusters Score -9522399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9522418.000000 Penalty: 5561.190430
	Iteration 67Q: 3 clusters Score -9522418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9522451.000000 Penalty: 5561.190430
	Iteration 68Q: 3 clusters Score -9522451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9522499.000000 Penalty: 5561.190430
	Iteration 69Q: 3 clusters Score -9522499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9522550.000000 Penalty: 5561.190430
	Iteration 70Q: 3 clusters Score -9522550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9522567.000000 Penalty: 5561.190430
	Iteration 71Q: 3 clusters Score -9522567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9522605.000000 Penalty: 5561.190430
	Iteration 72Q: 3 clusters Score -9522605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9522625.000000 Penalty: 5561.190430
	Iteration 73Q: 3 clusters Score -9522625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9522660.000000 Penalty: 5561.190430
	Iteration 74Q: 3 clusters Score -9522660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9522671.000000 Penalty: 5561.190430
	Iteration 75Q: 3 clusters Score -9522671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9522688.000000 Penalty: 5561.190430
	Iteration 76Q: 3 clusters Score -9522688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9522695.000000 Penalty: 5561.190430
	Iteration 77Q: 3 clusters Score -9522695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9522703.000000 Penalty: 5561.190430
	Iteration 78Q: 3 clusters Score -9522703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9522706.000000 Penalty: 5561.190430
	Iteration 79Q: 3 clusters Score -9522706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9522726.000000 Penalty: 5561.190430
	Iteration 80F: 3 clusters Score -9522726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9522739.000000 Penalty: 5561.190430
	Iteration 81Q: 3 clusters Score -9522739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9522746.000000 Penalty: 5561.190430
	Iteration 82Q: 3 clusters Score -9522746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9522738.000000 Penalty: 5561.190430
	Iteration 83Q: 3 clusters Score -9522738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9522751.000000 Penalty: 5561.190430
	Iteration 84Q: 3 clusters Score -9522751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9522748.000000 Penalty: 5561.190430
	Iteration 85Q: 3 clusters Score -9522748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9522746.000000 Penalty: 5561.190430
	Iteration 86Q: 3 clusters Score -9522746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9522750.000000 Penalty: 5561.190430
	Iteration 87Q: 3 clusters Score -9522750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9522750.000000 Penalty: 5561.190430
	Iteration 88F: 3 clusters Score -9522750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -260064.609375 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -260064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257411.312500 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -257411.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -257878.531250 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -257878.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257994.890625 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -257994.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258065.671875 Penalty: 3789.262451
	Iteration 3Q: 3 clusters Score -258065.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258107.468750 Penalty: 3789.262451
	Iteration 4Q: 3 clusters Score -258107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -258136.781250 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -258136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -258162.359375 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -258162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -258176.328125 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -258176.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258188.312500 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -258188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258198.468750 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -258198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -258203.140625 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -258203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -258206.937500 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -258206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -258210.250000 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -258210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -258213.328125 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -258213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258216.000000 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -258216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -258221.468750 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -258221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258226.875000 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -258226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258229.421875 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -258229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -258232.453125 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -258232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258234.031250 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -258234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258236.000000 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -258236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258236.593750 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -258236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258236.718750 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -258236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258237.468750 Penalty: 3789.262451
	Iteration 23Q: 3 clusters Score -258237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258237.468750 Penalty: 3789.262451
	Iteration 24F: 3 clusters Score -258237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -1044996.375000 Penalty: 2236.034912
	Iteration 0F: 2 clusters Score -1044996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1038354.437500 Penalty: 4472.069824
	Iteration 0F: 3 clusters Score -1038354 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1040261.687500 Penalty: 4472.069824
	Iteration 1F: 3 clusters Score -1040262 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1040525.250000 Penalty: 4472.069824
	Iteration 2F: 3 clusters Score -1040525 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1040709.687500 Penalty: 4472.069824
	Iteration 3Q: 3 clusters Score -1040710 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1040881.062500 Penalty: 4472.069824
	Iteration 4Q: 3 clusters Score -1040881 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1041050.062500 Penalty: 4472.069824
	Iteration 5Q: 3 clusters Score -1041050 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1041247.437500 Penalty: 4472.069824
	Iteration 6Q: 3 clusters Score -1041247 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1041433.812500 Penalty: 4472.069824
	Iteration 7Q: 3 clusters Score -1041434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1041625.062500 Penalty: 4472.069824
	Iteration 8Q: 3 clusters Score -1041625 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1041802.500000 Penalty: 4472.069824
	Iteration 9Q: 3 clusters Score -1041802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1041931.812500 Penalty: 4472.069824
	Iteration 10Q: 3 clusters Score -1041932 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1042052.937500 Penalty: 4472.069824
	Iteration 11Q: 3 clusters Score -1042053 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1042172.750000 Penalty: 4472.069824
	Iteration 12Q: 3 clusters Score -1042173 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1042267.000000 Penalty: 4472.069824
	Iteration 13Q: 3 clusters Score -1042267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1042334.500000 Penalty: 4472.069824
	Iteration 14Q: 3 clusters Score -1042334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1042380.375000 Penalty: 4472.069824
	Iteration 15Q: 3 clusters Score -1042380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1042434.750000 Penalty: 4472.069824
	Iteration 16Q: 3 clusters Score -1042435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1042478.062500 Penalty: 4472.069824
	Iteration 17Q: 3 clusters Score -1042478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1042515.812500 Penalty: 4472.069824
	Iteration 18Q: 3 clusters Score -1042516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1042548.000000 Penalty: 4472.069824
	Iteration 19Q: 3 clusters Score -1042548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1042571.125000 Penalty: 4472.069824
	Iteration 20F: 3 clusters Score -1042571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1042588.437500 Penalty: 4472.069824
	Iteration 21Q: 3 clusters Score -1042588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1042610.687500 Penalty: 4472.069824
	Iteration 22Q: 3 clusters Score -1042611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1042624.500000 Penalty: 4472.069824
	Iteration 23Q: 3 clusters Score -1042624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1042643.000000 Penalty: 4472.069824
	Iteration 24Q: 3 clusters Score -1042643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1042657.812500 Penalty: 4472.069824
	Iteration 25Q: 3 clusters Score -1042658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1042673.750000 Penalty: 4472.069824
	Iteration 26Q: 3 clusters Score -1042674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1042684.875000 Penalty: 4472.069824
	Iteration 27Q: 3 clusters Score -1042685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1042695.812500 Penalty: 4472.069824
	Iteration 28Q: 3 clusters Score -1042696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1042705.500000 Penalty: 4472.069824
	Iteration 29Q: 3 clusters Score -1042706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1042715.250000 Penalty: 4472.069824
	Iteration 30Q: 3 clusters Score -1042715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1042728.875000 Penalty: 4472.069824
	Iteration 31Q: 3 clusters Score -1042729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1042741.312500 Penalty: 4472.069824
	Iteration 32Q: 3 clusters Score -1042741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1042753.500000 Penalty: 4472.069824
	Iteration 33Q: 3 clusters Score -1042754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1042760.750000 Penalty: 4472.069824
	Iteration 34Q: 3 clusters Score -1042761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1042768.625000 Penalty: 4472.069824
	Iteration 35Q: 3 clusters Score -1042769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1042780.000000 Penalty: 4472.069824
	Iteration 36Q: 3 clusters Score -1042780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1042790.687500 Penalty: 4472.069824
	Iteration 37Q: 3 clusters Score -1042791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1042801.625000 Penalty: 4472.069824
	Iteration 38Q: 3 clusters Score -1042802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1042818.937500 Penalty: 4472.069824
	Iteration 39Q: 3 clusters Score -1042819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1042831.562500 Penalty: 4472.069824
	Iteration 40F: 3 clusters Score -1042832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1042846.687500 Penalty: 4472.069824
	Iteration 41Q: 3 clusters Score -1042847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1042852.187500 Penalty: 4472.069824
	Iteration 42Q: 3 clusters Score -1042852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1042866.375000 Penalty: 4472.069824
	Iteration 43Q: 3 clusters Score -1042866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1042884.937500 Penalty: 4472.069824
	Iteration 44Q: 3 clusters Score -1042885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1042898.937500 Penalty: 4472.069824
	Iteration 45Q: 3 clusters Score -1042899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1042919.812500 Penalty: 4472.069824
	Iteration 46Q: 3 clusters Score -1042920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1042947.625000 Penalty: 4472.069824
	Iteration 47Q: 3 clusters Score -1042948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1042977.937500 Penalty: 4472.069824
	Iteration 48Q: 3 clusters Score -1042978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1043012.625000 Penalty: 4472.069824
	Iteration 49Q: 3 clusters Score -1043013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1043036.875000 Penalty: 4472.069824
	Iteration 50Q: 3 clusters Score -1043037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1043063.312500 Penalty: 4472.069824
	Iteration 51Q: 3 clusters Score -1043063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1043087.187500 Penalty: 4472.069824
	Iteration 52Q: 3 clusters Score -1043087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1043120.437500 Penalty: 4472.069824
	Iteration 53Q: 3 clusters Score -1043120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1043166.312500 Penalty: 4472.069824
	Iteration 54Q: 3 clusters Score -1043166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1043221.875000 Penalty: 4472.069824
	Iteration 55Q: 3 clusters Score -1043222 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1043273.375000 Penalty: 4472.069824
	Iteration 56Q: 3 clusters Score -1043273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1043308.625000 Penalty: 4472.069824
	Iteration 57Q: 3 clusters Score -1043309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1043332.687500 Penalty: 4472.069824
	Iteration 58Q: 3 clusters Score -1043333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1043366.812500 Penalty: 4472.069824
	Iteration 59Q: 3 clusters Score -1043367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1043394.812500 Penalty: 4472.069824
	Iteration 60F: 3 clusters Score -1043395 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1043423.500000 Penalty: 4472.069824
	Iteration 61Q: 3 clusters Score -1043424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1043448.812500 Penalty: 4472.069824
	Iteration 62Q: 3 clusters Score -1043449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1043471.250000 Penalty: 4472.069824
	Iteration 63Q: 3 clusters Score -1043471 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1043490.500000 Penalty: 4472.069824
	Iteration 64Q: 3 clusters Score -1043490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1043507.937500 Penalty: 4472.069824
	Iteration 65Q: 3 clusters Score -1043508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1043524.750000 Penalty: 4472.069824
	Iteration 66Q: 3 clusters Score -1043525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1043541.750000 Penalty: 4472.069824
	Iteration 67Q: 3 clusters Score -1043542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1043556.000000 Penalty: 4472.069824
	Iteration 68Q: 3 clusters Score -1043556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1043563.187500 Penalty: 4472.069824
	Iteration 69Q: 3 clusters Score -1043563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1043573.687500 Penalty: 4472.069824
	Iteration 70Q: 3 clusters Score -1043574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1043584.000000 Penalty: 4472.069824
	Iteration 71Q: 3 clusters Score -1043584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1043584.750000 Penalty: 4472.069824
	Iteration 72Q: 3 clusters Score -1043585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1043588.187500 Penalty: 4472.069824
	Iteration 73Q: 3 clusters Score -1043588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1043589.687500 Penalty: 4472.069824
	Iteration 74Q: 3 clusters Score -1043590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1043590.125000 Penalty: 4472.069824
	Iteration 75Q: 3 clusters Score -1043590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1043593.312500 Penalty: 4472.069824
	Iteration 76Q: 3 clusters Score -1043593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1043597.500000 Penalty: 4472.069824
	Iteration 77Q: 3 clusters Score -1043598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1043598.812500 Penalty: 4472.069824
	Iteration 78Q: 3 clusters Score -1043599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1043599.250000 Penalty: 4472.069824
	Iteration 79Q: 3 clusters Score -1043599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1043597.500000 Penalty: 4472.069824
	Iteration 80F: 3 clusters Score -1043598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1043597.812500 Penalty: 4472.069824
	Iteration 81Q: 3 clusters Score -1043598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1043597.312500 Penalty: 4472.069824
	Iteration 82Q: 3 clusters Score -1043597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1043598.250000 Penalty: 4472.069824
	Iteration 83Q: 3 clusters Score -1043598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1043602.062500 Penalty: 4472.069824
	Iteration 84Q: 3 clusters Score -1043602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1043604.437500 Penalty: 4472.069824
	Iteration 85Q: 3 clusters Score -1043604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1043602.625000 Penalty: 4472.069824
	Iteration 86Q: 3 clusters Score -1043603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1043602.812500 Penalty: 4472.069824
	Iteration 87Q: 3 clusters Score -1043603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1043603.437500 Penalty: 4472.069824
	Iteration 88Q: 3 clusters Score -1043603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1043605.437500 Penalty: 4472.069824
	Iteration 89Q: 3 clusters Score -1043605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1043606.250000 Penalty: 4472.069824
	Iteration 90Q: 3 clusters Score -1043606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1043605.625000 Penalty: 4472.069824
	Iteration 91Q: 3 clusters Score -1043606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1043605.625000 Penalty: 4472.069824
	Iteration 92F: 3 clusters Score -1043606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -113080.617188 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -113080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111167.929688 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -111167.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111463.507812 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -111463.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111556.156250 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -111556.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111596.351562 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -111596.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111631.539062 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -111631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111646.531250 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -111646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111651.101562 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -111651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111655.796875 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -111655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111656.960938 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -111657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111658.648438 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -111658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111659.406250 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -111659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111659.406250 Penalty: 3385.966553
	Iteration 11F: 3 clusters Score -111659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Entering Unmasked Estep 
Score: -12994454.000000 Penalty: 2857.940674
	Iteration 0F: 2 clusters Score -1.299445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -12926873.000000 Penalty: 5715.881348
	Iteration 0F: 3 clusters Score -1.292687e+07 nChanged 47770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -12953953.000000 Penalty: 5715.881348
	Iteration 1F: 3 clusters Score -1.295395e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -12954792.000000 Penalty: 5715.881348
	Iteration 2Q: 3 clusters Score -1.295479e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -12955779.000000 Penalty: 5715.881348
	Iteration 3Q: 3 clusters Score -1.295578e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -12957036.000000 Penalty: 5715.881348
	Iteration 4Q: 3 clusters Score -1.295704e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -12959119.000000 Penalty: 5715.881348
	Iteration 5Q: 3 clusters Score -1.295912e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -12962291.000000 Penalty: 5715.881348
	Iteration 6F: 3 clusters Score -1.296229e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -12967346.000000 Penalty: 5715.881348
	Iteration 7F: 3 clusters Score -1.296735e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -12973793.000000 Penalty: 5715.881348
	Iteration 8F: 3 clusters Score -1.297379e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -12980417.000000 Penalty: 5715.881348
	Iteration 9F: 3 clusters Score -1.298042e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -12985526.000000 Penalty: 5715.881348
	Iteration 10F: 3 clusters Score -1.298553e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -12988565.000000 Penalty: 5715.881348
	Iteration 11Q: 3 clusters Score -1.298856e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -12990096.000000 Penalty: 5715.881348
	Iteration 12Q: 3 clusters Score -1.29901e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -12990922.000000 Penalty: 5715.881348
	Iteration 13Q: 3 clusters Score -1.299092e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -12991360.000000 Penalty: 5715.881348
	Iteration 14Q: 3 clusters Score -1.299136e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -12991581.000000 Penalty: 5715.881348
	Iteration 15Q: 3 clusters Score -1.299158e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -12991738.000000 Penalty: 5715.881348
	Iteration 16Q: 3 clusters Score -1.299174e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -12991818.000000 Penalty: 5715.881348
	Iteration 17Q: 3 clusters Score -1.299182e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -12991868.000000 Penalty: 5715.881348
	Iteration 18Q: 3 clusters Score -1.299187e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -12991902.000000 Penalty: 5715.881348
	Iteration 19Q: 3 clusters Score -1.29919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12991915.000000 Penalty: 5715.881348
	Iteration 20F: 3 clusters Score -1.299192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -12991947.000000 Penalty: 5715.881348
	Iteration 21Q: 3 clusters Score -1.299195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -12991976.000000 Penalty: 5715.881348
	Iteration 22Q: 3 clusters Score -1.299198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -12991969.000000 Penalty: 5715.881348
	Iteration 23Q: 3 clusters Score -1.299197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -12991989.000000 Penalty: 5715.881348
	Iteration 24Q: 3 clusters Score -1.299199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -12992000.000000 Penalty: 5715.881348
	Iteration 25Q: 3 clusters Score -1.2992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -12992010.000000 Penalty: 5715.881348
	Iteration 26Q: 3 clusters Score -1.299201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12992013.000000 Penalty: 5715.881348
	Iteration 27Q: 3 clusters Score -1.299201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12992018.000000 Penalty: 5715.881348
	Iteration 28Q: 3 clusters Score -1.299202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12992019.000000 Penalty: 5715.881348
	Iteration 29Q: 3 clusters Score -1.299202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12992019.000000 Penalty: 5715.881348
	Iteration 30F: 3 clusters Score -1.299202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292905 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159878 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74019 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100120.000000 Penalty: 78356.250000
Iteration 359Q: 24 clusters Score -1.161001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292905 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159886 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74016 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8236 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 360F: 24 clusters Score -1.161001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292903 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159889 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74013 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8237 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 361Q: 24 clusters Score -1.161001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93174 members 
Mstep: Class 3 contains 52654 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292901 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159892 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74011 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8238 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 362Q: 24 clusters Score -1.161001e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93175 members 
Mstep: Class 3 contains 52652 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292900 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159888 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74008 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100160.000000 Penalty: 78356.250000
Iteration 363Q: 24 clusters Score -1.161002e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93174 members 
Mstep: Class 3 contains 52650 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292898 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159881 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74008 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100184.000000 Penalty: 78356.250000
Iteration 364Q: 24 clusters Score -1.161002e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93170 members 
Mstep: Class 3 contains 52647 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292901 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159877 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74006 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100088.000000 Penalty: 78356.250000
Iteration 365Q: 24 clusters Score -1.161001e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93167 members 
Mstep: Class 3 contains 52642 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292907 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159875 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74001 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100176.000000 Penalty: 78356.250000
Iteration 366Q: 24 clusters Score -1.161002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93164 members 
Mstep: Class 3 contains 52640 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292908 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159876 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73999 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100168.000000 Penalty: 78356.250000
Iteration 367Q: 24 clusters Score -1.161002e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93158 members 
Mstep: Class 3 contains 52639 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292914 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159882 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 74000 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100200.000000 Penalty: 78356.250000
Iteration 368Q: 24 clusters Score -1.161002e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93154 members 
Mstep: Class 3 contains 52637 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292920 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159886 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73997 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100216.000000 Penalty: 78356.250000
Iteration 369Q: 24 clusters Score -1.161002e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93151 members 
Mstep: Class 3 contains 52634 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292929 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159890 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73991 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100208.000000 Penalty: 78356.250000
Iteration 370Q: 24 clusters Score -1.161002e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93143 members 
Mstep: Class 3 contains 52631 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292940 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159902 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73991 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100208.000000 Penalty: 78356.250000
Iteration 371Q: 24 clusters Score -1.161002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93140 members 
Mstep: Class 3 contains 52628 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292943 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46988 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159914 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73990 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100216.000000 Penalty: 78356.250000
Iteration 372Q: 24 clusters Score -1.161002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 93136 members 
Mstep: Class 3 contains 52624 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292943 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159918 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73991 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100160.000000 Penalty: 78356.250000
Iteration 373Q: 24 clusters Score -1.161002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 93130 members 
Mstep: Class 3 contains 52621 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292945 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159919 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73991 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 374Q: 24 clusters Score -1.161001e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 93123 members 
Mstep: Class 3 contains 52620 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292951 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46990 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159921 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73993 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 375Q: 24 clusters Score -1.161001e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 93119 members 
Mstep: Class 3 contains 52619 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292952 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159924 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73992 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 376Q: 24 clusters Score -1.161001e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 93119 members 
Mstep: Class 3 contains 52613 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292955 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159928 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73991 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100144.000000 Penalty: 78356.250000
Iteration 377Q: 24 clusters Score -1.161001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 93116 members 
Mstep: Class 3 contains 52605 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292963 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159935 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73988 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100048.000000 Penalty: 78356.250000
Iteration 378Q: 24 clusters Score -1.161e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 93115 members 
Mstep: Class 3 contains 52598 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21943 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292967 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159939 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 379Q: 24 clusters Score -1.161001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93113 members 
Mstep: Class 3 contains 52592 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292972 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159946 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100008.000000 Penalty: 78356.250000
Iteration 380F: 24 clusters Score -1.161e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 93111 members 
Mstep: Class 3 contains 52587 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21945 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292978 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159949 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73985 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100008.000000 Penalty: 78356.250000
Iteration 381Q: 24 clusters Score -1.161e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 93105 members 
Mstep: Class 3 contains 52582 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21945 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292987 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159951 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100008.000000 Penalty: 78356.250000
Iteration 382Q: 24 clusters Score -1.161e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93096 members 
Mstep: Class 3 contains 52580 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21947 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292994 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159953 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73986 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 383Q: 24 clusters Score -1.161001e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93089 members 
Mstep: Class 3 contains 52579 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 292997 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159955 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099992.000000 Penalty: 78356.250000
Iteration 384Q: 24 clusters Score -1.161e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93084 members 
Mstep: Class 3 contains 52578 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293005 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159955 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73986 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 385Q: 24 clusters Score -1.161001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93081 members 
Mstep: Class 3 contains 52572 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293010 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159953 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73986 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100032.000000 Penalty: 78356.250000
Iteration 386Q: 24 clusters Score -1.161e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93077 members 
Mstep: Class 3 contains 52570 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293012 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159954 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100048.000000 Penalty: 78356.250000
Iteration 387Q: 24 clusters Score -1.161e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93071 members 
Mstep: Class 3 contains 52569 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21945 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293019 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159952 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73988 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100040.000000 Penalty: 78356.250000
Iteration 388Q: 24 clusters Score -1.161e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93064 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293027 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159951 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73987 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100056.000000 Penalty: 78356.250000
Iteration 389Q: 24 clusters Score -1.161001e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93054 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293040 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159951 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73985 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 390Q: 24 clusters Score -1.161001e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93048 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293048 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46993 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159951 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73982 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100032.000000 Penalty: 78356.250000
Iteration 391Q: 24 clusters Score -1.161e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93042 members 
Mstep: Class 3 contains 52569 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21942 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293052 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159949 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73979 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100024.000000 Penalty: 78356.250000
Iteration 392Q: 24 clusters Score -1.161e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93035 members 
Mstep: Class 3 contains 52569 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21941 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293058 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73978 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100000.000000 Penalty: 78356.250000
Iteration 393Q: 24 clusters Score -1.161e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93033 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21940 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293061 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159945 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73977 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100064.000000 Penalty: 78356.250000
Iteration 394Q: 24 clusters Score -1.161001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93029 members 
Mstep: Class 3 contains 52565 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293066 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159943 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73977 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 395Q: 24 clusters Score -1.161001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93028 members 
Mstep: Class 3 contains 52562 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293067 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159939 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73975 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100064.000000 Penalty: 78356.250000
Iteration 396Q: 24 clusters Score -1.161001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93025 members 
Mstep: Class 3 contains 52560 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293071 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159938 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73973 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100064.000000 Penalty: 78356.250000
Iteration 397Q: 24 clusters Score -1.161001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93018 members 
Mstep: Class 3 contains 52556 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21938 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293076 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159936 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73973 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099992.000000 Penalty: 78356.250000
Iteration 398Q: 24 clusters Score -1.161e+08 nChanged 31
Entering ConstructFrom: 
Score: -116099992.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Entering Unmasked Estep 
Score: -1371513.375000 Penalty: 2316.332764
	Iteration 0F: 2 clusters Score -1371513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1362984.250000 Penalty: 4632.665527
	Iteration 0F: 3 clusters Score -1362984 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1365885.625000 Penalty: 4632.665527
	Iteration 1F: 3 clusters Score -1365886 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1366608.125000 Penalty: 4632.665527
	Iteration 2F: 3 clusters Score -1366608 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1367322.500000 Penalty: 4632.665527
	Iteration 3F: 3 clusters Score -1367322 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1367964.000000 Penalty: 4632.665527
	Iteration 4F: 3 clusters Score -1367964 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1368438.625000 Penalty: 4632.665527
	Iteration 5F: 3 clusters Score -1368439 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1368752.625000 Penalty: 4632.665527
	Iteration 6Q: 3 clusters Score -1368753 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1368967.750000 Penalty: 4632.665527
	Iteration 7Q: 3 clusters Score -1368968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1369157.625000 Penalty: 4632.665527
	Iteration 8Q: 3 clusters Score -1369158 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1369293.750000 Penalty: 4632.665527
	Iteration 9Q: 3 clusters Score -1369294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1369400.500000 Penalty: 4632.665527
	Iteration 10Q: 3 clusters Score -1369400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1369472.250000 Penalty: 4632.665527
	Iteration 11Q: 3 clusters Score -1369472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1369532.000000 Penalty: 4632.665527
	Iteration 12Q: 3 clusters Score -1369532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1369579.875000 Penalty: 4632.665527
	Iteration 13Q: 3 clusters Score -1369580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1369612.250000 Penalty: 4632.665527
	Iteration 14Q: 3 clusters Score -1369612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1369639.750000 Penalty: 4632.665527
	Iteration 15Q: 3 clusters Score -1369640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1369653.125000 Penalty: 4632.665527
	Iteration 16Q: 3 clusters Score -1369653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1369664.000000 Penalty: 4632.665527
	Iteration 17Q: 3 clusters Score -1369664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1369669.250000 Penalty: 4632.665527
	Iteration 18Q: 3 clusters Score -1369669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1369675.250000 Penalty: 4632.665527
	Iteration 19Q: 3 clusters Score -1369675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1369677.500000 Penalty: 4632.665527
	Iteration 20F: 3 clusters Score -1369678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1369677.250000 Penalty: 4632.665527
	Iteration 21Q: 3 clusters Score -1369677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1369681.750000 Penalty: 4632.665527
	Iteration 22Q: 3 clusters Score -1369682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1369683.750000 Penalty: 4632.665527
	Iteration 23Q: 3 clusters Score -1369684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1369681.625000 Penalty: 4632.665527
	Iteration 24Q: 3 clusters Score -1369682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1369687.625000 Penalty: 4632.665527
	Iteration 25Q: 3 clusters Score -1369688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1369688.750000 Penalty: 4632.665527
	Iteration 26Q: 3 clusters Score -1369689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1369693.625000 Penalty: 4632.665527
	Iteration 27Q: 3 clusters Score -1369694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1369692.125000 Penalty: 4632.665527
	Iteration 28Q: 3 clusters Score -1369692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1369695.625000 Penalty: 4632.665527
	Iteration 29Q: 3 clusters Score -1369696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1369698.375000 Penalty: 4632.665527
	Iteration 30Q: 3 clusters Score -1369698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1369698.875000 Penalty: 4632.665527
	Iteration 31Q: 3 clusters Score -1369699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1369705.125000 Penalty: 4632.665527
	Iteration 32Q: 3 clusters Score -1369705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1369706.625000 Penalty: 4632.665527
	Iteration 33Q: 3 clusters Score -1369707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1369710.125000 Penalty: 4632.665527
	Iteration 34Q: 3 clusters Score -1369710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1369718.500000 Penalty: 4632.665527
	Iteration 35Q: 3 clusters Score -1369718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1369715.750000 Penalty: 4632.665527
	Iteration 36Q: 3 clusters Score -1369716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1369716.250000 Penalty: 4632.665527
	Iteration 37Q: 3 clusters Score -1369716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1369713.000000 Penalty: 4632.665527
	Iteration 38Q: 3 clusters Score -1369713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1369720.875000 Penalty: 4632.665527
	Iteration 39Q: 3 clusters Score -1369721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1369719.625000 Penalty: 4632.665527
	Iteration 40F: 3 clusters Score -1369720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1369719.125000 Penalty: 4632.665527
	Iteration 41Q: 3 clusters Score -1369719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1369720.000000 Penalty: 4632.665527
	Iteration 42Q: 3 clusters Score -1369720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1369721.250000 Penalty: 4632.665527
	Iteration 43Q: 3 clusters Score -1369721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1369720.375000 Penalty: 4632.665527
	Iteration 44Q: 3 clusters Score -1369720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1369720.375000 Penalty: 4632.665527
	Iteration 45F: 3 clusters Score -1369720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Entering Unmasked Estep 
Score: -11960299.000000 Penalty: 2837.239990
	Iteration 0F: 2 clusters Score -1.19603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11897911.000000 Penalty: 5674.479980
	Iteration 0F: 3 clusters Score -1.189791e+07 nChanged 43917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -11923319.000000 Penalty: 5674.479980
	Iteration 1F: 3 clusters Score -1.192332e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -11924356.000000 Penalty: 5674.479980
	Iteration 2Q: 3 clusters Score -1.192436e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -11925794.000000 Penalty: 5674.479980
	Iteration 3Q: 3 clusters Score -1.192579e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -11927522.000000 Penalty: 5674.479980
	Iteration 4Q: 3 clusters Score -1.192752e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -11929686.000000 Penalty: 5674.479980
	Iteration 5Q: 3 clusters Score -1.192969e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -11932668.000000 Penalty: 5674.479980
	Iteration 6F: 3 clusters Score -1.193267e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -11936630.000000 Penalty: 5674.479980
	Iteration 7F: 3 clusters Score -1.193663e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -11940775.000000 Penalty: 5674.479980
	Iteration 8F: 3 clusters Score -1.194078e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -11943616.000000 Penalty: 5674.479980
	Iteration 9F: 3 clusters Score -1.194362e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -11944855.000000 Penalty: 5674.479980
	Iteration 10Q: 3 clusters Score -1.194486e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -11945391.000000 Penalty: 5674.479980
	Iteration 11Q: 3 clusters Score -1.194539e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -11945602.000000 Penalty: 5674.479980
	Iteration 12Q: 3 clusters Score -1.19456e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -11945723.000000 Penalty: 5674.479980
	Iteration 13Q: 3 clusters Score -1.194572e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -11945828.000000 Penalty: 5674.479980
	Iteration 14Q: 3 clusters Score -1.194583e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -11945948.000000 Penalty: 5674.479980
	Iteration 15Q: 3 clusters Score -1.194595e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -11946096.000000 Penalty: 5674.479980
	Iteration 16Q: 3 clusters Score -1.19461e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -11946213.000000 Penalty: 5674.479980
	Iteration 17Q: 3 clusters Score -1.194621e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -11946345.000000 Penalty: 5674.479980
	Iteration 18Q: 3 clusters Score -1.194634e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -11946502.000000 Penalty: 5674.479980
	Iteration 19Q: 3 clusters Score -1.19465e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -11946612.000000 Penalty: 5674.479980
	Iteration 20F: 3 clusters Score -1.194661e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -11946765.000000 Penalty: 5674.479980
	Iteration 21Q: 3 clusters Score -1.194676e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -11946895.000000 Penalty: 5674.479980
	Iteration 22Q: 3 clusters Score -1.19469e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -11947034.000000 Penalty: 5674.479980
	Iteration 23Q: 3 clusters Score -1.194703e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -11947246.000000 Penalty: 5674.479980
	Iteration 24Q: 3 clusters Score -1.194725e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -11947430.000000 Penalty: 5674.479980
	Iteration 25Q: 3 clusters Score -1.194743e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -11947546.000000 Penalty: 5674.479980
	Iteration 26Q: 3 clusters Score -1.194755e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -11947810.000000 Penalty: 5674.479980
	Iteration 27Q: 3 clusters Score -1.194781e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -11948044.000000 Penalty: 5674.479980
	Iteration 28Q: 3 clusters Score -1.194804e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -11948262.000000 Penalty: 5674.479980
	Iteration 29Q: 3 clusters Score -1.194826e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -11948555.000000 Penalty: 5674.479980
	Iteration 30Q: 3 clusters Score -1.194856e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -11948785.000000 Penalty: 5674.479980
	Iteration 31Q: 3 clusters Score -1.194878e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -11949219.000000 Penalty: 5674.479980
	Iteration 32Q: 3 clusters Score -1.194922e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -11949534.000000 Penalty: 5674.479980
	Iteration 33Q: 3 clusters Score -1.194953e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -11949909.000000 Penalty: 5674.479980
	Iteration 34Q: 3 clusters Score -1.194991e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -11950352.000000 Penalty: 5674.479980
	Iteration 35Q: 3 clusters Score -1.195035e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -11950878.000000 Penalty: 5674.479980
	Iteration 36Q: 3 clusters Score -1.195088e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -11951478.000000 Penalty: 5674.479980
	Iteration 37Q: 3 clusters Score -1.195148e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -11952116.000000 Penalty: 5674.479980
	Iteration 38Q: 3 clusters Score -1.195212e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -11952804.000000 Penalty: 5674.479980
	Iteration 39Q: 3 clusters Score -1.19528e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -11953565.000000 Penalty: 5674.479980
	Iteration 40F: 3 clusters Score -1.195356e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -11954298.000000 Penalty: 5674.479980
	Iteration 41Q: 3 clusters Score -1.19543e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -11955084.000000 Penalty: 5674.479980
	Iteration 42Q: 3 clusters Score -1.195508e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -11955752.000000 Penalty: 5674.479980
	Iteration 43Q: 3 clusters Score -1.195575e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11956291.000000 Penalty: 5674.479980
	Iteration 44Q: 3 clusters Score -1.195629e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11956722.000000 Penalty: 5674.479980
	Iteration 45Q: 3 clusters Score -1.195672e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -11957048.000000 Penalty: 5674.479980
	Iteration 46Q: 3 clusters Score -1.195705e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11957220.000000 Penalty: 5674.479980
	Iteration 47Q: 3 clusters Score -1.195722e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11957368.000000 Penalty: 5674.479980
	Iteration 48Q: 3 clusters Score -1.195737e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11957489.000000 Penalty: 5674.479980
	Iteration 49Q: 3 clusters Score -1.195749e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11957624.000000 Penalty: 5674.479980
	Iteration 50Q: 3 clusters Score -1.195762e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11957682.000000 Penalty: 5674.479980
	Iteration 51Q: 3 clusters Score -1.195768e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11957728.000000 Penalty: 5674.479980
	Iteration 52Q: 3 clusters Score -1.195773e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11957758.000000 Penalty: 5674.479980
	Iteration 53Q: 3 clusters Score -1.195776e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11957796.000000 Penalty: 5674.479980
	Iteration 54Q: 3 clusters Score -1.19578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11957814.000000 Penalty: 5674.479980
	Iteration 55Q: 3 clusters Score -1.195781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11957825.000000 Penalty: 5674.479980
	Iteration 56Q: 3 clusters Score -1.195782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11957822.000000 Penalty: 5674.479980
	Iteration 57Q: 3 clusters Score -1.195782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11957839.000000 Penalty: 5674.479980
	Iteration 58Q: 3 clusters Score -1.195784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11957846.000000 Penalty: 5674.479980
	Iteration 59Q: 3 clusters Score -1.195785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11957853.000000 Penalty: 5674.479980
	Iteration 60F: 3 clusters Score -1.195785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11957865.000000 Penalty: 5674.479980
	Iteration 61Q: 3 clusters Score -1.195786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11957875.000000 Penalty: 5674.479980
	Iteration 62Q: 3 clusters Score -1.195788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11957882.000000 Penalty: 5674.479980
	Iteration 63Q: 3 clusters Score -1.195788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11957883.000000 Penalty: 5674.479980
	Iteration 64Q: 3 clusters Score -1.195788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11957889.000000 Penalty: 5674.479980
	Iteration 65Q: 3 clusters Score -1.195789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11957904.000000 Penalty: 5674.479980
	Iteration 66Q: 3 clusters Score -1.19579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11957913.000000 Penalty: 5674.479980
	Iteration 67Q: 3 clusters Score -1.195791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11957924.000000 Penalty: 5674.479980
	Iteration 68Q: 3 clusters Score -1.195792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11957940.000000 Penalty: 5674.479980
	Iteration 69Q: 3 clusters Score -1.195794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11957941.000000 Penalty: 5674.479980
	Iteration 70Q: 3 clusters Score -1.195794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11957941.000000 Penalty: 5674.479980
	Iteration 71Q: 3 clusters Score -1.195794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11957937.000000 Penalty: 5674.479980
	Iteration 72Q: 3 clusters Score -1.195794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11957941.000000 Penalty: 5674.479980
	Iteration 73Q: 3 clusters Score -1.195794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11957943.000000 Penalty: 5674.479980
	Iteration 74Q: 3 clusters Score -1.195794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11957945.000000 Penalty: 5674.479980
	Iteration 75Q: 3 clusters Score -1.195794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11957949.000000 Penalty: 5674.479980
	Iteration 76Q: 3 clusters Score -1.195795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11957941.000000 Penalty: 5674.479980
	Iteration 77Q: 3 clusters Score -1.195794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11957956.000000 Penalty: 5674.479980
	Iteration 78Q: 3 clusters Score -1.195796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11957955.000000 Penalty: 5674.479980
	Iteration 79Q: 3 clusters Score -1.195796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11957955.000000 Penalty: 5674.479980
	Iteration 80F: 3 clusters Score -1.195796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11957948.000000 Penalty: 5674.479980
	Iteration 81Q: 3 clusters Score -1.195795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11957953.000000 Penalty: 5674.479980
	Iteration 82Q: 3 clusters Score -1.195795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11957953.000000 Penalty: 5674.479980
	Iteration 83Q: 3 clusters Score -1.195795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11957953.000000 Penalty: 5674.479980
	Iteration 84F: 3 clusters Score -1.195795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Entering Unmasked Estep 
Score: -6780968.500000 Penalty: 2695.641113
	Iteration 0F: 2 clusters Score -6780968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -6745690.000000 Penalty: 5391.282227
	Iteration 0F: 3 clusters Score -6745690 nChanged 24054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6759053.500000 Penalty: 5391.282227
	Iteration 1F: 3 clusters Score -6759054 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6759596.000000 Penalty: 5391.282227
	Iteration 2Q: 3 clusters Score -6759596 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -6760094.000000 Penalty: 5391.282227
	Iteration 3Q: 3 clusters Score -6760094 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6760692.500000 Penalty: 5391.282227
	Iteration 4Q: 3 clusters Score -6760692 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6761391.000000 Penalty: 5391.282227
	Iteration 5Q: 3 clusters Score -6761391 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6762422.500000 Penalty: 5391.282227
	Iteration 6Q: 3 clusters Score -6762422 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6763856.000000 Penalty: 5391.282227
	Iteration 7F: 3 clusters Score -6763856 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -6765901.500000 Penalty: 5391.282227
	Iteration 8F: 3 clusters Score -6765902 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6768328.000000 Penalty: 5391.282227
	Iteration 9F: 3 clusters Score -6768328 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -6770322.500000 Penalty: 5391.282227
	Iteration 10F: 3 clusters Score -6770322 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -6771492.500000 Penalty: 5391.282227
	Iteration 11Q: 3 clusters Score -6771492 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -6771967.000000 Penalty: 5391.282227
	Iteration 12Q: 3 clusters Score -6771967 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6772274.000000 Penalty: 5391.282227
	Iteration 13Q: 3 clusters Score -6772274 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6772475.000000 Penalty: 5391.282227
	Iteration 14Q: 3 clusters Score -6772475 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -6772668.500000 Penalty: 5391.282227
	Iteration 15Q: 3 clusters Score -6772668 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -6772897.000000 Penalty: 5391.282227
	Iteration 16Q: 3 clusters Score -6772897 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -6773072.000000 Penalty: 5391.282227
	Iteration 17Q: 3 clusters Score -6773072 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6773299.500000 Penalty: 5391.282227
	Iteration 18Q: 3 clusters Score -6773300 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -6773617.500000 Penalty: 5391.282227
	Iteration 19Q: 3 clusters Score -6773618 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -6773944.500000 Penalty: 5391.282227
	Iteration 20F: 3 clusters Score -6773944 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6774268.500000 Penalty: 5391.282227
	Iteration 21Q: 3 clusters Score -6774268 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -6774552.500000 Penalty: 5391.282227
	Iteration 22Q: 3 clusters Score -6774552 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6774938.000000 Penalty: 5391.282227
	Iteration 23Q: 3 clusters Score -6774938 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6775321.000000 Penalty: 5391.282227
	Iteration 24Q: 3 clusters Score -6775321 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6775657.500000 Penalty: 5391.282227
	Iteration 25Q: 3 clusters Score -6775658 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -6775932.000000 Penalty: 5391.282227
	Iteration 26Q: 3 clusters Score -6775932 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -6776207.000000 Penalty: 5391.282227
	Iteration 27Q: 3 clusters Score -6776207 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6776474.000000 Penalty: 5391.282227
	Iteration 28Q: 3 clusters Score -6776474 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6776714.000000 Penalty: 5391.282227
	Iteration 29Q: 3 clusters Score -6776714 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -6776874.500000 Penalty: 5391.282227
	Iteration 30Q: 3 clusters Score -6776874 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6777033.500000 Penalty: 5391.282227
	Iteration 31Q: 3 clusters Score -6777034 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -6777171.500000 Penalty: 5391.282227
	Iteration 32Q: 3 clusters Score -6777172 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6777321.500000 Penalty: 5391.282227
	Iteration 33Q: 3 clusters Score -6777322 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -6777441.000000 Penalty: 5391.282227
	Iteration 34Q: 3 clusters Score -6777441 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6777543.000000 Penalty: 5391.282227
	Iteration 35Q: 3 clusters Score -6777543 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -6777661.000000 Penalty: 5391.282227
	Iteration 36Q: 3 clusters Score -6777661 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6777714.500000 Penalty: 5391.282227
	Iteration 37Q: 3 clusters Score -6777714 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6777787.500000 Penalty: 5391.282227
	Iteration 38Q: 3 clusters Score -6777788 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -6777868.500000 Penalty: 5391.282227
	Iteration 39Q: 3 clusters Score -6777868 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6777911.000000 Penalty: 5391.282227
	Iteration 40F: 3 clusters Score -6777911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -6777963.500000 Penalty: 5391.282227
	Iteration 41Q: 3 clusters Score -6777964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6778012.000000 Penalty: 5391.282227
	Iteration 42Q: 3 clusters Score -6778012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -6778051.000000 Penalty: 5391.282227
	Iteration 43Q: 3 clusters Score -6778051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -6778089.500000 Penalty: 5391.282227
	Iteration 44Q: 3 clusters Score -6778090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -6778109.500000 Penalty: 5391.282227
	Iteration 45Q: 3 clusters Score -6778110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6778134.000000 Penalty: 5391.282227
	Iteration 46Q: 3 clusters Score -6778134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -6778147.500000 Penalty: 5391.282227
	Iteration 47Q: 3 clusters Score -6778148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6778186.000000 Penalty: 5391.282227
	Iteration 48Q: 3 clusters Score -6778186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6778219.500000 Penalty: 5391.282227
	Iteration 49Q: 3 clusters Score -6778220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6778257.000000 Penalty: 5391.282227
	Iteration 50Q: 3 clusters Score -6778257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6778255.500000 Penalty: 5391.282227
	Iteration 51Q: 3 clusters Score -6778256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6778285.000000 Penalty: 5391.282227
	Iteration 52Q: 3 clusters Score -6778285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6778293.500000 Penalty: 5391.282227
	Iteration 53Q: 3 clusters Score -6778294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6778310.500000 Penalty: 5391.282227
	Iteration 54Q: 3 clusters Score -6778310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6778334.000000 Penalty: 5391.282227
	Iteration 55Q: 3 clusters Score -6778334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6778359.500000 Penalty: 5391.282227
	Iteration 56Q: 3 clusters Score -6778360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -6778386.000000 Penalty: 5391.282227
	Iteration 57Q: 3 clusters Score -6778386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6778401.500000 Penalty: 5391.282227
	Iteration 58Q: 3 clusters Score -6778402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -6778418.000000 Penalty: 5391.282227
	Iteration 59Q: 3 clusters Score -6778418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6778416.500000 Penalty: 5391.282227
	Iteration 60F: 3 clusters Score -6778416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6778434.500000 Penalty: 5391.282227
	Iteration 61Q: 3 clusters Score -6778434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -6778461.500000 Penalty: 5391.282227
	Iteration 62Q: 3 clusters Score -6778462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6778474.000000 Penalty: 5391.282227
	Iteration 63Q: 3 clusters Score -6778474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6778479.000000 Penalty: 5391.282227
	Iteration 64Q: 3 clusters Score -6778479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6778500.000000 Penalty: 5391.282227
	Iteration 65Q: 3 clusters Score -6778500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -6778519.000000 Penalty: 5391.282227
	Iteration 66Q: 3 clusters Score -6778519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6778515.000000 Penalty: 5391.282227
	Iteration 67Q: 3 clusters Score -6778515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6778515.000000 Penalty: 5391.282227
	Iteration 68Q: 3 clusters Score -6778515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6778524.000000 Penalty: 5391.282227
	Iteration 69Q: 3 clusters Score -6778524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6778533.500000 Penalty: 5391.282227
	Iteration 70Q: 3 clusters Score -6778534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -6778542.000000 Penalty: 5391.282227
	Iteration 71Q: 3 clusters Score -6778542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6778551.500000 Penalty: 5391.282227
	Iteration 72Q: 3 clusters Score -6778552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6778557.000000 Penalty: 5391.282227
	Iteration 73Q: 3 clusters Score -6778557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -6778562.500000 Penalty: 5391.282227
	Iteration 74Q: 3 clusters Score -6778562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6778560.000000 Penalty: 5391.282227
	Iteration 75Q: 3 clusters Score -6778560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -6778552.500000 Penalty: 5391.282227
	Iteration 76Q: 3 clusters Score -6778552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6778566.500000 Penalty: 5391.282227
	Iteration 77Q: 3 clusters Score -6778566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -6778562.000000 Penalty: 5391.282227
	Iteration 78Q: 3 clusters Score -6778562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -6778564.000000 Penalty: 5391.282227
	Iteration 79Q: 3 clusters Score -6778564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -6778564.000000 Penalty: 5391.282227
	Iteration 80F: 3 clusters Score -6778564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -6778560.500000 Penalty: 5391.282227
	Iteration 81Q: 3 clusters Score -6778560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6778567.500000 Penalty: 5391.282227
	Iteration 82Q: 3 clusters Score -6778568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -6778574.000000 Penalty: 5391.282227
	Iteration 83Q: 3 clusters Score -6778574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6778577.000000 Penalty: 5391.282227
	Iteration 84Q: 3 clusters Score -6778577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6778574.000000 Penalty: 5391.282227
	Iteration 85Q: 3 clusters Score -6778574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -6778568.500000 Penalty: 5391.282227
	Iteration 86Q: 3 clusters Score -6778568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -6778580.000000 Penalty: 5391.282227
	Iteration 87Q: 3 clusters Score -6778580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6778581.000000 Penalty: 5391.282227
	Iteration 88Q: 3 clusters Score -6778581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -6778590.000000 Penalty: 5391.282227
	Iteration 89Q: 3 clusters Score -6778590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6778585.000000 Penalty: 5391.282227
	Iteration 90Q: 3 clusters Score -6778585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6778587.500000 Penalty: 5391.282227
	Iteration 91Q: 3 clusters Score -6778588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6778588.000000 Penalty: 5391.282227
	Iteration 92Q: 3 clusters Score -6778588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6778588.000000 Penalty: 5391.282227
	Iteration 93F: 3 clusters Score -6778588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -619050.500000 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -619050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -614602.812500 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -614602.8 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -615612.187500 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -615612.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -615814.000000 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -615814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -615919.937500 Penalty: 4214.102051
	Iteration 3Q: 3 clusters Score -615919.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -615996.750000 Penalty: 4214.102051
	Iteration 4Q: 3 clusters Score -615996.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -616050.500000 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -616050.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -616084.812500 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -616084.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -616111.562500 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -616111.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -616137.812500 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -616137.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -616161.625000 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -616161.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -616184.062500 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -616184.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -616206.750000 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -616206.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -616228.812500 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -616228.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -616249.437500 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -616249.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -616267.875000 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -616267.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -616287.500000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -616287.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -616307.625000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -616307.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -616331.312500 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -616331.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -616360.062500 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -616360.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -616395.375000 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -616395.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -616433.875000 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -616433.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -616476.187500 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -616476.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -616512.812500 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -616512.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -616550.437500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -616550.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -616578.062500 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -616578.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -616599.500000 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -616599.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -616619.625000 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -616619.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -616646.250000 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -616646.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -616671.500000 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -616671.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -616700.437500 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -616700.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -616729.500000 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -616729.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -616760.062500 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -616760.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -616796.687500 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -616796.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -616825.375000 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -616825.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -616851.500000 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -616851.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -616872.062500 Penalty: 4214.102051
	Iteration 35Q: 3 clusters Score -616872.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -616894.250000 Penalty: 4214.102051
	Iteration 36Q: 3 clusters Score -616894.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -616916.125000 Penalty: 4214.102051
	Iteration 37Q: 3 clusters Score -616916.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -616936.437500 Penalty: 4214.102051
	Iteration 38Q: 3 clusters Score -616936.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -616952.250000 Penalty: 4214.102051
	Iteration 39Q: 3 clusters Score -616952.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -616965.062500 Penalty: 4214.102051
	Iteration 40F: 3 clusters Score -616965.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -616974.125000 Penalty: 4214.102051
	Iteration 41Q: 3 clusters Score -616974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -616980.625000 Penalty: 4214.102051
	Iteration 42Q: 3 clusters Score -616980.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -616985.812500 Penalty: 4214.102051
	Iteration 43Q: 3 clusters Score -616985.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -616996.437500 Penalty: 4214.102051
	Iteration 44Q: 3 clusters Score -616996.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -617002.562500 Penalty: 4214.102051
	Iteration 45Q: 3 clusters Score -617002.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -617012.875000 Penalty: 4214.102051
	Iteration 46Q: 3 clusters Score -617012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -617016.375000 Penalty: 4214.102051
	Iteration 47Q: 3 clusters Score -617016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -617020.562500 Penalty: 4214.102051
	Iteration 48Q: 3 clusters Score -617020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -617023.937500 Penalty: 4214.102051
	Iteration 49Q: 3 clusters Score -617023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -617027.937500 Penalty: 4214.102051
	Iteration 50Q: 3 clusters Score -617027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -617032.000000 Penalty: 4214.102051
	Iteration 51Q: 3 clusters Score -617032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -617033.812500 Penalty: 4214.102051
	Iteration 52Q: 3 clusters Score -617033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -617036.187500 Penalty: 4214.102051
	Iteration 53Q: 3 clusters Score -617036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -617038.812500 Penalty: 4214.102051
	Iteration 54Q: 3 clusters Score -617038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -617041.437500 Penalty: 4214.102051
	Iteration 55Q: 3 clusters Score -617041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -617042.500000 Penalty: 4214.102051
	Iteration 56Q: 3 clusters Score -617042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -617042.375000 Penalty: 4214.102051
	Iteration 57Q: 3 clusters Score -617042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -617042.937500 Penalty: 4214.102051
	Iteration 58Q: 3 clusters Score -617042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -617044.437500 Penalty: 4214.102051
	Iteration 59Q: 3 clusters Score -617044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -617045.125000 Penalty: 4214.102051
	Iteration 60F: 3 clusters Score -617045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -617046.062500 Penalty: 4214.102051
	Iteration 61Q: 3 clusters Score -617046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -617047.937500 Penalty: 4214.102051
	Iteration 62Q: 3 clusters Score -617047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -617046.875000 Penalty: 4214.102051
	Iteration 63Q: 3 clusters Score -617046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -617049.187500 Penalty: 4214.102051
	Iteration 64Q: 3 clusters Score -617049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -617050.125000 Penalty: 4214.102051
	Iteration 65Q: 3 clusters Score -617050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -617051.250000 Penalty: 4214.102051
	Iteration 66Q: 3 clusters Score -617051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -617052.187500 Penalty: 4214.102051
	Iteration 67Q: 3 clusters Score -617052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -617051.750000 Penalty: 4214.102051
	Iteration 68Q: 3 clusters Score -617051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -617054.562500 Penalty: 4214.102051
	Iteration 69Q: 3 clusters Score -617054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -617054.875000 Penalty: 4214.102051
	Iteration 70Q: 3 clusters Score -617054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -617055.937500 Penalty: 4214.102051
	Iteration 71Q: 3 clusters Score -617055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -617056.500000 Penalty: 4214.102051
	Iteration 72Q: 3 clusters Score -617056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -617056.500000 Penalty: 4214.102051
	Iteration 73F: 3 clusters Score -617056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Entering Unmasked Estep 
Score: -2842372.250000 Penalty: 2478.990479
	Iteration 0F: 2 clusters Score -2842372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2827070.500000 Penalty: 4957.980957
	Iteration 0F: 3 clusters Score -2827070 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2832059.000000 Penalty: 4957.980957
	Iteration 1F: 3 clusters Score -2832059 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2832398.000000 Penalty: 4957.980957
	Iteration 2Q: 3 clusters Score -2832398 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2832665.000000 Penalty: 4957.980957
	Iteration 3Q: 3 clusters Score -2832665 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2832899.250000 Penalty: 4957.980957
	Iteration 4Q: 3 clusters Score -2832899 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2833111.250000 Penalty: 4957.980957
	Iteration 5Q: 3 clusters Score -2833111 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2833329.250000 Penalty: 4957.980957
	Iteration 6Q: 3 clusters Score -2833329 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2833570.750000 Penalty: 4957.980957
	Iteration 7Q: 3 clusters Score -2833571 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2833873.500000 Penalty: 4957.980957
	Iteration 8Q: 3 clusters Score -2833874 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2834319.000000 Penalty: 4957.980957
	Iteration 9Q: 3 clusters Score -2834319 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2834913.000000 Penalty: 4957.980957
	Iteration 10Q: 3 clusters Score -2834913 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2835709.750000 Penalty: 4957.980957
	Iteration 11F: 3 clusters Score -2835710 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2836701.000000 Penalty: 4957.980957
	Iteration 12F: 3 clusters Score -2836701 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2837775.000000 Penalty: 4957.980957
	Iteration 13F: 3 clusters Score -2837775 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2838716.000000 Penalty: 4957.980957
	Iteration 14Q: 3 clusters Score -2838716 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2839311.500000 Penalty: 4957.980957
	Iteration 15Q: 3 clusters Score -2839312 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2839712.250000 Penalty: 4957.980957
	Iteration 16Q: 3 clusters Score -2839712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2839929.500000 Penalty: 4957.980957
	Iteration 17Q: 3 clusters Score -2839930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2840042.750000 Penalty: 4957.980957
	Iteration 18Q: 3 clusters Score -2840043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2840095.500000 Penalty: 4957.980957
	Iteration 19Q: 3 clusters Score -2840096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2840122.500000 Penalty: 4957.980957
	Iteration 20F: 3 clusters Score -2840122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2840145.250000 Penalty: 4957.980957
	Iteration 21Q: 3 clusters Score -2840145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2840166.000000 Penalty: 4957.980957
	Iteration 22Q: 3 clusters Score -2840166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2840176.750000 Penalty: 4957.980957
	Iteration 23Q: 3 clusters Score -2840177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2840180.500000 Penalty: 4957.980957
	Iteration 24Q: 3 clusters Score -2840180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2840183.500000 Penalty: 4957.980957
	Iteration 25Q: 3 clusters Score -2840184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2840185.000000 Penalty: 4957.980957
	Iteration 26Q: 3 clusters Score -2840185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2840185.000000 Penalty: 4957.980957
	Iteration 27F: 3 clusters Score -2840185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40364.660156 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40364.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40512.675781 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40512.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40542.480469 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40542.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40545.703125 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40545.703125 Penalty: 2913.965820
	Iteration 4F: 3 clusters Score -40545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (293086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293086 members 
Entering Unmasked Estep 
Score: -37262680.000000 Penalty: 3121.878906
	Iteration 0F: 2 clusters Score -3.726268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -37086632.000000 Penalty: 6243.757812
	Iteration 0F: 3 clusters Score -3.708663e+07 nChanged 141805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -37170712.000000 Penalty: 6243.757812
	Iteration 1F: 3 clusters Score -3.717071e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 143000 members 
Entering Unmasked Estep 
Score: -37171384.000000 Penalty: 6243.757812
	Iteration 2Q: 3 clusters Score -3.717138e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -37172096.000000 Penalty: 6243.757812
	Iteration 3Q: 3 clusters Score -3.71721e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -37173332.000000 Penalty: 6243.757812
	Iteration 4Q: 3 clusters Score -3.717333e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -37175204.000000 Penalty: 6243.757812
	Iteration 5Q: 3 clusters Score -3.71752e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -37177896.000000 Penalty: 6243.757812
	Iteration 6Q: 3 clusters Score -3.71779e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -37183040.000000 Penalty: 6243.757812
	Iteration 7Q: 3 clusters Score -3.718304e+07 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196046 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -37192036.000000 Penalty: 6243.757812
	Iteration 8F: 3 clusters Score -3.719204e+07 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217140 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -37205732.000000 Penalty: 6243.757812
	Iteration 9F: 3 clusters Score -3.720573e+07 nChanged 23155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240115 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -37222856.000000 Penalty: 6243.757812
	Iteration 10F: 3 clusters Score -3.722286e+07 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260361 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -37237312.000000 Penalty: 6243.757812
	Iteration 11F: 3 clusters Score -3.723731e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275086 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -37247908.000000 Penalty: 6243.757812
	Iteration 12F: 3 clusters Score -3.724791e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284207 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -37253836.000000 Penalty: 6243.757812
	Iteration 13Q: 3 clusters Score -3.725384e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288900 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -37257152.000000 Penalty: 6243.757812
	Iteration 14Q: 3 clusters Score -3.725715e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291022 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -37258608.000000 Penalty: 6243.757812
	Iteration 15Q: 3 clusters Score -3.725861e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291902 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -37259224.000000 Penalty: 6243.757812
	Iteration 16Q: 3 clusters Score -3.725922e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292287 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -37259508.000000 Penalty: 6243.757812
	Iteration 17Q: 3 clusters Score -3.725951e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -37259676.000000 Penalty: 6243.757812
	Iteration 18Q: 3 clusters Score -3.725968e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292527 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -37259764.000000 Penalty: 6243.757812
	Iteration 19Q: 3 clusters Score -3.725976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292573 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -37259776.000000 Penalty: 6243.757812
	Iteration 20F: 3 clusters Score -3.725978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292604 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37259856.000000 Penalty: 6243.757812
	Iteration 21Q: 3 clusters Score -3.725986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292629 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37259872.000000 Penalty: 6243.757812
	Iteration 22Q: 3 clusters Score -3.725987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292643 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37259896.000000 Penalty: 6243.757812
	Iteration 23Q: 3 clusters Score -3.72599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292651 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37259940.000000 Penalty: 6243.757812
	Iteration 24Q: 3 clusters Score -3.725994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37259936.000000 Penalty: 6243.757812
	Iteration 25Q: 3 clusters Score -3.725994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292669 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37259936.000000 Penalty: 6243.757812
	Iteration 26Q: 3 clusters Score -3.725994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292672 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37259988.000000 Penalty: 6243.757812
	Iteration 27Q: 3 clusters Score -3.725999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292673 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37259980.000000 Penalty: 6243.757812
	Iteration 28Q: 3 clusters Score -3.725998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292677 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37259972.000000 Penalty: 6243.757812
	Iteration 29Q: 3 clusters Score -3.725997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292680 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37259968.000000 Penalty: 6243.757812
	Iteration 30Q: 3 clusters Score -3.725997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292684 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37259956.000000 Penalty: 6243.757812
	Iteration 31Q: 3 clusters Score -3.725996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292684 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37259956.000000 Penalty: 6243.757812
	Iteration 32F: 3 clusters Score -3.725996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294537.625000 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294537.6 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 1220 members 
Entering Unmasked Estep 
Score: -291628.906250 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291628.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -292211.562500 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -292211.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -292368.531250 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292368.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -292445.875000 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -292445.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -292521.562500 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292521.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292601.593750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292601.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -292693.656250 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -292693.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292772.000000 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -292772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -292820.218750 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -292820.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -292869.437500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -292869.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -292939.437500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -292939.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -293011.718750 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -293011.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293080.500000 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -293080.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293137.406250 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -293137.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -293179.812500 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -293179.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -293209.875000 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -293209.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -293229.812500 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -293229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -293241.531250 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -293241.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -293249.937500 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -293249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -293256.062500 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -293256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -293260.031250 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -293267.875000 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -293272.250000 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -293278.250000 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -293283.812500 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -293289.531250 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -293295.125000 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -293300.125000 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -293300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -293302.406250 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -293302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -293305.031250 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -293305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -293308.093750 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -293308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -293311.437500 Penalty: 3870.301270
	Iteration 31Q: 3 clusters Score -293311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -293314.125000 Penalty: 3870.301270
	Iteration 32Q: 3 clusters Score -293314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -293316.843750 Penalty: 3870.301270
	Iteration 33Q: 3 clusters Score -293316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -293317.406250 Penalty: 3870.301270
	Iteration 34Q: 3 clusters Score -293317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -293317.687500 Penalty: 3870.301270
	Iteration 35Q: 3 clusters Score -293317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -293319.593750 Penalty: 3870.301270
	Iteration 36Q: 3 clusters Score -293319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -293320.000000 Penalty: 3870.301270
	Iteration 37Q: 3 clusters Score -293320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -293321.250000 Penalty: 3870.301270
	Iteration 38Q: 3 clusters Score -293321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -293321.250000 Penalty: 3870.301270
	Iteration 39F: 3 clusters Score -293321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Entering Unmasked Estep 
Score: -5877041.500000 Penalty: 2667.933594
	Iteration 0F: 2 clusters Score -5877042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5845133.000000 Penalty: 5335.867188
	Iteration 0F: 3 clusters Score -5845133 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5857084.000000 Penalty: 5335.867188
	Iteration 1F: 3 clusters Score -5857084 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5857701.000000 Penalty: 5335.867188
	Iteration 2Q: 3 clusters Score -5857701 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5858436.500000 Penalty: 5335.867188
	Iteration 3Q: 3 clusters Score -5858436 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5859374.000000 Penalty: 5335.867188
	Iteration 4Q: 3 clusters Score -5859374 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -5860876.500000 Penalty: 5335.867188
	Iteration 5F: 3 clusters Score -5860876 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5863159.500000 Penalty: 5335.867188
	Iteration 6F: 3 clusters Score -5863160 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5866258.000000 Penalty: 5335.867188
	Iteration 7F: 3 clusters Score -5866258 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5869772.000000 Penalty: 5335.867188
	Iteration 8F: 3 clusters Score -5869772 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5872429.500000 Penalty: 5335.867188
	Iteration 9F: 3 clusters Score -5872430 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5873880.500000 Penalty: 5335.867188
	Iteration 10Q: 3 clusters Score -5873880 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -5874486.000000 Penalty: 5335.867188
	Iteration 11Q: 3 clusters Score -5874486 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5874690.500000 Penalty: 5335.867188
	Iteration 12Q: 3 clusters Score -5874690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5874786.500000 Penalty: 5335.867188
	Iteration 13Q: 3 clusters Score -5874786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -5874847.500000 Penalty: 5335.867188
	Iteration 14Q: 3 clusters Score -5874848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5874875.000000 Penalty: 5335.867188
	Iteration 15Q: 3 clusters Score -5874875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -5874888.000000 Penalty: 5335.867188
	Iteration 16Q: 3 clusters Score -5874888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -5874888.000000 Penalty: 5335.867188
	Iteration 17Q: 3 clusters Score -5874888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5874893.500000 Penalty: 5335.867188
	Iteration 18Q: 3 clusters Score -5874894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -5874899.000000 Penalty: 5335.867188
	Iteration 19Q: 3 clusters Score -5874899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -5874899.000000 Penalty: 5335.867188
	Iteration 20F: 3 clusters Score -5874899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -5874901.500000 Penalty: 5335.867188
	Iteration 21Q: 3 clusters Score -5874902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5874902.000000 Penalty: 5335.867188
	Iteration 22Q: 3 clusters Score -5874902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5874909.000000 Penalty: 5335.867188
	Iteration 23Q: 3 clusters Score -5874909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5874907.000000 Penalty: 5335.867188
	Iteration 24Q: 3 clusters Score -5874907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -5874906.500000 Penalty: 5335.867188
	Iteration 25Q: 3 clusters Score -5874906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -5874909.500000 Penalty: 5335.867188
	Iteration 26Q: 3 clusters Score -5874910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -5874904.500000 Penalty: 5335.867188
	Iteration 27Q: 3 clusters Score -5874904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -5874911.500000 Penalty: 5335.867188
	Iteration 28Q: 3 clusters Score -5874912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5874914.500000 Penalty: 5335.867188
	Iteration 29Q: 3 clusters Score -5874914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -5874910.000000 Penalty: 5335.867188
	Iteration 30Q: 3 clusters Score -5874910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -5874910.000000 Penalty: 5335.867188
	Iteration 31F: 3 clusters Score -5874910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -738862.375000 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -738862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -733674.312500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -733674.3 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -734935.625000 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -734935.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -735164.937500 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -735164.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -735306.562500 Penalty: 4317.350586
	Iteration 3Q: 3 clusters Score -735306.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -735407.562500 Penalty: 4317.350586
	Iteration 4Q: 3 clusters Score -735407.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -735493.437500 Penalty: 4317.350586
	Iteration 5Q: 3 clusters Score -735493.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -735569.562500 Penalty: 4317.350586
	Iteration 6Q: 3 clusters Score -735569.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -735668.562500 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -735668.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -735824.187500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -735824.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -736034.000000 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -736034 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -736284.750000 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -736284.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -736527.000000 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -736527 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -736760.125000 Penalty: 4317.350586
	Iteration 12F: 3 clusters Score -736760.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -736938.750000 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -736938.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -737104.125000 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -737104.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -737242.562500 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -737242.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -737340.250000 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -737340.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -737404.062500 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -737404.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -737446.875000 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -737446.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -737479.062500 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -737479.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -737504.687500 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -737504.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -737529.437500 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -737529.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -737551.187500 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -737551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -737559.812500 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -737559.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -737569.250000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -737569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -737575.937500 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -737575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -737579.500000 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -737579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -737582.125000 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -737582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -737582.250000 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -737582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -737586.062500 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -737586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -737586.875000 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -737586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -737586.750000 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -737586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -737586.750000 Penalty: 4317.350586
	Iteration 32F: 3 clusters Score -737586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Entering Unmasked Estep 
Score: -2963786.750000 Penalty: 2489.558594
	Iteration 0F: 2 clusters Score -2963787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2947824.000000 Penalty: 4979.117188
	Iteration 0F: 3 clusters Score -2947824 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2953328.250000 Penalty: 4979.117188
	Iteration 1F: 3 clusters Score -2953328 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2953797.750000 Penalty: 4979.117188
	Iteration 2F: 3 clusters Score -2953798 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2954217.750000 Penalty: 4979.117188
	Iteration 3Q: 3 clusters Score -2954218 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2954681.500000 Penalty: 4979.117188
	Iteration 4Q: 3 clusters Score -2954682 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2955271.250000 Penalty: 4979.117188
	Iteration 5Q: 3 clusters Score -2955271 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2956098.500000 Penalty: 4979.117188
	Iteration 6F: 3 clusters Score -2956098 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2957160.750000 Penalty: 4979.117188
	Iteration 7F: 3 clusters Score -2957161 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2958476.000000 Penalty: 4979.117188
	Iteration 8F: 3 clusters Score -2958476 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2959742.750000 Penalty: 4979.117188
	Iteration 9F: 3 clusters Score -2959743 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2960617.750000 Penalty: 4979.117188
	Iteration 10Q: 3 clusters Score -2960618 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2961038.750000 Penalty: 4979.117188
	Iteration 11Q: 3 clusters Score -2961039 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2961292.250000 Penalty: 4979.117188
	Iteration 12Q: 3 clusters Score -2961292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2961407.250000 Penalty: 4979.117188
	Iteration 13Q: 3 clusters Score -2961407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2961485.000000 Penalty: 4979.117188
	Iteration 14Q: 3 clusters Score -2961485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2961539.250000 Penalty: 4979.117188
	Iteration 15Q: 3 clusters Score -2961539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2961574.500000 Penalty: 4979.117188
	Iteration 16Q: 3 clusters Score -2961574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2961598.750000 Penalty: 4979.117188
	Iteration 17Q: 3 clusters Score -2961599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2961620.250000 Penalty: 4979.117188
	Iteration 18Q: 3 clusters Score -2961620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2961630.000000 Penalty: 4979.117188
	Iteration 19Q: 3 clusters Score -2961630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2961639.250000 Penalty: 4979.117188
	Iteration 20F: 3 clusters Score -2961639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2961641.000000 Penalty: 4979.117188
	Iteration 21Q: 3 clusters Score -2961641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2961645.250000 Penalty: 4979.117188
	Iteration 22Q: 3 clusters Score -2961645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2961645.250000 Penalty: 4979.117188
	Iteration 23Q: 3 clusters Score -2961645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2961645.250000 Penalty: 4979.117188
	Iteration 24F: 3 clusters Score -2961645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Entering Unmasked Estep 
Score: -2306954.500000 Penalty: 2427.345459
	Iteration 0F: 2 clusters Score -2306954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2294306.750000 Penalty: 4854.690918
	Iteration 0F: 3 clusters Score -2294307 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2298299.000000 Penalty: 4854.690918
	Iteration 1F: 3 clusters Score -2298299 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2298616.250000 Penalty: 4854.690918
	Iteration 2F: 3 clusters Score -2298616 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2298834.750000 Penalty: 4854.690918
	Iteration 3Q: 3 clusters Score -2298835 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2299017.500000 Penalty: 4854.690918
	Iteration 4Q: 3 clusters Score -2299018 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2299147.500000 Penalty: 4854.690918
	Iteration 5Q: 3 clusters Score -2299148 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2299286.750000 Penalty: 4854.690918
	Iteration 6Q: 3 clusters Score -2299287 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2299429.750000 Penalty: 4854.690918
	Iteration 7Q: 3 clusters Score -2299430 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2299604.250000 Penalty: 4854.690918
	Iteration 8Q: 3 clusters Score -2299604 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2299819.250000 Penalty: 4854.690918
	Iteration 9Q: 3 clusters Score -2299819 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2300081.000000 Penalty: 4854.690918
	Iteration 10Q: 3 clusters Score -2300081 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2300490.500000 Penalty: 4854.690918
	Iteration 11Q: 3 clusters Score -2300490 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2301050.000000 Penalty: 4854.690918
	Iteration 12F: 3 clusters Score -2301050 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2301797.000000 Penalty: 4854.690918
	Iteration 13F: 3 clusters Score -2301797 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2302707.250000 Penalty: 4854.690918
	Iteration 14F: 3 clusters Score -2302707 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2303614.750000 Penalty: 4854.690918
	Iteration 15F: 3 clusters Score -2303615 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2304270.750000 Penalty: 4854.690918
	Iteration 16Q: 3 clusters Score -2304271 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2304636.250000 Penalty: 4854.690918
	Iteration 17Q: 3 clusters Score -2304636 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2304794.750000 Penalty: 4854.690918
	Iteration 18Q: 3 clusters Score -2304795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2304864.250000 Penalty: 4854.690918
	Iteration 19Q: 3 clusters Score -2304864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2304897.250000 Penalty: 4854.690918
	Iteration 20F: 3 clusters Score -2304897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2304912.500000 Penalty: 4854.690918
	Iteration 21Q: 3 clusters Score -2304912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2304921.000000 Penalty: 4854.690918
	Iteration 22Q: 3 clusters Score -2304921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2304935.000000 Penalty: 4854.690918
	Iteration 23Q: 3 clusters Score -2304935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2304942.750000 Penalty: 4854.690918
	Iteration 24Q: 3 clusters Score -2304943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2304948.000000 Penalty: 4854.690918
	Iteration 25Q: 3 clusters Score -2304948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2304946.000000 Penalty: 4854.690918
	Iteration 26Q: 3 clusters Score -2304946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2304956.000000 Penalty: 4854.690918
	Iteration 27Q: 3 clusters Score -2304956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2304956.500000 Penalty: 4854.690918
	Iteration 28Q: 3 clusters Score -2304956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2304958.250000 Penalty: 4854.690918
	Iteration 29Q: 3 clusters Score -2304958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2304958.750000 Penalty: 4854.690918
	Iteration 30Q: 3 clusters Score -2304959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2304967.750000 Penalty: 4854.690918
	Iteration 31Q: 3 clusters Score -2304968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2304964.250000 Penalty: 4854.690918
	Iteration 32Q: 3 clusters Score -2304964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2304967.750000 Penalty: 4854.690918
	Iteration 33Q: 3 clusters Score -2304968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2304964.250000 Penalty: 4854.690918
	Iteration 34Q: 3 clusters Score -2304964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2304967.000000 Penalty: 4854.690918
	Iteration 35Q: 3 clusters Score -2304967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2304971.250000 Penalty: 4854.690918
	Iteration 36Q: 3 clusters Score -2304971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2304970.500000 Penalty: 4854.690918
	Iteration 37Q: 3 clusters Score -2304970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2304971.500000 Penalty: 4854.690918
	Iteration 38Q: 3 clusters Score -2304972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2304977.500000 Penalty: 4854.690918
	Iteration 39Q: 3 clusters Score -2304978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2304974.250000 Penalty: 4854.690918
	Iteration 40F: 3 clusters Score -2304974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2304972.500000 Penalty: 4854.690918
	Iteration 41Q: 3 clusters Score -2304972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2304976.500000 Penalty: 4854.690918
	Iteration 42Q: 3 clusters Score -2304976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2304971.000000 Penalty: 4854.690918
	Iteration 43Q: 3 clusters Score -2304971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2304977.250000 Penalty: 4854.690918
	Iteration 44Q: 3 clusters Score -2304977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2304976.500000 Penalty: 4854.690918
	Iteration 45Q: 3 clusters Score -2304976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2304984.000000 Penalty: 4854.690918
	Iteration 46Q: 3 clusters Score -2304984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2304988.750000 Penalty: 4854.690918
	Iteration 47Q: 3 clusters Score -2304989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2304990.250000 Penalty: 4854.690918
	Iteration 48Q: 3 clusters Score -2304990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2304997.000000 Penalty: 4854.690918
	Iteration 49Q: 3 clusters Score -2304997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2305001.000000 Penalty: 4854.690918
	Iteration 50Q: 3 clusters Score -2305001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2305004.750000 Penalty: 4854.690918
	Iteration 51Q: 3 clusters Score -2305005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2305002.250000 Penalty: 4854.690918
	Iteration 52Q: 3 clusters Score -2305002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2305003.750000 Penalty: 4854.690918
	Iteration 53Q: 3 clusters Score -2305004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2305006.500000 Penalty: 4854.690918
	Iteration 54Q: 3 clusters Score -2305006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2305005.500000 Penalty: 4854.690918
	Iteration 55Q: 3 clusters Score -2305006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2305007.500000 Penalty: 4854.690918
	Iteration 56Q: 3 clusters Score -2305008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2305009.000000 Penalty: 4854.690918
	Iteration 57Q: 3 clusters Score -2305009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2305008.000000 Penalty: 4854.690918
	Iteration 58Q: 3 clusters Score -2305008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2305006.250000 Penalty: 4854.690918
	Iteration 59Q: 3 clusters Score -2305006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2305010.000000 Penalty: 4854.690918
	Iteration 60F: 3 clusters Score -2305010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2305010.500000 Penalty: 4854.690918
	Iteration 61Q: 3 clusters Score -2305010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2305010.750000 Penalty: 4854.690918
	Iteration 62Q: 3 clusters Score -2305011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2305009.500000 Penalty: 4854.690918
	Iteration 63Q: 3 clusters Score -2305010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2305007.250000 Penalty: 4854.690918
	Iteration 64Q: 3 clusters Score -2305007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2305009.000000 Penalty: 4854.690918
	Iteration 65Q: 3 clusters Score -2305009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2305009.000000 Penalty: 4854.690918
	Iteration 66F: 3 clusters Score -2305009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60419.707031 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60419.71 nChanged 131
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: -60767.914062 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60767.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60933.226562 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -60933.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61118.972656 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -61118.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61179.484375 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -61179.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61212.535156 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61212.54 nChanged 5
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: -61225.714844 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61225.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61238.269531 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61238.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61264.925781 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61264.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61336.183594 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -61336.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61415.621094 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -61415.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61507.003906 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -61507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61568.929688 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -61568.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61581.644531 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -61581.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61589.710938 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -61589.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61601.167969 Penalty: 3144.818115
	Iteration 15Q: 3 clusters Score -61601.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61627.527344 Penalty: 3144.818115
	Iteration 16Q: 3 clusters Score -61627.53 nChanged 6
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: -61678.054688 Penalty: 3144.818115
	Iteration 17Q: 3 clusters Score -61678.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61758.902344 Penalty: 3144.818115
	Iteration 18Q: 3 clusters Score -61758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61768.109375 Penalty: 3144.818115
	Iteration 19Q: 3 clusters Score -61768.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61768.109375 Penalty: 3144.818115
	Iteration 20F: 3 clusters Score -61768.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 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 137 members 
Entering Unmasked Estep 
Score: -26292.097656 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26423.173828 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26423.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26444.841797 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26444.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26463.681641 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26463.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26471.519531 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26471.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26475.187500 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -26475.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26475.187500 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -26475.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -229707.468750 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -229707.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227197.406250 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -227197.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227618.718750 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -227618.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -227760.078125 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -227760.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227823.609375 Penalty: 3727.340576
	Iteration 3Q: 3 clusters Score -227823.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -227873.046875 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -227873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -227902.921875 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -227902.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -227929.187500 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -227929.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227946.796875 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -227946.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -227959.453125 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -227959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227963.875000 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -227963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -227969.078125 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -227969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227971.328125 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -227971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227971.406250 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -227971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227971.406250 Penalty: 3727.340576
	Iteration 13F: 3 clusters Score -227971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -156845.109375 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -156845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154686.421875 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -154686.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155010.468750 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -155010.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -155111.656250 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -155111.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155150.375000 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -155150.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155176.562500 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -155176.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155198.640625 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -155198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -155211.687500 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -155211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155219.500000 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -155219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155228.750000 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -155228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155232.812500 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -155232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155234.234375 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -155234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155234.234375 Penalty: 3538.114746
	Iteration 11F: 3 clusters Score -155234.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Entering Unmasked Estep 
Score: -20535366.000000 Penalty: 2971.666992
	Iteration 0F: 2 clusters Score -2.053537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -20433212.000000 Penalty: 5943.333984
	Iteration 0F: 3 clusters Score -2.043321e+07 nChanged 76354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -20477344.000000 Penalty: 5943.333984
	Iteration 1F: 3 clusters Score -2.047734e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -20478096.000000 Penalty: 5943.333984
	Iteration 2Q: 3 clusters Score -2.04781e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -20479136.000000 Penalty: 5943.333984
	Iteration 3Q: 3 clusters Score -2.047914e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -20480488.000000 Penalty: 5943.333984
	Iteration 4Q: 3 clusters Score -2.048049e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -20482560.000000 Penalty: 5943.333984
	Iteration 5Q: 3 clusters Score -2.048256e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -20486046.000000 Penalty: 5943.333984
	Iteration 6Q: 3 clusters Score -2.048605e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -20491924.000000 Penalty: 5943.333984
	Iteration 7F: 3 clusters Score -2.049192e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 116503 members 
Entering Unmasked Estep 
Score: -20499746.000000 Penalty: 5943.333984
	Iteration 8F: 3 clusters Score -2.049975e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -20508348.000000 Penalty: 5943.333984
	Iteration 9F: 3 clusters Score -2.050835e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 134724 members 
Entering Unmasked Estep 
Score: -20515814.000000 Penalty: 5943.333984
	Iteration 10F: 3 clusters Score -2.051581e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -20520950.000000 Penalty: 5943.333984
	Iteration 11Q: 3 clusters Score -2.052095e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 144154 members 
Entering Unmasked Estep 
Score: -20524320.000000 Penalty: 5943.333984
	Iteration 12Q: 3 clusters Score -2.052432e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -20526422.000000 Penalty: 5943.333984
	Iteration 13Q: 3 clusters Score -2.052642e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 148046 members 
Entering Unmasked Estep 
Score: -20527642.000000 Penalty: 5943.333984
	Iteration 14Q: 3 clusters Score -2.052764e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 149347 members 
Entering Unmasked Estep 
Score: -20528484.000000 Penalty: 5943.333984
	Iteration 15Q: 3 clusters Score -2.052848e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 150494 members 
Entering Unmasked Estep 
Score: -20529050.000000 Penalty: 5943.333984
	Iteration 16Q: 3 clusters Score -2.052905e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -20529540.000000 Penalty: 5943.333984
	Iteration 17Q: 3 clusters Score -2.052954e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -20529878.000000 Penalty: 5943.333984
	Iteration 18Q: 3 clusters Score -2.052988e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -20530152.000000 Penalty: 5943.333984
	Iteration 19Q: 3 clusters Score -2.053015e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -20530480.000000 Penalty: 5943.333984
	Iteration 20F: 3 clusters Score -2.053048e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -20530726.000000 Penalty: 5943.333984
	Iteration 21Q: 3 clusters Score -2.053073e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 154778 members 
Entering Unmasked Estep 
Score: -20530966.000000 Penalty: 5943.333984
	Iteration 22Q: 3 clusters Score -2.053097e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -20531120.000000 Penalty: 5943.333984
	Iteration 23Q: 3 clusters Score -2.053112e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 155555 members 
Entering Unmasked Estep 
Score: -20531284.000000 Penalty: 5943.333984
	Iteration 24Q: 3 clusters Score -2.053128e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -20531362.000000 Penalty: 5943.333984
	Iteration 25Q: 3 clusters Score -2.053136e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 156119 members 
Entering Unmasked Estep 
Score: -20531510.000000 Penalty: 5943.333984
	Iteration 26Q: 3 clusters Score -2.053151e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 156381 members 
Entering Unmasked Estep 
Score: -20531630.000000 Penalty: 5943.333984
	Iteration 27Q: 3 clusters Score -2.053163e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -20531748.000000 Penalty: 5943.333984
	Iteration 28Q: 3 clusters Score -2.053175e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -20531832.000000 Penalty: 5943.333984
	Iteration 29Q: 3 clusters Score -2.053183e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -20531926.000000 Penalty: 5943.333984
	Iteration 30Q: 3 clusters Score -2.053193e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -20532026.000000 Penalty: 5943.333984
	Iteration 31Q: 3 clusters Score -2.053203e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -20532108.000000 Penalty: 5943.333984
	Iteration 32Q: 3 clusters Score -2.053211e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -20532192.000000 Penalty: 5943.333984
	Iteration 33Q: 3 clusters Score -2.053219e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -20532232.000000 Penalty: 5943.333984
	Iteration 34Q: 3 clusters Score -2.053223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -20532304.000000 Penalty: 5943.333984
	Iteration 35Q: 3 clusters Score -2.05323e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -20532314.000000 Penalty: 5943.333984
	Iteration 36Q: 3 clusters Score -2.053231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -20532332.000000 Penalty: 5943.333984
	Iteration 37Q: 3 clusters Score -2.053233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -20532350.000000 Penalty: 5943.333984
	Iteration 38Q: 3 clusters Score -2.053235e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157866 members 
Entering Unmasked Estep 
Score: -20532406.000000 Penalty: 5943.333984
	Iteration 39Q: 3 clusters Score -2.053241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -20532404.000000 Penalty: 5943.333984
	Iteration 40F: 3 clusters Score -2.05324e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 157954 members 
Entering Unmasked Estep 
Score: -20532430.000000 Penalty: 5943.333984
	Iteration 41Q: 3 clusters Score -2.053243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -20532446.000000 Penalty: 5943.333984
	Iteration 42Q: 3 clusters Score -2.053245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -20532456.000000 Penalty: 5943.333984
	Iteration 43Q: 3 clusters Score -2.053246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -20532452.000000 Penalty: 5943.333984
	Iteration 44Q: 3 clusters Score -2.053245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -20532478.000000 Penalty: 5943.333984
	Iteration 45Q: 3 clusters Score -2.053248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -20532492.000000 Penalty: 5943.333984
	Iteration 46Q: 3 clusters Score -2.053249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -20532516.000000 Penalty: 5943.333984
	Iteration 47Q: 3 clusters Score -2.053252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -20532522.000000 Penalty: 5943.333984
	Iteration 48Q: 3 clusters Score -2.053252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -20532548.000000 Penalty: 5943.333984
	Iteration 49Q: 3 clusters Score -2.053255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20532540.000000 Penalty: 5943.333984
	Iteration 50Q: 3 clusters Score -2.053254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 158217 members 
Entering Unmasked Estep 
Score: -20532566.000000 Penalty: 5943.333984
	Iteration 51Q: 3 clusters Score -2.053257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -20532556.000000 Penalty: 5943.333984
	Iteration 52Q: 3 clusters Score -2.053256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -20532562.000000 Penalty: 5943.333984
	Iteration 53Q: 3 clusters Score -2.053256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -20532570.000000 Penalty: 5943.333984
	Iteration 54Q: 3 clusters Score -2.053257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -20532558.000000 Penalty: 5943.333984
	Iteration 55Q: 3 clusters Score -2.053256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 158256 members 
Entering Unmasked Estep 
Score: -20532564.000000 Penalty: 5943.333984
	Iteration 56Q: 3 clusters Score -2.053256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -20532556.000000 Penalty: 5943.333984
	Iteration 57Q: 3 clusters Score -2.053256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -20532560.000000 Penalty: 5943.333984
	Iteration 58Q: 3 clusters Score -2.053256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -20532564.000000 Penalty: 5943.333984
	Iteration 59Q: 3 clusters Score -2.053256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -20532560.000000 Penalty: 5943.333984
	Iteration 60F: 3 clusters Score -2.053256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -20532572.000000 Penalty: 5943.333984
	Iteration 61Q: 3 clusters Score -2.053257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -20532572.000000 Penalty: 5943.333984
	Iteration 62Q: 3 clusters Score -2.053257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -20532574.000000 Penalty: 5943.333984
	Iteration 63Q: 3 clusters Score -2.053257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -20532566.000000 Penalty: 5943.333984
	Iteration 64Q: 3 clusters Score -2.053257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -20532584.000000 Penalty: 5943.333984
	Iteration 65Q: 3 clusters Score -2.053258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -20532568.000000 Penalty: 5943.333984
	Iteration 66Q: 3 clusters Score -2.053257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -20532574.000000 Penalty: 5943.333984
	Iteration 67Q: 3 clusters Score -2.053257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -20532574.000000 Penalty: 5943.333984
	Iteration 68Q: 3 clusters Score -2.053257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -20532584.000000 Penalty: 5943.333984
	Iteration 69Q: 3 clusters Score -2.053258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 158284 members 
Entering Unmasked Estep 
Score: -20532598.000000 Penalty: 5943.333984
	Iteration 70Q: 3 clusters Score -2.05326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -20532576.000000 Penalty: 5943.333984
	Iteration 71Q: 3 clusters Score -2.053258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 158290 members 
Entering Unmasked Estep 
Score: -20532586.000000 Penalty: 5943.333984
	Iteration 72Q: 3 clusters Score -2.053259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -20532578.000000 Penalty: 5943.333984
	Iteration 73Q: 3 clusters Score -2.053258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -20532580.000000 Penalty: 5943.333984
	Iteration 74Q: 3 clusters Score -2.053258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -20532572.000000 Penalty: 5943.333984
	Iteration 75Q: 3 clusters Score -2.053257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 158305 members 
Entering Unmasked Estep 
Score: -20532580.000000 Penalty: 5943.333984
	Iteration 76Q: 3 clusters Score -2.053258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -20532574.000000 Penalty: 5943.333984
	Iteration 77Q: 3 clusters Score -2.053257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -20532588.000000 Penalty: 5943.333984
	Iteration 78Q: 3 clusters Score -2.053259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -20532582.000000 Penalty: 5943.333984
	Iteration 79Q: 3 clusters Score -2.053258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -20532582.000000 Penalty: 5943.333984
	Iteration 80F: 3 clusters Score -2.053258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -20532586.000000 Penalty: 5943.333984
	Iteration 81Q: 3 clusters Score -2.053259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -20532590.000000 Penalty: 5943.333984
	Iteration 82Q: 3 clusters Score -2.053259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 158309 members 
Entering Unmasked Estep 
Score: -20532588.000000 Penalty: 5943.333984
	Iteration 83Q: 3 clusters Score -2.053259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -20532584.000000 Penalty: 5943.333984
	Iteration 84Q: 3 clusters Score -2.053258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 158316 members 
Entering Unmasked Estep 
Score: -20532574.000000 Penalty: 5943.333984
	Iteration 85Q: 3 clusters Score -2.053257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -20532596.000000 Penalty: 5943.333984
	Iteration 86Q: 3 clusters Score -2.05326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -20532610.000000 Penalty: 5943.333984
	Iteration 87Q: 3 clusters Score -2.053261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -20532604.000000 Penalty: 5943.333984
	Iteration 88Q: 3 clusters Score -2.05326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 158321 members 
Entering Unmasked Estep 
Score: -20532602.000000 Penalty: 5943.333984
	Iteration 89Q: 3 clusters Score -2.05326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -20532600.000000 Penalty: 5943.333984
	Iteration 90Q: 3 clusters Score -2.05326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -20532606.000000 Penalty: 5943.333984
	Iteration 91Q: 3 clusters Score -2.053261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 158326 members 
Entering Unmasked Estep 
Score: -20532606.000000 Penalty: 5943.333984
	Iteration 92Q: 3 clusters Score -2.053261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -20532604.000000 Penalty: 5943.333984
	Iteration 93Q: 3 clusters Score -2.05326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -20532606.000000 Penalty: 5943.333984
	Iteration 94Q: 3 clusters Score -2.053261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -20532612.000000 Penalty: 5943.333984
	Iteration 95Q: 3 clusters Score -2.053261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -20532612.000000 Penalty: 5943.333984
	Iteration 96F: 3 clusters Score -2.053261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 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 464 members 
Entering Unmasked Estep 
Score: -109070.734375 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109070.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109336.531250 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109336.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109404.093750 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109404.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109437.734375 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109458.148438 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109458.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109474.625000 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109490.820312 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109539.921875 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109602.554688 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109644.750000 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109690.843750 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109765.343750 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109765.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109791.765625 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109803.023438 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -109803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -109821.828125 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -109821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109842.109375 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -109842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109857.937500 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -109857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109870.398438 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -109870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109879.710938 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -109879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109889.562500 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -109889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109901.085938 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -109901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109910.007812 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -109910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109919.718750 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -109919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109922.171875 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -109922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109923.359375 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -109923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109923.359375 Penalty: 3378.923096
	Iteration 25F: 3 clusters Score -109923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Entering Unmasked Estep 
Score: -9517857.000000 Penalty: 2780.434326
	Iteration 0F: 2 clusters Score -9517857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -9468185.000000 Penalty: 5560.868652
	Iteration 0F: 3 clusters Score -9468185 nChanged 34649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9488192.000000 Penalty: 5560.868652
	Iteration 1F: 3 clusters Score -9488192 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -9489239.000000 Penalty: 5560.868652
	Iteration 2Q: 3 clusters Score -9489239 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -9490658.000000 Penalty: 5560.868652
	Iteration 3Q: 3 clusters Score -9490658 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -9492754.000000 Penalty: 5560.868652
	Iteration 4Q: 3 clusters Score -9492754 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -9495638.000000 Penalty: 5560.868652
	Iteration 5F: 3 clusters Score -9495638 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -9499135.000000 Penalty: 5560.868652
	Iteration 6F: 3 clusters Score -9499135 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -9503105.000000 Penalty: 5560.868652
	Iteration 7F: 3 clusters Score -9503105 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -9506354.000000 Penalty: 5560.868652
	Iteration 8F: 3 clusters Score -9506354 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -9508560.000000 Penalty: 5560.868652
	Iteration 9Q: 3 clusters Score -9508560 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -9509841.000000 Penalty: 5560.868652
	Iteration 10Q: 3 clusters Score -9509841 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -9510595.000000 Penalty: 5560.868652
	Iteration 11Q: 3 clusters Score -9510595 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -9511050.000000 Penalty: 5560.868652
	Iteration 12Q: 3 clusters Score -9511050 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -9511427.000000 Penalty: 5560.868652
	Iteration 13Q: 3 clusters Score -9511427 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -9511701.000000 Penalty: 5560.868652
	Iteration 14Q: 3 clusters Score -9511701 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -9511955.000000 Penalty: 5560.868652
	Iteration 15Q: 3 clusters Score -9511955 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -9512236.000000 Penalty: 5560.868652
	Iteration 16Q: 3 clusters Score -9512236 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -9512513.000000 Penalty: 5560.868652
	Iteration 17Q: 3 clusters Score -9512513 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -9512799.000000 Penalty: 5560.868652
	Iteration 18Q: 3 clusters Score -9512799 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -9513073.000000 Penalty: 5560.868652
	Iteration 19Q: 3 clusters Score -9513073 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -9513276.000000 Penalty: 5560.868652
	Iteration 20F: 3 clusters Score -9513276 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -9513509.000000 Penalty: 5560.868652
	Iteration 21Q: 3 clusters Score -9513509 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -9513706.000000 Penalty: 5560.868652
	Iteration 22Q: 3 clusters Score -9513706 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -9513889.000000 Penalty: 5560.868652
	Iteration 23Q: 3 clusters Score -9513889 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -9514063.000000 Penalty: 5560.868652
	Iteration 24Q: 3 clusters Score -9514063 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -9514233.000000 Penalty: 5560.868652
	Iteration 25Q: 3 clusters Score -9514233 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9514346.000000 Penalty: 5560.868652
	Iteration 26Q: 3 clusters Score -9514346 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9514475.000000 Penalty: 5560.868652
	Iteration 27Q: 3 clusters Score -9514475 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9514593.000000 Penalty: 5560.868652
	Iteration 28Q: 3 clusters Score -9514593 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9514693.000000 Penalty: 5560.868652
	Iteration 29Q: 3 clusters Score -9514693 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9514761.000000 Penalty: 5560.868652
	Iteration 30Q: 3 clusters Score -9514761 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -9514860.000000 Penalty: 5560.868652
	Iteration 31Q: 3 clusters Score -9514860 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9514920.000000 Penalty: 5560.868652
	Iteration 32Q: 3 clusters Score -9514920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9514961.000000 Penalty: 5560.868652
	Iteration 33Q: 3 clusters Score -9514961 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9514995.000000 Penalty: 5560.868652
	Iteration 34Q: 3 clusters Score -9514995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9515044.000000 Penalty: 5560.868652
	Iteration 35Q: 3 clusters Score -9515044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9515077.000000 Penalty: 5560.868652
	Iteration 36Q: 3 clusters Score -9515077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9515130.000000 Penalty: 5560.868652
	Iteration 37Q: 3 clusters Score -9515130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9515174.000000 Penalty: 5560.868652
	Iteration 38Q: 3 clusters Score -9515174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9515210.000000 Penalty: 5560.868652
	Iteration 39Q: 3 clusters Score -9515210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9515240.000000 Penalty: 5560.868652
	Iteration 40F: 3 clusters Score -9515240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9515258.000000 Penalty: 5560.868652
	Iteration 41Q: 3 clusters Score -9515258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9515268.000000 Penalty: 5560.868652
	Iteration 42Q: 3 clusters Score -9515268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9515283.000000 Penalty: 5560.868652
	Iteration 43Q: 3 clusters Score -9515283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9515298.000000 Penalty: 5560.868652
	Iteration 44Q: 3 clusters Score -9515298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9515316.000000 Penalty: 5560.868652
	Iteration 45Q: 3 clusters Score -9515316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9515346.000000 Penalty: 5560.868652
	Iteration 46Q: 3 clusters Score -9515346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9515367.000000 Penalty: 5560.868652
	Iteration 47Q: 3 clusters Score -9515367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9515386.000000 Penalty: 5560.868652
	Iteration 48Q: 3 clusters Score -9515386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9515408.000000 Penalty: 5560.868652
	Iteration 49Q: 3 clusters Score -9515408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9515416.000000 Penalty: 5560.868652
	Iteration 50Q: 3 clusters Score -9515416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9515432.000000 Penalty: 5560.868652
	Iteration 51Q: 3 clusters Score -9515432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9515457.000000 Penalty: 5560.868652
	Iteration 52Q: 3 clusters Score -9515457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9515475.000000 Penalty: 5560.868652
	Iteration 53Q: 3 clusters Score -9515475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9515477.000000 Penalty: 5560.868652
	Iteration 54Q: 3 clusters Score -9515477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9515477.000000 Penalty: 5560.868652
	Iteration 55Q: 3 clusters Score -9515477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9515488.000000 Penalty: 5560.868652
	Iteration 56Q: 3 clusters Score -9515488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9515507.000000 Penalty: 5560.868652
	Iteration 57Q: 3 clusters Score -9515507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9515505.000000 Penalty: 5560.868652
	Iteration 58Q: 3 clusters Score -9515505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9515519.000000 Penalty: 5560.868652
	Iteration 59Q: 3 clusters Score -9515519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9515521.000000 Penalty: 5560.868652
	Iteration 60F: 3 clusters Score -9515521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9515525.000000 Penalty: 5560.868652
	Iteration 61Q: 3 clusters Score -9515525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9515536.000000 Penalty: 5560.868652
	Iteration 62Q: 3 clusters Score -9515536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9515537.000000 Penalty: 5560.868652
	Iteration 63Q: 3 clusters Score -9515537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9515540.000000 Penalty: 5560.868652
	Iteration 64Q: 3 clusters Score -9515540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9515566.000000 Penalty: 5560.868652
	Iteration 65Q: 3 clusters Score -9515566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9515590.000000 Penalty: 5560.868652
	Iteration 66Q: 3 clusters Score -9515590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9515606.000000 Penalty: 5560.868652
	Iteration 67Q: 3 clusters Score -9515606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9515607.000000 Penalty: 5560.868652
	Iteration 68Q: 3 clusters Score -9515607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9515604.000000 Penalty: 5560.868652
	Iteration 69Q: 3 clusters Score -9515604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9515613.000000 Penalty: 5560.868652
	Iteration 70Q: 3 clusters Score -9515613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9515622.000000 Penalty: 5560.868652
	Iteration 71Q: 3 clusters Score -9515622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9515625.000000 Penalty: 5560.868652
	Iteration 72Q: 3 clusters Score -9515625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9515634.000000 Penalty: 5560.868652
	Iteration 73Q: 3 clusters Score -9515634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9515629.000000 Penalty: 5560.868652
	Iteration 74Q: 3 clusters Score -9515629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9515636.000000 Penalty: 5560.868652
	Iteration 75Q: 3 clusters Score -9515636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9515637.000000 Penalty: 5560.868652
	Iteration 76Q: 3 clusters Score -9515637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9515638.000000 Penalty: 5560.868652
	Iteration 77Q: 3 clusters Score -9515638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9515632.000000 Penalty: 5560.868652
	Iteration 78Q: 3 clusters Score -9515632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9515632.000000 Penalty: 5560.868652
	Iteration 79Q: 3 clusters Score -9515632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9515633.000000 Penalty: 5560.868652
	Iteration 80F: 3 clusters Score -9515633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9515625.000000 Penalty: 5560.868652
	Iteration 81Q: 3 clusters Score -9515625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9515625.000000 Penalty: 5560.868652
	Iteration 82F: 3 clusters Score -9515625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -260064.609375 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -260064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257370.562500 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -257370.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -257856.203125 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -257856.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -257969.718750 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -257969.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -258027.703125 Penalty: 3789.262451
	Iteration 3Q: 3 clusters Score -258027.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -258070.437500 Penalty: 3789.262451
	Iteration 4Q: 3 clusters Score -258070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -258101.687500 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -258101.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -258124.062500 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -258124.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -258142.843750 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -258142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258153.203125 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -258153.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -258160.859375 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -258160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258166.453125 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -258166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -258171.656250 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -258171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258172.875000 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -258172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258172.875000 Penalty: 3789.262451
	Iteration 13F: 3 clusters Score -258172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -1045882.500000 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -1045882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1039366.875000 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -1039367 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1041137.437500 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -1041137 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1041414.375000 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -1041414 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1041582.437500 Penalty: 4472.491211
	Iteration 3Q: 3 clusters Score -1041582 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1041734.250000 Penalty: 4472.491211
	Iteration 4Q: 3 clusters Score -1041734 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1041883.000000 Penalty: 4472.491211
	Iteration 5Q: 3 clusters Score -1041883 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1042063.125000 Penalty: 4472.491211
	Iteration 6Q: 3 clusters Score -1042063 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1042273.000000 Penalty: 4472.491211
	Iteration 7Q: 3 clusters Score -1042273 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1042503.937500 Penalty: 4472.491211
	Iteration 8Q: 3 clusters Score -1042504 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1042745.625000 Penalty: 4472.491211
	Iteration 9Q: 3 clusters Score -1042746 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1042992.625000 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -1042993 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1043189.062500 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -1043189 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1043362.437500 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -1043362 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1043532.562500 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -1043533 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1043724.125000 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -1043724 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1043905.562500 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -1043906 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1044071.687500 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -1044072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1044184.812500 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -1044185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1044265.312500 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -1044265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1044319.625000 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -1044320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1044356.187500 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -1044356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1044383.875000 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -1044384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1044414.437500 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -1044414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1044428.187500 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -1044428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1044437.375000 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -1044437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1044447.125000 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -1044447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1044458.062500 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -1044458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1044464.500000 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -1044464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1044470.375000 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -1044470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1044474.187500 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -1044474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1044476.812500 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -1044477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1044474.562500 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -1044475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1044479.375000 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -1044479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1044482.937500 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -1044483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1044483.437500 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -1044483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1044486.625000 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -1044487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1044488.062500 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -1044488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1044488.562500 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -1044489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1044488.812500 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -1044489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1044488.687500 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -1044489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1044490.437500 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -1044490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1044491.062500 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -1044491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1044495.750000 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -1044496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1044502.000000 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -1044502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1044502.937500 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -1044503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1044501.687500 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -1044502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1044501.687500 Penalty: 4472.491211
	Iteration 46F: 3 clusters Score -1044502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -113080.617188 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -113080.6 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 472 members 
Entering Unmasked Estep 
Score: -111221.015625 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -111221 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111489.187500 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -111489.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111571.593750 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -111571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111608.531250 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -111608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111621.851562 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -111621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111631.320312 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -111631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111643.843750 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -111643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111656.617188 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -111656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111663.250000 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -111663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111673.828125 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -111673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111684.359375 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -111684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111695.867188 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -111695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111717.125000 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -111717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111727.859375 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -111727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111733.992188 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -111734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111745.625000 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -111745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111750.734375 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -111750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111758.335938 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -111758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111766.031250 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -111766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111775.578125 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -111775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111777.453125 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -111777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111779.234375 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -111779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111781.968750 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -111782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111781.968750 Penalty: 3385.966553
	Iteration 23F: 3 clusters Score -111782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Entering Unmasked Estep 
Score: -13001782.000000 Penalty: 2858.082764
	Iteration 0F: 2 clusters Score -1.300178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -12934001.000000 Penalty: 5716.165527
	Iteration 0F: 3 clusters Score -1.2934e+07 nChanged 47979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -12961363.000000 Penalty: 5716.165527
	Iteration 1F: 3 clusters Score -1.296136e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -12962460.000000 Penalty: 5716.165527
	Iteration 2Q: 3 clusters Score -1.296246e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -12964165.000000 Penalty: 5716.165527
	Iteration 3Q: 3 clusters Score -1.296416e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -12966923.000000 Penalty: 5716.165527
	Iteration 4F: 3 clusters Score -1.296692e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -12971593.000000 Penalty: 5716.165527
	Iteration 5F: 3 clusters Score -1.297159e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -12978774.000000 Penalty: 5716.165527
	Iteration 6F: 3 clusters Score -1.297877e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -12987169.000000 Penalty: 5716.165527
	Iteration 7F: 3 clusters Score -1.298717e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -12993656.000000 Penalty: 5716.165527
	Iteration 8F: 3 clusters Score -1.299366e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12997035.000000 Penalty: 5716.165527
	Iteration 9Q: 3 clusters Score -1.299704e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12998315.000000 Penalty: 5716.165527
	Iteration 10Q: 3 clusters Score -1.299832e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12998831.000000 Penalty: 5716.165527
	Iteration 11Q: 3 clusters Score -1.299883e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12999023.000000 Penalty: 5716.165527
	Iteration 12Q: 3 clusters Score -1.299902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12999102.000000 Penalty: 5716.165527
	Iteration 13Q: 3 clusters Score -1.29991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12999143.000000 Penalty: 5716.165527
	Iteration 14Q: 3 clusters Score -1.299914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12999182.000000 Penalty: 5716.165527
	Iteration 15Q: 3 clusters Score -1.299918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12999220.000000 Penalty: 5716.165527
	Iteration 16Q: 3 clusters Score -1.299922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12999234.000000 Penalty: 5716.165527
	Iteration 17Q: 3 clusters Score -1.299923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12999243.000000 Penalty: 5716.165527
	Iteration 18Q: 3 clusters Score -1.299924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12999248.000000 Penalty: 5716.165527
	Iteration 19Q: 3 clusters Score -1.299925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12999244.000000 Penalty: 5716.165527
	Iteration 20F: 3 clusters Score -1.299924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12999256.000000 Penalty: 5716.165527
	Iteration 21Q: 3 clusters Score -1.299926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12999263.000000 Penalty: 5716.165527
	Iteration 22Q: 3 clusters Score -1.299926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12999255.000000 Penalty: 5716.165527
	Iteration 23Q: 3 clusters Score -1.299926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12999260.000000 Penalty: 5716.165527
	Iteration 24Q: 3 clusters Score -1.299926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12999263.000000 Penalty: 5716.165527
	Iteration 25Q: 3 clusters Score -1.299926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12999263.000000 Penalty: 5716.165527
	Iteration 26Q: 3 clusters Score -1.299926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12999268.000000 Penalty: 5716.165527
	Iteration 27Q: 3 clusters Score -1.299927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12999268.000000 Penalty: 5716.165527
	Iteration 28F: 3 clusters Score -1.299927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93012 members 
Mstep: Class 3 contains 52550 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21937 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293086 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159936 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73971 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100040.000000 Penalty: 78356.250000
Iteration 399Q: 24 clusters Score -1.161e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93007 members 
Mstep: Class 3 contains 52547 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293091 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159941 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73971 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100008.000000 Penalty: 78356.250000
Iteration 400F: 24 clusters Score -1.161e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 93005 members 
Mstep: Class 3 contains 52543 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293092 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22888 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73971 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100000.000000 Penalty: 78356.250000
Iteration 401Q: 24 clusters Score -1.161e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 93000 members 
Mstep: Class 3 contains 52537 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293094 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159950 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73971 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100040.000000 Penalty: 78356.250000
Iteration 402Q: 24 clusters Score -1.161e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52531 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293099 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159951 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73967 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099984.000000 Penalty: 78356.250000
Iteration 403Q: 24 clusters Score -1.161e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 92999 members 
Mstep: Class 3 contains 52528 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293099 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159956 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73964 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100056.000000 Penalty: 78356.250000
Iteration 404Q: 24 clusters Score -1.161001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 92999 members 
Mstep: Class 3 contains 52525 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293104 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159960 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73961 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099976.000000 Penalty: 78356.250000
Iteration 405Q: 24 clusters Score -1.161e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 92999 members 
Mstep: Class 3 contains 52523 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293106 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159963 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73960 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100008.000000 Penalty: 78356.250000
Iteration 406Q: 24 clusters Score -1.161e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 92999 members 
Mstep: Class 3 contains 52521 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293104 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22890 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159961 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73957 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100032.000000 Penalty: 78356.250000
Iteration 407Q: 24 clusters Score -1.161e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52520 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293106 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159960 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73956 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 408Q: 24 clusters Score -1.161001e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52516 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293104 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159961 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73955 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100152.000000 Penalty: 78356.250000
Iteration 409Q: 24 clusters Score -1.161002e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52514 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293103 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159956 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73951 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 410Q: 24 clusters Score -1.161001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52513 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293103 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159955 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73948 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 411Q: 24 clusters Score -1.161001e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92998 members 
Mstep: Class 3 contains 52510 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293108 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159954 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73941 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 412Q: 24 clusters Score -1.161001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 92997 members 
Mstep: Class 3 contains 52510 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293110 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159955 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73938 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100120.000000 Penalty: 78356.250000
Iteration 413Q: 24 clusters Score -1.161001e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92996 members 
Mstep: Class 3 contains 52511 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293113 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159958 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73934 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 414Q: 24 clusters Score -1.161001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 92995 members 
Mstep: Class 3 contains 52511 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159960 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73931 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100136.000000 Penalty: 78356.250000
Iteration 415Q: 24 clusters Score -1.161001e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92993 members 
Mstep: Class 3 contains 52510 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159963 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8244 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 416Q: 24 clusters Score -1.161001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52509 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293122 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159967 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100144.000000 Penalty: 78356.250000
Iteration 417Q: 24 clusters Score -1.161001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52509 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293123 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159968 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100104.000000 Penalty: 78356.250000
Iteration 418Q: 24 clusters Score -1.161001e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52509 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293122 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 419Q: 24 clusters Score -1.161001e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52509 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159966 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100128.000000 Penalty: 78356.250000
Iteration 420F: 24 clusters Score -1.161001e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52508 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159966 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 421Q: 24 clusters Score -1.161001e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159971 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 422Q: 24 clusters Score -1.161001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92991 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159976 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100112.000000 Penalty: 78356.250000
Iteration 423Q: 24 clusters Score -1.161001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92991 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159978 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100088.000000 Penalty: 78356.250000
Iteration 424Q: 24 clusters Score -1.161001e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92991 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159982 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100064.000000 Penalty: 78356.250000
Iteration 425Q: 24 clusters Score -1.161001e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92991 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293117 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159984 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 426Q: 24 clusters Score -1.161001e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92991 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293118 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159985 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100064.000000 Penalty: 78356.250000
Iteration 427Q: 24 clusters Score -1.161001e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293118 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 428Q: 24 clusters Score -1.161001e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293118 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159987 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100080.000000 Penalty: 78356.250000
Iteration 429Q: 24 clusters Score -1.161001e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293118 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100048.000000 Penalty: 78356.250000
Iteration 430Q: 24 clusters Score -1.161e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100072.000000 Penalty: 78356.250000
Iteration 431Q: 24 clusters Score -1.161001e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 432Q: 24 clusters Score -1.161001e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100096.000000 Penalty: 78356.250000
Iteration 433F: 24 clusters Score -1.161001e+08 nChanged 0
Entering ConstructFrom: 
Score: -116100096.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (11390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Entering Unmasked Estep 
Score: -1372135.125000 Penalty: 2316.441895
	Iteration 0F: 2 clusters Score -1372135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1363603.500000 Penalty: 4632.883789
	Iteration 0F: 3 clusters Score -1363604 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1366322.750000 Penalty: 4632.883789
	Iteration 1F: 3 clusters Score -1366323 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1366687.375000 Penalty: 4632.883789
	Iteration 2F: 3 clusters Score -1366687 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1366967.000000 Penalty: 4632.883789
	Iteration 3F: 3 clusters Score -1366967 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1367229.750000 Penalty: 4632.883789
	Iteration 4Q: 3 clusters Score -1367230 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1367463.375000 Penalty: 4632.883789
	Iteration 5Q: 3 clusters Score -1367463 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1367677.875000 Penalty: 4632.883789
	Iteration 6Q: 3 clusters Score -1367678 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1367918.125000 Penalty: 4632.883789
	Iteration 7Q: 3 clusters Score -1367918 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1368188.375000 Penalty: 4632.883789
	Iteration 8Q: 3 clusters Score -1368188 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1368514.625000 Penalty: 4632.883789
	Iteration 9Q: 3 clusters Score -1368515 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1368857.000000 Penalty: 4632.883789
	Iteration 10Q: 3 clusters Score -1368857 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1369164.500000 Penalty: 4632.883789
	Iteration 11Q: 3 clusters Score -1369164 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1369400.750000 Penalty: 4632.883789
	Iteration 12Q: 3 clusters Score -1369401 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1369570.500000 Penalty: 4632.883789
	Iteration 13Q: 3 clusters Score -1369570 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1369698.875000 Penalty: 4632.883789
	Iteration 14Q: 3 clusters Score -1369699 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1369801.000000 Penalty: 4632.883789
	Iteration 15Q: 3 clusters Score -1369801 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1369894.375000 Penalty: 4632.883789
	Iteration 16Q: 3 clusters Score -1369894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1369972.125000 Penalty: 4632.883789
	Iteration 17Q: 3 clusters Score -1369972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1370041.000000 Penalty: 4632.883789
	Iteration 18Q: 3 clusters Score -1370041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1370094.375000 Penalty: 4632.883789
	Iteration 19Q: 3 clusters Score -1370094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1370142.375000 Penalty: 4632.883789
	Iteration 20F: 3 clusters Score -1370142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1370175.875000 Penalty: 4632.883789
	Iteration 21Q: 3 clusters Score -1370176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1370209.000000 Penalty: 4632.883789
	Iteration 22Q: 3 clusters Score -1370209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1370230.375000 Penalty: 4632.883789
	Iteration 23Q: 3 clusters Score -1370230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1370247.625000 Penalty: 4632.883789
	Iteration 24Q: 3 clusters Score -1370248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1370255.750000 Penalty: 4632.883789
	Iteration 25Q: 3 clusters Score -1370256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1370264.500000 Penalty: 4632.883789
	Iteration 26Q: 3 clusters Score -1370264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1370276.250000 Penalty: 4632.883789
	Iteration 27Q: 3 clusters Score -1370276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1370281.500000 Penalty: 4632.883789
	Iteration 28Q: 3 clusters Score -1370282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1370284.000000 Penalty: 4632.883789
	Iteration 29Q: 3 clusters Score -1370284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1370287.750000 Penalty: 4632.883789
	Iteration 30Q: 3 clusters Score -1370288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1370289.000000 Penalty: 4632.883789
	Iteration 31Q: 3 clusters Score -1370289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1370295.125000 Penalty: 4632.883789
	Iteration 32Q: 3 clusters Score -1370295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1370301.875000 Penalty: 4632.883789
	Iteration 33Q: 3 clusters Score -1370302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1370305.000000 Penalty: 4632.883789
	Iteration 34Q: 3 clusters Score -1370305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1370307.750000 Penalty: 4632.883789
	Iteration 35Q: 3 clusters Score -1370308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1370309.750000 Penalty: 4632.883789
	Iteration 36Q: 3 clusters Score -1370310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1370308.500000 Penalty: 4632.883789
	Iteration 37Q: 3 clusters Score -1370308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1370310.750000 Penalty: 4632.883789
	Iteration 38Q: 3 clusters Score -1370311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1370312.625000 Penalty: 4632.883789
	Iteration 39Q: 3 clusters Score -1370313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1370312.625000 Penalty: 4632.883789
	Iteration 40F: 3 clusters Score -1370313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1370310.750000 Penalty: 4632.883789
	Iteration 41Q: 3 clusters Score -1370311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1370313.000000 Penalty: 4632.883789
	Iteration 42Q: 3 clusters Score -1370313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1370317.500000 Penalty: 4632.883789
	Iteration 43Q: 3 clusters Score -1370318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1370316.375000 Penalty: 4632.883789
	Iteration 44Q: 3 clusters Score -1370316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1370316.500000 Penalty: 4632.883789
	Iteration 45Q: 3 clusters Score -1370316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1370314.500000 Penalty: 4632.883789
	Iteration 46Q: 3 clusters Score -1370314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1370317.500000 Penalty: 4632.883789
	Iteration 47Q: 3 clusters Score -1370318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1370318.250000 Penalty: 4632.883789
	Iteration 48Q: 3 clusters Score -1370318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1370318.750000 Penalty: 4632.883789
	Iteration 49Q: 3 clusters Score -1370319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1370317.625000 Penalty: 4632.883789
	Iteration 50Q: 3 clusters Score -1370318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1370320.000000 Penalty: 4632.883789
	Iteration 51Q: 3 clusters Score -1370320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1370319.875000 Penalty: 4632.883789
	Iteration 52Q: 3 clusters Score -1370320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1370318.750000 Penalty: 4632.883789
	Iteration 53Q: 3 clusters Score -1370319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1370321.625000 Penalty: 4632.883789
	Iteration 54Q: 3 clusters Score -1370322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1370319.875000 Penalty: 4632.883789
	Iteration 55Q: 3 clusters Score -1370320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1370321.500000 Penalty: 4632.883789
	Iteration 56Q: 3 clusters Score -1370322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1370322.750000 Penalty: 4632.883789
	Iteration 57Q: 3 clusters Score -1370323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1370325.375000 Penalty: 4632.883789
	Iteration 58Q: 3 clusters Score -1370325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1370326.500000 Penalty: 4632.883789
	Iteration 59Q: 3 clusters Score -1370326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1370325.875000 Penalty: 4632.883789
	Iteration 60F: 3 clusters Score -1370326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1370326.750000 Penalty: 4632.883789
	Iteration 61Q: 3 clusters Score -1370327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1370327.750000 Penalty: 4632.883789
	Iteration 62Q: 3 clusters Score -1370328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1370327.000000 Penalty: 4632.883789
	Iteration 63Q: 3 clusters Score -1370327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1370325.500000 Penalty: 4632.883789
	Iteration 64Q: 3 clusters Score -1370326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1370326.375000 Penalty: 4632.883789
	Iteration 65Q: 3 clusters Score -1370326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1370326.375000 Penalty: 4632.883789
	Iteration 66F: 3 clusters Score -1370326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Entering Unmasked Estep 
Score: -11958021.000000 Penalty: 2837.192139
	Iteration 0F: 2 clusters Score -1.195802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -11895675.000000 Penalty: 5674.384277
	Iteration 0F: 3 clusters Score -1.189568e+07 nChanged 43897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -11920358.000000 Penalty: 5674.384277
	Iteration 1F: 3 clusters Score -1.192036e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -11921013.000000 Penalty: 5674.384277
	Iteration 2Q: 3 clusters Score -1.192101e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -11921632.000000 Penalty: 5674.384277
	Iteration 3Q: 3 clusters Score -1.192163e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -11922208.000000 Penalty: 5674.384277
	Iteration 4Q: 3 clusters Score -1.192221e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -11922923.000000 Penalty: 5674.384277
	Iteration 5Q: 3 clusters Score -1.192292e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -11923922.000000 Penalty: 5674.384277
	Iteration 6Q: 3 clusters Score -1.192392e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -11925262.000000 Penalty: 5674.384277
	Iteration 7Q: 3 clusters Score -1.192526e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -11927449.000000 Penalty: 5674.384277
	Iteration 8Q: 3 clusters Score -1.192745e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -11930901.000000 Penalty: 5674.384277
	Iteration 9F: 3 clusters Score -1.19309e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -11935499.000000 Penalty: 5674.384277
	Iteration 10F: 3 clusters Score -1.19355e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -11941119.000000 Penalty: 5674.384277
	Iteration 11F: 3 clusters Score -1.194112e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -11946553.000000 Penalty: 5674.384277
	Iteration 12F: 3 clusters Score -1.194655e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -11950626.000000 Penalty: 5674.384277
	Iteration 13Q: 3 clusters Score -1.195063e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -11952991.000000 Penalty: 5674.384277
	Iteration 14Q: 3 clusters Score -1.195299e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -11954326.000000 Penalty: 5674.384277
	Iteration 15Q: 3 clusters Score -1.195433e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -11954999.000000 Penalty: 5674.384277
	Iteration 16Q: 3 clusters Score -1.1955e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -11955373.000000 Penalty: 5674.384277
	Iteration 17Q: 3 clusters Score -1.195537e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -11955599.000000 Penalty: 5674.384277
	Iteration 18Q: 3 clusters Score -1.19556e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -11955740.000000 Penalty: 5674.384277
	Iteration 19Q: 3 clusters Score -1.195574e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -11955833.000000 Penalty: 5674.384277
	Iteration 20F: 3 clusters Score -1.195583e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -11955871.000000 Penalty: 5674.384277
	Iteration 21Q: 3 clusters Score -1.195587e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -11955918.000000 Penalty: 5674.384277
	Iteration 22Q: 3 clusters Score -1.195592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11955960.000000 Penalty: 5674.384277
	Iteration 23Q: 3 clusters Score -1.195596e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -11956001.000000 Penalty: 5674.384277
	Iteration 24Q: 3 clusters Score -1.1956e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -11956023.000000 Penalty: 5674.384277
	Iteration 25Q: 3 clusters Score -1.195602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -11956029.000000 Penalty: 5674.384277
	Iteration 26Q: 3 clusters Score -1.195603e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -11956039.000000 Penalty: 5674.384277
	Iteration 27Q: 3 clusters Score -1.195604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -11956053.000000 Penalty: 5674.384277
	Iteration 28Q: 3 clusters Score -1.195605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -11956069.000000 Penalty: 5674.384277
	Iteration 29Q: 3 clusters Score -1.195607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -11956102.000000 Penalty: 5674.384277
	Iteration 30Q: 3 clusters Score -1.19561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -11956092.000000 Penalty: 5674.384277
	Iteration 31Q: 3 clusters Score -1.195609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -11956084.000000 Penalty: 5674.384277
	Iteration 32Q: 3 clusters Score -1.195608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -11956084.000000 Penalty: 5674.384277
	Iteration 33Q: 3 clusters Score -1.195608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -11956103.000000 Penalty: 5674.384277
	Iteration 34Q: 3 clusters Score -1.19561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -11956105.000000 Penalty: 5674.384277
	Iteration 35Q: 3 clusters Score -1.19561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -11956105.000000 Penalty: 5674.384277
	Iteration 36Q: 3 clusters Score -1.19561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -11956122.000000 Penalty: 5674.384277
	Iteration 37Q: 3 clusters Score -1.195612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -11956113.000000 Penalty: 5674.384277
	Iteration 38Q: 3 clusters Score -1.195611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -11956126.000000 Penalty: 5674.384277
	Iteration 39Q: 3 clusters Score -1.195613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -11956122.000000 Penalty: 5674.384277
	Iteration 40F: 3 clusters Score -1.195612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -11956127.000000 Penalty: 5674.384277
	Iteration 41Q: 3 clusters Score -1.195613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -11956122.000000 Penalty: 5674.384277
	Iteration 42Q: 3 clusters Score -1.195612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -11956126.000000 Penalty: 5674.384277
	Iteration 43Q: 3 clusters Score -1.195613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -11956137.000000 Penalty: 5674.384277
	Iteration 44Q: 3 clusters Score -1.195614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -11956134.000000 Penalty: 5674.384277
	Iteration 45Q: 3 clusters Score -1.195613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -11956135.000000 Penalty: 5674.384277
	Iteration 46Q: 3 clusters Score -1.195614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -11956135.000000 Penalty: 5674.384277
	Iteration 47F: 3 clusters Score -1.195614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Entering Unmasked Estep 
Score: -6775329.000000 Penalty: 2695.433350
	Iteration 0F: 2 clusters Score -6775329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6739911.500000 Penalty: 5390.866699
	Iteration 0F: 3 clusters Score -6739912 nChanged 24287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6753548.500000 Penalty: 5390.866699
	Iteration 1F: 3 clusters Score -6753548 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6754268.500000 Penalty: 5390.866699
	Iteration 2Q: 3 clusters Score -6754268 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -6755122.000000 Penalty: 5390.866699
	Iteration 3Q: 3 clusters Score -6755122 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -6756331.500000 Penalty: 5390.866699
	Iteration 4Q: 3 clusters Score -6756332 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6758233.000000 Penalty: 5390.866699
	Iteration 5F: 3 clusters Score -6758233 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6760975.500000 Penalty: 5390.866699
	Iteration 6F: 3 clusters Score -6760976 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -6764509.500000 Penalty: 5390.866699
	Iteration 7F: 3 clusters Score -6764510 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6768022.500000 Penalty: 5390.866699
	Iteration 8F: 3 clusters Score -6768022 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6770602.000000 Penalty: 5390.866699
	Iteration 9F: 3 clusters Score -6770602 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6771879.000000 Penalty: 5390.866699
	Iteration 10Q: 3 clusters Score -6771879 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6772446.500000 Penalty: 5390.866699
	Iteration 11Q: 3 clusters Score -6772446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6772690.000000 Penalty: 5390.866699
	Iteration 12Q: 3 clusters Score -6772690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6772812.500000 Penalty: 5390.866699
	Iteration 13Q: 3 clusters Score -6772812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6772872.500000 Penalty: 5390.866699
	Iteration 14Q: 3 clusters Score -6772872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6772912.000000 Penalty: 5390.866699
	Iteration 15Q: 3 clusters Score -6772912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6772941.000000 Penalty: 5390.866699
	Iteration 16Q: 3 clusters Score -6772941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6772974.000000 Penalty: 5390.866699
	Iteration 17Q: 3 clusters Score -6772974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6773004.000000 Penalty: 5390.866699
	Iteration 18Q: 3 clusters Score -6773004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6773012.000000 Penalty: 5390.866699
	Iteration 19Q: 3 clusters Score -6773012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6773022.500000 Penalty: 5390.866699
	Iteration 20F: 3 clusters Score -6773022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6773025.000000 Penalty: 5390.866699
	Iteration 21Q: 3 clusters Score -6773025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6773024.000000 Penalty: 5390.866699
	Iteration 22Q: 3 clusters Score -6773024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6773026.000000 Penalty: 5390.866699
	Iteration 23Q: 3 clusters Score -6773026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6773023.500000 Penalty: 5390.866699
	Iteration 24Q: 3 clusters Score -6773024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6773030.500000 Penalty: 5390.866699
	Iteration 25Q: 3 clusters Score -6773030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6773029.500000 Penalty: 5390.866699
	Iteration 26Q: 3 clusters Score -6773030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6773029.500000 Penalty: 5390.866699
	Iteration 27F: 3 clusters Score -6773030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -619198.875000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -619198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -614723.812500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -614723.8 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -615758.625000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -615758.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -615945.937500 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -615945.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -616063.937500 Penalty: 4214.203613
	Iteration 3Q: 3 clusters Score -616063.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -616147.562500 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -616147.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -616198.937500 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -616198.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -616237.937500 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -616237.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -616267.312500 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -616267.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -616285.562500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -616285.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -616303.625000 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -616303.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -616320.250000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -616320.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -616334.500000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -616334.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616349.625000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -616349.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -616362.500000 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -616362.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -616376.062500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -616376.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -616387.500000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -616387.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -616399.812500 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -616399.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -616411.937500 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -616411.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -616419.000000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -616419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -616428.250000 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -616428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -616438.125000 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -616438.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -616444.750000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -616444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -616452.000000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -616452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -616460.500000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -616460.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -616463.937500 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -616463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -616469.812500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -616469.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -616473.812500 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -616473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -616480.250000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -616480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -616490.437500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -616490.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -616500.562500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -616500.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -616508.937500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -616508.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -616519.312500 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -616519.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -616533.750000 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -616533.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -616549.000000 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -616549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -616563.875000 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -616563.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -616575.500000 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -616575.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -616588.625000 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -616588.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -616603.187500 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -616603.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -616620.937500 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -616620.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -616642.312500 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -616642.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -616668.937500 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -616668.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -616697.562500 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -616697.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -616731.312500 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -616731.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -616762.812500 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -616762.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -616793.000000 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -616793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -616821.125000 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -616821.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -616841.625000 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -616841.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -616863.625000 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -616863.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -616876.625000 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -616876.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -616892.562500 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -616892.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -616905.875000 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -616905.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -616928.437500 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -616928.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -616956.250000 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -616956.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -616989.625000 Penalty: 4214.203613
	Iteration 53Q: 3 clusters Score -616989.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -617021.187500 Penalty: 4214.203613
	Iteration 54Q: 3 clusters Score -617021.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -617065.312500 Penalty: 4214.203613
	Iteration 55Q: 3 clusters Score -617065.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -617101.250000 Penalty: 4214.203613
	Iteration 56Q: 3 clusters Score -617101.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -617131.687500 Penalty: 4214.203613
	Iteration 57Q: 3 clusters Score -617131.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -617151.375000 Penalty: 4214.203613
	Iteration 58Q: 3 clusters Score -617151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -617173.125000 Penalty: 4214.203613
	Iteration 59Q: 3 clusters Score -617173.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -617195.250000 Penalty: 4214.203613
	Iteration 60F: 3 clusters Score -617195.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -617209.312500 Penalty: 4214.203613
	Iteration 61Q: 3 clusters Score -617209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -617228.062500 Penalty: 4214.203613
	Iteration 62Q: 3 clusters Score -617228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -617245.437500 Penalty: 4214.203613
	Iteration 63Q: 3 clusters Score -617245.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -617255.937500 Penalty: 4214.203613
	Iteration 64Q: 3 clusters Score -617255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -617267.375000 Penalty: 4214.203613
	Iteration 65Q: 3 clusters Score -617267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -617276.625000 Penalty: 4214.203613
	Iteration 66Q: 3 clusters Score -617276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -617288.000000 Penalty: 4214.203613
	Iteration 67Q: 3 clusters Score -617288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -617297.812500 Penalty: 4214.203613
	Iteration 68Q: 3 clusters Score -617297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -617306.437500 Penalty: 4214.203613
	Iteration 69Q: 3 clusters Score -617306.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -617315.750000 Penalty: 4214.203613
	Iteration 70Q: 3 clusters Score -617315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -617325.375000 Penalty: 4214.203613
	Iteration 71Q: 3 clusters Score -617325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -617331.875000 Penalty: 4214.203613
	Iteration 72Q: 3 clusters Score -617331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -617334.375000 Penalty: 4214.203613
	Iteration 73Q: 3 clusters Score -617334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -617336.875000 Penalty: 4214.203613
	Iteration 74Q: 3 clusters Score -617336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -617339.187500 Penalty: 4214.203613
	Iteration 75Q: 3 clusters Score -617339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -617342.062500 Penalty: 4214.203613
	Iteration 76Q: 3 clusters Score -617342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -617342.062500 Penalty: 4214.203613
	Iteration 77Q: 3 clusters Score -617342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -617343.187500 Penalty: 4214.203613
	Iteration 78Q: 3 clusters Score -617343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -617343.187500 Penalty: 4214.203613
	Iteration 79F: 3 clusters Score -617343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Entering Unmasked Estep 
Score: -2842233.000000 Penalty: 2478.979248
	Iteration 0F: 2 clusters Score -2842233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2826970.000000 Penalty: 4957.958496
	Iteration 0F: 3 clusters Score -2826970 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2831873.500000 Penalty: 4957.958496
	Iteration 1F: 3 clusters Score -2831874 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2832243.750000 Penalty: 4957.958496
	Iteration 2Q: 3 clusters Score -2832244 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2832582.750000 Penalty: 4957.958496
	Iteration 3Q: 3 clusters Score -2832583 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2832984.750000 Penalty: 4957.958496
	Iteration 4Q: 3 clusters Score -2832985 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2833378.500000 Penalty: 4957.958496
	Iteration 5Q: 3 clusters Score -2833378 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2833790.000000 Penalty: 4957.958496
	Iteration 6Q: 3 clusters Score -2833790 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2834224.750000 Penalty: 4957.958496
	Iteration 7Q: 3 clusters Score -2834225 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2834764.000000 Penalty: 4957.958496
	Iteration 8Q: 3 clusters Score -2834764 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2835355.750000 Penalty: 4957.958496
	Iteration 9Q: 3 clusters Score -2835356 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2835993.500000 Penalty: 4957.958496
	Iteration 10Q: 3 clusters Score -2835994 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2836689.750000 Penalty: 4957.958496
	Iteration 11Q: 3 clusters Score -2836690 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2837333.750000 Penalty: 4957.958496
	Iteration 12Q: 3 clusters Score -2837334 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2837918.750000 Penalty: 4957.958496
	Iteration 13Q: 3 clusters Score -2837919 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2838399.750000 Penalty: 4957.958496
	Iteration 14Q: 3 clusters Score -2838400 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2838787.000000 Penalty: 4957.958496
	Iteration 15Q: 3 clusters Score -2838787 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2839096.000000 Penalty: 4957.958496
	Iteration 16Q: 3 clusters Score -2839096 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2839356.750000 Penalty: 4957.958496
	Iteration 17Q: 3 clusters Score -2839357 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2839551.500000 Penalty: 4957.958496
	Iteration 18Q: 3 clusters Score -2839552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2839688.750000 Penalty: 4957.958496
	Iteration 19Q: 3 clusters Score -2839689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2839771.250000 Penalty: 4957.958496
	Iteration 20F: 3 clusters Score -2839771 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2839841.750000 Penalty: 4957.958496
	Iteration 21Q: 3 clusters Score -2839842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2839896.000000 Penalty: 4957.958496
	Iteration 22Q: 3 clusters Score -2839896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2839938.500000 Penalty: 4957.958496
	Iteration 23Q: 3 clusters Score -2839938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2839978.000000 Penalty: 4957.958496
	Iteration 24Q: 3 clusters Score -2839978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2840018.000000 Penalty: 4957.958496
	Iteration 25Q: 3 clusters Score -2840018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2840039.750000 Penalty: 4957.958496
	Iteration 26Q: 3 clusters Score -2840040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2840059.000000 Penalty: 4957.958496
	Iteration 27Q: 3 clusters Score -2840059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2840073.000000 Penalty: 4957.958496
	Iteration 28Q: 3 clusters Score -2840073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2840084.250000 Penalty: 4957.958496
	Iteration 29Q: 3 clusters Score -2840084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2840097.000000 Penalty: 4957.958496
	Iteration 30Q: 3 clusters Score -2840097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2840107.750000 Penalty: 4957.958496
	Iteration 31Q: 3 clusters Score -2840108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2840111.750000 Penalty: 4957.958496
	Iteration 32Q: 3 clusters Score -2840112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2840117.750000 Penalty: 4957.958496
	Iteration 33Q: 3 clusters Score -2840118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2840120.500000 Penalty: 4957.958496
	Iteration 34Q: 3 clusters Score -2840120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2840120.500000 Penalty: 4957.958496
	Iteration 35F: 3 clusters Score -2840120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -41744.468750 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -41744.47 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 174 members 
Entering Unmasked Estep 
Score: -40385.472656 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -40385.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40529.019531 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -40529.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40562.828125 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -40562.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40571.019531 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -40571.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40574.238281 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -40574.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40575.929688 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -40575.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40575.929688 Penalty: 2913.965820
	Iteration 6F: 3 clusters Score -40575.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (293119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293119 members 
Entering Unmasked Estep 
Score: -37266992.000000 Penalty: 3121.906738
	Iteration 0F: 2 clusters Score -3.726699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 146776 members 
Entering Unmasked Estep 
Score: -37090964.000000 Penalty: 6243.813477
	Iteration 0F: 3 clusters Score -3.709096e+07 nChanged 142002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -37175032.000000 Penalty: 6243.813477
	Iteration 1F: 3 clusters Score -3.717503e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -37175884.000000 Penalty: 6243.813477
	Iteration 2Q: 3 clusters Score -3.717588e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -37177116.000000 Penalty: 6243.813477
	Iteration 3Q: 3 clusters Score -3.717712e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -37179004.000000 Penalty: 6243.813477
	Iteration 4Q: 3 clusters Score -3.7179e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -37181772.000000 Penalty: 6243.813477
	Iteration 5Q: 3 clusters Score -3.718177e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 184184 members 
Entering Unmasked Estep 
Score: -37187540.000000 Penalty: 6243.813477
	Iteration 6Q: 3 clusters Score -3.718754e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 202939 members 
Entering Unmasked Estep 
Score: -37197432.000000 Penalty: 6243.813477
	Iteration 7F: 3 clusters Score -3.719743e+07 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 226587 members 
Entering Unmasked Estep 
Score: -37213188.000000 Penalty: 6243.813477
	Iteration 8F: 3 clusters Score -3.721319e+07 nChanged 24284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 250739 members 
Entering Unmasked Estep 
Score: -37231348.000000 Penalty: 6243.813477
	Iteration 9F: 3 clusters Score -3.723135e+07 nChanged 19015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 269694 members 
Entering Unmasked Estep 
Score: -37245816.000000 Penalty: 6243.813477
	Iteration 10F: 3 clusters Score -3.724582e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 280815 members 
Entering Unmasked Estep 
Score: -37254828.000000 Penalty: 6243.813477
	Iteration 11Q: 3 clusters Score -3.725483e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 286500 members 
Entering Unmasked Estep 
Score: -37259552.000000 Penalty: 6243.813477
	Iteration 12Q: 3 clusters Score -3.725955e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 289060 members 
Entering Unmasked Estep 
Score: -37261632.000000 Penalty: 6243.813477
	Iteration 13Q: 3 clusters Score -3.726163e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 290221 members 
Entering Unmasked Estep 
Score: -37262636.000000 Penalty: 6243.813477
	Iteration 14Q: 3 clusters Score -3.726264e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 290803 members 
Entering Unmasked Estep 
Score: -37263240.000000 Penalty: 6243.813477
	Iteration 15Q: 3 clusters Score -3.726324e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 291143 members 
Entering Unmasked Estep 
Score: -37263688.000000 Penalty: 6243.813477
	Iteration 16Q: 3 clusters Score -3.726369e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 291332 members 
Entering Unmasked Estep 
Score: -37263904.000000 Penalty: 6243.813477
	Iteration 17Q: 3 clusters Score -3.72639e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 291445 members 
Entering Unmasked Estep 
Score: -37264024.000000 Penalty: 6243.813477
	Iteration 18Q: 3 clusters Score -3.726402e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 291534 members 
Entering Unmasked Estep 
Score: -37264204.000000 Penalty: 6243.813477
	Iteration 19Q: 3 clusters Score -3.72642e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 291586 members 
Entering Unmasked Estep 
Score: -37264260.000000 Penalty: 6243.813477
	Iteration 20F: 3 clusters Score -3.726426e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 291636 members 
Entering Unmasked Estep 
Score: -37264280.000000 Penalty: 6243.813477
	Iteration 21Q: 3 clusters Score -3.726428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 291670 members 
Entering Unmasked Estep 
Score: -37264312.000000 Penalty: 6243.813477
	Iteration 22Q: 3 clusters Score -3.726431e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 291696 members 
Entering Unmasked Estep 
Score: -37264344.000000 Penalty: 6243.813477
	Iteration 23Q: 3 clusters Score -3.726434e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 291722 members 
Entering Unmasked Estep 
Score: -37264380.000000 Penalty: 6243.813477
	Iteration 24Q: 3 clusters Score -3.726438e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 291735 members 
Entering Unmasked Estep 
Score: -37264444.000000 Penalty: 6243.813477
	Iteration 25Q: 3 clusters Score -3.726444e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 291752 members 
Entering Unmasked Estep 
Score: -37264460.000000 Penalty: 6243.813477
	Iteration 26Q: 3 clusters Score -3.726446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 291766 members 
Entering Unmasked Estep 
Score: -37264432.000000 Penalty: 6243.813477
	Iteration 27Q: 3 clusters Score -3.726443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 291775 members 
Entering Unmasked Estep 
Score: -37264456.000000 Penalty: 6243.813477
	Iteration 28Q: 3 clusters Score -3.726446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 291783 members 
Entering Unmasked Estep 
Score: -37264440.000000 Penalty: 6243.813477
	Iteration 29Q: 3 clusters Score -3.726444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 291775 members 
Entering Unmasked Estep 
Score: -37264428.000000 Penalty: 6243.813477
	Iteration 30Q: 3 clusters Score -3.726443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 291785 members 
Entering Unmasked Estep 
Score: -37264448.000000 Penalty: 6243.813477
	Iteration 31Q: 3 clusters Score -3.726445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 291794 members 
Entering Unmasked Estep 
Score: -37264436.000000 Penalty: 6243.813477
	Iteration 32Q: 3 clusters Score -3.726444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 291805 members 
Entering Unmasked Estep 
Score: -37264460.000000 Penalty: 6243.813477
	Iteration 33Q: 3 clusters Score -3.726446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 291814 members 
Entering Unmasked Estep 
Score: -37264464.000000 Penalty: 6243.813477
	Iteration 34Q: 3 clusters Score -3.726446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 291819 members 
Entering Unmasked Estep 
Score: -37264476.000000 Penalty: 6243.813477
	Iteration 35Q: 3 clusters Score -3.726448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 291823 members 
Entering Unmasked Estep 
Score: -37264496.000000 Penalty: 6243.813477
	Iteration 36Q: 3 clusters Score -3.72645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 291827 members 
Entering Unmasked Estep 
Score: -37264508.000000 Penalty: 6243.813477
	Iteration 37Q: 3 clusters Score -3.726451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 291828 members 
Entering Unmasked Estep 
Score: -37264520.000000 Penalty: 6243.813477
	Iteration 38Q: 3 clusters Score -3.726452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 291826 members 
Entering Unmasked Estep 
Score: -37264512.000000 Penalty: 6243.813477
	Iteration 39Q: 3 clusters Score -3.726451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 291828 members 
Entering Unmasked Estep 
Score: -37264520.000000 Penalty: 6243.813477
	Iteration 40F: 3 clusters Score -3.726452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 291830 members 
Entering Unmasked Estep 
Score: -37264512.000000 Penalty: 6243.813477
	Iteration 41Q: 3 clusters Score -3.726451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 291831 members 
Entering Unmasked Estep 
Score: -37264528.000000 Penalty: 6243.813477
	Iteration 42Q: 3 clusters Score -3.726453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 291832 members 
Entering Unmasked Estep 
Score: -37264524.000000 Penalty: 6243.813477
	Iteration 43Q: 3 clusters Score -3.726452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 291833 members 
Entering Unmasked Estep 
Score: -37264508.000000 Penalty: 6243.813477
	Iteration 44Q: 3 clusters Score -3.726451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 291833 members 
Entering Unmasked Estep 
Score: -37264520.000000 Penalty: 6243.813477
	Iteration 45Q: 3 clusters Score -3.726452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 291832 members 
Entering Unmasked Estep 
Score: -37264516.000000 Penalty: 6243.813477
	Iteration 46Q: 3 clusters Score -3.726452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 291831 members 
Entering Unmasked Estep 
Score: -37264520.000000 Penalty: 6243.813477
	Iteration 47Q: 3 clusters Score -3.726452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 291831 members 
Entering Unmasked Estep 
Score: -37264520.000000 Penalty: 6243.813477
	Iteration 48F: 3 clusters Score -3.726452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294537.625000 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -291610.843750 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291610.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -292250.625000 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -292250.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -292437.125000 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292437.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -292557.718750 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -292557.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292663.750000 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292663.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -292738.718750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292738.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -292812.781250 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -292812.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -292897.718750 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -292897.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -292960.937500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -292960.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -293025.937500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -293025.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -293081.187500 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -293081.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -293122.031250 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -293122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -293150.406250 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -293150.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -293166.250000 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -293166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -293178.562500 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -293178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -293189.062500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -293189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -293200.093750 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -293200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -293206.218750 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -293206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -293210.343750 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -293210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -293215.906250 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -293215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -293224.437500 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -293232.781250 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -293241.531250 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -293245.968750 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -293252.468750 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -293261.468750 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -293265.875000 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -293272.812500 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -293272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -293275.125000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -293275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -293276.250000 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -293276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -293276.250000 Penalty: 3870.301270
	Iteration 30F: 3 clusters Score -293276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Entering Unmasked Estep 
Score: -5876909.500000 Penalty: 2667.928223
	Iteration 0F: 2 clusters Score -5876910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5845005.000000 Penalty: 5335.856445
	Iteration 0F: 3 clusters Score -5845005 nChanged 21758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5857012.500000 Penalty: 5335.856445
	Iteration 1F: 3 clusters Score -5857012 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5857478.500000 Penalty: 5335.856445
	Iteration 2Q: 3 clusters Score -5857478 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5857921.000000 Penalty: 5335.856445
	Iteration 3Q: 3 clusters Score -5857921 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5858530.500000 Penalty: 5335.856445
	Iteration 4Q: 3 clusters Score -5858530 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5859384.000000 Penalty: 5335.856445
	Iteration 5Q: 3 clusters Score -5859384 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5860675.000000 Penalty: 5335.856445
	Iteration 6F: 3 clusters Score -5860675 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -5862645.500000 Penalty: 5335.856445
	Iteration 7F: 3 clusters Score -5862646 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5865442.500000 Penalty: 5335.856445
	Iteration 8F: 3 clusters Score -5865442 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5868357.000000 Penalty: 5335.856445
	Iteration 9F: 3 clusters Score -5868357 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5871108.000000 Penalty: 5335.856445
	Iteration 10F: 3 clusters Score -5871108 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5873087.000000 Penalty: 5335.856445
	Iteration 11Q: 3 clusters Score -5873087 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5874013.500000 Penalty: 5335.856445
	Iteration 12Q: 3 clusters Score -5874014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5874282.500000 Penalty: 5335.856445
	Iteration 13Q: 3 clusters Score -5874282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5874384.000000 Penalty: 5335.856445
	Iteration 14Q: 3 clusters Score -5874384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5874434.000000 Penalty: 5335.856445
	Iteration 15Q: 3 clusters Score -5874434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5874465.000000 Penalty: 5335.856445
	Iteration 16Q: 3 clusters Score -5874465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5874479.500000 Penalty: 5335.856445
	Iteration 17Q: 3 clusters Score -5874480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5874503.000000 Penalty: 5335.856445
	Iteration 18Q: 3 clusters Score -5874503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5874522.500000 Penalty: 5335.856445
	Iteration 19Q: 3 clusters Score -5874522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5874517.000000 Penalty: 5335.856445
	Iteration 20F: 3 clusters Score -5874517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5874519.000000 Penalty: 5335.856445
	Iteration 21Q: 3 clusters Score -5874519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5874520.000000 Penalty: 5335.856445
	Iteration 22Q: 3 clusters Score -5874520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5874520.000000 Penalty: 5335.856445
	Iteration 23F: 3 clusters Score -5874520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -738862.375000 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -738862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -733709.062500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -733709.1 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -735069.937500 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -735069.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -735456.875000 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -735456.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -735790.375000 Penalty: 4317.350586
	Iteration 3F: 3 clusters Score -735790.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -736098.375000 Penalty: 4317.350586
	Iteration 4F: 3 clusters Score -736098.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -736363.250000 Penalty: 4317.350586
	Iteration 5F: 3 clusters Score -736363.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -736609.375000 Penalty: 4317.350586
	Iteration 6F: 3 clusters Score -736609.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -736818.625000 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -736818.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -736995.937500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -736995.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -737158.750000 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -737158.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -737302.562500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -737302.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -737410.875000 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -737410.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -737475.750000 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -737475.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -737524.312500 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -737524.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -737559.437500 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -737559.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -737586.625000 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -737586.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -737600.937500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -737600.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -737613.375000 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -737613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -737622.125000 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -737622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -737625.625000 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -737625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -737632.312500 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -737632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -737633.125000 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -737633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -737638.312500 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -737638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -737641.562500 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -737641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -737644.375000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -737644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -737647.125000 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -737647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -737649.000000 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -737649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -737651.875000 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -737651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -737655.937500 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -737655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -737658.375000 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -737658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -737660.625000 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -737660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -737663.312500 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -737663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -737662.250000 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -737662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -737662.750000 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -737662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -737662.750000 Penalty: 4317.350586
	Iteration 34F: 3 clusters Score -737662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Entering Unmasked Estep 
Score: -2963428.750000 Penalty: 2489.526123
	Iteration 0F: 2 clusters Score -2963429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2947595.750000 Penalty: 4979.052246
	Iteration 0F: 3 clusters Score -2947596 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2952897.250000 Penalty: 4979.052246
	Iteration 1F: 3 clusters Score -2952897 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2953397.750000 Penalty: 4979.052246
	Iteration 2F: 3 clusters Score -2953398 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2953940.250000 Penalty: 4979.052246
	Iteration 3F: 3 clusters Score -2953940 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2954656.000000 Penalty: 4979.052246
	Iteration 4F: 3 clusters Score -2954656 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2955635.250000 Penalty: 4979.052246
	Iteration 5F: 3 clusters Score -2955635 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2956924.750000 Penalty: 4979.052246
	Iteration 6F: 3 clusters Score -2956925 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2958374.250000 Penalty: 4979.052246
	Iteration 7F: 3 clusters Score -2958374 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2959562.250000 Penalty: 4979.052246
	Iteration 8F: 3 clusters Score -2959562 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2960330.750000 Penalty: 4979.052246
	Iteration 9Q: 3 clusters Score -2960331 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2960716.500000 Penalty: 4979.052246
	Iteration 10Q: 3 clusters Score -2960716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2960929.000000 Penalty: 4979.052246
	Iteration 11Q: 3 clusters Score -2960929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2961023.500000 Penalty: 4979.052246
	Iteration 12Q: 3 clusters Score -2961024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2961089.250000 Penalty: 4979.052246
	Iteration 13Q: 3 clusters Score -2961089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2961141.250000 Penalty: 4979.052246
	Iteration 14Q: 3 clusters Score -2961141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2961175.000000 Penalty: 4979.052246
	Iteration 15Q: 3 clusters Score -2961175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2961192.250000 Penalty: 4979.052246
	Iteration 16Q: 3 clusters Score -2961192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2961201.500000 Penalty: 4979.052246
	Iteration 17Q: 3 clusters Score -2961202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2961215.250000 Penalty: 4979.052246
	Iteration 18Q: 3 clusters Score -2961215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2961221.750000 Penalty: 4979.052246
	Iteration 19Q: 3 clusters Score -2961222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2961221.500000 Penalty: 4979.052246
	Iteration 20F: 3 clusters Score -2961222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Entering Unmasked Estep 
Score: -2307330.000000 Penalty: 2427.387451
	Iteration 0F: 2 clusters Score -2307330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2294606.250000 Penalty: 4854.774902
	Iteration 0F: 3 clusters Score -2294606 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2298737.000000 Penalty: 4854.774902
	Iteration 1F: 3 clusters Score -2298737 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2299089.000000 Penalty: 4854.774902
	Iteration 2F: 3 clusters Score -2299089 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2299375.750000 Penalty: 4854.774902
	Iteration 3Q: 3 clusters Score -2299376 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 4854.774902
	Iteration 4Q: 3 clusters Score -2299642 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2299919.750000 Penalty: 4854.774902
	Iteration 5Q: 3 clusters Score -2299920 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2300229.250000 Penalty: 4854.774902
	Iteration 6Q: 3 clusters Score -2300229 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2300590.750000 Penalty: 4854.774902
	Iteration 7Q: 3 clusters Score -2300591 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2300976.000000 Penalty: 4854.774902
	Iteration 8Q: 3 clusters Score -2300976 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2301455.000000 Penalty: 4854.774902
	Iteration 9Q: 3 clusters Score -2301455 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2302061.750000 Penalty: 4854.774902
	Iteration 10F: 3 clusters Score -2302062 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2302830.250000 Penalty: 4854.774902
	Iteration 11F: 3 clusters Score -2302830 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2303631.500000 Penalty: 4854.774902
	Iteration 12F: 3 clusters Score -2303632 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2304134.750000 Penalty: 4854.774902
	Iteration 13Q: 3 clusters Score -2304135 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2304380.250000 Penalty: 4854.774902
	Iteration 14Q: 3 clusters Score -2304380 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2304526.250000 Penalty: 4854.774902
	Iteration 15Q: 3 clusters Score -2304526 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2304598.750000 Penalty: 4854.774902
	Iteration 16Q: 3 clusters Score -2304599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2304670.000000 Penalty: 4854.774902
	Iteration 17Q: 3 clusters Score -2304670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2304718.000000 Penalty: 4854.774902
	Iteration 18Q: 3 clusters Score -2304718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2304785.250000 Penalty: 4854.774902
	Iteration 19Q: 3 clusters Score -2304785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2304824.250000 Penalty: 4854.774902
	Iteration 20F: 3 clusters Score -2304824 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2304873.750000 Penalty: 4854.774902
	Iteration 21Q: 3 clusters Score -2304874 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2304914.250000 Penalty: 4854.774902
	Iteration 22Q: 3 clusters Score -2304914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2304934.250000 Penalty: 4854.774902
	Iteration 23Q: 3 clusters Score -2304934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2304964.000000 Penalty: 4854.774902
	Iteration 24Q: 3 clusters Score -2304964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2304988.500000 Penalty: 4854.774902
	Iteration 25Q: 3 clusters Score -2304988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2305010.000000 Penalty: 4854.774902
	Iteration 26Q: 3 clusters Score -2305010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2305038.750000 Penalty: 4854.774902
	Iteration 27Q: 3 clusters Score -2305039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2305051.000000 Penalty: 4854.774902
	Iteration 28Q: 3 clusters Score -2305051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2305077.250000 Penalty: 4854.774902
	Iteration 29Q: 3 clusters Score -2305077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2305097.500000 Penalty: 4854.774902
	Iteration 30Q: 3 clusters Score -2305098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2305115.250000 Penalty: 4854.774902
	Iteration 31Q: 3 clusters Score -2305115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2305136.250000 Penalty: 4854.774902
	Iteration 32Q: 3 clusters Score -2305136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2305156.750000 Penalty: 4854.774902
	Iteration 33Q: 3 clusters Score -2305157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2305178.250000 Penalty: 4854.774902
	Iteration 34Q: 3 clusters Score -2305178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2305192.000000 Penalty: 4854.774902
	Iteration 35Q: 3 clusters Score -2305192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2305208.000000 Penalty: 4854.774902
	Iteration 36Q: 3 clusters Score -2305208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2305215.500000 Penalty: 4854.774902
	Iteration 37Q: 3 clusters Score -2305216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2305224.250000 Penalty: 4854.774902
	Iteration 38Q: 3 clusters Score -2305224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2305227.750000 Penalty: 4854.774902
	Iteration 39Q: 3 clusters Score -2305228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2305228.500000 Penalty: 4854.774902
	Iteration 40F: 3 clusters Score -2305228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2305238.000000 Penalty: 4854.774902
	Iteration 41Q: 3 clusters Score -2305238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2305235.750000 Penalty: 4854.774902
	Iteration 42Q: 3 clusters Score -2305236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2305241.250000 Penalty: 4854.774902
	Iteration 43Q: 3 clusters Score -2305241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2305247.500000 Penalty: 4854.774902
	Iteration 44Q: 3 clusters Score -2305248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2305252.750000 Penalty: 4854.774902
	Iteration 45Q: 3 clusters Score -2305253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2305257.250000 Penalty: 4854.774902
	Iteration 46Q: 3 clusters Score -2305257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2305257.000000 Penalty: 4854.774902
	Iteration 47Q: 3 clusters Score -2305257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2305257.500000 Penalty: 4854.774902
	Iteration 48Q: 3 clusters Score -2305258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2305262.750000 Penalty: 4854.774902
	Iteration 49Q: 3 clusters Score -2305263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2305263.500000 Penalty: 4854.774902
	Iteration 50Q: 3 clusters Score -2305264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2305263.250000 Penalty: 4854.774902
	Iteration 51Q: 3 clusters Score -2305263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2305265.750000 Penalty: 4854.774902
	Iteration 52Q: 3 clusters Score -2305266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2305272.750000 Penalty: 4854.774902
	Iteration 53Q: 3 clusters Score -2305273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2305277.250000 Penalty: 4854.774902
	Iteration 54Q: 3 clusters Score -2305277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2305280.000000 Penalty: 4854.774902
	Iteration 55Q: 3 clusters Score -2305280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2305284.500000 Penalty: 4854.774902
	Iteration 56Q: 3 clusters Score -2305284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2305291.750000 Penalty: 4854.774902
	Iteration 57Q: 3 clusters Score -2305292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2305294.750000 Penalty: 4854.774902
	Iteration 58Q: 3 clusters Score -2305295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2305291.750000 Penalty: 4854.774902
	Iteration 59Q: 3 clusters Score -2305292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2305290.750000 Penalty: 4854.774902
	Iteration 60F: 3 clusters Score -2305291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4854.774902
	Iteration 61Q: 3 clusters Score -2305293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4854.774902
	Iteration 62Q: 3 clusters Score -2305293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2305295.500000 Penalty: 4854.774902
	Iteration 63Q: 3 clusters Score -2305296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4854.774902
	Iteration 64Q: 3 clusters Score -2305293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4854.774902
	Iteration 65F: 3 clusters Score -2305293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -61783.304688 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -61783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60238.515625 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -60238.52 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60670.527344 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -60670.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60890.078125 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -60890.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61201.738281 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -61201.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61374.152344 Penalty: 3144.818115
	Iteration 4F: 3 clusters Score -61374.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61500.964844 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -61500.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61668.464844 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -61668.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61717.496094 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -61717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61756.476562 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -61756.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61854.113281 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -61854.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62044.109375 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -62044.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62095.558594 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -62095.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62097.660156 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -62097.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62097.660156 Penalty: 3144.818115
	Iteration 13F: 3 clusters Score -62097.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 293119 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 46994 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 159986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 73933 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 101178 members 
Mstep: Class 24 contains 211 members 
Entering Unmasked Estep 
Score: -116098592.000000 Penalty: 81763.039062
Splitting cluster 13 changes total score from -116100096.000000 to -116098592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27446.335938 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27446.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26254.134766 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26254.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26376.945312 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -26376.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26409.625000 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -26409.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26427.248047 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -26427.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26429.339844 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -26429.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26429.339844 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -26429.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -229707.468750 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -229707.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227179.671875 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -227179.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227614.718750 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -227614.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -227747.265625 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -227747.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227810.234375 Penalty: 3727.340576
	Iteration 3Q: 3 clusters Score -227810.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227862.109375 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -227862.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -227891.468750 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -227891.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227916.093750 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -227916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227938.703125 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -227938.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227961.140625 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -227961.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227986.203125 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -227986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227995.484375 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -227995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228002.453125 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -228002.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -228010.000000 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -228010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228019.609375 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -228019.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228035.859375 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -228035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228054.656250 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -228054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228071.187500 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -228071.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228083.656250 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -228083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228098.890625 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -228098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228111.515625 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -228111.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228119.187500 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -228119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228122.171875 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -228122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228127.390625 Penalty: 3727.340576
	Iteration 22Q: 3 clusters Score -228127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228130.109375 Penalty: 3727.340576
	Iteration 23Q: 3 clusters Score -228130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -228133.375000 Penalty: 3727.340576
	Iteration 24Q: 3 clusters Score -228133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -228138.250000 Penalty: 3727.340576
	Iteration 25Q: 3 clusters Score -228138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -228143.046875 Penalty: 3727.340576
	Iteration 26Q: 3 clusters Score -228143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -228148.390625 Penalty: 3727.340576
	Iteration 27Q: 3 clusters Score -228148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -228149.984375 Penalty: 3727.340576
	Iteration 28Q: 3 clusters Score -228150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228151.234375 Penalty: 3727.340576
	Iteration 29Q: 3 clusters Score -228151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228151.234375 Penalty: 3727.340576
	Iteration 30F: 3 clusters Score -228151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -156845.109375 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -156845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154705.109375 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -154705.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155009.046875 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -155009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155113.781250 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -155113.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155168.484375 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -155168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155200.421875 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -155200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155216.484375 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -155216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155224.046875 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -155224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155226.859375 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -155226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155228.656250 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -155228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155229.984375 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -155230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155230.671875 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -155230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155230.671875 Penalty: 3538.114746
	Iteration 11F: 3 clusters Score -155230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Entering Unmasked Estep 
Score: -20541814.000000 Penalty: 2971.744629
	Iteration 0F: 2 clusters Score -2.054181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -20439360.000000 Penalty: 5943.489258
	Iteration 0F: 3 clusters Score -2.043936e+07 nChanged 76304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -20483456.000000 Penalty: 5943.489258
	Iteration 1F: 3 clusters Score -2.048346e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -20484408.000000 Penalty: 5943.489258
	Iteration 2Q: 3 clusters Score -2.048441e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -20485748.000000 Penalty: 5943.489258
	Iteration 3Q: 3 clusters Score -2.048575e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -20488250.000000 Penalty: 5943.489258
	Iteration 4Q: 3 clusters Score -2.048825e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -20493220.000000 Penalty: 5943.489258
	Iteration 5F: 3 clusters Score -2.049322e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -20502448.000000 Penalty: 5943.489258
	Iteration 6F: 3 clusters Score -2.050245e+07 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -20516430.000000 Penalty: 5943.489258
	Iteration 7F: 3 clusters Score -2.051643e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -20529106.000000 Penalty: 5943.489258
	Iteration 8F: 3 clusters Score -2.052911e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20535708.000000 Penalty: 5943.489258
	Iteration 9Q: 3 clusters Score -2.053571e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20538018.000000 Penalty: 5943.489258
	Iteration 10Q: 3 clusters Score -2.053802e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20538712.000000 Penalty: 5943.489258
	Iteration 11Q: 3 clusters Score -2.053871e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20538948.000000 Penalty: 5943.489258
	Iteration 12Q: 3 clusters Score -2.053895e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159656 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20539060.000000 Penalty: 5943.489258
	Iteration 13Q: 3 clusters Score -2.053906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20539110.000000 Penalty: 5943.489258
	Iteration 14Q: 3 clusters Score -2.053911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20539142.000000 Penalty: 5943.489258
	Iteration 15Q: 3 clusters Score -2.053914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20539162.000000 Penalty: 5943.489258
	Iteration 16Q: 3 clusters Score -2.053916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20539166.000000 Penalty: 5943.489258
	Iteration 17Q: 3 clusters Score -2.053917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20539180.000000 Penalty: 5943.489258
	Iteration 18Q: 3 clusters Score -2.053918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20539190.000000 Penalty: 5943.489258
	Iteration 19Q: 3 clusters Score -2.053919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20539194.000000 Penalty: 5943.489258
	Iteration 20F: 3 clusters Score -2.053919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20539194.000000 Penalty: 5943.489258
	Iteration 21Q: 3 clusters Score -2.053919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20539206.000000 Penalty: 5943.489258
	Iteration 22Q: 3 clusters Score -2.053921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20539206.000000 Penalty: 5943.489258
	Iteration 23F: 3 clusters Score -2.053921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -110917.000000 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -110917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109059.445312 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -109059.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -109327.382812 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -109327.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109427.125000 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -109427.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109513.070312 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -109513.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109550.054688 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -109550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109576.648438 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -109576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109589.648438 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -109589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109599.734375 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -109599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109607.281250 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -109607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109619.328125 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -109619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109627.710938 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -109627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109635.945312 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -109635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109644.960938 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -109645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109649.109375 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -109649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109660.781250 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -109660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109677.109375 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -109677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109704.789062 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -109704.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109744.460938 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -109744.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109826.343750 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -109826.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -109950.062500 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -109950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109978.171875 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -109978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110004.632812 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -110004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110019.203125 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -110019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110043.351562 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -110043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110058.875000 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -110058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110071.945312 Penalty: 3378.923096
	Iteration 25Q: 3 clusters Score -110071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110077.289062 Penalty: 3378.923096
	Iteration 26Q: 3 clusters Score -110077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110080.304688 Penalty: 3378.923096
	Iteration 27Q: 3 clusters Score -110080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110085.000000 Penalty: 3378.923096
	Iteration 28Q: 3 clusters Score -110085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110088.523438 Penalty: 3378.923096
	Iteration 29Q: 3 clusters Score -110088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110090.757812 Penalty: 3378.923096
	Iteration 30Q: 3 clusters Score -110090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110092.531250 Penalty: 3378.923096
	Iteration 31Q: 3 clusters Score -110092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110096.156250 Penalty: 3378.923096
	Iteration 32Q: 3 clusters Score -110096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110098.257812 Penalty: 3378.923096
	Iteration 33Q: 3 clusters Score -110098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110109.359375 Penalty: 3378.923096
	Iteration 34Q: 3 clusters Score -110109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110141.265625 Penalty: 3378.923096
	Iteration 35Q: 3 clusters Score -110141.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110170.859375 Penalty: 3378.923096
	Iteration 36Q: 3 clusters Score -110170.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110203.921875 Penalty: 3378.923096
	Iteration 37Q: 3 clusters Score -110203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110247.531250 Penalty: 3378.923096
	Iteration 38Q: 3 clusters Score -110247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110292.820312 Penalty: 3378.923096
	Iteration 39Q: 3 clusters Score -110292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110320.406250 Penalty: 3378.923096
	Iteration 40F: 3 clusters Score -110320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110325.320312 Penalty: 3378.923096
	Iteration 41Q: 3 clusters Score -110325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110325.320312 Penalty: 3378.923096
	Iteration 42F: 3 clusters Score -110325.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Entering Unmasked Estep 
Score: -9513027.000000 Penalty: 2780.306885
	Iteration 0F: 2 clusters Score -9513027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -9463240.000000 Penalty: 5560.613770
	Iteration 0F: 3 clusters Score -9463240 nChanged 34839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -9483096.000000 Penalty: 5560.613770
	Iteration 1F: 3 clusters Score -9483096 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -9483780.000000 Penalty: 5560.613770
	Iteration 2Q: 3 clusters Score -9483780 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -9484628.000000 Penalty: 5560.613770
	Iteration 3Q: 3 clusters Score -9484628 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -9485586.000000 Penalty: 5560.613770
	Iteration 4Q: 3 clusters Score -9485586 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -9486914.000000 Penalty: 5560.613770
	Iteration 5Q: 3 clusters Score -9486914 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -9488908.000000 Penalty: 5560.613770
	Iteration 6Q: 3 clusters Score -9488908 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -9491890.000000 Penalty: 5560.613770
	Iteration 7F: 3 clusters Score -9491890 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -9495625.000000 Penalty: 5560.613770
	Iteration 8F: 3 clusters Score -9495625 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -9499659.000000 Penalty: 5560.613770
	Iteration 9F: 3 clusters Score -9499659 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -9503303.000000 Penalty: 5560.613770
	Iteration 10F: 3 clusters Score -9503303 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -9506007.000000 Penalty: 5560.613770
	Iteration 11Q: 3 clusters Score -9506007 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -9507712.000000 Penalty: 5560.613770
	Iteration 12Q: 3 clusters Score -9507712 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9508813.000000 Penalty: 5560.613770
	Iteration 13Q: 3 clusters Score -9508813 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9509408.000000 Penalty: 5560.613770
	Iteration 14Q: 3 clusters Score -9509408 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9509786.000000 Penalty: 5560.613770
	Iteration 15Q: 3 clusters Score -9509786 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9510022.000000 Penalty: 5560.613770
	Iteration 16Q: 3 clusters Score -9510022 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9510241.000000 Penalty: 5560.613770
	Iteration 17Q: 3 clusters Score -9510241 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9510401.000000 Penalty: 5560.613770
	Iteration 18Q: 3 clusters Score -9510401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9510535.000000 Penalty: 5560.613770
	Iteration 19Q: 3 clusters Score -9510535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9510603.000000 Penalty: 5560.613770
	Iteration 20F: 3 clusters Score -9510603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9510657.000000 Penalty: 5560.613770
	Iteration 21Q: 3 clusters Score -9510657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9510682.000000 Penalty: 5560.613770
	Iteration 22Q: 3 clusters Score -9510682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9510686.000000 Penalty: 5560.613770
	Iteration 23Q: 3 clusters Score -9510686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9510700.000000 Penalty: 5560.613770
	Iteration 24Q: 3 clusters Score -9510700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9510714.000000 Penalty: 5560.613770
	Iteration 25Q: 3 clusters Score -9510714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9510726.000000 Penalty: 5560.613770
	Iteration 26Q: 3 clusters Score -9510726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9510728.000000 Penalty: 5560.613770
	Iteration 27Q: 3 clusters Score -9510728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9510730.000000 Penalty: 5560.613770
	Iteration 28Q: 3 clusters Score -9510730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9510731.000000 Penalty: 5560.613770
	Iteration 29Q: 3 clusters Score -9510731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9510756.000000 Penalty: 5560.613770
	Iteration 30Q: 3 clusters Score -9510756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9510761.000000 Penalty: 5560.613770
	Iteration 31Q: 3 clusters Score -9510761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9510761.000000 Penalty: 5560.613770
	Iteration 32Q: 3 clusters Score -9510761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9510775.000000 Penalty: 5560.613770
	Iteration 33Q: 3 clusters Score -9510775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9510776.000000 Penalty: 5560.613770
	Iteration 34Q: 3 clusters Score -9510776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9510775.000000 Penalty: 5560.613770
	Iteration 35Q: 3 clusters Score -9510775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9510774.000000 Penalty: 5560.613770
	Iteration 36Q: 3 clusters Score -9510774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9510777.000000 Penalty: 5560.613770
	Iteration 37Q: 3 clusters Score -9510777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9510776.000000 Penalty: 5560.613770
	Iteration 38Q: 3 clusters Score -9510776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9510775.000000 Penalty: 5560.613770
	Iteration 39Q: 3 clusters Score -9510775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9510777.000000 Penalty: 5560.613770
	Iteration 40F: 3 clusters Score -9510777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9510778.000000 Penalty: 5560.613770
	Iteration 41Q: 3 clusters Score -9510778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9510778.000000 Penalty: 5560.613770
	Iteration 42F: 3 clusters Score -9510778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -260064.609375 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -260064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257373.843750 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -257373.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -257860.937500 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -257860.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257991.843750 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -257991.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258068.296875 Penalty: 3789.262451
	Iteration 3Q: 3 clusters Score -258068.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258107.546875 Penalty: 3789.262451
	Iteration 4Q: 3 clusters Score -258107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258127.734375 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -258127.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258136.968750 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -258137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258152.343750 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -258152.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258166.812500 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -258166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -258173.093750 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -258173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258181.234375 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -258181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258187.078125 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -258187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258194.937500 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -258194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258199.046875 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -258199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258202.171875 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -258202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258204.265625 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -258204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258210.203125 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -258210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258216.656250 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -258216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258224.578125 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -258224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258230.250000 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -258230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258233.281250 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -258233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258236.578125 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -258236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258237.984375 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -258238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -258238.625000 Penalty: 3789.262451
	Iteration 23Q: 3 clusters Score -258238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258238.781250 Penalty: 3789.262451
	Iteration 24Q: 3 clusters Score -258238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258238.781250 Penalty: 3789.262451
	Iteration 25F: 3 clusters Score -258238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -1046167.625000 Penalty: 2236.305908
	Iteration 0F: 2 clusters Score -1046168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1039588.750000 Penalty: 4472.611816
	Iteration 0F: 3 clusters Score -1039589 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1041300.937500 Penalty: 4472.611816
	Iteration 1F: 3 clusters Score -1041301 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1041555.000000 Penalty: 4472.611816
	Iteration 2F: 3 clusters Score -1041555 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1041729.437500 Penalty: 4472.611816
	Iteration 3F: 3 clusters Score -1041729 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1041870.375000 Penalty: 4472.611816
	Iteration 4Q: 3 clusters Score -1041870 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1042016.812500 Penalty: 4472.611816
	Iteration 5Q: 3 clusters Score -1042017 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1042186.500000 Penalty: 4472.611816
	Iteration 6Q: 3 clusters Score -1042186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1042374.500000 Penalty: 4472.611816
	Iteration 7Q: 3 clusters Score -1042374 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1042560.500000 Penalty: 4472.611816
	Iteration 8Q: 3 clusters Score -1042560 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1042746.312500 Penalty: 4472.611816
	Iteration 9Q: 3 clusters Score -1042746 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1042937.000000 Penalty: 4472.611816
	Iteration 10Q: 3 clusters Score -1042937 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1043113.687500 Penalty: 4472.611816
	Iteration 11Q: 3 clusters Score -1043114 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1043272.125000 Penalty: 4472.611816
	Iteration 12Q: 3 clusters Score -1043272 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1043446.000000 Penalty: 4472.611816
	Iteration 13Q: 3 clusters Score -1043446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1043613.812500 Penalty: 4472.611816
	Iteration 14Q: 3 clusters Score -1043614 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1043770.375000 Penalty: 4472.611816
	Iteration 15Q: 3 clusters Score -1043770 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1043905.062500 Penalty: 4472.611816
	Iteration 16Q: 3 clusters Score -1043905 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1044047.250000 Penalty: 4472.611816
	Iteration 17Q: 3 clusters Score -1044047 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1044186.687500 Penalty: 4472.611816
	Iteration 18Q: 3 clusters Score -1044187 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1044320.375000 Penalty: 4472.611816
	Iteration 19Q: 3 clusters Score -1044320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1044435.375000 Penalty: 4472.611816
	Iteration 20F: 3 clusters Score -1044435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1044529.812500 Penalty: 4472.611816
	Iteration 21Q: 3 clusters Score -1044530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1044590.062500 Penalty: 4472.611816
	Iteration 22Q: 3 clusters Score -1044590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1044645.750000 Penalty: 4472.611816
	Iteration 23Q: 3 clusters Score -1044646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1044686.437500 Penalty: 4472.611816
	Iteration 24Q: 3 clusters Score -1044686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1044722.937500 Penalty: 4472.611816
	Iteration 25Q: 3 clusters Score -1044723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1044736.562500 Penalty: 4472.611816
	Iteration 26Q: 3 clusters Score -1044737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1044747.250000 Penalty: 4472.611816
	Iteration 27Q: 3 clusters Score -1044747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1044755.187500 Penalty: 4472.611816
	Iteration 28Q: 3 clusters Score -1044755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1044764.875000 Penalty: 4472.611816
	Iteration 29Q: 3 clusters Score -1044765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1044768.125000 Penalty: 4472.611816
	Iteration 30Q: 3 clusters Score -1044768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1044773.000000 Penalty: 4472.611816
	Iteration 31Q: 3 clusters Score -1044773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1044773.312500 Penalty: 4472.611816
	Iteration 32Q: 3 clusters Score -1044773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1044774.062500 Penalty: 4472.611816
	Iteration 33Q: 3 clusters Score -1044774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1044775.187500 Penalty: 4472.611816
	Iteration 34Q: 3 clusters Score -1044775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1044775.250000 Penalty: 4472.611816
	Iteration 35Q: 3 clusters Score -1044775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1044776.500000 Penalty: 4472.611816
	Iteration 36Q: 3 clusters Score -1044776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1044777.687500 Penalty: 4472.611816
	Iteration 37Q: 3 clusters Score -1044778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1044780.375000 Penalty: 4472.611816
	Iteration 38Q: 3 clusters Score -1044780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1044781.500000 Penalty: 4472.611816
	Iteration 39Q: 3 clusters Score -1044782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1044783.500000 Penalty: 4472.611816
	Iteration 40F: 3 clusters Score -1044784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1044785.187500 Penalty: 4472.611816
	Iteration 41Q: 3 clusters Score -1044785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1044786.875000 Penalty: 4472.611816
	Iteration 42Q: 3 clusters Score -1044787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1044790.875000 Penalty: 4472.611816
	Iteration 43Q: 3 clusters Score -1044791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1044794.000000 Penalty: 4472.611816
	Iteration 44Q: 3 clusters Score -1044794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1044795.312500 Penalty: 4472.611816
	Iteration 45Q: 3 clusters Score -1044795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1044795.687500 Penalty: 4472.611816
	Iteration 46Q: 3 clusters Score -1044796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1044797.125000 Penalty: 4472.611816
	Iteration 47Q: 3 clusters Score -1044797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1044798.875000 Penalty: 4472.611816
	Iteration 48Q: 3 clusters Score -1044799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1044802.500000 Penalty: 4472.611816
	Iteration 49Q: 3 clusters Score -1044802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1044804.312500 Penalty: 4472.611816
	Iteration 50Q: 3 clusters Score -1044804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1044806.250000 Penalty: 4472.611816
	Iteration 51Q: 3 clusters Score -1044806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1044807.562500 Penalty: 4472.611816
	Iteration 52Q: 3 clusters Score -1044808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1044807.062500 Penalty: 4472.611816
	Iteration 53Q: 3 clusters Score -1044807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1044809.250000 Penalty: 4472.611816
	Iteration 54Q: 3 clusters Score -1044809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1044808.000000 Penalty: 4472.611816
	Iteration 55Q: 3 clusters Score -1044808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1044808.000000 Penalty: 4472.611816
	Iteration 56F: 3 clusters Score -1044808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -113080.617188 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -113080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111234.015625 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -111234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111491.835938 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -111491.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111552.429688 Penalty: 3385.966553
	Iteration 2Q: 3 clusters Score -111552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111575.562500 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -111575.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111593.367188 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -111593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111608.039062 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -111608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111622.171875 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -111622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111629.406250 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -111629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111634.757812 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -111634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111635.296875 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -111635.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111635.296875 Penalty: 3385.966553
	Iteration 10F: 3 clusters Score -111635.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Entering Unmasked Estep 
Score: -13002883.000000 Penalty: 2858.109863
	Iteration 0F: 2 clusters Score -1.300288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -12935298.000000 Penalty: 5716.219727
	Iteration 0F: 3 clusters Score -1.29353e+07 nChanged 47800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -12962516.000000 Penalty: 5716.219727
	Iteration 1F: 3 clusters Score -1.296252e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -12963172.000000 Penalty: 5716.219727
	Iteration 2Q: 3 clusters Score -1.296317e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -12964087.000000 Penalty: 5716.219727
	Iteration 3Q: 3 clusters Score -1.296409e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -12965101.000000 Penalty: 5716.219727
	Iteration 4Q: 3 clusters Score -1.29651e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -12966680.000000 Penalty: 5716.219727
	Iteration 5Q: 3 clusters Score -1.296668e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -12968888.000000 Penalty: 5716.219727
	Iteration 6Q: 3 clusters Score -1.296889e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -12972456.000000 Penalty: 5716.219727
	Iteration 7F: 3 clusters Score -1.297246e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -12978012.000000 Penalty: 5716.219727
	Iteration 8F: 3 clusters Score -1.297801e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -12984879.000000 Penalty: 5716.219727
	Iteration 9F: 3 clusters Score -1.298488e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -12991534.000000 Penalty: 5716.219727
	Iteration 10F: 3 clusters Score -1.299153e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -12996024.000000 Penalty: 5716.219727
	Iteration 11Q: 3 clusters Score -1.299602e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -12998507.000000 Penalty: 5716.219727
	Iteration 12Q: 3 clusters Score -1.299851e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100055 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12999507.000000 Penalty: 5716.219727
	Iteration 13Q: 3 clusters Score -1.299951e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12999901.000000 Penalty: 5716.219727
	Iteration 14Q: 3 clusters Score -1.29999e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13000128.000000 Penalty: 5716.219727
	Iteration 15Q: 3 clusters Score -1.300013e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13000253.000000 Penalty: 5716.219727
	Iteration 16Q: 3 clusters Score -1.300025e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13000321.000000 Penalty: 5716.219727
	Iteration 17Q: 3 clusters Score -1.300032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13000356.000000 Penalty: 5716.219727
	Iteration 18Q: 3 clusters Score -1.300036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13000376.000000 Penalty: 5716.219727
	Iteration 19Q: 3 clusters Score -1.300038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13000405.000000 Penalty: 5716.219727
	Iteration 20F: 3 clusters Score -1.30004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13000424.000000 Penalty: 5716.219727
	Iteration 21Q: 3 clusters Score -1.300042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13000429.000000 Penalty: 5716.219727
	Iteration 22Q: 3 clusters Score -1.300043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13000434.000000 Penalty: 5716.219727
	Iteration 23Q: 3 clusters Score -1.300043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13000447.000000 Penalty: 5716.219727
	Iteration 24Q: 3 clusters Score -1.300045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13000448.000000 Penalty: 5716.219727
	Iteration 25Q: 3 clusters Score -1.300045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13000441.000000 Penalty: 5716.219727
	Iteration 26Q: 3 clusters Score -1.300044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13000445.000000 Penalty: 5716.219727
	Iteration 27Q: 3 clusters Score -1.300044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13000457.000000 Penalty: 5716.219727
	Iteration 28Q: 3 clusters Score -1.300046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13000462.000000 Penalty: 5716.219727
	Iteration 29Q: 3 clusters Score -1.300046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13000458.000000 Penalty: 5716.219727
	Iteration 30Q: 3 clusters Score -1.300046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13000458.000000 Penalty: 5716.219727
	Iteration 31F: 3 clusters Score -1.300046e+07 nChanged 0
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -350344192.000000 Penalty: 84622.726562
20->24 Clusters: Score -350344192.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 46190 members 
Mstep: Class 3 contains 46426 members 
Mstep: Class 4 contains 46041 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 46436 members 
Mstep: Class 7 contains 46103 members 
Mstep: Class 8 contains 46604 members 
Mstep: Class 9 contains 45751 members 
Mstep: Class 10 contains 46273 members 
Mstep: Class 11 contains 46015 members 
Mstep: Class 12 contains 46253 members 
Mstep: Class 13 contains 46221 members 
Mstep: Class 14 contains 46249 members 
Mstep: Class 15 contains 45882 members 
Mstep: Class 16 contains 46392 members 
Mstep: Class 17 contains 46244 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 46263 members 
Mstep: Class 20 contains 46471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1186.846680 but Gain 3406.792969
Score: -112727400.000000 Penalty: 64729.074219
Iteration 0F: 20 clusters Score -1.127274e+08 nChanged 874607
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 25232 members 
Mstep: Class 3 contains 48409 members 
Mstep: Class 5 contains 25737 members 
Mstep: Class 6 contains 53872 members 
Mstep: Class 7 contains 29233 members 
Mstep: Class 8 contains 38074 members 
Mstep: Class 9 contains 68466 members 
Mstep: Class 10 contains 31589 members 
Mstep: Class 11 contains 63782 members 
Mstep: Class 12 contains 63514 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 31507 members 
Mstep: Class 15 contains 92668 members 
Mstep: Class 16 contains 51786 members 
Mstep: Class 17 contains 21741 members 
Mstep: Class 18 contains 77307 members 
Mstep: Class 19 contains 52489 members 
Mstep: Class 20 contains 38993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114540800.000000 Penalty: 64729.074219
Iteration 1F: 20 clusters Score -1.145408e+08 nChanged 321412
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 16581 members 
Mstep: Class 3 contains 56289 members 
Mstep: Class 5 contains 16049 members 
Mstep: Class 6 contains 41338 members 
Mstep: Class 7 contains 26803 members 
Mstep: Class 8 contains 36374 members 
Mstep: Class 9 contains 95537 members 
Mstep: Class 10 contains 25559 members 
Mstep: Class 11 contains 51899 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 35416 members 
Mstep: Class 15 contains 107313 members 
Mstep: Class 16 contains 47365 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 121020 members 
Mstep: Class 19 contains 50592 members 
Mstep: Class 20 contains 32459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114993184.000000 Penalty: 64729.074219
Iteration 2F: 20 clusters Score -1.149932e+08 nChanged 236033
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 9087 members 
Mstep: Class 3 contains 54355 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 33892 members 
Mstep: Class 7 contains 21062 members 
Mstep: Class 8 contains 26161 members 
Mstep: Class 9 contains 107334 members 
Mstep: Class 10 contains 23507 members 
Mstep: Class 11 contains 42969 members 
Mstep: Class 12 contains 37955 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 33451 members 
Mstep: Class 15 contains 133624 members 
Mstep: Class 16 contains 43942 members 
Mstep: Class 17 contains 8633 members 
Mstep: Class 18 contains 157655 members 
Mstep: Class 19 contains 60234 members 
Mstep: Class 20 contains 23589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115274376.000000 Penalty: 64729.074219
Iteration 3F: 20 clusters Score -1.152744e+08 nChanged 201448
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 46050 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 27888 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 15537 members 
Mstep: Class 9 contains 105306 members 
Mstep: Class 10 contains 23319 members 
Mstep: Class 11 contains 37106 members 
Mstep: Class 12 contains 27369 members 
Mstep: Class 13 contains 12157 members 
Mstep: Class 14 contains 28418 members 
Mstep: Class 15 contains 164380 members 
Mstep: Class 16 contains 39966 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 188218 members 
Mstep: Class 19 contains 76188 members 
Mstep: Class 20 contains 14794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115474600.000000 Penalty: 64729.074219
Iteration 4F: 20 clusters Score -1.154746e+08 nChanged 166138
Entering Unmasked Mstep 
Mstep: Class 0 contains 453 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 36035 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 24942 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 95950 members 
Mstep: Class 10 contains 23182 members 
Mstep: Class 11 contains 33428 members 
Mstep: Class 12 contains 22476 members 
Mstep: Class 13 contains 9256 members 
Mstep: Class 14 contains 23378 members 
Mstep: Class 15 contains 197079 members 
Mstep: Class 16 contains 36167 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 205240 members 
Mstep: Class 19 contains 87395 members 
Mstep: Class 20 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115617952.000000 Penalty: 64729.074219
Iteration 5F: 20 clusters Score -1.15618e+08 nChanged 130881
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 27167 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 24459 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 87305 members 
Mstep: Class 10 contains 23905 members 
Mstep: Class 11 contains 31416 members 
Mstep: Class 12 contains 20488 members 
Mstep: Class 13 contains 6824 members 
Mstep: Class 14 contains 19774 members 
Mstep: Class 15 contains 228021 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 209154 members 
Mstep: Class 19 contains 91651 members 
Mstep: Class 20 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2609.762939 but Gain 3406.792969
Score: -115713992.000000 Penalty: 61322.281250
Iteration 6F: 19 clusters Score -1.15714e+08 nChanged 107378
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 19911 members 
Mstep: Class 6 contains 24396 members 
Mstep: Class 7 contains 11161 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 9 contains 81041 members 
Mstep: Class 10 contains 25189 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 4820 members 
Mstep: Class 14 contains 17810 members 
Mstep: Class 15 contains 250913 members 
Mstep: Class 16 contains 31683 members 
Mstep: Class 17 contains 3348 members 
Mstep: Class 18 contains 209532 members 
Mstep: Class 19 contains 93072 members 
Mstep: Class 20 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115786368.000000 Penalty: 61322.281250
Iteration 7F: 19 clusters Score -1.157864e+08 nChanged 84006
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 14465 members 
Mstep: Class 6 contains 24056 members 
Mstep: Class 7 contains 11243 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 76642 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 32897 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 14 contains 17521 members 
Mstep: Class 15 contains 260206 members 
Mstep: Class 16 contains 31250 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 208618 members 
Mstep: Class 19 contains 94768 members 
Mstep: Class 20 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115852864.000000 Penalty: 61322.281250
Iteration 8F: 19 clusters Score -1.158529e+08 nChanged 68201
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 6 contains 23798 members 
Mstep: Class 7 contains 11173 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 73705 members 
Mstep: Class 10 contains 27169 members 
Mstep: Class 11 contains 35100 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 18394 members 
Mstep: Class 15 contains 259897 members 
Mstep: Class 16 contains 31621 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 207005 members 
Mstep: Class 19 contains 98161 members 
Mstep: Class 20 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115894864.000000 Penalty: 61322.281250
Iteration 9F: 19 clusters Score -1.158949e+08 nChanged 56859
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 72365 members 
Mstep: Class 10 contains 27467 members 
Mstep: Class 11 contains 37156 members 
Mstep: Class 12 contains 15862 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 20191 members 
Mstep: Class 15 contains 253871 members 
Mstep: Class 16 contains 32388 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 204275 members 
Mstep: Class 19 contains 103195 members 
Mstep: Class 20 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115921952.000000 Penalty: 61322.281250
Iteration 10F: 19 clusters Score -1.15922e+08 nChanged 49561
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 6 contains 22706 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 73097 members 
Mstep: Class 10 contains 27549 members 
Mstep: Class 11 contains 38703 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 22481 members 
Mstep: Class 15 contains 245346 members 
Mstep: Class 16 contains 33504 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 199984 members 
Mstep: Class 19 contains 109690 members 
Mstep: Class 20 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115946872.000000 Penalty: 61322.281250
Iteration 11F: 19 clusters Score -1.159469e+08 nChanged 44255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 541 members 
Mstep: Class 9 contains 76275 members 
Mstep: Class 10 contains 27540 members 
Mstep: Class 11 contains 39607 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 14 contains 24824 members 
Mstep: Class 15 contains 236415 members 
Mstep: Class 16 contains 34807 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 193840 members 
Mstep: Class 19 contains 116899 members 
Mstep: Class 20 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115968112.000000 Penalty: 61322.281250
Iteration 12Q: 19 clusters Score -1.159681e+08 nChanged 39735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 3311 members 
Mstep: Class 6 contains 20899 members 
Mstep: Class 7 contains 15814 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 81220 members 
Mstep: Class 10 contains 27502 members 
Mstep: Class 11 contains 39974 members 
Mstep: Class 12 contains 14851 members 
Mstep: Class 13 contains 1603 members 
Mstep: Class 14 contains 26992 members 
Mstep: Class 15 contains 227420 members 
Mstep: Class 16 contains 36186 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 186664 members 
Mstep: Class 19 contains 124733 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2822.203613 but Gain 3406.792969
Score: -115987048.000000 Penalty: 57915.488281
Iteration 13Q: 18 clusters Score -1.15987e+08 nChanged 37851
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 6 contains 19904 members 
Mstep: Class 7 contains 16812 members 
Mstep: Class 8 contains 743 members 
Mstep: Class 9 contains 87951 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 14865 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 28879 members 
Mstep: Class 15 contains 219262 members 
Mstep: Class 16 contains 37649 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 179520 members 
Mstep: Class 19 contains 133359 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116004216.000000 Penalty: 57915.488281
Iteration 14Q: 18 clusters Score -1.160042e+08 nChanged 31223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 6 contains 18853 members 
Mstep: Class 7 contains 17401 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 94007 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 14 contains 30416 members 
Mstep: Class 15 contains 210905 members 
Mstep: Class 16 contains 39000 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 172320 members 
Mstep: Class 19 contains 142193 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016224.000000 Penalty: 57915.488281
Iteration 15Q: 18 clusters Score -1.160162e+08 nChanged 28341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 6 contains 17818 members 
Mstep: Class 7 contains 17845 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 100360 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 37921 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 31691 members 
Mstep: Class 15 contains 203213 members 
Mstep: Class 16 contains 40140 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 165382 members 
Mstep: Class 19 contains 151451 members 
Mstep: Class 20 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026088.000000 Penalty: 57915.488281
Iteration 16Q: 18 clusters Score -1.160261e+08 nChanged 26614
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 6 contains 16859 members 
Mstep: Class 7 contains 18158 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 106944 members 
Mstep: Class 10 contains 27309 members 
Mstep: Class 11 contains 36427 members 
Mstep: Class 12 contains 14190 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 32670 members 
Mstep: Class 15 contains 196036 members 
Mstep: Class 16 contains 41160 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 158567 members 
Mstep: Class 19 contains 161033 members 
Mstep: Class 20 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116034568.000000 Penalty: 57915.488281
Iteration 17Q: 18 clusters Score -1.160346e+08 nChanged 25119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 6 contains 16059 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 113759 members 
Mstep: Class 10 contains 27312 members 
Mstep: Class 11 contains 34687 members 
Mstep: Class 12 contains 14048 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 33332 members 
Mstep: Class 15 contains 189669 members 
Mstep: Class 16 contains 42031 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 151687 members 
Mstep: Class 19 contains 170802 members 
Mstep: Class 20 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116043128.000000 Penalty: 57915.488281
Iteration 18Q: 18 clusters Score -1.160431e+08 nChanged 23993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 6 contains 15298 members 
Mstep: Class 7 contains 18441 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 120204 members 
Mstep: Class 10 contains 27304 members 
Mstep: Class 11 contains 32929 members 
Mstep: Class 12 contains 13962 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 33725 members 
Mstep: Class 15 contains 183867 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 145145 members 
Mstep: Class 19 contains 181008 members 
Mstep: Class 20 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049856.000000 Penalty: 57915.488281
Iteration 19Q: 18 clusters Score -1.160499e+08 nChanged 23677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 6 contains 14624 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 126280 members 
Mstep: Class 10 contains 27318 members 
Mstep: Class 11 contains 31235 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 33859 members 
Mstep: Class 15 contains 178067 members 
Mstep: Class 16 contains 43127 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 139011 members 
Mstep: Class 19 contains 191886 members 
Mstep: Class 20 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056264.000000 Penalty: 57915.488281
Iteration 20F: 18 clusters Score -1.160563e+08 nChanged 24461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 6 contains 14008 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 132481 members 
Mstep: Class 10 contains 27331 members 
Mstep: Class 11 contains 29635 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 33733 members 
Mstep: Class 15 contains 172394 members 
Mstep: Class 16 contains 43292 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 132740 members 
Mstep: Class 19 contains 203506 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061496.000000 Penalty: 57915.488281
Iteration 21Q: 18 clusters Score -1.160615e+08 nChanged 25668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 6 contains 13514 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 139303 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 28128 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 33554 members 
Mstep: Class 15 contains 166900 members 
Mstep: Class 16 contains 43155 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 125635 members 
Mstep: Class 19 contains 215403 members 
Mstep: Class 20 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066816.000000 Penalty: 57915.488281
Iteration 22Q: 18 clusters Score -1.160668e+08 nChanged 27258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 17925 members 
Mstep: Class 8 contains 1024 members 
Mstep: Class 9 contains 146712 members 
Mstep: Class 10 contains 27518 members 
Mstep: Class 11 contains 26727 members 
Mstep: Class 12 contains 13554 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 33301 members 
Mstep: Class 15 contains 161737 members 
Mstep: Class 16 contains 42660 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 117674 members 
Mstep: Class 19 contains 227525 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071552.000000 Penalty: 57915.488281
Iteration 23Q: 18 clusters Score -1.160716e+08 nChanged 28165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 17742 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 155022 members 
Mstep: Class 10 contains 27643 members 
Mstep: Class 11 contains 25517 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 33057 members 
Mstep: Class 15 contains 156669 members 
Mstep: Class 16 contains 42008 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 108734 members 
Mstep: Class 19 contains 239159 members 
Mstep: Class 20 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075520.000000 Penalty: 57915.488281
Iteration 24Q: 18 clusters Score -1.160755e+08 nChanged 30628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 1502 members 
Mstep: Class 6 contains 12316 members 
Mstep: Class 7 contains 17534 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 165460 members 
Mstep: Class 10 contains 27842 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 32823 members 
Mstep: Class 15 contains 151779 members 
Mstep: Class 16 contains 41182 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 97449 members 
Mstep: Class 19 contains 250216 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076376.000000 Penalty: 57915.488281
Iteration 25Q: 18 clusters Score -1.160764e+08 nChanged 32788
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 6 contains 12047 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 178049 members 
Mstep: Class 10 contains 28104 members 
Mstep: Class 11 contains 23792 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 32732 members 
Mstep: Class 15 contains 147570 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 83786 members 
Mstep: Class 19 contains 260065 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074496.000000 Penalty: 57915.488281
Iteration 26Q: 18 clusters Score -1.160745e+08 nChanged 33648
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 6 contains 11843 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 191810 members 
Mstep: Class 10 contains 28409 members 
Mstep: Class 11 contains 23271 members 
Mstep: Class 12 contains 13751 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 32787 members 
Mstep: Class 15 contains 144321 members 
Mstep: Class 16 contains 39627 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 68488 members 
Mstep: Class 19 contains 268305 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068416.000000 Penalty: 57915.488281
Iteration 27Q: 18 clusters Score -1.160684e+08 nChanged 30974
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 6 contains 11693 members 
Mstep: Class 7 contains 17026 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 202771 members 
Mstep: Class 10 contains 28775 members 
Mstep: Class 11 contains 22956 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 33072 members 
Mstep: Class 15 contains 142207 members 
Mstep: Class 16 contains 39049 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 55369 members 
Mstep: Class 19 contains 274948 members 
Mstep: Class 20 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116060608.000000 Penalty: 57915.488281
Iteration 28Q: 18 clusters Score -1.160606e+08 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 16965 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 208417 members 
Mstep: Class 10 contains 29137 members 
Mstep: Class 11 contains 22646 members 
Mstep: Class 12 contains 14020 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 33583 members 
Mstep: Class 15 contains 141031 members 
Mstep: Class 16 contains 38654 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 47360 members 
Mstep: Class 19 contains 280310 members 
Mstep: Class 20 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055392.000000 Penalty: 57915.488281
Iteration 29Q: 18 clusters Score -1.160554e+08 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 6 contains 11494 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 211808 members 
Mstep: Class 10 contains 29513 members 
Mstep: Class 11 contains 22475 members 
Mstep: Class 12 contains 14036 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 34222 members 
Mstep: Class 15 contains 140616 members 
Mstep: Class 16 contains 38345 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 42134 members 
Mstep: Class 19 contains 283924 members 
Mstep: Class 20 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051784.000000 Penalty: 57915.488281
Iteration 30Q: 18 clusters Score -1.160518e+08 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11423 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 213992 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 22352 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 34956 members 
Mstep: Class 15 contains 140811 members 
Mstep: Class 16 contains 38118 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 38510 members 
Mstep: Class 19 contains 286116 members 
Mstep: Class 20 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049344.000000 Penalty: 57915.488281
Iteration 31Q: 18 clusters Score -1.160493e+08 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 215543 members 
Mstep: Class 10 contains 30157 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 35741 members 
Mstep: Class 15 contains 141530 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 35892 members 
Mstep: Class 19 contains 287157 members 
Mstep: Class 20 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048392.000000 Penalty: 57915.488281
Iteration 32Q: 18 clusters Score -1.160484e+08 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11321 members 
Mstep: Class 7 contains 17043 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 216774 members 
Mstep: Class 10 contains 30419 members 
Mstep: Class 11 contains 22225 members 
Mstep: Class 12 contains 14163 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 36544 members 
Mstep: Class 15 contains 142781 members 
Mstep: Class 16 contains 37819 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 33875 members 
Mstep: Class 19 contains 287346 members 
Mstep: Class 20 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047616.000000 Penalty: 57915.488281
Iteration 33Q: 18 clusters Score -1.160476e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 17107 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 217750 members 
Mstep: Class 10 contains 30649 members 
Mstep: Class 11 contains 22223 members 
Mstep: Class 12 contains 14175 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 37304 members 
Mstep: Class 15 contains 144331 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 32280 members 
Mstep: Class 19 contains 287090 members 
Mstep: Class 20 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046920.000000 Penalty: 57915.488281
Iteration 34Q: 18 clusters Score -1.160469e+08 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 17177 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 218484 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 22239 members 
Mstep: Class 12 contains 14192 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 37996 members 
Mstep: Class 15 contains 146096 members 
Mstep: Class 16 contains 37652 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 30968 members 
Mstep: Class 19 contains 286642 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047768.000000 Penalty: 57915.488281
Iteration 35Q: 18 clusters Score -1.160478e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 17268 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 219065 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 22261 members 
Mstep: Class 12 contains 14212 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 38714 members 
Mstep: Class 15 contains 147949 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 29875 members 
Mstep: Class 19 contains 286102 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048256.000000 Penalty: 57915.488281
Iteration 36Q: 18 clusters Score -1.160483e+08 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 17334 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 219529 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 22287 members 
Mstep: Class 12 contains 14232 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 149914 members 
Mstep: Class 16 contains 37553 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 28941 members 
Mstep: Class 19 contains 285405 members 
Mstep: Class 20 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048824.000000 Penalty: 57915.488281
Iteration 37Q: 18 clusters Score -1.160488e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 17402 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 219857 members 
Mstep: Class 10 contains 31383 members 
Mstep: Class 11 contains 22287 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 40047 members 
Mstep: Class 15 contains 151905 members 
Mstep: Class 16 contains 37526 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 28106 members 
Mstep: Class 19 contains 284722 members 
Mstep: Class 20 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049232.000000 Penalty: 57915.488281
Iteration 38Q: 18 clusters Score -1.160492e+08 nChanged 6360
Entering ConstructFrom: 
Score: -116049232.000000 Penalty: 57915.488281
Entering ConstructFrom: 
Trying to split cluster 1 (55812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Entering Unmasked Estep 
Score: -7081721.500000 Penalty: 2710.576416
	Iteration 0F: 2 clusters Score -7081722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7044153.500000 Penalty: 5421.152832
	Iteration 0F: 3 clusters Score -7044154 nChanged 25802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7058593.500000 Penalty: 5421.152832
	Iteration 1F: 3 clusters Score -7058594 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -7059111.000000 Penalty: 5421.152832
	Iteration 2Q: 3 clusters Score -7059111 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -7059565.500000 Penalty: 5421.152832
	Iteration 3Q: 3 clusters Score -7059566 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7060100.000000 Penalty: 5421.152832
	Iteration 4Q: 3 clusters Score -7060100 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7060753.500000 Penalty: 5421.152832
	Iteration 5Q: 3 clusters Score -7060754 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7061476.500000 Penalty: 5421.152832
	Iteration 6Q: 3 clusters Score -7061476 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -7062578.500000 Penalty: 5421.152832
	Iteration 7Q: 3 clusters Score -7062578 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -7064084.000000 Penalty: 5421.152832
	Iteration 8Q: 3 clusters Score -7064084 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7066214.500000 Penalty: 5421.152832
	Iteration 9F: 3 clusters Score -7066214 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7068582.500000 Penalty: 5421.152832
	Iteration 10F: 3 clusters Score -7068582 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -7070142.500000 Penalty: 5421.152832
	Iteration 11F: 3 clusters Score -7070142 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -7070907.000000 Penalty: 5421.152832
	Iteration 12Q: 3 clusters Score -7070907 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -7071200.000000 Penalty: 5421.152832
	Iteration 13Q: 3 clusters Score -7071200 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7071434.500000 Penalty: 5421.152832
	Iteration 14Q: 3 clusters Score -7071434 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -7071627.500000 Penalty: 5421.152832
	Iteration 15Q: 3 clusters Score -7071628 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -7071806.500000 Penalty: 5421.152832
	Iteration 16Q: 3 clusters Score -7071806 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -7071948.000000 Penalty: 5421.152832
	Iteration 17Q: 3 clusters Score -7071948 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -7072179.500000 Penalty: 5421.152832
	Iteration 18Q: 3 clusters Score -7072180 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -7072384.000000 Penalty: 5421.152832
	Iteration 19Q: 3 clusters Score -7072384 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -7072616.000000 Penalty: 5421.152832
	Iteration 20F: 3 clusters Score -7072616 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7072854.500000 Penalty: 5421.152832
	Iteration 21Q: 3 clusters Score -7072854 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7073140.500000 Penalty: 5421.152832
	Iteration 22Q: 3 clusters Score -7073140 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7073430.500000 Penalty: 5421.152832
	Iteration 23Q: 3 clusters Score -7073430 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -7073812.000000 Penalty: 5421.152832
	Iteration 24Q: 3 clusters Score -7073812 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -7074218.500000 Penalty: 5421.152832
	Iteration 25Q: 3 clusters Score -7074218 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -7074669.000000 Penalty: 5421.152832
	Iteration 26Q: 3 clusters Score -7074669 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7075165.500000 Penalty: 5421.152832
	Iteration 27Q: 3 clusters Score -7075166 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -7075621.000000 Penalty: 5421.152832
	Iteration 28Q: 3 clusters Score -7075621 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -7076022.000000 Penalty: 5421.152832
	Iteration 29Q: 3 clusters Score -7076022 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -7076325.000000 Penalty: 5421.152832
	Iteration 30Q: 3 clusters Score -7076325 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7076585.000000 Penalty: 5421.152832
	Iteration 31Q: 3 clusters Score -7076585 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -7076795.500000 Penalty: 5421.152832
	Iteration 32Q: 3 clusters Score -7076796 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7076955.500000 Penalty: 5421.152832
	Iteration 33Q: 3 clusters Score -7076956 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -7077126.000000 Penalty: 5421.152832
	Iteration 34Q: 3 clusters Score -7077126 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -7077262.000000 Penalty: 5421.152832
	Iteration 35Q: 3 clusters Score -7077262 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -7077377.500000 Penalty: 5421.152832
	Iteration 36Q: 3 clusters Score -7077378 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7077483.500000 Penalty: 5421.152832
	Iteration 37Q: 3 clusters Score -7077484 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7077548.500000 Penalty: 5421.152832
	Iteration 38Q: 3 clusters Score -7077548 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7077583.500000 Penalty: 5421.152832
	Iteration 39Q: 3 clusters Score -7077584 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7077677.000000 Penalty: 5421.152832
	Iteration 40F: 3 clusters Score -7077677 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -7077738.500000 Penalty: 5421.152832
	Iteration 41Q: 3 clusters Score -7077738 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7077828.500000 Penalty: 5421.152832
	Iteration 42Q: 3 clusters Score -7077828 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7077895.500000 Penalty: 5421.152832
	Iteration 43Q: 3 clusters Score -7077896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -7077983.000000 Penalty: 5421.152832
	Iteration 44Q: 3 clusters Score -7077983 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -7078061.000000 Penalty: 5421.152832
	Iteration 45Q: 3 clusters Score -7078061 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -7078089.500000 Penalty: 5421.152832
	Iteration 46Q: 3 clusters Score -7078090 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -7078111.000000 Penalty: 5421.152832
	Iteration 47Q: 3 clusters Score -7078111 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -7078163.000000 Penalty: 5421.152832
	Iteration 48Q: 3 clusters Score -7078163 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -7078251.000000 Penalty: 5421.152832
	Iteration 49Q: 3 clusters Score -7078251 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -7078312.500000 Penalty: 5421.152832
	Iteration 50Q: 3 clusters Score -7078312 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7078370.500000 Penalty: 5421.152832
	Iteration 51Q: 3 clusters Score -7078370 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -7078407.500000 Penalty: 5421.152832
	Iteration 52Q: 3 clusters Score -7078408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -7078432.500000 Penalty: 5421.152832
	Iteration 53Q: 3 clusters Score -7078432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -7078465.000000 Penalty: 5421.152832
	Iteration 54Q: 3 clusters Score -7078465 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -7078504.000000 Penalty: 5421.152832
	Iteration 55Q: 3 clusters Score -7078504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -7078516.500000 Penalty: 5421.152832
	Iteration 56Q: 3 clusters Score -7078516 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -7078538.500000 Penalty: 5421.152832
	Iteration 57Q: 3 clusters Score -7078538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -7078539.000000 Penalty: 5421.152832
	Iteration 58Q: 3 clusters Score -7078539 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -7078592.500000 Penalty: 5421.152832
	Iteration 59Q: 3 clusters Score -7078592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -7078612.500000 Penalty: 5421.152832
	Iteration 60F: 3 clusters Score -7078612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -7078641.000000 Penalty: 5421.152832
	Iteration 61Q: 3 clusters Score -7078641 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -7078657.000000 Penalty: 5421.152832
	Iteration 62Q: 3 clusters Score -7078657 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -7078688.500000 Penalty: 5421.152832
	Iteration 63Q: 3 clusters Score -7078688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -7078693.000000 Penalty: 5421.152832
	Iteration 64Q: 3 clusters Score -7078693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -7078718.500000 Penalty: 5421.152832
	Iteration 65Q: 3 clusters Score -7078718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -7078738.500000 Penalty: 5421.152832
	Iteration 66Q: 3 clusters Score -7078738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -7078746.000000 Penalty: 5421.152832
	Iteration 67Q: 3 clusters Score -7078746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -7078754.000000 Penalty: 5421.152832
	Iteration 68Q: 3 clusters Score -7078754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -7078793.500000 Penalty: 5421.152832
	Iteration 69Q: 3 clusters Score -7078794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -7078779.500000 Penalty: 5421.152832
	Iteration 70Q: 3 clusters Score -7078780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -7078786.000000 Penalty: 5421.152832
	Iteration 71Q: 3 clusters Score -7078786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -7078787.000000 Penalty: 5421.152832
	Iteration 72Q: 3 clusters Score -7078787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -7078789.500000 Penalty: 5421.152832
	Iteration 73Q: 3 clusters Score -7078790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -7078785.000000 Penalty: 5421.152832
	Iteration 74Q: 3 clusters Score -7078785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -7078802.000000 Penalty: 5421.152832
	Iteration 75Q: 3 clusters Score -7078802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -7078826.500000 Penalty: 5421.152832
	Iteration 76Q: 3 clusters Score -7078826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -7078830.000000 Penalty: 5421.152832
	Iteration 77Q: 3 clusters Score -7078830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -7078851.500000 Penalty: 5421.152832
	Iteration 78Q: 3 clusters Score -7078852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -7078837.500000 Penalty: 5421.152832
	Iteration 79Q: 3 clusters Score -7078838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -7078874.000000 Penalty: 5421.152832
	Iteration 80F: 3 clusters Score -7078874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -7078882.000000 Penalty: 5421.152832
	Iteration 81Q: 3 clusters Score -7078882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -7078886.500000 Penalty: 5421.152832
	Iteration 82Q: 3 clusters Score -7078886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -7078898.500000 Penalty: 5421.152832
	Iteration 83Q: 3 clusters Score -7078898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -7078900.500000 Penalty: 5421.152832
	Iteration 84Q: 3 clusters Score -7078900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -7078898.000000 Penalty: 5421.152832
	Iteration 85Q: 3 clusters Score -7078898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -7078899.000000 Penalty: 5421.152832
	Iteration 86Q: 3 clusters Score -7078899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -7078922.000000 Penalty: 5421.152832
	Iteration 87Q: 3 clusters Score -7078922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -7078912.000000 Penalty: 5421.152832
	Iteration 88Q: 3 clusters Score -7078912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -7078921.500000 Penalty: 5421.152832
	Iteration 89Q: 3 clusters Score -7078922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -7078927.500000 Penalty: 5421.152832
	Iteration 90Q: 3 clusters Score -7078928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -7078933.500000 Penalty: 5421.152832
	Iteration 91Q: 3 clusters Score -7078934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -7078953.000000 Penalty: 5421.152832
	Iteration 92Q: 3 clusters Score -7078953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -7078952.000000 Penalty: 5421.152832
	Iteration 93Q: 3 clusters Score -7078952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -7078957.000000 Penalty: 5421.152832
	Iteration 94Q: 3 clusters Score -7078957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -7078973.500000 Penalty: 5421.152832
	Iteration 95Q: 3 clusters Score -7078974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -7078962.500000 Penalty: 5421.152832
	Iteration 96Q: 3 clusters Score -7078962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -7078995.000000 Penalty: 5421.152832
	Iteration 97Q: 3 clusters Score -7078995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -7079004.000000 Penalty: 5421.152832
	Iteration 98Q: 3 clusters Score -7079004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -7079014.500000 Penalty: 5421.152832
	Iteration 99Q: 3 clusters Score -7079014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -7079020.000000 Penalty: 5421.152832
	Iteration 100F: 3 clusters Score -7079020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -7079016.500000 Penalty: 5421.152832
	Iteration 101Q: 3 clusters Score -7079016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -7079019.500000 Penalty: 5421.152832
	Iteration 102Q: 3 clusters Score -7079020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -7079008.000000 Penalty: 5421.152832
	Iteration 103Q: 3 clusters Score -7079008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -7078998.000000 Penalty: 5421.152832
	Iteration 104Q: 3 clusters Score -7078998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -7079023.000000 Penalty: 5421.152832
	Iteration 105Q: 3 clusters Score -7079023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7079023.500000 Penalty: 5421.152832
	Iteration 106Q: 3 clusters Score -7079024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -7079042.500000 Penalty: 5421.152832
	Iteration 107Q: 3 clusters Score -7079042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -7079036.500000 Penalty: 5421.152832
	Iteration 108Q: 3 clusters Score -7079036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -7079053.000000 Penalty: 5421.152832
	Iteration 109Q: 3 clusters Score -7079053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -7079072.000000 Penalty: 5421.152832
	Iteration 110Q: 3 clusters Score -7079072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -7079068.500000 Penalty: 5421.152832
	Iteration 111Q: 3 clusters Score -7079068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -7079068.500000 Penalty: 5421.152832
	Iteration 112Q: 3 clusters Score -7079068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -7079059.500000 Penalty: 5421.152832
	Iteration 113Q: 3 clusters Score -7079060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -7079066.000000 Penalty: 5421.152832
	Iteration 114Q: 3 clusters Score -7079066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -7079081.000000 Penalty: 5421.152832
	Iteration 115Q: 3 clusters Score -7079081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -7079065.500000 Penalty: 5421.152832
	Iteration 116Q: 3 clusters Score -7079066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -7079084.500000 Penalty: 5421.152832
	Iteration 117Q: 3 clusters Score -7079084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -7079088.000000 Penalty: 5421.152832
	Iteration 118Q: 3 clusters Score -7079088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -7079097.000000 Penalty: 5421.152832
	Iteration 119Q: 3 clusters Score -7079097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7079099.000000 Penalty: 5421.152832
	Iteration 120F: 3 clusters Score -7079099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -7079108.500000 Penalty: 5421.152832
	Iteration 121Q: 3 clusters Score -7079108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -7079100.500000 Penalty: 5421.152832
	Iteration 122Q: 3 clusters Score -7079100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -7079121.000000 Penalty: 5421.152832
	Iteration 123Q: 3 clusters Score -7079121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -7079114.000000 Penalty: 5421.152832
	Iteration 124Q: 3 clusters Score -7079114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -7079111.000000 Penalty: 5421.152832
	Iteration 125Q: 3 clusters Score -7079111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -7079115.000000 Penalty: 5421.152832
	Iteration 126Q: 3 clusters Score -7079115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7079121.000000 Penalty: 5421.152832
	Iteration 127Q: 3 clusters Score -7079121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7079124.500000 Penalty: 5421.152832
	Iteration 128Q: 3 clusters Score -7079124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -7079122.500000 Penalty: 5421.152832
	Iteration 129Q: 3 clusters Score -7079122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -7079119.000000 Penalty: 5421.152832
	Iteration 130Q: 3 clusters Score -7079119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -7079119.500000 Penalty: 5421.152832
	Iteration 131Q: 3 clusters Score -7079120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -7079124.000000 Penalty: 5421.152832
	Iteration 132Q: 3 clusters Score -7079124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -7079122.500000 Penalty: 5421.152832
	Iteration 133Q: 3 clusters Score -7079122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -7079124.500000 Penalty: 5421.152832
	Iteration 134Q: 3 clusters Score -7079124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -7079129.500000 Penalty: 5421.152832
	Iteration 135Q: 3 clusters Score -7079130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -7079127.500000 Penalty: 5421.152832
	Iteration 136Q: 3 clusters Score -7079128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -7079126.000000 Penalty: 5421.152832
	Iteration 137Q: 3 clusters Score -7079126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -7079129.000000 Penalty: 5421.152832
	Iteration 138Q: 3 clusters Score -7079129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7079133.500000 Penalty: 5421.152832
	Iteration 139Q: 3 clusters Score -7079134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7079134.000000 Penalty: 5421.152832
	Iteration 140F: 3 clusters Score -7079134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -7079129.000000 Penalty: 5421.152832
	Iteration 141Q: 3 clusters Score -7079129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -7079126.500000 Penalty: 5421.152832
	Iteration 142Q: 3 clusters Score -7079126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -7079125.500000 Penalty: 5421.152832
	Iteration 143Q: 3 clusters Score -7079126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -7079126.500000 Penalty: 5421.152832
	Iteration 144Q: 3 clusters Score -7079126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -7079126.500000 Penalty: 5421.152832
	Iteration 145F: 3 clusters Score -7079126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -164714.093750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -164714.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162564.281250 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -162564.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -163649.500000 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -163649.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -164250.375000 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -164250.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -164925.781250 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -164925.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -165635.828125 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -165635.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -166711.750000 Penalty: 3608.141846
	Iteration 5F: 3 clusters Score -166711.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -168010.453125 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -168010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -168043.578125 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -168043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -168043.578125 Penalty: 3608.141846
	Iteration 8F: 3 clusters Score -168043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 17475 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 40662 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
Score: -116051064.000000 Penalty: 61322.281250
Splitting cluster 2 changes total score from -116049232.000000 to -116051064.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (11239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Entering Unmasked Estep 
Score: -1460530.875000 Penalty: 2313.132080
	Iteration 0F: 2 clusters Score -1460531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1452033.875000 Penalty: 4626.264160
	Iteration 0F: 3 clusters Score -1452034 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1454587.125000 Penalty: 4626.264160
	Iteration 1F: 3 clusters Score -1454587 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1454898.625000 Penalty: 4626.264160
	Iteration 2F: 3 clusters Score -1454899 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1455138.625000 Penalty: 4626.264160
	Iteration 3Q: 3 clusters Score -1455139 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1455374.375000 Penalty: 4626.264160
	Iteration 4Q: 3 clusters Score -1455374 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1455611.750000 Penalty: 4626.264160
	Iteration 5Q: 3 clusters Score -1455612 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1455910.500000 Penalty: 4626.264160
	Iteration 6Q: 3 clusters Score -1455910 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1456253.125000 Penalty: 4626.264160
	Iteration 7Q: 3 clusters Score -1456253 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1456651.750000 Penalty: 4626.264160
	Iteration 8F: 3 clusters Score -1456652 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1457040.500000 Penalty: 4626.264160
	Iteration 9Q: 3 clusters Score -1457040 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1457460.750000 Penalty: 4626.264160
	Iteration 10Q: 3 clusters Score -1457461 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1457831.500000 Penalty: 4626.264160
	Iteration 11Q: 3 clusters Score -1457832 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1458109.625000 Penalty: 4626.264160
	Iteration 12Q: 3 clusters Score -1458110 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1458311.625000 Penalty: 4626.264160
	Iteration 13Q: 3 clusters Score -1458312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1458443.250000 Penalty: 4626.264160
	Iteration 14Q: 3 clusters Score -1458443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1458519.000000 Penalty: 4626.264160
	Iteration 15Q: 3 clusters Score -1458519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1458566.500000 Penalty: 4626.264160
	Iteration 16Q: 3 clusters Score -1458566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1458601.000000 Penalty: 4626.264160
	Iteration 17Q: 3 clusters Score -1458601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1458612.875000 Penalty: 4626.264160
	Iteration 18Q: 3 clusters Score -1458613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1458618.750000 Penalty: 4626.264160
	Iteration 19Q: 3 clusters Score -1458619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1458619.000000 Penalty: 4626.264160
	Iteration 20F: 3 clusters Score -1458619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1458620.125000 Penalty: 4626.264160
	Iteration 21Q: 3 clusters Score -1458620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1458622.000000 Penalty: 4626.264160
	Iteration 22Q: 3 clusters Score -1458622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1458625.125000 Penalty: 4626.264160
	Iteration 23Q: 3 clusters Score -1458625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1458625.125000 Penalty: 4626.264160
	Iteration 24F: 3 clusters Score -1458625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Entering Unmasked Estep 
Score: -2255985.500000 Penalty: 2422.594727
	Iteration 0F: 2 clusters Score -2255986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2243545.250000 Penalty: 4845.189453
	Iteration 0F: 3 clusters Score -2243545 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2247704.500000 Penalty: 4845.189453
	Iteration 1F: 3 clusters Score -2247704 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2248153.750000 Penalty: 4845.189453
	Iteration 2F: 3 clusters Score -2248154 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2248468.000000 Penalty: 4845.189453
	Iteration 3Q: 3 clusters Score -2248468 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2248716.250000 Penalty: 4845.189453
	Iteration 4Q: 3 clusters Score -2248716 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2248921.000000 Penalty: 4845.189453
	Iteration 5Q: 3 clusters Score -2248921 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2249080.750000 Penalty: 4845.189453
	Iteration 6Q: 3 clusters Score -2249081 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2249214.250000 Penalty: 4845.189453
	Iteration 7Q: 3 clusters Score -2249214 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2249379.000000 Penalty: 4845.189453
	Iteration 8Q: 3 clusters Score -2249379 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2249576.750000 Penalty: 4845.189453
	Iteration 9Q: 3 clusters Score -2249577 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2249838.250000 Penalty: 4845.189453
	Iteration 10Q: 3 clusters Score -2249838 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2250176.000000 Penalty: 4845.189453
	Iteration 11Q: 3 clusters Score -2250176 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2250578.750000 Penalty: 4845.189453
	Iteration 12Q: 3 clusters Score -2250579 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2251131.000000 Penalty: 4845.189453
	Iteration 13Q: 3 clusters Score -2251131 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2251809.250000 Penalty: 4845.189453
	Iteration 14F: 3 clusters Score -2251809 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2252475.750000 Penalty: 4845.189453
	Iteration 15Q: 3 clusters Score -2252476 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2253022.500000 Penalty: 4845.189453
	Iteration 16Q: 3 clusters Score -2253022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2253480.000000 Penalty: 4845.189453
	Iteration 17Q: 3 clusters Score -2253480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2253806.750000 Penalty: 4845.189453
	Iteration 18Q: 3 clusters Score -2253807 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2253989.250000 Penalty: 4845.189453
	Iteration 19Q: 3 clusters Score -2253989 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2254286.250000 Penalty: 4845.189453
	Iteration 20F: 3 clusters Score -2254286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2255042.250000 Penalty: 4845.189453
	Iteration 21Q: 3 clusters Score -2255042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2255529.250000 Penalty: 4845.189453
	Iteration 22Q: 3 clusters Score -2255529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2255746.500000 Penalty: 4845.189453
	Iteration 23Q: 3 clusters Score -2255746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2255860.000000 Penalty: 4845.189453
	Iteration 24Q: 3 clusters Score -2255860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2255906.500000 Penalty: 4845.189453
	Iteration 25Q: 3 clusters Score -2255906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2255935.750000 Penalty: 4845.189453
	Iteration 26Q: 3 clusters Score -2255936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2255951.500000 Penalty: 4845.189453
	Iteration 27Q: 3 clusters Score -2255952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2255967.000000 Penalty: 4845.189453
	Iteration 28Q: 3 clusters Score -2255967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2255974.000000 Penalty: 4845.189453
	Iteration 29Q: 3 clusters Score -2255974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2255975.250000 Penalty: 4845.189453
	Iteration 30Q: 3 clusters Score -2255975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2255980.000000 Penalty: 4845.189453
	Iteration 31Q: 3 clusters Score -2255980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2255980.000000 Penalty: 4845.189453
	Iteration 32Q: 3 clusters Score -2255980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2255980.750000 Penalty: 4845.189453
	Iteration 33Q: 3 clusters Score -2255981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2255979.250000 Penalty: 4845.189453
	Iteration 34Q: 3 clusters Score -2255979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2256040.250000 Penalty: 4845.189453
	Iteration 35F: 3 clusters Score -2256040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2256071.250000 Penalty: 4845.189453
	Iteration 36Q: 3 clusters Score -2256071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2256095.750000 Penalty: 4845.189453
	Iteration 37Q: 3 clusters Score -2256096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2256105.500000 Penalty: 4845.189453
	Iteration 38Q: 3 clusters Score -2256106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2256111.750000 Penalty: 4845.189453
	Iteration 39Q: 3 clusters Score -2256112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2256112.750000 Penalty: 4845.189453
	Iteration 40F: 3 clusters Score -2256113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2256115.250000 Penalty: 4845.189453
	Iteration 41Q: 3 clusters Score -2256115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2256121.750000 Penalty: 4845.189453
	Iteration 42Q: 3 clusters Score -2256122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2256126.500000 Penalty: 4845.189453
	Iteration 43Q: 3 clusters Score -2256126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2256125.000000 Penalty: 4845.189453
	Iteration 44Q: 3 clusters Score -2256125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2256126.000000 Penalty: 4845.189453
	Iteration 45Q: 3 clusters Score -2256126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2256126.000000 Penalty: 4845.189453
	Iteration 46Q: 3 clusters Score -2256126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2256126.000000 Penalty: 4845.189453
	Iteration 47F: 3 clusters Score -2256126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 40662 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
Score: -116050184.000000 Penalty: 64729.074219
Splitting cluster 7 changes total score from -116049232.000000 to -116050184.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -136999.625000 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -136999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135052.468750 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -135052.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135723.796875 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -135723.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136235.656250 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -136235.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136663.312500 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -136663.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -137082.375000 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -137082.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -137339.750000 Penalty: 3499.007080
	Iteration 5F: 3 clusters Score -137339.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -137483.984375 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -137484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -137583.734375 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -137583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -137656.421875 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -137656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137678.515625 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -137678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137688.437500 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -137688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137691.265625 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -137691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137691.265625 Penalty: 3499.007080
	Iteration 12F: 3 clusters Score -137691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 40662 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
Score: -116049320.000000 Penalty: 68135.867188
Splitting cluster 8 changes total score from -116049232.000000 to -116049320.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (220164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220164 members 
Entering Unmasked Estep 
Score: -28200506.000000 Penalty: 3050.927734
	Iteration 0F: 2 clusters Score -2.820051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -28100468.000000 Penalty: 6101.855469
	Iteration 0F: 3 clusters Score -2.810047e+07 nChanged 106160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -28162212.000000 Penalty: 6101.855469
	Iteration 1F: 3 clusters Score -2.816221e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -28163194.000000 Penalty: 6101.855469
	Iteration 2Q: 3 clusters Score -2.816319e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116396 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -28164228.000000 Penalty: 6101.855469
	Iteration 3Q: 3 clusters Score -2.816423e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119224 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -28165412.000000 Penalty: 6101.855469
	Iteration 4Q: 3 clusters Score -2.816541e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -28167038.000000 Penalty: 6101.855469
	Iteration 5Q: 3 clusters Score -2.816704e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -28169864.000000 Penalty: 6101.855469
	Iteration 6Q: 3 clusters Score -2.816986e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137289 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -28174156.000000 Penalty: 6101.855469
	Iteration 7Q: 3 clusters Score -2.817416e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -28180582.000000 Penalty: 6101.855469
	Iteration 8F: 3 clusters Score -2.818058e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -28187946.000000 Penalty: 6101.855469
	Iteration 9F: 3 clusters Score -2.818795e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -28195110.000000 Penalty: 6101.855469
	Iteration 10F: 3 clusters Score -2.819511e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -28200508.000000 Penalty: 6101.855469
	Iteration 11F: 3 clusters Score -2.820051e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -28202880.000000 Penalty: 6101.855469
	Iteration 12Q: 3 clusters Score -2.820288e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -28203392.000000 Penalty: 6101.855469
	Iteration 13Q: 3 clusters Score -2.820339e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -28203632.000000 Penalty: 6101.855469
	Iteration 14Q: 3 clusters Score -2.820363e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -28203672.000000 Penalty: 6101.855469
	Iteration 15Q: 3 clusters Score -2.820367e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -28203718.000000 Penalty: 6101.855469
	Iteration 16Q: 3 clusters Score -2.820372e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -28203798.000000 Penalty: 6101.855469
	Iteration 17Q: 3 clusters Score -2.82038e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -28203938.000000 Penalty: 6101.855469
	Iteration 18Q: 3 clusters Score -2.820394e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -28204218.000000 Penalty: 6101.855469
	Iteration 19Q: 3 clusters Score -2.820422e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -28204494.000000 Penalty: 6101.855469
	Iteration 20F: 3 clusters Score -2.820449e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -28204750.000000 Penalty: 6101.855469
	Iteration 21Q: 3 clusters Score -2.820475e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -28205314.000000 Penalty: 6101.855469
	Iteration 22Q: 3 clusters Score -2.820531e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -28205534.000000 Penalty: 6101.855469
	Iteration 23Q: 3 clusters Score -2.820553e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -28205940.000000 Penalty: 6101.855469
	Iteration 24Q: 3 clusters Score -2.820594e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -28206408.000000 Penalty: 6101.855469
	Iteration 25Q: 3 clusters Score -2.820641e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -28206726.000000 Penalty: 6101.855469
	Iteration 26Q: 3 clusters Score -2.820673e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -28207244.000000 Penalty: 6101.855469
	Iteration 27Q: 3 clusters Score -2.820724e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -28207624.000000 Penalty: 6101.855469
	Iteration 28Q: 3 clusters Score -2.820762e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -28207884.000000 Penalty: 6101.855469
	Iteration 29Q: 3 clusters Score -2.820788e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -28208294.000000 Penalty: 6101.855469
	Iteration 30Q: 3 clusters Score -2.820829e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -28208564.000000 Penalty: 6101.855469
	Iteration 31Q: 3 clusters Score -2.820856e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -28208786.000000 Penalty: 6101.855469
	Iteration 32Q: 3 clusters Score -2.820879e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136327 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -28209098.000000 Penalty: 6101.855469
	Iteration 33Q: 3 clusters Score -2.82091e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -28209262.000000 Penalty: 6101.855469
	Iteration 34Q: 3 clusters Score -2.820926e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -28209616.000000 Penalty: 6101.855469
	Iteration 35Q: 3 clusters Score -2.820962e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131212 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -28209872.000000 Penalty: 6101.855469
	Iteration 36Q: 3 clusters Score -2.820987e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -28210152.000000 Penalty: 6101.855469
	Iteration 37Q: 3 clusters Score -2.821015e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -28210310.000000 Penalty: 6101.855469
	Iteration 38Q: 3 clusters Score -2.821031e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -28210458.000000 Penalty: 6101.855469
	Iteration 39Q: 3 clusters Score -2.821046e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125269 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -28210820.000000 Penalty: 6101.855469
	Iteration 40F: 3 clusters Score -2.821082e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -28211202.000000 Penalty: 6101.855469
	Iteration 41Q: 3 clusters Score -2.82112e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -28211504.000000 Penalty: 6101.855469
	Iteration 42Q: 3 clusters Score -2.82115e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120144 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -28211764.000000 Penalty: 6101.855469
	Iteration 43Q: 3 clusters Score -2.821176e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -28212064.000000 Penalty: 6101.855469
	Iteration 44Q: 3 clusters Score -2.821206e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -28212416.000000 Penalty: 6101.855469
	Iteration 45Q: 3 clusters Score -2.821242e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -28212526.000000 Penalty: 6101.855469
	Iteration 46Q: 3 clusters Score -2.821253e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -28212894.000000 Penalty: 6101.855469
	Iteration 47Q: 3 clusters Score -2.821289e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -28213402.000000 Penalty: 6101.855469
	Iteration 48Q: 3 clusters Score -2.82134e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -28213844.000000 Penalty: 6101.855469
	Iteration 49Q: 3 clusters Score -2.821384e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -28214094.000000 Penalty: 6101.855469
	Iteration 50Q: 3 clusters Score -2.821409e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -28214326.000000 Penalty: 6101.855469
	Iteration 51Q: 3 clusters Score -2.821433e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -28214828.000000 Penalty: 6101.855469
	Iteration 52Q: 3 clusters Score -2.821483e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -28215052.000000 Penalty: 6101.855469
	Iteration 53Q: 3 clusters Score -2.821505e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -28215414.000000 Penalty: 6101.855469
	Iteration 54Q: 3 clusters Score -2.821541e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -28215894.000000 Penalty: 6101.855469
	Iteration 55Q: 3 clusters Score -2.821589e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -28216360.000000 Penalty: 6101.855469
	Iteration 56Q: 3 clusters Score -2.821636e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -28216720.000000 Penalty: 6101.855469
	Iteration 57Q: 3 clusters Score -2.821672e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 129575 members 
Entering Unmasked Estep 
Score: -28217046.000000 Penalty: 6101.855469
	Iteration 58Q: 3 clusters Score -2.821705e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 132094 members 
Entering Unmasked Estep 
Score: -28217258.000000 Penalty: 6101.855469
	Iteration 59Q: 3 clusters Score -2.821726e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -28217606.000000 Penalty: 6101.855469
	Iteration 60F: 3 clusters Score -2.821761e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -28218126.000000 Penalty: 6101.855469
	Iteration 61Q: 3 clusters Score -2.821813e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 141493 members 
Entering Unmasked Estep 
Score: -28218744.000000 Penalty: 6101.855469
	Iteration 62Q: 3 clusters Score -2.821874e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -28219668.000000 Penalty: 6101.855469
	Iteration 63Q: 3 clusters Score -2.821967e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 149924 members 
Entering Unmasked Estep 
Score: -28220554.000000 Penalty: 6101.855469
	Iteration 64Q: 3 clusters Score -2.822055e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -28221226.000000 Penalty: 6101.855469
	Iteration 65Q: 3 clusters Score -2.822123e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -28221386.000000 Penalty: 6101.855469
	Iteration 66Q: 3 clusters Score -2.822139e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -28221444.000000 Penalty: 6101.855469
	Iteration 67Q: 3 clusters Score -2.822144e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -28221314.000000 Penalty: 6101.855469
	Iteration 68Q: 3 clusters Score -2.822131e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -28220752.000000 Penalty: 6101.855469
	Iteration 69Q: 3 clusters Score -2.822075e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -28219876.000000 Penalty: 6101.855469
	Iteration 70Q: 3 clusters Score -2.821988e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 180731 members 
Entering Unmasked Estep 
Score: -28218240.000000 Penalty: 6101.855469
	Iteration 71Q: 3 clusters Score -2.821824e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 183708 members 
Entering Unmasked Estep 
Score: -28216906.000000 Penalty: 6101.855469
	Iteration 72Q: 3 clusters Score -2.821691e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 186295 members 
Entering Unmasked Estep 
Score: -28215276.000000 Penalty: 6101.855469
	Iteration 73Q: 3 clusters Score -2.821528e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 188615 members 
Entering Unmasked Estep 
Score: -28213998.000000 Penalty: 6101.855469
	Iteration 74Q: 3 clusters Score -2.8214e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 190634 members 
Entering Unmasked Estep 
Score: -28212884.000000 Penalty: 6101.855469
	Iteration 75Q: 3 clusters Score -2.821288e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -28211744.000000 Penalty: 6101.855469
	Iteration 76Q: 3 clusters Score -2.821174e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 193981 members 
Entering Unmasked Estep 
Score: -28210784.000000 Penalty: 6101.855469
	Iteration 77Q: 3 clusters Score -2.821078e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -28209886.000000 Penalty: 6101.855469
	Iteration 78Q: 3 clusters Score -2.820989e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 196716 members 
Entering Unmasked Estep 
Score: -28209264.000000 Penalty: 6101.855469
	Iteration 79Q: 3 clusters Score -2.820926e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 197956 members 
Entering Unmasked Estep 
Score: -28208578.000000 Penalty: 6101.855469
	Iteration 80F: 3 clusters Score -2.820858e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -28208052.000000 Penalty: 6101.855469
	Iteration 81Q: 3 clusters Score -2.820805e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 200167 members 
Entering Unmasked Estep 
Score: -28207488.000000 Penalty: 6101.855469
	Iteration 82Q: 3 clusters Score -2.820749e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 201169 members 
Entering Unmasked Estep 
Score: -28207098.000000 Penalty: 6101.855469
	Iteration 83Q: 3 clusters Score -2.82071e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 202141 members 
Entering Unmasked Estep 
Score: -28206710.000000 Penalty: 6101.855469
	Iteration 84Q: 3 clusters Score -2.820671e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 203061 members 
Entering Unmasked Estep 
Score: -28206306.000000 Penalty: 6101.855469
	Iteration 85Q: 3 clusters Score -2.820631e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -28205864.000000 Penalty: 6101.855469
	Iteration 86Q: 3 clusters Score -2.820586e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 204784 members 
Entering Unmasked Estep 
Score: -28205360.000000 Penalty: 6101.855469
	Iteration 87Q: 3 clusters Score -2.820536e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -28204988.000000 Penalty: 6101.855469
	Iteration 88Q: 3 clusters Score -2.820499e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 206243 members 
Entering Unmasked Estep 
Score: -28204614.000000 Penalty: 6101.855469
	Iteration 89Q: 3 clusters Score -2.820461e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 206879 members 
Entering Unmasked Estep 
Score: -28204172.000000 Penalty: 6101.855469
	Iteration 90Q: 3 clusters Score -2.820417e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 207454 members 
Entering Unmasked Estep 
Score: -28203924.000000 Penalty: 6101.855469
	Iteration 91Q: 3 clusters Score -2.820392e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 208023 members 
Entering Unmasked Estep 
Score: -28203472.000000 Penalty: 6101.855469
	Iteration 92Q: 3 clusters Score -2.820347e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 208560 members 
Entering Unmasked Estep 
Score: -28203174.000000 Penalty: 6101.855469
	Iteration 93Q: 3 clusters Score -2.820317e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 209090 members 
Entering Unmasked Estep 
Score: -28202894.000000 Penalty: 6101.855469
	Iteration 94Q: 3 clusters Score -2.820289e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 209592 members 
Entering Unmasked Estep 
Score: -28202508.000000 Penalty: 6101.855469
	Iteration 95Q: 3 clusters Score -2.820251e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 210047 members 
Entering Unmasked Estep 
Score: -28202326.000000 Penalty: 6101.855469
	Iteration 96Q: 3 clusters Score -2.820233e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 210477 members 
Entering Unmasked Estep 
Score: -28202074.000000 Penalty: 6101.855469
	Iteration 97Q: 3 clusters Score -2.820207e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 210853 members 
Entering Unmasked Estep 
Score: -28201954.000000 Penalty: 6101.855469
	Iteration 98Q: 3 clusters Score -2.820195e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 211208 members 
Entering Unmasked Estep 
Score: -28201784.000000 Penalty: 6101.855469
	Iteration 99Q: 3 clusters Score -2.820178e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 211549 members 
Entering Unmasked Estep 
Score: -28201680.000000 Penalty: 6101.855469
	Iteration 100F: 3 clusters Score -2.820168e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 211877 members 
Entering Unmasked Estep 
Score: -28201496.000000 Penalty: 6101.855469
	Iteration 101Q: 3 clusters Score -2.82015e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 212192 members 
Entering Unmasked Estep 
Score: -28201426.000000 Penalty: 6101.855469
	Iteration 102Q: 3 clusters Score -2.820143e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 212481 members 
Entering Unmasked Estep 
Score: -28201340.000000 Penalty: 6101.855469
	Iteration 103Q: 3 clusters Score -2.820134e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 212736 members 
Entering Unmasked Estep 
Score: -28201298.000000 Penalty: 6101.855469
	Iteration 104Q: 3 clusters Score -2.82013e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 213001 members 
Entering Unmasked Estep 
Score: -28201146.000000 Penalty: 6101.855469
	Iteration 105Q: 3 clusters Score -2.820115e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 213239 members 
Entering Unmasked Estep 
Score: -28201042.000000 Penalty: 6101.855469
	Iteration 106Q: 3 clusters Score -2.820104e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 213469 members 
Entering Unmasked Estep 
Score: -28200942.000000 Penalty: 6101.855469
	Iteration 107Q: 3 clusters Score -2.820094e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 213687 members 
Entering Unmasked Estep 
Score: -28200840.000000 Penalty: 6101.855469
	Iteration 108Q: 3 clusters Score -2.820084e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 213894 members 
Entering Unmasked Estep 
Score: -28200778.000000 Penalty: 6101.855469
	Iteration 109Q: 3 clusters Score -2.820078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 214093 members 
Entering Unmasked Estep 
Score: -28200754.000000 Penalty: 6101.855469
	Iteration 110Q: 3 clusters Score -2.820075e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 214300 members 
Entering Unmasked Estep 
Score: -28200656.000000 Penalty: 6101.855469
	Iteration 111Q: 3 clusters Score -2.820066e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 214491 members 
Entering Unmasked Estep 
Score: -28200600.000000 Penalty: 6101.855469
	Iteration 112Q: 3 clusters Score -2.82006e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 214670 members 
Entering Unmasked Estep 
Score: -28200502.000000 Penalty: 6101.855469
	Iteration 113Q: 3 clusters Score -2.82005e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 214830 members 
Entering Unmasked Estep 
Score: -28200394.000000 Penalty: 6101.855469
	Iteration 114Q: 3 clusters Score -2.820039e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 214984 members 
Entering Unmasked Estep 
Score: -28200310.000000 Penalty: 6101.855469
	Iteration 115Q: 3 clusters Score -2.820031e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 215123 members 
Entering Unmasked Estep 
Score: -28200278.000000 Penalty: 6101.855469
	Iteration 116Q: 3 clusters Score -2.820028e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 215252 members 
Entering Unmasked Estep 
Score: -28200238.000000 Penalty: 6101.855469
	Iteration 117Q: 3 clusters Score -2.820024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 215372 members 
Entering Unmasked Estep 
Score: -28200096.000000 Penalty: 6101.855469
	Iteration 118Q: 3 clusters Score -2.82001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 215474 members 
Entering Unmasked Estep 
Score: -28200070.000000 Penalty: 6101.855469
	Iteration 119Q: 3 clusters Score -2.820007e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -28200064.000000 Penalty: 6101.855469
	Iteration 120F: 3 clusters Score -2.820006e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 215638 members 
Entering Unmasked Estep 
Score: -28199998.000000 Penalty: 6101.855469
	Iteration 121Q: 3 clusters Score -2.82e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 215704 members 
Entering Unmasked Estep 
Score: -28199982.000000 Penalty: 6101.855469
	Iteration 122Q: 3 clusters Score -2.819998e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 215764 members 
Entering Unmasked Estep 
Score: -28199916.000000 Penalty: 6101.855469
	Iteration 123Q: 3 clusters Score -2.819992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 215832 members 
Entering Unmasked Estep 
Score: -28199862.000000 Penalty: 6101.855469
	Iteration 124Q: 3 clusters Score -2.819986e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 215882 members 
Entering Unmasked Estep 
Score: -28199858.000000 Penalty: 6101.855469
	Iteration 125Q: 3 clusters Score -2.819986e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 215924 members 
Entering Unmasked Estep 
Score: -28199870.000000 Penalty: 6101.855469
	Iteration 126Q: 3 clusters Score -2.819987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 215954 members 
Entering Unmasked Estep 
Score: -28199838.000000 Penalty: 6101.855469
	Iteration 127Q: 3 clusters Score -2.819984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 215987 members 
Entering Unmasked Estep 
Score: -28199828.000000 Penalty: 6101.855469
	Iteration 128Q: 3 clusters Score -2.819983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 216041 members 
Entering Unmasked Estep 
Score: -28199806.000000 Penalty: 6101.855469
	Iteration 129Q: 3 clusters Score -2.819981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 216102 members 
Entering Unmasked Estep 
Score: -28199784.000000 Penalty: 6101.855469
	Iteration 130Q: 3 clusters Score -2.819978e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 216163 members 
Entering Unmasked Estep 
Score: -28199762.000000 Penalty: 6101.855469
	Iteration 131Q: 3 clusters Score -2.819976e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 216218 members 
Entering Unmasked Estep 
Score: -28199726.000000 Penalty: 6101.855469
	Iteration 132Q: 3 clusters Score -2.819973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 216262 members 
Entering Unmasked Estep 
Score: -28199740.000000 Penalty: 6101.855469
	Iteration 133Q: 3 clusters Score -2.819974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 216311 members 
Entering Unmasked Estep 
Score: -28199716.000000 Penalty: 6101.855469
	Iteration 134Q: 3 clusters Score -2.819972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 216353 members 
Entering Unmasked Estep 
Score: -28199704.000000 Penalty: 6101.855469
	Iteration 135Q: 3 clusters Score -2.81997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 216390 members 
Entering Unmasked Estep 
Score: -28199676.000000 Penalty: 6101.855469
	Iteration 136Q: 3 clusters Score -2.819968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 216429 members 
Entering Unmasked Estep 
Score: -28199658.000000 Penalty: 6101.855469
	Iteration 137Q: 3 clusters Score -2.819966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 216465 members 
Entering Unmasked Estep 
Score: -28199656.000000 Penalty: 6101.855469
	Iteration 138Q: 3 clusters Score -2.819966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 216498 members 
Entering Unmasked Estep 
Score: -28199644.000000 Penalty: 6101.855469
	Iteration 139Q: 3 clusters Score -2.819964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 216528 members 
Entering Unmasked Estep 
Score: -28199630.000000 Penalty: 6101.855469
	Iteration 140F: 3 clusters Score -2.819963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 216563 members 
Entering Unmasked Estep 
Score: -28199638.000000 Penalty: 6101.855469
	Iteration 141Q: 3 clusters Score -2.819964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -28199614.000000 Penalty: 6101.855469
	Iteration 142Q: 3 clusters Score -2.819961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 216618 members 
Entering Unmasked Estep 
Score: -28199616.000000 Penalty: 6101.855469
	Iteration 143Q: 3 clusters Score -2.819962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -28199582.000000 Penalty: 6101.855469
	Iteration 144Q: 3 clusters Score -2.819958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -28199608.000000 Penalty: 6101.855469
	Iteration 145Q: 3 clusters Score -2.819961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 216698 members 
Entering Unmasked Estep 
Score: -28199552.000000 Penalty: 6101.855469
	Iteration 146Q: 3 clusters Score -2.819955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 216716 members 
Entering Unmasked Estep 
Score: -28199560.000000 Penalty: 6101.855469
	Iteration 147Q: 3 clusters Score -2.819956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 216733 members 
Entering Unmasked Estep 
Score: -28199574.000000 Penalty: 6101.855469
	Iteration 148Q: 3 clusters Score -2.819957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 216747 members 
Entering Unmasked Estep 
Score: -28199582.000000 Penalty: 6101.855469
	Iteration 149Q: 3 clusters Score -2.819958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 216758 members 
Entering Unmasked Estep 
Score: -28199560.000000 Penalty: 6101.855469
	Iteration 150Q: 3 clusters Score -2.819956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 216765 members 
Entering Unmasked Estep 
Score: -28199568.000000 Penalty: 6101.855469
	Iteration 151Q: 3 clusters Score -2.819957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 216774 members 
Entering Unmasked Estep 
Score: -28199554.000000 Penalty: 6101.855469
	Iteration 152Q: 3 clusters Score -2.819955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 216786 members 
Entering Unmasked Estep 
Score: -28199556.000000 Penalty: 6101.855469
	Iteration 153Q: 3 clusters Score -2.819956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 216795 members 
Entering Unmasked Estep 
Score: -28199540.000000 Penalty: 6101.855469
	Iteration 154Q: 3 clusters Score -2.819954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 216799 members 
Entering Unmasked Estep 
Score: -28199534.000000 Penalty: 6101.855469
	Iteration 155Q: 3 clusters Score -2.819953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 216809 members 
Entering Unmasked Estep 
Score: -28199522.000000 Penalty: 6101.855469
	Iteration 156Q: 3 clusters Score -2.819952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 216814 members 
Entering Unmasked Estep 
Score: -28199530.000000 Penalty: 6101.855469
	Iteration 157Q: 3 clusters Score -2.819953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 216818 members 
Entering Unmasked Estep 
Score: -28199536.000000 Penalty: 6101.855469
	Iteration 158Q: 3 clusters Score -2.819954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 216820 members 
Entering Unmasked Estep 
Score: -28199548.000000 Penalty: 6101.855469
	Iteration 159Q: 3 clusters Score -2.819955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 216822 members 
Entering Unmasked Estep 
Score: -28199544.000000 Penalty: 6101.855469
	Iteration 160F: 3 clusters Score -2.819954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 216823 members 
Entering Unmasked Estep 
Score: -28199542.000000 Penalty: 6101.855469
	Iteration 161Q: 3 clusters Score -2.819954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 216824 members 
Entering Unmasked Estep 
Score: -28199546.000000 Penalty: 6101.855469
	Iteration 162Q: 3 clusters Score -2.819955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 216826 members 
Entering Unmasked Estep 
Score: -28199548.000000 Penalty: 6101.855469
	Iteration 163Q: 3 clusters Score -2.819955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 216828 members 
Entering Unmasked Estep 
Score: -28199546.000000 Penalty: 6101.855469
	Iteration 164Q: 3 clusters Score -2.819955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 216831 members 
Entering Unmasked Estep 
Score: -28199542.000000 Penalty: 6101.855469
	Iteration 165Q: 3 clusters Score -2.819954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -28199534.000000 Penalty: 6101.855469
	Iteration 166Q: 3 clusters Score -2.819953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 216838 members 
Entering Unmasked Estep 
Score: -28199518.000000 Penalty: 6101.855469
	Iteration 167Q: 3 clusters Score -2.819952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 216840 members 
Entering Unmasked Estep 
Score: -28199520.000000 Penalty: 6101.855469
	Iteration 168Q: 3 clusters Score -2.819952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 216842 members 
Entering Unmasked Estep 
Score: -28199518.000000 Penalty: 6101.855469
	Iteration 169Q: 3 clusters Score -2.819952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 216844 members 
Entering Unmasked Estep 
Score: -28199526.000000 Penalty: 6101.855469
	Iteration 170Q: 3 clusters Score -2.819953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 216846 members 
Entering Unmasked Estep 
Score: -28199522.000000 Penalty: 6101.855469
	Iteration 171Q: 3 clusters Score -2.819952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 216847 members 
Entering Unmasked Estep 
Score: -28199526.000000 Penalty: 6101.855469
	Iteration 172Q: 3 clusters Score -2.819953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 216849 members 
Entering Unmasked Estep 
Score: -28199520.000000 Penalty: 6101.855469
	Iteration 173Q: 3 clusters Score -2.819952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 216848 members 
Entering Unmasked Estep 
Score: -28199530.000000 Penalty: 6101.855469
	Iteration 174Q: 3 clusters Score -2.819953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 216848 members 
Entering Unmasked Estep 
Score: -28199530.000000 Penalty: 6101.855469
	Iteration 175F: 3 clusters Score -2.819953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Entering Unmasked Estep 
Score: -3907016.250000 Penalty: 2568.838379
	Iteration 0F: 2 clusters Score -3907016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3885420.500000 Penalty: 5137.676758
	Iteration 0F: 3 clusters Score -3885420 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3893253.250000 Penalty: 5137.676758
	Iteration 1F: 3 clusters Score -3893253 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3893815.250000 Penalty: 5137.676758
	Iteration 2Q: 3 clusters Score -3893815 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3894340.250000 Penalty: 5137.676758
	Iteration 3Q: 3 clusters Score -3894340 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3894882.750000 Penalty: 5137.676758
	Iteration 4Q: 3 clusters Score -3894883 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3895559.000000 Penalty: 5137.676758
	Iteration 5Q: 3 clusters Score -3895559 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3896407.750000 Penalty: 5137.676758
	Iteration 6Q: 3 clusters Score -3896408 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3897510.500000 Penalty: 5137.676758
	Iteration 7F: 3 clusters Score -3897510 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3898880.750000 Penalty: 5137.676758
	Iteration 8F: 3 clusters Score -3898881 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3900368.000000 Penalty: 5137.676758
	Iteration 9F: 3 clusters Score -3900368 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3901819.500000 Penalty: 5137.676758
	Iteration 10F: 3 clusters Score -3901820 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3903004.250000 Penalty: 5137.676758
	Iteration 11Q: 3 clusters Score -3903004 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3903896.250000 Penalty: 5137.676758
	Iteration 12Q: 3 clusters Score -3903896 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3904364.000000 Penalty: 5137.676758
	Iteration 13Q: 3 clusters Score -3904364 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3904623.000000 Penalty: 5137.676758
	Iteration 14Q: 3 clusters Score -3904623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3904752.750000 Penalty: 5137.676758
	Iteration 15Q: 3 clusters Score -3904753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3904847.000000 Penalty: 5137.676758
	Iteration 16Q: 3 clusters Score -3904847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3904884.750000 Penalty: 5137.676758
	Iteration 17Q: 3 clusters Score -3904885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3904909.750000 Penalty: 5137.676758
	Iteration 18Q: 3 clusters Score -3904910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3904933.250000 Penalty: 5137.676758
	Iteration 19Q: 3 clusters Score -3904933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3904951.500000 Penalty: 5137.676758
	Iteration 20F: 3 clusters Score -3904952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3904957.000000 Penalty: 5137.676758
	Iteration 21Q: 3 clusters Score -3904957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3904965.750000 Penalty: 5137.676758
	Iteration 22Q: 3 clusters Score -3904966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3904967.500000 Penalty: 5137.676758
	Iteration 23Q: 3 clusters Score -3904968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3904970.000000 Penalty: 5137.676758
	Iteration 24Q: 3 clusters Score -3904970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3904977.750000 Penalty: 5137.676758
	Iteration 25Q: 3 clusters Score -3904978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3904979.750000 Penalty: 5137.676758
	Iteration 26Q: 3 clusters Score -3904980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3904988.250000 Penalty: 5137.676758
	Iteration 27Q: 3 clusters Score -3904988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3904988.750000 Penalty: 5137.676758
	Iteration 28Q: 3 clusters Score -3904989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3904992.750000 Penalty: 5137.676758
	Iteration 29Q: 3 clusters Score -3904993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3904996.750000 Penalty: 5137.676758
	Iteration 30Q: 3 clusters Score -3904997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3904999.250000 Penalty: 5137.676758
	Iteration 31Q: 3 clusters Score -3904999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3904999.250000 Penalty: 5137.676758
	Iteration 32F: 3 clusters Score -3904999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Entering Unmasked Estep 
Score: -2884314.500000 Penalty: 2482.905029
	Iteration 0F: 2 clusters Score -2884314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2868687.750000 Penalty: 4965.810059
	Iteration 0F: 3 clusters Score -2868688 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2874092.000000 Penalty: 4965.810059
	Iteration 1F: 3 clusters Score -2874092 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2874472.250000 Penalty: 4965.810059
	Iteration 2F: 3 clusters Score -2874472 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2874815.750000 Penalty: 4965.810059
	Iteration 3Q: 3 clusters Score -2874816 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2875172.500000 Penalty: 4965.810059
	Iteration 4Q: 3 clusters Score -2875172 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2875547.500000 Penalty: 4965.810059
	Iteration 5Q: 3 clusters Score -2875548 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2876000.500000 Penalty: 4965.810059
	Iteration 6Q: 3 clusters Score -2876000 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2876518.750000 Penalty: 4965.810059
	Iteration 7Q: 3 clusters Score -2876519 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2877121.750000 Penalty: 4965.810059
	Iteration 8Q: 3 clusters Score -2877122 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2877746.000000 Penalty: 4965.810059
	Iteration 9Q: 3 clusters Score -2877746 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2878394.500000 Penalty: 4965.810059
	Iteration 10Q: 3 clusters Score -2878394 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2879004.750000 Penalty: 4965.810059
	Iteration 11Q: 3 clusters Score -2879005 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2879509.250000 Penalty: 4965.810059
	Iteration 12Q: 3 clusters Score -2879509 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2879974.250000 Penalty: 4965.810059
	Iteration 13Q: 3 clusters Score -2879974 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2880311.250000 Penalty: 4965.810059
	Iteration 14Q: 3 clusters Score -2880311 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2880575.750000 Penalty: 4965.810059
	Iteration 15Q: 3 clusters Score -2880576 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2880798.500000 Penalty: 4965.810059
	Iteration 16Q: 3 clusters Score -2880798 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2880974.250000 Penalty: 4965.810059
	Iteration 17Q: 3 clusters Score -2880974 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2881135.000000 Penalty: 4965.810059
	Iteration 18Q: 3 clusters Score -2881135 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2881260.500000 Penalty: 4965.810059
	Iteration 19Q: 3 clusters Score -2881260 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2881404.500000 Penalty: 4965.810059
	Iteration 20F: 3 clusters Score -2881404 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2881522.000000 Penalty: 4965.810059
	Iteration 21Q: 3 clusters Score -2881522 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2881593.250000 Penalty: 4965.810059
	Iteration 22Q: 3 clusters Score -2881593 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2881654.000000 Penalty: 4965.810059
	Iteration 23Q: 3 clusters Score -2881654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2881719.500000 Penalty: 4965.810059
	Iteration 24Q: 3 clusters Score -2881720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2881769.500000 Penalty: 4965.810059
	Iteration 25Q: 3 clusters Score -2881770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2881837.500000 Penalty: 4965.810059
	Iteration 26Q: 3 clusters Score -2881838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2881876.500000 Penalty: 4965.810059
	Iteration 27Q: 3 clusters Score -2881876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2881902.750000 Penalty: 4965.810059
	Iteration 28Q: 3 clusters Score -2881903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2881931.750000 Penalty: 4965.810059
	Iteration 29Q: 3 clusters Score -2881932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2881951.250000 Penalty: 4965.810059
	Iteration 30Q: 3 clusters Score -2881951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2881967.750000 Penalty: 4965.810059
	Iteration 31Q: 3 clusters Score -2881968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2881993.500000 Penalty: 4965.810059
	Iteration 32Q: 3 clusters Score -2881994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2882003.250000 Penalty: 4965.810059
	Iteration 33Q: 3 clusters Score -2882003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2882006.250000 Penalty: 4965.810059
	Iteration 34Q: 3 clusters Score -2882006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2882025.250000 Penalty: 4965.810059
	Iteration 35Q: 3 clusters Score -2882025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2882047.750000 Penalty: 4965.810059
	Iteration 36Q: 3 clusters Score -2882048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2882056.000000 Penalty: 4965.810059
	Iteration 37Q: 3 clusters Score -2882056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2882062.750000 Penalty: 4965.810059
	Iteration 38Q: 3 clusters Score -2882063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2882072.750000 Penalty: 4965.810059
	Iteration 39Q: 3 clusters Score -2882073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2882084.500000 Penalty: 4965.810059
	Iteration 40F: 3 clusters Score -2882084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2882088.250000 Penalty: 4965.810059
	Iteration 41Q: 3 clusters Score -2882088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2882095.250000 Penalty: 4965.810059
	Iteration 42Q: 3 clusters Score -2882095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2882102.000000 Penalty: 4965.810059
	Iteration 43Q: 3 clusters Score -2882102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2882101.750000 Penalty: 4965.810059
	Iteration 44Q: 3 clusters Score -2882102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2882106.000000 Penalty: 4965.810059
	Iteration 45Q: 3 clusters Score -2882106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2882107.250000 Penalty: 4965.810059
	Iteration 46Q: 3 clusters Score -2882107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2882103.750000 Penalty: 4965.810059
	Iteration 47Q: 3 clusters Score -2882104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2882106.750000 Penalty: 4965.810059
	Iteration 48Q: 3 clusters Score -2882107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2882107.750000 Penalty: 4965.810059
	Iteration 49Q: 3 clusters Score -2882108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2882106.000000 Penalty: 4965.810059
	Iteration 50Q: 3 clusters Score -2882106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2882108.500000 Penalty: 4965.810059
	Iteration 51Q: 3 clusters Score -2882108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2882115.500000 Penalty: 4965.810059
	Iteration 52Q: 3 clusters Score -2882116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2882116.500000 Penalty: 4965.810059
	Iteration 53Q: 3 clusters Score -2882116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2882123.000000 Penalty: 4965.810059
	Iteration 54Q: 3 clusters Score -2882123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2882125.000000 Penalty: 4965.810059
	Iteration 55Q: 3 clusters Score -2882125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2882134.500000 Penalty: 4965.810059
	Iteration 56Q: 3 clusters Score -2882134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2882140.250000 Penalty: 4965.810059
	Iteration 57Q: 3 clusters Score -2882140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2882141.000000 Penalty: 4965.810059
	Iteration 58Q: 3 clusters Score -2882141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2882145.000000 Penalty: 4965.810059
	Iteration 59Q: 3 clusters Score -2882145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2882146.500000 Penalty: 4965.810059
	Iteration 60F: 3 clusters Score -2882146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2882149.750000 Penalty: 4965.810059
	Iteration 61Q: 3 clusters Score -2882150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2882143.750000 Penalty: 4965.810059
	Iteration 62Q: 3 clusters Score -2882144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2882148.250000 Penalty: 4965.810059
	Iteration 63Q: 3 clusters Score -2882148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2882153.000000 Penalty: 4965.810059
	Iteration 64Q: 3 clusters Score -2882153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2882152.000000 Penalty: 4965.810059
	Iteration 65Q: 3 clusters Score -2882152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2882156.750000 Penalty: 4965.810059
	Iteration 66Q: 3 clusters Score -2882157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2882156.750000 Penalty: 4965.810059
	Iteration 67F: 3 clusters Score -2882157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1723073.375000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1723073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1712600.875000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1712601 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1716156.250000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1716156 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1716623.625000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1716624 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1717077.875000 Penalty: 4745.180176
	Iteration 3F: 3 clusters Score -1717078 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1717498.250000 Penalty: 4745.180176
	Iteration 4F: 3 clusters Score -1717498 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1717870.250000 Penalty: 4745.180176
	Iteration 5F: 3 clusters Score -1717870 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1718302.875000 Penalty: 4745.180176
	Iteration 6Q: 3 clusters Score -1718303 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1718855.000000 Penalty: 4745.180176
	Iteration 7F: 3 clusters Score -1718855 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1719478.375000 Penalty: 4745.180176
	Iteration 8F: 3 clusters Score -1719478 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1720059.250000 Penalty: 4745.180176
	Iteration 9F: 3 clusters Score -1720059 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1720592.500000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1720592 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1721036.750000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1721037 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1721401.750000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1721402 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1721689.500000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1721690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1721916.000000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1721916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1722092.000000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1722092 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1722229.500000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1722230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1722328.250000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1722328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1722387.875000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1722388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1722422.750000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1722423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1722455.125000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1722455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1722473.000000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1722473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1722477.500000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1722478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1722484.000000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1722484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1722487.500000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1722488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1722488.375000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -1722488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1722488.125000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -1722488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1722489.125000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -1722489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1722492.375000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -1722492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1722495.250000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -1722495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1722498.750000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -1722499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1722500.375000 Penalty: 4745.180176
	Iteration 31Q: 3 clusters Score -1722500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1722500.375000 Penalty: 4745.180176
	Iteration 32F: 3 clusters Score -1722500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -163664.734375 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -163664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161513.203125 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -161513.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161848.906250 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -161848.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161944.765625 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -161944.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162003.421875 Penalty: 3579.123535
	Iteration 3Q: 3 clusters Score -162003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162025.515625 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -162025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -162039.593750 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -162039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162053.859375 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -162053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -162062.953125 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -162063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162068.703125 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -162068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162072.859375 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -162072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162076.000000 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -162076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162079.406250 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -162079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162081.859375 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -162081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162084.312500 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -162084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162085.546875 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -162085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162087.406250 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -162087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162087.406250 Penalty: 3579.123535
	Iteration 16F: 3 clusters Score -162087.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Entering Unmasked Estep 
Score: -5243282.500000 Penalty: 2632.036377
	Iteration 0F: 2 clusters Score -5243282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5215866.500000 Penalty: 5264.072754
	Iteration 0F: 3 clusters Score -5215866 nChanged 18670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5226174.000000 Penalty: 5264.072754
	Iteration 1F: 3 clusters Score -5226174 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5226869.000000 Penalty: 5264.072754
	Iteration 2Q: 3 clusters Score -5226869 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5227667.000000 Penalty: 5264.072754
	Iteration 3Q: 3 clusters Score -5227667 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5228583.000000 Penalty: 5264.072754
	Iteration 4Q: 3 clusters Score -5228583 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5229830.500000 Penalty: 5264.072754
	Iteration 5F: 3 clusters Score -5229830 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -5231670.000000 Penalty: 5264.072754
	Iteration 6F: 3 clusters Score -5231670 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5234138.500000 Penalty: 5264.072754
	Iteration 7F: 3 clusters Score -5234138 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5237037.000000 Penalty: 5264.072754
	Iteration 8F: 3 clusters Score -5237037 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5239960.500000 Penalty: 5264.072754
	Iteration 9F: 3 clusters Score -5239960 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5242167.500000 Penalty: 5264.072754
	Iteration 10Q: 3 clusters Score -5242168 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5243425.500000 Penalty: 5264.072754
	Iteration 11Q: 3 clusters Score -5243426 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5243969.500000 Penalty: 5264.072754
	Iteration 12Q: 3 clusters Score -5243970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5244148.000000 Penalty: 5264.072754
	Iteration 13Q: 3 clusters Score -5244148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5244190.500000 Penalty: 5264.072754
	Iteration 14Q: 3 clusters Score -5244190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5244201.000000 Penalty: 5264.072754
	Iteration 15Q: 3 clusters Score -5244201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5244209.500000 Penalty: 5264.072754
	Iteration 16Q: 3 clusters Score -5244210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5244218.000000 Penalty: 5264.072754
	Iteration 17Q: 3 clusters Score -5244218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5244216.000000 Penalty: 5264.072754
	Iteration 18Q: 3 clusters Score -5244216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5244219.000000 Penalty: 5264.072754
	Iteration 19Q: 3 clusters Score -5244219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5244232.000000 Penalty: 5264.072754
	Iteration 20F: 3 clusters Score -5244232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5244232.000000 Penalty: 5264.072754
	Iteration 21Q: 3 clusters Score -5244232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5244236.000000 Penalty: 5264.072754
	Iteration 22Q: 3 clusters Score -5244236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5244240.500000 Penalty: 5264.072754
	Iteration 23Q: 3 clusters Score -5244240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5244238.500000 Penalty: 5264.072754
	Iteration 24Q: 3 clusters Score -5244238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5244239.500000 Penalty: 5264.072754
	Iteration 25Q: 3 clusters Score -5244240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5244239.500000 Penalty: 5264.072754
	Iteration 26F: 3 clusters Score -5244240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 39690 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2174 members 
Mstep: Class 21 contains 972 members 
Entering Unmasked Estep 
Score: -116049488.000000 Penalty: 71542.664062
Splitting cluster 14 changes total score from -116049232.000000 to -116049488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (153859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Entering Unmasked Estep 
Score: -19650158.000000 Penalty: 2962.060547
	Iteration 0F: 2 clusters Score -1.965016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19549408.000000 Penalty: 5924.121094
	Iteration 0F: 3 clusters Score -1.954941e+07 nChanged 73531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -19592176.000000 Penalty: 5924.121094
	Iteration 1F: 3 clusters Score -1.959218e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -19593918.000000 Penalty: 5924.121094
	Iteration 2Q: 3 clusters Score -1.959392e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -19596618.000000 Penalty: 5924.121094
	Iteration 3Q: 3 clusters Score -1.959662e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -19601390.000000 Penalty: 5924.121094
	Iteration 4F: 3 clusters Score -1.960139e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -19609234.000000 Penalty: 5924.121094
	Iteration 5F: 3 clusters Score -1.960923e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -19619580.000000 Penalty: 5924.121094
	Iteration 6F: 3 clusters Score -1.961958e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -19629342.000000 Penalty: 5924.121094
	Iteration 7F: 3 clusters Score -1.962934e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -19636262.000000 Penalty: 5924.121094
	Iteration 8F: 3 clusters Score -1.963626e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -19640558.000000 Penalty: 5924.121094
	Iteration 9Q: 3 clusters Score -1.964056e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144101 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -19643110.000000 Penalty: 5924.121094
	Iteration 10Q: 3 clusters Score -1.964311e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146233 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -19644764.000000 Penalty: 5924.121094
	Iteration 11Q: 3 clusters Score -1.964476e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147693 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -19645796.000000 Penalty: 5924.121094
	Iteration 12Q: 3 clusters Score -1.96458e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -19646480.000000 Penalty: 5924.121094
	Iteration 13Q: 3 clusters Score -1.964648e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -19646966.000000 Penalty: 5924.121094
	Iteration 14Q: 3 clusters Score -1.964697e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -19647236.000000 Penalty: 5924.121094
	Iteration 15Q: 3 clusters Score -1.964724e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -19647474.000000 Penalty: 5924.121094
	Iteration 16Q: 3 clusters Score -1.964747e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -19647594.000000 Penalty: 5924.121094
	Iteration 17Q: 3 clusters Score -1.964759e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -19647726.000000 Penalty: 5924.121094
	Iteration 18Q: 3 clusters Score -1.964773e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150895 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -19647808.000000 Penalty: 5924.121094
	Iteration 19Q: 3 clusters Score -1.964781e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -19647878.000000 Penalty: 5924.121094
	Iteration 20F: 3 clusters Score -1.964788e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -19647902.000000 Penalty: 5924.121094
	Iteration 21Q: 3 clusters Score -1.96479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151174 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19647908.000000 Penalty: 5924.121094
	Iteration 22Q: 3 clusters Score -1.964791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19647922.000000 Penalty: 5924.121094
	Iteration 23Q: 3 clusters Score -1.964792e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19647954.000000 Penalty: 5924.121094
	Iteration 24Q: 3 clusters Score -1.964795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -19647970.000000 Penalty: 5924.121094
	Iteration 25Q: 3 clusters Score -1.964797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19647978.000000 Penalty: 5924.121094
	Iteration 26Q: 3 clusters Score -1.964798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19647982.000000 Penalty: 5924.121094
	Iteration 27Q: 3 clusters Score -1.964798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -19648004.000000 Penalty: 5924.121094
	Iteration 28Q: 3 clusters Score -1.9648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19647996.000000 Penalty: 5924.121094
	Iteration 29Q: 3 clusters Score -1.9648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19648016.000000 Penalty: 5924.121094
	Iteration 30Q: 3 clusters Score -1.964802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19648010.000000 Penalty: 5924.121094
	Iteration 31Q: 3 clusters Score -1.964801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -19648032.000000 Penalty: 5924.121094
	Iteration 32Q: 3 clusters Score -1.964803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -19648036.000000 Penalty: 5924.121094
	Iteration 33Q: 3 clusters Score -1.964804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -19648038.000000 Penalty: 5924.121094
	Iteration 34Q: 3 clusters Score -1.964804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19648056.000000 Penalty: 5924.121094
	Iteration 35Q: 3 clusters Score -1.964806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19648062.000000 Penalty: 5924.121094
	Iteration 36Q: 3 clusters Score -1.964806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19648078.000000 Penalty: 5924.121094
	Iteration 37Q: 3 clusters Score -1.964808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -19648076.000000 Penalty: 5924.121094
	Iteration 38Q: 3 clusters Score -1.964808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19648072.000000 Penalty: 5924.121094
	Iteration 39Q: 3 clusters Score -1.964807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19648060.000000 Penalty: 5924.121094
	Iteration 40F: 3 clusters Score -1.964806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -19648064.000000 Penalty: 5924.121094
	Iteration 41Q: 3 clusters Score -1.964806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151525 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19648068.000000 Penalty: 5924.121094
	Iteration 42Q: 3 clusters Score -1.964807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19648076.000000 Penalty: 5924.121094
	Iteration 43Q: 3 clusters Score -1.964808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19648070.000000 Penalty: 5924.121094
	Iteration 44Q: 3 clusters Score -1.964807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19648074.000000 Penalty: 5924.121094
	Iteration 45Q: 3 clusters Score -1.964807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19648066.000000 Penalty: 5924.121094
	Iteration 46Q: 3 clusters Score -1.964807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19648066.000000 Penalty: 5924.121094
	Iteration 47Q: 3 clusters Score -1.964807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -19648070.000000 Penalty: 5924.121094
	Iteration 48Q: 3 clusters Score -1.964807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -19648082.000000 Penalty: 5924.121094
	Iteration 49Q: 3 clusters Score -1.964808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -19648082.000000 Penalty: 5924.121094
	Iteration 50Q: 3 clusters Score -1.964808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151560 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19648074.000000 Penalty: 5924.121094
	Iteration 51Q: 3 clusters Score -1.964807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19648068.000000 Penalty: 5924.121094
	Iteration 52Q: 3 clusters Score -1.964807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -19648072.000000 Penalty: 5924.121094
	Iteration 53Q: 3 clusters Score -1.964807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19648078.000000 Penalty: 5924.121094
	Iteration 54Q: 3 clusters Score -1.964808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -19648084.000000 Penalty: 5924.121094
	Iteration 55Q: 3 clusters Score -1.964808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -19648076.000000 Penalty: 5924.121094
	Iteration 56Q: 3 clusters Score -1.964808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19648094.000000 Penalty: 5924.121094
	Iteration 57Q: 3 clusters Score -1.964809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19648086.000000 Penalty: 5924.121094
	Iteration 58Q: 3 clusters Score -1.964809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19648098.000000 Penalty: 5924.121094
	Iteration 59Q: 3 clusters Score -1.96481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -19648092.000000 Penalty: 5924.121094
	Iteration 60F: 3 clusters Score -1.964809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -19648102.000000 Penalty: 5924.121094
	Iteration 61Q: 3 clusters Score -1.96481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -19648104.000000 Penalty: 5924.121094
	Iteration 62Q: 3 clusters Score -1.96481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19648104.000000 Penalty: 5924.121094
	Iteration 63Q: 3 clusters Score -1.96481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19648110.000000 Penalty: 5924.121094
	Iteration 64Q: 3 clusters Score -1.964811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19648100.000000 Penalty: 5924.121094
	Iteration 65Q: 3 clusters Score -1.96481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19648098.000000 Penalty: 5924.121094
	Iteration 66Q: 3 clusters Score -1.96481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19648106.000000 Penalty: 5924.121094
	Iteration 67Q: 3 clusters Score -1.964811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19648114.000000 Penalty: 5924.121094
	Iteration 68Q: 3 clusters Score -1.964811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19648110.000000 Penalty: 5924.121094
	Iteration 69Q: 3 clusters Score -1.964811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19648116.000000 Penalty: 5924.121094
	Iteration 70Q: 3 clusters Score -1.964812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151611 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -19648116.000000 Penalty: 5924.121094
	Iteration 71Q: 3 clusters Score -1.964812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19648114.000000 Penalty: 5924.121094
	Iteration 72Q: 3 clusters Score -1.964811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19648114.000000 Penalty: 5924.121094
	Iteration 73F: 3 clusters Score -1.964811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Entering Unmasked Estep 
Score: -4865952.000000 Penalty: 2612.171387
	Iteration 0F: 2 clusters Score -4865952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4840462.000000 Penalty: 5224.342773
	Iteration 0F: 3 clusters Score -4840462 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4849834.000000 Penalty: 5224.342773
	Iteration 1F: 3 clusters Score -4849834 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4850447.500000 Penalty: 5224.342773
	Iteration 2Q: 3 clusters Score -4850448 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4851209.500000 Penalty: 5224.342773
	Iteration 3Q: 3 clusters Score -4851210 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4852248.000000 Penalty: 5224.342773
	Iteration 4F: 3 clusters Score -4852248 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4853881.000000 Penalty: 5224.342773
	Iteration 5F: 3 clusters Score -4853881 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4855965.000000 Penalty: 5224.342773
	Iteration 6F: 3 clusters Score -4855965 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4858339.000000 Penalty: 5224.342773
	Iteration 7F: 3 clusters Score -4858339 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4860396.000000 Penalty: 5224.342773
	Iteration 8F: 3 clusters Score -4860396 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4861858.500000 Penalty: 5224.342773
	Iteration 9Q: 3 clusters Score -4861858 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4862693.500000 Penalty: 5224.342773
	Iteration 10Q: 3 clusters Score -4862694 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4863138.500000 Penalty: 5224.342773
	Iteration 11Q: 3 clusters Score -4863138 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4863383.000000 Penalty: 5224.342773
	Iteration 12Q: 3 clusters Score -4863383 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4863494.500000 Penalty: 5224.342773
	Iteration 13Q: 3 clusters Score -4863494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4863567.500000 Penalty: 5224.342773
	Iteration 14Q: 3 clusters Score -4863568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4863627.500000 Penalty: 5224.342773
	Iteration 15Q: 3 clusters Score -4863628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4863647.000000 Penalty: 5224.342773
	Iteration 16Q: 3 clusters Score -4863647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4863683.000000 Penalty: 5224.342773
	Iteration 17Q: 3 clusters Score -4863683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4863690.000000 Penalty: 5224.342773
	Iteration 18Q: 3 clusters Score -4863690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4863704.000000 Penalty: 5224.342773
	Iteration 19Q: 3 clusters Score -4863704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4863710.000000 Penalty: 5224.342773
	Iteration 20F: 3 clusters Score -4863710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4863723.500000 Penalty: 5224.342773
	Iteration 21Q: 3 clusters Score -4863724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4863723.000000 Penalty: 5224.342773
	Iteration 22Q: 3 clusters Score -4863723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4863727.500000 Penalty: 5224.342773
	Iteration 23Q: 3 clusters Score -4863728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4863731.000000 Penalty: 5224.342773
	Iteration 24Q: 3 clusters Score -4863731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4863731.000000 Penalty: 5224.342773
	Iteration 25F: 3 clusters Score -4863731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -274714.750000 Penalty: 1908.660767
	Iteration 0F: 2 clusters Score -274714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -271963.812500 Penalty: 3817.321533
	Iteration 0F: 3 clusters Score -271963.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -272499.000000 Penalty: 3817.321533
	Iteration 1F: 3 clusters Score -272499 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -272637.250000 Penalty: 3817.321533
	Iteration 2F: 3 clusters Score -272637.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -272714.468750 Penalty: 3817.321533
	Iteration 3Q: 3 clusters Score -272714.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -272772.093750 Penalty: 3817.321533
	Iteration 4Q: 3 clusters Score -272772.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -272804.031250 Penalty: 3817.321533
	Iteration 5Q: 3 clusters Score -272804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272829.156250 Penalty: 3817.321533
	Iteration 6Q: 3 clusters Score -272829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -272847.031250 Penalty: 3817.321533
	Iteration 7Q: 3 clusters Score -272847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272863.437500 Penalty: 3817.321533
	Iteration 8Q: 3 clusters Score -272863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272875.437500 Penalty: 3817.321533
	Iteration 9Q: 3 clusters Score -272875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272885.718750 Penalty: 3817.321533
	Iteration 10Q: 3 clusters Score -272885.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272893.437500 Penalty: 3817.321533
	Iteration 11Q: 3 clusters Score -272893.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -272901.937500 Penalty: 3817.321533
	Iteration 12Q: 3 clusters Score -272901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -272906.906250 Penalty: 3817.321533
	Iteration 13Q: 3 clusters Score -272906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -272911.718750 Penalty: 3817.321533
	Iteration 14Q: 3 clusters Score -272911.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -272917.156250 Penalty: 3817.321533
	Iteration 15Q: 3 clusters Score -272917.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -272924.531250 Penalty: 3817.321533
	Iteration 16Q: 3 clusters Score -272924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -272929.343750 Penalty: 3817.321533
	Iteration 17Q: 3 clusters Score -272929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272934.625000 Penalty: 3817.321533
	Iteration 18Q: 3 clusters Score -272934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272935.718750 Penalty: 3817.321533
	Iteration 19Q: 3 clusters Score -272935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272935.718750 Penalty: 3817.321533
	Iteration 20F: 3 clusters Score -272935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Entering Unmasked Estep 
Score: -3491477.000000 Penalty: 2533.848145
	Iteration 0F: 2 clusters Score -3491477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3472446.500000 Penalty: 5067.696289
	Iteration 0F: 3 clusters Score -3472446 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3479114.250000 Penalty: 5067.696289
	Iteration 1F: 3 clusters Score -3479114 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3479536.250000 Penalty: 5067.696289
	Iteration 2Q: 3 clusters Score -3479536 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3479904.500000 Penalty: 5067.696289
	Iteration 3Q: 3 clusters Score -3479904 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3480241.750000 Penalty: 5067.696289
	Iteration 4Q: 3 clusters Score -3480242 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3480586.500000 Penalty: 5067.696289
	Iteration 5Q: 3 clusters Score -3480586 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3480942.000000 Penalty: 5067.696289
	Iteration 6Q: 3 clusters Score -3480942 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3481388.250000 Penalty: 5067.696289
	Iteration 7Q: 3 clusters Score -3481388 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3481919.250000 Penalty: 5067.696289
	Iteration 8Q: 3 clusters Score -3481919 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3482592.250000 Penalty: 5067.696289
	Iteration 9Q: 3 clusters Score -3482592 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3483432.750000 Penalty: 5067.696289
	Iteration 10Q: 3 clusters Score -3483433 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3484309.750000 Penalty: 5067.696289
	Iteration 11F: 3 clusters Score -3484310 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3485067.500000 Penalty: 5067.696289
	Iteration 12Q: 3 clusters Score -3485068 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3485581.750000 Penalty: 5067.696289
	Iteration 13Q: 3 clusters Score -3485582 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3485891.000000 Penalty: 5067.696289
	Iteration 14Q: 3 clusters Score -3485891 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3486091.500000 Penalty: 5067.696289
	Iteration 15Q: 3 clusters Score -3486092 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3486217.750000 Penalty: 5067.696289
	Iteration 16Q: 3 clusters Score -3486218 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3486327.000000 Penalty: 5067.696289
	Iteration 17Q: 3 clusters Score -3486327 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3486425.750000 Penalty: 5067.696289
	Iteration 18Q: 3 clusters Score -3486426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3486483.250000 Penalty: 5067.696289
	Iteration 19Q: 3 clusters Score -3486483 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3486538.750000 Penalty: 5067.696289
	Iteration 20F: 3 clusters Score -3486539 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3486573.500000 Penalty: 5067.696289
	Iteration 21Q: 3 clusters Score -3486574 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3486628.000000 Penalty: 5067.696289
	Iteration 22Q: 3 clusters Score -3486628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3486670.500000 Penalty: 5067.696289
	Iteration 23Q: 3 clusters Score -3486670 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3486696.750000 Penalty: 5067.696289
	Iteration 24Q: 3 clusters Score -3486697 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3486742.750000 Penalty: 5067.696289
	Iteration 25Q: 3 clusters Score -3486743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3486775.750000 Penalty: 5067.696289
	Iteration 26Q: 3 clusters Score -3486776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3486787.000000 Penalty: 5067.696289
	Iteration 27Q: 3 clusters Score -3486787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3486819.000000 Penalty: 5067.696289
	Iteration 28Q: 3 clusters Score -3486819 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3486830.500000 Penalty: 5067.696289
	Iteration 29Q: 3 clusters Score -3486830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3486864.750000 Penalty: 5067.696289
	Iteration 30Q: 3 clusters Score -3486865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3486874.000000 Penalty: 5067.696289
	Iteration 31Q: 3 clusters Score -3486874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3486891.250000 Penalty: 5067.696289
	Iteration 32Q: 3 clusters Score -3486891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3486892.750000 Penalty: 5067.696289
	Iteration 33Q: 3 clusters Score -3486893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3486906.500000 Penalty: 5067.696289
	Iteration 34Q: 3 clusters Score -3486906 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3486919.250000 Penalty: 5067.696289
	Iteration 35Q: 3 clusters Score -3486919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3486925.250000 Penalty: 5067.696289
	Iteration 36Q: 3 clusters Score -3486925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3486928.250000 Penalty: 5067.696289
	Iteration 37Q: 3 clusters Score -3486928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3486939.500000 Penalty: 5067.696289
	Iteration 38Q: 3 clusters Score -3486940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3486958.500000 Penalty: 5067.696289
	Iteration 39Q: 3 clusters Score -3486958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3486969.750000 Penalty: 5067.696289
	Iteration 40F: 3 clusters Score -3486970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3486997.250000 Penalty: 5067.696289
	Iteration 41Q: 3 clusters Score -3486997 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3487007.750000 Penalty: 5067.696289
	Iteration 42Q: 3 clusters Score -3487008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3487027.500000 Penalty: 5067.696289
	Iteration 43Q: 3 clusters Score -3487028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3487069.000000 Penalty: 5067.696289
	Iteration 44Q: 3 clusters Score -3487069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3487103.500000 Penalty: 5067.696289
	Iteration 45Q: 3 clusters Score -3487104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3487157.500000 Penalty: 5067.696289
	Iteration 46Q: 3 clusters Score -3487158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3487220.500000 Penalty: 5067.696289
	Iteration 47Q: 3 clusters Score -3487220 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3487284.750000 Penalty: 5067.696289
	Iteration 48Q: 3 clusters Score -3487285 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3487355.750000 Penalty: 5067.696289
	Iteration 49Q: 3 clusters Score -3487356 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3487416.000000 Penalty: 5067.696289
	Iteration 50Q: 3 clusters Score -3487416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3487501.750000 Penalty: 5067.696289
	Iteration 51Q: 3 clusters Score -3487502 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3487601.750000 Penalty: 5067.696289
	Iteration 52Q: 3 clusters Score -3487602 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3487704.250000 Penalty: 5067.696289
	Iteration 53Q: 3 clusters Score -3487704 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3487862.500000 Penalty: 5067.696289
	Iteration 54Q: 3 clusters Score -3487862 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3488059.750000 Penalty: 5067.696289
	Iteration 55Q: 3 clusters Score -3488060 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3488243.500000 Penalty: 5067.696289
	Iteration 56Q: 3 clusters Score -3488244 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3488506.000000 Penalty: 5067.696289
	Iteration 57Q: 3 clusters Score -3488506 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3488802.000000 Penalty: 5067.696289
	Iteration 58Q: 3 clusters Score -3488802 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3489102.500000 Penalty: 5067.696289
	Iteration 59Q: 3 clusters Score -3489102 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3489331.250000 Penalty: 5067.696289
	Iteration 60F: 3 clusters Score -3489331 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3489486.000000 Penalty: 5067.696289
	Iteration 61Q: 3 clusters Score -3489486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3489586.750000 Penalty: 5067.696289
	Iteration 62Q: 3 clusters Score -3489587 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3489640.250000 Penalty: 5067.696289
	Iteration 63Q: 3 clusters Score -3489640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3489688.250000 Penalty: 5067.696289
	Iteration 64Q: 3 clusters Score -3489688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3489722.000000 Penalty: 5067.696289
	Iteration 65Q: 3 clusters Score -3489722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3489750.250000 Penalty: 5067.696289
	Iteration 66Q: 3 clusters Score -3489750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3489760.750000 Penalty: 5067.696289
	Iteration 67Q: 3 clusters Score -3489761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3489764.000000 Penalty: 5067.696289
	Iteration 68Q: 3 clusters Score -3489764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3489776.750000 Penalty: 5067.696289
	Iteration 69Q: 3 clusters Score -3489777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3489778.500000 Penalty: 5067.696289
	Iteration 70Q: 3 clusters Score -3489778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3489782.500000 Penalty: 5067.696289
	Iteration 71Q: 3 clusters Score -3489782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3489783.750000 Penalty: 5067.696289
	Iteration 72Q: 3 clusters Score -3489784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3489784.500000 Penalty: 5067.696289
	Iteration 73Q: 3 clusters Score -3489784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3489792.500000 Penalty: 5067.696289
	Iteration 74Q: 3 clusters Score -3489792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3489794.000000 Penalty: 5067.696289
	Iteration 75Q: 3 clusters Score -3489794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3489789.500000 Penalty: 5067.696289
	Iteration 76Q: 3 clusters Score -3489790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3489789.750000 Penalty: 5067.696289
	Iteration 77Q: 3 clusters Score -3489790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3489795.250000 Penalty: 5067.696289
	Iteration 78Q: 3 clusters Score -3489795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3489795.250000 Penalty: 5067.696289
	Iteration 79Q: 3 clusters Score -3489795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3489793.500000 Penalty: 5067.696289
	Iteration 80F: 3 clusters Score -3489794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3489801.500000 Penalty: 5067.696289
	Iteration 81Q: 3 clusters Score -3489802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3489805.500000 Penalty: 5067.696289
	Iteration 82Q: 3 clusters Score -3489806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3489807.750000 Penalty: 5067.696289
	Iteration 83Q: 3 clusters Score -3489808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3489808.750000 Penalty: 5067.696289
	Iteration 84Q: 3 clusters Score -3489809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3489808.750000 Penalty: 5067.696289
	Iteration 85F: 3 clusters Score -3489809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (284008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284008 members 
Entering Unmasked Estep 
Score: -36170388.000000 Penalty: 3114.075928
	Iteration 0F: 2 clusters Score -3.617039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -36003700.000000 Penalty: 6228.151855
	Iteration 0F: 3 clusters Score -3.60037e+07 nChanged 137413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -36085836.000000 Penalty: 6228.151855
	Iteration 1F: 3 clusters Score -3.608584e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 153887 members 
Entering Unmasked Estep 
Score: -36087880.000000 Penalty: 6228.151855
	Iteration 2Q: 3 clusters Score -3.608788e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122881 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -36090872.000000 Penalty: 6228.151855
	Iteration 3Q: 3 clusters Score -3.609087e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111617 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -36095904.000000 Penalty: 6228.151855
	Iteration 4Q: 3 clusters Score -3.60959e+07 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 189086 members 
Entering Unmasked Estep 
Score: -36105168.000000 Penalty: 6228.151855
	Iteration 5F: 3 clusters Score -3.610517e+07 nChanged 22595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 211343 members 
Entering Unmasked Estep 
Score: -36118988.000000 Penalty: 6228.151855
	Iteration 6F: 3 clusters Score -3.611899e+07 nChanged 25004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 236211 members 
Entering Unmasked Estep 
Score: -36137092.000000 Penalty: 6228.151855
	Iteration 7F: 3 clusters Score -3.613709e+07 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 257059 members 
Entering Unmasked Estep 
Score: -36151720.000000 Penalty: 6228.151855
	Iteration 8F: 3 clusters Score -3.615172e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 269207 members 
Entering Unmasked Estep 
Score: -36159400.000000 Penalty: 6228.151855
	Iteration 9Q: 3 clusters Score -3.61594e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 274856 members 
Entering Unmasked Estep 
Score: -36163468.000000 Penalty: 6228.151855
	Iteration 10Q: 3 clusters Score -3.616347e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 277462 members 
Entering Unmasked Estep 
Score: -36165176.000000 Penalty: 6228.151855
	Iteration 11Q: 3 clusters Score -3.616518e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 278804 members 
Entering Unmasked Estep 
Score: -36166008.000000 Penalty: 6228.151855
	Iteration 12Q: 3 clusters Score -3.616601e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 279594 members 
Entering Unmasked Estep 
Score: -36166344.000000 Penalty: 6228.151855
	Iteration 13Q: 3 clusters Score -3.616634e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 280119 members 
Entering Unmasked Estep 
Score: -36166692.000000 Penalty: 6228.151855
	Iteration 14Q: 3 clusters Score -3.616669e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 280542 members 
Entering Unmasked Estep 
Score: -36166856.000000 Penalty: 6228.151855
	Iteration 15Q: 3 clusters Score -3.616686e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 280839 members 
Entering Unmasked Estep 
Score: -36167040.000000 Penalty: 6228.151855
	Iteration 16Q: 3 clusters Score -3.616704e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 281085 members 
Entering Unmasked Estep 
Score: -36167172.000000 Penalty: 6228.151855
	Iteration 17Q: 3 clusters Score -3.616717e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 281291 members 
Entering Unmasked Estep 
Score: -36167208.000000 Penalty: 6228.151855
	Iteration 18Q: 3 clusters Score -3.616721e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 281462 members 
Entering Unmasked Estep 
Score: -36167364.000000 Penalty: 6228.151855
	Iteration 19Q: 3 clusters Score -3.616736e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 281603 members 
Entering Unmasked Estep 
Score: -36167444.000000 Penalty: 6228.151855
	Iteration 20F: 3 clusters Score -3.616744e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 281714 members 
Entering Unmasked Estep 
Score: -36167476.000000 Penalty: 6228.151855
	Iteration 21Q: 3 clusters Score -3.616748e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 281807 members 
Entering Unmasked Estep 
Score: -36167508.000000 Penalty: 6228.151855
	Iteration 22Q: 3 clusters Score -3.616751e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 281870 members 
Entering Unmasked Estep 
Score: -36167548.000000 Penalty: 6228.151855
	Iteration 23Q: 3 clusters Score -3.616755e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 281926 members 
Entering Unmasked Estep 
Score: -36167572.000000 Penalty: 6228.151855
	Iteration 24Q: 3 clusters Score -3.616757e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 281969 members 
Entering Unmasked Estep 
Score: -36167660.000000 Penalty: 6228.151855
	Iteration 25Q: 3 clusters Score -3.616766e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 282020 members 
Entering Unmasked Estep 
Score: -36167748.000000 Penalty: 6228.151855
	Iteration 26Q: 3 clusters Score -3.616775e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 282056 members 
Entering Unmasked Estep 
Score: -36167744.000000 Penalty: 6228.151855
	Iteration 27Q: 3 clusters Score -3.616774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 282089 members 
Entering Unmasked Estep 
Score: -36167756.000000 Penalty: 6228.151855
	Iteration 28Q: 3 clusters Score -3.616776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 282106 members 
Entering Unmasked Estep 
Score: -36167764.000000 Penalty: 6228.151855
	Iteration 29Q: 3 clusters Score -3.616776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 282114 members 
Entering Unmasked Estep 
Score: -36167724.000000 Penalty: 6228.151855
	Iteration 30Q: 3 clusters Score -3.616772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 282120 members 
Entering Unmasked Estep 
Score: -36167728.000000 Penalty: 6228.151855
	Iteration 31Q: 3 clusters Score -3.616773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 282126 members 
Entering Unmasked Estep 
Score: -36167748.000000 Penalty: 6228.151855
	Iteration 32Q: 3 clusters Score -3.616775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 282129 members 
Entering Unmasked Estep 
Score: -36167752.000000 Penalty: 6228.151855
	Iteration 33Q: 3 clusters Score -3.616775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 282136 members 
Entering Unmasked Estep 
Score: -36167764.000000 Penalty: 6228.151855
	Iteration 34Q: 3 clusters Score -3.616776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 282143 members 
Entering Unmasked Estep 
Score: -36167776.000000 Penalty: 6228.151855
	Iteration 35Q: 3 clusters Score -3.616778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 282152 members 
Entering Unmasked Estep 
Score: -36167752.000000 Penalty: 6228.151855
	Iteration 36Q: 3 clusters Score -3.616775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 282162 members 
Entering Unmasked Estep 
Score: -36167768.000000 Penalty: 6228.151855
	Iteration 37Q: 3 clusters Score -3.616777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 282173 members 
Entering Unmasked Estep 
Score: -36167780.000000 Penalty: 6228.151855
	Iteration 38Q: 3 clusters Score -3.616778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 282184 members 
Entering Unmasked Estep 
Score: -36167792.000000 Penalty: 6228.151855
	Iteration 39Q: 3 clusters Score -3.616779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 282198 members 
Entering Unmasked Estep 
Score: -36167768.000000 Penalty: 6228.151855
	Iteration 40F: 3 clusters Score -3.616777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 282217 members 
Entering Unmasked Estep 
Score: -36167804.000000 Penalty: 6228.151855
	Iteration 41Q: 3 clusters Score -3.61678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 282228 members 
Entering Unmasked Estep 
Score: -36167828.000000 Penalty: 6228.151855
	Iteration 42Q: 3 clusters Score -3.616783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 282237 members 
Entering Unmasked Estep 
Score: -36167800.000000 Penalty: 6228.151855
	Iteration 43Q: 3 clusters Score -3.61678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 282247 members 
Entering Unmasked Estep 
Score: -36167816.000000 Penalty: 6228.151855
	Iteration 44Q: 3 clusters Score -3.616782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 282262 members 
Entering Unmasked Estep 
Score: -36167848.000000 Penalty: 6228.151855
	Iteration 45Q: 3 clusters Score -3.616785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 282267 members 
Entering Unmasked Estep 
Score: -36167864.000000 Penalty: 6228.151855
	Iteration 46Q: 3 clusters Score -3.616786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 282273 members 
Entering Unmasked Estep 
Score: -36167864.000000 Penalty: 6228.151855
	Iteration 47Q: 3 clusters Score -3.616786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 282277 members 
Entering Unmasked Estep 
Score: -36167884.000000 Penalty: 6228.151855
	Iteration 48Q: 3 clusters Score -3.616788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 282287 members 
Entering Unmasked Estep 
Score: -36167876.000000 Penalty: 6228.151855
	Iteration 49Q: 3 clusters Score -3.616788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 282298 members 
Entering Unmasked Estep 
Score: -36167876.000000 Penalty: 6228.151855
	Iteration 50Q: 3 clusters Score -3.616788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 282314 members 
Entering Unmasked Estep 
Score: -36167844.000000 Penalty: 6228.151855
	Iteration 51Q: 3 clusters Score -3.616784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 282320 members 
Entering Unmasked Estep 
Score: -36167844.000000 Penalty: 6228.151855
	Iteration 52Q: 3 clusters Score -3.616784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 282327 members 
Entering Unmasked Estep 
Score: -36167864.000000 Penalty: 6228.151855
	Iteration 53Q: 3 clusters Score -3.616786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 282333 members 
Entering Unmasked Estep 
Score: -36167828.000000 Penalty: 6228.151855
	Iteration 54Q: 3 clusters Score -3.616783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 282339 members 
Entering Unmasked Estep 
Score: -36167832.000000 Penalty: 6228.151855
	Iteration 55Q: 3 clusters Score -3.616783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 282344 members 
Entering Unmasked Estep 
Score: -36167848.000000 Penalty: 6228.151855
	Iteration 56Q: 3 clusters Score -3.616785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 282354 members 
Entering Unmasked Estep 
Score: -36167836.000000 Penalty: 6228.151855
	Iteration 57Q: 3 clusters Score -3.616784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 282363 members 
Entering Unmasked Estep 
Score: -36167844.000000 Penalty: 6228.151855
	Iteration 58Q: 3 clusters Score -3.616784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 282370 members 
Entering Unmasked Estep 
Score: -36167844.000000 Penalty: 6228.151855
	Iteration 59Q: 3 clusters Score -3.616784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 282372 members 
Entering Unmasked Estep 
Score: -36167844.000000 Penalty: 6228.151855
	Iteration 60F: 3 clusters Score -3.616784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 282373 members 
Entering Unmasked Estep 
Score: -36167828.000000 Penalty: 6228.151855
	Iteration 61Q: 3 clusters Score -3.616783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 282377 members 
Entering Unmasked Estep 
Score: -36167848.000000 Penalty: 6228.151855
	Iteration 62Q: 3 clusters Score -3.616785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 282377 members 
Entering Unmasked Estep 
Score: -36167848.000000 Penalty: 6228.151855
	Iteration 63F: 3 clusters Score -3.616785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -252126.515625 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -252126.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -249620.890625 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -249620.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250366.921875 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -250366.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250714.828125 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -250714.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -251204.828125 Penalty: 3811.424805
	Iteration 3F: 3 clusters Score -251204.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -251838.015625 Penalty: 3811.424805
	Iteration 4F: 3 clusters Score -251838 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -252710.593750 Penalty: 3811.424805
	Iteration 5F: 3 clusters Score -252710.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -253323.156250 Penalty: 3811.424805
	Iteration 6F: 3 clusters Score -253323.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -253503.468750 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -253503.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -253582.734375 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -253582.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -253609.921875 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -253609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -253624.343750 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -253624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -253639.609375 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -253639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -253641.406250 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -253641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -253645.984375 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -253646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -253650.921875 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -253650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -253653.890625 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -253653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -253655.781250 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -253655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -253655.781250 Penalty: 3811.424805
	Iteration 17F: 3 clusters Score -253655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 39690 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 146 members 
Entering Unmasked Estep 
Score: -116049504.000000 Penalty: 74949.453125
Splitting cluster 20 changes total score from -116049232.000000 to -116049504.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 220164 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 22286 members 
Mstep: Class 12 contains 14284 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 39690 members 
Mstep: Class 15 contains 153859 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27368 members 
Mstep: Class 19 contains 284008 members 
Mstep: Class 20 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050856.000000 Penalty: 74949.453125
Iteration 39Q: 23 clusters Score -1.160509e+08 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 17045 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 220349 members 
Mstep: Class 10 contains 31652 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 40583 members 
Mstep: Class 15 contains 155444 members 
Mstep: Class 16 contains 37518 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 26694 members 
Mstep: Class 19 contains 282769 members 
Mstep: Class 20 contains 2174 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062984.000000 Penalty: 74949.453125
Iteration 40F: 23 clusters Score -1.16063e+08 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 17350 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 227083 members 
Mstep: Class 10 contains 31782 members 
Mstep: Class 11 contains 22235 members 
Mstep: Class 12 contains 14244 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 41246 members 
Mstep: Class 15 contains 156894 members 
Mstep: Class 16 contains 37452 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 19654 members 
Mstep: Class 19 contains 282027 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061888.000000 Penalty: 74949.453125
Iteration 41Q: 23 clusters Score -1.160619e+08 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 229162 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 22212 members 
Mstep: Class 12 contains 14127 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 41880 members 
Mstep: Class 15 contains 158366 members 
Mstep: Class 16 contains 37405 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 281596 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061736.000000 Penalty: 74949.453125
Iteration 42Q: 23 clusters Score -1.160617e+08 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 230347 members 
Mstep: Class 10 contains 31985 members 
Mstep: Class 11 contains 22160 members 
Mstep: Class 12 contains 14016 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 42409 members 
Mstep: Class 15 contains 159812 members 
Mstep: Class 16 contains 37379 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 15808 members 
Mstep: Class 19 contains 281094 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061928.000000 Penalty: 74949.453125
Iteration 43Q: 23 clusters Score -1.160619e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 18019 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 231134 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 22113 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 42954 members 
Mstep: Class 15 contains 161056 members 
Mstep: Class 16 contains 37346 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 15030 members 
Mstep: Class 19 contains 280506 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061736.000000 Penalty: 74949.453125
Iteration 44Q: 23 clusters Score -1.160617e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11308 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 231685 members 
Mstep: Class 10 contains 32059 members 
Mstep: Class 11 contains 22062 members 
Mstep: Class 12 contains 13789 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 43496 members 
Mstep: Class 15 contains 162109 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 14555 members 
Mstep: Class 19 contains 279959 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061968.000000 Penalty: 74949.453125
Iteration 45Q: 23 clusters Score -1.16062e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 232070 members 
Mstep: Class 10 contains 32101 members 
Mstep: Class 11 contains 22004 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 43977 members 
Mstep: Class 15 contains 163066 members 
Mstep: Class 16 contains 37327 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 14181 members 
Mstep: Class 19 contains 279499 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061880.000000 Penalty: 74949.453125
Iteration 46Q: 23 clusters Score -1.160619e+08 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11351 members 
Mstep: Class 7 contains 18496 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 232405 members 
Mstep: Class 10 contains 32136 members 
Mstep: Class 11 contains 21965 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 44439 members 
Mstep: Class 15 contains 163961 members 
Mstep: Class 16 contains 37353 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 13881 members 
Mstep: Class 19 contains 278970 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062360.000000 Penalty: 74949.453125
Iteration 47Q: 23 clusters Score -1.160624e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 18621 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 232662 members 
Mstep: Class 10 contains 32177 members 
Mstep: Class 11 contains 21924 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 44896 members 
Mstep: Class 15 contains 164746 members 
Mstep: Class 16 contains 37372 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 278517 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062624.000000 Penalty: 74949.453125
Iteration 48Q: 23 clusters Score -1.160626e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 232826 members 
Mstep: Class 10 contains 32210 members 
Mstep: Class 11 contains 21890 members 
Mstep: Class 12 contains 13560 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 45319 members 
Mstep: Class 15 contains 165469 members 
Mstep: Class 16 contains 37394 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 13502 members 
Mstep: Class 19 contains 278144 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062912.000000 Penalty: 74949.453125
Iteration 49Q: 23 clusters Score -1.160629e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 18831 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 232968 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 45716 members 
Mstep: Class 15 contains 166087 members 
Mstep: Class 16 contains 37417 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 13355 members 
Mstep: Class 19 contains 277821 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063224.000000 Penalty: 74949.453125
Iteration 50Q: 23 clusters Score -1.160632e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 18947 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233097 members 
Mstep: Class 10 contains 32254 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 13441 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 46098 members 
Mstep: Class 15 contains 166628 members 
Mstep: Class 16 contains 37462 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 13222 members 
Mstep: Class 19 contains 277492 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1191 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063080.000000 Penalty: 74949.453125
Iteration 51Q: 23 clusters Score -1.160631e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11592 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233255 members 
Mstep: Class 10 contains 32290 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 13410 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 46467 members 
Mstep: Class 15 contains 167069 members 
Mstep: Class 16 contains 37510 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 13073 members 
Mstep: Class 19 contains 277186 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063040.000000 Penalty: 74949.453125
Iteration 52Q: 23 clusters Score -1.16063e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11621 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233419 members 
Mstep: Class 10 contains 32301 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 46781 members 
Mstep: Class 15 contains 167433 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12941 members 
Mstep: Class 19 contains 276958 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063224.000000 Penalty: 74949.453125
Iteration 53Q: 23 clusters Score -1.160632e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11641 members 
Mstep: Class 7 contains 19225 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233571 members 
Mstep: Class 10 contains 32341 members 
Mstep: Class 11 contains 21806 members 
Mstep: Class 12 contains 13349 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 47089 members 
Mstep: Class 15 contains 167718 members 
Mstep: Class 16 contains 37637 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 276782 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062824.000000 Penalty: 74949.453125
Iteration 54Q: 23 clusters Score -1.160628e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11670 members 
Mstep: Class 7 contains 19313 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233697 members 
Mstep: Class 10 contains 32369 members 
Mstep: Class 11 contains 21808 members 
Mstep: Class 12 contains 13313 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 47361 members 
Mstep: Class 15 contains 167954 members 
Mstep: Class 16 contains 37696 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12730 members 
Mstep: Class 19 contains 276669 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062880.000000 Penalty: 74949.453125
Iteration 55Q: 23 clusters Score -1.160629e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11691 members 
Mstep: Class 7 contains 19408 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233821 members 
Mstep: Class 10 contains 32393 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 13292 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 47616 members 
Mstep: Class 15 contains 168166 members 
Mstep: Class 16 contains 37761 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 276544 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062744.000000 Penalty: 74949.453125
Iteration 56Q: 23 clusters Score -1.160627e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 19491 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 233909 members 
Mstep: Class 10 contains 32414 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 13268 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 47876 members 
Mstep: Class 15 contains 168318 members 
Mstep: Class 16 contains 37844 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 276394 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062600.000000 Penalty: 74949.453125
Iteration 57Q: 23 clusters Score -1.160626e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11745 members 
Mstep: Class 7 contains 19548 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 234008 members 
Mstep: Class 10 contains 32440 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 48153 members 
Mstep: Class 15 contains 168433 members 
Mstep: Class 16 contains 37910 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 276308 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062464.000000 Penalty: 74949.453125
Iteration 58Q: 23 clusters Score -1.160625e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11754 members 
Mstep: Class 7 contains 19626 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 234090 members 
Mstep: Class 10 contains 32480 members 
Mstep: Class 11 contains 21779 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 48377 members 
Mstep: Class 15 contains 168477 members 
Mstep: Class 16 contains 37982 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 276318 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062472.000000 Penalty: 74949.453125
Iteration 59Q: 23 clusters Score -1.160625e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11770 members 
Mstep: Class 7 contains 19699 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 234185 members 
Mstep: Class 10 contains 32509 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 48575 members 
Mstep: Class 15 contains 168536 members 
Mstep: Class 16 contains 38050 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 276293 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062696.000000 Penalty: 74949.453125
Iteration 60F: 23 clusters Score -1.160627e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11775 members 
Mstep: Class 7 contains 19765 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 234236 members 
Mstep: Class 10 contains 32536 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 13151 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 48787 members 
Mstep: Class 15 contains 168535 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 12364 members 
Mstep: Class 19 contains 276357 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062584.000000 Penalty: 74949.453125
Iteration 61Q: 23 clusters Score -1.160626e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 19809 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234314 members 
Mstep: Class 10 contains 32552 members 
Mstep: Class 11 contains 21748 members 
Mstep: Class 12 contains 13103 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 49014 members 
Mstep: Class 15 contains 168464 members 
Mstep: Class 16 contains 38148 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 276464 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062560.000000 Penalty: 74949.453125
Iteration 62Q: 23 clusters Score -1.160626e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11785 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234374 members 
Mstep: Class 10 contains 32581 members 
Mstep: Class 11 contains 21730 members 
Mstep: Class 12 contains 13073 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 49194 members 
Mstep: Class 15 contains 168426 members 
Mstep: Class 16 contains 38187 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12317 members 
Mstep: Class 19 contains 276598 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1219 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062504.000000 Penalty: 74949.453125
Iteration 63Q: 23 clusters Score -1.160625e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11804 members 
Mstep: Class 7 contains 19893 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234438 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 21711 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 49369 members 
Mstep: Class 15 contains 168359 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 276704 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062336.000000 Penalty: 74949.453125
Iteration 64Q: 23 clusters Score -1.160623e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11827 members 
Mstep: Class 7 contains 19924 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234471 members 
Mstep: Class 10 contains 32640 members 
Mstep: Class 11 contains 21697 members 
Mstep: Class 12 contains 13052 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 49519 members 
Mstep: Class 15 contains 168357 members 
Mstep: Class 16 contains 38248 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 19 contains 276812 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062160.000000 Penalty: 74949.453125
Iteration 65Q: 23 clusters Score -1.160622e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11841 members 
Mstep: Class 7 contains 19948 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234515 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 21706 members 
Mstep: Class 12 contains 13031 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 49651 members 
Mstep: Class 15 contains 168377 members 
Mstep: Class 16 contains 38272 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 276904 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061944.000000 Penalty: 74949.453125
Iteration 66Q: 23 clusters Score -1.160619e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 19980 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234594 members 
Mstep: Class 10 contains 32676 members 
Mstep: Class 11 contains 21714 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 49760 members 
Mstep: Class 15 contains 168403 members 
Mstep: Class 16 contains 38299 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 276949 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062000.000000 Penalty: 74949.453125
Iteration 67Q: 23 clusters Score -1.16062e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11864 members 
Mstep: Class 7 contains 20013 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234652 members 
Mstep: Class 10 contains 32694 members 
Mstep: Class 11 contains 21719 members 
Mstep: Class 12 contains 12988 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 49866 members 
Mstep: Class 15 contains 168407 members 
Mstep: Class 16 contains 38347 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 277017 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062096.000000 Penalty: 74949.453125
Iteration 68Q: 23 clusters Score -1.160621e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11869 members 
Mstep: Class 7 contains 20053 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234697 members 
Mstep: Class 10 contains 32715 members 
Mstep: Class 11 contains 21717 members 
Mstep: Class 12 contains 12966 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 49960 members 
Mstep: Class 15 contains 168438 members 
Mstep: Class 16 contains 38384 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 19 contains 277052 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061664.000000 Penalty: 74949.453125
Iteration 69Q: 23 clusters Score -1.160617e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 20098 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234730 members 
Mstep: Class 10 contains 32733 members 
Mstep: Class 11 contains 21733 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 50035 members 
Mstep: Class 15 contains 168493 members 
Mstep: Class 16 contains 38419 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 277009 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061568.000000 Penalty: 74949.453125
Iteration 70Q: 23 clusters Score -1.160616e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11890 members 
Mstep: Class 7 contains 20131 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234776 members 
Mstep: Class 10 contains 32737 members 
Mstep: Class 11 contains 21732 members 
Mstep: Class 12 contains 12928 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 50132 members 
Mstep: Class 15 contains 168536 members 
Mstep: Class 16 contains 38458 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 276978 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061632.000000 Penalty: 74949.453125
Iteration 71Q: 23 clusters Score -1.160616e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11913 members 
Mstep: Class 7 contains 20144 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234814 members 
Mstep: Class 10 contains 32757 members 
Mstep: Class 11 contains 21736 members 
Mstep: Class 12 contains 12910 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 50226 members 
Mstep: Class 15 contains 168587 members 
Mstep: Class 16 contains 38483 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 276952 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061456.000000 Penalty: 74949.453125
Iteration 72Q: 23 clusters Score -1.160615e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11926 members 
Mstep: Class 7 contains 20157 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234856 members 
Mstep: Class 10 contains 32771 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 50318 members 
Mstep: Class 15 contains 168632 members 
Mstep: Class 16 contains 38497 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 276937 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061464.000000 Penalty: 74949.453125
Iteration 73Q: 23 clusters Score -1.160615e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 20172 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234913 members 
Mstep: Class 10 contains 32794 members 
Mstep: Class 11 contains 21737 members 
Mstep: Class 12 contains 12886 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 50412 members 
Mstep: Class 15 contains 168645 members 
Mstep: Class 16 contains 38518 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 12122 members 
Mstep: Class 19 contains 276904 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061408.000000 Penalty: 74949.453125
Iteration 74Q: 23 clusters Score -1.160614e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11949 members 
Mstep: Class 7 contains 20189 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234946 members 
Mstep: Class 10 contains 32815 members 
Mstep: Class 11 contains 21729 members 
Mstep: Class 12 contains 12881 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 50513 members 
Mstep: Class 15 contains 168660 members 
Mstep: Class 16 contains 38528 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12107 members 
Mstep: Class 19 contains 276899 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061408.000000 Penalty: 74949.453125
Iteration 75Q: 23 clusters Score -1.160614e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11956 members 
Mstep: Class 7 contains 20204 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 234976 members 
Mstep: Class 10 contains 32832 members 
Mstep: Class 11 contains 21723 members 
Mstep: Class 12 contains 12874 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 50614 members 
Mstep: Class 15 contains 168685 members 
Mstep: Class 16 contains 38541 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12091 members 
Mstep: Class 19 contains 276857 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061528.000000 Penalty: 74949.453125
Iteration 76Q: 23 clusters Score -1.160615e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 20211 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235006 members 
Mstep: Class 10 contains 32845 members 
Mstep: Class 11 contains 21717 members 
Mstep: Class 12 contains 12857 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 50695 members 
Mstep: Class 15 contains 168711 members 
Mstep: Class 16 contains 38556 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12082 members 
Mstep: Class 19 contains 276831 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061664.000000 Penalty: 74949.453125
Iteration 77Q: 23 clusters Score -1.160617e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11997 members 
Mstep: Class 7 contains 20213 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235022 members 
Mstep: Class 10 contains 32857 members 
Mstep: Class 11 contains 21723 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 50775 members 
Mstep: Class 15 contains 168739 members 
Mstep: Class 16 contains 38570 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 276805 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061544.000000 Penalty: 74949.453125
Iteration 78Q: 23 clusters Score -1.160615e+08 nChanged 576
Entering ConstructFrom: 
Score: -116061544.000000 Penalty: 74949.453125
Entering ConstructFrom: 
Trying to split cluster 1 (31435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Entering Unmasked Estep 
Score: -3995247.500000 Penalty: 2568.208008
	Iteration 0F: 2 clusters Score -3995248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3973710.500000 Penalty: 5136.416016
	Iteration 0F: 3 clusters Score -3973710 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3981286.250000 Penalty: 5136.416016
	Iteration 1F: 3 clusters Score -3981286 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3981627.750000 Penalty: 5136.416016
	Iteration 2Q: 3 clusters Score -3981628 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3981891.500000 Penalty: 5136.416016
	Iteration 3Q: 3 clusters Score -3981892 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3982135.250000 Penalty: 5136.416016
	Iteration 4Q: 3 clusters Score -3982135 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3982372.000000 Penalty: 5136.416016
	Iteration 5Q: 3 clusters Score -3982372 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3982654.750000 Penalty: 5136.416016
	Iteration 6Q: 3 clusters Score -3982655 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3983049.500000 Penalty: 5136.416016
	Iteration 7Q: 3 clusters Score -3983050 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3983652.750000 Penalty: 5136.416016
	Iteration 8Q: 3 clusters Score -3983653 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3984486.250000 Penalty: 5136.416016
	Iteration 9F: 3 clusters Score -3984486 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3985666.250000 Penalty: 5136.416016
	Iteration 10F: 3 clusters Score -3985666 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3987330.750000 Penalty: 5136.416016
	Iteration 11F: 3 clusters Score -3987331 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3989438.250000 Penalty: 5136.416016
	Iteration 12F: 3 clusters Score -3989438 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3991162.250000 Penalty: 5136.416016
	Iteration 13F: 3 clusters Score -3991162 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3992204.750000 Penalty: 5136.416016
	Iteration 14Q: 3 clusters Score -3992205 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3992641.750000 Penalty: 5136.416016
	Iteration 15Q: 3 clusters Score -3992642 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3992834.250000 Penalty: 5136.416016
	Iteration 16Q: 3 clusters Score -3992834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3992920.750000 Penalty: 5136.416016
	Iteration 17Q: 3 clusters Score -3992921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3992966.250000 Penalty: 5136.416016
	Iteration 18Q: 3 clusters Score -3992966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3993001.500000 Penalty: 5136.416016
	Iteration 19Q: 3 clusters Score -3993002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3993023.000000 Penalty: 5136.416016
	Iteration 20F: 3 clusters Score -3993023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3993035.250000 Penalty: 5136.416016
	Iteration 21Q: 3 clusters Score -3993035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3993039.000000 Penalty: 5136.416016
	Iteration 22Q: 3 clusters Score -3993039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3993037.250000 Penalty: 5136.416016
	Iteration 23Q: 3 clusters Score -3993037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3993039.250000 Penalty: 5136.416016
	Iteration 24Q: 3 clusters Score -3993039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3993041.500000 Penalty: 5136.416016
	Iteration 25Q: 3 clusters Score -3993042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3993041.500000 Penalty: 5136.416016
	Iteration 26Q: 3 clusters Score -3993042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3993041.500000 Penalty: 5136.416016
	Iteration 27F: 3 clusters Score -3993042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -141066.937500 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -141066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138983.375000 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -138983.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139393.328125 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -139393.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139669.359375 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -139669.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139911.843750 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -139911.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140027.953125 Penalty: 3509.601318
	Iteration 4F: 3 clusters Score -140028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140139.453125 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -140139.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140273.750000 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -140273.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140400.984375 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -140401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140524.765625 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -140524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140591.125000 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -140591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140633.000000 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -140633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140644.578125 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -140644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -140650.296875 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -140650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140657.234375 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -140657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140659.062500 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -140659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140659.062500 Penalty: 3509.601318
	Iteration 15F: 3 clusters Score -140659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28324.273438 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28324.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28423.000000 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28445.146484 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28445.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28453.113281 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28453.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28466.156250 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -28466.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28470.869141 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -28470.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28470.869141 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -28470.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -193230.968750 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -193231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190872.296875 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -190872.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -191253.765625 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -191253.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191363.750000 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -191363.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191416.281250 Penalty: 3642.339355
	Iteration 3Q: 3 clusters Score -191416.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191453.421875 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -191453.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191483.890625 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -191483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -191510.484375 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -191510.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191521.312500 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -191521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191525.328125 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -191525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191528.000000 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -191528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191528.062500 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -191528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191528.062500 Penalty: 3642.339355
	Iteration 11F: 3 clusters Score -191528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28667.480469 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28667.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28749.111328 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28749.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28791.607422 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28791.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28819.783203 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28819.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28851.646484 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28851.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28856.187500 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -28856.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28865.607422 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -28865.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28865.607422 Penalty: 2760.002197
	Iteration 7F: 3 clusters Score -28865.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1562939.500000 Penalty: 2329.710693
	Iteration 0F: 2 clusters Score -1562940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1554003.250000 Penalty: 4659.421387
	Iteration 0F: 3 clusters Score -1554003 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1556675.375000 Penalty: 4659.421387
	Iteration 1F: 3 clusters Score -1556675 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1557022.500000 Penalty: 4659.421387
	Iteration 2F: 3 clusters Score -1557022 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1557263.250000 Penalty: 4659.421387
	Iteration 3F: 3 clusters Score -1557263 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1557501.000000 Penalty: 4659.421387
	Iteration 4Q: 3 clusters Score -1557501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1557776.250000 Penalty: 4659.421387
	Iteration 5Q: 3 clusters Score -1557776 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1558095.625000 Penalty: 4659.421387
	Iteration 6Q: 3 clusters Score -1558096 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1558487.625000 Penalty: 4659.421387
	Iteration 7Q: 3 clusters Score -1558488 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1558988.750000 Penalty: 4659.421387
	Iteration 8F: 3 clusters Score -1558989 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1559545.875000 Penalty: 4659.421387
	Iteration 9F: 3 clusters Score -1559546 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1560034.000000 Penalty: 4659.421387
	Iteration 10Q: 3 clusters Score -1560034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1560415.250000 Penalty: 4659.421387
	Iteration 11Q: 3 clusters Score -1560415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1560641.500000 Penalty: 4659.421387
	Iteration 12Q: 3 clusters Score -1560642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1560788.250000 Penalty: 4659.421387
	Iteration 13Q: 3 clusters Score -1560788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1560882.625000 Penalty: 4659.421387
	Iteration 14Q: 3 clusters Score -1560883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1560929.625000 Penalty: 4659.421387
	Iteration 15Q: 3 clusters Score -1560930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1560971.250000 Penalty: 4659.421387
	Iteration 16Q: 3 clusters Score -1560971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1561000.375000 Penalty: 4659.421387
	Iteration 17Q: 3 clusters Score -1561000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1561024.250000 Penalty: 4659.421387
	Iteration 18Q: 3 clusters Score -1561024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1561049.750000 Penalty: 4659.421387
	Iteration 19Q: 3 clusters Score -1561050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1561066.750000 Penalty: 4659.421387
	Iteration 20F: 3 clusters Score -1561067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1561085.750000 Penalty: 4659.421387
	Iteration 21Q: 3 clusters Score -1561086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561098.500000 Penalty: 4659.421387
	Iteration 22Q: 3 clusters Score -1561098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1561100.625000 Penalty: 4659.421387
	Iteration 23Q: 3 clusters Score -1561101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1561105.625000 Penalty: 4659.421387
	Iteration 24Q: 3 clusters Score -1561106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561108.000000 Penalty: 4659.421387
	Iteration 25Q: 3 clusters Score -1561108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1561112.125000 Penalty: 4659.421387
	Iteration 26Q: 3 clusters Score -1561112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1561122.250000 Penalty: 4659.421387
	Iteration 27Q: 3 clusters Score -1561122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561129.500000 Penalty: 4659.421387
	Iteration 28Q: 3 clusters Score -1561130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1561137.750000 Penalty: 4659.421387
	Iteration 29Q: 3 clusters Score -1561138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561143.875000 Penalty: 4659.421387
	Iteration 30Q: 3 clusters Score -1561144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561148.250000 Penalty: 4659.421387
	Iteration 31Q: 3 clusters Score -1561148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561150.250000 Penalty: 4659.421387
	Iteration 32Q: 3 clusters Score -1561150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1561153.000000 Penalty: 4659.421387
	Iteration 33Q: 3 clusters Score -1561153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1561153.000000 Penalty: 4659.421387
	Iteration 34F: 3 clusters Score -1561153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Entering Unmasked Estep 
Score: -2623038.000000 Penalty: 2458.814697
	Iteration 0F: 2 clusters Score -2623038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2608681.250000 Penalty: 4917.629395
	Iteration 0F: 3 clusters Score -2608681 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2613490.500000 Penalty: 4917.629395
	Iteration 1F: 3 clusters Score -2613490 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2613947.500000 Penalty: 4917.629395
	Iteration 2F: 3 clusters Score -2613948 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2614335.000000 Penalty: 4917.629395
	Iteration 3Q: 3 clusters Score -2614335 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2614665.250000 Penalty: 4917.629395
	Iteration 4Q: 3 clusters Score -2614665 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2614992.250000 Penalty: 4917.629395
	Iteration 5Q: 3 clusters Score -2614992 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2615315.250000 Penalty: 4917.629395
	Iteration 6Q: 3 clusters Score -2615315 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2615610.250000 Penalty: 4917.629395
	Iteration 7Q: 3 clusters Score -2615610 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2615925.750000 Penalty: 4917.629395
	Iteration 8Q: 3 clusters Score -2615926 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2616319.000000 Penalty: 4917.629395
	Iteration 9Q: 3 clusters Score -2616319 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2616720.750000 Penalty: 4917.629395
	Iteration 10Q: 3 clusters Score -2616721 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2617180.500000 Penalty: 4917.629395
	Iteration 11Q: 3 clusters Score -2617180 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2617632.750000 Penalty: 4917.629395
	Iteration 12Q: 3 clusters Score -2617633 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2618007.750000 Penalty: 4917.629395
	Iteration 13Q: 3 clusters Score -2618008 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2618290.750000 Penalty: 4917.629395
	Iteration 14Q: 3 clusters Score -2618291 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2618495.500000 Penalty: 4917.629395
	Iteration 15Q: 3 clusters Score -2618496 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2618626.000000 Penalty: 4917.629395
	Iteration 16Q: 3 clusters Score -2618626 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2618726.750000 Penalty: 4917.629395
	Iteration 17Q: 3 clusters Score -2618727 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2618777.000000 Penalty: 4917.629395
	Iteration 18Q: 3 clusters Score -2618777 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2618816.250000 Penalty: 4917.629395
	Iteration 19Q: 3 clusters Score -2618816 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2618837.000000 Penalty: 4917.629395
	Iteration 20F: 3 clusters Score -2618837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2618860.000000 Penalty: 4917.629395
	Iteration 21Q: 3 clusters Score -2618860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2618885.500000 Penalty: 4917.629395
	Iteration 22Q: 3 clusters Score -2618886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2618918.250000 Penalty: 4917.629395
	Iteration 23Q: 3 clusters Score -2618918 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2618952.750000 Penalty: 4917.629395
	Iteration 24Q: 3 clusters Score -2618953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2618976.750000 Penalty: 4917.629395
	Iteration 25Q: 3 clusters Score -2618977 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2618995.000000 Penalty: 4917.629395
	Iteration 26Q: 3 clusters Score -2618995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2619015.500000 Penalty: 4917.629395
	Iteration 27Q: 3 clusters Score -2619016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2619028.750000 Penalty: 4917.629395
	Iteration 28Q: 3 clusters Score -2619029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2619041.250000 Penalty: 4917.629395
	Iteration 29Q: 3 clusters Score -2619041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2619048.250000 Penalty: 4917.629395
	Iteration 30Q: 3 clusters Score -2619048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2619061.000000 Penalty: 4917.629395
	Iteration 31Q: 3 clusters Score -2619061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2619074.250000 Penalty: 4917.629395
	Iteration 32Q: 3 clusters Score -2619074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2619084.000000 Penalty: 4917.629395
	Iteration 33Q: 3 clusters Score -2619084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2619086.500000 Penalty: 4917.629395
	Iteration 34Q: 3 clusters Score -2619086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2619101.000000 Penalty: 4917.629395
	Iteration 35Q: 3 clusters Score -2619101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2619114.750000 Penalty: 4917.629395
	Iteration 36Q: 3 clusters Score -2619115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2619122.250000 Penalty: 4917.629395
	Iteration 37Q: 3 clusters Score -2619122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2619133.750000 Penalty: 4917.629395
	Iteration 38Q: 3 clusters Score -2619134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2619159.000000 Penalty: 4917.629395
	Iteration 39Q: 3 clusters Score -2619159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2619167.750000 Penalty: 4917.629395
	Iteration 40F: 3 clusters Score -2619168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2619174.750000 Penalty: 4917.629395
	Iteration 41Q: 3 clusters Score -2619175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2619180.500000 Penalty: 4917.629395
	Iteration 42Q: 3 clusters Score -2619180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2619192.500000 Penalty: 4917.629395
	Iteration 43Q: 3 clusters Score -2619192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2619193.750000 Penalty: 4917.629395
	Iteration 44Q: 3 clusters Score -2619194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2619212.250000 Penalty: 4917.629395
	Iteration 45Q: 3 clusters Score -2619212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2619218.500000 Penalty: 4917.629395
	Iteration 46Q: 3 clusters Score -2619218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2619235.000000 Penalty: 4917.629395
	Iteration 47Q: 3 clusters Score -2619235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2619248.500000 Penalty: 4917.629395
	Iteration 48Q: 3 clusters Score -2619248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2619250.750000 Penalty: 4917.629395
	Iteration 49Q: 3 clusters Score -2619251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2619265.000000 Penalty: 4917.629395
	Iteration 50Q: 3 clusters Score -2619265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2619277.500000 Penalty: 4917.629395
	Iteration 51Q: 3 clusters Score -2619278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2619287.500000 Penalty: 4917.629395
	Iteration 52Q: 3 clusters Score -2619288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2619298.750000 Penalty: 4917.629395
	Iteration 53Q: 3 clusters Score -2619299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2619316.500000 Penalty: 4917.629395
	Iteration 54Q: 3 clusters Score -2619316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2619331.500000 Penalty: 4917.629395
	Iteration 55Q: 3 clusters Score -2619332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2619341.500000 Penalty: 4917.629395
	Iteration 56Q: 3 clusters Score -2619342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2619365.250000 Penalty: 4917.629395
	Iteration 57Q: 3 clusters Score -2619365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2619371.750000 Penalty: 4917.629395
	Iteration 58Q: 3 clusters Score -2619372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2619389.000000 Penalty: 4917.629395
	Iteration 59Q: 3 clusters Score -2619389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2619402.500000 Penalty: 4917.629395
	Iteration 60F: 3 clusters Score -2619402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2619416.250000 Penalty: 4917.629395
	Iteration 61Q: 3 clusters Score -2619416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2619433.750000 Penalty: 4917.629395
	Iteration 62Q: 3 clusters Score -2619434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2619455.250000 Penalty: 4917.629395
	Iteration 63Q: 3 clusters Score -2619455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2619476.000000 Penalty: 4917.629395
	Iteration 64Q: 3 clusters Score -2619476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2619490.250000 Penalty: 4917.629395
	Iteration 65Q: 3 clusters Score -2619490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2619508.000000 Penalty: 4917.629395
	Iteration 66Q: 3 clusters Score -2619508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2619532.000000 Penalty: 4917.629395
	Iteration 67Q: 3 clusters Score -2619532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2619557.250000 Penalty: 4917.629395
	Iteration 68Q: 3 clusters Score -2619557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2619586.500000 Penalty: 4917.629395
	Iteration 69Q: 3 clusters Score -2619586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2619612.500000 Penalty: 4917.629395
	Iteration 70Q: 3 clusters Score -2619612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2619636.750000 Penalty: 4917.629395
	Iteration 71Q: 3 clusters Score -2619637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2619657.000000 Penalty: 4917.629395
	Iteration 72Q: 3 clusters Score -2619657 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2619684.500000 Penalty: 4917.629395
	Iteration 73Q: 3 clusters Score -2619684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2619718.250000 Penalty: 4917.629395
	Iteration 74Q: 3 clusters Score -2619718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2619746.750000 Penalty: 4917.629395
	Iteration 75Q: 3 clusters Score -2619747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2619784.750000 Penalty: 4917.629395
	Iteration 76Q: 3 clusters Score -2619785 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2619816.000000 Penalty: 4917.629395
	Iteration 77Q: 3 clusters Score -2619816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2619851.250000 Penalty: 4917.629395
	Iteration 78Q: 3 clusters Score -2619851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2619894.750000 Penalty: 4917.629395
	Iteration 79Q: 3 clusters Score -2619895 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2619942.000000 Penalty: 4917.629395
	Iteration 80F: 3 clusters Score -2619942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2619985.500000 Penalty: 4917.629395
	Iteration 81Q: 3 clusters Score -2619986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2620038.500000 Penalty: 4917.629395
	Iteration 82Q: 3 clusters Score -2620038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2620085.750000 Penalty: 4917.629395
	Iteration 83Q: 3 clusters Score -2620086 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2620140.250000 Penalty: 4917.629395
	Iteration 84Q: 3 clusters Score -2620140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2620193.750000 Penalty: 4917.629395
	Iteration 85Q: 3 clusters Score -2620194 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2620255.750000 Penalty: 4917.629395
	Iteration 86Q: 3 clusters Score -2620256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2620307.750000 Penalty: 4917.629395
	Iteration 87Q: 3 clusters Score -2620308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2620352.250000 Penalty: 4917.629395
	Iteration 88Q: 3 clusters Score -2620352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2620404.500000 Penalty: 4917.629395
	Iteration 89Q: 3 clusters Score -2620404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2620458.000000 Penalty: 4917.629395
	Iteration 90Q: 3 clusters Score -2620458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2620514.000000 Penalty: 4917.629395
	Iteration 91Q: 3 clusters Score -2620514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2620564.500000 Penalty: 4917.629395
	Iteration 92Q: 3 clusters Score -2620564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2620605.000000 Penalty: 4917.629395
	Iteration 93Q: 3 clusters Score -2620605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2620641.750000 Penalty: 4917.629395
	Iteration 94Q: 3 clusters Score -2620642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2620670.750000 Penalty: 4917.629395
	Iteration 95Q: 3 clusters Score -2620671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2620698.250000 Penalty: 4917.629395
	Iteration 96Q: 3 clusters Score -2620698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2620725.750000 Penalty: 4917.629395
	Iteration 97Q: 3 clusters Score -2620726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2620747.500000 Penalty: 4917.629395
	Iteration 98Q: 3 clusters Score -2620748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2620765.750000 Penalty: 4917.629395
	Iteration 99Q: 3 clusters Score -2620766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2620779.750000 Penalty: 4917.629395
	Iteration 100F: 3 clusters Score -2620780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2620788.500000 Penalty: 4917.629395
	Iteration 101Q: 3 clusters Score -2620788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2620791.500000 Penalty: 4917.629395
	Iteration 102Q: 3 clusters Score -2620792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2620805.500000 Penalty: 4917.629395
	Iteration 103Q: 3 clusters Score -2620806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2620820.250000 Penalty: 4917.629395
	Iteration 104Q: 3 clusters Score -2620820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2620828.000000 Penalty: 4917.629395
	Iteration 105Q: 3 clusters Score -2620828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2620829.000000 Penalty: 4917.629395
	Iteration 106Q: 3 clusters Score -2620829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2620843.750000 Penalty: 4917.629395
	Iteration 107Q: 3 clusters Score -2620844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2620846.750000 Penalty: 4917.629395
	Iteration 108Q: 3 clusters Score -2620847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2620853.750000 Penalty: 4917.629395
	Iteration 109Q: 3 clusters Score -2620854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2620857.500000 Penalty: 4917.629395
	Iteration 110Q: 3 clusters Score -2620858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2620858.750000 Penalty: 4917.629395
	Iteration 111Q: 3 clusters Score -2620859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2620869.500000 Penalty: 4917.629395
	Iteration 112Q: 3 clusters Score -2620870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2620870.250000 Penalty: 4917.629395
	Iteration 113Q: 3 clusters Score -2620870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2620879.750000 Penalty: 4917.629395
	Iteration 114Q: 3 clusters Score -2620880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2620888.500000 Penalty: 4917.629395
	Iteration 115Q: 3 clusters Score -2620888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2620895.250000 Penalty: 4917.629395
	Iteration 116Q: 3 clusters Score -2620895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2620900.000000 Penalty: 4917.629395
	Iteration 117Q: 3 clusters Score -2620900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2620903.250000 Penalty: 4917.629395
	Iteration 118Q: 3 clusters Score -2620903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2620909.750000 Penalty: 4917.629395
	Iteration 119Q: 3 clusters Score -2620910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2620917.500000 Penalty: 4917.629395
	Iteration 120F: 3 clusters Score -2620918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2620915.500000 Penalty: 4917.629395
	Iteration 121Q: 3 clusters Score -2620916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2620914.000000 Penalty: 4917.629395
	Iteration 122Q: 3 clusters Score -2620914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2620916.000000 Penalty: 4917.629395
	Iteration 123Q: 3 clusters Score -2620916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2620919.250000 Penalty: 4917.629395
	Iteration 124Q: 3 clusters Score -2620919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2620921.750000 Penalty: 4917.629395
	Iteration 125Q: 3 clusters Score -2620922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2620919.500000 Penalty: 4917.629395
	Iteration 126Q: 3 clusters Score -2620920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2620924.500000 Penalty: 4917.629395
	Iteration 127Q: 3 clusters Score -2620924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2620927.500000 Penalty: 4917.629395
	Iteration 128Q: 3 clusters Score -2620928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2620933.000000 Penalty: 4917.629395
	Iteration 129Q: 3 clusters Score -2620933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2620933.750000 Penalty: 4917.629395
	Iteration 130Q: 3 clusters Score -2620934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2620935.500000 Penalty: 4917.629395
	Iteration 131Q: 3 clusters Score -2620936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2620936.250000 Penalty: 4917.629395
	Iteration 132Q: 3 clusters Score -2620936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2620936.750000 Penalty: 4917.629395
	Iteration 133Q: 3 clusters Score -2620937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2620938.000000 Penalty: 4917.629395
	Iteration 134Q: 3 clusters Score -2620938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2620938.500000 Penalty: 4917.629395
	Iteration 135Q: 3 clusters Score -2620938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2620938.500000 Penalty: 4917.629395
	Iteration 136F: 3 clusters Score -2620938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -111783.195312 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -111783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110037.828125 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -110037.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110438.125000 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -110438.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110556.546875 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -110556.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110621.921875 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -110621.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110669.984375 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -110670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -110710.625000 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -110710.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -110748.781250 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -110748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110777.742188 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -110777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -110799.210938 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -110799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -110818.023438 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -110818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -110831.328125 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -110831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -110841.640625 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -110841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -110847.039062 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -110847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -110853.726562 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -110853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -110853.726562 Penalty: 3385.428223
	Iteration 14F: 3 clusters Score -110853.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (235033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235033 members 
Entering Unmasked Estep 
Score: -30051280.000000 Penalty: 3067.135254
	Iteration 0F: 2 clusters Score -3.005128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 117791 members 
Entering Unmasked Estep 
Score: -29952376.000000 Penalty: 6134.270508
	Iteration 0F: 3 clusters Score -2.995238e+07 nChanged 113419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -30018590.000000 Penalty: 6134.270508
	Iteration 1F: 3 clusters Score -3.001859e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 127242 members 
Entering Unmasked Estep 
Score: -30019562.000000 Penalty: 6134.270508
	Iteration 2Q: 3 clusters Score -3.001956e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102306 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -30021248.000000 Penalty: 6134.270508
	Iteration 3Q: 3 clusters Score -3.002125e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -30024028.000000 Penalty: 6134.270508
	Iteration 4Q: 3 clusters Score -3.002403e+07 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 151364 members 
Entering Unmasked Estep 
Score: -30027726.000000 Penalty: 6134.270508
	Iteration 5F: 3 clusters Score -3.002773e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -30032224.000000 Penalty: 6134.270508
	Iteration 6F: 3 clusters Score -3.003222e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 178957 members 
Entering Unmasked Estep 
Score: -30036804.000000 Penalty: 6134.270508
	Iteration 7F: 3 clusters Score -3.00368e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 190171 members 
Entering Unmasked Estep 
Score: -30038610.000000 Penalty: 6134.270508
	Iteration 8F: 3 clusters Score -3.003861e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 196141 members 
Entering Unmasked Estep 
Score: -30041560.000000 Penalty: 6134.270508
	Iteration 9Q: 3 clusters Score -3.004156e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 197551 members 
Entering Unmasked Estep 
Score: -30045570.000000 Penalty: 6134.270508
	Iteration 10Q: 3 clusters Score -3.004557e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 196088 members 
Entering Unmasked Estep 
Score: -30048818.000000 Penalty: 6134.270508
	Iteration 11Q: 3 clusters Score -3.004882e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 193863 members 
Entering Unmasked Estep 
Score: -30050666.000000 Penalty: 6134.270508
	Iteration 12Q: 3 clusters Score -3.005067e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 191633 members 
Entering Unmasked Estep 
Score: -30051930.000000 Penalty: 6134.270508
	Iteration 13Q: 3 clusters Score -3.005193e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 189335 members 
Entering Unmasked Estep 
Score: -30052920.000000 Penalty: 6134.270508
	Iteration 14Q: 3 clusters Score -3.005292e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 187004 members 
Entering Unmasked Estep 
Score: -30053786.000000 Penalty: 6134.270508
	Iteration 15Q: 3 clusters Score -3.005379e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 184537 members 
Entering Unmasked Estep 
Score: -30055008.000000 Penalty: 6134.270508
	Iteration 16Q: 3 clusters Score -3.005501e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -30056290.000000 Penalty: 6134.270508
	Iteration 17Q: 3 clusters Score -3.005629e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -30057466.000000 Penalty: 6134.270508
	Iteration 18Q: 3 clusters Score -3.005747e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 176217 members 
Entering Unmasked Estep 
Score: -30058216.000000 Penalty: 6134.270508
	Iteration 19Q: 3 clusters Score -3.005822e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -30058682.000000 Penalty: 6134.270508
	Iteration 20F: 3 clusters Score -3.005868e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -30059258.000000 Penalty: 6134.270508
	Iteration 21Q: 3 clusters Score -3.005926e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -30059912.000000 Penalty: 6134.270508
	Iteration 22Q: 3 clusters Score -3.005991e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -30060492.000000 Penalty: 6134.270508
	Iteration 23Q: 3 clusters Score -3.006049e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -30061144.000000 Penalty: 6134.270508
	Iteration 24Q: 3 clusters Score -3.006114e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -30061690.000000 Penalty: 6134.270508
	Iteration 25Q: 3 clusters Score -3.006169e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 153857 members 
Entering Unmasked Estep 
Score: -30062182.000000 Penalty: 6134.270508
	Iteration 26Q: 3 clusters Score -3.006218e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -30062774.000000 Penalty: 6134.270508
	Iteration 27Q: 3 clusters Score -3.006277e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 147381 members 
Entering Unmasked Estep 
Score: -30063168.000000 Penalty: 6134.270508
	Iteration 28Q: 3 clusters Score -3.006317e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -30063464.000000 Penalty: 6134.270508
	Iteration 29Q: 3 clusters Score -3.006346e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 140884 members 
Entering Unmasked Estep 
Score: -30063778.000000 Penalty: 6134.270508
	Iteration 30Q: 3 clusters Score -3.006378e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -30064230.000000 Penalty: 6134.270508
	Iteration 31Q: 3 clusters Score -3.006423e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -30064420.000000 Penalty: 6134.270508
	Iteration 32Q: 3 clusters Score -3.006442e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 129458 members 
Entering Unmasked Estep 
Score: -30064758.000000 Penalty: 6134.270508
	Iteration 33Q: 3 clusters Score -3.006476e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -30065092.000000 Penalty: 6134.270508
	Iteration 34Q: 3 clusters Score -3.006509e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -30065288.000000 Penalty: 6134.270508
	Iteration 35Q: 3 clusters Score -3.006529e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -30065482.000000 Penalty: 6134.270508
	Iteration 36Q: 3 clusters Score -3.006548e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123531 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -30065700.000000 Penalty: 6134.270508
	Iteration 37Q: 3 clusters Score -3.00657e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 106482 members 
Entering Unmasked Estep 
Score: -30066050.000000 Penalty: 6134.270508
	Iteration 38Q: 3 clusters Score -3.006605e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -30066172.000000 Penalty: 6134.270508
	Iteration 39Q: 3 clusters Score -3.006617e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -30066920.000000 Penalty: 6134.270508
	Iteration 40F: 3 clusters Score -3.006692e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -30067258.000000 Penalty: 6134.270508
	Iteration 41Q: 3 clusters Score -3.006726e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -30067756.000000 Penalty: 6134.270508
	Iteration 42Q: 3 clusters Score -3.006776e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -30067344.000000 Penalty: 6134.270508
	Iteration 43Q: 3 clusters Score -3.006734e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179805 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -30066684.000000 Penalty: 6134.270508
	Iteration 44F: 3 clusters Score -3.006668e+07 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -30062706.000000 Penalty: 6134.270508
	Iteration 45F: 3 clusters Score -3.006271e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210493 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -30057286.000000 Penalty: 6134.270508
	Iteration 46F: 3 clusters Score -3.005729e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220940 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -30053206.000000 Penalty: 6134.270508
	Iteration 47Q: 3 clusters Score -3.005321e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226307 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -30051340.000000 Penalty: 6134.270508
	Iteration 48Q: 3 clusters Score -3.005134e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229331 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -30050504.000000 Penalty: 6134.270508
	Iteration 49Q: 3 clusters Score -3.00505e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231078 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -30049924.000000 Penalty: 6134.270508
	Iteration 50Q: 3 clusters Score -3.004992e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232167 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -30049526.000000 Penalty: 6134.270508
	Iteration 51Q: 3 clusters Score -3.004953e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232909 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -30049390.000000 Penalty: 6134.270508
	Iteration 52Q: 3 clusters Score -3.004939e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233365 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30049206.000000 Penalty: 6134.270508
	Iteration 53Q: 3 clusters Score -3.004921e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233659 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -30049122.000000 Penalty: 6134.270508
	Iteration 54Q: 3 clusters Score -3.004912e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233857 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -30049120.000000 Penalty: 6134.270508
	Iteration 55Q: 3 clusters Score -3.004912e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234013 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -30049162.000000 Penalty: 6134.270508
	Iteration 56Q: 3 clusters Score -3.004916e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234129 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -30049124.000000 Penalty: 6134.270508
	Iteration 57Q: 3 clusters Score -3.004912e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234207 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -30049112.000000 Penalty: 6134.270508
	Iteration 58Q: 3 clusters Score -3.004911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234255 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -30049102.000000 Penalty: 6134.270508
	Iteration 59Q: 3 clusters Score -3.00491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234290 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -30049096.000000 Penalty: 6134.270508
	Iteration 60F: 3 clusters Score -3.00491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234320 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -30049082.000000 Penalty: 6134.270508
	Iteration 61Q: 3 clusters Score -3.004908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234345 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -30049084.000000 Penalty: 6134.270508
	Iteration 62Q: 3 clusters Score -3.004908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234369 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -30049096.000000 Penalty: 6134.270508
	Iteration 63Q: 3 clusters Score -3.00491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234385 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -30049092.000000 Penalty: 6134.270508
	Iteration 64Q: 3 clusters Score -3.004909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -30049080.000000 Penalty: 6134.270508
	Iteration 65Q: 3 clusters Score -3.004908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234407 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30049074.000000 Penalty: 6134.270508
	Iteration 66Q: 3 clusters Score -3.004907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234415 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -30049080.000000 Penalty: 6134.270508
	Iteration 67Q: 3 clusters Score -3.004908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234424 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -30049074.000000 Penalty: 6134.270508
	Iteration 68Q: 3 clusters Score -3.004907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234428 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30049082.000000 Penalty: 6134.270508
	Iteration 69Q: 3 clusters Score -3.004908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -30049092.000000 Penalty: 6134.270508
	Iteration 70Q: 3 clusters Score -3.004909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234428 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30049098.000000 Penalty: 6134.270508
	Iteration 71Q: 3 clusters Score -3.00491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30049096.000000 Penalty: 6134.270508
	Iteration 72Q: 3 clusters Score -3.00491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30049090.000000 Penalty: 6134.270508
	Iteration 73Q: 3 clusters Score -3.004909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30049098.000000 Penalty: 6134.270508
	Iteration 74Q: 3 clusters Score -3.00491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234437 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30049108.000000 Penalty: 6134.270508
	Iteration 75Q: 3 clusters Score -3.004911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30049114.000000 Penalty: 6134.270508
	Iteration 76Q: 3 clusters Score -3.004911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30049114.000000 Penalty: 6134.270508
	Iteration 77Q: 3 clusters Score -3.004911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -30049102.000000 Penalty: 6134.270508
	Iteration 78Q: 3 clusters Score -3.00491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234449 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -30049114.000000 Penalty: 6134.270508
	Iteration 79Q: 3 clusters Score -3.004911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234455 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30049116.000000 Penalty: 6134.270508
	Iteration 80F: 3 clusters Score -3.004912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234456 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -30049120.000000 Penalty: 6134.270508
	Iteration 81Q: 3 clusters Score -3.004912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30049132.000000 Penalty: 6134.270508
	Iteration 82Q: 3 clusters Score -3.004913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30049118.000000 Penalty: 6134.270508
	Iteration 83Q: 3 clusters Score -3.004912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30049114.000000 Penalty: 6134.270508
	Iteration 84Q: 3 clusters Score -3.004911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30049118.000000 Penalty: 6134.270508
	Iteration 85Q: 3 clusters Score -3.004912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30049118.000000 Penalty: 6134.270508
	Iteration 86F: 3 clusters Score -3.004912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Entering Unmasked Estep 
Score: -4074715.000000 Penalty: 2579.285645
	Iteration 0F: 2 clusters Score -4074715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -4052283.750000 Penalty: 5158.571289
	Iteration 0F: 3 clusters Score -4052284 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4060360.250000 Penalty: 5158.571289
	Iteration 1F: 3 clusters Score -4060360 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4060872.750000 Penalty: 5158.571289
	Iteration 2Q: 3 clusters Score -4060873 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4061339.500000 Penalty: 5158.571289
	Iteration 3Q: 3 clusters Score -4061340 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4061867.000000 Penalty: 5158.571289
	Iteration 4Q: 3 clusters Score -4061867 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4062509.500000 Penalty: 5158.571289
	Iteration 5Q: 3 clusters Score -4062510 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4063378.250000 Penalty: 5158.571289
	Iteration 6F: 3 clusters Score -4063378 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4064495.750000 Penalty: 5158.571289
	Iteration 7F: 3 clusters Score -4064496 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4065869.500000 Penalty: 5158.571289
	Iteration 8F: 3 clusters Score -4065870 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4067455.500000 Penalty: 5158.571289
	Iteration 9F: 3 clusters Score -4067456 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4069106.000000 Penalty: 5158.571289
	Iteration 10F: 3 clusters Score -4069106 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4070444.000000 Penalty: 5158.571289
	Iteration 11Q: 3 clusters Score -4070444 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4071387.250000 Penalty: 5158.571289
	Iteration 12Q: 3 clusters Score -4071387 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4071917.750000 Penalty: 5158.571289
	Iteration 13Q: 3 clusters Score -4071918 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4072164.750000 Penalty: 5158.571289
	Iteration 14Q: 3 clusters Score -4072165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4072286.000000 Penalty: 5158.571289
	Iteration 15Q: 3 clusters Score -4072286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4072374.250000 Penalty: 5158.571289
	Iteration 16Q: 3 clusters Score -4072374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4072419.000000 Penalty: 5158.571289
	Iteration 17Q: 3 clusters Score -4072419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4072437.000000 Penalty: 5158.571289
	Iteration 18Q: 3 clusters Score -4072437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4072447.250000 Penalty: 5158.571289
	Iteration 19Q: 3 clusters Score -4072447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4072463.250000 Penalty: 5158.571289
	Iteration 20F: 3 clusters Score -4072463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4072468.000000 Penalty: 5158.571289
	Iteration 21Q: 3 clusters Score -4072468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4072472.500000 Penalty: 5158.571289
	Iteration 22Q: 3 clusters Score -4072472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4072480.000000 Penalty: 5158.571289
	Iteration 23Q: 3 clusters Score -4072480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4072482.250000 Penalty: 5158.571289
	Iteration 24Q: 3 clusters Score -4072482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4072484.250000 Penalty: 5158.571289
	Iteration 25Q: 3 clusters Score -4072484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4072494.750000 Penalty: 5158.571289
	Iteration 26Q: 3 clusters Score -4072495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4072496.250000 Penalty: 5158.571289
	Iteration 27Q: 3 clusters Score -4072496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4072499.750000 Penalty: 5158.571289
	Iteration 28Q: 3 clusters Score -4072500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4072504.000000 Penalty: 5158.571289
	Iteration 29Q: 3 clusters Score -4072504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4072506.250000 Penalty: 5158.571289
	Iteration 30Q: 3 clusters Score -4072506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4072512.500000 Penalty: 5158.571289
	Iteration 31Q: 3 clusters Score -4072512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4072516.500000 Penalty: 5158.571289
	Iteration 32Q: 3 clusters Score -4072516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4072528.000000 Penalty: 5158.571289
	Iteration 33Q: 3 clusters Score -4072528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4072531.250000 Penalty: 5158.571289
	Iteration 34Q: 3 clusters Score -4072531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4072532.250000 Penalty: 5158.571289
	Iteration 35Q: 3 clusters Score -4072532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4072540.250000 Penalty: 5158.571289
	Iteration 36Q: 3 clusters Score -4072540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4072542.500000 Penalty: 5158.571289
	Iteration 37Q: 3 clusters Score -4072542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4072546.000000 Penalty: 5158.571289
	Iteration 38Q: 3 clusters Score -4072546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4072547.250000 Penalty: 5158.571289
	Iteration 39Q: 3 clusters Score -4072547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4072547.250000 Penalty: 5158.571289
	Iteration 40F: 3 clusters Score -4072547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Entering Unmasked Estep 
Score: -2813939.750000 Penalty: 2476.605225
	Iteration 0F: 2 clusters Score -2813940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2798824.500000 Penalty: 4953.210449
	Iteration 0F: 3 clusters Score -2798824 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2803779.750000 Penalty: 4953.210449
	Iteration 1F: 3 clusters Score -2803780 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2804142.750000 Penalty: 4953.210449
	Iteration 2Q: 3 clusters Score -2804143 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2804415.250000 Penalty: 4953.210449
	Iteration 3Q: 3 clusters Score -2804415 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2804629.000000 Penalty: 4953.210449
	Iteration 4Q: 3 clusters Score -2804629 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2804845.750000 Penalty: 4953.210449
	Iteration 5Q: 3 clusters Score -2804846 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2805040.500000 Penalty: 4953.210449
	Iteration 6Q: 3 clusters Score -2805040 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2805285.250000 Penalty: 4953.210449
	Iteration 7Q: 3 clusters Score -2805285 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2805581.000000 Penalty: 4953.210449
	Iteration 8Q: 3 clusters Score -2805581 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2805988.750000 Penalty: 4953.210449
	Iteration 9Q: 3 clusters Score -2805989 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2806581.250000 Penalty: 4953.210449
	Iteration 10Q: 3 clusters Score -2806581 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2807335.000000 Penalty: 4953.210449
	Iteration 11F: 3 clusters Score -2807335 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2808235.250000 Penalty: 4953.210449
	Iteration 12F: 3 clusters Score -2808235 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2809192.000000 Penalty: 4953.210449
	Iteration 13F: 3 clusters Score -2809192 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2810001.750000 Penalty: 4953.210449
	Iteration 14Q: 3 clusters Score -2810002 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2810616.000000 Penalty: 4953.210449
	Iteration 15Q: 3 clusters Score -2810616 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2810930.750000 Penalty: 4953.210449
	Iteration 16Q: 3 clusters Score -2810931 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2811129.250000 Penalty: 4953.210449
	Iteration 17Q: 3 clusters Score -2811129 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2811226.000000 Penalty: 4953.210449
	Iteration 18Q: 3 clusters Score -2811226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2811280.250000 Penalty: 4953.210449
	Iteration 19Q: 3 clusters Score -2811280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2811341.500000 Penalty: 4953.210449
	Iteration 20F: 3 clusters Score -2811342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2811393.500000 Penalty: 4953.210449
	Iteration 21Q: 3 clusters Score -2811394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2811438.500000 Penalty: 4953.210449
	Iteration 22Q: 3 clusters Score -2811438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2811482.000000 Penalty: 4953.210449
	Iteration 23Q: 3 clusters Score -2811482 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2811522.250000 Penalty: 4953.210449
	Iteration 24Q: 3 clusters Score -2811522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2811552.500000 Penalty: 4953.210449
	Iteration 25Q: 3 clusters Score -2811552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2811583.250000 Penalty: 4953.210449
	Iteration 26Q: 3 clusters Score -2811583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2811601.750000 Penalty: 4953.210449
	Iteration 27Q: 3 clusters Score -2811602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2811625.750000 Penalty: 4953.210449
	Iteration 28Q: 3 clusters Score -2811626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2811656.000000 Penalty: 4953.210449
	Iteration 29Q: 3 clusters Score -2811656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2811678.000000 Penalty: 4953.210449
	Iteration 30Q: 3 clusters Score -2811678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2811702.250000 Penalty: 4953.210449
	Iteration 31Q: 3 clusters Score -2811702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2811712.250000 Penalty: 4953.210449
	Iteration 32Q: 3 clusters Score -2811712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2811728.250000 Penalty: 4953.210449
	Iteration 33Q: 3 clusters Score -2811728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2811734.750000 Penalty: 4953.210449
	Iteration 34Q: 3 clusters Score -2811735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2811739.500000 Penalty: 4953.210449
	Iteration 35Q: 3 clusters Score -2811740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2811742.750000 Penalty: 4953.210449
	Iteration 36Q: 3 clusters Score -2811743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2811747.750000 Penalty: 4953.210449
	Iteration 37Q: 3 clusters Score -2811748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2811753.500000 Penalty: 4953.210449
	Iteration 38Q: 3 clusters Score -2811754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2811754.000000 Penalty: 4953.210449
	Iteration 39Q: 3 clusters Score -2811754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2811763.000000 Penalty: 4953.210449
	Iteration 40F: 3 clusters Score -2811763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2811765.750000 Penalty: 4953.210449
	Iteration 41Q: 3 clusters Score -2811766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2811772.250000 Penalty: 4953.210449
	Iteration 42Q: 3 clusters Score -2811772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2811770.500000 Penalty: 4953.210449
	Iteration 43Q: 3 clusters Score -2811770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2811779.750000 Penalty: 4953.210449
	Iteration 44Q: 3 clusters Score -2811780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2811776.500000 Penalty: 4953.210449
	Iteration 45Q: 3 clusters Score -2811776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2811790.750000 Penalty: 4953.210449
	Iteration 46Q: 3 clusters Score -2811791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2811788.250000 Penalty: 4953.210449
	Iteration 47Q: 3 clusters Score -2811788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2811795.750000 Penalty: 4953.210449
	Iteration 48Q: 3 clusters Score -2811796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2811802.250000 Penalty: 4953.210449
	Iteration 49Q: 3 clusters Score -2811802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2811808.750000 Penalty: 4953.210449
	Iteration 50Q: 3 clusters Score -2811809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2811821.750000 Penalty: 4953.210449
	Iteration 51Q: 3 clusters Score -2811822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2811842.000000 Penalty: 4953.210449
	Iteration 52Q: 3 clusters Score -2811842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2811850.750000 Penalty: 4953.210449
	Iteration 53Q: 3 clusters Score -2811851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2811856.250000 Penalty: 4953.210449
	Iteration 54Q: 3 clusters Score -2811856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2811857.250000 Penalty: 4953.210449
	Iteration 55Q: 3 clusters Score -2811857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2811860.500000 Penalty: 4953.210449
	Iteration 56Q: 3 clusters Score -2811860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2811871.500000 Penalty: 4953.210449
	Iteration 57Q: 3 clusters Score -2811872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2811878.000000 Penalty: 4953.210449
	Iteration 58Q: 3 clusters Score -2811878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2811885.500000 Penalty: 4953.210449
	Iteration 59Q: 3 clusters Score -2811886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2811894.500000 Penalty: 4953.210449
	Iteration 60F: 3 clusters Score -2811894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2811907.500000 Penalty: 4953.210449
	Iteration 61Q: 3 clusters Score -2811908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2811905.250000 Penalty: 4953.210449
	Iteration 62Q: 3 clusters Score -2811905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2811904.750000 Penalty: 4953.210449
	Iteration 63Q: 3 clusters Score -2811905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2811909.750000 Penalty: 4953.210449
	Iteration 64Q: 3 clusters Score -2811910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2811916.500000 Penalty: 4953.210449
	Iteration 65Q: 3 clusters Score -2811916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2811916.750000 Penalty: 4953.210449
	Iteration 66Q: 3 clusters Score -2811917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2811921.750000 Penalty: 4953.210449
	Iteration 67Q: 3 clusters Score -2811922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2811931.000000 Penalty: 4953.210449
	Iteration 68Q: 3 clusters Score -2811931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2811927.000000 Penalty: 4953.210449
	Iteration 69Q: 3 clusters Score -2811927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2811926.250000 Penalty: 4953.210449
	Iteration 70Q: 3 clusters Score -2811926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2811926.750000 Penalty: 4953.210449
	Iteration 71Q: 3 clusters Score -2811927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2811929.250000 Penalty: 4953.210449
	Iteration 72Q: 3 clusters Score -2811929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2811929.500000 Penalty: 4953.210449
	Iteration 73Q: 3 clusters Score -2811930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2811935.000000 Penalty: 4953.210449
	Iteration 74Q: 3 clusters Score -2811935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2811938.000000 Penalty: 4953.210449
	Iteration 75Q: 3 clusters Score -2811938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2811942.250000 Penalty: 4953.210449
	Iteration 76Q: 3 clusters Score -2811942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2811939.250000 Penalty: 4953.210449
	Iteration 77Q: 3 clusters Score -2811939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2811945.000000 Penalty: 4953.210449
	Iteration 78Q: 3 clusters Score -2811945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2811947.000000 Penalty: 4953.210449
	Iteration 79Q: 3 clusters Score -2811947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2811946.250000 Penalty: 4953.210449
	Iteration 80F: 3 clusters Score -2811946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2811951.750000 Penalty: 4953.210449
	Iteration 81Q: 3 clusters Score -2811952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2811956.750000 Penalty: 4953.210449
	Iteration 82Q: 3 clusters Score -2811957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2811964.250000 Penalty: 4953.210449
	Iteration 83Q: 3 clusters Score -2811964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2811967.750000 Penalty: 4953.210449
	Iteration 84Q: 3 clusters Score -2811968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2811968.500000 Penalty: 4953.210449
	Iteration 85Q: 3 clusters Score -2811968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2811968.250000 Penalty: 4953.210449
	Iteration 86Q: 3 clusters Score -2811968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2811972.500000 Penalty: 4953.210449
	Iteration 87Q: 3 clusters Score -2811972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2811971.250000 Penalty: 4953.210449
	Iteration 88Q: 3 clusters Score -2811971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2811971.250000 Penalty: 4953.210449
	Iteration 89F: 3 clusters Score -2811971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1547213.000000 Penalty: 2345.927734
	Iteration 0F: 2 clusters Score -1547213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1537736.500000 Penalty: 4691.855469
	Iteration 0F: 3 clusters Score -1537736 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1540734.750000 Penalty: 4691.855469
	Iteration 1F: 3 clusters Score -1540735 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1541294.625000 Penalty: 4691.855469
	Iteration 2F: 3 clusters Score -1541295 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1541722.750000 Penalty: 4691.855469
	Iteration 3F: 3 clusters Score -1541723 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1542012.375000 Penalty: 4691.855469
	Iteration 4F: 3 clusters Score -1542012 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1542235.250000 Penalty: 4691.855469
	Iteration 5Q: 3 clusters Score -1542235 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1542445.875000 Penalty: 4691.855469
	Iteration 6Q: 3 clusters Score -1542446 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1542701.375000 Penalty: 4691.855469
	Iteration 7Q: 3 clusters Score -1542701 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1542994.000000 Penalty: 4691.855469
	Iteration 8Q: 3 clusters Score -1542994 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1543403.000000 Penalty: 4691.855469
	Iteration 9Q: 3 clusters Score -1543403 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1543902.500000 Penalty: 4691.855469
	Iteration 10F: 3 clusters Score -1543902 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1544467.000000 Penalty: 4691.855469
	Iteration 11F: 3 clusters Score -1544467 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1545000.125000 Penalty: 4691.855469
	Iteration 12Q: 3 clusters Score -1545000 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1545438.250000 Penalty: 4691.855469
	Iteration 13Q: 3 clusters Score -1545438 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1545776.250000 Penalty: 4691.855469
	Iteration 14Q: 3 clusters Score -1545776 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1546024.250000 Penalty: 4691.855469
	Iteration 15Q: 3 clusters Score -1546024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1546201.625000 Penalty: 4691.855469
	Iteration 16Q: 3 clusters Score -1546202 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1546323.750000 Penalty: 4691.855469
	Iteration 17Q: 3 clusters Score -1546324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1546402.125000 Penalty: 4691.855469
	Iteration 18Q: 3 clusters Score -1546402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1546458.750000 Penalty: 4691.855469
	Iteration 19Q: 3 clusters Score -1546459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1546488.125000 Penalty: 4691.855469
	Iteration 20F: 3 clusters Score -1546488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1546516.375000 Penalty: 4691.855469
	Iteration 21Q: 3 clusters Score -1546516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1546530.500000 Penalty: 4691.855469
	Iteration 22Q: 3 clusters Score -1546530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1546554.000000 Penalty: 4691.855469
	Iteration 23Q: 3 clusters Score -1546554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1546568.000000 Penalty: 4691.855469
	Iteration 24Q: 3 clusters Score -1546568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1546576.625000 Penalty: 4691.855469
	Iteration 25Q: 3 clusters Score -1546577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1546585.250000 Penalty: 4691.855469
	Iteration 26Q: 3 clusters Score -1546585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1546588.875000 Penalty: 4691.855469
	Iteration 27Q: 3 clusters Score -1546589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1546599.500000 Penalty: 4691.855469
	Iteration 28Q: 3 clusters Score -1546600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1546600.125000 Penalty: 4691.855469
	Iteration 29Q: 3 clusters Score -1546600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1546604.625000 Penalty: 4691.855469
	Iteration 30Q: 3 clusters Score -1546605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1546606.625000 Penalty: 4691.855469
	Iteration 31Q: 3 clusters Score -1546607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1546606.625000 Penalty: 4691.855469
	Iteration 32F: 3 clusters Score -1546607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -164000.468750 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -164000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161811.468750 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -161811.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162171.609375 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -162171.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162249.328125 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -162249.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162285.015625 Penalty: 3580.215820
	Iteration 3Q: 3 clusters Score -162285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162308.703125 Penalty: 3580.215820
	Iteration 4Q: 3 clusters Score -162308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162329.609375 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -162329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162347.359375 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -162347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162361.437500 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -162361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -162368.453125 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -162368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162373.046875 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -162373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162377.000000 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -162377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162377.671875 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -162377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162379.937500 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -162379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162380.281250 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -162380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162380.281250 Penalty: 3580.215820
	Iteration 14F: 3 clusters Score -162380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Entering Unmasked Estep 
Score: -6566197.000000 Penalty: 2687.495361
	Iteration 0F: 2 clusters Score -6566197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6531973.000000 Penalty: 5374.990723
	Iteration 0F: 3 clusters Score -6531973 nChanged 23566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6545224.500000 Penalty: 5374.990723
	Iteration 1F: 3 clusters Score -6545224 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6545965.500000 Penalty: 5374.990723
	Iteration 2Q: 3 clusters Score -6545966 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -6546881.000000 Penalty: 5374.990723
	Iteration 3Q: 3 clusters Score -6546881 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -6548186.000000 Penalty: 5374.990723
	Iteration 4F: 3 clusters Score -6548186 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -6550186.500000 Penalty: 5374.990723
	Iteration 5F: 3 clusters Score -6550186 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -6552973.500000 Penalty: 5374.990723
	Iteration 6F: 3 clusters Score -6552974 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6556385.500000 Penalty: 5374.990723
	Iteration 7F: 3 clusters Score -6556386 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6559616.500000 Penalty: 5374.990723
	Iteration 8F: 3 clusters Score -6559616 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6561855.000000 Penalty: 5374.990723
	Iteration 9Q: 3 clusters Score -6561855 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6562898.500000 Penalty: 5374.990723
	Iteration 10Q: 3 clusters Score -6562898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6563364.000000 Penalty: 5374.990723
	Iteration 11Q: 3 clusters Score -6563364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6563583.500000 Penalty: 5374.990723
	Iteration 12Q: 3 clusters Score -6563584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6563682.000000 Penalty: 5374.990723
	Iteration 13Q: 3 clusters Score -6563682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6563721.000000 Penalty: 5374.990723
	Iteration 14Q: 3 clusters Score -6563721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6563752.000000 Penalty: 5374.990723
	Iteration 15Q: 3 clusters Score -6563752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6563779.000000 Penalty: 5374.990723
	Iteration 16Q: 3 clusters Score -6563779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6563785.500000 Penalty: 5374.990723
	Iteration 17Q: 3 clusters Score -6563786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6563799.000000 Penalty: 5374.990723
	Iteration 18Q: 3 clusters Score -6563799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6563816.000000 Penalty: 5374.990723
	Iteration 19Q: 3 clusters Score -6563816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6563827.000000 Penalty: 5374.990723
	Iteration 20F: 3 clusters Score -6563827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6563836.500000 Penalty: 5374.990723
	Iteration 21Q: 3 clusters Score -6563836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6563850.000000 Penalty: 5374.990723
	Iteration 22Q: 3 clusters Score -6563850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6563864.000000 Penalty: 5374.990723
	Iteration 23Q: 3 clusters Score -6563864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6563872.500000 Penalty: 5374.990723
	Iteration 24Q: 3 clusters Score -6563872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6563881.500000 Penalty: 5374.990723
	Iteration 25Q: 3 clusters Score -6563882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6563877.500000 Penalty: 5374.990723
	Iteration 26Q: 3 clusters Score -6563878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6563881.000000 Penalty: 5374.990723
	Iteration 27Q: 3 clusters Score -6563881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6563881.000000 Penalty: 5374.990723
	Iteration 28F: 3 clusters Score -6563881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Entering Unmasked Estep 
Score: -21541388.000000 Penalty: 2984.969727
	Iteration 0F: 2 clusters Score -2.154139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -21432368.000000 Penalty: 5969.939453
	Iteration 0F: 3 clusters Score -2.143237e+07 nChanged 80509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -21479500.000000 Penalty: 5969.939453
	Iteration 1F: 3 clusters Score -2.14795e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -21481282.000000 Penalty: 5969.939453
	Iteration 2Q: 3 clusters Score -2.148128e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -21484096.000000 Penalty: 5969.939453
	Iteration 3Q: 3 clusters Score -2.14841e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -21488448.000000 Penalty: 5969.939453
	Iteration 4Q: 3 clusters Score -2.148845e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -21495440.000000 Penalty: 5969.939453
	Iteration 5F: 3 clusters Score -2.149544e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -21504938.000000 Penalty: 5969.939453
	Iteration 6F: 3 clusters Score -2.150494e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 134424 members 
Entering Unmasked Estep 
Score: -21515554.000000 Penalty: 5969.939453
	Iteration 7F: 3 clusters Score -2.151555e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -21524120.000000 Penalty: 5969.939453
	Iteration 8F: 3 clusters Score -2.152412e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -21530086.000000 Penalty: 5969.939453
	Iteration 9Q: 3 clusters Score -2.153009e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -21533442.000000 Penalty: 5969.939453
	Iteration 10Q: 3 clusters Score -2.153344e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -21535568.000000 Penalty: 5969.939453
	Iteration 11Q: 3 clusters Score -2.153557e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -21536866.000000 Penalty: 5969.939453
	Iteration 12Q: 3 clusters Score -2.153687e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -21537530.000000 Penalty: 5969.939453
	Iteration 13Q: 3 clusters Score -2.153753e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -21538096.000000 Penalty: 5969.939453
	Iteration 14Q: 3 clusters Score -2.15381e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -21538402.000000 Penalty: 5969.939453
	Iteration 15Q: 3 clusters Score -2.15384e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 162522 members 
Entering Unmasked Estep 
Score: -21538706.000000 Penalty: 5969.939453
	Iteration 16Q: 3 clusters Score -2.153871e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -21538860.000000 Penalty: 5969.939453
	Iteration 17Q: 3 clusters Score -2.153886e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -21539018.000000 Penalty: 5969.939453
	Iteration 18Q: 3 clusters Score -2.153902e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -21539054.000000 Penalty: 5969.939453
	Iteration 19Q: 3 clusters Score -2.153905e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -21539112.000000 Penalty: 5969.939453
	Iteration 20F: 3 clusters Score -2.153911e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -21539132.000000 Penalty: 5969.939453
	Iteration 21Q: 3 clusters Score -2.153913e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -21539192.000000 Penalty: 5969.939453
	Iteration 22Q: 3 clusters Score -2.153919e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -21539188.000000 Penalty: 5969.939453
	Iteration 23Q: 3 clusters Score -2.153919e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -21539230.000000 Penalty: 5969.939453
	Iteration 24Q: 3 clusters Score -2.153923e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -21539258.000000 Penalty: 5969.939453
	Iteration 25Q: 3 clusters Score -2.153926e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -21539270.000000 Penalty: 5969.939453
	Iteration 26Q: 3 clusters Score -2.153927e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -21539294.000000 Penalty: 5969.939453
	Iteration 27Q: 3 clusters Score -2.153929e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -21539304.000000 Penalty: 5969.939453
	Iteration 28Q: 3 clusters Score -2.15393e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -21539324.000000 Penalty: 5969.939453
	Iteration 29Q: 3 clusters Score -2.153932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -21539376.000000 Penalty: 5969.939453
	Iteration 30Q: 3 clusters Score -2.153938e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -21539398.000000 Penalty: 5969.939453
	Iteration 31Q: 3 clusters Score -2.15394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -21539416.000000 Penalty: 5969.939453
	Iteration 32Q: 3 clusters Score -2.153942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -21539432.000000 Penalty: 5969.939453
	Iteration 33Q: 3 clusters Score -2.153943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 165266 members 
Entering Unmasked Estep 
Score: -21539430.000000 Penalty: 5969.939453
	Iteration 34Q: 3 clusters Score -2.153943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -21539414.000000 Penalty: 5969.939453
	Iteration 35Q: 3 clusters Score -2.153941e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -21539444.000000 Penalty: 5969.939453
	Iteration 36Q: 3 clusters Score -2.153944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 165388 members 
Entering Unmasked Estep 
Score: -21539468.000000 Penalty: 5969.939453
	Iteration 37Q: 3 clusters Score -2.153947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -21539478.000000 Penalty: 5969.939453
	Iteration 38Q: 3 clusters Score -2.153948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 165453 members 
Entering Unmasked Estep 
Score: -21539474.000000 Penalty: 5969.939453
	Iteration 39Q: 3 clusters Score -2.153947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -21539492.000000 Penalty: 5969.939453
	Iteration 40F: 3 clusters Score -2.153949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -21539510.000000 Penalty: 5969.939453
	Iteration 41Q: 3 clusters Score -2.153951e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -21539516.000000 Penalty: 5969.939453
	Iteration 42Q: 3 clusters Score -2.153952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -21539524.000000 Penalty: 5969.939453
	Iteration 43Q: 3 clusters Score -2.153952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -21539504.000000 Penalty: 5969.939453
	Iteration 44Q: 3 clusters Score -2.15395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -21539498.000000 Penalty: 5969.939453
	Iteration 45Q: 3 clusters Score -2.15395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 5969.939453
	Iteration 46Q: 3 clusters Score -2.153952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -21539504.000000 Penalty: 5969.939453
	Iteration 47Q: 3 clusters Score -2.15395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 165685 members 
Entering Unmasked Estep 
Score: -21539506.000000 Penalty: 5969.939453
	Iteration 48Q: 3 clusters Score -2.153951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -21539506.000000 Penalty: 5969.939453
	Iteration 49Q: 3 clusters Score -2.153951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -21539512.000000 Penalty: 5969.939453
	Iteration 50Q: 3 clusters Score -2.153951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -21539502.000000 Penalty: 5969.939453
	Iteration 51Q: 3 clusters Score -2.15395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 5969.939453
	Iteration 52Q: 3 clusters Score -2.153952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -21539514.000000 Penalty: 5969.939453
	Iteration 53Q: 3 clusters Score -2.153951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 165752 members 
Entering Unmasked Estep 
Score: -21539524.000000 Penalty: 5969.939453
	Iteration 54Q: 3 clusters Score -2.153952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 5969.939453
	Iteration 55Q: 3 clusters Score -2.153952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -21539518.000000 Penalty: 5969.939453
	Iteration 56Q: 3 clusters Score -2.153952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -21539498.000000 Penalty: 5969.939453
	Iteration 57Q: 3 clusters Score -2.15395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
Score: -21539510.000000 Penalty: 5969.939453
	Iteration 58Q: 3 clusters Score -2.153951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -21539514.000000 Penalty: 5969.939453
	Iteration 59Q: 3 clusters Score -2.153951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 165790 members 
Entering Unmasked Estep 
Score: -21539522.000000 Penalty: 5969.939453
	Iteration 60F: 3 clusters Score -2.153952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -21539518.000000 Penalty: 5969.939453
	Iteration 61Q: 3 clusters Score -2.153952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -21539516.000000 Penalty: 5969.939453
	Iteration 62Q: 3 clusters Score -2.153952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -21539518.000000 Penalty: 5969.939453
	Iteration 63Q: 3 clusters Score -2.153952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -21539538.000000 Penalty: 5969.939453
	Iteration 64Q: 3 clusters Score -2.153954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -21539532.000000 Penalty: 5969.939453
	Iteration 65Q: 3 clusters Score -2.153953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -21539536.000000 Penalty: 5969.939453
	Iteration 66Q: 3 clusters Score -2.153954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -21539540.000000 Penalty: 5969.939453
	Iteration 67Q: 3 clusters Score -2.153954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -21539540.000000 Penalty: 5969.939453
	Iteration 68Q: 3 clusters Score -2.153954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 165833 members 
Entering Unmasked Estep 
Score: -21539530.000000 Penalty: 5969.939453
	Iteration 69Q: 3 clusters Score -2.153953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 165837 members 
Entering Unmasked Estep 
Score: -21539510.000000 Penalty: 5969.939453
	Iteration 70Q: 3 clusters Score -2.153951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -21539518.000000 Penalty: 5969.939453
	Iteration 71Q: 3 clusters Score -2.153952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 165842 members 
Entering Unmasked Estep 
Score: -21539528.000000 Penalty: 5969.939453
	Iteration 72Q: 3 clusters Score -2.153953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 5969.939453
	Iteration 73Q: 3 clusters Score -2.153952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -21539520.000000 Penalty: 5969.939453
	Iteration 74F: 3 clusters Score -2.153952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Entering Unmasked Estep 
Score: -5002978.500000 Penalty: 2619.014160
	Iteration 0F: 2 clusters Score -5002978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4976585.500000 Penalty: 5238.028320
	Iteration 0F: 3 clusters Score -4976586 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4986504.500000 Penalty: 5238.028320
	Iteration 1F: 3 clusters Score -4986504 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4987052.000000 Penalty: 5238.028320
	Iteration 2Q: 3 clusters Score -4987052 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4987591.500000 Penalty: 5238.028320
	Iteration 3Q: 3 clusters Score -4987592 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4988185.000000 Penalty: 5238.028320
	Iteration 4Q: 3 clusters Score -4988185 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4988981.000000 Penalty: 5238.028320
	Iteration 5Q: 3 clusters Score -4988981 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4990049.500000 Penalty: 5238.028320
	Iteration 6F: 3 clusters Score -4990050 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4991605.000000 Penalty: 5238.028320
	Iteration 7F: 3 clusters Score -4991605 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4993618.000000 Penalty: 5238.028320
	Iteration 8F: 3 clusters Score -4993618 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4995720.500000 Penalty: 5238.028320
	Iteration 9F: 3 clusters Score -4995720 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4997587.000000 Penalty: 5238.028320
	Iteration 10Q: 3 clusters Score -4997587 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4998765.500000 Penalty: 5238.028320
	Iteration 11Q: 3 clusters Score -4998766 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4999388.500000 Penalty: 5238.028320
	Iteration 12Q: 3 clusters Score -4999388 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4999645.500000 Penalty: 5238.028320
	Iteration 13Q: 3 clusters Score -4999646 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4999813.500000 Penalty: 5238.028320
	Iteration 14Q: 3 clusters Score -4999814 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4999924.500000 Penalty: 5238.028320
	Iteration 15Q: 3 clusters Score -4999924 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5000027.500000 Penalty: 5238.028320
	Iteration 16Q: 3 clusters Score -5000028 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5000141.500000 Penalty: 5238.028320
	Iteration 17Q: 3 clusters Score -5000142 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5000223.500000 Penalty: 5238.028320
	Iteration 18Q: 3 clusters Score -5000224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5000298.500000 Penalty: 5238.028320
	Iteration 19Q: 3 clusters Score -5000298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5000344.500000 Penalty: 5238.028320
	Iteration 20F: 3 clusters Score -5000344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5000376.000000 Penalty: 5238.028320
	Iteration 21Q: 3 clusters Score -5000376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5000408.000000 Penalty: 5238.028320
	Iteration 22Q: 3 clusters Score -5000408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -5000423.000000 Penalty: 5238.028320
	Iteration 23Q: 3 clusters Score -5000423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5000432.500000 Penalty: 5238.028320
	Iteration 24Q: 3 clusters Score -5000432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5000433.500000 Penalty: 5238.028320
	Iteration 25Q: 3 clusters Score -5000434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5000436.500000 Penalty: 5238.028320
	Iteration 26Q: 3 clusters Score -5000436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5000453.500000 Penalty: 5238.028320
	Iteration 27Q: 3 clusters Score -5000454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5000463.000000 Penalty: 5238.028320
	Iteration 28Q: 3 clusters Score -5000463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -5000477.500000 Penalty: 5238.028320
	Iteration 29Q: 3 clusters Score -5000478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5000489.500000 Penalty: 5238.028320
	Iteration 30Q: 3 clusters Score -5000490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5000504.500000 Penalty: 5238.028320
	Iteration 31Q: 3 clusters Score -5000504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5000519.500000 Penalty: 5238.028320
	Iteration 32Q: 3 clusters Score -5000520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -5000545.500000 Penalty: 5238.028320
	Iteration 33Q: 3 clusters Score -5000546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5000550.000000 Penalty: 5238.028320
	Iteration 34Q: 3 clusters Score -5000550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5000564.500000 Penalty: 5238.028320
	Iteration 35Q: 3 clusters Score -5000564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -5000572.000000 Penalty: 5238.028320
	Iteration 36Q: 3 clusters Score -5000572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -5000581.500000 Penalty: 5238.028320
	Iteration 37Q: 3 clusters Score -5000582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5000584.500000 Penalty: 5238.028320
	Iteration 38Q: 3 clusters Score -5000584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5000594.000000 Penalty: 5238.028320
	Iteration 39Q: 3 clusters Score -5000594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5000601.500000 Penalty: 5238.028320
	Iteration 40F: 3 clusters Score -5000602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5000607.500000 Penalty: 5238.028320
	Iteration 41Q: 3 clusters Score -5000608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5000614.000000 Penalty: 5238.028320
	Iteration 42Q: 3 clusters Score -5000614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5000617.000000 Penalty: 5238.028320
	Iteration 43Q: 3 clusters Score -5000617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5000634.000000 Penalty: 5238.028320
	Iteration 44Q: 3 clusters Score -5000634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5000628.500000 Penalty: 5238.028320
	Iteration 45Q: 3 clusters Score -5000628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5000642.500000 Penalty: 5238.028320
	Iteration 46Q: 3 clusters Score -5000642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -5000641.000000 Penalty: 5238.028320
	Iteration 47Q: 3 clusters Score -5000641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5000652.500000 Penalty: 5238.028320
	Iteration 48Q: 3 clusters Score -5000652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5000649.500000 Penalty: 5238.028320
	Iteration 49Q: 3 clusters Score -5000650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5000647.000000 Penalty: 5238.028320
	Iteration 50Q: 3 clusters Score -5000647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5000642.000000 Penalty: 5238.028320
	Iteration 51Q: 3 clusters Score -5000642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -5000651.000000 Penalty: 5238.028320
	Iteration 52Q: 3 clusters Score -5000651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -5000643.500000 Penalty: 5238.028320
	Iteration 53Q: 3 clusters Score -5000644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5000654.000000 Penalty: 5238.028320
	Iteration 54Q: 3 clusters Score -5000654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5000657.500000 Penalty: 5238.028320
	Iteration 55Q: 3 clusters Score -5000658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5000659.500000 Penalty: 5238.028320
	Iteration 56Q: 3 clusters Score -5000660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5000659.500000 Penalty: 5238.028320
	Iteration 57F: 3 clusters Score -5000660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -270802.312500 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -270802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -268084.406250 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -268084.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -268558.406250 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -268558.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268674.843750 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -268674.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -268753.968750 Penalty: 3810.053955
	Iteration 3Q: 3 clusters Score -268754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268801.843750 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -268801.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -268828.593750 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -268828.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268845.281250 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -268845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268858.937500 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -268858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268871.750000 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -268871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268882.187500 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -268882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -268888.781250 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -268888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268894.843750 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -268894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268900.968750 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -268901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268907.937500 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -268907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268915.312500 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -268915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268922.156250 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -268922.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268928.968750 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -268929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268940.500000 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -268940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268945.406250 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -268945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268949.562500 Penalty: 3810.053955
	Iteration 19Q: 3 clusters Score -268949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268954.875000 Penalty: 3810.053955
	Iteration 20F: 3 clusters Score -268954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268959.843750 Penalty: 3810.053955
	Iteration 21Q: 3 clusters Score -268959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268963.531250 Penalty: 3810.053955
	Iteration 22Q: 3 clusters Score -268963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268969.875000 Penalty: 3810.053955
	Iteration 23Q: 3 clusters Score -268969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268975.312500 Penalty: 3810.053955
	Iteration 24Q: 3 clusters Score -268975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268982.468750 Penalty: 3810.053955
	Iteration 25Q: 3 clusters Score -268982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268988.343750 Penalty: 3810.053955
	Iteration 26Q: 3 clusters Score -268988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268991.906250 Penalty: 3810.053955
	Iteration 27Q: 3 clusters Score -268991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268994.156250 Penalty: 3810.053955
	Iteration 28Q: 3 clusters Score -268994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268995.625000 Penalty: 3810.053955
	Iteration 29Q: 3 clusters Score -268995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268996.875000 Penalty: 3810.053955
	Iteration 30Q: 3 clusters Score -268996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268998.312500 Penalty: 3810.053955
	Iteration 31Q: 3 clusters Score -268998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269000.750000 Penalty: 3810.053955
	Iteration 32Q: 3 clusters Score -269000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269002.500000 Penalty: 3810.053955
	Iteration 33Q: 3 clusters Score -269002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269003.750000 Penalty: 3810.053955
	Iteration 34Q: 3 clusters Score -269003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269004.312500 Penalty: 3810.053955
	Iteration 35Q: 3 clusters Score -269004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269004.968750 Penalty: 3810.053955
	Iteration 36Q: 3 clusters Score -269005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269005.781250 Penalty: 3810.053955
	Iteration 37Q: 3 clusters Score -269005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269005.906250 Penalty: 3810.053955
	Iteration 38Q: 3 clusters Score -269005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269007.031250 Penalty: 3810.053955
	Iteration 39Q: 3 clusters Score -269007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269008.062500 Penalty: 3810.053955
	Iteration 40F: 3 clusters Score -269008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269009.250000 Penalty: 3810.053955
	Iteration 41Q: 3 clusters Score -269009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269012.093750 Penalty: 3810.053955
	Iteration 42Q: 3 clusters Score -269012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269013.125000 Penalty: 3810.053955
	Iteration 43Q: 3 clusters Score -269013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269013.468750 Penalty: 3810.053955
	Iteration 44Q: 3 clusters Score -269013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -269013.875000 Penalty: 3810.053955
	Iteration 45Q: 3 clusters Score -269013.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -269013.875000 Penalty: 3810.053955
	Iteration 46F: 3 clusters Score -269013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Entering Unmasked Estep 
Score: -1538094.625000 Penalty: 2330.925293
	Iteration 0F: 2 clusters Score -1538095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1528963.000000 Penalty: 4661.850586
	Iteration 0F: 3 clusters Score -1528963 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1531699.625000 Penalty: 4661.850586
	Iteration 1F: 3 clusters Score -1531700 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1532050.875000 Penalty: 4661.850586
	Iteration 2F: 3 clusters Score -1532051 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1532320.625000 Penalty: 4661.850586
	Iteration 3F: 3 clusters Score -1532321 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1532542.875000 Penalty: 4661.850586
	Iteration 4Q: 3 clusters Score -1532543 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1532720.000000 Penalty: 4661.850586
	Iteration 5Q: 3 clusters Score -1532720 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1532896.625000 Penalty: 4661.850586
	Iteration 6Q: 3 clusters Score -1532897 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1533112.750000 Penalty: 4661.850586
	Iteration 7Q: 3 clusters Score -1533113 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1533385.000000 Penalty: 4661.850586
	Iteration 8Q: 3 clusters Score -1533385 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1533729.125000 Penalty: 4661.850586
	Iteration 9Q: 3 clusters Score -1533729 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1534167.875000 Penalty: 4661.850586
	Iteration 10F: 3 clusters Score -1534168 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1534688.000000 Penalty: 4661.850586
	Iteration 11F: 3 clusters Score -1534688 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1535234.750000 Penalty: 4661.850586
	Iteration 12F: 3 clusters Score -1535235 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1535653.000000 Penalty: 4661.850586
	Iteration 13Q: 3 clusters Score -1535653 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1536031.375000 Penalty: 4661.850586
	Iteration 14Q: 3 clusters Score -1536031 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1536279.250000 Penalty: 4661.850586
	Iteration 15Q: 3 clusters Score -1536279 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1536444.125000 Penalty: 4661.850586
	Iteration 16Q: 3 clusters Score -1536444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1536526.500000 Penalty: 4661.850586
	Iteration 17Q: 3 clusters Score -1536526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1536571.875000 Penalty: 4661.850586
	Iteration 18Q: 3 clusters Score -1536572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1536591.250000 Penalty: 4661.850586
	Iteration 19Q: 3 clusters Score -1536591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1536612.500000 Penalty: 4661.850586
	Iteration 20F: 3 clusters Score -1536612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1536631.250000 Penalty: 4661.850586
	Iteration 21Q: 3 clusters Score -1536631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1536647.250000 Penalty: 4661.850586
	Iteration 22Q: 3 clusters Score -1536647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1536653.500000 Penalty: 4661.850586
	Iteration 23Q: 3 clusters Score -1536654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1536662.375000 Penalty: 4661.850586
	Iteration 24Q: 3 clusters Score -1536662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1536671.625000 Penalty: 4661.850586
	Iteration 25Q: 3 clusters Score -1536672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1536673.000000 Penalty: 4661.850586
	Iteration 26Q: 3 clusters Score -1536673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1536680.000000 Penalty: 4661.850586
	Iteration 27Q: 3 clusters Score -1536680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1536684.125000 Penalty: 4661.850586
	Iteration 28Q: 3 clusters Score -1536684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1536688.375000 Penalty: 4661.850586
	Iteration 29Q: 3 clusters Score -1536688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1536687.500000 Penalty: 4661.850586
	Iteration 30Q: 3 clusters Score -1536688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1536686.875000 Penalty: 4661.850586
	Iteration 31Q: 3 clusters Score -1536687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1536687.250000 Penalty: 4661.850586
	Iteration 32Q: 3 clusters Score -1536687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1536688.625000 Penalty: 4661.850586
	Iteration 33Q: 3 clusters Score -1536689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1536690.375000 Penalty: 4661.850586
	Iteration 34Q: 3 clusters Score -1536690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1536688.750000 Penalty: 4661.850586
	Iteration 35Q: 3 clusters Score -1536689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1536688.875000 Penalty: 4661.850586
	Iteration 36Q: 3 clusters Score -1536689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1536691.625000 Penalty: 4661.850586
	Iteration 37Q: 3 clusters Score -1536692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1536692.750000 Penalty: 4661.850586
	Iteration 38Q: 3 clusters Score -1536693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1536694.500000 Penalty: 4661.850586
	Iteration 39Q: 3 clusters Score -1536694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1536694.750000 Penalty: 4661.850586
	Iteration 40F: 3 clusters Score -1536695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1536693.000000 Penalty: 4661.850586
	Iteration 41Q: 3 clusters Score -1536693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1536692.250000 Penalty: 4661.850586
	Iteration 42Q: 3 clusters Score -1536692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1536696.750000 Penalty: 4661.850586
	Iteration 43Q: 3 clusters Score -1536697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1536693.125000 Penalty: 4661.850586
	Iteration 44Q: 3 clusters Score -1536693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1536693.750000 Penalty: 4661.850586
	Iteration 45Q: 3 clusters Score -1536694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1536693.750000 Penalty: 4661.850586
	Iteration 46F: 3 clusters Score -1536694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (276805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276805 members 
Entering Unmasked Estep 
Score: -35224840.000000 Penalty: 3107.705078
	Iteration 0F: 2 clusters Score -3.522484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -35055388.000000 Penalty: 6215.410156
	Iteration 0F: 3 clusters Score -3.505539e+07 nChanged 133880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130386 members 
Mstep: Class 2 contains 146419 members 
Entering Unmasked Estep 
Score: -35135068.000000 Penalty: 6215.410156
	Iteration 1F: 3 clusters Score -3.513507e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125322 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -35137020.000000 Penalty: 6215.410156
	Iteration 2Q: 3 clusters Score -3.513702e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -35140072.000000 Penalty: 6215.410156
	Iteration 3Q: 3 clusters Score -3.514007e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 171581 members 
Entering Unmasked Estep 
Score: -35145424.000000 Penalty: 6215.410156
	Iteration 4Q: 3 clusters Score -3.514542e+07 nChanged 18153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 189190 members 
Entering Unmasked Estep 
Score: -35155548.000000 Penalty: 6215.410156
	Iteration 5F: 3 clusters Score -3.515555e+07 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 212380 members 
Entering Unmasked Estep 
Score: -35170872.000000 Penalty: 6215.410156
	Iteration 6F: 3 clusters Score -3.517087e+07 nChanged 24760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 237016 members 
Entering Unmasked Estep 
Score: -35190404.000000 Penalty: 6215.410156
	Iteration 7F: 3 clusters Score -3.51904e+07 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 256276 members 
Entering Unmasked Estep 
Score: -35205804.000000 Penalty: 6215.410156
	Iteration 8F: 3 clusters Score -3.52058e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 266922 members 
Entering Unmasked Estep 
Score: -35213912.000000 Penalty: 6215.410156
	Iteration 9Q: 3 clusters Score -3.521391e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 271556 members 
Entering Unmasked Estep 
Score: -35218124.000000 Penalty: 6215.410156
	Iteration 10Q: 3 clusters Score -3.521812e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 273446 members 
Entering Unmasked Estep 
Score: -35219888.000000 Penalty: 6215.410156
	Iteration 11Q: 3 clusters Score -3.521989e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 274245 members 
Entering Unmasked Estep 
Score: -35220784.000000 Penalty: 6215.410156
	Iteration 12Q: 3 clusters Score -3.522078e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 274658 members 
Entering Unmasked Estep 
Score: -35221364.000000 Penalty: 6215.410156
	Iteration 13Q: 3 clusters Score -3.522136e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 274861 members 
Entering Unmasked Estep 
Score: -35221612.000000 Penalty: 6215.410156
	Iteration 14Q: 3 clusters Score -3.522161e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 274991 members 
Entering Unmasked Estep 
Score: -35221700.000000 Penalty: 6215.410156
	Iteration 15Q: 3 clusters Score -3.52217e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 275078 members 
Entering Unmasked Estep 
Score: -35221796.000000 Penalty: 6215.410156
	Iteration 16Q: 3 clusters Score -3.52218e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 275141 members 
Entering Unmasked Estep 
Score: -35221868.000000 Penalty: 6215.410156
	Iteration 17Q: 3 clusters Score -3.522187e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 275195 members 
Entering Unmasked Estep 
Score: -35221952.000000 Penalty: 6215.410156
	Iteration 18Q: 3 clusters Score -3.522195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 275232 members 
Entering Unmasked Estep 
Score: -35221996.000000 Penalty: 6215.410156
	Iteration 19Q: 3 clusters Score -3.5222e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 275261 members 
Entering Unmasked Estep 
Score: -35222048.000000 Penalty: 6215.410156
	Iteration 20F: 3 clusters Score -3.522205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 275285 members 
Entering Unmasked Estep 
Score: -35222068.000000 Penalty: 6215.410156
	Iteration 21Q: 3 clusters Score -3.522207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 275300 members 
Entering Unmasked Estep 
Score: -35222048.000000 Penalty: 6215.410156
	Iteration 22Q: 3 clusters Score -3.522205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 275313 members 
Entering Unmasked Estep 
Score: -35222048.000000 Penalty: 6215.410156
	Iteration 23Q: 3 clusters Score -3.522205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 275321 members 
Entering Unmasked Estep 
Score: -35222052.000000 Penalty: 6215.410156
	Iteration 24Q: 3 clusters Score -3.522205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 275328 members 
Entering Unmasked Estep 
Score: -35222068.000000 Penalty: 6215.410156
	Iteration 25Q: 3 clusters Score -3.522207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 275334 members 
Entering Unmasked Estep 
Score: -35222056.000000 Penalty: 6215.410156
	Iteration 26Q: 3 clusters Score -3.522206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 275342 members 
Entering Unmasked Estep 
Score: -35222072.000000 Penalty: 6215.410156
	Iteration 27Q: 3 clusters Score -3.522207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 275347 members 
Entering Unmasked Estep 
Score: -35222052.000000 Penalty: 6215.410156
	Iteration 28Q: 3 clusters Score -3.522205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 275351 members 
Entering Unmasked Estep 
Score: -35222076.000000 Penalty: 6215.410156
	Iteration 29Q: 3 clusters Score -3.522208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 275353 members 
Entering Unmasked Estep 
Score: -35222076.000000 Penalty: 6215.410156
	Iteration 30Q: 3 clusters Score -3.522208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 275351 members 
Entering Unmasked Estep 
Score: -35222068.000000 Penalty: 6215.410156
	Iteration 31Q: 3 clusters Score -3.522207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 275349 members 
Entering Unmasked Estep 
Score: -35222080.000000 Penalty: 6215.410156
	Iteration 32Q: 3 clusters Score -3.522208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 275354 members 
Entering Unmasked Estep 
Score: -35222092.000000 Penalty: 6215.410156
	Iteration 33Q: 3 clusters Score -3.522209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 275354 members 
Entering Unmasked Estep 
Score: -35222120.000000 Penalty: 6215.410156
	Iteration 34Q: 3 clusters Score -3.522212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 275353 members 
Entering Unmasked Estep 
Score: -35222108.000000 Penalty: 6215.410156
	Iteration 35Q: 3 clusters Score -3.522211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 275355 members 
Entering Unmasked Estep 
Score: -35222108.000000 Penalty: 6215.410156
	Iteration 36Q: 3 clusters Score -3.522211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 275359 members 
Entering Unmasked Estep 
Score: -35222116.000000 Penalty: 6215.410156
	Iteration 37Q: 3 clusters Score -3.522212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 275363 members 
Entering Unmasked Estep 
Score: -35222112.000000 Penalty: 6215.410156
	Iteration 38Q: 3 clusters Score -3.522211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 275370 members 
Entering Unmasked Estep 
Score: -35222132.000000 Penalty: 6215.410156
	Iteration 39Q: 3 clusters Score -3.522213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 275378 members 
Entering Unmasked Estep 
Score: -35222128.000000 Penalty: 6215.410156
	Iteration 40F: 3 clusters Score -3.522213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 275385 members 
Entering Unmasked Estep 
Score: -35222116.000000 Penalty: 6215.410156
	Iteration 41Q: 3 clusters Score -3.522212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 275387 members 
Entering Unmasked Estep 
Score: -35222132.000000 Penalty: 6215.410156
	Iteration 42Q: 3 clusters Score -3.522213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 275395 members 
Entering Unmasked Estep 
Score: -35222104.000000 Penalty: 6215.410156
	Iteration 43Q: 3 clusters Score -3.52221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 275398 members 
Entering Unmasked Estep 
Score: -35222108.000000 Penalty: 6215.410156
	Iteration 44Q: 3 clusters Score -3.522211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 275402 members 
Entering Unmasked Estep 
Score: -35222112.000000 Penalty: 6215.410156
	Iteration 45Q: 3 clusters Score -3.522211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 275406 members 
Entering Unmasked Estep 
Score: -35222140.000000 Penalty: 6215.410156
	Iteration 46Q: 3 clusters Score -3.522214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 275406 members 
Entering Unmasked Estep 
Score: -35222144.000000 Penalty: 6215.410156
	Iteration 47Q: 3 clusters Score -3.522214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 275408 members 
Entering Unmasked Estep 
Score: -35222132.000000 Penalty: 6215.410156
	Iteration 48Q: 3 clusters Score -3.522213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 275409 members 
Entering Unmasked Estep 
Score: -35222132.000000 Penalty: 6215.410156
	Iteration 49Q: 3 clusters Score -3.522213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 275416 members 
Entering Unmasked Estep 
Score: -35222164.000000 Penalty: 6215.410156
	Iteration 50Q: 3 clusters Score -3.522216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 275420 members 
Entering Unmasked Estep 
Score: -35222164.000000 Penalty: 6215.410156
	Iteration 51Q: 3 clusters Score -3.522216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 275426 members 
Entering Unmasked Estep 
Score: -35222176.000000 Penalty: 6215.410156
	Iteration 52Q: 3 clusters Score -3.522218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 275428 members 
Entering Unmasked Estep 
Score: -35222164.000000 Penalty: 6215.410156
	Iteration 53Q: 3 clusters Score -3.522216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 275427 members 
Entering Unmasked Estep 
Score: -35222164.000000 Penalty: 6215.410156
	Iteration 54Q: 3 clusters Score -3.522216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 275427 members 
Entering Unmasked Estep 
Score: -35222172.000000 Penalty: 6215.410156
	Iteration 55Q: 3 clusters Score -3.522217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 275426 members 
Entering Unmasked Estep 
Score: -35222196.000000 Penalty: 6215.410156
	Iteration 56Q: 3 clusters Score -3.52222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 275432 members 
Entering Unmasked Estep 
Score: -35222200.000000 Penalty: 6215.410156
	Iteration 57Q: 3 clusters Score -3.52222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 275441 members 
Entering Unmasked Estep 
Score: -35222212.000000 Penalty: 6215.410156
	Iteration 58Q: 3 clusters Score -3.522221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 275447 members 
Entering Unmasked Estep 
Score: -35222256.000000 Penalty: 6215.410156
	Iteration 59Q: 3 clusters Score -3.522226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 275450 members 
Entering Unmasked Estep 
Score: -35222260.000000 Penalty: 6215.410156
	Iteration 60F: 3 clusters Score -3.522226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 275451 members 
Entering Unmasked Estep 
Score: -35222248.000000 Penalty: 6215.410156
	Iteration 61Q: 3 clusters Score -3.522225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 275451 members 
Entering Unmasked Estep 
Score: -35222252.000000 Penalty: 6215.410156
	Iteration 62Q: 3 clusters Score -3.522225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 275455 members 
Entering Unmasked Estep 
Score: -35222244.000000 Penalty: 6215.410156
	Iteration 63Q: 3 clusters Score -3.522224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 275461 members 
Entering Unmasked Estep 
Score: -35222232.000000 Penalty: 6215.410156
	Iteration 64Q: 3 clusters Score -3.522223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 275460 members 
Entering Unmasked Estep 
Score: -35222248.000000 Penalty: 6215.410156
	Iteration 65Q: 3 clusters Score -3.522225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 275459 members 
Entering Unmasked Estep 
Score: -35222260.000000 Penalty: 6215.410156
	Iteration 66Q: 3 clusters Score -3.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 275458 members 
Entering Unmasked Estep 
Score: -35222260.000000 Penalty: 6215.410156
	Iteration 67Q: 3 clusters Score -3.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 275457 members 
Entering Unmasked Estep 
Score: -35222264.000000 Penalty: 6215.410156
	Iteration 68Q: 3 clusters Score -3.522226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 275454 members 
Entering Unmasked Estep 
Score: -35222256.000000 Penalty: 6215.410156
	Iteration 69Q: 3 clusters Score -3.522226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 275455 members 
Entering Unmasked Estep 
Score: -35222264.000000 Penalty: 6215.410156
	Iteration 70Q: 3 clusters Score -3.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 275456 members 
Entering Unmasked Estep 
Score: -35222256.000000 Penalty: 6215.410156
	Iteration 71Q: 3 clusters Score -3.522226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 275457 members 
Entering Unmasked Estep 
Score: -35222260.000000 Penalty: 6215.410156
	Iteration 72Q: 3 clusters Score -3.522226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 275457 members 
Entering Unmasked Estep 
Score: -35222260.000000 Penalty: 6215.410156
	Iteration 73F: 3 clusters Score -3.522226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -270814.093750 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -270814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -268075.250000 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -268075.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -268751.687500 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -268751.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269196.750000 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -269196.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -269649.218750 Penalty: 3835.472656
	Iteration 3F: 3 clusters Score -269649.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -270053.718750 Penalty: 3835.472656
	Iteration 4F: 3 clusters Score -270053.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -270334.718750 Penalty: 3835.472656
	Iteration 5F: 3 clusters Score -270334.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -270454.375000 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -270454.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -270519.781250 Penalty: 3835.472656
	Iteration 7Q: 3 clusters Score -270519.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -270555.937500 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -270555.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -270586.718750 Penalty: 3835.472656
	Iteration 9Q: 3 clusters Score -270586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -270600.031250 Penalty: 3835.472656
	Iteration 10Q: 3 clusters Score -270600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -270613.187500 Penalty: 3835.472656
	Iteration 11Q: 3 clusters Score -270613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -270618.593750 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -270618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -270625.718750 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -270625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -270625.718750 Penalty: 3835.472656
	Iteration 14F: 3 clusters Score -270625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -154883.906250 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -154883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152744.015625 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -152744 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153076.812500 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -153076.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153183.812500 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -153183.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153233.453125 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -153233.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153257.828125 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -153257.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153276.406250 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -153276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153286.578125 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -153286.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153295.578125 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -153295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153298.640625 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -153298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153300.828125 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -153300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153302.343750 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -153302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153305.125000 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -153305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153308.000000 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -153308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153308.468750 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -153308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153308.828125 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -153308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153310.562500 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -153310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153310.562500 Penalty: 3532.141357
	Iteration 16F: 3 clusters Score -153310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -11426.259766 Penalty: 1176.743164
	Iteration 0F: 2 clusters Score -11426.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10564.605469 Penalty: 2353.486328
	Iteration 0F: 3 clusters Score -10564.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12016 members 
Mstep: Class 7 contains 20223 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235033 members 
Mstep: Class 10 contains 32871 members 
Mstep: Class 11 contains 21727 members 
Mstep: Class 12 contains 12828 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 50852 members 
Mstep: Class 15 contains 168749 members 
Mstep: Class 16 contains 38582 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12075 members 
Mstep: Class 19 contains 276805 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061568.000000 Penalty: 74949.453125
Iteration 79Q: 23 clusters Score -1.160616e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 20234 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235051 members 
Mstep: Class 10 contains 32893 members 
Mstep: Class 11 contains 21725 members 
Mstep: Class 12 contains 12815 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 50920 members 
Mstep: Class 15 contains 168773 members 
Mstep: Class 16 contains 38598 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12068 members 
Mstep: Class 19 contains 276772 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061472.000000 Penalty: 74949.453125
Iteration 80F: 23 clusters Score -1.160615e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12060 members 
Mstep: Class 7 contains 20243 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235073 members 
Mstep: Class 10 contains 32917 members 
Mstep: Class 11 contains 21722 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 50989 members 
Mstep: Class 15 contains 168801 members 
Mstep: Class 16 contains 38623 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12047 members 
Mstep: Class 19 contains 276729 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061656.000000 Penalty: 74949.453125
Iteration 81Q: 23 clusters Score -1.160617e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 20252 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235083 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 21723 members 
Mstep: Class 12 contains 12794 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51058 members 
Mstep: Class 15 contains 168853 members 
Mstep: Class 16 contains 38640 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12035 members 
Mstep: Class 19 contains 276680 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061536.000000 Penalty: 74949.453125
Iteration 82Q: 23 clusters Score -1.160615e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 20266 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235090 members 
Mstep: Class 10 contains 32964 members 
Mstep: Class 11 contains 21732 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51124 members 
Mstep: Class 15 contains 168886 members 
Mstep: Class 16 contains 38652 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12027 members 
Mstep: Class 19 contains 276657 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061432.000000 Penalty: 74949.453125
Iteration 83Q: 23 clusters Score -1.160614e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12094 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 235103 members 
Mstep: Class 10 contains 32983 members 
Mstep: Class 11 contains 21736 members 
Mstep: Class 12 contains 12774 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51186 members 
Mstep: Class 15 contains 168919 members 
Mstep: Class 16 contains 38663 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 12024 members 
Mstep: Class 19 contains 276613 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061360.000000 Penalty: 74949.453125
Iteration 84Q: 23 clusters Score -1.160614e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 20284 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235125 members 
Mstep: Class 10 contains 32997 members 
Mstep: Class 11 contains 21743 members 
Mstep: Class 12 contains 12764 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51245 members 
Mstep: Class 15 contains 168954 members 
Mstep: Class 16 contains 38681 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 12019 members 
Mstep: Class 19 contains 276562 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061424.000000 Penalty: 74949.453125
Iteration 85Q: 23 clusters Score -1.160614e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12120 members 
Mstep: Class 7 contains 20290 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235151 members 
Mstep: Class 10 contains 33015 members 
Mstep: Class 11 contains 21748 members 
Mstep: Class 12 contains 12765 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51308 members 
Mstep: Class 15 contains 168982 members 
Mstep: Class 16 contains 38705 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 12007 members 
Mstep: Class 19 contains 276510 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061584.000000 Penalty: 74949.453125
Iteration 86Q: 23 clusters Score -1.160616e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 20300 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235169 members 
Mstep: Class 10 contains 33031 members 
Mstep: Class 11 contains 21754 members 
Mstep: Class 12 contains 12754 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51364 members 
Mstep: Class 15 contains 168997 members 
Mstep: Class 16 contains 38729 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 12005 members 
Mstep: Class 19 contains 276485 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061472.000000 Penalty: 74949.453125
Iteration 87Q: 23 clusters Score -1.160615e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12157 members 
Mstep: Class 7 contains 20306 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235197 members 
Mstep: Class 10 contains 33046 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 51429 members 
Mstep: Class 15 contains 169026 members 
Mstep: Class 16 contains 38754 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 276434 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061416.000000 Penalty: 74949.453125
Iteration 88Q: 23 clusters Score -1.160614e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12174 members 
Mstep: Class 7 contains 20315 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235205 members 
Mstep: Class 10 contains 33064 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 51485 members 
Mstep: Class 15 contains 169042 members 
Mstep: Class 16 contains 38781 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 11992 members 
Mstep: Class 19 contains 276402 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061448.000000 Penalty: 74949.453125
Iteration 89Q: 23 clusters Score -1.160614e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 7 contains 20321 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235217 members 
Mstep: Class 10 contains 33080 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 51528 members 
Mstep: Class 15 contains 169079 members 
Mstep: Class 16 contains 38797 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11989 members 
Mstep: Class 19 contains 276366 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061504.000000 Penalty: 74949.453125
Iteration 90Q: 23 clusters Score -1.160615e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235217 members 
Mstep: Class 10 contains 33096 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 51573 members 
Mstep: Class 15 contains 169128 members 
Mstep: Class 16 contains 38816 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 276328 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061544.000000 Penalty: 74949.453125
Iteration 91Q: 23 clusters Score -1.160615e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 20331 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235220 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 12704 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 51605 members 
Mstep: Class 15 contains 169169 members 
Mstep: Class 16 contains 38835 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 276307 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061552.000000 Penalty: 74949.453125
Iteration 92Q: 23 clusters Score -1.160616e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12218 members 
Mstep: Class 7 contains 20339 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235211 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 21774 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 51630 members 
Mstep: Class 15 contains 169189 members 
Mstep: Class 16 contains 38852 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 276319 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061528.000000 Penalty: 74949.453125
Iteration 93Q: 23 clusters Score -1.160615e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12223 members 
Mstep: Class 7 contains 20350 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235201 members 
Mstep: Class 10 contains 33160 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 51667 members 
Mstep: Class 15 contains 169198 members 
Mstep: Class 16 contains 38867 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 276328 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061288.000000 Penalty: 74949.453125
Iteration 94Q: 23 clusters Score -1.160613e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12229 members 
Mstep: Class 7 contains 20360 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235211 members 
Mstep: Class 10 contains 33177 members 
Mstep: Class 11 contains 21783 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 51701 members 
Mstep: Class 15 contains 169215 members 
Mstep: Class 16 contains 38875 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 276307 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061320.000000 Penalty: 74949.453125
Iteration 95Q: 23 clusters Score -1.160613e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 20370 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235217 members 
Mstep: Class 10 contains 33188 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 51726 members 
Mstep: Class 15 contains 169221 members 
Mstep: Class 16 contains 38899 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 276301 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061328.000000 Penalty: 74949.453125
Iteration 96Q: 23 clusters Score -1.160613e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12239 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235223 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 51748 members 
Mstep: Class 15 contains 169241 members 
Mstep: Class 16 contains 38909 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 276292 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061256.000000 Penalty: 74949.453125
Iteration 97Q: 23 clusters Score -1.160613e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12247 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235223 members 
Mstep: Class 10 contains 33214 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 51767 members 
Mstep: Class 15 contains 169266 members 
Mstep: Class 16 contains 38930 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11976 members 
Mstep: Class 19 contains 276291 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061216.000000 Penalty: 74949.453125
Iteration 98Q: 23 clusters Score -1.160612e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235225 members 
Mstep: Class 10 contains 33227 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 12692 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 51781 members 
Mstep: Class 15 contains 169294 members 
Mstep: Class 16 contains 38940 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11977 members 
Mstep: Class 19 contains 276275 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061392.000000 Penalty: 74949.453125
Iteration 99Q: 23 clusters Score -1.160614e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12257 members 
Mstep: Class 7 contains 20418 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235224 members 
Mstep: Class 10 contains 33233 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 12692 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 51798 members 
Mstep: Class 15 contains 169313 members 
Mstep: Class 16 contains 38949 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 276287 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061304.000000 Penalty: 74949.453125
Iteration 100F: 23 clusters Score -1.160613e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12261 members 
Mstep: Class 7 contains 20425 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235223 members 
Mstep: Class 10 contains 33240 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 12688 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 51818 members 
Mstep: Class 15 contains 169319 members 
Mstep: Class 16 contains 38956 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 276319 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061288.000000 Penalty: 74949.453125
Iteration 101Q: 23 clusters Score -1.160613e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12265 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235225 members 
Mstep: Class 10 contains 33250 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 12685 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 51844 members 
Mstep: Class 15 contains 169306 members 
Mstep: Class 16 contains 38963 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 276347 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061400.000000 Penalty: 74949.453125
Iteration 102Q: 23 clusters Score -1.160614e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235232 members 
Mstep: Class 10 contains 33263 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 51873 members 
Mstep: Class 15 contains 169292 members 
Mstep: Class 16 contains 38970 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 276373 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061376.000000 Penalty: 74949.453125
Iteration 103Q: 23 clusters Score -1.160614e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235242 members 
Mstep: Class 10 contains 33273 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 12678 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 51900 members 
Mstep: Class 15 contains 169293 members 
Mstep: Class 16 contains 38976 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 276371 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061472.000000 Penalty: 74949.453125
Iteration 104Q: 23 clusters Score -1.160615e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 20446 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235246 members 
Mstep: Class 10 contains 33284 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 12675 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 51924 members 
Mstep: Class 15 contains 169288 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11976 members 
Mstep: Class 19 contains 276394 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061504.000000 Penalty: 74949.453125
Iteration 105Q: 23 clusters Score -1.160615e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12282 members 
Mstep: Class 7 contains 20452 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235253 members 
Mstep: Class 10 contains 33301 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 12671 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 51948 members 
Mstep: Class 15 contains 169293 members 
Mstep: Class 16 contains 38990 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 276378 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061496.000000 Penalty: 74949.453125
Iteration 106Q: 23 clusters Score -1.160615e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12283 members 
Mstep: Class 7 contains 20458 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235259 members 
Mstep: Class 10 contains 33310 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 51971 members 
Mstep: Class 15 contains 169287 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 276382 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061480.000000 Penalty: 74949.453125
Iteration 107Q: 23 clusters Score -1.160615e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 20464 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235259 members 
Mstep: Class 10 contains 33316 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12670 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 51991 members 
Mstep: Class 15 contains 169274 members 
Mstep: Class 16 contains 39008 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 276392 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061336.000000 Penalty: 74949.453125
Iteration 108Q: 23 clusters Score -1.160613e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 20473 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235264 members 
Mstep: Class 10 contains 33321 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52006 members 
Mstep: Class 15 contains 169273 members 
Mstep: Class 16 contains 39019 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 276398 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061384.000000 Penalty: 74949.453125
Iteration 109Q: 23 clusters Score -1.160614e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12300 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235264 members 
Mstep: Class 10 contains 33327 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 12666 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52033 members 
Mstep: Class 15 contains 169278 members 
Mstep: Class 16 contains 39029 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 276393 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061360.000000 Penalty: 74949.453125
Iteration 110Q: 23 clusters Score -1.160614e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 20485 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235267 members 
Mstep: Class 10 contains 33331 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12663 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52065 members 
Mstep: Class 15 contains 169271 members 
Mstep: Class 16 contains 39042 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 276392 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061408.000000 Penalty: 74949.453125
Iteration 111Q: 23 clusters Score -1.160614e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12310 members 
Mstep: Class 7 contains 20493 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235272 members 
Mstep: Class 10 contains 33339 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52097 members 
Mstep: Class 15 contains 169264 members 
Mstep: Class 16 contains 39048 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 276387 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061456.000000 Penalty: 74949.453125
Iteration 112Q: 23 clusters Score -1.160615e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12310 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235279 members 
Mstep: Class 10 contains 33350 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52124 members 
Mstep: Class 15 contains 169257 members 
Mstep: Class 16 contains 39049 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 276391 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061440.000000 Penalty: 74949.453125
Iteration 113Q: 23 clusters Score -1.160614e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12314 members 
Mstep: Class 7 contains 20508 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235282 members 
Mstep: Class 10 contains 33360 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 12657 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52149 members 
Mstep: Class 15 contains 169239 members 
Mstep: Class 16 contains 39055 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 276398 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061552.000000 Penalty: 74949.453125
Iteration 114Q: 23 clusters Score -1.160616e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12320 members 
Mstep: Class 7 contains 20517 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235291 members 
Mstep: Class 10 contains 33361 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 12 contains 12657 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52162 members 
Mstep: Class 15 contains 169235 members 
Mstep: Class 16 contains 39057 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 276411 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061472.000000 Penalty: 74949.453125
Iteration 115Q: 23 clusters Score -1.160615e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12323 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235292 members 
Mstep: Class 10 contains 33366 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 12657 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52181 members 
Mstep: Class 15 contains 169222 members 
Mstep: Class 16 contains 39059 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 276424 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061464.000000 Penalty: 74949.453125
Iteration 116Q: 23 clusters Score -1.160615e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12324 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235291 members 
Mstep: Class 10 contains 33370 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52211 members 
Mstep: Class 15 contains 169210 members 
Mstep: Class 16 contains 39065 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 276419 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061488.000000 Penalty: 74949.453125
Iteration 117Q: 23 clusters Score -1.160615e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12327 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235293 members 
Mstep: Class 10 contains 33378 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12652 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52229 members 
Mstep: Class 15 contains 169195 members 
Mstep: Class 16 contains 39066 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 276439 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061408.000000 Penalty: 74949.453125
Iteration 118Q: 23 clusters Score -1.160614e+08 nChanged 134
Entering ConstructFrom: 
Score: -116061408.000000 Penalty: 74949.453125
Entering ConstructFrom: 
Trying to split cluster 1 (28234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Entering Unmasked Estep 
Score: -3590089.250000 Penalty: 2541.573975
	Iteration 0F: 2 clusters Score -3590089 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 14074 members 
Entering Unmasked Estep 
Score: -3570750.250000 Penalty: 5083.147949
	Iteration 0F: 3 clusters Score -3570750 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3577394.750000 Penalty: 5083.147949
	Iteration 1F: 3 clusters Score -3577395 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3577778.000000 Penalty: 5083.147949
	Iteration 2Q: 3 clusters Score -3577778 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3578091.500000 Penalty: 5083.147949
	Iteration 3Q: 3 clusters Score -3578092 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3578318.000000 Penalty: 5083.147949
	Iteration 4Q: 3 clusters Score -3578318 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3578542.750000 Penalty: 5083.147949
	Iteration 5Q: 3 clusters Score -3578543 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3578706.000000 Penalty: 5083.147949
	Iteration 6Q: 3 clusters Score -3578706 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3578883.250000 Penalty: 5083.147949
	Iteration 7Q: 3 clusters Score -3578883 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3579021.250000 Penalty: 5083.147949
	Iteration 8Q: 3 clusters Score -3579021 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3579183.250000 Penalty: 5083.147949
	Iteration 9Q: 3 clusters Score -3579183 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3579414.250000 Penalty: 5083.147949
	Iteration 10Q: 3 clusters Score -3579414 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3579721.750000 Penalty: 5083.147949
	Iteration 11Q: 3 clusters Score -3579722 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3580228.750000 Penalty: 5083.147949
	Iteration 12Q: 3 clusters Score -3580229 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3580973.750000 Penalty: 5083.147949
	Iteration 13Q: 3 clusters Score -3580974 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3582020.000000 Penalty: 5083.147949
	Iteration 14F: 3 clusters Score -3582020 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3583414.750000 Penalty: 5083.147949
	Iteration 15F: 3 clusters Score -3583415 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3584802.500000 Penalty: 5083.147949
	Iteration 16F: 3 clusters Score -3584802 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3586054.250000 Penalty: 5083.147949
	Iteration 17F: 3 clusters Score -3586054 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3586934.250000 Penalty: 5083.147949
	Iteration 18Q: 3 clusters Score -3586934 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3587431.000000 Penalty: 5083.147949
	Iteration 19Q: 3 clusters Score -3587431 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3587651.500000 Penalty: 5083.147949
	Iteration 20F: 3 clusters Score -3587652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3587755.000000 Penalty: 5083.147949
	Iteration 21Q: 3 clusters Score -3587755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3587795.000000 Penalty: 5083.147949
	Iteration 22Q: 3 clusters Score -3587795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3587817.500000 Penalty: 5083.147949
	Iteration 23Q: 3 clusters Score -3587818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3587837.500000 Penalty: 5083.147949
	Iteration 24Q: 3 clusters Score -3587838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3587842.750000 Penalty: 5083.147949
	Iteration 25Q: 3 clusters Score -3587843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3587845.250000 Penalty: 5083.147949
	Iteration 26Q: 3 clusters Score -3587845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3587848.750000 Penalty: 5083.147949
	Iteration 27Q: 3 clusters Score -3587849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3587849.250000 Penalty: 5083.147949
	Iteration 28Q: 3 clusters Score -3587849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3587849.250000 Penalty: 5083.147949
	Iteration 29F: 3 clusters Score -3587849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -141066.937500 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -141066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138985.359375 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -138985.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139400.734375 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -139400.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139721.171875 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -139721.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140216.828125 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -140216.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140622.437500 Penalty: 3509.601318
	Iteration 4F: 3 clusters Score -140622.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140768.390625 Penalty: 3509.601318
	Iteration 5F: 3 clusters Score -140768.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140877.187500 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -140877.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140993.500000 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -140993.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141082.140625 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -141082.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141172.171875 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -141172.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141251.203125 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -141251.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141381.437500 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -141381.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141493.937500 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -141493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141531.453125 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -141531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141532.578125 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -141532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141532.578125 Penalty: 3509.601318
	Iteration 15F: 3 clusters Score -141532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12336 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 235292 members 
Mstep: Class 10 contains 33388 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12647 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52235 members 
Mstep: Class 15 contains 169187 members 
Mstep: Class 16 contains 39067 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 276458 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
Score: -116060120.000000 Penalty: 78356.250000
Splitting cluster 2 changes total score from -116061408.000000 to -116060120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 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 148 members 
Entering Unmasked Estep 
Score: -28279.033203 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28279.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28356.728516 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28356.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28392.617188 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28392.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28406.640625 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28406.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28414.597656 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -28414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28414.597656 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -28414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -196663.609375 Penalty: 1825.463501
	Iteration 0F: 2 clusters Score -196663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194323.390625 Penalty: 3650.927002
	Iteration 0F: 3 clusters Score -194323.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194685.937500 Penalty: 3650.927002
	Iteration 1F: 3 clusters Score -194685.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -194788.937500 Penalty: 3650.927002
	Iteration 2F: 3 clusters Score -194788.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194848.265625 Penalty: 3650.927002
	Iteration 3Q: 3 clusters Score -194848.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194879.843750 Penalty: 3650.927002
	Iteration 4Q: 3 clusters Score -194879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194894.140625 Penalty: 3650.927002
	Iteration 5Q: 3 clusters Score -194894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194904.953125 Penalty: 3650.927002
	Iteration 6Q: 3 clusters Score -194905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194911.796875 Penalty: 3650.927002
	Iteration 7Q: 3 clusters Score -194911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194917.906250 Penalty: 3650.927002
	Iteration 8Q: 3 clusters Score -194917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -194923.937500 Penalty: 3650.927002
	Iteration 9Q: 3 clusters Score -194923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194928.406250 Penalty: 3650.927002
	Iteration 10Q: 3 clusters Score -194928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194935.140625 Penalty: 3650.927002
	Iteration 11Q: 3 clusters Score -194935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194943.281250 Penalty: 3650.927002
	Iteration 12Q: 3 clusters Score -194943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194950.906250 Penalty: 3650.927002
	Iteration 13Q: 3 clusters Score -194950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194957.421875 Penalty: 3650.927002
	Iteration 14Q: 3 clusters Score -194957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194961.218750 Penalty: 3650.927002
	Iteration 15Q: 3 clusters Score -194961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194965.890625 Penalty: 3650.927002
	Iteration 16Q: 3 clusters Score -194965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -194968.484375 Penalty: 3650.927002
	Iteration 17Q: 3 clusters Score -194968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194968.765625 Penalty: 3650.927002
	Iteration 18Q: 3 clusters Score -194968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194968.765625 Penalty: 3650.927002
	Iteration 19F: 3 clusters Score -194968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28692.033203 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28692.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28778.494141 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28778.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28799.810547 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28799.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28812.826172 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28812.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28816.126953 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28816.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28818.703125 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -28818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28822.208984 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -28822.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28829.025391 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -28829.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28836.630859 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -28836.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28841.699219 Penalty: 2760.002197
	Iteration 9Q: 3 clusters Score -28841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28841.699219 Penalty: 2760.002197
	Iteration 10F: 3 clusters Score -28841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -1604259.375000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -1604259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1595127.125000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -1595127 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1597875.500000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -1597876 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1598143.750000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -1598144 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1598329.375000 Penalty: 4672.457031
	Iteration 3Q: 3 clusters Score -1598329 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1598447.125000 Penalty: 4672.457031
	Iteration 4Q: 3 clusters Score -1598447 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1598534.375000 Penalty: 4672.457031
	Iteration 5Q: 3 clusters Score -1598534 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1598625.875000 Penalty: 4672.457031
	Iteration 6Q: 3 clusters Score -1598626 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1598718.125000 Penalty: 4672.457031
	Iteration 7Q: 3 clusters Score -1598718 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1598818.625000 Penalty: 4672.457031
	Iteration 8Q: 3 clusters Score -1598819 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1598936.875000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -1598937 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1599093.875000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -1599094 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1599301.625000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -1599302 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1599579.500000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -1599580 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1599931.875000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -1599932 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1600435.000000 Penalty: 4672.457031
	Iteration 14F: 3 clusters Score -1600435 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1600953.000000 Penalty: 4672.457031
	Iteration 15F: 3 clusters Score -1600953 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1601437.500000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -1601438 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1601763.000000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -1601763 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1601991.375000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -1601991 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1602134.500000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -1602134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1602223.000000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -1602223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1602274.750000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -1602275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1602312.375000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -1602312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1602331.125000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -1602331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1602345.125000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -1602345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1602352.250000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -1602352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1602364.250000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -1602364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1602370.375000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -1602370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1602378.750000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -1602379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1602383.000000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -1602383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1602389.375000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -1602389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1602395.875000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -1602396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1602396.625000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -1602397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1602401.750000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -1602402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1602405.750000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -1602406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1602408.125000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -1602408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1602407.500000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -1602408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1602409.625000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -1602410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1602413.375000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -1602413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1602417.500000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -1602418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1602419.125000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -1602419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1602419.750000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -1602420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1602422.500000 Penalty: 4672.457031
	Iteration 42Q: 3 clusters Score -1602422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1602422.125000 Penalty: 4672.457031
	Iteration 43Q: 3 clusters Score -1602422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1602422.125000 Penalty: 4672.457031
	Iteration 44F: 3 clusters Score -1602422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Entering Unmasked Estep 
Score: -2664787.750000 Penalty: 2462.720459
	Iteration 0F: 2 clusters Score -2664788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2650400.000000 Penalty: 4925.440918
	Iteration 0F: 3 clusters Score -2650400 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2655092.000000 Penalty: 4925.440918
	Iteration 1F: 3 clusters Score -2655092 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2655419.750000 Penalty: 4925.440918
	Iteration 2Q: 3 clusters Score -2655420 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2655704.250000 Penalty: 4925.440918
	Iteration 3Q: 3 clusters Score -2655704 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2655954.000000 Penalty: 4925.440918
	Iteration 4Q: 3 clusters Score -2655954 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2656191.250000 Penalty: 4925.440918
	Iteration 5Q: 3 clusters Score -2656191 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2656479.500000 Penalty: 4925.440918
	Iteration 6Q: 3 clusters Score -2656480 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2656846.750000 Penalty: 4925.440918
	Iteration 7Q: 3 clusters Score -2656847 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2657298.750000 Penalty: 4925.440918
	Iteration 8Q: 3 clusters Score -2657299 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2657837.250000 Penalty: 4925.440918
	Iteration 9Q: 3 clusters Score -2657837 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2658471.250000 Penalty: 4925.440918
	Iteration 10Q: 3 clusters Score -2658471 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2659150.250000 Penalty: 4925.440918
	Iteration 11Q: 3 clusters Score -2659150 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2659851.000000 Penalty: 4925.440918
	Iteration 12Q: 3 clusters Score -2659851 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2660478.750000 Penalty: 4925.440918
	Iteration 13Q: 3 clusters Score -2660479 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2660977.250000 Penalty: 4925.440918
	Iteration 14Q: 3 clusters Score -2660977 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2661367.500000 Penalty: 4925.440918
	Iteration 15Q: 3 clusters Score -2661368 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2661675.500000 Penalty: 4925.440918
	Iteration 16Q: 3 clusters Score -2661676 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2661903.250000 Penalty: 4925.440918
	Iteration 17Q: 3 clusters Score -2661903 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2662065.500000 Penalty: 4925.440918
	Iteration 18Q: 3 clusters Score -2662066 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2662187.500000 Penalty: 4925.440918
	Iteration 19Q: 3 clusters Score -2662188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2662283.750000 Penalty: 4925.440918
	Iteration 20F: 3 clusters Score -2662284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2662366.000000 Penalty: 4925.440918
	Iteration 21Q: 3 clusters Score -2662366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2662427.000000 Penalty: 4925.440918
	Iteration 22Q: 3 clusters Score -2662427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2662463.250000 Penalty: 4925.440918
	Iteration 23Q: 3 clusters Score -2662463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2662495.250000 Penalty: 4925.440918
	Iteration 24Q: 3 clusters Score -2662495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2662516.500000 Penalty: 4925.440918
	Iteration 25Q: 3 clusters Score -2662516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2662540.000000 Penalty: 4925.440918
	Iteration 26Q: 3 clusters Score -2662540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2662562.500000 Penalty: 4925.440918
	Iteration 27Q: 3 clusters Score -2662562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2662576.750000 Penalty: 4925.440918
	Iteration 28Q: 3 clusters Score -2662577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2662591.500000 Penalty: 4925.440918
	Iteration 29Q: 3 clusters Score -2662592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2662604.500000 Penalty: 4925.440918
	Iteration 30Q: 3 clusters Score -2662604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2662616.500000 Penalty: 4925.440918
	Iteration 31Q: 3 clusters Score -2662616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2662623.000000 Penalty: 4925.440918
	Iteration 32Q: 3 clusters Score -2662623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2662635.750000 Penalty: 4925.440918
	Iteration 33Q: 3 clusters Score -2662636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2662640.750000 Penalty: 4925.440918
	Iteration 34Q: 3 clusters Score -2662641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2662644.250000 Penalty: 4925.440918
	Iteration 35Q: 3 clusters Score -2662644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2662648.750000 Penalty: 4925.440918
	Iteration 36Q: 3 clusters Score -2662649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2662653.250000 Penalty: 4925.440918
	Iteration 37Q: 3 clusters Score -2662653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2662659.500000 Penalty: 4925.440918
	Iteration 38Q: 3 clusters Score -2662660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2662660.250000 Penalty: 4925.440918
	Iteration 39Q: 3 clusters Score -2662660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2662662.500000 Penalty: 4925.440918
	Iteration 40F: 3 clusters Score -2662662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2662665.500000 Penalty: 4925.440918
	Iteration 41Q: 3 clusters Score -2662666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2662666.500000 Penalty: 4925.440918
	Iteration 42Q: 3 clusters Score -2662666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2662671.250000 Penalty: 4925.440918
	Iteration 43Q: 3 clusters Score -2662671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2662672.750000 Penalty: 4925.440918
	Iteration 44Q: 3 clusters Score -2662673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2662673.000000 Penalty: 4925.440918
	Iteration 45Q: 3 clusters Score -2662673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2662673.000000 Penalty: 4925.440918
	Iteration 46F: 3 clusters Score -2662673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -111906.593750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -111906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110007.687500 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -110007.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110322.757812 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -110322.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110457.460938 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -110457.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110546.851562 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -110546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110637.187500 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -110637.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110729.226562 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -110729.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110839.632812 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -110839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110879.390625 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -110879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110916.039062 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -110916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110941.703125 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -110941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110964.968750 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -110965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110993.460938 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -110993.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111015.695312 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -111015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -111040.812500 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -111040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111076.531250 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -111076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111146.398438 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -111146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111205.343750 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -111205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111237.023438 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -111237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111249.648438 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -111249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111255.703125 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -111255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111268.617188 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -111268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111353.328125 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -111353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111645.562500 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -111645.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111670.890625 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -111670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111677.078125 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -111677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111677.617188 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -111677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111679.796875 Penalty: 3385.966553
	Iteration 26Q: 3 clusters Score -111679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111679.796875 Penalty: 3385.966553
	Iteration 27F: 3 clusters Score -111679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (235292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235292 members 
Entering Unmasked Estep 
Score: -30083266.000000 Penalty: 3067.408447
	Iteration 0F: 2 clusters Score -3.008327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -29983998.000000 Penalty: 6134.816895
	Iteration 0F: 3 clusters Score -2.9984e+07 nChanged 113329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -30051214.000000 Penalty: 6134.816895
	Iteration 1F: 3 clusters Score -3.005121e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
Score: -30052740.000000 Penalty: 6134.816895
	Iteration 2Q: 3 clusters Score -3.005274e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
Score: -30054338.000000 Penalty: 6134.816895
	Iteration 3Q: 3 clusters Score -3.005434e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -30056204.000000 Penalty: 6134.816895
	Iteration 4Q: 3 clusters Score -3.00562e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -30058480.000000 Penalty: 6134.816895
	Iteration 5Q: 3 clusters Score -3.005848e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -30061788.000000 Penalty: 6134.816895
	Iteration 6Q: 3 clusters Score -3.006179e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 128030 members 
Entering Unmasked Estep 
Score: -30065550.000000 Penalty: 6134.816895
	Iteration 7Q: 3 clusters Score -3.006555e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -30070136.000000 Penalty: 6134.816895
	Iteration 8Q: 3 clusters Score -3.007014e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -30076504.000000 Penalty: 6134.816895
	Iteration 9F: 3 clusters Score -3.00765e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 131197 members 
Entering Unmasked Estep 
Score: -30084500.000000 Penalty: 6134.816895
	Iteration 10F: 3 clusters Score -3.00845e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 130529 members 
Entering Unmasked Estep 
Score: -30091366.000000 Penalty: 6134.816895
	Iteration 11F: 3 clusters Score -3.009137e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -30095184.000000 Penalty: 6134.816895
	Iteration 12Q: 3 clusters Score -3.009518e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 128064 members 
Entering Unmasked Estep 
Score: -30096244.000000 Penalty: 6134.816895
	Iteration 13Q: 3 clusters Score -3.009624e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -30096494.000000 Penalty: 6134.816895
	Iteration 14Q: 3 clusters Score -3.009649e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -30096600.000000 Penalty: 6134.816895
	Iteration 15Q: 3 clusters Score -3.00966e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -30096646.000000 Penalty: 6134.816895
	Iteration 16Q: 3 clusters Score -3.009665e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 122097 members 
Entering Unmasked Estep 
Score: -30096960.000000 Penalty: 6134.816895
	Iteration 17Q: 3 clusters Score -3.009696e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3.00971e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3.00971e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -30097370.000000 Penalty: 6134.816895
	Iteration 20F: 3 clusters Score -3.009737e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -30097470.000000 Penalty: 6134.816895
	Iteration 21Q: 3 clusters Score -3.009747e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -30097864.000000 Penalty: 6134.816895
	Iteration 22Q: 3 clusters Score -3.009786e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -30098284.000000 Penalty: 6134.816895
	Iteration 23Q: 3 clusters Score -3.009828e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3.009877e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -30099188.000000 Penalty: 6134.816895
	Iteration 25Q: 3 clusters Score -3.009919e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -30099712.000000 Penalty: 6134.816895
	Iteration 26Q: 3 clusters Score -3.009971e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -30100124.000000 Penalty: 6134.816895
	Iteration 27Q: 3 clusters Score -3.010012e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -30100700.000000 Penalty: 6134.816895
	Iteration 28Q: 3 clusters Score -3.01007e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3.010097e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143927 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -30101100.000000 Penalty: 6134.816895
	Iteration 30Q: 3 clusters Score -3.01011e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -30101418.000000 Penalty: 6134.816895
	Iteration 31Q: 3 clusters Score -3.010142e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -30101858.000000 Penalty: 6134.816895
	Iteration 32Q: 3 clusters Score -3.010186e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -30102212.000000 Penalty: 6134.816895
	Iteration 33Q: 3 clusters Score -3.010221e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3.010245e+07 nChanged 2927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3.010263e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3.010261e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3.010267e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3.010279e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3.010296e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3.010299e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3.01032e+07 nChanged 2176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3.010335e+07 nChanged 2093
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3.010359e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3.010374e+07 nChanged 1862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3.010393e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3.010415e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3.010438e+07 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3.010462e+07 nChanged 1557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3.010488e+07 nChanged 1462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3.010524e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3.010549e+07 nChanged 1268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3.010569e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3.010569e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3.010583e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -30105996.000000 Penalty: 6134.816895
	Iteration 55Q: 3 clusters Score -3.0106e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3.01061e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3.010625e+07 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3.010629e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3.01064e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3.010644e+07 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3.010647e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3.010649e+07 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.010658e+07 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3.010663e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3.010669e+07 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3.010665e+07 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.010672e+07 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.010674e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -30106802.000000 Penalty: 6134.816895
	Iteration 69Q: 3 clusters Score -3.01068e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.010675e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.010678e+07 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.010682e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -30106848.000000 Penalty: 6134.816895
	Iteration 73Q: 3 clusters Score -3.010685e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.010681e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.010677e+07 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.010681e+07 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -30106842.000000 Penalty: 6134.816895
	Iteration 77Q: 3 clusters Score -3.010684e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.010685e+07 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.010685e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -30106840.000000 Penalty: 6134.816895
	Iteration 80F: 3 clusters Score -3.010684e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -30106836.000000 Penalty: 6134.816895
	Iteration 81Q: 3 clusters Score -3.010684e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.010682e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.01068e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.010679e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153316 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.010683e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.010681e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.010681e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.010683e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.010679e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.010678e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153602 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.010677e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.010677e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3.010678e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.010676e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.010678e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.010677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -30106792.000000 Penalty: 6134.816895
	Iteration 97Q: 3 clusters Score -3.010679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -30106800.000000 Penalty: 6134.816895
	Iteration 98Q: 3 clusters Score -3.01068e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -30106808.000000 Penalty: 6134.816895
	Iteration 99Q: 3 clusters Score -3.010681e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -30106806.000000 Penalty: 6134.816895
	Iteration 100F: 3 clusters Score -3.010681e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -30106798.000000 Penalty: 6134.816895
	Iteration 101Q: 3 clusters Score -3.01068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -30106824.000000 Penalty: 6134.816895
	Iteration 102Q: 3 clusters Score -3.010682e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -30106828.000000 Penalty: 6134.816895
	Iteration 103Q: 3 clusters Score -3.010683e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -30106864.000000 Penalty: 6134.816895
	Iteration 104Q: 3 clusters Score -3.010686e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -30106852.000000 Penalty: 6134.816895
	Iteration 105Q: 3 clusters Score -3.010685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -30106846.000000 Penalty: 6134.816895
	Iteration 106Q: 3 clusters Score -3.010685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -30106824.000000 Penalty: 6134.816895
	Iteration 107Q: 3 clusters Score -3.010682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154284 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -30106790.000000 Penalty: 6134.816895
	Iteration 108Q: 3 clusters Score -3.010679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -30106792.000000 Penalty: 6134.816895
	Iteration 109Q: 3 clusters Score -3.010679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -30106790.000000 Penalty: 6134.816895
	Iteration 110Q: 3 clusters Score -3.010679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -30106798.000000 Penalty: 6134.816895
	Iteration 111Q: 3 clusters Score -3.01068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -30106804.000000 Penalty: 6134.816895
	Iteration 112Q: 3 clusters Score -3.01068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -30106788.000000 Penalty: 6134.816895
	Iteration 113Q: 3 clusters Score -3.010679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -30106788.000000 Penalty: 6134.816895
	Iteration 114Q: 3 clusters Score -3.010679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -30106772.000000 Penalty: 6134.816895
	Iteration 115Q: 3 clusters Score -3.010677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -30106752.000000 Penalty: 6134.816895
	Iteration 116Q: 3 clusters Score -3.010675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -30106772.000000 Penalty: 6134.816895
	Iteration 117Q: 3 clusters Score -3.010677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -30106758.000000 Penalty: 6134.816895
	Iteration 118Q: 3 clusters Score -3.010676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -30106768.000000 Penalty: 6134.816895
	Iteration 119Q: 3 clusters Score -3.010677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -30106764.000000 Penalty: 6134.816895
	Iteration 120F: 3 clusters Score -3.010676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154421 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -30106762.000000 Penalty: 6134.816895
	Iteration 121Q: 3 clusters Score -3.010676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -30106782.000000 Penalty: 6134.816895
	Iteration 122Q: 3 clusters Score -3.010678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -30106792.000000 Penalty: 6134.816895
	Iteration 123Q: 3 clusters Score -3.010679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -30106780.000000 Penalty: 6134.816895
	Iteration 124Q: 3 clusters Score -3.010678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -30106758.000000 Penalty: 6134.816895
	Iteration 125Q: 3 clusters Score -3.010676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -30106786.000000 Penalty: 6134.816895
	Iteration 126Q: 3 clusters Score -3.010679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -30106766.000000 Penalty: 6134.816895
	Iteration 127Q: 3 clusters Score -3.010677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -30106792.000000 Penalty: 6134.816895
	Iteration 128Q: 3 clusters Score -3.010679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -30106794.000000 Penalty: 6134.816895
	Iteration 129Q: 3 clusters Score -3.010679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154495 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -30106804.000000 Penalty: 6134.816895
	Iteration 130Q: 3 clusters Score -3.01068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -30106770.000000 Penalty: 6134.816895
	Iteration 131Q: 3 clusters Score -3.010677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -30106782.000000 Penalty: 6134.816895
	Iteration 132Q: 3 clusters Score -3.010678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154517 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -30106792.000000 Penalty: 6134.816895
	Iteration 133Q: 3 clusters Score -3.010679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -30106796.000000 Penalty: 6134.816895
	Iteration 134Q: 3 clusters Score -3.01068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -30106766.000000 Penalty: 6134.816895
	Iteration 135Q: 3 clusters Score -3.010677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -30106754.000000 Penalty: 6134.816895
	Iteration 136Q: 3 clusters Score -3.010675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -30106762.000000 Penalty: 6134.816895
	Iteration 137Q: 3 clusters Score -3.010676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -30106748.000000 Penalty: 6134.816895
	Iteration 138Q: 3 clusters Score -3.010675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -30106754.000000 Penalty: 6134.816895
	Iteration 139Q: 3 clusters Score -3.010675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -30106742.000000 Penalty: 6134.816895
	Iteration 140F: 3 clusters Score -3.010674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -30106736.000000 Penalty: 6134.816895
	Iteration 141Q: 3 clusters Score -3.010674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -30106746.000000 Penalty: 6134.816895
	Iteration 142Q: 3 clusters Score -3.010675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -30106748.000000 Penalty: 6134.816895
	Iteration 143Q: 3 clusters Score -3.010675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -30106744.000000 Penalty: 6134.816895
	Iteration 144Q: 3 clusters Score -3.010674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -30106754.000000 Penalty: 6134.816895
	Iteration 145Q: 3 clusters Score -3.010675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -30106754.000000 Penalty: 6134.816895
	Iteration 146F: 3 clusters Score -3.010675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12336 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 154549 members 
Mstep: Class 10 contains 33388 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12647 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52235 members 
Mstep: Class 15 contains 169187 members 
Mstep: Class 16 contains 39067 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 276458 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Mstep: Class 23 contains 80743 members 
Entering Unmasked Estep 
Score: -116083480.000000 Penalty: 78356.250000
Splitting cluster 9 changes total score from -116061408.000000 to -116083480.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (33388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Entering Unmasked Estep 
Score: -4138806.750000 Penalty: 2583.156006
	Iteration 0F: 2 clusters Score -4138807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4116070.250000 Penalty: 5166.312012
	Iteration 0F: 3 clusters Score -4116070 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4124319.750000 Penalty: 5166.312012
	Iteration 1F: 3 clusters Score -4124320 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4124825.000000 Penalty: 5166.312012
	Iteration 2Q: 3 clusters Score -4124825 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4125289.500000 Penalty: 5166.312012
	Iteration 3Q: 3 clusters Score -4125290 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4125809.000000 Penalty: 5166.312012
	Iteration 4Q: 3 clusters Score -4125809 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4126303.250000 Penalty: 5166.312012
	Iteration 5Q: 3 clusters Score -4126303 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4126884.750000 Penalty: 5166.312012
	Iteration 6Q: 3 clusters Score -4126885 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4127586.750000 Penalty: 5166.312012
	Iteration 7Q: 3 clusters Score -4127587 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4128464.750000 Penalty: 5166.312012
	Iteration 8Q: 3 clusters Score -4128465 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4129572.000000 Penalty: 5166.312012
	Iteration 9F: 3 clusters Score -4129572 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4130809.750000 Penalty: 5166.312012
	Iteration 10F: 3 clusters Score -4130810 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4132275.750000 Penalty: 5166.312012
	Iteration 11F: 3 clusters Score -4132276 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4133697.750000 Penalty: 5166.312012
	Iteration 12F: 3 clusters Score -4133698 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4134827.750000 Penalty: 5166.312012
	Iteration 13Q: 3 clusters Score -4134828 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4135711.250000 Penalty: 5166.312012
	Iteration 14Q: 3 clusters Score -4135711 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4136221.250000 Penalty: 5166.312012
	Iteration 15Q: 3 clusters Score -4136221 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4136525.500000 Penalty: 5166.312012
	Iteration 16Q: 3 clusters Score -4136526 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4136690.000000 Penalty: 5166.312012
	Iteration 17Q: 3 clusters Score -4136690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4136769.000000 Penalty: 5166.312012
	Iteration 18Q: 3 clusters Score -4136769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4136821.250000 Penalty: 5166.312012
	Iteration 19Q: 3 clusters Score -4136821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4136832.500000 Penalty: 5166.312012
	Iteration 20F: 3 clusters Score -4136832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4136856.000000 Penalty: 5166.312012
	Iteration 21Q: 3 clusters Score -4136856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4136859.000000 Penalty: 5166.312012
	Iteration 22Q: 3 clusters Score -4136859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4136862.500000 Penalty: 5166.312012
	Iteration 23Q: 3 clusters Score -4136862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4136872.750000 Penalty: 5166.312012
	Iteration 24Q: 3 clusters Score -4136873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4136886.750000 Penalty: 5166.312012
	Iteration 25Q: 3 clusters Score -4136887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4136886.750000 Penalty: 5166.312012
	Iteration 26Q: 3 clusters Score -4136887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4136891.000000 Penalty: 5166.312012
	Iteration 27Q: 3 clusters Score -4136891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4136894.250000 Penalty: 5166.312012
	Iteration 28Q: 3 clusters Score -4136894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4136903.750000 Penalty: 5166.312012
	Iteration 29Q: 3 clusters Score -4136904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4136901.000000 Penalty: 5166.312012
	Iteration 30Q: 3 clusters Score -4136901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4136899.000000 Penalty: 5166.312012
	Iteration 31Q: 3 clusters Score -4136899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4136898.750000 Penalty: 5166.312012
	Iteration 32Q: 3 clusters Score -4136899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4136900.500000 Penalty: 5166.312012
	Iteration 33Q: 3 clusters Score -4136900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4136901.750000 Penalty: 5166.312012
	Iteration 34Q: 3 clusters Score -4136902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4136905.500000 Penalty: 5166.312012
	Iteration 35Q: 3 clusters Score -4136906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4136907.000000 Penalty: 5166.312012
	Iteration 36Q: 3 clusters Score -4136907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4136911.750000 Penalty: 5166.312012
	Iteration 37Q: 3 clusters Score -4136912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4136910.500000 Penalty: 5166.312012
	Iteration 38Q: 3 clusters Score -4136910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4136910.500000 Penalty: 5166.312012
	Iteration 39F: 3 clusters Score -4136910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Entering Unmasked Estep 
Score: -2821679.250000 Penalty: 2477.266357
	Iteration 0F: 2 clusters Score -2821679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2806392.000000 Penalty: 4954.532715
	Iteration 0F: 3 clusters Score -2806392 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2811588.750000 Penalty: 4954.532715
	Iteration 1F: 3 clusters Score -2811589 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2812124.000000 Penalty: 4954.532715
	Iteration 2F: 3 clusters Score -2812124 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2812666.750000 Penalty: 4954.532715
	Iteration 3F: 3 clusters Score -2812667 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2813181.500000 Penalty: 4954.532715
	Iteration 4Q: 3 clusters Score -2813182 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2813644.750000 Penalty: 4954.532715
	Iteration 5Q: 3 clusters Score -2813645 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2814136.250000 Penalty: 4954.532715
	Iteration 6Q: 3 clusters Score -2814136 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2814708.750000 Penalty: 4954.532715
	Iteration 7Q: 3 clusters Score -2814709 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2815287.000000 Penalty: 4954.532715
	Iteration 8Q: 3 clusters Score -2815287 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2815843.500000 Penalty: 4954.532715
	Iteration 9Q: 3 clusters Score -2815844 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2816407.500000 Penalty: 4954.532715
	Iteration 10Q: 3 clusters Score -2816408 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2816835.250000 Penalty: 4954.532715
	Iteration 11Q: 3 clusters Score -2816835 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2817068.750000 Penalty: 4954.532715
	Iteration 12Q: 3 clusters Score -2817069 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2817201.250000 Penalty: 4954.532715
	Iteration 13Q: 3 clusters Score -2817201 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2817306.250000 Penalty: 4954.532715
	Iteration 14Q: 3 clusters Score -2817306 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2817392.250000 Penalty: 4954.532715
	Iteration 15Q: 3 clusters Score -2817392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2817456.250000 Penalty: 4954.532715
	Iteration 16Q: 3 clusters Score -2817456 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2817528.000000 Penalty: 4954.532715
	Iteration 17Q: 3 clusters Score -2817528 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2817589.750000 Penalty: 4954.532715
	Iteration 18Q: 3 clusters Score -2817590 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2817639.250000 Penalty: 4954.532715
	Iteration 19Q: 3 clusters Score -2817639 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2817698.750000 Penalty: 4954.532715
	Iteration 20F: 3 clusters Score -2817699 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2817737.000000 Penalty: 4954.532715
	Iteration 21Q: 3 clusters Score -2817737 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2817776.250000 Penalty: 4954.532715
	Iteration 22Q: 3 clusters Score -2817776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2817810.750000 Penalty: 4954.532715
	Iteration 23Q: 3 clusters Score -2817811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2817848.250000 Penalty: 4954.532715
	Iteration 24Q: 3 clusters Score -2817848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2817887.000000 Penalty: 4954.532715
	Iteration 25Q: 3 clusters Score -2817887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2817937.750000 Penalty: 4954.532715
	Iteration 26Q: 3 clusters Score -2817938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2817969.500000 Penalty: 4954.532715
	Iteration 27Q: 3 clusters Score -2817970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2818023.000000 Penalty: 4954.532715
	Iteration 28Q: 3 clusters Score -2818023 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2818063.750000 Penalty: 4954.532715
	Iteration 29Q: 3 clusters Score -2818064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2818101.500000 Penalty: 4954.532715
	Iteration 30Q: 3 clusters Score -2818102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2818149.750000 Penalty: 4954.532715
	Iteration 31Q: 3 clusters Score -2818150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2818179.000000 Penalty: 4954.532715
	Iteration 32Q: 3 clusters Score -2818179 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2818218.500000 Penalty: 4954.532715
	Iteration 33Q: 3 clusters Score -2818218 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2818269.500000 Penalty: 4954.532715
	Iteration 34Q: 3 clusters Score -2818270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2818296.750000 Penalty: 4954.532715
	Iteration 35Q: 3 clusters Score -2818297 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2818337.500000 Penalty: 4954.532715
	Iteration 36Q: 3 clusters Score -2818338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2818365.500000 Penalty: 4954.532715
	Iteration 37Q: 3 clusters Score -2818366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2818399.000000 Penalty: 4954.532715
	Iteration 38Q: 3 clusters Score -2818399 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2818423.000000 Penalty: 4954.532715
	Iteration 39Q: 3 clusters Score -2818423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2818452.000000 Penalty: 4954.532715
	Iteration 40F: 3 clusters Score -2818452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2818489.500000 Penalty: 4954.532715
	Iteration 41Q: 3 clusters Score -2818490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2818520.000000 Penalty: 4954.532715
	Iteration 42Q: 3 clusters Score -2818520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2818546.250000 Penalty: 4954.532715
	Iteration 43Q: 3 clusters Score -2818546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2818553.750000 Penalty: 4954.532715
	Iteration 44Q: 3 clusters Score -2818554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2818577.000000 Penalty: 4954.532715
	Iteration 45Q: 3 clusters Score -2818577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2818598.250000 Penalty: 4954.532715
	Iteration 46Q: 3 clusters Score -2818598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2818630.250000 Penalty: 4954.532715
	Iteration 47Q: 3 clusters Score -2818630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2818667.000000 Penalty: 4954.532715
	Iteration 48Q: 3 clusters Score -2818667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2818709.250000 Penalty: 4954.532715
	Iteration 49Q: 3 clusters Score -2818709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2818748.500000 Penalty: 4954.532715
	Iteration 50Q: 3 clusters Score -2818748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2818777.250000 Penalty: 4954.532715
	Iteration 51Q: 3 clusters Score -2818777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2818817.000000 Penalty: 4954.532715
	Iteration 52Q: 3 clusters Score -2818817 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2818847.000000 Penalty: 4954.532715
	Iteration 53Q: 3 clusters Score -2818847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2818879.750000 Penalty: 4954.532715
	Iteration 54Q: 3 clusters Score -2818880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2818921.750000 Penalty: 4954.532715
	Iteration 55Q: 3 clusters Score -2818922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2818960.000000 Penalty: 4954.532715
	Iteration 56Q: 3 clusters Score -2818960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2818994.750000 Penalty: 4954.532715
	Iteration 57Q: 3 clusters Score -2818995 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2819026.000000 Penalty: 4954.532715
	Iteration 58Q: 3 clusters Score -2819026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2819051.750000 Penalty: 4954.532715
	Iteration 59Q: 3 clusters Score -2819052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2819066.250000 Penalty: 4954.532715
	Iteration 60F: 3 clusters Score -2819066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2819095.750000 Penalty: 4954.532715
	Iteration 61Q: 3 clusters Score -2819096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2819112.500000 Penalty: 4954.532715
	Iteration 62Q: 3 clusters Score -2819112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2819134.500000 Penalty: 4954.532715
	Iteration 63Q: 3 clusters Score -2819134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2819154.500000 Penalty: 4954.532715
	Iteration 64Q: 3 clusters Score -2819154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2819174.500000 Penalty: 4954.532715
	Iteration 65Q: 3 clusters Score -2819174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2819199.000000 Penalty: 4954.532715
	Iteration 66Q: 3 clusters Score -2819199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2819224.000000 Penalty: 4954.532715
	Iteration 67Q: 3 clusters Score -2819224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2819237.250000 Penalty: 4954.532715
	Iteration 68Q: 3 clusters Score -2819237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2819255.750000 Penalty: 4954.532715
	Iteration 69Q: 3 clusters Score -2819256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2819280.500000 Penalty: 4954.532715
	Iteration 70Q: 3 clusters Score -2819280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2819294.000000 Penalty: 4954.532715
	Iteration 71Q: 3 clusters Score -2819294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2819307.750000 Penalty: 4954.532715
	Iteration 72Q: 3 clusters Score -2819308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2819323.500000 Penalty: 4954.532715
	Iteration 73Q: 3 clusters Score -2819324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2819347.250000 Penalty: 4954.532715
	Iteration 74Q: 3 clusters Score -2819347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2819358.250000 Penalty: 4954.532715
	Iteration 75Q: 3 clusters Score -2819358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2819378.250000 Penalty: 4954.532715
	Iteration 76Q: 3 clusters Score -2819378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2819392.000000 Penalty: 4954.532715
	Iteration 77Q: 3 clusters Score -2819392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2819401.000000 Penalty: 4954.532715
	Iteration 78Q: 3 clusters Score -2819401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2819404.500000 Penalty: 4954.532715
	Iteration 79Q: 3 clusters Score -2819404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2819408.250000 Penalty: 4954.532715
	Iteration 80F: 3 clusters Score -2819408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2819414.250000 Penalty: 4954.532715
	Iteration 81Q: 3 clusters Score -2819414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2819412.000000 Penalty: 4954.532715
	Iteration 82Q: 3 clusters Score -2819412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2819420.250000 Penalty: 4954.532715
	Iteration 83Q: 3 clusters Score -2819420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2819424.250000 Penalty: 4954.532715
	Iteration 84Q: 3 clusters Score -2819424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2819435.500000 Penalty: 4954.532715
	Iteration 85Q: 3 clusters Score -2819436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2819438.250000 Penalty: 4954.532715
	Iteration 86Q: 3 clusters Score -2819438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2819451.500000 Penalty: 4954.532715
	Iteration 87Q: 3 clusters Score -2819452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2819457.250000 Penalty: 4954.532715
	Iteration 88Q: 3 clusters Score -2819457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2819460.250000 Penalty: 4954.532715
	Iteration 89Q: 3 clusters Score -2819460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2819463.250000 Penalty: 4954.532715
	Iteration 90Q: 3 clusters Score -2819463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2819469.500000 Penalty: 4954.532715
	Iteration 91Q: 3 clusters Score -2819470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2819465.750000 Penalty: 4954.532715
	Iteration 92Q: 3 clusters Score -2819466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2819476.750000 Penalty: 4954.532715
	Iteration 93Q: 3 clusters Score -2819477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2819482.500000 Penalty: 4954.532715
	Iteration 94Q: 3 clusters Score -2819482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2819486.250000 Penalty: 4954.532715
	Iteration 95Q: 3 clusters Score -2819486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2819487.000000 Penalty: 4954.532715
	Iteration 96Q: 3 clusters Score -2819487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2819494.000000 Penalty: 4954.532715
	Iteration 97Q: 3 clusters Score -2819494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2819495.750000 Penalty: 4954.532715
	Iteration 98Q: 3 clusters Score -2819496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2819501.000000 Penalty: 4954.532715
	Iteration 99Q: 3 clusters Score -2819501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2819505.250000 Penalty: 4954.532715
	Iteration 100F: 3 clusters Score -2819505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2819505.500000 Penalty: 4954.532715
	Iteration 101Q: 3 clusters Score -2819506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2819504.750000 Penalty: 4954.532715
	Iteration 102Q: 3 clusters Score -2819505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2819505.750000 Penalty: 4954.532715
	Iteration 103Q: 3 clusters Score -2819506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2819505.750000 Penalty: 4954.532715
	Iteration 104F: 3 clusters Score -2819506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1525399.000000 Penalty: 2342.403320
	Iteration 0F: 2 clusters Score -1525399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1516070.125000 Penalty: 4684.806641
	Iteration 0F: 3 clusters Score -1516070 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1519253.000000 Penalty: 4684.806641
	Iteration 1F: 3 clusters Score -1519253 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1519769.000000 Penalty: 4684.806641
	Iteration 2F: 3 clusters Score -1519769 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1520269.500000 Penalty: 4684.806641
	Iteration 3F: 3 clusters Score -1520270 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1520803.875000 Penalty: 4684.806641
	Iteration 4F: 3 clusters Score -1520804 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1521473.500000 Penalty: 4684.806641
	Iteration 5F: 3 clusters Score -1521474 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1522244.875000 Penalty: 4684.806641
	Iteration 6F: 3 clusters Score -1522245 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1523020.500000 Penalty: 4684.806641
	Iteration 7F: 3 clusters Score -1523020 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1523681.125000 Penalty: 4684.806641
	Iteration 8F: 3 clusters Score -1523681 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1524137.750000 Penalty: 4684.806641
	Iteration 9Q: 3 clusters Score -1524138 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1524412.750000 Penalty: 4684.806641
	Iteration 10Q: 3 clusters Score -1524413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1524523.875000 Penalty: 4684.806641
	Iteration 11Q: 3 clusters Score -1524524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1524585.500000 Penalty: 4684.806641
	Iteration 12Q: 3 clusters Score -1524586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1524625.750000 Penalty: 4684.806641
	Iteration 13Q: 3 clusters Score -1524626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1524656.750000 Penalty: 4684.806641
	Iteration 14Q: 3 clusters Score -1524657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1524685.250000 Penalty: 4684.806641
	Iteration 15Q: 3 clusters Score -1524685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1524706.750000 Penalty: 4684.806641
	Iteration 16Q: 3 clusters Score -1524707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1524726.000000 Penalty: 4684.806641
	Iteration 17Q: 3 clusters Score -1524726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1524734.750000 Penalty: 4684.806641
	Iteration 18Q: 3 clusters Score -1524735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1524742.750000 Penalty: 4684.806641
	Iteration 19Q: 3 clusters Score -1524743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1524743.750000 Penalty: 4684.806641
	Iteration 20F: 3 clusters Score -1524744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1524745.750000 Penalty: 4684.806641
	Iteration 21Q: 3 clusters Score -1524746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1524748.375000 Penalty: 4684.806641
	Iteration 22Q: 3 clusters Score -1524748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1524749.000000 Penalty: 4684.806641
	Iteration 23Q: 3 clusters Score -1524749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1524751.750000 Penalty: 4684.806641
	Iteration 24Q: 3 clusters Score -1524752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1524753.250000 Penalty: 4684.806641
	Iteration 25Q: 3 clusters Score -1524753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1524752.750000 Penalty: 4684.806641
	Iteration 26Q: 3 clusters Score -1524753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1524752.750000 Penalty: 4684.806641
	Iteration 27F: 3 clusters Score -1524753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166435.140625 Penalty: 1793.717896
	Iteration 0F: 2 clusters Score -166435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164229.890625 Penalty: 3587.435791
	Iteration 0F: 3 clusters Score -164229.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164578.515625 Penalty: 3587.435791
	Iteration 1F: 3 clusters Score -164578.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -164671.390625 Penalty: 3587.435791
	Iteration 2F: 3 clusters Score -164671.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164718.031250 Penalty: 3587.435791
	Iteration 3Q: 3 clusters Score -164718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164754.421875 Penalty: 3587.435791
	Iteration 4Q: 3 clusters Score -164754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164771.812500 Penalty: 3587.435791
	Iteration 5Q: 3 clusters Score -164771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -164791.718750 Penalty: 3587.435791
	Iteration 6Q: 3 clusters Score -164791.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -164810.015625 Penalty: 3587.435791
	Iteration 7Q: 3 clusters Score -164810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164819.984375 Penalty: 3587.435791
	Iteration 8Q: 3 clusters Score -164820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -164825.687500 Penalty: 3587.435791
	Iteration 9Q: 3 clusters Score -164825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164829.890625 Penalty: 3587.435791
	Iteration 10Q: 3 clusters Score -164829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164832.687500 Penalty: 3587.435791
	Iteration 11Q: 3 clusters Score -164832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -164837.250000 Penalty: 3587.435791
	Iteration 12Q: 3 clusters Score -164837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -164840.093750 Penalty: 3587.435791
	Iteration 13Q: 3 clusters Score -164840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -164841.406250 Penalty: 3587.435791
	Iteration 14Q: 3 clusters Score -164841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164846.484375 Penalty: 3587.435791
	Iteration 15Q: 3 clusters Score -164846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -164850.406250 Penalty: 3587.435791
	Iteration 16Q: 3 clusters Score -164850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164850.984375 Penalty: 3587.435791
	Iteration 17Q: 3 clusters Score -164851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164852.437500 Penalty: 3587.435791
	Iteration 18Q: 3 clusters Score -164852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164852.890625 Penalty: 3587.435791
	Iteration 19Q: 3 clusters Score -164852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164852.890625 Penalty: 3587.435791
	Iteration 20F: 3 clusters Score -164852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Entering Unmasked Estep 
Score: -6742999.000000 Penalty: 2694.150146
	Iteration 0F: 2 clusters Score -6742999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6707640.500000 Penalty: 5388.300293
	Iteration 0F: 3 clusters Score -6707640 nChanged 24299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6721030.000000 Penalty: 5388.300293
	Iteration 1F: 3 clusters Score -6721030 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -6721677.000000 Penalty: 5388.300293
	Iteration 2Q: 3 clusters Score -6721677 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6722241.500000 Penalty: 5388.300293
	Iteration 3Q: 3 clusters Score -6722242 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -6723031.000000 Penalty: 5388.300293
	Iteration 4Q: 3 clusters Score -6723031 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -6724079.000000 Penalty: 5388.300293
	Iteration 5Q: 3 clusters Score -6724079 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -6725571.000000 Penalty: 5388.300293
	Iteration 6F: 3 clusters Score -6725571 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6727718.000000 Penalty: 5388.300293
	Iteration 7F: 3 clusters Score -6727718 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -6730233.500000 Penalty: 5388.300293
	Iteration 8F: 3 clusters Score -6730234 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -6732819.500000 Penalty: 5388.300293
	Iteration 9F: 3 clusters Score -6732820 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6735064.000000 Penalty: 5388.300293
	Iteration 10F: 3 clusters Score -6735064 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -6736847.500000 Penalty: 5388.300293
	Iteration 11Q: 3 clusters Score -6736848 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -6738133.500000 Penalty: 5388.300293
	Iteration 12Q: 3 clusters Score -6738134 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6739050.500000 Penalty: 5388.300293
	Iteration 13Q: 3 clusters Score -6739050 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6739616.500000 Penalty: 5388.300293
	Iteration 14Q: 3 clusters Score -6739616 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6739942.000000 Penalty: 5388.300293
	Iteration 15Q: 3 clusters Score -6739942 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6740161.500000 Penalty: 5388.300293
	Iteration 16Q: 3 clusters Score -6740162 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6740332.000000 Penalty: 5388.300293
	Iteration 17Q: 3 clusters Score -6740332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6740417.000000 Penalty: 5388.300293
	Iteration 18Q: 3 clusters Score -6740417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6740462.500000 Penalty: 5388.300293
	Iteration 19Q: 3 clusters Score -6740462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6740524.500000 Penalty: 5388.300293
	Iteration 20F: 3 clusters Score -6740524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6740559.500000 Penalty: 5388.300293
	Iteration 21Q: 3 clusters Score -6740560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6740562.500000 Penalty: 5388.300293
	Iteration 22Q: 3 clusters Score -6740562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6740572.500000 Penalty: 5388.300293
	Iteration 23Q: 3 clusters Score -6740572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6740594.000000 Penalty: 5388.300293
	Iteration 24Q: 3 clusters Score -6740594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6740621.500000 Penalty: 5388.300293
	Iteration 25Q: 3 clusters Score -6740622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6740640.500000 Penalty: 5388.300293
	Iteration 26Q: 3 clusters Score -6740640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6740656.000000 Penalty: 5388.300293
	Iteration 27Q: 3 clusters Score -6740656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6740670.500000 Penalty: 5388.300293
	Iteration 28Q: 3 clusters Score -6740670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6740673.000000 Penalty: 5388.300293
	Iteration 29Q: 3 clusters Score -6740673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6740681.500000 Penalty: 5388.300293
	Iteration 30Q: 3 clusters Score -6740682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6740688.500000 Penalty: 5388.300293
	Iteration 31Q: 3 clusters Score -6740688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6740687.500000 Penalty: 5388.300293
	Iteration 32Q: 3 clusters Score -6740688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6740692.000000 Penalty: 5388.300293
	Iteration 33Q: 3 clusters Score -6740692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6740690.000000 Penalty: 5388.300293
	Iteration 34Q: 3 clusters Score -6740690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6740695.500000 Penalty: 5388.300293
	Iteration 35Q: 3 clusters Score -6740696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6740692.000000 Penalty: 5388.300293
	Iteration 36Q: 3 clusters Score -6740692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6740688.500000 Penalty: 5388.300293
	Iteration 37Q: 3 clusters Score -6740688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6740693.500000 Penalty: 5388.300293
	Iteration 38Q: 3 clusters Score -6740694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6740691.500000 Penalty: 5388.300293
	Iteration 39Q: 3 clusters Score -6740692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6740701.500000 Penalty: 5388.300293
	Iteration 40F: 3 clusters Score -6740702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6740695.000000 Penalty: 5388.300293
	Iteration 41Q: 3 clusters Score -6740695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6740697.500000 Penalty: 5388.300293
	Iteration 42Q: 3 clusters Score -6740698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6740697.500000 Penalty: 5388.300293
	Iteration 43F: 3 clusters Score -6740698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Entering Unmasked Estep 
Score: -21597832.000000 Penalty: 2985.612549
	Iteration 0F: 2 clusters Score -2.159783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -21488160.000000 Penalty: 5971.225098
	Iteration 0F: 3 clusters Score -2.148816e+07 nChanged 80781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -21535946.000000 Penalty: 5971.225098
	Iteration 1F: 3 clusters Score -2.153595e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -21538396.000000 Penalty: 5971.225098
	Iteration 2Q: 3 clusters Score -2.15384e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -21541760.000000 Penalty: 5971.225098
	Iteration 3Q: 3 clusters Score -2.154176e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -21546550.000000 Penalty: 5971.225098
	Iteration 4F: 3 clusters Score -2.154655e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -21553002.000000 Penalty: 5971.225098
	Iteration 5F: 3 clusters Score -2.1553e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -21560852.000000 Penalty: 5971.225098
	Iteration 6F: 3 clusters Score -2.156085e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -21569308.000000 Penalty: 5971.225098
	Iteration 7F: 3 clusters Score -2.156931e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -21578134.000000 Penalty: 5971.225098
	Iteration 8F: 3 clusters Score -2.157813e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -21585356.000000 Penalty: 5971.225098
	Iteration 9F: 3 clusters Score -2.158536e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -21590462.000000 Penalty: 5971.225098
	Iteration 10Q: 3 clusters Score -2.159046e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -21592952.000000 Penalty: 5971.225098
	Iteration 11Q: 3 clusters Score -2.159295e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -21594282.000000 Penalty: 5971.225098
	Iteration 12Q: 3 clusters Score -2.159428e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -21594752.000000 Penalty: 5971.225098
	Iteration 13Q: 3 clusters Score -2.159475e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 167814 members 
Entering Unmasked Estep 
Score: -21595026.000000 Penalty: 5971.225098
	Iteration 14Q: 3 clusters Score -2.159503e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167982 members 
Entering Unmasked Estep 
Score: -21595196.000000 Penalty: 5971.225098
	Iteration 15Q: 3 clusters Score -2.15952e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 168090 members 
Entering Unmasked Estep 
Score: -21595270.000000 Penalty: 5971.225098
	Iteration 16Q: 3 clusters Score -2.159527e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -21595336.000000 Penalty: 5971.225098
	Iteration 17Q: 3 clusters Score -2.159534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -21595372.000000 Penalty: 5971.225098
	Iteration 18Q: 3 clusters Score -2.159537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 168241 members 
Entering Unmasked Estep 
Score: -21595424.000000 Penalty: 5971.225098
	Iteration 19Q: 3 clusters Score -2.159542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -21595442.000000 Penalty: 5971.225098
	Iteration 20F: 3 clusters Score -2.159544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 168273 members 
Entering Unmasked Estep 
Score: -21595460.000000 Penalty: 5971.225098
	Iteration 21Q: 3 clusters Score -2.159546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -21595482.000000 Penalty: 5971.225098
	Iteration 22Q: 3 clusters Score -2.159548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -21595476.000000 Penalty: 5971.225098
	Iteration 23Q: 3 clusters Score -2.159548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -21595492.000000 Penalty: 5971.225098
	Iteration 24Q: 3 clusters Score -2.159549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -21595486.000000 Penalty: 5971.225098
	Iteration 25Q: 3 clusters Score -2.159549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -21595452.000000 Penalty: 5971.225098
	Iteration 26Q: 3 clusters Score -2.159545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -21595470.000000 Penalty: 5971.225098
	Iteration 27Q: 3 clusters Score -2.159547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -21595462.000000 Penalty: 5971.225098
	Iteration 28Q: 3 clusters Score -2.159546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -21595472.000000 Penalty: 5971.225098
	Iteration 29Q: 3 clusters Score -2.159547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -21595476.000000 Penalty: 5971.225098
	Iteration 30Q: 3 clusters Score -2.159548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -21595482.000000 Penalty: 5971.225098
	Iteration 31Q: 3 clusters Score -2.159548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -21595484.000000 Penalty: 5971.225098
	Iteration 32Q: 3 clusters Score -2.159548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -21595484.000000 Penalty: 5971.225098
	Iteration 33F: 3 clusters Score -2.159548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Entering Unmasked Estep 
Score: -5065441.500000 Penalty: 2622.112305
	Iteration 0F: 2 clusters Score -5065442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5038852.000000 Penalty: 5244.224609
	Iteration 0F: 3 clusters Score -5038852 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5048702.000000 Penalty: 5244.224609
	Iteration 1F: 3 clusters Score -5048702 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5049132.500000 Penalty: 5244.224609
	Iteration 2Q: 3 clusters Score -5049132 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5049535.500000 Penalty: 5244.224609
	Iteration 3Q: 3 clusters Score -5049536 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5049970.500000 Penalty: 5244.224609
	Iteration 4Q: 3 clusters Score -5049970 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5050355.000000 Penalty: 5244.224609
	Iteration 5Q: 3 clusters Score -5050355 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5050848.000000 Penalty: 5244.224609
	Iteration 6Q: 3 clusters Score -5050848 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5051420.000000 Penalty: 5244.224609
	Iteration 7Q: 3 clusters Score -5051420 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5052088.500000 Penalty: 5244.224609
	Iteration 8Q: 3 clusters Score -5052088 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -5052915.500000 Penalty: 5244.224609
	Iteration 9Q: 3 clusters Score -5052916 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5053948.500000 Penalty: 5244.224609
	Iteration 10Q: 3 clusters Score -5053948 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5055051.000000 Penalty: 5244.224609
	Iteration 11Q: 3 clusters Score -5055051 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5056240.500000 Penalty: 5244.224609
	Iteration 12F: 3 clusters Score -5056240 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5057422.500000 Penalty: 5244.224609
	Iteration 13Q: 3 clusters Score -5057422 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5058305.000000 Penalty: 5244.224609
	Iteration 14Q: 3 clusters Score -5058305 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5058820.500000 Penalty: 5244.224609
	Iteration 15Q: 3 clusters Score -5058820 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5059108.000000 Penalty: 5244.224609
	Iteration 16Q: 3 clusters Score -5059108 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5059226.500000 Penalty: 5244.224609
	Iteration 17Q: 3 clusters Score -5059226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5059281.000000 Penalty: 5244.224609
	Iteration 18Q: 3 clusters Score -5059281 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5059312.000000 Penalty: 5244.224609
	Iteration 19Q: 3 clusters Score -5059312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5059319.000000 Penalty: 5244.224609
	Iteration 20F: 3 clusters Score -5059319 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5059345.500000 Penalty: 5244.224609
	Iteration 21Q: 3 clusters Score -5059346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5059378.500000 Penalty: 5244.224609
	Iteration 22Q: 3 clusters Score -5059378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5059397.500000 Penalty: 5244.224609
	Iteration 23Q: 3 clusters Score -5059398 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5059382.000000 Penalty: 5244.224609
	Iteration 24Q: 3 clusters Score -5059382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -5059418.500000 Penalty: 5244.224609
	Iteration 25Q: 3 clusters Score -5059418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5059441.000000 Penalty: 5244.224609
	Iteration 26Q: 3 clusters Score -5059441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5059442.000000 Penalty: 5244.224609
	Iteration 27Q: 3 clusters Score -5059442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5059461.500000 Penalty: 5244.224609
	Iteration 28Q: 3 clusters Score -5059462 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5059485.500000 Penalty: 5244.224609
	Iteration 29Q: 3 clusters Score -5059486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5059492.000000 Penalty: 5244.224609
	Iteration 30Q: 3 clusters Score -5059492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5059493.500000 Penalty: 5244.224609
	Iteration 31Q: 3 clusters Score -5059494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5059504.000000 Penalty: 5244.224609
	Iteration 32Q: 3 clusters Score -5059504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5059494.000000 Penalty: 5244.224609
	Iteration 33Q: 3 clusters Score -5059494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5059495.000000 Penalty: 5244.224609
	Iteration 34Q: 3 clusters Score -5059495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5059513.000000 Penalty: 5244.224609
	Iteration 35Q: 3 clusters Score -5059513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5059513.000000 Penalty: 5244.224609
	Iteration 36Q: 3 clusters Score -5059513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5059521.500000 Penalty: 5244.224609
	Iteration 37Q: 3 clusters Score -5059522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5059527.500000 Penalty: 5244.224609
	Iteration 38Q: 3 clusters Score -5059528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5059529.000000 Penalty: 5244.224609
	Iteration 39Q: 3 clusters Score -5059529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5059536.500000 Penalty: 5244.224609
	Iteration 40F: 3 clusters Score -5059536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5059529.500000 Penalty: 5244.224609
	Iteration 41Q: 3 clusters Score -5059530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -5059544.000000 Penalty: 5244.224609
	Iteration 42Q: 3 clusters Score -5059544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5059536.500000 Penalty: 5244.224609
	Iteration 43Q: 3 clusters Score -5059536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5059538.000000 Penalty: 5244.224609
	Iteration 44Q: 3 clusters Score -5059538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5059540.500000 Penalty: 5244.224609
	Iteration 45Q: 3 clusters Score -5059540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5059538.500000 Penalty: 5244.224609
	Iteration 46Q: 3 clusters Score -5059538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5059541.500000 Penalty: 5244.224609
	Iteration 47Q: 3 clusters Score -5059542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5059540.000000 Penalty: 5244.224609
	Iteration 48Q: 3 clusters Score -5059540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5059550.500000 Penalty: 5244.224609
	Iteration 49Q: 3 clusters Score -5059550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5059548.500000 Penalty: 5244.224609
	Iteration 50Q: 3 clusters Score -5059548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5059557.000000 Penalty: 5244.224609
	Iteration 51Q: 3 clusters Score -5059557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5059557.500000 Penalty: 5244.224609
	Iteration 52Q: 3 clusters Score -5059558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5059557.500000 Penalty: 5244.224609
	Iteration 53Q: 3 clusters Score -5059558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5059562.000000 Penalty: 5244.224609
	Iteration 54Q: 3 clusters Score -5059562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -5059554.000000 Penalty: 5244.224609
	Iteration 55Q: 3 clusters Score -5059554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5059561.000000 Penalty: 5244.224609
	Iteration 56Q: 3 clusters Score -5059561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5059557.500000 Penalty: 5244.224609
	Iteration 57Q: 3 clusters Score -5059558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5059558.000000 Penalty: 5244.224609
	Iteration 58Q: 3 clusters Score -5059558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -5059561.000000 Penalty: 5244.224609
	Iteration 59Q: 3 clusters Score -5059561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -5059567.000000 Penalty: 5244.224609
	Iteration 60F: 3 clusters Score -5059567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5059560.000000 Penalty: 5244.224609
	Iteration 61Q: 3 clusters Score -5059560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5059563.500000 Penalty: 5244.224609
	Iteration 62Q: 3 clusters Score -5059564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5059563.500000 Penalty: 5244.224609
	Iteration 63F: 3 clusters Score -5059564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -270289.093750 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -270289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267551.312500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -267551.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -268009.781250 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -268009.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268128.312500 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -268128.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -268199.312500 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -268199.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268255.093750 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -268255.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268296.781250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -268296.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268317.625000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -268317.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -268334.875000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -268334.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -268358.312500 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -268358.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268375.906250 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -268375.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268408.656250 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -268408.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268428.687500 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -268428.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268441.687500 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -268441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -268450.375000 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -268450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268455.250000 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -268455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -268459.937500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -268459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -268468.937500 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -268468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -268477.000000 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -268477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -268485.062500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -268485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -268491.593750 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -268491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -268497.875000 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -268497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268501.468750 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -268501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -268506.843750 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -268506.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268517.312500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -268517.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268531.531250 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -268531.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -268541.031250 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -268541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -268546.468750 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -268546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268550.156250 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -268550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -268556.656250 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -268556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -268558.468750 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -268558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -268561.968750 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -268562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -268562.187500 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -268562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -268562.406250 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -268562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -268564.500000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -268564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -268564.750000 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -268564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -268565.250000 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -268565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -268565.250000 Penalty: 3809.137939
	Iteration 36F: 3 clusters Score -268565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1524822.625000 Penalty: 2328.800781
	Iteration 0F: 2 clusters Score -1524823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1515829.000000 Penalty: 4657.601562
	Iteration 0F: 3 clusters Score -1515829 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1518558.375000 Penalty: 4657.601562
	Iteration 1F: 3 clusters Score -1518558 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1518895.875000 Penalty: 4657.601562
	Iteration 2F: 3 clusters Score -1518896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1519145.875000 Penalty: 4657.601562
	Iteration 3Q: 3 clusters Score -1519146 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1519369.125000 Penalty: 4657.601562
	Iteration 4Q: 3 clusters Score -1519369 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1519597.750000 Penalty: 4657.601562
	Iteration 5Q: 3 clusters Score -1519598 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1519846.750000 Penalty: 4657.601562
	Iteration 6Q: 3 clusters Score -1519847 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1520086.625000 Penalty: 4657.601562
	Iteration 7Q: 3 clusters Score -1520087 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1520370.625000 Penalty: 4657.601562
	Iteration 8Q: 3 clusters Score -1520371 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1520706.875000 Penalty: 4657.601562
	Iteration 9Q: 3 clusters Score -1520707 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1521116.625000 Penalty: 4657.601562
	Iteration 10Q: 3 clusters Score -1521117 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1521587.875000 Penalty: 4657.601562
	Iteration 11F: 3 clusters Score -1521588 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1522036.125000 Penalty: 4657.601562
	Iteration 12F: 3 clusters Score -1522036 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1522517.125000 Penalty: 4657.601562
	Iteration 13Q: 3 clusters Score -1522517 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1522897.500000 Penalty: 4657.601562
	Iteration 14Q: 3 clusters Score -1522898 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1523085.625000 Penalty: 4657.601562
	Iteration 15Q: 3 clusters Score -1523086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1523198.250000 Penalty: 4657.601562
	Iteration 16Q: 3 clusters Score -1523198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1523262.000000 Penalty: 4657.601562
	Iteration 17Q: 3 clusters Score -1523262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1523291.500000 Penalty: 4657.601562
	Iteration 18Q: 3 clusters Score -1523292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1523313.250000 Penalty: 4657.601562
	Iteration 19Q: 3 clusters Score -1523313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1523326.125000 Penalty: 4657.601562
	Iteration 20F: 3 clusters Score -1523326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1523331.750000 Penalty: 4657.601562
	Iteration 21Q: 3 clusters Score -1523332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1523340.250000 Penalty: 4657.601562
	Iteration 22Q: 3 clusters Score -1523340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1523345.125000 Penalty: 4657.601562
	Iteration 23Q: 3 clusters Score -1523345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1523352.875000 Penalty: 4657.601562
	Iteration 24Q: 3 clusters Score -1523353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1523355.125000 Penalty: 4657.601562
	Iteration 25Q: 3 clusters Score -1523355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1523359.750000 Penalty: 4657.601562
	Iteration 26Q: 3 clusters Score -1523360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1523358.500000 Penalty: 4657.601562
	Iteration 27Q: 3 clusters Score -1523358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1523359.875000 Penalty: 4657.601562
	Iteration 28Q: 3 clusters Score -1523360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1523361.375000 Penalty: 4657.601562
	Iteration 29Q: 3 clusters Score -1523361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1523364.875000 Penalty: 4657.601562
	Iteration 30Q: 3 clusters Score -1523365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1523367.875000 Penalty: 4657.601562
	Iteration 31Q: 3 clusters Score -1523368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1523366.750000 Penalty: 4657.601562
	Iteration 32Q: 3 clusters Score -1523367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1523367.375000 Penalty: 4657.601562
	Iteration 33Q: 3 clusters Score -1523367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1523370.125000 Penalty: 4657.601562
	Iteration 34Q: 3 clusters Score -1523370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1523370.625000 Penalty: 4657.601562
	Iteration 35Q: 3 clusters Score -1523371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1523369.000000 Penalty: 4657.601562
	Iteration 36Q: 3 clusters Score -1523369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1523372.000000 Penalty: 4657.601562
	Iteration 37Q: 3 clusters Score -1523372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1523372.750000 Penalty: 4657.601562
	Iteration 38Q: 3 clusters Score -1523373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1523377.750000 Penalty: 4657.601562
	Iteration 39Q: 3 clusters Score -1523378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1523376.625000 Penalty: 4657.601562
	Iteration 40F: 3 clusters Score -1523377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1523374.750000 Penalty: 4657.601562
	Iteration 41Q: 3 clusters Score -1523375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1523373.875000 Penalty: 4657.601562
	Iteration 42Q: 3 clusters Score -1523374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1523375.750000 Penalty: 4657.601562
	Iteration 43Q: 3 clusters Score -1523376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1523377.000000 Penalty: 4657.601562
	Iteration 44Q: 3 clusters Score -1523377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1523376.625000 Penalty: 4657.601562
	Iteration 45Q: 3 clusters Score -1523377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1523376.625000 Penalty: 4657.601562
	Iteration 46F: 3 clusters Score -1523377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (276458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276458 members 
Entering Unmasked Estep 
Score: -35174588.000000 Penalty: 3107.393799
	Iteration 0F: 2 clusters Score -3.517459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137945 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -35005824.000000 Penalty: 6214.787598
	Iteration 0F: 3 clusters Score -3.500582e+07 nChanged 133598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -35084104.000000 Penalty: 6214.787598
	Iteration 1F: 3 clusters Score -3.50841e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127547 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -35085708.000000 Penalty: 6214.787598
	Iteration 2Q: 3 clusters Score -3.508571e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -35088340.000000 Penalty: 6214.787598
	Iteration 3Q: 3 clusters Score -3.508834e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 166065 members 
Entering Unmasked Estep 
Score: -35092984.000000 Penalty: 6214.787598
	Iteration 4Q: 3 clusters Score -3.509298e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -35102040.000000 Penalty: 6214.787598
	Iteration 5F: 3 clusters Score -3.510204e+07 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 202289 members 
Entering Unmasked Estep 
Score: -35116948.000000 Penalty: 6214.787598
	Iteration 6F: 3 clusters Score -3.511695e+07 nChanged 24271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 226520 members 
Entering Unmasked Estep 
Score: -35136496.000000 Penalty: 6214.787598
	Iteration 7F: 3 clusters Score -3.51365e+07 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 247878 members 
Entering Unmasked Estep 
Score: -35153236.000000 Penalty: 6214.787598
	Iteration 8F: 3 clusters Score -3.515324e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 262464 members 
Entering Unmasked Estep 
Score: -35163500.000000 Penalty: 6214.787598
	Iteration 9F: 3 clusters Score -3.51635e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 270461 members 
Entering Unmasked Estep 
Score: -35168604.000000 Penalty: 6214.787598
	Iteration 10Q: 3 clusters Score -3.51686e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 274102 members 
Entering Unmasked Estep 
Score: -35170488.000000 Penalty: 6214.787598
	Iteration 11Q: 3 clusters Score -3.517049e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 275451 members 
Entering Unmasked Estep 
Score: -35171272.000000 Penalty: 6214.787598
	Iteration 12Q: 3 clusters Score -3.517127e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 275893 members 
Entering Unmasked Estep 
Score: -35171596.000000 Penalty: 6214.787598
	Iteration 13Q: 3 clusters Score -3.51716e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 276040 members 
Entering Unmasked Estep 
Score: -35171748.000000 Penalty: 6214.787598
	Iteration 14Q: 3 clusters Score -3.517175e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 276098 members 
Entering Unmasked Estep 
Score: -35171768.000000 Penalty: 6214.787598
	Iteration 15Q: 3 clusters Score -3.517177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 276125 members 
Entering Unmasked Estep 
Score: -35171792.000000 Penalty: 6214.787598
	Iteration 16Q: 3 clusters Score -3.517179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276138 members 
Entering Unmasked Estep 
Score: -35171820.000000 Penalty: 6214.787598
	Iteration 17Q: 3 clusters Score -3.517182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 276155 members 
Entering Unmasked Estep 
Score: -35171840.000000 Penalty: 6214.787598
	Iteration 18Q: 3 clusters Score -3.517184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276160 members 
Entering Unmasked Estep 
Score: -35171868.000000 Penalty: 6214.787598
	Iteration 19Q: 3 clusters Score -3.517187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276167 members 
Entering Unmasked Estep 
Score: -35171888.000000 Penalty: 6214.787598
	Iteration 20F: 3 clusters Score -3.517189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276172 members 
Entering Unmasked Estep 
Score: -35171888.000000 Penalty: 6214.787598
	Iteration 21Q: 3 clusters Score -3.517189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276175 members 
Entering Unmasked Estep 
Score: -35171896.000000 Penalty: 6214.787598
	Iteration 22Q: 3 clusters Score -3.51719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276180 members 
Entering Unmasked Estep 
Score: -35171900.000000 Penalty: 6214.787598
	Iteration 23Q: 3 clusters Score -3.51719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276186 members 
Entering Unmasked Estep 
Score: -35171912.000000 Penalty: 6214.787598
	Iteration 24Q: 3 clusters Score -3.517191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276188 members 
Entering Unmasked Estep 
Score: -35171916.000000 Penalty: 6214.787598
	Iteration 25Q: 3 clusters Score -3.517192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276189 members 
Entering Unmasked Estep 
Score: -35171924.000000 Penalty: 6214.787598
	Iteration 26Q: 3 clusters Score -3.517192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276189 members 
Entering Unmasked Estep 
Score: -35171924.000000 Penalty: 6214.787598
	Iteration 27Q: 3 clusters Score -3.517192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276189 members 
Entering Unmasked Estep 
Score: -35171924.000000 Penalty: 6214.787598
	Iteration 28F: 3 clusters Score -3.517192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -270455.312500 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -270455.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267678.093750 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -267678.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268280.875000 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -268280.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -268472.375000 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -268472.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268660.812500 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -268660.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268846.500000 Penalty: 3834.820068
	Iteration 4F: 3 clusters Score -268846.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -269025.781250 Penalty: 3834.820068
	Iteration 5F: 3 clusters Score -269025.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -269372.156250 Penalty: 3834.820068
	Iteration 6F: 3 clusters Score -269372.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -269677.031250 Penalty: 3834.820068
	Iteration 7F: 3 clusters Score -269677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -269936.968750 Penalty: 3834.820068
	Iteration 8F: 3 clusters Score -269937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -270074.343750 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -270074.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -270161.937500 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -270161.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -270205.531250 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -270205.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -270226.656250 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -270226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -270243.625000 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -270243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -270250.062500 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -270250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -270252.718750 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -270252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -270254.875000 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -270254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -270255.562500 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -270255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -270258.156250 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -270258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -270258.843750 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -270258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -270260.000000 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -270260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -156173.109375 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -156173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154004.843750 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -154004.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154312.921875 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -154312.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154402.593750 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -154402.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154455.453125 Penalty: 3536.131592
	Iteration 3Q: 3 clusters Score -154455.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154489.609375 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -154489.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154512.296875 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -154512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -154527.703125 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -154527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154536.390625 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -154536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154544.500000 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -154544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154550.203125 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -154550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154557.156250 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -154557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154561.078125 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -154561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154564.515625 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -154564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -154571.609375 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -154571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154578.921875 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -154578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154581.234375 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -154581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154584.140625 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -154584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154588.234375 Penalty: 3536.131592
	Iteration 17Q: 3 clusters Score -154588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154588.906250 Penalty: 3536.131592
	Iteration 18Q: 3 clusters Score -154588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154589.437500 Penalty: 3536.131592
	Iteration 19Q: 3 clusters Score -154589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154590.234375 Penalty: 3536.131592
	Iteration 20F: 3 clusters Score -154590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -11426.259766 Penalty: 1176.743164
	Iteration 0F: 2 clusters Score -11426.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10618.606445 Penalty: 2353.486328
	Iteration 0F: 3 clusters Score -10618.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10639.975586 Penalty: 2353.486328
	Iteration 1Q: 3 clusters Score -10639.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10639.975586 Penalty: 2353.486328
	Iteration 2F: 3 clusters Score -10639.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12336 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 154549 members 
Mstep: Class 10 contains 33388 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 12647 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52235 members 
Mstep: Class 15 contains 169187 members 
Mstep: Class 16 contains 39067 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 276458 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 78356.250000
Iteration 119Q: 24 clusters Score -1.160864e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 20601 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 154682 members 
Mstep: Class 10 contains 33395 members 
Mstep: Class 11 contains 21806 members 
Mstep: Class 12 contains 12853 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 52501 members 
Mstep: Class 15 contains 170000 members 
Mstep: Class 16 contains 39316 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 278064 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 78142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088712.000000 Penalty: 78356.250000
Iteration 120F: 24 clusters Score -1.160887e+08 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 155110 members 
Mstep: Class 10 contains 33413 members 
Mstep: Class 11 contains 21725 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 51902 members 
Mstep: Class 15 contains 169554 members 
Mstep: Class 16 contains 38915 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 277012 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 81366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090128.000000 Penalty: 78356.250000
Iteration 121Q: 24 clusters Score -1.160901e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 155890 members 
Mstep: Class 10 contains 33436 members 
Mstep: Class 11 contains 21676 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 51418 members 
Mstep: Class 15 contains 169188 members 
Mstep: Class 16 contains 38668 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 276527 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 82960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090648.000000 Penalty: 78356.250000
Iteration 122Q: 24 clusters Score -1.160906e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 20443 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 156585 members 
Mstep: Class 10 contains 33461 members 
Mstep: Class 11 contains 21644 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 51051 members 
Mstep: Class 15 contains 168866 members 
Mstep: Class 16 contains 38449 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 276134 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 84231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090920.000000 Penalty: 78356.250000
Iteration 123Q: 24 clusters Score -1.160909e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 20417 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 157136 members 
Mstep: Class 10 contains 33485 members 
Mstep: Class 11 contains 21623 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 50701 members 
Mstep: Class 15 contains 168591 members 
Mstep: Class 16 contains 38280 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 275796 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 85380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091248.000000 Penalty: 78356.250000
Iteration 124Q: 24 clusters Score -1.160912e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 157580 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 21587 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 50404 members 
Mstep: Class 15 contains 168362 members 
Mstep: Class 16 contains 38119 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 275481 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 86445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091392.000000 Penalty: 78356.250000
Iteration 125Q: 24 clusters Score -1.160914e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12442 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 157895 members 
Mstep: Class 10 contains 33537 members 
Mstep: Class 11 contains 21564 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 50142 members 
Mstep: Class 15 contains 168140 members 
Mstep: Class 16 contains 37983 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 275150 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 87494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091512.000000 Penalty: 78356.250000
Iteration 126Q: 24 clusters Score -1.160915e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12459 members 
Mstep: Class 7 contains 20379 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 158142 members 
Mstep: Class 10 contains 33555 members 
Mstep: Class 11 contains 21537 members 
Mstep: Class 12 contains 11439 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 49898 members 
Mstep: Class 15 contains 167962 members 
Mstep: Class 16 contains 37861 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 274881 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 88447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091544.000000 Penalty: 78356.250000
Iteration 127Q: 24 clusters Score -1.160915e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158333 members 
Mstep: Class 10 contains 33579 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 49666 members 
Mstep: Class 15 contains 167840 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 8687 members 
Mstep: Class 19 contains 274639 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 89287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091744.000000 Penalty: 78356.250000
Iteration 128Q: 24 clusters Score -1.160917e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158412 members 
Mstep: Class 10 contains 33598 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 49469 members 
Mstep: Class 15 contains 167750 members 
Mstep: Class 16 contains 37661 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 274408 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 90065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092144.000000 Penalty: 78356.250000
Iteration 129Q: 24 clusters Score -1.160921e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12495 members 
Mstep: Class 7 contains 20383 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158465 members 
Mstep: Class 10 contains 33623 members 
Mstep: Class 11 contains 21460 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 49290 members 
Mstep: Class 15 contains 167658 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 274224 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 90808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092576.000000 Penalty: 78356.250000
Iteration 130Q: 24 clusters Score -1.160926e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12506 members 
Mstep: Class 7 contains 20377 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158483 members 
Mstep: Class 10 contains 33645 members 
Mstep: Class 11 contains 21449 members 
Mstep: Class 12 contains 11121 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 167604 members 
Mstep: Class 16 contains 37511 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 274096 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 91502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092560.000000 Penalty: 78356.250000
Iteration 131Q: 24 clusters Score -1.160926e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 20368 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158461 members 
Mstep: Class 10 contains 33658 members 
Mstep: Class 11 contains 21441 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 48896 members 
Mstep: Class 15 contains 167549 members 
Mstep: Class 16 contains 37468 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 8210 members 
Mstep: Class 19 contains 273946 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 92159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092712.000000 Penalty: 78356.250000
Iteration 132Q: 24 clusters Score -1.160927e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 20364 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158392 members 
Mstep: Class 10 contains 33670 members 
Mstep: Class 11 contains 21437 members 
Mstep: Class 12 contains 11027 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 48736 members 
Mstep: Class 15 contains 167496 members 
Mstep: Class 16 contains 37414 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 273814 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 92813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093040.000000 Penalty: 78356.250000
Iteration 133Q: 24 clusters Score -1.16093e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12533 members 
Mstep: Class 7 contains 20362 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158320 members 
Mstep: Class 10 contains 33692 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 48565 members 
Mstep: Class 15 contains 167428 members 
Mstep: Class 16 contains 37374 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 8015 members 
Mstep: Class 19 contains 273696 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 93462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093288.000000 Penalty: 78356.250000
Iteration 134Q: 24 clusters Score -1.160933e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12553 members 
Mstep: Class 7 contains 20366 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158198 members 
Mstep: Class 10 contains 33709 members 
Mstep: Class 11 contains 21423 members 
Mstep: Class 12 contains 10956 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 48404 members 
Mstep: Class 15 contains 167357 members 
Mstep: Class 16 contains 37341 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 273589 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 94104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093256.000000 Penalty: 78356.250000
Iteration 135Q: 24 clusters Score -1.160933e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 20358 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 158055 members 
Mstep: Class 10 contains 33720 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 10923 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 48251 members 
Mstep: Class 15 contains 167281 members 
Mstep: Class 16 contains 37321 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 273556 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 94669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093392.000000 Penalty: 78356.250000
Iteration 136Q: 24 clusters Score -1.160934e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 20354 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 157902 members 
Mstep: Class 10 contains 33741 members 
Mstep: Class 11 contains 21405 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 48111 members 
Mstep: Class 15 contains 167226 members 
Mstep: Class 16 contains 37296 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 273530 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 95187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093576.000000 Penalty: 78356.250000
Iteration 137Q: 24 clusters Score -1.160936e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12569 members 
Mstep: Class 7 contains 20347 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 157746 members 
Mstep: Class 10 contains 33755 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 47986 members 
Mstep: Class 15 contains 167168 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 273520 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 95676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093256.000000 Penalty: 78356.250000
Iteration 138Q: 24 clusters Score -1.160933e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 20347 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 157521 members 
Mstep: Class 10 contains 33772 members 
Mstep: Class 11 contains 21378 members 
Mstep: Class 12 contains 10826 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 47861 members 
Mstep: Class 15 contains 167083 members 
Mstep: Class 16 contains 37232 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 273518 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 96225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093504.000000 Penalty: 78356.250000
Iteration 139Q: 24 clusters Score -1.160935e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12577 members 
Mstep: Class 7 contains 20340 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 157305 members 
Mstep: Class 10 contains 33792 members 
Mstep: Class 11 contains 21371 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 47713 members 
Mstep: Class 15 contains 166999 members 
Mstep: Class 16 contains 37203 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 273507 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 96775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093792.000000 Penalty: 78356.250000
Iteration 140F: 24 clusters Score -1.160938e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12579 members 
Mstep: Class 7 contains 20341 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 157098 members 
Mstep: Class 10 contains 33819 members 
Mstep: Class 11 contains 21363 members 
Mstep: Class 12 contains 10802 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 47555 members 
Mstep: Class 15 contains 166917 members 
Mstep: Class 16 contains 37187 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 273509 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 97296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094000.000000 Penalty: 78356.250000
Iteration 141Q: 24 clusters Score -1.16094e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12581 members 
Mstep: Class 7 contains 20337 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 156883 members 
Mstep: Class 10 contains 33838 members 
Mstep: Class 11 contains 21353 members 
Mstep: Class 12 contains 10782 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 47406 members 
Mstep: Class 15 contains 166832 members 
Mstep: Class 16 contains 37168 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 273535 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 97808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094200.000000 Penalty: 78356.250000
Iteration 142Q: 24 clusters Score -1.160942e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12583 members 
Mstep: Class 7 contains 20336 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 156636 members 
Mstep: Class 10 contains 33850 members 
Mstep: Class 11 contains 21352 members 
Mstep: Class 12 contains 10746 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 14 contains 47301 members 
Mstep: Class 15 contains 166756 members 
Mstep: Class 16 contains 37149 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7649 members 
Mstep: Class 19 contains 273523 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 98332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094376.000000 Penalty: 78356.250000
Iteration 143Q: 24 clusters Score -1.160944e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 156395 members 
Mstep: Class 10 contains 33865 members 
Mstep: Class 11 contains 21347 members 
Mstep: Class 12 contains 10730 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 14 contains 47197 members 
Mstep: Class 15 contains 166678 members 
Mstep: Class 16 contains 37129 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 273535 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 98811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094304.000000 Penalty: 78356.250000
Iteration 144Q: 24 clusters Score -1.160943e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 156160 members 
Mstep: Class 10 contains 33883 members 
Mstep: Class 11 contains 21336 members 
Mstep: Class 12 contains 10710 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 14 contains 47104 members 
Mstep: Class 15 contains 166604 members 
Mstep: Class 16 contains 37117 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7624 members 
Mstep: Class 19 contains 273542 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 99272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094392.000000 Penalty: 78356.250000
Iteration 145Q: 24 clusters Score -1.160944e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12598 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155956 members 
Mstep: Class 10 contains 33906 members 
Mstep: Class 11 contains 21331 members 
Mstep: Class 12 contains 10680 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 47005 members 
Mstep: Class 15 contains 166542 members 
Mstep: Class 16 contains 37107 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 99711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094200.000000 Penalty: 78356.250000
Iteration 146Q: 24 clusters Score -1.160942e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155818 members 
Mstep: Class 10 contains 33924 members 
Mstep: Class 11 contains 21327 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 46893 members 
Mstep: Class 15 contains 166494 members 
Mstep: Class 16 contains 37090 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 273532 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 100090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094344.000000 Penalty: 78356.250000
Iteration 147Q: 24 clusters Score -1.160943e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12598 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155701 members 
Mstep: Class 10 contains 33938 members 
Mstep: Class 11 contains 21322 members 
Mstep: Class 12 contains 10648 members 
Mstep: Class 13 contains 1396 members 
Mstep: Class 14 contains 46797 members 
Mstep: Class 15 contains 166454 members 
Mstep: Class 16 contains 37073 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7572 members 
Mstep: Class 19 contains 273526 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 100417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094520.000000 Penalty: 78356.250000
Iteration 148Q: 24 clusters Score -1.160945e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12598 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155588 members 
Mstep: Class 10 contains 33960 members 
Mstep: Class 11 contains 21320 members 
Mstep: Class 12 contains 10625 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 46692 members 
Mstep: Class 15 contains 166420 members 
Mstep: Class 16 contains 37058 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 273560 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 100709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094600.000000 Penalty: 78356.250000
Iteration 149Q: 24 clusters Score -1.160946e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155467 members 
Mstep: Class 10 contains 33982 members 
Mstep: Class 11 contains 21320 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 46604 members 
Mstep: Class 15 contains 166374 members 
Mstep: Class 16 contains 37047 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 273585 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 101007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094640.000000 Penalty: 78356.250000
Iteration 150Q: 24 clusters Score -1.160946e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12606 members 
Mstep: Class 7 contains 20318 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155364 members 
Mstep: Class 10 contains 34003 members 
Mstep: Class 11 contains 21320 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 166347 members 
Mstep: Class 16 contains 37042 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7495 members 
Mstep: Class 19 contains 273586 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 101276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094760.000000 Penalty: 78356.250000
Iteration 151Q: 24 clusters Score -1.160948e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 20315 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155263 members 
Mstep: Class 10 contains 34021 members 
Mstep: Class 11 contains 21315 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 46426 members 
Mstep: Class 15 contains 166326 members 
Mstep: Class 16 contains 37030 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 273586 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 101540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095072.000000 Penalty: 78356.250000
Iteration 152Q: 24 clusters Score -1.160951e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12612 members 
Mstep: Class 7 contains 20315 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155142 members 
Mstep: Class 10 contains 34037 members 
Mstep: Class 11 contains 21312 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 46354 members 
Mstep: Class 15 contains 166319 members 
Mstep: Class 16 contains 37009 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 273564 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 101805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095208.000000 Penalty: 78356.250000
Iteration 153Q: 24 clusters Score -1.160952e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12614 members 
Mstep: Class 7 contains 20313 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155023 members 
Mstep: Class 10 contains 34043 members 
Mstep: Class 11 contains 21303 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 46303 members 
Mstep: Class 15 contains 166291 members 
Mstep: Class 16 contains 36994 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7446 members 
Mstep: Class 19 contains 273569 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 102062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095440.000000 Penalty: 78356.250000
Iteration 154Q: 24 clusters Score -1.160954e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12617 members 
Mstep: Class 7 contains 20311 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154907 members 
Mstep: Class 10 contains 34060 members 
Mstep: Class 11 contains 21303 members 
Mstep: Class 12 contains 10587 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 46253 members 
Mstep: Class 15 contains 166275 members 
Mstep: Class 16 contains 36988 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 273557 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 102291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095376.000000 Penalty: 78356.250000
Iteration 155Q: 24 clusters Score -1.160954e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12618 members 
Mstep: Class 7 contains 20311 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154779 members 
Mstep: Class 10 contains 34072 members 
Mstep: Class 11 contains 21298 members 
Mstep: Class 12 contains 10570 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 46195 members 
Mstep: Class 15 contains 166241 members 
Mstep: Class 16 contains 36980 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 273572 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 102551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095568.000000 Penalty: 78356.250000
Iteration 156Q: 24 clusters Score -1.160956e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154675 members 
Mstep: Class 10 contains 34080 members 
Mstep: Class 11 contains 21291 members 
Mstep: Class 12 contains 10565 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 166236 members 
Mstep: Class 16 contains 36968 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7402 members 
Mstep: Class 19 contains 273561 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 102768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095688.000000 Penalty: 78356.250000
Iteration 157Q: 24 clusters Score -1.160957e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 20315 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154562 members 
Mstep: Class 10 contains 34089 members 
Mstep: Class 11 contains 21286 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 46103 members 
Mstep: Class 15 contains 166228 members 
Mstep: Class 16 contains 36953 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 273550 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 102982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095648.000000 Penalty: 78356.250000
Iteration 158Q: 24 clusters Score -1.160956e+08 nChanged 586
Entering ConstructFrom: 
Score: -116095648.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (26419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Entering Unmasked Estep 
Score: -3359431.500000 Penalty: 2525.096191
	Iteration 0F: 2 clusters Score -3359432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3341336.500000 Penalty: 5050.192383
	Iteration 0F: 3 clusters Score -3341336 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3347622.000000 Penalty: 5050.192383
	Iteration 1F: 3 clusters Score -3347622 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3347955.750000 Penalty: 5050.192383
	Iteration 2Q: 3 clusters Score -3347956 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3348223.750000 Penalty: 5050.192383
	Iteration 3Q: 3 clusters Score -3348224 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3348442.500000 Penalty: 5050.192383
	Iteration 4Q: 3 clusters Score -3348442 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3348623.500000 Penalty: 5050.192383
	Iteration 5Q: 3 clusters Score -3348624 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3348768.000000 Penalty: 5050.192383
	Iteration 6Q: 3 clusters Score -3348768 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3348925.000000 Penalty: 5050.192383
	Iteration 7Q: 3 clusters Score -3348925 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3349082.250000 Penalty: 5050.192383
	Iteration 8Q: 3 clusters Score -3349082 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3349253.750000 Penalty: 5050.192383
	Iteration 9Q: 3 clusters Score -3349254 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3349435.750000 Penalty: 5050.192383
	Iteration 10Q: 3 clusters Score -3349436 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3349638.000000 Penalty: 5050.192383
	Iteration 11Q: 3 clusters Score -3349638 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3349844.000000 Penalty: 5050.192383
	Iteration 12Q: 3 clusters Score -3349844 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3350108.250000 Penalty: 5050.192383
	Iteration 13Q: 3 clusters Score -3350108 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3350440.250000 Penalty: 5050.192383
	Iteration 14Q: 3 clusters Score -3350440 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3350886.250000 Penalty: 5050.192383
	Iteration 15Q: 3 clusters Score -3350886 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3351473.750000 Penalty: 5050.192383
	Iteration 16Q: 3 clusters Score -3351474 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3352202.000000 Penalty: 5050.192383
	Iteration 17Q: 3 clusters Score -3352202 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3353167.000000 Penalty: 5050.192383
	Iteration 18Q: 3 clusters Score -3353167 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3354155.500000 Penalty: 5050.192383
	Iteration 19Q: 3 clusters Score -3354156 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3355011.500000 Penalty: 5050.192383
	Iteration 20F: 3 clusters Score -3355012 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3355623.000000 Penalty: 5050.192383
	Iteration 21Q: 3 clusters Score -3355623 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3356071.750000 Penalty: 5050.192383
	Iteration 22Q: 3 clusters Score -3356072 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3356305.500000 Penalty: 5050.192383
	Iteration 23Q: 3 clusters Score -3356306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3356498.750000 Penalty: 5050.192383
	Iteration 24Q: 3 clusters Score -3356499 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3356623.500000 Penalty: 5050.192383
	Iteration 25Q: 3 clusters Score -3356624 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3356715.500000 Penalty: 5050.192383
	Iteration 26Q: 3 clusters Score -3356716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3356766.250000 Penalty: 5050.192383
	Iteration 27Q: 3 clusters Score -3356766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3356817.500000 Penalty: 5050.192383
	Iteration 28Q: 3 clusters Score -3356818 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3356839.500000 Penalty: 5050.192383
	Iteration 29Q: 3 clusters Score -3356840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3356854.500000 Penalty: 5050.192383
	Iteration 30Q: 3 clusters Score -3356854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3356884.750000 Penalty: 5050.192383
	Iteration 31Q: 3 clusters Score -3356885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3356891.000000 Penalty: 5050.192383
	Iteration 32Q: 3 clusters Score -3356891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3356897.500000 Penalty: 5050.192383
	Iteration 33Q: 3 clusters Score -3356898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3356900.500000 Penalty: 5050.192383
	Iteration 34Q: 3 clusters Score -3356900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3356910.500000 Penalty: 5050.192383
	Iteration 35Q: 3 clusters Score -3356910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3356923.250000 Penalty: 5050.192383
	Iteration 36Q: 3 clusters Score -3356923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3356917.750000 Penalty: 5050.192383
	Iteration 37Q: 3 clusters Score -3356918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3356917.000000 Penalty: 5050.192383
	Iteration 38Q: 3 clusters Score -3356917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3356917.750000 Penalty: 5050.192383
	Iteration 39Q: 3 clusters Score -3356918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3356920.500000 Penalty: 5050.192383
	Iteration 40F: 3 clusters Score -3356920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3356917.000000 Penalty: 5050.192383
	Iteration 41Q: 3 clusters Score -3356917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3356922.000000 Penalty: 5050.192383
	Iteration 42Q: 3 clusters Score -3356922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3356925.000000 Penalty: 5050.192383
	Iteration 43Q: 3 clusters Score -3356925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3356922.000000 Penalty: 5050.192383
	Iteration 44Q: 3 clusters Score -3356922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3356922.000000 Penalty: 5050.192383
	Iteration 45Q: 3 clusters Score -3356922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3356920.750000 Penalty: 5050.192383
	Iteration 46Q: 3 clusters Score -3356921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3356929.500000 Penalty: 5050.192383
	Iteration 47Q: 3 clusters Score -3356930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3356927.000000 Penalty: 5050.192383
	Iteration 48Q: 3 clusters Score -3356927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3356928.500000 Penalty: 5050.192383
	Iteration 49Q: 3 clusters Score -3356928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3356927.250000 Penalty: 5050.192383
	Iteration 50Q: 3 clusters Score -3356927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3356929.750000 Penalty: 5050.192383
	Iteration 51Q: 3 clusters Score -3356930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3356926.000000 Penalty: 5050.192383
	Iteration 52Q: 3 clusters Score -3356926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3356927.000000 Penalty: 5050.192383
	Iteration 53Q: 3 clusters Score -3356927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3356923.500000 Penalty: 5050.192383
	Iteration 54Q: 3 clusters Score -3356924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3356926.250000 Penalty: 5050.192383
	Iteration 55Q: 3 clusters Score -3356926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3356929.250000 Penalty: 5050.192383
	Iteration 56Q: 3 clusters Score -3356929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3356927.000000 Penalty: 5050.192383
	Iteration 57Q: 3 clusters Score -3356927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3356928.000000 Penalty: 5050.192383
	Iteration 58Q: 3 clusters Score -3356928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3356928.000000 Penalty: 5050.192383
	Iteration 59F: 3 clusters Score -3356928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -140865.328125 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -140865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138819.468750 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -138819.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139254.312500 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -139254.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139554.765625 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -139554.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139773.875000 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -139773.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139945.250000 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -139945.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140116.640625 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -140116.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140315.093750 Penalty: 3508.761963
	Iteration 6F: 3 clusters Score -140315.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140459.562500 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -140459.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140517.718750 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -140517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140547.859375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -140547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140560.968750 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -140561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140565.609375 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -140565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140566.234375 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -140566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140567.265625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -140567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140568.218750 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -140568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140568.968750 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -140569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140569.906250 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -140569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140570.406250 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -140570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140570.984375 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -140571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140570.984375 Penalty: 3508.761963
	Iteration 19F: 3 clusters Score -140571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28262.761719 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28262.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28357.273438 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28357.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28365.898438 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28375.251953 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28375.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28375.251953 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -28375.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -199280.156250 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -199280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -196903.000000 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -196903 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197291.687500 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -197291.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197372.093750 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -197372.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197417.062500 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -197417.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197457.296875 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -197457.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197487.265625 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -197487.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197508.687500 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -197508.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197524.125000 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -197524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197532.062500 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -197532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197537.390625 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -197537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197539.984375 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -197540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197542.406250 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -197542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197543.515625 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -197543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197543.515625 Penalty: 3657.504883
	Iteration 13F: 3 clusters Score -197543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28732.357422 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28732.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28810.429688 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28810.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28831.689453 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28831.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28852.433594 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28852.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28856.988281 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28856.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28856.988281 Penalty: 2760.002197
	Iteration 5F: 3 clusters Score -28856.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Entering Unmasked Estep 
Score: -1640976.000000 Penalty: 2341.893066
	Iteration 0F: 2 clusters Score -1640976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1631669.875000 Penalty: 4683.786133
	Iteration 0F: 3 clusters Score -1631670 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1634478.125000 Penalty: 4683.786133
	Iteration 1F: 3 clusters Score -1634478 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1634802.875000 Penalty: 4683.786133
	Iteration 2F: 3 clusters Score -1634803 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1635037.125000 Penalty: 4683.786133
	Iteration 3Q: 3 clusters Score -1635037 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1635241.125000 Penalty: 4683.786133
	Iteration 4Q: 3 clusters Score -1635241 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1635446.250000 Penalty: 4683.786133
	Iteration 5Q: 3 clusters Score -1635446 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1635662.500000 Penalty: 4683.786133
	Iteration 6Q: 3 clusters Score -1635662 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1635938.000000 Penalty: 4683.786133
	Iteration 7Q: 3 clusters Score -1635938 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1636265.000000 Penalty: 4683.786133
	Iteration 8Q: 3 clusters Score -1636265 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1636673.625000 Penalty: 4683.786133
	Iteration 9Q: 3 clusters Score -1636674 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1637157.250000 Penalty: 4683.786133
	Iteration 10F: 3 clusters Score -1637157 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1637656.000000 Penalty: 4683.786133
	Iteration 11Q: 3 clusters Score -1637656 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1638161.375000 Penalty: 4683.786133
	Iteration 12Q: 3 clusters Score -1638161 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1638531.625000 Penalty: 4683.786133
	Iteration 13Q: 3 clusters Score -1638532 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1638817.500000 Penalty: 4683.786133
	Iteration 14Q: 3 clusters Score -1638818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1638980.125000 Penalty: 4683.786133
	Iteration 15Q: 3 clusters Score -1638980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1639042.125000 Penalty: 4683.786133
	Iteration 16Q: 3 clusters Score -1639042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1639086.000000 Penalty: 4683.786133
	Iteration 17Q: 3 clusters Score -1639086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1639108.125000 Penalty: 4683.786133
	Iteration 18Q: 3 clusters Score -1639108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1639129.750000 Penalty: 4683.786133
	Iteration 19Q: 3 clusters Score -1639130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1639135.375000 Penalty: 4683.786133
	Iteration 20F: 3 clusters Score -1639135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1639144.250000 Penalty: 4683.786133
	Iteration 21Q: 3 clusters Score -1639144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1639146.875000 Penalty: 4683.786133
	Iteration 22Q: 3 clusters Score -1639147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1639153.375000 Penalty: 4683.786133
	Iteration 23Q: 3 clusters Score -1639153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1639155.125000 Penalty: 4683.786133
	Iteration 24Q: 3 clusters Score -1639155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1639155.000000 Penalty: 4683.786133
	Iteration 25Q: 3 clusters Score -1639155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1639158.000000 Penalty: 4683.786133
	Iteration 26Q: 3 clusters Score -1639158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1639165.625000 Penalty: 4683.786133
	Iteration 27Q: 3 clusters Score -1639166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1639170.000000 Penalty: 4683.786133
	Iteration 28Q: 3 clusters Score -1639170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1639173.375000 Penalty: 4683.786133
	Iteration 29Q: 3 clusters Score -1639173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1639180.375000 Penalty: 4683.786133
	Iteration 30Q: 3 clusters Score -1639180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1639180.750000 Penalty: 4683.786133
	Iteration 31Q: 3 clusters Score -1639181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1639184.000000 Penalty: 4683.786133
	Iteration 32Q: 3 clusters Score -1639184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1639184.875000 Penalty: 4683.786133
	Iteration 33Q: 3 clusters Score -1639185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1639185.625000 Penalty: 4683.786133
	Iteration 34Q: 3 clusters Score -1639186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1639187.000000 Penalty: 4683.786133
	Iteration 35Q: 3 clusters Score -1639187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1639186.750000 Penalty: 4683.786133
	Iteration 36Q: 3 clusters Score -1639187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1639186.000000 Penalty: 4683.786133
	Iteration 37Q: 3 clusters Score -1639186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1639187.250000 Penalty: 4683.786133
	Iteration 38Q: 3 clusters Score -1639187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1639186.750000 Penalty: 4683.786133
	Iteration 39Q: 3 clusters Score -1639187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1639187.750000 Penalty: 4683.786133
	Iteration 40F: 3 clusters Score -1639188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Entering Unmasked Estep 
Score: -2635526.250000 Penalty: 2459.916016
	Iteration 0F: 2 clusters Score -2635526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2621187.000000 Penalty: 4919.832031
	Iteration 0F: 3 clusters Score -2621187 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2625908.750000 Penalty: 4919.832031
	Iteration 1F: 3 clusters Score -2625909 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2626251.500000 Penalty: 4919.832031
	Iteration 2F: 3 clusters Score -2626252 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2626514.750000 Penalty: 4919.832031
	Iteration 3Q: 3 clusters Score -2626515 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2626730.500000 Penalty: 4919.832031
	Iteration 4Q: 3 clusters Score -2626730 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2626906.500000 Penalty: 4919.832031
	Iteration 5Q: 3 clusters Score -2626906 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2627097.250000 Penalty: 4919.832031
	Iteration 6Q: 3 clusters Score -2627097 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2627284.000000 Penalty: 4919.832031
	Iteration 7Q: 3 clusters Score -2627284 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2627495.000000 Penalty: 4919.832031
	Iteration 8Q: 3 clusters Score -2627495 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2627707.500000 Penalty: 4919.832031
	Iteration 9Q: 3 clusters Score -2627708 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2628002.750000 Penalty: 4919.832031
	Iteration 10Q: 3 clusters Score -2628003 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2628339.500000 Penalty: 4919.832031
	Iteration 11Q: 3 clusters Score -2628340 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2628764.750000 Penalty: 4919.832031
	Iteration 12Q: 3 clusters Score -2628765 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2629361.750000 Penalty: 4919.832031
	Iteration 13Q: 3 clusters Score -2629362 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2630050.500000 Penalty: 4919.832031
	Iteration 14Q: 3 clusters Score -2630050 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2630752.750000 Penalty: 4919.832031
	Iteration 15Q: 3 clusters Score -2630753 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2631382.500000 Penalty: 4919.832031
	Iteration 16Q: 3 clusters Score -2631382 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2631939.750000 Penalty: 4919.832031
	Iteration 17Q: 3 clusters Score -2631940 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2632318.250000 Penalty: 4919.832031
	Iteration 18Q: 3 clusters Score -2632318 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2632612.250000 Penalty: 4919.832031
	Iteration 19Q: 3 clusters Score -2632612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2632853.000000 Penalty: 4919.832031
	Iteration 20F: 3 clusters Score -2632853 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2633016.750000 Penalty: 4919.832031
	Iteration 21Q: 3 clusters Score -2633017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2633120.250000 Penalty: 4919.832031
	Iteration 22Q: 3 clusters Score -2633120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2633178.250000 Penalty: 4919.832031
	Iteration 23Q: 3 clusters Score -2633178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2633220.250000 Penalty: 4919.832031
	Iteration 24Q: 3 clusters Score -2633220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2633242.750000 Penalty: 4919.832031
	Iteration 25Q: 3 clusters Score -2633243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2633253.500000 Penalty: 4919.832031
	Iteration 26Q: 3 clusters Score -2633254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2633266.750000 Penalty: 4919.832031
	Iteration 27Q: 3 clusters Score -2633267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2633287.000000 Penalty: 4919.832031
	Iteration 28Q: 3 clusters Score -2633287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2633296.750000 Penalty: 4919.832031
	Iteration 29Q: 3 clusters Score -2633297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2633309.750000 Penalty: 4919.832031
	Iteration 30Q: 3 clusters Score -2633310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2633316.750000 Penalty: 4919.832031
	Iteration 31Q: 3 clusters Score -2633317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2633318.500000 Penalty: 4919.832031
	Iteration 32Q: 3 clusters Score -2633318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2633322.000000 Penalty: 4919.832031
	Iteration 33Q: 3 clusters Score -2633322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2633326.500000 Penalty: 4919.832031
	Iteration 34Q: 3 clusters Score -2633326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2633326.500000 Penalty: 4919.832031
	Iteration 35Q: 3 clusters Score -2633326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2633333.750000 Penalty: 4919.832031
	Iteration 36Q: 3 clusters Score -2633334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2633338.250000 Penalty: 4919.832031
	Iteration 37Q: 3 clusters Score -2633338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2633347.250000 Penalty: 4919.832031
	Iteration 38Q: 3 clusters Score -2633347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2633346.500000 Penalty: 4919.832031
	Iteration 39Q: 3 clusters Score -2633346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2633355.250000 Penalty: 4919.832031
	Iteration 40F: 3 clusters Score -2633355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2633358.750000 Penalty: 4919.832031
	Iteration 41Q: 3 clusters Score -2633359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2633361.750000 Penalty: 4919.832031
	Iteration 42Q: 3 clusters Score -2633362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2633366.250000 Penalty: 4919.832031
	Iteration 43Q: 3 clusters Score -2633366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2633374.500000 Penalty: 4919.832031
	Iteration 44Q: 3 clusters Score -2633374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2633377.750000 Penalty: 4919.832031
	Iteration 45Q: 3 clusters Score -2633378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2633380.000000 Penalty: 4919.832031
	Iteration 46Q: 3 clusters Score -2633380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2633380.750000 Penalty: 4919.832031
	Iteration 47Q: 3 clusters Score -2633381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2633380.250000 Penalty: 4919.832031
	Iteration 48Q: 3 clusters Score -2633380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2633384.000000 Penalty: 4919.832031
	Iteration 49Q: 3 clusters Score -2633384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2633390.000000 Penalty: 4919.832031
	Iteration 50Q: 3 clusters Score -2633390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2633392.000000 Penalty: 4919.832031
	Iteration 51Q: 3 clusters Score -2633392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2633401.000000 Penalty: 4919.832031
	Iteration 52Q: 3 clusters Score -2633401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2633400.500000 Penalty: 4919.832031
	Iteration 53Q: 3 clusters Score -2633400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2633412.750000 Penalty: 4919.832031
	Iteration 54Q: 3 clusters Score -2633413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2633409.000000 Penalty: 4919.832031
	Iteration 55Q: 3 clusters Score -2633409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2633419.000000 Penalty: 4919.832031
	Iteration 56Q: 3 clusters Score -2633419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2633421.750000 Penalty: 4919.832031
	Iteration 57Q: 3 clusters Score -2633422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2633420.500000 Penalty: 4919.832031
	Iteration 58Q: 3 clusters Score -2633420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2633428.000000 Penalty: 4919.832031
	Iteration 59Q: 3 clusters Score -2633428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2633428.250000 Penalty: 4919.832031
	Iteration 60F: 3 clusters Score -2633428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2633428.500000 Penalty: 4919.832031
	Iteration 61Q: 3 clusters Score -2633428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2633438.000000 Penalty: 4919.832031
	Iteration 62Q: 3 clusters Score -2633438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2633438.000000 Penalty: 4919.832031
	Iteration 63Q: 3 clusters Score -2633438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2633442.500000 Penalty: 4919.832031
	Iteration 64Q: 3 clusters Score -2633442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2633444.750000 Penalty: 4919.832031
	Iteration 65Q: 3 clusters Score -2633445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2633449.500000 Penalty: 4919.832031
	Iteration 66Q: 3 clusters Score -2633450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2633456.750000 Penalty: 4919.832031
	Iteration 67Q: 3 clusters Score -2633457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2633453.750000 Penalty: 4919.832031
	Iteration 68Q: 3 clusters Score -2633454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2633456.750000 Penalty: 4919.832031
	Iteration 69Q: 3 clusters Score -2633457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2633453.750000 Penalty: 4919.832031
	Iteration 70Q: 3 clusters Score -2633454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2633454.000000 Penalty: 4919.832031
	Iteration 71Q: 3 clusters Score -2633454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2633452.750000 Penalty: 4919.832031
	Iteration 72Q: 3 clusters Score -2633453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2633454.750000 Penalty: 4919.832031
	Iteration 73Q: 3 clusters Score -2633455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2633460.500000 Penalty: 4919.832031
	Iteration 74Q: 3 clusters Score -2633460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2633460.500000 Penalty: 4919.832031
	Iteration 75F: 3 clusters Score -2633460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -112385.117188 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -112385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110518.632812 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -110518.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110991.781250 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -110991.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111129.078125 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -111129.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111219.390625 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -111219.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111320.117188 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -111320.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111414.398438 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -111414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111492.765625 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -111492.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111570.398438 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -111570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111619.664062 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -111619.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111659.492188 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -111659.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111687.632812 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -111687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111705.343750 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -111705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111733.000000 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -111733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111772.640625 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -111772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111798.632812 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -111798.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111836.820312 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -111836.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111932.039062 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -111932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112033.023438 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -112033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112078.406250 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -112078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112088.968750 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -112089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112094.570312 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -112094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Entering Unmasked Estep 
Score: -19827962.000000 Penalty: 2963.009521
	Iteration 0F: 2 clusters Score -1.982796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -19728496.000000 Penalty: 5926.019043
	Iteration 0F: 3 clusters Score -1.97285e+07 nChanged 73660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -19770354.000000 Penalty: 5926.019043
	Iteration 1F: 3 clusters Score -1.977035e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -19770958.000000 Penalty: 5926.019043
	Iteration 2Q: 3 clusters Score -1.977096e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -19771658.000000 Penalty: 5926.019043
	Iteration 3Q: 3 clusters Score -1.977166e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -19772368.000000 Penalty: 5926.019043
	Iteration 4Q: 3 clusters Score -1.977237e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -19773048.000000 Penalty: 5926.019043
	Iteration 5Q: 3 clusters Score -1.977305e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -19774196.000000 Penalty: 5926.019043
	Iteration 6Q: 3 clusters Score -1.97742e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -19776350.000000 Penalty: 5926.019043
	Iteration 7Q: 3 clusters Score -1.977635e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -19780646.000000 Penalty: 5926.019043
	Iteration 8F: 3 clusters Score -1.978065e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -19788284.000000 Penalty: 5926.019043
	Iteration 9F: 3 clusters Score -1.978828e+07 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -19799898.000000 Penalty: 5926.019043
	Iteration 10F: 3 clusters Score -1.97999e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 137665 members 
Entering Unmasked Estep 
Score: -19812264.000000 Penalty: 5926.019043
	Iteration 11F: 3 clusters Score -1.981226e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 146995 members 
Entering Unmasked Estep 
Score: -19820506.000000 Penalty: 5926.019043
	Iteration 12F: 3 clusters Score -1.982051e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -19823796.000000 Penalty: 5926.019043
	Iteration 13Q: 3 clusters Score -1.98238e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -19824958.000000 Penalty: 5926.019043
	Iteration 14Q: 3 clusters Score -1.982496e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -19825198.000000 Penalty: 5926.019043
	Iteration 15Q: 3 clusters Score -1.98252e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -19825312.000000 Penalty: 5926.019043
	Iteration 16Q: 3 clusters Score -1.982531e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154016 members 
Entering Unmasked Estep 
Score: -19825414.000000 Penalty: 5926.019043
	Iteration 17Q: 3 clusters Score -1.982541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 154049 members 
Entering Unmasked Estep 
Score: -19825438.000000 Penalty: 5926.019043
	Iteration 18Q: 3 clusters Score -1.982544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -19825472.000000 Penalty: 5926.019043
	Iteration 19Q: 3 clusters Score -1.982547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 154085 members 
Entering Unmasked Estep 
Score: -19825468.000000 Penalty: 5926.019043
	Iteration 20F: 3 clusters Score -1.982547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 154092 members 
Entering Unmasked Estep 
Score: -19825500.000000 Penalty: 5926.019043
	Iteration 21Q: 3 clusters Score -1.98255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -19825522.000000 Penalty: 5926.019043
	Iteration 22Q: 3 clusters Score -1.982552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -19825514.000000 Penalty: 5926.019043
	Iteration 23Q: 3 clusters Score -1.982551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -19825524.000000 Penalty: 5926.019043
	Iteration 24Q: 3 clusters Score -1.982552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -19825526.000000 Penalty: 5926.019043
	Iteration 25Q: 3 clusters Score -1.982553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -19825530.000000 Penalty: 5926.019043
	Iteration 26Q: 3 clusters Score -1.982553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -19825530.000000 Penalty: 5926.019043
	Iteration 27F: 3 clusters Score -1.982553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Entering Unmasked Estep 
Score: -4227197.500000 Penalty: 2588.381836
	Iteration 0F: 2 clusters Score -4227198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4204035.500000 Penalty: 5176.763672
	Iteration 0F: 3 clusters Score -4204036 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4212414.500000 Penalty: 5176.763672
	Iteration 1F: 3 clusters Score -4212414 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4212840.500000 Penalty: 5176.763672
	Iteration 2Q: 3 clusters Score -4212840 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4213197.500000 Penalty: 5176.763672
	Iteration 3Q: 3 clusters Score -4213198 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4213505.000000 Penalty: 5176.763672
	Iteration 4Q: 3 clusters Score -4213505 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4213843.000000 Penalty: 5176.763672
	Iteration 5Q: 3 clusters Score -4213843 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4214213.500000 Penalty: 5176.763672
	Iteration 6Q: 3 clusters Score -4214214 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4214596.500000 Penalty: 5176.763672
	Iteration 7Q: 3 clusters Score -4214596 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4215095.500000 Penalty: 5176.763672
	Iteration 8Q: 3 clusters Score -4215096 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4215722.000000 Penalty: 5176.763672
	Iteration 9Q: 3 clusters Score -4215722 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4216558.500000 Penalty: 5176.763672
	Iteration 10Q: 3 clusters Score -4216558 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4217728.500000 Penalty: 5176.763672
	Iteration 11F: 3 clusters Score -4217728 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4219170.500000 Penalty: 5176.763672
	Iteration 12F: 3 clusters Score -4219170 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4220742.500000 Penalty: 5176.763672
	Iteration 13F: 3 clusters Score -4220742 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4222253.500000 Penalty: 5176.763672
	Iteration 14F: 3 clusters Score -4222254 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4223370.000000 Penalty: 5176.763672
	Iteration 15Q: 3 clusters Score -4223370 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4224011.500000 Penalty: 5176.763672
	Iteration 16Q: 3 clusters Score -4224012 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4224327.000000 Penalty: 5176.763672
	Iteration 17Q: 3 clusters Score -4224327 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4224552.500000 Penalty: 5176.763672
	Iteration 18Q: 3 clusters Score -4224552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4224710.500000 Penalty: 5176.763672
	Iteration 19Q: 3 clusters Score -4224710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4224807.500000 Penalty: 5176.763672
	Iteration 20F: 3 clusters Score -4224808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4224862.500000 Penalty: 5176.763672
	Iteration 21Q: 3 clusters Score -4224862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4224897.500000 Penalty: 5176.763672
	Iteration 22Q: 3 clusters Score -4224898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4224926.500000 Penalty: 5176.763672
	Iteration 23Q: 3 clusters Score -4224926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4224935.000000 Penalty: 5176.763672
	Iteration 24Q: 3 clusters Score -4224935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4224949.000000 Penalty: 5176.763672
	Iteration 25Q: 3 clusters Score -4224949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4224958.500000 Penalty: 5176.763672
	Iteration 26Q: 3 clusters Score -4224958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4224968.000000 Penalty: 5176.763672
	Iteration 27Q: 3 clusters Score -4224968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4224970.000000 Penalty: 5176.763672
	Iteration 28Q: 3 clusters Score -4224970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4224969.000000 Penalty: 5176.763672
	Iteration 29Q: 3 clusters Score -4224969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4224974.000000 Penalty: 5176.763672
	Iteration 30Q: 3 clusters Score -4224974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4224974.000000 Penalty: 5176.763672
	Iteration 31F: 3 clusters Score -4224974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Entering Unmasked Estep 
Score: -2757872.500000 Penalty: 2471.484619
	Iteration 0F: 2 clusters Score -2757872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2742977.000000 Penalty: 4942.969238
	Iteration 0F: 3 clusters Score -2742977 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2748016.500000 Penalty: 4942.969238
	Iteration 1F: 3 clusters Score -2748016 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2748374.500000 Penalty: 4942.969238
	Iteration 2Q: 3 clusters Score -2748374 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2748746.500000 Penalty: 4942.969238
	Iteration 3Q: 3 clusters Score -2748746 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2749112.750000 Penalty: 4942.969238
	Iteration 4Q: 3 clusters Score -2749113 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2749491.250000 Penalty: 4942.969238
	Iteration 5Q: 3 clusters Score -2749491 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2749881.250000 Penalty: 4942.969238
	Iteration 6Q: 3 clusters Score -2749881 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2750312.250000 Penalty: 4942.969238
	Iteration 7Q: 3 clusters Score -2750312 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2750832.250000 Penalty: 4942.969238
	Iteration 8Q: 3 clusters Score -2750832 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2751443.500000 Penalty: 4942.969238
	Iteration 9Q: 3 clusters Score -2751444 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2752108.000000 Penalty: 4942.969238
	Iteration 10Q: 3 clusters Score -2752108 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2752686.500000 Penalty: 4942.969238
	Iteration 11Q: 3 clusters Score -2752686 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2753154.750000 Penalty: 4942.969238
	Iteration 12Q: 3 clusters Score -2753155 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2753541.250000 Penalty: 4942.969238
	Iteration 13Q: 3 clusters Score -2753541 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2753881.250000 Penalty: 4942.969238
	Iteration 14Q: 3 clusters Score -2753881 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2754213.500000 Penalty: 4942.969238
	Iteration 15Q: 3 clusters Score -2754214 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2754450.500000 Penalty: 4942.969238
	Iteration 16Q: 3 clusters Score -2754450 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2754652.750000 Penalty: 4942.969238
	Iteration 17Q: 3 clusters Score -2754653 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2754820.500000 Penalty: 4942.969238
	Iteration 18Q: 3 clusters Score -2754820 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2754948.750000 Penalty: 4942.969238
	Iteration 19Q: 3 clusters Score -2754949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2755044.000000 Penalty: 4942.969238
	Iteration 20F: 3 clusters Score -2755044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2755130.000000 Penalty: 4942.969238
	Iteration 21Q: 3 clusters Score -2755130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2755208.250000 Penalty: 4942.969238
	Iteration 22Q: 3 clusters Score -2755208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2755278.250000 Penalty: 4942.969238
	Iteration 23Q: 3 clusters Score -2755278 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2755332.000000 Penalty: 4942.969238
	Iteration 24Q: 3 clusters Score -2755332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2755403.000000 Penalty: 4942.969238
	Iteration 25Q: 3 clusters Score -2755403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2755455.000000 Penalty: 4942.969238
	Iteration 26Q: 3 clusters Score -2755455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2755502.250000 Penalty: 4942.969238
	Iteration 27Q: 3 clusters Score -2755502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2755528.500000 Penalty: 4942.969238
	Iteration 28Q: 3 clusters Score -2755528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2755543.250000 Penalty: 4942.969238
	Iteration 29Q: 3 clusters Score -2755543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2755567.000000 Penalty: 4942.969238
	Iteration 30Q: 3 clusters Score -2755567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2755587.000000 Penalty: 4942.969238
	Iteration 31Q: 3 clusters Score -2755587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2755611.000000 Penalty: 4942.969238
	Iteration 32Q: 3 clusters Score -2755611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2755634.250000 Penalty: 4942.969238
	Iteration 33Q: 3 clusters Score -2755634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2755643.000000 Penalty: 4942.969238
	Iteration 34Q: 3 clusters Score -2755643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2755652.000000 Penalty: 4942.969238
	Iteration 35Q: 3 clusters Score -2755652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2755655.500000 Penalty: 4942.969238
	Iteration 36Q: 3 clusters Score -2755656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2755659.500000 Penalty: 4942.969238
	Iteration 37Q: 3 clusters Score -2755660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2755665.250000 Penalty: 4942.969238
	Iteration 38Q: 3 clusters Score -2755665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2755667.250000 Penalty: 4942.969238
	Iteration 39Q: 3 clusters Score -2755667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2755670.500000 Penalty: 4942.969238
	Iteration 40F: 3 clusters Score -2755670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2755673.250000 Penalty: 4942.969238
	Iteration 41Q: 3 clusters Score -2755673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2755671.750000 Penalty: 4942.969238
	Iteration 42Q: 3 clusters Score -2755672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2755678.000000 Penalty: 4942.969238
	Iteration 43Q: 3 clusters Score -2755678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2755680.250000 Penalty: 4942.969238
	Iteration 44Q: 3 clusters Score -2755680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2755680.250000 Penalty: 4942.969238
	Iteration 45Q: 3 clusters Score -2755680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2755684.750000 Penalty: 4942.969238
	Iteration 46Q: 3 clusters Score -2755685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2755682.500000 Penalty: 4942.969238
	Iteration 47Q: 3 clusters Score -2755682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2755684.000000 Penalty: 4942.969238
	Iteration 48Q: 3 clusters Score -2755684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2755686.000000 Penalty: 4942.969238
	Iteration 49Q: 3 clusters Score -2755686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2755686.000000 Penalty: 4942.969238
	Iteration 50F: 3 clusters Score -2755686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Entering Unmasked Estep 
Score: -1272404.750000 Penalty: 2297.771484
	Iteration 0F: 2 clusters Score -1272405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1264355.625000 Penalty: 4595.542969
	Iteration 0F: 3 clusters Score -1264356 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1266930.125000 Penalty: 4595.542969
	Iteration 1F: 3 clusters Score -1266930 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1267510.500000 Penalty: 4595.542969
	Iteration 2F: 3 clusters Score -1267510 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1267946.000000 Penalty: 4595.542969
	Iteration 3F: 3 clusters Score -1267946 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1268345.375000 Penalty: 4595.542969
	Iteration 4F: 3 clusters Score -1268345 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1268736.625000 Penalty: 4595.542969
	Iteration 5F: 3 clusters Score -1268737 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1269139.875000 Penalty: 4595.542969
	Iteration 6F: 3 clusters Score -1269140 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1269574.625000 Penalty: 4595.542969
	Iteration 7F: 3 clusters Score -1269575 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1269995.750000 Penalty: 4595.542969
	Iteration 8F: 3 clusters Score -1269996 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1270384.500000 Penalty: 4595.542969
	Iteration 9Q: 3 clusters Score -1270384 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1270679.750000 Penalty: 4595.542969
	Iteration 10Q: 3 clusters Score -1270680 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1270873.875000 Penalty: 4595.542969
	Iteration 11Q: 3 clusters Score -1270874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1270999.125000 Penalty: 4595.542969
	Iteration 12Q: 3 clusters Score -1270999 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1271101.000000 Penalty: 4595.542969
	Iteration 13Q: 3 clusters Score -1271101 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1271195.500000 Penalty: 4595.542969
	Iteration 14Q: 3 clusters Score -1271196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1271267.250000 Penalty: 4595.542969
	Iteration 15Q: 3 clusters Score -1271267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1271325.750000 Penalty: 4595.542969
	Iteration 16Q: 3 clusters Score -1271326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1271390.625000 Penalty: 4595.542969
	Iteration 17Q: 3 clusters Score -1271391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1271453.125000 Penalty: 4595.542969
	Iteration 18Q: 3 clusters Score -1271453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1271498.625000 Penalty: 4595.542969
	Iteration 19Q: 3 clusters Score -1271499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1271533.125000 Penalty: 4595.542969
	Iteration 20F: 3 clusters Score -1271533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1271548.500000 Penalty: 4595.542969
	Iteration 21Q: 3 clusters Score -1271548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1271571.625000 Penalty: 4595.542969
	Iteration 22Q: 3 clusters Score -1271572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1271587.625000 Penalty: 4595.542969
	Iteration 23Q: 3 clusters Score -1271588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1271605.875000 Penalty: 4595.542969
	Iteration 24Q: 3 clusters Score -1271606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1271619.250000 Penalty: 4595.542969
	Iteration 25Q: 3 clusters Score -1271619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1271633.000000 Penalty: 4595.542969
	Iteration 26Q: 3 clusters Score -1271633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1271641.125000 Penalty: 4595.542969
	Iteration 27Q: 3 clusters Score -1271641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1271654.750000 Penalty: 4595.542969
	Iteration 28Q: 3 clusters Score -1271655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1271659.750000 Penalty: 4595.542969
	Iteration 29Q: 3 clusters Score -1271660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1271666.875000 Penalty: 4595.542969
	Iteration 30Q: 3 clusters Score -1271667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1271673.750000 Penalty: 4595.542969
	Iteration 31Q: 3 clusters Score -1271674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1271674.500000 Penalty: 4595.542969
	Iteration 32Q: 3 clusters Score -1271674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1271677.250000 Penalty: 4595.542969
	Iteration 33Q: 3 clusters Score -1271677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1271680.625000 Penalty: 4595.542969
	Iteration 34Q: 3 clusters Score -1271681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1271682.125000 Penalty: 4595.542969
	Iteration 35Q: 3 clusters Score -1271682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1271685.125000 Penalty: 4595.542969
	Iteration 36Q: 3 clusters Score -1271685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1271688.750000 Penalty: 4595.542969
	Iteration 37Q: 3 clusters Score -1271689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1271691.750000 Penalty: 4595.542969
	Iteration 38Q: 3 clusters Score -1271692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1271698.125000 Penalty: 4595.542969
	Iteration 39Q: 3 clusters Score -1271698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1271700.375000 Penalty: 4595.542969
	Iteration 40F: 3 clusters Score -1271700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1271702.375000 Penalty: 4595.542969
	Iteration 41Q: 3 clusters Score -1271702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1271704.125000 Penalty: 4595.542969
	Iteration 42Q: 3 clusters Score -1271704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1271705.375000 Penalty: 4595.542969
	Iteration 43Q: 3 clusters Score -1271705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1271708.250000 Penalty: 4595.542969
	Iteration 44Q: 3 clusters Score -1271708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1271710.125000 Penalty: 4595.542969
	Iteration 45Q: 3 clusters Score -1271710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1271709.875000 Penalty: 4595.542969
	Iteration 46Q: 3 clusters Score -1271710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1271709.875000 Penalty: 4595.542969
	Iteration 47F: 3 clusters Score -1271710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -171249.531250 Penalty: 1800.609619
	Iteration 0F: 2 clusters Score -171249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169016.109375 Penalty: 3601.219238
	Iteration 0F: 3 clusters Score -169016.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169393.250000 Penalty: 3601.219238
	Iteration 1F: 3 clusters Score -169393.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -169507.468750 Penalty: 3601.219238
	Iteration 2F: 3 clusters Score -169507.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169556.125000 Penalty: 3601.219238
	Iteration 3Q: 3 clusters Score -169556.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -169587.218750 Penalty: 3601.219238
	Iteration 4Q: 3 clusters Score -169587.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -169609.187500 Penalty: 3601.219238
	Iteration 5Q: 3 clusters Score -169609.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -169621.109375 Penalty: 3601.219238
	Iteration 6Q: 3 clusters Score -169621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -169628.125000 Penalty: 3601.219238
	Iteration 7Q: 3 clusters Score -169628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -169631.093750 Penalty: 3601.219238
	Iteration 8Q: 3 clusters Score -169631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -169634.718750 Penalty: 3601.219238
	Iteration 9Q: 3 clusters Score -169634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169637.781250 Penalty: 3601.219238
	Iteration 10Q: 3 clusters Score -169637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -169641.750000 Penalty: 3601.219238
	Iteration 11Q: 3 clusters Score -169641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169645.218750 Penalty: 3601.219238
	Iteration 12Q: 3 clusters Score -169645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169649.343750 Penalty: 3601.219238
	Iteration 13Q: 3 clusters Score -169649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -169659.531250 Penalty: 3601.219238
	Iteration 14Q: 3 clusters Score -169659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -169668.062500 Penalty: 3601.219238
	Iteration 15Q: 3 clusters Score -169668.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -169682.328125 Penalty: 3601.219238
	Iteration 16Q: 3 clusters Score -169682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -169695.812500 Penalty: 3601.219238
	Iteration 17Q: 3 clusters Score -169695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -169704.234375 Penalty: 3601.219238
	Iteration 18Q: 3 clusters Score -169704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -169712.281250 Penalty: 3601.219238
	Iteration 19Q: 3 clusters Score -169712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -169720.250000 Penalty: 3601.219238
	Iteration 20F: 3 clusters Score -169720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -169722.468750 Penalty: 3601.219238
	Iteration 21Q: 3 clusters Score -169722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -169727.968750 Penalty: 3601.219238
	Iteration 22Q: 3 clusters Score -169728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -169729.234375 Penalty: 3601.219238
	Iteration 23Q: 3 clusters Score -169729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -169730.546875 Penalty: 3601.219238
	Iteration 24Q: 3 clusters Score -169730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169731.890625 Penalty: 3601.219238
	Iteration 25Q: 3 clusters Score -169731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -169732.812500 Penalty: 3601.219238
	Iteration 26Q: 3 clusters Score -169732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -169733.093750 Penalty: 3601.219238
	Iteration 27Q: 3 clusters Score -169733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169733.328125 Penalty: 3601.219238
	Iteration 28Q: 3 clusters Score -169733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169733.328125 Penalty: 3601.219238
	Iteration 29F: 3 clusters Score -169733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Entering Unmasked Estep 
Score: -5956205.000000 Penalty: 2663.019775
	Iteration 0F: 2 clusters Score -5956205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -5925096.000000 Penalty: 5326.039551
	Iteration 0F: 3 clusters Score -5925096 nChanged 21164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5936826.000000 Penalty: 5326.039551
	Iteration 1F: 3 clusters Score -5936826 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5937432.000000 Penalty: 5326.039551
	Iteration 2Q: 3 clusters Score -5937432 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5938153.500000 Penalty: 5326.039551
	Iteration 3Q: 3 clusters Score -5938154 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5938986.000000 Penalty: 5326.039551
	Iteration 4Q: 3 clusters Score -5938986 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -5940116.000000 Penalty: 5326.039551
	Iteration 5Q: 3 clusters Score -5940116 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5941759.500000 Penalty: 5326.039551
	Iteration 6F: 3 clusters Score -5941760 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5943854.500000 Penalty: 5326.039551
	Iteration 7F: 3 clusters Score -5943854 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5946372.500000 Penalty: 5326.039551
	Iteration 8F: 3 clusters Score -5946372 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -5948667.000000 Penalty: 5326.039551
	Iteration 9F: 3 clusters Score -5948667 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5950390.500000 Penalty: 5326.039551
	Iteration 10Q: 3 clusters Score -5950390 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5951633.500000 Penalty: 5326.039551
	Iteration 11Q: 3 clusters Score -5951634 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5952348.500000 Penalty: 5326.039551
	Iteration 12Q: 3 clusters Score -5952348 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5952808.500000 Penalty: 5326.039551
	Iteration 13Q: 3 clusters Score -5952808 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5953086.000000 Penalty: 5326.039551
	Iteration 14Q: 3 clusters Score -5953086 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5953275.500000 Penalty: 5326.039551
	Iteration 15Q: 3 clusters Score -5953276 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5953416.000000 Penalty: 5326.039551
	Iteration 16Q: 3 clusters Score -5953416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5953498.000000 Penalty: 5326.039551
	Iteration 17Q: 3 clusters Score -5953498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5953567.500000 Penalty: 5326.039551
	Iteration 18Q: 3 clusters Score -5953568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5953621.500000 Penalty: 5326.039551
	Iteration 19Q: 3 clusters Score -5953622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5953659.500000 Penalty: 5326.039551
	Iteration 20F: 3 clusters Score -5953660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5953691.500000 Penalty: 5326.039551
	Iteration 21Q: 3 clusters Score -5953692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5953722.000000 Penalty: 5326.039551
	Iteration 22Q: 3 clusters Score -5953722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5953755.000000 Penalty: 5326.039551
	Iteration 23Q: 3 clusters Score -5953755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5953782.500000 Penalty: 5326.039551
	Iteration 24Q: 3 clusters Score -5953782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5953795.500000 Penalty: 5326.039551
	Iteration 25Q: 3 clusters Score -5953796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5953803.000000 Penalty: 5326.039551
	Iteration 26Q: 3 clusters Score -5953803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5953813.000000 Penalty: 5326.039551
	Iteration 27Q: 3 clusters Score -5953813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5953820.500000 Penalty: 5326.039551
	Iteration 28Q: 3 clusters Score -5953820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5953826.000000 Penalty: 5326.039551
	Iteration 29Q: 3 clusters Score -5953826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5953833.000000 Penalty: 5326.039551
	Iteration 30Q: 3 clusters Score -5953833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5953850.000000 Penalty: 5326.039551
	Iteration 31Q: 3 clusters Score -5953850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5953855.500000 Penalty: 5326.039551
	Iteration 32Q: 3 clusters Score -5953856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5953872.000000 Penalty: 5326.039551
	Iteration 33Q: 3 clusters Score -5953872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5953879.500000 Penalty: 5326.039551
	Iteration 34Q: 3 clusters Score -5953880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5953877.000000 Penalty: 5326.039551
	Iteration 35Q: 3 clusters Score -5953877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5953879.500000 Penalty: 5326.039551
	Iteration 36Q: 3 clusters Score -5953880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5953875.500000 Penalty: 5326.039551
	Iteration 37Q: 3 clusters Score -5953876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5953878.000000 Penalty: 5326.039551
	Iteration 38Q: 3 clusters Score -5953878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5953881.000000 Penalty: 5326.039551
	Iteration 39Q: 3 clusters Score -5953881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5953898.000000 Penalty: 5326.039551
	Iteration 40F: 3 clusters Score -5953898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5953906.000000 Penalty: 5326.039551
	Iteration 41Q: 3 clusters Score -5953906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5953904.000000 Penalty: 5326.039551
	Iteration 42Q: 3 clusters Score -5953904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5953905.000000 Penalty: 5326.039551
	Iteration 43Q: 3 clusters Score -5953905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5953905.000000 Penalty: 5326.039551
	Iteration 44F: 3 clusters Score -5953905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166210 members 
Entering Unmasked Estep 
Score: -21221774.000000 Penalty: 2981.209961
	Iteration 0F: 2 clusters Score -2.122177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -21113844.000000 Penalty: 5962.419922
	Iteration 0F: 3 clusters Score -2.111384e+07 nChanged 79737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -21161458.000000 Penalty: 5962.419922
	Iteration 1F: 3 clusters Score -2.116146e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -21163732.000000 Penalty: 5962.419922
	Iteration 2Q: 3 clusters Score -2.116373e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -21167288.000000 Penalty: 5962.419922
	Iteration 3Q: 3 clusters Score -2.116729e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -21172408.000000 Penalty: 5962.419922
	Iteration 4F: 3 clusters Score -2.117241e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -21179460.000000 Penalty: 5962.419922
	Iteration 5F: 3 clusters Score -2.117946e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -21187896.000000 Penalty: 5962.419922
	Iteration 6F: 3 clusters Score -2.11879e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -21195774.000000 Penalty: 5962.419922
	Iteration 7F: 3 clusters Score -2.119577e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -21201440.000000 Penalty: 5962.419922
	Iteration 8F: 3 clusters Score -2.120144e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -21204556.000000 Penalty: 5962.419922
	Iteration 9Q: 3 clusters Score -2.120456e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -21206082.000000 Penalty: 5962.419922
	Iteration 10Q: 3 clusters Score -2.120608e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 130143 members 
Entering Unmasked Estep 
Score: -21207140.000000 Penalty: 5962.419922
	Iteration 11Q: 3 clusters Score -2.120714e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -21208194.000000 Penalty: 5962.419922
	Iteration 12Q: 3 clusters Score -2.120819e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -21209232.000000 Penalty: 5962.419922
	Iteration 13Q: 3 clusters Score -2.120923e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -21210384.000000 Penalty: 5962.419922
	Iteration 14Q: 3 clusters Score -2.121038e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 142368 members 
Entering Unmasked Estep 
Score: -21211436.000000 Penalty: 5962.419922
	Iteration 15Q: 3 clusters Score -2.121144e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -21212740.000000 Penalty: 5962.419922
	Iteration 16Q: 3 clusters Score -2.121274e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -21213934.000000 Penalty: 5962.419922
	Iteration 17Q: 3 clusters Score -2.121393e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -21215124.000000 Penalty: 5962.419922
	Iteration 18Q: 3 clusters Score -2.121512e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 152606 members 
Entering Unmasked Estep 
Score: -21216068.000000 Penalty: 5962.419922
	Iteration 19Q: 3 clusters Score -2.121607e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -21217092.000000 Penalty: 5962.419922
	Iteration 20F: 3 clusters Score -2.121709e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -21217906.000000 Penalty: 5962.419922
	Iteration 21Q: 3 clusters Score -2.121791e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -21218556.000000 Penalty: 5962.419922
	Iteration 22Q: 3 clusters Score -2.121856e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -21219128.000000 Penalty: 5962.419922
	Iteration 23Q: 3 clusters Score -2.121913e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -21219496.000000 Penalty: 5962.419922
	Iteration 24Q: 3 clusters Score -2.12195e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -21219794.000000 Penalty: 5962.419922
	Iteration 25Q: 3 clusters Score -2.121979e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -21219942.000000 Penalty: 5962.419922
	Iteration 26Q: 3 clusters Score -2.121994e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -21220086.000000 Penalty: 5962.419922
	Iteration 27Q: 3 clusters Score -2.122009e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -21220186.000000 Penalty: 5962.419922
	Iteration 28Q: 3 clusters Score -2.122019e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -21220156.000000 Penalty: 5962.419922
	Iteration 29Q: 3 clusters Score -2.122016e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -21220258.000000 Penalty: 5962.419922
	Iteration 30Q: 3 clusters Score -2.122026e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 163009 members 
Entering Unmasked Estep 
Score: -21220246.000000 Penalty: 5962.419922
	Iteration 31Q: 3 clusters Score -2.122025e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -21220252.000000 Penalty: 5962.419922
	Iteration 32Q: 3 clusters Score -2.122025e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -21220234.000000 Penalty: 5962.419922
	Iteration 33Q: 3 clusters Score -2.122023e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -21220272.000000 Penalty: 5962.419922
	Iteration 34Q: 3 clusters Score -2.122027e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -21220252.000000 Penalty: 5962.419922
	Iteration 35Q: 3 clusters Score -2.122025e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -21220290.000000 Penalty: 5962.419922
	Iteration 36Q: 3 clusters Score -2.122029e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 163736 members 
Entering Unmasked Estep 
Score: -21220272.000000 Penalty: 5962.419922
	Iteration 37Q: 3 clusters Score -2.122027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -21220300.000000 Penalty: 5962.419922
	Iteration 38Q: 3 clusters Score -2.12203e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -21220318.000000 Penalty: 5962.419922
	Iteration 39Q: 3 clusters Score -2.122032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -21220358.000000 Penalty: 5962.419922
	Iteration 40F: 3 clusters Score -2.122036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 163942 members 
Entering Unmasked Estep 
Score: -21220366.000000 Penalty: 5962.419922
	Iteration 41Q: 3 clusters Score -2.122037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -21220370.000000 Penalty: 5962.419922
	Iteration 42Q: 3 clusters Score -2.122037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 164009 members 
Entering Unmasked Estep 
Score: -21220366.000000 Penalty: 5962.419922
	Iteration 43Q: 3 clusters Score -2.122037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -21220380.000000 Penalty: 5962.419922
	Iteration 44Q: 3 clusters Score -2.122038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -21220384.000000 Penalty: 5962.419922
	Iteration 45Q: 3 clusters Score -2.122038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -21220400.000000 Penalty: 5962.419922
	Iteration 46Q: 3 clusters Score -2.12204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -21220404.000000 Penalty: 5962.419922
	Iteration 47Q: 3 clusters Score -2.12204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -21220380.000000 Penalty: 5962.419922
	Iteration 48Q: 3 clusters Score -2.122038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5962.419922
	Iteration 49Q: 3 clusters Score -2.122039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5962.419922
	Iteration 50Q: 3 clusters Score -2.122039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5962.419922
	Iteration 51Q: 3 clusters Score -2.12204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 164125 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5962.419922
	Iteration 52Q: 3 clusters Score -2.122039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -21220386.000000 Penalty: 5962.419922
	Iteration 53Q: 3 clusters Score -2.122039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 164134 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5962.419922
	Iteration 54Q: 3 clusters Score -2.122039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5962.419922
	Iteration 55Q: 3 clusters Score -2.122039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5962.419922
	Iteration 56Q: 3 clusters Score -2.122039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -21220386.000000 Penalty: 5962.419922
	Iteration 57Q: 3 clusters Score -2.122039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5962.419922
	Iteration 58Q: 3 clusters Score -2.122039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -21220380.000000 Penalty: 5962.419922
	Iteration 59Q: 3 clusters Score -2.122038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -21220392.000000 Penalty: 5962.419922
	Iteration 60F: 3 clusters Score -2.122039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -21220400.000000 Penalty: 5962.419922
	Iteration 61Q: 3 clusters Score -2.12204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -21220406.000000 Penalty: 5962.419922
	Iteration 62Q: 3 clusters Score -2.122041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -21220402.000000 Penalty: 5962.419922
	Iteration 63Q: 3 clusters Score -2.12204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -21220412.000000 Penalty: 5962.419922
	Iteration 64Q: 3 clusters Score -2.122041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5962.419922
	Iteration 65Q: 3 clusters Score -2.122039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -21220386.000000 Penalty: 5962.419922
	Iteration 66Q: 3 clusters Score -2.122039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5962.419922
	Iteration 67Q: 3 clusters Score -2.122039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -21220396.000000 Penalty: 5962.419922
	Iteration 68Q: 3 clusters Score -2.12204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 164167 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5962.419922
	Iteration 69Q: 3 clusters Score -2.122039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -21220392.000000 Penalty: 5962.419922
	Iteration 70Q: 3 clusters Score -2.122039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5962.419922
	Iteration 71Q: 3 clusters Score -2.12204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5962.419922
	Iteration 72Q: 3 clusters Score -2.12204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -21220420.000000 Penalty: 5962.419922
	Iteration 73Q: 3 clusters Score -2.122042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -21220414.000000 Penalty: 5962.419922
	Iteration 74Q: 3 clusters Score -2.122041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -21220418.000000 Penalty: 5962.419922
	Iteration 75Q: 3 clusters Score -2.122042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -21220410.000000 Penalty: 5962.419922
	Iteration 76Q: 3 clusters Score -2.122041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -21220414.000000 Penalty: 5962.419922
	Iteration 77Q: 3 clusters Score -2.122041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -21220416.000000 Penalty: 5962.419922
	Iteration 78Q: 3 clusters Score -2.122042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -21220406.000000 Penalty: 5962.419922
	Iteration 79Q: 3 clusters Score -2.122041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -21220400.000000 Penalty: 5962.419922
	Iteration 80F: 3 clusters Score -2.12204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Entering Unmasked Estep 
Score: -4794441.500000 Penalty: 2608.255371
	Iteration 0F: 2 clusters Score -4794442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4769246.000000 Penalty: 5216.510742
	Iteration 0F: 3 clusters Score -4769246 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4778451.500000 Penalty: 5216.510742
	Iteration 1F: 3 clusters Score -4778452 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4778955.500000 Penalty: 5216.510742
	Iteration 2Q: 3 clusters Score -4778956 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4779479.500000 Penalty: 5216.510742
	Iteration 3Q: 3 clusters Score -4779480 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4780034.000000 Penalty: 5216.510742
	Iteration 4Q: 3 clusters Score -4780034 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4780692.500000 Penalty: 5216.510742
	Iteration 5Q: 3 clusters Score -4780692 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4781465.000000 Penalty: 5216.510742
	Iteration 6Q: 3 clusters Score -4781465 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4782555.500000 Penalty: 5216.510742
	Iteration 7Q: 3 clusters Score -4782556 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4783975.500000 Penalty: 5216.510742
	Iteration 8F: 3 clusters Score -4783976 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4785615.000000 Penalty: 5216.510742
	Iteration 9F: 3 clusters Score -4785615 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4787137.500000 Penalty: 5216.510742
	Iteration 10F: 3 clusters Score -4787138 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4788482.000000 Penalty: 5216.510742
	Iteration 11Q: 3 clusters Score -4788482 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4789445.000000 Penalty: 5216.510742
	Iteration 12Q: 3 clusters Score -4789445 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4790187.500000 Penalty: 5216.510742
	Iteration 13Q: 3 clusters Score -4790188 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4790727.500000 Penalty: 5216.510742
	Iteration 14Q: 3 clusters Score -4790728 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4791109.500000 Penalty: 5216.510742
	Iteration 15Q: 3 clusters Score -4791110 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4791379.500000 Penalty: 5216.510742
	Iteration 16Q: 3 clusters Score -4791380 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4791560.000000 Penalty: 5216.510742
	Iteration 17Q: 3 clusters Score -4791560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4791686.500000 Penalty: 5216.510742
	Iteration 18Q: 3 clusters Score -4791686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4791797.000000 Penalty: 5216.510742
	Iteration 19Q: 3 clusters Score -4791797 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4791908.000000 Penalty: 5216.510742
	Iteration 20F: 3 clusters Score -4791908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4791979.500000 Penalty: 5216.510742
	Iteration 21Q: 3 clusters Score -4791980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4792018.000000 Penalty: 5216.510742
	Iteration 22Q: 3 clusters Score -4792018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4792055.500000 Penalty: 5216.510742
	Iteration 23Q: 3 clusters Score -4792056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4792089.000000 Penalty: 5216.510742
	Iteration 24Q: 3 clusters Score -4792089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4792121.500000 Penalty: 5216.510742
	Iteration 25Q: 3 clusters Score -4792122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4792152.000000 Penalty: 5216.510742
	Iteration 26Q: 3 clusters Score -4792152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4792165.500000 Penalty: 5216.510742
	Iteration 27Q: 3 clusters Score -4792166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4792194.000000 Penalty: 5216.510742
	Iteration 28Q: 3 clusters Score -4792194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4792210.000000 Penalty: 5216.510742
	Iteration 29Q: 3 clusters Score -4792210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4792219.000000 Penalty: 5216.510742
	Iteration 30Q: 3 clusters Score -4792219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4792233.000000 Penalty: 5216.510742
	Iteration 31Q: 3 clusters Score -4792233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4792242.500000 Penalty: 5216.510742
	Iteration 32Q: 3 clusters Score -4792242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 5216.510742
	Iteration 33Q: 3 clusters Score -4792248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 5216.510742
	Iteration 34Q: 3 clusters Score -4792248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4792250.000000 Penalty: 5216.510742
	Iteration 35Q: 3 clusters Score -4792250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4792249.000000 Penalty: 5216.510742
	Iteration 36Q: 3 clusters Score -4792249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 5216.510742
	Iteration 37Q: 3 clusters Score -4792248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 5216.510742
	Iteration 38F: 3 clusters Score -4792248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -267978.718750 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -267978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -265276.437500 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -265276.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -265793.187500 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -265793.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -265922.218750 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -265922.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -265972.593750 Penalty: 3804.995117
	Iteration 3Q: 3 clusters Score -265972.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266002.218750 Penalty: 3804.995117
	Iteration 4Q: 3 clusters Score -266002.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266022.125000 Penalty: 3804.995117
	Iteration 5Q: 3 clusters Score -266022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266043.781250 Penalty: 3804.995117
	Iteration 6Q: 3 clusters Score -266043.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -266061.156250 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -266061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -266075.625000 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -266075.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -266085.312500 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -266085.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -266093.687500 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -266093.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -266102.906250 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -266102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266112.250000 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -266112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -266119.843750 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -266119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -266124.156250 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -266124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -266131.562500 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -266131.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266139.218750 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -266139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266144.937500 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -266144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266150.687500 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -266150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266155.062500 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -266155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266156.906250 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -266156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266157.531250 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -266157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266157.531250 Penalty: 3804.995117
	Iteration 22F: 3 clusters Score -266157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -934637.687500 Penalty: 2209.020752
	Iteration 0F: 2 clusters Score -934637.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -928587.687500 Penalty: 4418.041504
	Iteration 0F: 3 clusters Score -928587.7 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -930255.187500 Penalty: 4418.041504
	Iteration 1F: 3 clusters Score -930255.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -930515.937500 Penalty: 4418.041504
	Iteration 2F: 3 clusters Score -930515.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -930695.937500 Penalty: 4418.041504
	Iteration 3F: 3 clusters Score -930695.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -930826.937500 Penalty: 4418.041504
	Iteration 4Q: 3 clusters Score -930826.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -930946.437500 Penalty: 4418.041504
	Iteration 5Q: 3 clusters Score -930946.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -931068.562500 Penalty: 4418.041504
	Iteration 6Q: 3 clusters Score -931068.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -931196.750000 Penalty: 4418.041504
	Iteration 7Q: 3 clusters Score -931196.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -931338.437500 Penalty: 4418.041504
	Iteration 8Q: 3 clusters Score -931338.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -931536.562500 Penalty: 4418.041504
	Iteration 9Q: 3 clusters Score -931536.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -931751.750000 Penalty: 4418.041504
	Iteration 10Q: 3 clusters Score -931751.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -931947.187500 Penalty: 4418.041504
	Iteration 11Q: 3 clusters Score -931947.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -932154.062500 Penalty: 4418.041504
	Iteration 12Q: 3 clusters Score -932154.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -932339.062500 Penalty: 4418.041504
	Iteration 13Q: 3 clusters Score -932339.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -932494.312500 Penalty: 4418.041504
	Iteration 14Q: 3 clusters Score -932494.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -932601.000000 Penalty: 4418.041504
	Iteration 15Q: 3 clusters Score -932601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -932669.875000 Penalty: 4418.041504
	Iteration 16Q: 3 clusters Score -932669.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -932718.812500 Penalty: 4418.041504
	Iteration 17Q: 3 clusters Score -932718.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -932752.437500 Penalty: 4418.041504
	Iteration 18Q: 3 clusters Score -932752.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -932772.500000 Penalty: 4418.041504
	Iteration 19Q: 3 clusters Score -932772.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -932791.750000 Penalty: 4418.041504
	Iteration 20F: 3 clusters Score -932791.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -932804.250000 Penalty: 4418.041504
	Iteration 21Q: 3 clusters Score -932804.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -932818.375000 Penalty: 4418.041504
	Iteration 22Q: 3 clusters Score -932818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -932831.812500 Penalty: 4418.041504
	Iteration 23Q: 3 clusters Score -932831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -932847.562500 Penalty: 4418.041504
	Iteration 24Q: 3 clusters Score -932847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -932861.250000 Penalty: 4418.041504
	Iteration 25Q: 3 clusters Score -932861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -932877.625000 Penalty: 4418.041504
	Iteration 26Q: 3 clusters Score -932877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -932892.000000 Penalty: 4418.041504
	Iteration 27Q: 3 clusters Score -932892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -932904.000000 Penalty: 4418.041504
	Iteration 28Q: 3 clusters Score -932904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -932910.937500 Penalty: 4418.041504
	Iteration 29Q: 3 clusters Score -932910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -932921.562500 Penalty: 4418.041504
	Iteration 30Q: 3 clusters Score -932921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -932932.500000 Penalty: 4418.041504
	Iteration 31Q: 3 clusters Score -932932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -932940.687500 Penalty: 4418.041504
	Iteration 32Q: 3 clusters Score -932940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -932946.625000 Penalty: 4418.041504
	Iteration 33Q: 3 clusters Score -932946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -932949.062500 Penalty: 4418.041504
	Iteration 34Q: 3 clusters Score -932949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -932953.750000 Penalty: 4418.041504
	Iteration 35Q: 3 clusters Score -932953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -932959.625000 Penalty: 4418.041504
	Iteration 36Q: 3 clusters Score -932959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -932967.000000 Penalty: 4418.041504
	Iteration 37Q: 3 clusters Score -932967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -932975.187500 Penalty: 4418.041504
	Iteration 38Q: 3 clusters Score -932975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -932978.062500 Penalty: 4418.041504
	Iteration 39Q: 3 clusters Score -932978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -932978.812500 Penalty: 4418.041504
	Iteration 40F: 3 clusters Score -932978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -932980.375000 Penalty: 4418.041504
	Iteration 41Q: 3 clusters Score -932980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -932980.375000 Penalty: 4418.041504
	Iteration 42F: 3 clusters Score -932980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273522 members 
Entering Unmasked Estep 
Score: -34803296.000000 Penalty: 3104.746094
	Iteration 0F: 2 clusters Score -3.48033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136645 members 
Mstep: Class 2 contains 136877 members 
Entering Unmasked Estep 
Score: -34634800.000000 Penalty: 6209.492188
	Iteration 0F: 3 clusters Score -3.46348e+07 nChanged 132220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -34712868.000000 Penalty: 6209.492188
	Iteration 1F: 3 clusters Score -3.471287e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129750 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -34714460.000000 Penalty: 6209.492188
	Iteration 2Q: 3 clusters Score -3.471446e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -34716572.000000 Penalty: 6209.492188
	Iteration 3Q: 3 clusters Score -3.471657e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120956 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -34719584.000000 Penalty: 6209.492188
	Iteration 4Q: 3 clusters Score -3.471958e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 160486 members 
Entering Unmasked Estep 
Score: -34724368.000000 Penalty: 6209.492188
	Iteration 5Q: 3 clusters Score -3.472437e+07 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 171704 members 
Entering Unmasked Estep 
Score: -34732204.000000 Penalty: 6209.492188
	Iteration 6F: 3 clusters Score -3.47322e+07 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 186494 members 
Entering Unmasked Estep 
Score: -34743708.000000 Penalty: 6209.492188
	Iteration 7F: 3 clusters Score -3.474371e+07 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 203617 members 
Entering Unmasked Estep 
Score: -34757532.000000 Penalty: 6209.492188
	Iteration 8F: 3 clusters Score -3.475753e+07 nChanged 18034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 220525 members 
Entering Unmasked Estep 
Score: -34770412.000000 Penalty: 6209.492188
	Iteration 9F: 3 clusters Score -3.477041e+07 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 234567 members 
Entering Unmasked Estep 
Score: -34780404.000000 Penalty: 6209.492188
	Iteration 10F: 3 clusters Score -3.47804e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 245037 members 
Entering Unmasked Estep 
Score: -34787508.000000 Penalty: 6209.492188
	Iteration 11Q: 3 clusters Score -3.478751e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 252916 members 
Entering Unmasked Estep 
Score: -34791416.000000 Penalty: 6209.492188
	Iteration 12Q: 3 clusters Score -3.479142e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 258849 members 
Entering Unmasked Estep 
Score: -34794220.000000 Penalty: 6209.492188
	Iteration 13Q: 3 clusters Score -3.479422e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 263251 members 
Entering Unmasked Estep 
Score: -34796572.000000 Penalty: 6209.492188
	Iteration 14Q: 3 clusters Score -3.479657e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 266443 members 
Entering Unmasked Estep 
Score: -34797864.000000 Penalty: 6209.492188
	Iteration 15Q: 3 clusters Score -3.479786e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 268542 members 
Entering Unmasked Estep 
Score: -34798528.000000 Penalty: 6209.492188
	Iteration 16Q: 3 clusters Score -3.479853e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 269930 members 
Entering Unmasked Estep 
Score: -34799084.000000 Penalty: 6209.492188
	Iteration 17Q: 3 clusters Score -3.479908e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 270824 members 
Entering Unmasked Estep 
Score: -34799448.000000 Penalty: 6209.492188
	Iteration 18Q: 3 clusters Score -3.479945e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 271401 members 
Entering Unmasked Estep 
Score: -34799760.000000 Penalty: 6209.492188
	Iteration 19Q: 3 clusters Score -3.479976e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 271774 members 
Entering Unmasked Estep 
Score: -34799904.000000 Penalty: 6209.492188
	Iteration 20F: 3 clusters Score -3.47999e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 272016 members 
Entering Unmasked Estep 
Score: -34800012.000000 Penalty: 6209.492188
	Iteration 21Q: 3 clusters Score -3.480001e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 272185 members 
Entering Unmasked Estep 
Score: -34800116.000000 Penalty: 6209.492188
	Iteration 22Q: 3 clusters Score -3.480012e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 272295 members 
Entering Unmasked Estep 
Score: -34800232.000000 Penalty: 6209.492188
	Iteration 23Q: 3 clusters Score -3.480023e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 272371 members 
Entering Unmasked Estep 
Score: -34800316.000000 Penalty: 6209.492188
	Iteration 24Q: 3 clusters Score -3.480032e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 272429 members 
Entering Unmasked Estep 
Score: -34800400.000000 Penalty: 6209.492188
	Iteration 25Q: 3 clusters Score -3.48004e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 272467 members 
Entering Unmasked Estep 
Score: -34800408.000000 Penalty: 6209.492188
	Iteration 26Q: 3 clusters Score -3.480041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 272504 members 
Entering Unmasked Estep 
Score: -34800400.000000 Penalty: 6209.492188
	Iteration 27Q: 3 clusters Score -3.48004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 272532 members 
Entering Unmasked Estep 
Score: -34800452.000000 Penalty: 6209.492188
	Iteration 28Q: 3 clusters Score -3.480045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 272548 members 
Entering Unmasked Estep 
Score: -34800468.000000 Penalty: 6209.492188
	Iteration 29Q: 3 clusters Score -3.480047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 272568 members 
Entering Unmasked Estep 
Score: -34800496.000000 Penalty: 6209.492188
	Iteration 30Q: 3 clusters Score -3.48005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 272584 members 
Entering Unmasked Estep 
Score: -34800544.000000 Penalty: 6209.492188
	Iteration 31Q: 3 clusters Score -3.480054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 272594 members 
Entering Unmasked Estep 
Score: -34800516.000000 Penalty: 6209.492188
	Iteration 32Q: 3 clusters Score -3.480052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 272609 members 
Entering Unmasked Estep 
Score: -34800532.000000 Penalty: 6209.492188
	Iteration 33Q: 3 clusters Score -3.480053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 272617 members 
Entering Unmasked Estep 
Score: -34800564.000000 Penalty: 6209.492188
	Iteration 34Q: 3 clusters Score -3.480056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 272624 members 
Entering Unmasked Estep 
Score: -34800576.000000 Penalty: 6209.492188
	Iteration 35Q: 3 clusters Score -3.480058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 272627 members 
Entering Unmasked Estep 
Score: -34800592.000000 Penalty: 6209.492188
	Iteration 36Q: 3 clusters Score -3.480059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 272630 members 
Entering Unmasked Estep 
Score: -34800612.000000 Penalty: 6209.492188
	Iteration 37Q: 3 clusters Score -3.480061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 272633 members 
Entering Unmasked Estep 
Score: -34800596.000000 Penalty: 6209.492188
	Iteration 38Q: 3 clusters Score -3.48006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 272639 members 
Entering Unmasked Estep 
Score: -34800620.000000 Penalty: 6209.492188
	Iteration 39Q: 3 clusters Score -3.480062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 272638 members 
Entering Unmasked Estep 
Score: -34800608.000000 Penalty: 6209.492188
	Iteration 40F: 3 clusters Score -3.480061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 272643 members 
Entering Unmasked Estep 
Score: -34800620.000000 Penalty: 6209.492188
	Iteration 41Q: 3 clusters Score -3.480062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 272647 members 
Entering Unmasked Estep 
Score: -34800616.000000 Penalty: 6209.492188
	Iteration 42Q: 3 clusters Score -3.480062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 272648 members 
Entering Unmasked Estep 
Score: -34800616.000000 Penalty: 6209.492188
	Iteration 43Q: 3 clusters Score -3.480062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 272650 members 
Entering Unmasked Estep 
Score: -34800604.000000 Penalty: 6209.492188
	Iteration 44Q: 3 clusters Score -3.48006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 272654 members 
Entering Unmasked Estep 
Score: -34800604.000000 Penalty: 6209.492188
	Iteration 45Q: 3 clusters Score -3.48006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 272659 members 
Entering Unmasked Estep 
Score: -34800616.000000 Penalty: 6209.492188
	Iteration 46Q: 3 clusters Score -3.480062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 272662 members 
Entering Unmasked Estep 
Score: -34800608.000000 Penalty: 6209.492188
	Iteration 47Q: 3 clusters Score -3.480061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 272668 members 
Entering Unmasked Estep 
Score: -34800632.000000 Penalty: 6209.492188
	Iteration 48Q: 3 clusters Score -3.480063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 272671 members 
Entering Unmasked Estep 
Score: -34800648.000000 Penalty: 6209.492188
	Iteration 49Q: 3 clusters Score -3.480065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 272671 members 
Entering Unmasked Estep 
Score: -34800648.000000 Penalty: 6209.492188
	Iteration 50Q: 3 clusters Score -3.480065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 272671 members 
Entering Unmasked Estep 
Score: -34800640.000000 Penalty: 6209.492188
	Iteration 51Q: 3 clusters Score -3.480064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 272672 members 
Entering Unmasked Estep 
Score: -34800636.000000 Penalty: 6209.492188
	Iteration 52Q: 3 clusters Score -3.480064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 272673 members 
Entering Unmasked Estep 
Score: -34800648.000000 Penalty: 6209.492188
	Iteration 53Q: 3 clusters Score -3.480065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 272673 members 
Entering Unmasked Estep 
Score: -34800648.000000 Penalty: 6209.492188
	Iteration 54F: 3 clusters Score -3.480065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -269309.562500 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -269309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -266555.500000 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -266555.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -267251.218750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -267251.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -267724.406250 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -267724.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -268207.781250 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -268207.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -268623.093750 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -268623.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -268844.062500 Penalty: 3832.857422
	Iteration 5F: 3 clusters Score -268844.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268985.812500 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -268985.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -269040.875000 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -269040.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -269067.531250 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -269067.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -269079.843750 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -269079.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -269087.625000 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -269087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -269092.031250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -269092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269092.156250 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -269092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269092.156250 Penalty: 3832.857422
	Iteration 13F: 3 clusters Score -269092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -159015.046875 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -159015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156889.046875 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -156889 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157198.937500 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -157198.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157267.000000 Penalty: 3545.189453
	Iteration 2Q: 3 clusters Score -157267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157306.484375 Penalty: 3545.189453
	Iteration 3Q: 3 clusters Score -157306.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157329.640625 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -157329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157339.859375 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -157339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157348.296875 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -157348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157359.937500 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -157359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157368.453125 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -157368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157375.359375 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -157375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157382.875000 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -157382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157386.656250 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -157386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157390.500000 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -157390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157394.421875 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -157394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157398.468750 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -157398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157399.750000 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -157399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157400.390625 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -157400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157400.968750 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -157401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157402.515625 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -157402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157406.468750 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -157406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157408.953125 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -157409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157412.406250 Penalty: 3545.189453
	Iteration 21Q: 3 clusters Score -157412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157412.875000 Penalty: 3545.189453
	Iteration 22Q: 3 clusters Score -157412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157413.937500 Penalty: 3545.189453
	Iteration 23Q: 3 clusters Score -157413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157418.656250 Penalty: 3545.189453
	Iteration 24Q: 3 clusters Score -157418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157419.812500 Penalty: 3545.189453
	Iteration 25Q: 3 clusters Score -157419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157420.578125 Penalty: 3545.189453
	Iteration 26Q: 3 clusters Score -157420.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157420.578125 Penalty: 3545.189453
	Iteration 27F: 3 clusters Score -157420.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -11531.371094 Penalty: 1178.890381
	Iteration 0F: 2 clusters Score -11531.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10681.684570 Penalty: 2357.780762
	Iteration 0F: 3 clusters Score -10681.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10718.162109 Penalty: 2357.780762
	Iteration 1Q: 3 clusters Score -10718.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10723.308594 Penalty: 2357.780762
	Iteration 2Q: 3 clusters Score -10723.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10723.308594 Penalty: 2357.780762
	Iteration 3F: 3 clusters Score -10723.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Entering Unmasked Estep 
Score: -13265845.000000 Penalty: 2863.024414
	Iteration 0F: 2 clusters Score -1.326584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -13196716.000000 Penalty: 5726.048828
	Iteration 0F: 3 clusters Score -1.319672e+07 nChanged 48905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -13224859.000000 Penalty: 5726.048828
	Iteration 1F: 3 clusters Score -1.322486e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -13225942.000000 Penalty: 5726.048828
	Iteration 2Q: 3 clusters Score -1.322594e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -13227428.000000 Penalty: 5726.048828
	Iteration 3Q: 3 clusters Score -1.322743e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -13229985.000000 Penalty: 5726.048828
	Iteration 4F: 3 clusters Score -1.322998e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -13234631.000000 Penalty: 5726.048828
	Iteration 5F: 3 clusters Score -1.323463e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -13242096.000000 Penalty: 5726.048828
	Iteration 6F: 3 clusters Score -1.32421e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -13251202.000000 Penalty: 5726.048828
	Iteration 7F: 3 clusters Score -1.32512e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -13258271.000000 Penalty: 5726.048828
	Iteration 8F: 3 clusters Score -1.325827e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -13261476.000000 Penalty: 5726.048828
	Iteration 9Q: 3 clusters Score -1.326148e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -13262608.000000 Penalty: 5726.048828
	Iteration 10Q: 3 clusters Score -1.326261e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -13262987.000000 Penalty: 5726.048828
	Iteration 11Q: 3 clusters Score -1.326299e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -13263119.000000 Penalty: 5726.048828
	Iteration 12Q: 3 clusters Score -1.326312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -13263183.000000 Penalty: 5726.048828
	Iteration 13Q: 3 clusters Score -1.326318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -13263233.000000 Penalty: 5726.048828
	Iteration 14Q: 3 clusters Score -1.326323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -13263247.000000 Penalty: 5726.048828
	Iteration 15Q: 3 clusters Score -1.326325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -13263261.000000 Penalty: 5726.048828
	Iteration 16Q: 3 clusters Score -1.326326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -13263266.000000 Penalty: 5726.048828
	Iteration 17Q: 3 clusters Score -1.326327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -13263277.000000 Penalty: 5726.048828
	Iteration 18Q: 3 clusters Score -1.326328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -13263277.000000 Penalty: 5726.048828
	Iteration 19Q: 3 clusters Score -1.326328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -13263303.000000 Penalty: 5726.048828
	Iteration 20F: 3 clusters Score -1.32633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -13263300.000000 Penalty: 5726.048828
	Iteration 21Q: 3 clusters Score -1.32633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -13263306.000000 Penalty: 5726.048828
	Iteration 22Q: 3 clusters Score -1.326331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -13263306.000000 Penalty: 5726.048828
	Iteration 23Q: 3 clusters Score -1.326331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -13263314.000000 Penalty: 5726.048828
	Iteration 24Q: 3 clusters Score -1.326331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -13263308.000000 Penalty: 5726.048828
	Iteration 25Q: 3 clusters Score -1.326331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -13263308.000000 Penalty: 5726.048828
	Iteration 26F: 3 clusters Score -1.326331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12621 members 
Mstep: Class 7 contains 20313 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154449 members 
Mstep: Class 10 contains 34099 members 
Mstep: Class 11 contains 21283 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 46073 members 
Mstep: Class 15 contains 166210 members 
Mstep: Class 16 contains 36944 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7386 members 
Mstep: Class 19 contains 273522 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095768.000000 Penalty: 78356.250000
Iteration 159Q: 24 clusters Score -1.160958e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154308 members 
Mstep: Class 10 contains 34113 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 10574 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 46044 members 
Mstep: Class 15 contains 166178 members 
Mstep: Class 16 contains 36934 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 273514 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095984.000000 Penalty: 78356.250000
Iteration 160F: 24 clusters Score -1.16096e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154187 members 
Mstep: Class 10 contains 34127 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 1427 members 
Mstep: Class 14 contains 46014 members 
Mstep: Class 15 contains 166162 members 
Mstep: Class 16 contains 36930 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 273466 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096208.000000 Penalty: 78356.250000
Iteration 161Q: 24 clusters Score -1.160962e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154032 members 
Mstep: Class 10 contains 34136 members 
Mstep: Class 11 contains 21281 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 45980 members 
Mstep: Class 15 contains 166147 members 
Mstep: Class 16 contains 36919 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7362 members 
Mstep: Class 19 contains 273451 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096376.000000 Penalty: 78356.250000
Iteration 162Q: 24 clusters Score -1.160964e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12627 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153841 members 
Mstep: Class 10 contains 34147 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 10599 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 45948 members 
Mstep: Class 15 contains 166127 members 
Mstep: Class 16 contains 36917 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 273425 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096384.000000 Penalty: 78356.250000
Iteration 163Q: 24 clusters Score -1.160964e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12631 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153670 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 45908 members 
Mstep: Class 15 contains 166113 members 
Mstep: Class 16 contains 36913 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 273405 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096576.000000 Penalty: 78356.250000
Iteration 164Q: 24 clusters Score -1.160966e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153490 members 
Mstep: Class 10 contains 34178 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 45870 members 
Mstep: Class 15 contains 166115 members 
Mstep: Class 16 contains 36906 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 273403 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096600.000000 Penalty: 78356.250000
Iteration 165Q: 24 clusters Score -1.160966e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12637 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153336 members 
Mstep: Class 10 contains 34195 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 45836 members 
Mstep: Class 15 contains 166110 members 
Mstep: Class 16 contains 36907 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 273387 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096616.000000 Penalty: 78356.250000
Iteration 166Q: 24 clusters Score -1.160966e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12637 members 
Mstep: Class 7 contains 20328 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153192 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 10624 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 45799 members 
Mstep: Class 15 contains 166104 members 
Mstep: Class 16 contains 36902 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 19 contains 273384 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096736.000000 Penalty: 78356.250000
Iteration 167Q: 24 clusters Score -1.160967e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12639 members 
Mstep: Class 7 contains 20328 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153102 members 
Mstep: Class 10 contains 34221 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 10632 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 45759 members 
Mstep: Class 15 contains 166123 members 
Mstep: Class 16 contains 36896 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7493 members 
Mstep: Class 19 contains 273374 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1281 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096672.000000 Penalty: 78356.250000
Iteration 168Q: 24 clusters Score -1.160967e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 20328 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153037 members 
Mstep: Class 10 contains 34230 members 
Mstep: Class 11 contains 21274 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 45713 members 
Mstep: Class 15 contains 166138 members 
Mstep: Class 16 contains 36895 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7502 members 
Mstep: Class 19 contains 273381 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096456.000000 Penalty: 78356.250000
Iteration 169Q: 24 clusters Score -1.160965e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 20331 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152965 members 
Mstep: Class 10 contains 34239 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 10646 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 45678 members 
Mstep: Class 15 contains 166133 members 
Mstep: Class 16 contains 36891 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7513 members 
Mstep: Class 19 contains 273394 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096576.000000 Penalty: 78356.250000
Iteration 170Q: 24 clusters Score -1.160966e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 20332 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152936 members 
Mstep: Class 10 contains 34256 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 45644 members 
Mstep: Class 15 contains 166132 members 
Mstep: Class 16 contains 36884 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 273406 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096608.000000 Penalty: 78356.250000
Iteration 171Q: 24 clusters Score -1.160966e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 20331 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152919 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 21270 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 45615 members 
Mstep: Class 15 contains 166130 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 273408 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096792.000000 Penalty: 78356.250000
Iteration 172Q: 24 clusters Score -1.160968e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152916 members 
Mstep: Class 10 contains 34283 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 10637 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45575 members 
Mstep: Class 15 contains 166126 members 
Mstep: Class 16 contains 36891 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 273424 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096784.000000 Penalty: 78356.250000
Iteration 173Q: 24 clusters Score -1.160968e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 20330 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152916 members 
Mstep: Class 10 contains 34300 members 
Mstep: Class 11 contains 21274 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45552 members 
Mstep: Class 15 contains 166118 members 
Mstep: Class 16 contains 36888 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 273434 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096824.000000 Penalty: 78356.250000
Iteration 174Q: 24 clusters Score -1.160968e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 20330 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152887 members 
Mstep: Class 10 contains 34311 members 
Mstep: Class 11 contains 21276 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45532 members 
Mstep: Class 15 contains 166131 members 
Mstep: Class 16 contains 36889 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 19 contains 273425 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096768.000000 Penalty: 78356.250000
Iteration 175Q: 24 clusters Score -1.160968e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12660 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152884 members 
Mstep: Class 10 contains 34324 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45508 members 
Mstep: Class 15 contains 166137 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7570 members 
Mstep: Class 19 contains 273428 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096904.000000 Penalty: 78356.250000
Iteration 176Q: 24 clusters Score -1.160969e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152904 members 
Mstep: Class 10 contains 34339 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 10647 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45489 members 
Mstep: Class 15 contains 166154 members 
Mstep: Class 16 contains 36882 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7575 members 
Mstep: Class 19 contains 273410 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097160.000000 Penalty: 78356.250000
Iteration 177Q: 24 clusters Score -1.160972e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 20328 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152925 members 
Mstep: Class 10 contains 34354 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 10648 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45474 members 
Mstep: Class 15 contains 166168 members 
Mstep: Class 16 contains 36879 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7581 members 
Mstep: Class 19 contains 273403 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105419 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 24 clusters Score -1.160973e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12661 members 
Mstep: Class 7 contains 20330 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152956 members 
Mstep: Class 10 contains 34367 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 45457 members 
Mstep: Class 15 contains 166180 members 
Mstep: Class 16 contains 36871 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 273407 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097504.000000 Penalty: 78356.250000
Iteration 179Q: 24 clusters Score -1.160975e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 20330 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 152986 members 
Mstep: Class 10 contains 34381 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 45431 members 
Mstep: Class 15 contains 166198 members 
Mstep: Class 16 contains 36871 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 273412 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097328.000000 Penalty: 78356.250000
Iteration 180F: 24 clusters Score -1.160973e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153016 members 
Mstep: Class 10 contains 34401 members 
Mstep: Class 11 contains 21267 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 45409 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 36868 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 273412 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097176.000000 Penalty: 78356.250000
Iteration 181Q: 24 clusters Score -1.160972e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153055 members 
Mstep: Class 10 contains 34433 members 
Mstep: Class 11 contains 21261 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 45382 members 
Mstep: Class 15 contains 166208 members 
Mstep: Class 16 contains 36861 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 7622 members 
Mstep: Class 19 contains 273439 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097264.000000 Penalty: 78356.250000
Iteration 182Q: 24 clusters Score -1.160973e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153101 members 
Mstep: Class 10 contains 34443 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 45353 members 
Mstep: Class 15 contains 166210 members 
Mstep: Class 16 contains 36853 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7627 members 
Mstep: Class 19 contains 273477 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097200.000000 Penalty: 78356.250000
Iteration 183Q: 24 clusters Score -1.160972e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153139 members 
Mstep: Class 10 contains 34456 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10648 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 45319 members 
Mstep: Class 15 contains 166220 members 
Mstep: Class 16 contains 36844 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 273487 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097288.000000 Penalty: 78356.250000
Iteration 184Q: 24 clusters Score -1.160973e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153182 members 
Mstep: Class 10 contains 34465 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 10641 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45295 members 
Mstep: Class 15 contains 166221 members 
Mstep: Class 16 contains 36836 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 273494 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097248.000000 Penalty: 78356.250000
Iteration 185Q: 24 clusters Score -1.160972e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153226 members 
Mstep: Class 10 contains 34479 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10637 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45268 members 
Mstep: Class 15 contains 166219 members 
Mstep: Class 16 contains 36826 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 273514 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097320.000000 Penalty: 78356.250000
Iteration 186Q: 24 clusters Score -1.160973e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 20323 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153271 members 
Mstep: Class 10 contains 34488 members 
Mstep: Class 11 contains 21257 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45240 members 
Mstep: Class 15 contains 166216 members 
Mstep: Class 16 contains 36818 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 273525 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 24 clusters Score -1.160973e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 20323 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153316 members 
Mstep: Class 10 contains 34494 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45228 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36812 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 273534 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105300 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 24 clusters Score -1.160973e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153389 members 
Mstep: Class 10 contains 34496 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45212 members 
Mstep: Class 15 contains 166198 members 
Mstep: Class 16 contains 36811 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7676 members 
Mstep: Class 19 contains 273525 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105247 members 
Entering Unmasked Estep 
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Iteration 189Q: 24 clusters Score -1.160972e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153440 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45200 members 
Mstep: Class 15 contains 166185 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7695 members 
Mstep: Class 19 contains 273523 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105205 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 24 clusters Score -1.160972e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20317 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153480 members 
Mstep: Class 10 contains 34504 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10639 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45188 members 
Mstep: Class 15 contains 166173 members 
Mstep: Class 16 contains 36803 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105169 members 
Entering Unmasked Estep 
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Iteration 191Q: 24 clusters Score -1.160973e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20318 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153515 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45180 members 
Mstep: Class 15 contains 166155 members 
Mstep: Class 16 contains 36806 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 273546 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105135 members 
Entering Unmasked Estep 
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Iteration 192Q: 24 clusters Score -1.160974e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153549 members 
Mstep: Class 10 contains 34504 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45170 members 
Mstep: Class 15 contains 166151 members 
Mstep: Class 16 contains 36804 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 273550 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097464.000000 Penalty: 78356.250000
Iteration 193Q: 24 clusters Score -1.160975e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20321 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153583 members 
Mstep: Class 10 contains 34506 members 
Mstep: Class 11 contains 21253 members 
Mstep: Class 12 contains 10641 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45162 members 
Mstep: Class 15 contains 166146 members 
Mstep: Class 16 contains 36803 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 273556 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097624.000000 Penalty: 78356.250000
Iteration 194Q: 24 clusters Score -1.160976e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153613 members 
Mstep: Class 10 contains 34510 members 
Mstep: Class 11 contains 21250 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45157 members 
Mstep: Class 15 contains 166146 members 
Mstep: Class 16 contains 36805 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 273548 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097584.000000 Penalty: 78356.250000
Iteration 195Q: 24 clusters Score -1.160976e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153638 members 
Mstep: Class 10 contains 34512 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45147 members 
Mstep: Class 15 contains 166141 members 
Mstep: Class 16 contains 36804 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097568.000000 Penalty: 78356.250000
Iteration 196Q: 24 clusters Score -1.160976e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153691 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 10647 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45140 members 
Mstep: Class 15 contains 166136 members 
Mstep: Class 16 contains 36805 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 273537 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 105001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097528.000000 Penalty: 78356.250000
Iteration 197Q: 24 clusters Score -1.160975e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153755 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 15 contains 166132 members 
Mstep: Class 16 contains 36802 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7771 members 
Mstep: Class 19 contains 273535 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097512.000000 Penalty: 78356.250000
Iteration 198Q: 24 clusters Score -1.160975e+08 nChanged 137
Entering ConstructFrom: 
Score: -116097512.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (25552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Entering Unmasked Estep 
Score: -3250488.500000 Penalty: 2516.820801
	Iteration 0F: 2 clusters Score -3250488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3232833.000000 Penalty: 5033.641602
	Iteration 0F: 3 clusters Score -3232833 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3238892.500000 Penalty: 5033.641602
	Iteration 1F: 3 clusters Score -3238892 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3239294.250000 Penalty: 5033.641602
	Iteration 2F: 3 clusters Score -3239294 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3239614.250000 Penalty: 5033.641602
	Iteration 3Q: 3 clusters Score -3239614 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3239895.500000 Penalty: 5033.641602
	Iteration 4Q: 3 clusters Score -3239896 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3240187.750000 Penalty: 5033.641602
	Iteration 5Q: 3 clusters Score -3240188 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3240462.000000 Penalty: 5033.641602
	Iteration 6Q: 3 clusters Score -3240462 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3240769.250000 Penalty: 5033.641602
	Iteration 7Q: 3 clusters Score -3240769 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3241154.750000 Penalty: 5033.641602
	Iteration 8Q: 3 clusters Score -3241155 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3241571.750000 Penalty: 5033.641602
	Iteration 9Q: 3 clusters Score -3241572 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3242079.750000 Penalty: 5033.641602
	Iteration 10Q: 3 clusters Score -3242080 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3242850.500000 Penalty: 5033.641602
	Iteration 11Q: 3 clusters Score -3242850 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3243790.500000 Penalty: 5033.641602
	Iteration 12F: 3 clusters Score -3243790 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3244741.750000 Penalty: 5033.641602
	Iteration 13Q: 3 clusters Score -3244742 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3245532.750000 Penalty: 5033.641602
	Iteration 14Q: 3 clusters Score -3245533 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3246049.750000 Penalty: 5033.641602
	Iteration 15Q: 3 clusters Score -3246050 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3246474.250000 Penalty: 5033.641602
	Iteration 16Q: 3 clusters Score -3246474 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3246809.250000 Penalty: 5033.641602
	Iteration 17Q: 3 clusters Score -3246809 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3247091.500000 Penalty: 5033.641602
	Iteration 18Q: 3 clusters Score -3247092 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3247328.500000 Penalty: 5033.641602
	Iteration 19Q: 3 clusters Score -3247328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3247482.000000 Penalty: 5033.641602
	Iteration 20F: 3 clusters Score -3247482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3247584.500000 Penalty: 5033.641602
	Iteration 21Q: 3 clusters Score -3247584 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3247642.250000 Penalty: 5033.641602
	Iteration 22Q: 3 clusters Score -3247642 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3247677.500000 Penalty: 5033.641602
	Iteration 23Q: 3 clusters Score -3247678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3247702.500000 Penalty: 5033.641602
	Iteration 24Q: 3 clusters Score -3247702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3247728.250000 Penalty: 5033.641602
	Iteration 25Q: 3 clusters Score -3247728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3247740.750000 Penalty: 5033.641602
	Iteration 26Q: 3 clusters Score -3247741 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3247760.250000 Penalty: 5033.641602
	Iteration 27Q: 3 clusters Score -3247760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3247768.000000 Penalty: 5033.641602
	Iteration 28Q: 3 clusters Score -3247768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3247786.750000 Penalty: 5033.641602
	Iteration 29Q: 3 clusters Score -3247787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3247785.000000 Penalty: 5033.641602
	Iteration 30Q: 3 clusters Score -3247785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3247797.250000 Penalty: 5033.641602
	Iteration 31Q: 3 clusters Score -3247797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3247803.750000 Penalty: 5033.641602
	Iteration 32Q: 3 clusters Score -3247804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3247811.250000 Penalty: 5033.641602
	Iteration 33Q: 3 clusters Score -3247811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3247819.000000 Penalty: 5033.641602
	Iteration 34Q: 3 clusters Score -3247819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3247834.000000 Penalty: 5033.641602
	Iteration 35Q: 3 clusters Score -3247834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3247847.000000 Penalty: 5033.641602
	Iteration 36Q: 3 clusters Score -3247847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3247839.500000 Penalty: 5033.641602
	Iteration 37Q: 3 clusters Score -3247840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3247856.250000 Penalty: 5033.641602
	Iteration 38Q: 3 clusters Score -3247856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3247863.750000 Penalty: 5033.641602
	Iteration 39Q: 3 clusters Score -3247864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3247866.750000 Penalty: 5033.641602
	Iteration 40F: 3 clusters Score -3247867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3247862.750000 Penalty: 5033.641602
	Iteration 41Q: 3 clusters Score -3247863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3247867.250000 Penalty: 5033.641602
	Iteration 42Q: 3 clusters Score -3247867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3247885.500000 Penalty: 5033.641602
	Iteration 43Q: 3 clusters Score -3247886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3247877.250000 Penalty: 5033.641602
	Iteration 44Q: 3 clusters Score -3247877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3247897.000000 Penalty: 5033.641602
	Iteration 45Q: 3 clusters Score -3247897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3247896.250000 Penalty: 5033.641602
	Iteration 46Q: 3 clusters Score -3247896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3247899.250000 Penalty: 5033.641602
	Iteration 47Q: 3 clusters Score -3247899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3247906.750000 Penalty: 5033.641602
	Iteration 48Q: 3 clusters Score -3247907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3247914.250000 Penalty: 5033.641602
	Iteration 49Q: 3 clusters Score -3247914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3247911.250000 Penalty: 5033.641602
	Iteration 50Q: 3 clusters Score -3247911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3247916.250000 Penalty: 5033.641602
	Iteration 51Q: 3 clusters Score -3247916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3247913.750000 Penalty: 5033.641602
	Iteration 52Q: 3 clusters Score -3247914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3247919.750000 Penalty: 5033.641602
	Iteration 53Q: 3 clusters Score -3247920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3247918.000000 Penalty: 5033.641602
	Iteration 54Q: 3 clusters Score -3247918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3247916.750000 Penalty: 5033.641602
	Iteration 55Q: 3 clusters Score -3247917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3247919.500000 Penalty: 5033.641602
	Iteration 56Q: 3 clusters Score -3247920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3247916.500000 Penalty: 5033.641602
	Iteration 57Q: 3 clusters Score -3247916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3247922.750000 Penalty: 5033.641602
	Iteration 58Q: 3 clusters Score -3247923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3247917.250000 Penalty: 5033.641602
	Iteration 59Q: 3 clusters Score -3247917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3247926.000000 Penalty: 5033.641602
	Iteration 60F: 3 clusters Score -3247926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3247923.000000 Penalty: 5033.641602
	Iteration 61Q: 3 clusters Score -3247923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3247928.250000 Penalty: 5033.641602
	Iteration 62Q: 3 clusters Score -3247928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3247926.250000 Penalty: 5033.641602
	Iteration 63Q: 3 clusters Score -3247926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3247922.750000 Penalty: 5033.641602
	Iteration 64Q: 3 clusters Score -3247923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3247923.500000 Penalty: 5033.641602
	Iteration 65Q: 3 clusters Score -3247924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3247926.000000 Penalty: 5033.641602
	Iteration 66Q: 3 clusters Score -3247926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3247925.250000 Penalty: 5033.641602
	Iteration 67Q: 3 clusters Score -3247925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3247922.000000 Penalty: 5033.641602
	Iteration 68Q: 3 clusters Score -3247922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3247922.000000 Penalty: 5033.641602
	Iteration 69F: 3 clusters Score -3247922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -140865.328125 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -140865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138847.781250 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -138847.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139402.921875 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -139402.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140083.281250 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -140083.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140629.046875 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -140629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -140953.734375 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -140953.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -141153.578125 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -141153.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -141235.093750 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -141235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -141273.390625 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -141273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -141287.046875 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -141287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -141290.250000 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -141290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -141293.750000 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -141293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -141298.031250 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -141298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -141298.031250 Penalty: 3508.761963
	Iteration 12F: 3 clusters Score -141298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153809 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45130 members 
Mstep: Class 15 contains 166132 members 
Mstep: Class 16 contains 36802 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7775 members 
Mstep: Class 19 contains 273534 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104894 members 
Mstep: Class 24 contains 378 members 
Entering Unmasked Estep 
Score: -116096312.000000 Penalty: 81763.039062
Splitting cluster 2 changes total score from -116097512.000000 to -116096312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 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 138 members 
Entering Unmasked Estep 
Score: -28356.789062 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28356.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28462.685547 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28462.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28497.220703 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28497.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28518.162109 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28518.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28526.269531 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -28526.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28528.212891 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -28528.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28528.212891 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -28528.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -199412.359375 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -199412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -197056.875000 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -197056.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -197464.078125 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -197464.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -197553.937500 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -197553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -197597.984375 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -197598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197620.875000 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -197620.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -197637.125000 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -197637.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197646.828125 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -197646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197652.718750 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -197652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197657.062500 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -197657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -197659.125000 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -197659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -197661.343750 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -197661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -197663.171875 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -197663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -197665.390625 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -197665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197669.500000 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -197669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -197670.812500 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -197670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197671.843750 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -197671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197672.718750 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -197672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197677.625000 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -197677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197679.656250 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -197679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197680.671875 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -197680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -197682.328125 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -197682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -197685.546875 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -197685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -197688.921875 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -197688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -197691.265625 Penalty: 3657.815918
	Iteration 23Q: 3 clusters Score -197691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197691.843750 Penalty: 3657.815918
	Iteration 24Q: 3 clusters Score -197691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -197692.421875 Penalty: 3657.815918
	Iteration 25Q: 3 clusters Score -197692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -197693.171875 Penalty: 3657.815918
	Iteration 26Q: 3 clusters Score -197693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197694.000000 Penalty: 3657.815918
	Iteration 27Q: 3 clusters Score -197694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -197696.171875 Penalty: 3657.815918
	Iteration 28Q: 3 clusters Score -197696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197696.375000 Penalty: 3657.815918
	Iteration 29Q: 3 clusters Score -197696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197696.375000 Penalty: 3657.815918
	Iteration 30F: 3 clusters Score -197696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 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 103 members 
Entering Unmasked Estep 
Score: -28754.142578 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28754.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28842.119141 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28842.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28899.714844 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28899.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28931.152344 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28931.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28944.142578 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28944.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28944.142578 Penalty: 2760.002197
	Iteration 5F: 3 clusters Score -28944.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -1646962.750000 Penalty: 2342.814941
	Iteration 0F: 2 clusters Score -1646963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1637596.250000 Penalty: 4685.629883
	Iteration 0F: 3 clusters Score -1637596 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1640573.125000 Penalty: 4685.629883
	Iteration 1F: 3 clusters Score -1640573 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1640968.250000 Penalty: 4685.629883
	Iteration 2F: 3 clusters Score -1640968 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1641304.625000 Penalty: 4685.629883
	Iteration 3F: 3 clusters Score -1641305 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1641664.250000 Penalty: 4685.629883
	Iteration 4F: 3 clusters Score -1641664 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1642039.750000 Penalty: 4685.629883
	Iteration 5F: 3 clusters Score -1642040 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1642475.000000 Penalty: 4685.629883
	Iteration 6F: 3 clusters Score -1642475 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1642950.250000 Penalty: 4685.629883
	Iteration 7F: 3 clusters Score -1642950 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1643445.000000 Penalty: 4685.629883
	Iteration 8F: 3 clusters Score -1643445 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1643933.000000 Penalty: 4685.629883
	Iteration 9Q: 3 clusters Score -1643933 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1644279.250000 Penalty: 4685.629883
	Iteration 10Q: 3 clusters Score -1644279 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1644536.875000 Penalty: 4685.629883
	Iteration 11Q: 3 clusters Score -1644537 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1644696.125000 Penalty: 4685.629883
	Iteration 12Q: 3 clusters Score -1644696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1644786.625000 Penalty: 4685.629883
	Iteration 13Q: 3 clusters Score -1644787 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1644830.375000 Penalty: 4685.629883
	Iteration 14Q: 3 clusters Score -1644830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1644872.375000 Penalty: 4685.629883
	Iteration 15Q: 3 clusters Score -1644872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1644904.375000 Penalty: 4685.629883
	Iteration 16Q: 3 clusters Score -1644904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1644922.500000 Penalty: 4685.629883
	Iteration 17Q: 3 clusters Score -1644922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1644941.625000 Penalty: 4685.629883
	Iteration 18Q: 3 clusters Score -1644942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1644962.125000 Penalty: 4685.629883
	Iteration 19Q: 3 clusters Score -1644962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1644971.000000 Penalty: 4685.629883
	Iteration 20F: 3 clusters Score -1644971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1644982.875000 Penalty: 4685.629883
	Iteration 21Q: 3 clusters Score -1644983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1644995.500000 Penalty: 4685.629883
	Iteration 22Q: 3 clusters Score -1644996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1644997.250000 Penalty: 4685.629883
	Iteration 23Q: 3 clusters Score -1644997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1645012.000000 Penalty: 4685.629883
	Iteration 24Q: 3 clusters Score -1645012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1645017.875000 Penalty: 4685.629883
	Iteration 25Q: 3 clusters Score -1645018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1645020.875000 Penalty: 4685.629883
	Iteration 26Q: 3 clusters Score -1645021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1645024.875000 Penalty: 4685.629883
	Iteration 27Q: 3 clusters Score -1645025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1645028.000000 Penalty: 4685.629883
	Iteration 28Q: 3 clusters Score -1645028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1645031.875000 Penalty: 4685.629883
	Iteration 29Q: 3 clusters Score -1645032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1645034.250000 Penalty: 4685.629883
	Iteration 30Q: 3 clusters Score -1645034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1645037.000000 Penalty: 4685.629883
	Iteration 31Q: 3 clusters Score -1645037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1645038.125000 Penalty: 4685.629883
	Iteration 32Q: 3 clusters Score -1645038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1645036.375000 Penalty: 4685.629883
	Iteration 33Q: 3 clusters Score -1645036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1645039.750000 Penalty: 4685.629883
	Iteration 34Q: 3 clusters Score -1645040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1645039.000000 Penalty: 4685.629883
	Iteration 35Q: 3 clusters Score -1645039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1645041.625000 Penalty: 4685.629883
	Iteration 36Q: 3 clusters Score -1645042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1645041.750000 Penalty: 4685.629883
	Iteration 37Q: 3 clusters Score -1645042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1645041.875000 Penalty: 4685.629883
	Iteration 38Q: 3 clusters Score -1645042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1645041.875000 Penalty: 4685.629883
	Iteration 39F: 3 clusters Score -1645042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Entering Unmasked Estep 
Score: -2636236.500000 Penalty: 2459.989258
	Iteration 0F: 2 clusters Score -2636236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2622063.500000 Penalty: 4919.978516
	Iteration 0F: 3 clusters Score -2622064 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2626716.500000 Penalty: 4919.978516
	Iteration 1F: 3 clusters Score -2626716 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2627039.000000 Penalty: 4919.978516
	Iteration 2Q: 3 clusters Score -2627039 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2627313.750000 Penalty: 4919.978516
	Iteration 3Q: 3 clusters Score -2627314 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2627598.250000 Penalty: 4919.978516
	Iteration 4Q: 3 clusters Score -2627598 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2627895.000000 Penalty: 4919.978516
	Iteration 5Q: 3 clusters Score -2627895 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2628209.000000 Penalty: 4919.978516
	Iteration 6Q: 3 clusters Score -2628209 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2628606.250000 Penalty: 4919.978516
	Iteration 7Q: 3 clusters Score -2628606 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2629160.250000 Penalty: 4919.978516
	Iteration 8Q: 3 clusters Score -2629160 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2629872.750000 Penalty: 4919.978516
	Iteration 9F: 3 clusters Score -2629873 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2630754.250000 Penalty: 4919.978516
	Iteration 10F: 3 clusters Score -2630754 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2631735.750000 Penalty: 4919.978516
	Iteration 11F: 3 clusters Score -2631736 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2632607.250000 Penalty: 4919.978516
	Iteration 12Q: 3 clusters Score -2632607 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2633238.000000 Penalty: 4919.978516
	Iteration 13Q: 3 clusters Score -2633238 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2633576.500000 Penalty: 4919.978516
	Iteration 14Q: 3 clusters Score -2633576 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2633776.000000 Penalty: 4919.978516
	Iteration 15Q: 3 clusters Score -2633776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2633915.500000 Penalty: 4919.978516
	Iteration 16Q: 3 clusters Score -2633916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2633987.750000 Penalty: 4919.978516
	Iteration 17Q: 3 clusters Score -2633988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2634023.250000 Penalty: 4919.978516
	Iteration 18Q: 3 clusters Score -2634023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2634041.250000 Penalty: 4919.978516
	Iteration 19Q: 3 clusters Score -2634041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2634050.500000 Penalty: 4919.978516
	Iteration 20F: 3 clusters Score -2634050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2634070.750000 Penalty: 4919.978516
	Iteration 21Q: 3 clusters Score -2634071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2634087.000000 Penalty: 4919.978516
	Iteration 22Q: 3 clusters Score -2634087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2634095.500000 Penalty: 4919.978516
	Iteration 23Q: 3 clusters Score -2634096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2634099.000000 Penalty: 4919.978516
	Iteration 24Q: 3 clusters Score -2634099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2634103.500000 Penalty: 4919.978516
	Iteration 25Q: 3 clusters Score -2634104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2634112.500000 Penalty: 4919.978516
	Iteration 26Q: 3 clusters Score -2634112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2634119.250000 Penalty: 4919.978516
	Iteration 27Q: 3 clusters Score -2634119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2634123.000000 Penalty: 4919.978516
	Iteration 28Q: 3 clusters Score -2634123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2634123.000000 Penalty: 4919.978516
	Iteration 29F: 3 clusters Score -2634123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -112385.117188 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -112385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110734.953125 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -110735 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -111154.171875 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -111154.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -111277.906250 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -111277.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -111347.898438 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -111347.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -111410.539062 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -111410.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -111447.375000 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -111447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -111463.914062 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -111463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111473.664062 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -111473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -111481.070312 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -111481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -111485.921875 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -111485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -111488.335938 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -111488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -111490.742188 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -111490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -111492.015625 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -111492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -111493.054688 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -111493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -111500.593750 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -111500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -111513.179688 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -111513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -111519.500000 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -111519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -111521.523438 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -111521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -111524.015625 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -111524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -111526.585938 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -111526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -111528.429688 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -111528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (153809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153809 members 
Entering Unmasked Estep 
Score: -19748794.000000 Penalty: 2961.979736
	Iteration 0F: 2 clusters Score -1.974879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -19649128.000000 Penalty: 5923.959473
	Iteration 0F: 3 clusters Score -1.964913e+07 nChanged 73550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -19691952.000000 Penalty: 5923.959473
	Iteration 1F: 3 clusters Score -1.969195e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -19693170.000000 Penalty: 5923.959473
	Iteration 2Q: 3 clusters Score -1.969317e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -19695094.000000 Penalty: 5923.959473
	Iteration 3Q: 3 clusters Score -1.969509e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -19698302.000000 Penalty: 5923.959473
	Iteration 4Q: 3 clusters Score -1.96983e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -19703950.000000 Penalty: 5923.959473
	Iteration 5F: 3 clusters Score -1.970395e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -19712202.000000 Penalty: 5923.959473
	Iteration 6F: 3 clusters Score -1.97122e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -19722022.000000 Penalty: 5923.959473
	Iteration 7F: 3 clusters Score -1.972202e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -19730730.000000 Penalty: 5923.959473
	Iteration 8F: 3 clusters Score -1.973073e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -19737060.000000 Penalty: 5923.959473
	Iteration 9F: 3 clusters Score -1.973706e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145263 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -19740910.000000 Penalty: 5923.959473
	Iteration 10Q: 3 clusters Score -1.974091e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -19743538.000000 Penalty: 5923.959473
	Iteration 11Q: 3 clusters Score -1.974354e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19744858.000000 Penalty: 5923.959473
	Iteration 12Q: 3 clusters Score -1.974486e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19745590.000000 Penalty: 5923.959473
	Iteration 13Q: 3 clusters Score -1.974559e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152974 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19745894.000000 Penalty: 5923.959473
	Iteration 14Q: 3 clusters Score -1.974589e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19746056.000000 Penalty: 5923.959473
	Iteration 15Q: 3 clusters Score -1.974606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153316 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19746166.000000 Penalty: 5923.959473
	Iteration 16Q: 3 clusters Score -1.974617e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19746230.000000 Penalty: 5923.959473
	Iteration 17Q: 3 clusters Score -1.974623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -19746254.000000 Penalty: 5923.959473
	Iteration 18Q: 3 clusters Score -1.974625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19746278.000000 Penalty: 5923.959473
	Iteration 19Q: 3 clusters Score -1.974628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19746294.000000 Penalty: 5923.959473
	Iteration 20F: 3 clusters Score -1.974629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19746304.000000 Penalty: 5923.959473
	Iteration 21Q: 3 clusters Score -1.97463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19746320.000000 Penalty: 5923.959473
	Iteration 22Q: 3 clusters Score -1.974632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19746330.000000 Penalty: 5923.959473
	Iteration 23Q: 3 clusters Score -1.974633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19746320.000000 Penalty: 5923.959473
	Iteration 24Q: 3 clusters Score -1.974632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19746314.000000 Penalty: 5923.959473
	Iteration 25Q: 3 clusters Score -1.974631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19746316.000000 Penalty: 5923.959473
	Iteration 26Q: 3 clusters Score -1.974632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19746324.000000 Penalty: 5923.959473
	Iteration 27Q: 3 clusters Score -1.974632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19746328.000000 Penalty: 5923.959473
	Iteration 28Q: 3 clusters Score -1.974633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19746332.000000 Penalty: 5923.959473
	Iteration 29Q: 3 clusters Score -1.974633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19746344.000000 Penalty: 5923.959473
	Iteration 30Q: 3 clusters Score -1.974634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19746334.000000 Penalty: 5923.959473
	Iteration 31Q: 3 clusters Score -1.974633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19746334.000000 Penalty: 5923.959473
	Iteration 32Q: 3 clusters Score -1.974633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19746334.000000 Penalty: 5923.959473
	Iteration 33F: 3 clusters Score -1.974633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -4278508.500000 Penalty: 2591.374512
	Iteration 0F: 2 clusters Score -4278508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4254845.500000 Penalty: 5182.749023
	Iteration 0F: 3 clusters Score -4254846 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4263365.500000 Penalty: 5182.749023
	Iteration 1F: 3 clusters Score -4263366 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4263781.500000 Penalty: 5182.749023
	Iteration 2Q: 3 clusters Score -4263782 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4264211.000000 Penalty: 5182.749023
	Iteration 3Q: 3 clusters Score -4264211 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4264624.500000 Penalty: 5182.749023
	Iteration 4Q: 3 clusters Score -4264624 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4265147.500000 Penalty: 5182.749023
	Iteration 5Q: 3 clusters Score -4265148 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4265782.000000 Penalty: 5182.749023
	Iteration 6Q: 3 clusters Score -4265782 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4266577.000000 Penalty: 5182.749023
	Iteration 7Q: 3 clusters Score -4266577 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4267572.000000 Penalty: 5182.749023
	Iteration 8F: 3 clusters Score -4267572 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4268743.000000 Penalty: 5182.749023
	Iteration 9F: 3 clusters Score -4268743 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4270152.000000 Penalty: 5182.749023
	Iteration 10F: 3 clusters Score -4270152 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4271675.000000 Penalty: 5182.749023
	Iteration 11F: 3 clusters Score -4271675 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4273085.000000 Penalty: 5182.749023
	Iteration 12F: 3 clusters Score -4273085 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4274214.000000 Penalty: 5182.749023
	Iteration 13Q: 3 clusters Score -4274214 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4275052.500000 Penalty: 5182.749023
	Iteration 14Q: 3 clusters Score -4275052 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4275671.500000 Penalty: 5182.749023
	Iteration 15Q: 3 clusters Score -4275672 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4276058.000000 Penalty: 5182.749023
	Iteration 16Q: 3 clusters Score -4276058 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4276301.500000 Penalty: 5182.749023
	Iteration 17Q: 3 clusters Score -4276302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4276406.000000 Penalty: 5182.749023
	Iteration 18Q: 3 clusters Score -4276406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4276455.500000 Penalty: 5182.749023
	Iteration 19Q: 3 clusters Score -4276456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4276499.500000 Penalty: 5182.749023
	Iteration 20F: 3 clusters Score -4276500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4276520.000000 Penalty: 5182.749023
	Iteration 21Q: 3 clusters Score -4276520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4276541.500000 Penalty: 5182.749023
	Iteration 22Q: 3 clusters Score -4276542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4276559.000000 Penalty: 5182.749023
	Iteration 23Q: 3 clusters Score -4276559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4276569.500000 Penalty: 5182.749023
	Iteration 24Q: 3 clusters Score -4276570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4276581.500000 Penalty: 5182.749023
	Iteration 25Q: 3 clusters Score -4276582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4276590.000000 Penalty: 5182.749023
	Iteration 26Q: 3 clusters Score -4276590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4276587.500000 Penalty: 5182.749023
	Iteration 27Q: 3 clusters Score -4276588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4276590.500000 Penalty: 5182.749023
	Iteration 28Q: 3 clusters Score -4276590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4276589.500000 Penalty: 5182.749023
	Iteration 29Q: 3 clusters Score -4276590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4276589.500000 Penalty: 5182.749023
	Iteration 30Q: 3 clusters Score -4276590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4276590.500000 Penalty: 5182.749023
	Iteration 31Q: 3 clusters Score -4276590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4276593.500000 Penalty: 5182.749023
	Iteration 32Q: 3 clusters Score -4276594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4276596.000000 Penalty: 5182.749023
	Iteration 33Q: 3 clusters Score -4276596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4276596.000000 Penalty: 5182.749023
	Iteration 34Q: 3 clusters Score -4276596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4276596.000000 Penalty: 5182.749023
	Iteration 35F: 3 clusters Score -4276596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Entering Unmasked Estep 
Score: -2753314.500000 Penalty: 2471.064941
	Iteration 0F: 2 clusters Score -2753314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2738355.750000 Penalty: 4942.129883
	Iteration 0F: 3 clusters Score -2738356 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2743388.750000 Penalty: 4942.129883
	Iteration 1F: 3 clusters Score -2743389 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2743789.500000 Penalty: 4942.129883
	Iteration 2F: 3 clusters Score -2743790 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2744121.750000 Penalty: 4942.129883
	Iteration 3Q: 3 clusters Score -2744122 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2744428.500000 Penalty: 4942.129883
	Iteration 4Q: 3 clusters Score -2744428 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2744746.500000 Penalty: 4942.129883
	Iteration 5Q: 3 clusters Score -2744746 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2745080.500000 Penalty: 4942.129883
	Iteration 6Q: 3 clusters Score -2745080 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2745426.250000 Penalty: 4942.129883
	Iteration 7Q: 3 clusters Score -2745426 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2745807.500000 Penalty: 4942.129883
	Iteration 8Q: 3 clusters Score -2745808 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2746327.000000 Penalty: 4942.129883
	Iteration 9Q: 3 clusters Score -2746327 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2746982.750000 Penalty: 4942.129883
	Iteration 10Q: 3 clusters Score -2746983 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2747680.000000 Penalty: 4942.129883
	Iteration 11Q: 3 clusters Score -2747680 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2748338.750000 Penalty: 4942.129883
	Iteration 12Q: 3 clusters Score -2748339 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2748858.500000 Penalty: 4942.129883
	Iteration 13Q: 3 clusters Score -2748858 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2749166.750000 Penalty: 4942.129883
	Iteration 14Q: 3 clusters Score -2749167 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2749375.750000 Penalty: 4942.129883
	Iteration 15Q: 3 clusters Score -2749376 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2749543.750000 Penalty: 4942.129883
	Iteration 16Q: 3 clusters Score -2749544 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2749656.000000 Penalty: 4942.129883
	Iteration 17Q: 3 clusters Score -2749656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2749758.250000 Penalty: 4942.129883
	Iteration 18Q: 3 clusters Score -2749758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2749861.250000 Penalty: 4942.129883
	Iteration 19Q: 3 clusters Score -2749861 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2749929.250000 Penalty: 4942.129883
	Iteration 20F: 3 clusters Score -2749929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2749992.750000 Penalty: 4942.129883
	Iteration 21Q: 3 clusters Score -2749993 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2750068.500000 Penalty: 4942.129883
	Iteration 22Q: 3 clusters Score -2750068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2750116.750000 Penalty: 4942.129883
	Iteration 23Q: 3 clusters Score -2750117 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2750152.750000 Penalty: 4942.129883
	Iteration 24Q: 3 clusters Score -2750153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2750186.000000 Penalty: 4942.129883
	Iteration 25Q: 3 clusters Score -2750186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2750224.750000 Penalty: 4942.129883
	Iteration 26Q: 3 clusters Score -2750225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2750264.750000 Penalty: 4942.129883
	Iteration 27Q: 3 clusters Score -2750265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2750303.750000 Penalty: 4942.129883
	Iteration 28Q: 3 clusters Score -2750304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2750326.250000 Penalty: 4942.129883
	Iteration 29Q: 3 clusters Score -2750326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2750360.750000 Penalty: 4942.129883
	Iteration 30Q: 3 clusters Score -2750361 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2750380.250000 Penalty: 4942.129883
	Iteration 31Q: 3 clusters Score -2750380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2750406.000000 Penalty: 4942.129883
	Iteration 32Q: 3 clusters Score -2750406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2750444.750000 Penalty: 4942.129883
	Iteration 33Q: 3 clusters Score -2750445 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2750482.500000 Penalty: 4942.129883
	Iteration 34Q: 3 clusters Score -2750482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2750521.250000 Penalty: 4942.129883
	Iteration 35Q: 3 clusters Score -2750521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2750548.250000 Penalty: 4942.129883
	Iteration 36Q: 3 clusters Score -2750548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2750576.000000 Penalty: 4942.129883
	Iteration 37Q: 3 clusters Score -2750576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2750605.750000 Penalty: 4942.129883
	Iteration 38Q: 3 clusters Score -2750606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2750619.000000 Penalty: 4942.129883
	Iteration 39Q: 3 clusters Score -2750619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2750639.500000 Penalty: 4942.129883
	Iteration 40F: 3 clusters Score -2750640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2750656.750000 Penalty: 4942.129883
	Iteration 41Q: 3 clusters Score -2750657 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2750687.000000 Penalty: 4942.129883
	Iteration 42Q: 3 clusters Score -2750687 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2750726.000000 Penalty: 4942.129883
	Iteration 43Q: 3 clusters Score -2750726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2750740.500000 Penalty: 4942.129883
	Iteration 44Q: 3 clusters Score -2750740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2750768.750000 Penalty: 4942.129883
	Iteration 45Q: 3 clusters Score -2750769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2750780.750000 Penalty: 4942.129883
	Iteration 46Q: 3 clusters Score -2750781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2750793.750000 Penalty: 4942.129883
	Iteration 47Q: 3 clusters Score -2750794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2750822.250000 Penalty: 4942.129883
	Iteration 48Q: 3 clusters Score -2750822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2750849.500000 Penalty: 4942.129883
	Iteration 49Q: 3 clusters Score -2750850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2750859.250000 Penalty: 4942.129883
	Iteration 50Q: 3 clusters Score -2750859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2750882.250000 Penalty: 4942.129883
	Iteration 51Q: 3 clusters Score -2750882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2750900.750000 Penalty: 4942.129883
	Iteration 52Q: 3 clusters Score -2750901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2750914.500000 Penalty: 4942.129883
	Iteration 53Q: 3 clusters Score -2750914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2750932.250000 Penalty: 4942.129883
	Iteration 54Q: 3 clusters Score -2750932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2750964.500000 Penalty: 4942.129883
	Iteration 55Q: 3 clusters Score -2750964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2750989.500000 Penalty: 4942.129883
	Iteration 56Q: 3 clusters Score -2750990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2751014.250000 Penalty: 4942.129883
	Iteration 57Q: 3 clusters Score -2751014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2751046.250000 Penalty: 4942.129883
	Iteration 58Q: 3 clusters Score -2751046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2751069.500000 Penalty: 4942.129883
	Iteration 59Q: 3 clusters Score -2751070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2751089.250000 Penalty: 4942.129883
	Iteration 60F: 3 clusters Score -2751089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2751105.500000 Penalty: 4942.129883
	Iteration 61Q: 3 clusters Score -2751106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2751120.250000 Penalty: 4942.129883
	Iteration 62Q: 3 clusters Score -2751120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2751125.250000 Penalty: 4942.129883
	Iteration 63Q: 3 clusters Score -2751125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2751133.750000 Penalty: 4942.129883
	Iteration 64Q: 3 clusters Score -2751134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2751151.500000 Penalty: 4942.129883
	Iteration 65Q: 3 clusters Score -2751152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2751160.000000 Penalty: 4942.129883
	Iteration 66Q: 3 clusters Score -2751160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2751174.500000 Penalty: 4942.129883
	Iteration 67Q: 3 clusters Score -2751174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2751179.750000 Penalty: 4942.129883
	Iteration 68Q: 3 clusters Score -2751180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2751185.250000 Penalty: 4942.129883
	Iteration 69Q: 3 clusters Score -2751185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2751192.750000 Penalty: 4942.129883
	Iteration 70Q: 3 clusters Score -2751193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2751205.500000 Penalty: 4942.129883
	Iteration 71Q: 3 clusters Score -2751206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2751213.500000 Penalty: 4942.129883
	Iteration 72Q: 3 clusters Score -2751214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2751222.250000 Penalty: 4942.129883
	Iteration 73Q: 3 clusters Score -2751222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2751230.750000 Penalty: 4942.129883
	Iteration 74Q: 3 clusters Score -2751231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2751234.000000 Penalty: 4942.129883
	Iteration 75Q: 3 clusters Score -2751234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2751243.000000 Penalty: 4942.129883
	Iteration 76Q: 3 clusters Score -2751243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2751243.250000 Penalty: 4942.129883
	Iteration 77Q: 3 clusters Score -2751243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2751252.000000 Penalty: 4942.129883
	Iteration 78Q: 3 clusters Score -2751252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2751258.000000 Penalty: 4942.129883
	Iteration 79Q: 3 clusters Score -2751258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2751265.250000 Penalty: 4942.129883
	Iteration 80F: 3 clusters Score -2751265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2751267.250000 Penalty: 4942.129883
	Iteration 81Q: 3 clusters Score -2751267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2751278.000000 Penalty: 4942.129883
	Iteration 82Q: 3 clusters Score -2751278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2751275.250000 Penalty: 4942.129883
	Iteration 83Q: 3 clusters Score -2751275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2751281.750000 Penalty: 4942.129883
	Iteration 84Q: 3 clusters Score -2751282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2751287.000000 Penalty: 4942.129883
	Iteration 85Q: 3 clusters Score -2751287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2751289.000000 Penalty: 4942.129883
	Iteration 86Q: 3 clusters Score -2751289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2751286.750000 Penalty: 4942.129883
	Iteration 87Q: 3 clusters Score -2751287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2751291.000000 Penalty: 4942.129883
	Iteration 88Q: 3 clusters Score -2751291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2751292.250000 Penalty: 4942.129883
	Iteration 89Q: 3 clusters Score -2751292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2751295.250000 Penalty: 4942.129883
	Iteration 90Q: 3 clusters Score -2751295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2751301.500000 Penalty: 4942.129883
	Iteration 91Q: 3 clusters Score -2751302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2751301.500000 Penalty: 4942.129883
	Iteration 92F: 3 clusters Score -2751302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Entering Unmasked Estep 
Score: -1283457.625000 Penalty: 2299.898682
	Iteration 0F: 2 clusters Score -1283458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1275369.750000 Penalty: 4599.797363
	Iteration 0F: 3 clusters Score -1275370 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1277699.250000 Penalty: 4599.797363
	Iteration 1F: 3 clusters Score -1277699 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1278093.250000 Penalty: 4599.797363
	Iteration 2F: 3 clusters Score -1278093 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1278480.625000 Penalty: 4599.797363
	Iteration 3F: 3 clusters Score -1278481 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1278794.000000 Penalty: 4599.797363
	Iteration 4F: 3 clusters Score -1278794 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1279017.250000 Penalty: 4599.797363
	Iteration 5Q: 3 clusters Score -1279017 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1279213.625000 Penalty: 4599.797363
	Iteration 6Q: 3 clusters Score -1279214 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1279398.750000 Penalty: 4599.797363
	Iteration 7Q: 3 clusters Score -1279399 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1279576.250000 Penalty: 4599.797363
	Iteration 8Q: 3 clusters Score -1279576 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1279750.500000 Penalty: 4599.797363
	Iteration 9Q: 3 clusters Score -1279750 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1279938.375000 Penalty: 4599.797363
	Iteration 10Q: 3 clusters Score -1279938 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1280150.125000 Penalty: 4599.797363
	Iteration 11Q: 3 clusters Score -1280150 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1280362.000000 Penalty: 4599.797363
	Iteration 12Q: 3 clusters Score -1280362 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1280575.375000 Penalty: 4599.797363
	Iteration 13Q: 3 clusters Score -1280575 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1280842.375000 Penalty: 4599.797363
	Iteration 14Q: 3 clusters Score -1280842 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1281093.375000 Penalty: 4599.797363
	Iteration 15Q: 3 clusters Score -1281093 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1281319.375000 Penalty: 4599.797363
	Iteration 16Q: 3 clusters Score -1281319 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1281585.625000 Penalty: 4599.797363
	Iteration 17Q: 3 clusters Score -1281586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1281855.000000 Penalty: 4599.797363
	Iteration 18Q: 3 clusters Score -1281855 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1282088.250000 Penalty: 4599.797363
	Iteration 19Q: 3 clusters Score -1282088 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1282264.125000 Penalty: 4599.797363
	Iteration 20F: 3 clusters Score -1282264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1282403.500000 Penalty: 4599.797363
	Iteration 21Q: 3 clusters Score -1282404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1282516.375000 Penalty: 4599.797363
	Iteration 22Q: 3 clusters Score -1282516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1282606.750000 Penalty: 4599.797363
	Iteration 23Q: 3 clusters Score -1282607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1282674.375000 Penalty: 4599.797363
	Iteration 24Q: 3 clusters Score -1282674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1282738.000000 Penalty: 4599.797363
	Iteration 25Q: 3 clusters Score -1282738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1282794.125000 Penalty: 4599.797363
	Iteration 26Q: 3 clusters Score -1282794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1282828.000000 Penalty: 4599.797363
	Iteration 27Q: 3 clusters Score -1282828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1282852.375000 Penalty: 4599.797363
	Iteration 28Q: 3 clusters Score -1282852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1282874.625000 Penalty: 4599.797363
	Iteration 29Q: 3 clusters Score -1282875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1282901.625000 Penalty: 4599.797363
	Iteration 30Q: 3 clusters Score -1282902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1282920.000000 Penalty: 4599.797363
	Iteration 31Q: 3 clusters Score -1282920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1282934.000000 Penalty: 4599.797363
	Iteration 32Q: 3 clusters Score -1282934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1282943.000000 Penalty: 4599.797363
	Iteration 33Q: 3 clusters Score -1282943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1282950.250000 Penalty: 4599.797363
	Iteration 34Q: 3 clusters Score -1282950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1282966.125000 Penalty: 4599.797363
	Iteration 35Q: 3 clusters Score -1282966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1282974.125000 Penalty: 4599.797363
	Iteration 36Q: 3 clusters Score -1282974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1282978.000000 Penalty: 4599.797363
	Iteration 37Q: 3 clusters Score -1282978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1282978.375000 Penalty: 4599.797363
	Iteration 38Q: 3 clusters Score -1282978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1282978.375000 Penalty: 4599.797363
	Iteration 39F: 3 clusters Score -1282978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -172966.656250 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -172966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -170760.250000 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -170760.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171083.421875 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -171083.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171187.843750 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -171187.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171254.625000 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -171254.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -171304.984375 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -171305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171350.046875 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -171350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -171382.437500 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -171382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171404.500000 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -171404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -171416.781250 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -171416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -171424.031250 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -171424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -171430.812500 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -171430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -171434.703125 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -171434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171441.250000 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -171441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -171444.859375 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -171444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -171457.437500 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -171457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -171464.812500 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -171464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -171470.109375 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -171470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171472.890625 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -171472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -171476.500000 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -171476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171477.093750 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -171477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171477.093750 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -171477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Entering Unmasked Estep 
Score: -5835891.000000 Penalty: 2657.890869
	Iteration 0F: 2 clusters Score -5835891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -5805339.500000 Penalty: 5315.781738
	Iteration 0F: 3 clusters Score -5805340 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5816748.500000 Penalty: 5315.781738
	Iteration 1F: 3 clusters Score -5816748 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5817220.500000 Penalty: 5315.781738
	Iteration 2Q: 3 clusters Score -5817220 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -5817667.500000 Penalty: 5315.781738
	Iteration 3Q: 3 clusters Score -5817668 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5818176.000000 Penalty: 5315.781738
	Iteration 4Q: 3 clusters Score -5818176 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5818875.500000 Penalty: 5315.781738
	Iteration 5Q: 3 clusters Score -5818876 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5819919.000000 Penalty: 5315.781738
	Iteration 6Q: 3 clusters Score -5819919 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -5821501.000000 Penalty: 5315.781738
	Iteration 7F: 3 clusters Score -5821501 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -5823866.000000 Penalty: 5315.781738
	Iteration 8F: 3 clusters Score -5823866 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -5826924.500000 Penalty: 5315.781738
	Iteration 9F: 3 clusters Score -5826924 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5829907.000000 Penalty: 5315.781738
	Iteration 10F: 3 clusters Score -5829907 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5831886.000000 Penalty: 5315.781738
	Iteration 11Q: 3 clusters Score -5831886 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5832786.000000 Penalty: 5315.781738
	Iteration 12Q: 3 clusters Score -5832786 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5833149.000000 Penalty: 5315.781738
	Iteration 13Q: 3 clusters Score -5833149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5833293.000000 Penalty: 5315.781738
	Iteration 14Q: 3 clusters Score -5833293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5833374.000000 Penalty: 5315.781738
	Iteration 15Q: 3 clusters Score -5833374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5833412.500000 Penalty: 5315.781738
	Iteration 16Q: 3 clusters Score -5833412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5833447.500000 Penalty: 5315.781738
	Iteration 17Q: 3 clusters Score -5833448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5833469.000000 Penalty: 5315.781738
	Iteration 18Q: 3 clusters Score -5833469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5833477.000000 Penalty: 5315.781738
	Iteration 19Q: 3 clusters Score -5833477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5833481.500000 Penalty: 5315.781738
	Iteration 20F: 3 clusters Score -5833482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5833484.000000 Penalty: 5315.781738
	Iteration 21Q: 3 clusters Score -5833484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5833483.500000 Penalty: 5315.781738
	Iteration 22Q: 3 clusters Score -5833484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5833495.000000 Penalty: 5315.781738
	Iteration 23Q: 3 clusters Score -5833495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5833496.000000 Penalty: 5315.781738
	Iteration 24Q: 3 clusters Score -5833496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5833493.500000 Penalty: 5315.781738
	Iteration 25Q: 3 clusters Score -5833494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5833495.000000 Penalty: 5315.781738
	Iteration 26Q: 3 clusters Score -5833495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5833495.000000 Penalty: 5315.781738
	Iteration 27F: 3 clusters Score -5833495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Entering Unmasked Estep 
Score: -21212138.000000 Penalty: 2981.093506
	Iteration 0F: 2 clusters Score -2.121214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -21103922.000000 Penalty: 5962.187012
	Iteration 0F: 3 clusters Score -2.110392e+07 nChanged 79517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -21150762.000000 Penalty: 5962.187012
	Iteration 1F: 3 clusters Score -2.115076e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -21152200.000000 Penalty: 5962.187012
	Iteration 2Q: 3 clusters Score -2.11522e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -21154032.000000 Penalty: 5962.187012
	Iteration 3Q: 3 clusters Score -2.115403e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -21156914.000000 Penalty: 5962.187012
	Iteration 4Q: 3 clusters Score -2.115691e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -21161366.000000 Penalty: 5962.187012
	Iteration 5F: 3 clusters Score -2.116137e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -21167704.000000 Penalty: 5962.187012
	Iteration 6F: 3 clusters Score -2.11677e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -21176236.000000 Penalty: 5962.187012
	Iteration 7F: 3 clusters Score -2.117624e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -21185538.000000 Penalty: 5962.187012
	Iteration 8F: 3 clusters Score -2.118554e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -21192992.000000 Penalty: 5962.187012
	Iteration 9F: 3 clusters Score -2.119299e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -21197730.000000 Penalty: 5962.187012
	Iteration 10Q: 3 clusters Score -2.119773e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 140331 members 
Entering Unmasked Estep 
Score: -21200674.000000 Penalty: 5962.187012
	Iteration 11Q: 3 clusters Score -2.120067e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 143343 members 
Entering Unmasked Estep 
Score: -21202680.000000 Penalty: 5962.187012
	Iteration 12Q: 3 clusters Score -2.120268e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 145949 members 
Entering Unmasked Estep 
Score: -21204338.000000 Penalty: 5962.187012
	Iteration 13Q: 3 clusters Score -2.120434e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -21205650.000000 Penalty: 5962.187012
	Iteration 14Q: 3 clusters Score -2.120565e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -21206808.000000 Penalty: 5962.187012
	Iteration 15Q: 3 clusters Score -2.120681e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -21208038.000000 Penalty: 5962.187012
	Iteration 16Q: 3 clusters Score -2.120804e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -21208854.000000 Penalty: 5962.187012
	Iteration 17Q: 3 clusters Score -2.120885e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 153835 members 
Entering Unmasked Estep 
Score: -21209424.000000 Penalty: 5962.187012
	Iteration 18Q: 3 clusters Score -2.120942e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -21210006.000000 Penalty: 5962.187012
	Iteration 19Q: 3 clusters Score -2.121001e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -21210400.000000 Penalty: 5962.187012
	Iteration 20F: 3 clusters Score -2.12104e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 155772 members 
Entering Unmasked Estep 
Score: -21210702.000000 Penalty: 5962.187012
	Iteration 21Q: 3 clusters Score -2.12107e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 156154 members 
Entering Unmasked Estep 
Score: -21210808.000000 Penalty: 5962.187012
	Iteration 22Q: 3 clusters Score -2.121081e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -21210962.000000 Penalty: 5962.187012
	Iteration 23Q: 3 clusters Score -2.121096e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -21210976.000000 Penalty: 5962.187012
	Iteration 24Q: 3 clusters Score -2.121098e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -21211030.000000 Penalty: 5962.187012
	Iteration 25Q: 3 clusters Score -2.121103e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -21210998.000000 Penalty: 5962.187012
	Iteration 26Q: 3 clusters Score -2.1211e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -21211002.000000 Penalty: 5962.187012
	Iteration 27Q: 3 clusters Score -2.1211e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -21211024.000000 Penalty: 5962.187012
	Iteration 28Q: 3 clusters Score -2.121102e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 157654 members 
Entering Unmasked Estep 
Score: -21211052.000000 Penalty: 5962.187012
	Iteration 29Q: 3 clusters Score -2.121105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -21211032.000000 Penalty: 5962.187012
	Iteration 30Q: 3 clusters Score -2.121103e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -21211040.000000 Penalty: 5962.187012
	Iteration 31Q: 3 clusters Score -2.121104e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -21211022.000000 Penalty: 5962.187012
	Iteration 32Q: 3 clusters Score -2.121102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -21211016.000000 Penalty: 5962.187012
	Iteration 33Q: 3 clusters Score -2.121102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -21211028.000000 Penalty: 5962.187012
	Iteration 34Q: 3 clusters Score -2.121103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -21211042.000000 Penalty: 5962.187012
	Iteration 35Q: 3 clusters Score -2.121104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -21211056.000000 Penalty: 5962.187012
	Iteration 36Q: 3 clusters Score -2.121106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -21211054.000000 Penalty: 5962.187012
	Iteration 37Q: 3 clusters Score -2.121105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -21211056.000000 Penalty: 5962.187012
	Iteration 38Q: 3 clusters Score -2.121106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -21211078.000000 Penalty: 5962.187012
	Iteration 39Q: 3 clusters Score -2.121108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 158396 members 
Entering Unmasked Estep 
Score: -21211056.000000 Penalty: 5962.187012
	Iteration 40F: 3 clusters Score -2.121106e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -21211066.000000 Penalty: 5962.187012
	Iteration 41Q: 3 clusters Score -2.121107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -21211078.000000 Penalty: 5962.187012
	Iteration 42Q: 3 clusters Score -2.121108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -21211080.000000 Penalty: 5962.187012
	Iteration 43Q: 3 clusters Score -2.121108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 158565 members 
Entering Unmasked Estep 
Score: -21211074.000000 Penalty: 5962.187012
	Iteration 44Q: 3 clusters Score -2.121107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -21211106.000000 Penalty: 5962.187012
	Iteration 45Q: 3 clusters Score -2.121111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -21211088.000000 Penalty: 5962.187012
	Iteration 46Q: 3 clusters Score -2.121109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -21211120.000000 Penalty: 5962.187012
	Iteration 47Q: 3 clusters Score -2.121112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -21211102.000000 Penalty: 5962.187012
	Iteration 48Q: 3 clusters Score -2.12111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -21211076.000000 Penalty: 5962.187012
	Iteration 49Q: 3 clusters Score -2.121108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -21211106.000000 Penalty: 5962.187012
	Iteration 50Q: 3 clusters Score -2.121111e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -21211122.000000 Penalty: 5962.187012
	Iteration 51Q: 3 clusters Score -2.121112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -21211110.000000 Penalty: 5962.187012
	Iteration 52Q: 3 clusters Score -2.121111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -21211096.000000 Penalty: 5962.187012
	Iteration 53Q: 3 clusters Score -2.12111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -21211092.000000 Penalty: 5962.187012
	Iteration 54Q: 3 clusters Score -2.121109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 159022 members 
Entering Unmasked Estep 
Score: -21211134.000000 Penalty: 5962.187012
	Iteration 55Q: 3 clusters Score -2.121113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 159046 members 
Entering Unmasked Estep 
Score: -21211112.000000 Penalty: 5962.187012
	Iteration 56Q: 3 clusters Score -2.121111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -21211132.000000 Penalty: 5962.187012
	Iteration 57Q: 3 clusters Score -2.121113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -21211114.000000 Penalty: 5962.187012
	Iteration 58Q: 3 clusters Score -2.121111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -21211134.000000 Penalty: 5962.187012
	Iteration 59Q: 3 clusters Score -2.121113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -21211118.000000 Penalty: 5962.187012
	Iteration 60F: 3 clusters Score -2.121112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -21211144.000000 Penalty: 5962.187012
	Iteration 61Q: 3 clusters Score -2.121114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21211116.000000 Penalty: 5962.187012
	Iteration 62Q: 3 clusters Score -2.121112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21211150.000000 Penalty: 5962.187012
	Iteration 63Q: 3 clusters Score -2.121115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -21211142.000000 Penalty: 5962.187012
	Iteration 64Q: 3 clusters Score -2.121114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -21211152.000000 Penalty: 5962.187012
	Iteration 65Q: 3 clusters Score -2.121115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -21211134.000000 Penalty: 5962.187012
	Iteration 66Q: 3 clusters Score -2.121113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 159230 members 
Entering Unmasked Estep 
Score: -21211148.000000 Penalty: 5962.187012
	Iteration 67Q: 3 clusters Score -2.121115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -21211152.000000 Penalty: 5962.187012
	Iteration 68Q: 3 clusters Score -2.121115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -21211158.000000 Penalty: 5962.187012
	Iteration 69Q: 3 clusters Score -2.121116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21211150.000000 Penalty: 5962.187012
	Iteration 70Q: 3 clusters Score -2.121115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -21211170.000000 Penalty: 5962.187012
	Iteration 71Q: 3 clusters Score -2.121117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -21211178.000000 Penalty: 5962.187012
	Iteration 72Q: 3 clusters Score -2.121118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -21211174.000000 Penalty: 5962.187012
	Iteration 73Q: 3 clusters Score -2.121117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -21211174.000000 Penalty: 5962.187012
	Iteration 74Q: 3 clusters Score -2.121117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -21211164.000000 Penalty: 5962.187012
	Iteration 75Q: 3 clusters Score -2.121116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -21211164.000000 Penalty: 5962.187012
	Iteration 76Q: 3 clusters Score -2.121116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -21211168.000000 Penalty: 5962.187012
	Iteration 77Q: 3 clusters Score -2.121117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -21211166.000000 Penalty: 5962.187012
	Iteration 78Q: 3 clusters Score -2.121117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -21211166.000000 Penalty: 5962.187012
	Iteration 79Q: 3 clusters Score -2.121117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -21211156.000000 Penalty: 5962.187012
	Iteration 80F: 3 clusters Score -2.121116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 159316 members 
Entering Unmasked Estep 
Score: -21211150.000000 Penalty: 5962.187012
	Iteration 81Q: 3 clusters Score -2.121115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -21211178.000000 Penalty: 5962.187012
	Iteration 82Q: 3 clusters Score -2.121118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -21211172.000000 Penalty: 5962.187012
	Iteration 83Q: 3 clusters Score -2.121117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -21211184.000000 Penalty: 5962.187012
	Iteration 84Q: 3 clusters Score -2.121118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -21211190.000000 Penalty: 5962.187012
	Iteration 85Q: 3 clusters Score -2.121119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21211166.000000 Penalty: 5962.187012
	Iteration 86Q: 3 clusters Score -2.121117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -21211178.000000 Penalty: 5962.187012
	Iteration 87Q: 3 clusters Score -2.121118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -21211188.000000 Penalty: 5962.187012
	Iteration 88Q: 3 clusters Score -2.121119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -21211174.000000 Penalty: 5962.187012
	Iteration 89Q: 3 clusters Score -2.121117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -21211176.000000 Penalty: 5962.187012
	Iteration 90Q: 3 clusters Score -2.121118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -21211180.000000 Penalty: 5962.187012
	Iteration 91Q: 3 clusters Score -2.121118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -21211180.000000 Penalty: 5962.187012
	Iteration 92Q: 3 clusters Score -2.121118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -21211184.000000 Penalty: 5962.187012
	Iteration 93Q: 3 clusters Score -2.121118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -21211168.000000 Penalty: 5962.187012
	Iteration 94Q: 3 clusters Score -2.121117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -21211182.000000 Penalty: 5962.187012
	Iteration 95Q: 3 clusters Score -2.121118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -21211182.000000 Penalty: 5962.187012
	Iteration 96Q: 3 clusters Score -2.121118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -21211186.000000 Penalty: 5962.187012
	Iteration 97Q: 3 clusters Score -2.121119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -21211198.000000 Penalty: 5962.187012
	Iteration 98Q: 3 clusters Score -2.12112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -21211202.000000 Penalty: 5962.187012
	Iteration 99Q: 3 clusters Score -2.12112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -21211182.000000 Penalty: 5962.187012
	Iteration 100F: 3 clusters Score -2.121118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -21211194.000000 Penalty: 5962.187012
	Iteration 101Q: 3 clusters Score -2.121119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -21211202.000000 Penalty: 5962.187012
	Iteration 102Q: 3 clusters Score -2.12112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -21211188.000000 Penalty: 5962.187012
	Iteration 103Q: 3 clusters Score -2.121119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -21211170.000000 Penalty: 5962.187012
	Iteration 104Q: 3 clusters Score -2.121117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21211196.000000 Penalty: 5962.187012
	Iteration 105Q: 3 clusters Score -2.12112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -21211198.000000 Penalty: 5962.187012
	Iteration 106Q: 3 clusters Score -2.12112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -21211210.000000 Penalty: 5962.187012
	Iteration 107Q: 3 clusters Score -2.121121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 159520 members 
Entering Unmasked Estep 
Score: -21211192.000000 Penalty: 5962.187012
	Iteration 108Q: 3 clusters Score -2.121119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 159538 members 
Entering Unmasked Estep 
Score: -21211198.000000 Penalty: 5962.187012
	Iteration 109Q: 3 clusters Score -2.12112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -21211192.000000 Penalty: 5962.187012
	Iteration 110Q: 3 clusters Score -2.121119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -21211206.000000 Penalty: 5962.187012
	Iteration 111Q: 3 clusters Score -2.121121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -21211204.000000 Penalty: 5962.187012
	Iteration 112Q: 3 clusters Score -2.12112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -21211206.000000 Penalty: 5962.187012
	Iteration 113Q: 3 clusters Score -2.121121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -21211202.000000 Penalty: 5962.187012
	Iteration 114Q: 3 clusters Score -2.12112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -21211206.000000 Penalty: 5962.187012
	Iteration 115Q: 3 clusters Score -2.121121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -21211206.000000 Penalty: 5962.187012
	Iteration 116Q: 3 clusters Score -2.121121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -21211192.000000 Penalty: 5962.187012
	Iteration 117Q: 3 clusters Score -2.121119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -21211192.000000 Penalty: 5962.187012
	Iteration 118Q: 3 clusters Score -2.121119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -21211182.000000 Penalty: 5962.187012
	Iteration 119Q: 3 clusters Score -2.121118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -21211202.000000 Penalty: 5962.187012
	Iteration 120F: 3 clusters Score -2.12112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -21211186.000000 Penalty: 5962.187012
	Iteration 121Q: 3 clusters Score -2.121119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -21211184.000000 Penalty: 5962.187012
	Iteration 122Q: 3 clusters Score -2.121118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -21211172.000000 Penalty: 5962.187012
	Iteration 123Q: 3 clusters Score -2.121117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -21211180.000000 Penalty: 5962.187012
	Iteration 124Q: 3 clusters Score -2.121118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 159686 members 
Entering Unmasked Estep 
Score: -21211172.000000 Penalty: 5962.187012
	Iteration 125Q: 3 clusters Score -2.121117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -21211168.000000 Penalty: 5962.187012
	Iteration 126Q: 3 clusters Score -2.121117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -21211170.000000 Penalty: 5962.187012
	Iteration 127Q: 3 clusters Score -2.121117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -21211170.000000 Penalty: 5962.187012
	Iteration 128Q: 3 clusters Score -2.121117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -21211170.000000 Penalty: 5962.187012
	Iteration 129F: 3 clusters Score -2.121117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Entering Unmasked Estep 
Score: -4776693.500000 Penalty: 2607.300293
	Iteration 0F: 2 clusters Score -4776694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4751763.500000 Penalty: 5214.600586
	Iteration 0F: 3 clusters Score -4751764 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4760622.000000 Penalty: 5214.600586
	Iteration 1F: 3 clusters Score -4760622 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4760974.500000 Penalty: 5214.600586
	Iteration 2Q: 3 clusters Score -4760974 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4761325.000000 Penalty: 5214.600586
	Iteration 3Q: 3 clusters Score -4761325 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4761632.000000 Penalty: 5214.600586
	Iteration 4Q: 3 clusters Score -4761632 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4761963.500000 Penalty: 5214.600586
	Iteration 5Q: 3 clusters Score -4761964 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4762350.500000 Penalty: 5214.600586
	Iteration 6Q: 3 clusters Score -4762350 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4762820.500000 Penalty: 5214.600586
	Iteration 7Q: 3 clusters Score -4762820 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4763424.000000 Penalty: 5214.600586
	Iteration 8Q: 3 clusters Score -4763424 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4764197.000000 Penalty: 5214.600586
	Iteration 9Q: 3 clusters Score -4764197 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4765183.500000 Penalty: 5214.600586
	Iteration 10Q: 3 clusters Score -4765184 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4766384.500000 Penalty: 5214.600586
	Iteration 11Q: 3 clusters Score -4766384 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4767683.500000 Penalty: 5214.600586
	Iteration 12Q: 3 clusters Score -4767684 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4768885.500000 Penalty: 5214.600586
	Iteration 13Q: 3 clusters Score -4768886 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4769999.000000 Penalty: 5214.600586
	Iteration 14Q: 3 clusters Score -4769999 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4770887.500000 Penalty: 5214.600586
	Iteration 15Q: 3 clusters Score -4770888 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4771579.500000 Penalty: 5214.600586
	Iteration 16Q: 3 clusters Score -4771580 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4772108.000000 Penalty: 5214.600586
	Iteration 17Q: 3 clusters Score -4772108 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4772509.500000 Penalty: 5214.600586
	Iteration 18Q: 3 clusters Score -4772510 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4772826.000000 Penalty: 5214.600586
	Iteration 19Q: 3 clusters Score -4772826 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4773107.000000 Penalty: 5214.600586
	Iteration 20F: 3 clusters Score -4773107 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4773341.000000 Penalty: 5214.600586
	Iteration 21Q: 3 clusters Score -4773341 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4773563.000000 Penalty: 5214.600586
	Iteration 22Q: 3 clusters Score -4773563 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4773700.000000 Penalty: 5214.600586
	Iteration 23Q: 3 clusters Score -4773700 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4773832.500000 Penalty: 5214.600586
	Iteration 24Q: 3 clusters Score -4773832 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4773919.000000 Penalty: 5214.600586
	Iteration 25Q: 3 clusters Score -4773919 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4773988.000000 Penalty: 5214.600586
	Iteration 26Q: 3 clusters Score -4773988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4774045.500000 Penalty: 5214.600586
	Iteration 27Q: 3 clusters Score -4774046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4774098.000000 Penalty: 5214.600586
	Iteration 28Q: 3 clusters Score -4774098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4774142.500000 Penalty: 5214.600586
	Iteration 29Q: 3 clusters Score -4774142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4774189.000000 Penalty: 5214.600586
	Iteration 30Q: 3 clusters Score -4774189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4774223.000000 Penalty: 5214.600586
	Iteration 31Q: 3 clusters Score -4774223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4774259.500000 Penalty: 5214.600586
	Iteration 32Q: 3 clusters Score -4774260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -4774282.000000 Penalty: 5214.600586
	Iteration 33Q: 3 clusters Score -4774282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4774300.000000 Penalty: 5214.600586
	Iteration 34Q: 3 clusters Score -4774300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4774316.500000 Penalty: 5214.600586
	Iteration 35Q: 3 clusters Score -4774316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4774329.500000 Penalty: 5214.600586
	Iteration 36Q: 3 clusters Score -4774330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4774346.500000 Penalty: 5214.600586
	Iteration 37Q: 3 clusters Score -4774346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4774355.500000 Penalty: 5214.600586
	Iteration 38Q: 3 clusters Score -4774356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4774365.000000 Penalty: 5214.600586
	Iteration 39Q: 3 clusters Score -4774365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4774362.000000 Penalty: 5214.600586
	Iteration 40F: 3 clusters Score -4774362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4774371.000000 Penalty: 5214.600586
	Iteration 41Q: 3 clusters Score -4774371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4774381.000000 Penalty: 5214.600586
	Iteration 42Q: 3 clusters Score -4774381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4774398.000000 Penalty: 5214.600586
	Iteration 43Q: 3 clusters Score -4774398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4774406.500000 Penalty: 5214.600586
	Iteration 44Q: 3 clusters Score -4774406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4774421.500000 Penalty: 5214.600586
	Iteration 45Q: 3 clusters Score -4774422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4774433.500000 Penalty: 5214.600586
	Iteration 46Q: 3 clusters Score -4774434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4774442.000000 Penalty: 5214.600586
	Iteration 47Q: 3 clusters Score -4774442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4774443.500000 Penalty: 5214.600586
	Iteration 48Q: 3 clusters Score -4774444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4774447.000000 Penalty: 5214.600586
	Iteration 49Q: 3 clusters Score -4774447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4774451.000000 Penalty: 5214.600586
	Iteration 50Q: 3 clusters Score -4774451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4774455.500000 Penalty: 5214.600586
	Iteration 51Q: 3 clusters Score -4774456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4774455.500000 Penalty: 5214.600586
	Iteration 52F: 3 clusters Score -4774456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -268101.875000 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -268101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -265415.593750 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -265415.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -265889.312500 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -265889.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -266018.250000 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -266018.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -266079.406250 Penalty: 3805.226074
	Iteration 3Q: 3 clusters Score -266079.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -266134.562500 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -266134.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266174.187500 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -266174.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -266206.000000 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -266206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -266228.062500 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -266228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -266240.593750 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -266240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -266254.437500 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -266254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266265.718750 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -266265.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266276.437500 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -266276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -266285.000000 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -266285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -266294.531250 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -266294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -266301.500000 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -266301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -266307.781250 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -266307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266316.812500 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -266316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -266322.093750 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -266322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -266327.312500 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -266327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -266333.937500 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -266333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -266340.250000 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -266340.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266347.500000 Penalty: 3805.226074
	Iteration 21Q: 3 clusters Score -266347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -266353.656250 Penalty: 3805.226074
	Iteration 22Q: 3 clusters Score -266353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266357.250000 Penalty: 3805.226074
	Iteration 23Q: 3 clusters Score -266357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -266360.437500 Penalty: 3805.226074
	Iteration 24Q: 3 clusters Score -266360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -266365.750000 Penalty: 3805.226074
	Iteration 25Q: 3 clusters Score -266365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -266369.093750 Penalty: 3805.226074
	Iteration 26Q: 3 clusters Score -266369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -266371.656250 Penalty: 3805.226074
	Iteration 27Q: 3 clusters Score -266371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -266373.187500 Penalty: 3805.226074
	Iteration 28Q: 3 clusters Score -266373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -266373.687500 Penalty: 3805.226074
	Iteration 29Q: 3 clusters Score -266373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -266376.031250 Penalty: 3805.226074
	Iteration 30Q: 3 clusters Score -266376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -266378.031250 Penalty: 3805.226074
	Iteration 31Q: 3 clusters Score -266378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -266378.625000 Penalty: 3805.226074
	Iteration 32Q: 3 clusters Score -266378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266378.281250 Penalty: 3805.226074
	Iteration 33Q: 3 clusters Score -266378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266378.281250 Penalty: 3805.226074
	Iteration 34F: 3 clusters Score -266378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -985336.250000 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -985336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -979017.375000 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -979017.4 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -980762.000000 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -980762 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -981052.062500 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -981052.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -981245.187500 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -981245.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -981432.125000 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -981432.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -981659.500000 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -981659.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -981895.750000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -981895.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -982134.312500 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -982134.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -982332.000000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -982332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -982492.062500 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -982492.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -982619.500000 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -982619.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -982737.250000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -982737.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -982853.562500 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -982853.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -982969.312500 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -982969.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -983061.125000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -983061.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -983152.187500 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -983152.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -983240.625000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -983240.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -983316.875000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -983316.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -983375.750000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -983375.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -983432.687500 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -983432.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -983487.687500 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -983487.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -983534.937500 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -983534.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -983575.750000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -983575.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -983604.062500 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -983604.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -983632.687500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -983632.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -983661.750000 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -983661.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -983696.437500 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -983696.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -983736.562500 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -983736.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -983778.062500 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -983778.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -983816.375000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -983816.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -983842.312500 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -983842.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -983864.437500 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -983864.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -983882.312500 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -983882.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -983901.875000 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -983901.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -983917.937500 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -983917.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -983928.562500 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -983928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -983938.625000 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -983938.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -983945.250000 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -983945.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -983953.125000 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -983953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -983958.312500 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -983958.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -983962.187500 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -983962.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -983966.750000 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -983966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -983975.687500 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -983975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -983978.375000 Penalty: 4443.499512
	Iteration 43Q: 3 clusters Score -983978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -983980.812500 Penalty: 4443.499512
	Iteration 44Q: 3 clusters Score -983980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -983981.812500 Penalty: 4443.499512
	Iteration 45Q: 3 clusters Score -983981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -983984.562500 Penalty: 4443.499512
	Iteration 46Q: 3 clusters Score -983984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -983986.562500 Penalty: 4443.499512
	Iteration 47Q: 3 clusters Score -983986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -983990.500000 Penalty: 4443.499512
	Iteration 48Q: 3 clusters Score -983990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -983994.562500 Penalty: 4443.499512
	Iteration 49Q: 3 clusters Score -983994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -983992.312500 Penalty: 4443.499512
	Iteration 50Q: 3 clusters Score -983992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -983993.562500 Penalty: 4443.499512
	Iteration 51Q: 3 clusters Score -983993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -983993.562500 Penalty: 4443.499512
	Iteration 52F: 3 clusters Score -983993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273534 members 
Entering Unmasked Estep 
Score: -34805796.000000 Penalty: 3104.756836
	Iteration 0F: 2 clusters Score -3.48058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -34636772.000000 Penalty: 6209.513672
	Iteration 0F: 3 clusters Score -3.463677e+07 nChanged 132338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 142974 members 
Entering Unmasked Estep 
Score: -34715400.000000 Penalty: 6209.513672
	Iteration 1F: 3 clusters Score -3.47154e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -34716672.000000 Penalty: 6209.513672
	Iteration 2Q: 3 clusters Score -3.471667e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -34718900.000000 Penalty: 6209.513672
	Iteration 3Q: 3 clusters Score -3.47189e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -34722772.000000 Penalty: 6209.513672
	Iteration 4Q: 3 clusters Score -3.472277e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -34729908.000000 Penalty: 6209.513672
	Iteration 5F: 3 clusters Score -3.472991e+07 nChanged 19876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -34741876.000000 Penalty: 6209.513672
	Iteration 6F: 3 clusters Score -3.474188e+07 nChanged 23319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 217531 members 
Entering Unmasked Estep 
Score: -34758496.000000 Penalty: 6209.513672
	Iteration 7F: 3 clusters Score -3.47585e+07 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 238011 members 
Entering Unmasked Estep 
Score: -34774892.000000 Penalty: 6209.513672
	Iteration 8F: 3 clusters Score -3.477489e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 252165 members 
Entering Unmasked Estep 
Score: -34786396.000000 Penalty: 6209.513672
	Iteration 9F: 3 clusters Score -3.47864e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 260169 members 
Entering Unmasked Estep 
Score: -34792864.000000 Penalty: 6209.513672
	Iteration 10Q: 3 clusters Score -3.479286e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 264393 members 
Entering Unmasked Estep 
Score: -34796304.000000 Penalty: 6209.513672
	Iteration 11Q: 3 clusters Score -3.47963e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 266814 members 
Entering Unmasked Estep 
Score: -34798500.000000 Penalty: 6209.513672
	Iteration 12Q: 3 clusters Score -3.47985e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 268295 members 
Entering Unmasked Estep 
Score: -34799572.000000 Penalty: 6209.513672
	Iteration 13Q: 3 clusters Score -3.479957e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 269282 members 
Entering Unmasked Estep 
Score: -34800372.000000 Penalty: 6209.513672
	Iteration 14Q: 3 clusters Score -3.480037e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 269967 members 
Entering Unmasked Estep 
Score: -34800960.000000 Penalty: 6209.513672
	Iteration 15Q: 3 clusters Score -3.480096e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 270442 members 
Entering Unmasked Estep 
Score: -34801312.000000 Penalty: 6209.513672
	Iteration 16Q: 3 clusters Score -3.480131e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 270777 members 
Entering Unmasked Estep 
Score: -34801516.000000 Penalty: 6209.513672
	Iteration 17Q: 3 clusters Score -3.480152e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 271033 members 
Entering Unmasked Estep 
Score: -34801732.000000 Penalty: 6209.513672
	Iteration 18Q: 3 clusters Score -3.480173e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 271251 members 
Entering Unmasked Estep 
Score: -34801888.000000 Penalty: 6209.513672
	Iteration 19Q: 3 clusters Score -3.480189e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 271410 members 
Entering Unmasked Estep 
Score: -34801996.000000 Penalty: 6209.513672
	Iteration 20F: 3 clusters Score -3.4802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 271525 members 
Entering Unmasked Estep 
Score: -34802096.000000 Penalty: 6209.513672
	Iteration 21Q: 3 clusters Score -3.48021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 271642 members 
Entering Unmasked Estep 
Score: -34802144.000000 Penalty: 6209.513672
	Iteration 22Q: 3 clusters Score -3.480214e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 271734 members 
Entering Unmasked Estep 
Score: -34802232.000000 Penalty: 6209.513672
	Iteration 23Q: 3 clusters Score -3.480223e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 271817 members 
Entering Unmasked Estep 
Score: -34802308.000000 Penalty: 6209.513672
	Iteration 24Q: 3 clusters Score -3.480231e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 271890 members 
Entering Unmasked Estep 
Score: -34802300.000000 Penalty: 6209.513672
	Iteration 25Q: 3 clusters Score -3.48023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 271961 members 
Entering Unmasked Estep 
Score: -34802400.000000 Penalty: 6209.513672
	Iteration 26Q: 3 clusters Score -3.48024e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 272022 members 
Entering Unmasked Estep 
Score: -34802476.000000 Penalty: 6209.513672
	Iteration 27Q: 3 clusters Score -3.480248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 272070 members 
Entering Unmasked Estep 
Score: -34802536.000000 Penalty: 6209.513672
	Iteration 28Q: 3 clusters Score -3.480254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 272118 members 
Entering Unmasked Estep 
Score: -34802564.000000 Penalty: 6209.513672
	Iteration 29Q: 3 clusters Score -3.480256e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 272156 members 
Entering Unmasked Estep 
Score: -34802592.000000 Penalty: 6209.513672
	Iteration 30Q: 3 clusters Score -3.480259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 272181 members 
Entering Unmasked Estep 
Score: -34802624.000000 Penalty: 6209.513672
	Iteration 31Q: 3 clusters Score -3.480262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 272204 members 
Entering Unmasked Estep 
Score: -34802684.000000 Penalty: 6209.513672
	Iteration 32Q: 3 clusters Score -3.480268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 272226 members 
Entering Unmasked Estep 
Score: -34802648.000000 Penalty: 6209.513672
	Iteration 33Q: 3 clusters Score -3.480265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 272244 members 
Entering Unmasked Estep 
Score: -34802656.000000 Penalty: 6209.513672
	Iteration 34Q: 3 clusters Score -3.480266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 272263 members 
Entering Unmasked Estep 
Score: -34802688.000000 Penalty: 6209.513672
	Iteration 35Q: 3 clusters Score -3.480269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 272282 members 
Entering Unmasked Estep 
Score: -34802720.000000 Penalty: 6209.513672
	Iteration 36Q: 3 clusters Score -3.480272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 272290 members 
Entering Unmasked Estep 
Score: -34802736.000000 Penalty: 6209.513672
	Iteration 37Q: 3 clusters Score -3.480274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 272301 members 
Entering Unmasked Estep 
Score: -34802772.000000 Penalty: 6209.513672
	Iteration 38Q: 3 clusters Score -3.480277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 272316 members 
Entering Unmasked Estep 
Score: -34802736.000000 Penalty: 6209.513672
	Iteration 39Q: 3 clusters Score -3.480274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 272329 members 
Entering Unmasked Estep 
Score: -34802788.000000 Penalty: 6209.513672
	Iteration 40F: 3 clusters Score -3.480279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 272347 members 
Entering Unmasked Estep 
Score: -34802796.000000 Penalty: 6209.513672
	Iteration 41Q: 3 clusters Score -3.48028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 272363 members 
Entering Unmasked Estep 
Score: -34802788.000000 Penalty: 6209.513672
	Iteration 42Q: 3 clusters Score -3.480279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 272373 members 
Entering Unmasked Estep 
Score: -34802796.000000 Penalty: 6209.513672
	Iteration 43Q: 3 clusters Score -3.48028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 272384 members 
Entering Unmasked Estep 
Score: -34802824.000000 Penalty: 6209.513672
	Iteration 44Q: 3 clusters Score -3.480282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 272392 members 
Entering Unmasked Estep 
Score: -34802828.000000 Penalty: 6209.513672
	Iteration 45Q: 3 clusters Score -3.480283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 272400 members 
Entering Unmasked Estep 
Score: -34802836.000000 Penalty: 6209.513672
	Iteration 46Q: 3 clusters Score -3.480284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 272406 members 
Entering Unmasked Estep 
Score: -34802832.000000 Penalty: 6209.513672
	Iteration 47Q: 3 clusters Score -3.480283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 272407 members 
Entering Unmasked Estep 
Score: -34802844.000000 Penalty: 6209.513672
	Iteration 48Q: 3 clusters Score -3.480284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 272412 members 
Entering Unmasked Estep 
Score: -34802848.000000 Penalty: 6209.513672
	Iteration 49Q: 3 clusters Score -3.480285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 272418 members 
Entering Unmasked Estep 
Score: -34802848.000000 Penalty: 6209.513672
	Iteration 50Q: 3 clusters Score -3.480285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 272422 members 
Entering Unmasked Estep 
Score: -34802848.000000 Penalty: 6209.513672
	Iteration 51Q: 3 clusters Score -3.480285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 272425 members 
Entering Unmasked Estep 
Score: -34802832.000000 Penalty: 6209.513672
	Iteration 52Q: 3 clusters Score -3.480283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 272431 members 
Entering Unmasked Estep 
Score: -34802868.000000 Penalty: 6209.513672
	Iteration 53Q: 3 clusters Score -3.480287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 272438 members 
Entering Unmasked Estep 
Score: -34802876.000000 Penalty: 6209.513672
	Iteration 54Q: 3 clusters Score -3.480288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 272441 members 
Entering Unmasked Estep 
Score: -34802868.000000 Penalty: 6209.513672
	Iteration 55Q: 3 clusters Score -3.480287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 272443 members 
Entering Unmasked Estep 
Score: -34802872.000000 Penalty: 6209.513672
	Iteration 56Q: 3 clusters Score -3.480287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 272444 members 
Entering Unmasked Estep 
Score: -34802880.000000 Penalty: 6209.513672
	Iteration 57Q: 3 clusters Score -3.480288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 272445 members 
Entering Unmasked Estep 
Score: -34802892.000000 Penalty: 6209.513672
	Iteration 58Q: 3 clusters Score -3.480289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 272449 members 
Entering Unmasked Estep 
Score: -34802912.000000 Penalty: 6209.513672
	Iteration 59Q: 3 clusters Score -3.480291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 272452 members 
Entering Unmasked Estep 
Score: -34802892.000000 Penalty: 6209.513672
	Iteration 60F: 3 clusters Score -3.480289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -34802884.000000 Penalty: 6209.513672
	Iteration 61Q: 3 clusters Score -3.480288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -34802880.000000 Penalty: 6209.513672
	Iteration 62Q: 3 clusters Score -3.480288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -34802868.000000 Penalty: 6209.513672
	Iteration 63Q: 3 clusters Score -3.480287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -34802868.000000 Penalty: 6209.513672
	Iteration 64F: 3 clusters Score -3.480287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -269303.875000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -269303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -266573.531250 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -266573.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267214.968750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -267215 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267569.906250 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -267569.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -267981.656250 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -267981.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -268478.781250 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -268478.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -268807.250000 Penalty: 3832.857422
	Iteration 5F: 3 clusters Score -268807.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -268954.968750 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -268955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -269028.781250 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -269028.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -269070.312500 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -269070.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -269082.562500 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -269082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -269091.843750 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -269091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -269102.031250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -269102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -269106.531250 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -269106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -269107.062500 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -269107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -269107.062500 Penalty: 3832.857422
	Iteration 14F: 3 clusters Score -269107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -164090.078125 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -164090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161921.437500 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -161921.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162259.968750 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -162260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162360.359375 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -162360.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162402.171875 Penalty: 3560.558594
	Iteration 3Q: 3 clusters Score -162402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162417.015625 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -162417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162431.500000 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -162431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162437.421875 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -162437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162440.281250 Penalty: 3560.558594
	Iteration 7Q: 3 clusters Score -162440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162440.750000 Penalty: 3560.558594
	Iteration 8Q: 3 clusters Score -162440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162441.515625 Penalty: 3560.558594
	Iteration 9Q: 3 clusters Score -162441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162441.515625 Penalty: 3560.558594
	Iteration 10F: 3 clusters Score -162441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -11531.371094 Penalty: 1178.890381
	Iteration 0F: 2 clusters Score -11531.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10659.292969 Penalty: 2357.780762
	Iteration 0F: 3 clusters Score -10659.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10687.439453 Penalty: 2357.780762
	Iteration 1Q: 3 clusters Score -10687.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10696.844727 Penalty: 2357.780762
	Iteration 2Q: 3 clusters Score -10696.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10709.607422 Penalty: 2357.780762
	Iteration 3Q: 3 clusters Score -10709.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10713.224609 Penalty: 2357.780762
	Iteration 4Q: 3 clusters Score -10713.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10713.224609 Penalty: 2357.780762
	Iteration 5F: 3 clusters Score -10713.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (104894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Entering Unmasked Estep 
Score: -13478600.000000 Penalty: 2867.054932
	Iteration 0F: 2 clusters Score -1.34786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -13408456.000000 Penalty: 5734.109863
	Iteration 0F: 3 clusters Score -1.340846e+07 nChanged 49508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -13436777.000000 Penalty: 5734.109863
	Iteration 1F: 3 clusters Score -1.343678e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -13437455.000000 Penalty: 5734.109863
	Iteration 2Q: 3 clusters Score -1.343746e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -13438328.000000 Penalty: 5734.109863
	Iteration 3Q: 3 clusters Score -1.343833e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -13439440.000000 Penalty: 5734.109863
	Iteration 4Q: 3 clusters Score -1.343944e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -13441526.000000 Penalty: 5734.109863
	Iteration 5Q: 3 clusters Score -1.344153e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -13445201.000000 Penalty: 5734.109863
	Iteration 6F: 3 clusters Score -1.34452e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -13451639.000000 Penalty: 5734.109863
	Iteration 7F: 3 clusters Score -1.345164e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -13460643.000000 Penalty: 5734.109863
	Iteration 8F: 3 clusters Score -1.346064e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -13469203.000000 Penalty: 5734.109863
	Iteration 9F: 3 clusters Score -1.34692e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13473818.000000 Penalty: 5734.109863
	Iteration 10Q: 3 clusters Score -1.347382e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -13475359.000000 Penalty: 5734.109863
	Iteration 11Q: 3 clusters Score -1.347536e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -13475738.000000 Penalty: 5734.109863
	Iteration 12Q: 3 clusters Score -1.347574e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -13475855.000000 Penalty: 5734.109863
	Iteration 13Q: 3 clusters Score -1.347586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -13475934.000000 Penalty: 5734.109863
	Iteration 14Q: 3 clusters Score -1.347593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -13475960.000000 Penalty: 5734.109863
	Iteration 15Q: 3 clusters Score -1.347596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -13475967.000000 Penalty: 5734.109863
	Iteration 16Q: 3 clusters Score -1.347597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -13475988.000000 Penalty: 5734.109863
	Iteration 17Q: 3 clusters Score -1.347599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -13475995.000000 Penalty: 5734.109863
	Iteration 18Q: 3 clusters Score -1.3476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -13476010.000000 Penalty: 5734.109863
	Iteration 19Q: 3 clusters Score -1.347601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -13476021.000000 Penalty: 5734.109863
	Iteration 20F: 3 clusters Score -1.347602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
Score: -13476020.000000 Penalty: 5734.109863
	Iteration 21Q: 3 clusters Score -1.347602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
Score: -13476020.000000 Penalty: 5734.109863
	Iteration 22F: 3 clusters Score -1.347602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153809 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45130 members 
Mstep: Class 15 contains 166132 members 
Mstep: Class 16 contains 36802 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7775 members 
Mstep: Class 19 contains 273534 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097544.000000 Penalty: 78356.250000
Iteration 199Q: 24 clusters Score -1.160975e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153852 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45124 members 
Mstep: Class 15 contains 166127 members 
Mstep: Class 16 contains 36806 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 273533 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097520.000000 Penalty: 78356.250000
Iteration 200F: 24 clusters Score -1.160975e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153880 members 
Mstep: Class 10 contains 34516 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45117 members 
Mstep: Class 15 contains 166127 members 
Mstep: Class 16 contains 36808 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 273526 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097456.000000 Penalty: 78356.250000
Iteration 201Q: 24 clusters Score -1.160975e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153922 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45113 members 
Mstep: Class 15 contains 166126 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 273522 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097368.000000 Penalty: 78356.250000
Iteration 202Q: 24 clusters Score -1.160974e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12671 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153959 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21246 members 
Mstep: Class 12 contains 10652 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45105 members 
Mstep: Class 15 contains 166121 members 
Mstep: Class 16 contains 36810 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7786 members 
Mstep: Class 19 contains 273518 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097400.000000 Penalty: 78356.250000
Iteration 203Q: 24 clusters Score -1.160974e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 153984 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45098 members 
Mstep: Class 15 contains 166126 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 273506 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097536.000000 Penalty: 78356.250000
Iteration 204Q: 24 clusters Score -1.160975e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154015 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45092 members 
Mstep: Class 15 contains 166135 members 
Mstep: Class 16 contains 36810 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 273492 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097496.000000 Penalty: 78356.250000
Iteration 205Q: 24 clusters Score -1.160975e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154040 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21250 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45085 members 
Mstep: Class 15 contains 166144 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 273481 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097432.000000 Penalty: 78356.250000
Iteration 206Q: 24 clusters Score -1.160974e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154069 members 
Mstep: Class 10 contains 34518 members 
Mstep: Class 11 contains 21252 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 15 contains 166146 members 
Mstep: Class 16 contains 36808 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 273468 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097504.000000 Penalty: 78356.250000
Iteration 207Q: 24 clusters Score -1.160975e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154096 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45071 members 
Mstep: Class 15 contains 166144 members 
Mstep: Class 16 contains 36810 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097480.000000 Penalty: 78356.250000
Iteration 208Q: 24 clusters Score -1.160975e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154120 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10660 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45061 members 
Mstep: Class 15 contains 166142 members 
Mstep: Class 16 contains 36814 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 273460 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097552.000000 Penalty: 78356.250000
Iteration 209Q: 24 clusters Score -1.160976e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154147 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45048 members 
Mstep: Class 15 contains 166149 members 
Mstep: Class 16 contains 36816 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 273460 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097632.000000 Penalty: 78356.250000
Iteration 210Q: 24 clusters Score -1.160976e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20324 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154183 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45037 members 
Mstep: Class 15 contains 166157 members 
Mstep: Class 16 contains 36817 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 273460 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097592.000000 Penalty: 78356.250000
Iteration 211Q: 24 clusters Score -1.160976e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154227 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45032 members 
Mstep: Class 15 contains 166153 members 
Mstep: Class 16 contains 36819 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097536.000000 Penalty: 78356.250000
Iteration 212Q: 24 clusters Score -1.160975e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154275 members 
Mstep: Class 10 contains 34516 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 10674 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45025 members 
Mstep: Class 15 contains 166153 members 
Mstep: Class 16 contains 36821 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097640.000000 Penalty: 78356.250000
Iteration 213Q: 24 clusters Score -1.160976e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154311 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45018 members 
Mstep: Class 15 contains 166159 members 
Mstep: Class 16 contains 36825 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 273460 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097600.000000 Penalty: 78356.250000
Iteration 214Q: 24 clusters Score -1.160976e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154343 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10676 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45009 members 
Mstep: Class 15 contains 166168 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 273458 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097568.000000 Penalty: 78356.250000
Iteration 215Q: 24 clusters Score -1.160976e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154369 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10679 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45005 members 
Mstep: Class 15 contains 166175 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 273457 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097584.000000 Penalty: 78356.250000
Iteration 216Q: 24 clusters Score -1.160976e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154394 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 10683 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 45001 members 
Mstep: Class 15 contains 166179 members 
Mstep: Class 16 contains 36830 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097688.000000 Penalty: 78356.250000
Iteration 217Q: 24 clusters Score -1.160977e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154422 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 10685 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44994 members 
Mstep: Class 15 contains 166181 members 
Mstep: Class 16 contains 36831 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097752.000000 Penalty: 78356.250000
Iteration 218Q: 24 clusters Score -1.160978e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154448 members 
Mstep: Class 10 contains 34522 members 
Mstep: Class 11 contains 21262 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44988 members 
Mstep: Class 15 contains 166182 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097648.000000 Penalty: 78356.250000
Iteration 219Q: 24 clusters Score -1.160976e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154480 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 21261 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44986 members 
Mstep: Class 15 contains 166183 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 273454 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097696.000000 Penalty: 78356.250000
Iteration 220F: 24 clusters Score -1.160977e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154509 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44980 members 
Mstep: Class 15 contains 166189 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 273452 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097800.000000 Penalty: 78356.250000
Iteration 221Q: 24 clusters Score -1.160978e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154538 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44979 members 
Mstep: Class 15 contains 166189 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 273445 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097808.000000 Penalty: 78356.250000
Iteration 222Q: 24 clusters Score -1.160978e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154560 members 
Mstep: Class 10 contains 34522 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44969 members 
Mstep: Class 15 contains 166190 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097744.000000 Penalty: 78356.250000
Iteration 223Q: 24 clusters Score -1.160977e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154579 members 
Mstep: Class 10 contains 34525 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44966 members 
Mstep: Class 15 contains 166192 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 224Q: 24 clusters Score -1.160979e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154604 members 
Mstep: Class 10 contains 34529 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10696 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44964 members 
Mstep: Class 15 contains 166194 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 273458 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097912.000000 Penalty: 78356.250000
Iteration 225Q: 24 clusters Score -1.160979e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154618 members 
Mstep: Class 10 contains 34532 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10699 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44961 members 
Mstep: Class 15 contains 166197 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097896.000000 Penalty: 78356.250000
Iteration 226Q: 24 clusters Score -1.160979e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154642 members 
Mstep: Class 10 contains 34533 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44958 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 227Q: 24 clusters Score -1.160979e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154666 members 
Mstep: Class 10 contains 34535 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44959 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 273456 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097936.000000 Penalty: 78356.250000
Iteration 228Q: 24 clusters Score -1.160979e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154696 members 
Mstep: Class 10 contains 34538 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44959 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 273460 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097904.000000 Penalty: 78356.250000
Iteration 229Q: 24 clusters Score -1.160979e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154721 members 
Mstep: Class 10 contains 34538 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44959 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7833 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097856.000000 Penalty: 78356.250000
Iteration 230Q: 24 clusters Score -1.160979e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154741 members 
Mstep: Class 10 contains 34538 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10704 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44959 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 104000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097928.000000 Penalty: 78356.250000
Iteration 231Q: 24 clusters Score -1.160979e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154771 members 
Mstep: Class 10 contains 34541 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44958 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 273456 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097816.000000 Penalty: 78356.250000
Iteration 232Q: 24 clusters Score -1.160978e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154806 members 
Mstep: Class 10 contains 34542 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44957 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 273456 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097800.000000 Penalty: 78356.250000
Iteration 233Q: 24 clusters Score -1.160978e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154839 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 12 contains 10707 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44956 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 273453 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097816.000000 Penalty: 78356.250000
Iteration 234Q: 24 clusters Score -1.160978e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154862 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44955 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273451 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 235Q: 24 clusters Score -1.160979e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20326 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154882 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10707 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44956 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36828 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273449 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 236Q: 24 clusters Score -1.160979e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154899 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44956 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273448 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097840.000000 Penalty: 78356.250000
Iteration 237Q: 24 clusters Score -1.160978e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154915 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44956 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36830 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273449 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097832.000000 Penalty: 78356.250000
Iteration 238Q: 24 clusters Score -1.160978e+08 nChanged 37
Entering ConstructFrom: 
Score: -116097832.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (25488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Entering Unmasked Estep 
Score: -3242452.250000 Penalty: 2516.198730
	Iteration 0F: 2 clusters Score -3242452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3224855.000000 Penalty: 5032.397461
	Iteration 0F: 3 clusters Score -3224855 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3230828.500000 Penalty: 5032.397461
	Iteration 1F: 3 clusters Score -3230828 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3231242.000000 Penalty: 5032.397461
	Iteration 2Q: 3 clusters Score -3231242 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3231627.500000 Penalty: 5032.397461
	Iteration 3Q: 3 clusters Score -3231628 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3232020.500000 Penalty: 5032.397461
	Iteration 4Q: 3 clusters Score -3232020 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3232518.500000 Penalty: 5032.397461
	Iteration 5Q: 3 clusters Score -3232518 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3233175.250000 Penalty: 5032.397461
	Iteration 6Q: 3 clusters Score -3233175 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3234178.500000 Penalty: 5032.397461
	Iteration 7F: 3 clusters Score -3234178 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3235465.500000 Penalty: 5032.397461
	Iteration 8F: 3 clusters Score -3235466 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3236980.000000 Penalty: 5032.397461
	Iteration 9F: 3 clusters Score -3236980 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3238320.250000 Penalty: 5032.397461
	Iteration 10F: 3 clusters Score -3238320 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3239294.250000 Penalty: 5032.397461
	Iteration 11Q: 3 clusters Score -3239294 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3239783.250000 Penalty: 5032.397461
	Iteration 12Q: 3 clusters Score -3239783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3240011.500000 Penalty: 5032.397461
	Iteration 13Q: 3 clusters Score -3240012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3240113.000000 Penalty: 5032.397461
	Iteration 14Q: 3 clusters Score -3240113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3240161.000000 Penalty: 5032.397461
	Iteration 15Q: 3 clusters Score -3240161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3240200.250000 Penalty: 5032.397461
	Iteration 16Q: 3 clusters Score -3240200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3240225.500000 Penalty: 5032.397461
	Iteration 17Q: 3 clusters Score -3240226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3240244.000000 Penalty: 5032.397461
	Iteration 18Q: 3 clusters Score -3240244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3240261.750000 Penalty: 5032.397461
	Iteration 19Q: 3 clusters Score -3240262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3240274.750000 Penalty: 5032.397461
	Iteration 20F: 3 clusters Score -3240275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3240275.250000 Penalty: 5032.397461
	Iteration 21Q: 3 clusters Score -3240275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3240281.000000 Penalty: 5032.397461
	Iteration 22Q: 3 clusters Score -3240281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3240283.500000 Penalty: 5032.397461
	Iteration 23Q: 3 clusters Score -3240284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3240287.500000 Penalty: 5032.397461
	Iteration 24Q: 3 clusters Score -3240288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3240290.500000 Penalty: 5032.397461
	Iteration 25Q: 3 clusters Score -3240290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3240291.750000 Penalty: 5032.397461
	Iteration 26Q: 3 clusters Score -3240292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3240290.500000 Penalty: 5032.397461
	Iteration 27Q: 3 clusters Score -3240290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3240290.500000 Penalty: 5032.397461
	Iteration 28F: 3 clusters Score -3240290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -140865.328125 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -140865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138827.062500 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -138827.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -139294.453125 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -139294.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139555.015625 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -139555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139770.031250 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -139770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140029.515625 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -140029.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140234.515625 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -140234.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140416.906250 Penalty: 3508.761963
	Iteration 6F: 3 clusters Score -140416.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140523.125000 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -140523.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140592.109375 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -140592.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140662.000000 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -140662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -140736.718750 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -140736.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140838.281250 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -140838.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140938.984375 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -140939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -141061.468750 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -141061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -141106.750000 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -141106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -141127.515625 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -141127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -141141.437500 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -141141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -141151.312500 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -141151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -141157.234375 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -141157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -141160.718750 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -141160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -141162.046875 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -141162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -141172.296875 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -141172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141185.078125 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -141185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -141194.656250 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -141194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -141207.078125 Penalty: 3508.761963
	Iteration 24Q: 3 clusters Score -141207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -141221.296875 Penalty: 3508.761963
	Iteration 25Q: 3 clusters Score -141221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -141224.437500 Penalty: 3508.761963
	Iteration 26Q: 3 clusters Score -141224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -141229.093750 Penalty: 3508.761963
	Iteration 27Q: 3 clusters Score -141229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141230.984375 Penalty: 3508.761963
	Iteration 28Q: 3 clusters Score -141231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141230.984375 Penalty: 3508.761963
	Iteration 29F: 3 clusters Score -141231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154930 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44950 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 36831 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103814 members 
Mstep: Class 24 contains 304 members 
Entering Unmasked Estep 
Score: -116096656.000000 Penalty: 81763.039062
Splitting cluster 2 changes total score from -116097832.000000 to -116096656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28269.960938 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28269.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28365.617188 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28365.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28404.445312 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28404.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28412.861328 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28412.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28420.580078 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -28420.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28423.031250 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -28423.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28427.326172 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -28427.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28427.326172 Penalty: 2776.817383
	Iteration 7F: 3 clusters Score -28427.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -199412.359375 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -199412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197044.718750 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -197044.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197446.765625 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -197446.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -197581.203125 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -197581.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197643.921875 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -197643.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -197671.187500 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -197671.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -197682.437500 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -197682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -197691.312500 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -197691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197699.781250 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -197699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -197708.062500 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -197708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197712.640625 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -197712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -197716.328125 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -197716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197718.593750 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -197718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197719.765625 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -197719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197719.765625 Penalty: 3657.815918
	Iteration 13F: 3 clusters Score -197719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28719.849609 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28719.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28832.306641 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28832.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28877.689453 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28877.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28883.613281 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28883.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28883.613281 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -28883.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1647484.250000 Penalty: 2342.893311
	Iteration 0F: 2 clusters Score -1647484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1638090.125000 Penalty: 4685.786621
	Iteration 0F: 3 clusters Score -1638090 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1640932.500000 Penalty: 4685.786621
	Iteration 1F: 3 clusters Score -1640932 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1641280.000000 Penalty: 4685.786621
	Iteration 2F: 3 clusters Score -1641280 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1641540.000000 Penalty: 4685.786621
	Iteration 3Q: 3 clusters Score -1641540 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1641754.875000 Penalty: 4685.786621
	Iteration 4Q: 3 clusters Score -1641755 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1641935.750000 Penalty: 4685.786621
	Iteration 5Q: 3 clusters Score -1641936 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1642129.250000 Penalty: 4685.786621
	Iteration 6Q: 3 clusters Score -1642129 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1642337.375000 Penalty: 4685.786621
	Iteration 7Q: 3 clusters Score -1642337 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1642555.250000 Penalty: 4685.786621
	Iteration 8Q: 3 clusters Score -1642555 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1642763.125000 Penalty: 4685.786621
	Iteration 9Q: 3 clusters Score -1642763 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1642980.875000 Penalty: 4685.786621
	Iteration 10Q: 3 clusters Score -1642981 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1643215.375000 Penalty: 4685.786621
	Iteration 11Q: 3 clusters Score -1643215 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1643446.750000 Penalty: 4685.786621
	Iteration 12Q: 3 clusters Score -1643447 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1643667.875000 Penalty: 4685.786621
	Iteration 13Q: 3 clusters Score -1643668 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1643866.125000 Penalty: 4685.786621
	Iteration 14Q: 3 clusters Score -1643866 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1644023.625000 Penalty: 4685.786621
	Iteration 15Q: 3 clusters Score -1644024 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1644142.750000 Penalty: 4685.786621
	Iteration 16Q: 3 clusters Score -1644143 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1644236.000000 Penalty: 4685.786621
	Iteration 17Q: 3 clusters Score -1644236 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1644313.875000 Penalty: 4685.786621
	Iteration 18Q: 3 clusters Score -1644314 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1644375.625000 Penalty: 4685.786621
	Iteration 19Q: 3 clusters Score -1644376 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1644432.500000 Penalty: 4685.786621
	Iteration 20F: 3 clusters Score -1644432 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1644476.875000 Penalty: 4685.786621
	Iteration 21Q: 3 clusters Score -1644477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1644513.375000 Penalty: 4685.786621
	Iteration 22Q: 3 clusters Score -1644513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1644537.875000 Penalty: 4685.786621
	Iteration 23Q: 3 clusters Score -1644538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1644563.750000 Penalty: 4685.786621
	Iteration 24Q: 3 clusters Score -1644564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1644586.125000 Penalty: 4685.786621
	Iteration 25Q: 3 clusters Score -1644586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1644604.500000 Penalty: 4685.786621
	Iteration 26Q: 3 clusters Score -1644604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1644621.500000 Penalty: 4685.786621
	Iteration 27Q: 3 clusters Score -1644622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1644638.750000 Penalty: 4685.786621
	Iteration 28Q: 3 clusters Score -1644639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1644646.250000 Penalty: 4685.786621
	Iteration 29Q: 3 clusters Score -1644646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1644655.000000 Penalty: 4685.786621
	Iteration 30Q: 3 clusters Score -1644655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1644657.625000 Penalty: 4685.786621
	Iteration 31Q: 3 clusters Score -1644658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1644667.750000 Penalty: 4685.786621
	Iteration 32Q: 3 clusters Score -1644668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1644673.000000 Penalty: 4685.786621
	Iteration 33Q: 3 clusters Score -1644673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1644673.500000 Penalty: 4685.786621
	Iteration 34Q: 3 clusters Score -1644674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1644674.375000 Penalty: 4685.786621
	Iteration 35Q: 3 clusters Score -1644674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1644680.875000 Penalty: 4685.786621
	Iteration 36Q: 3 clusters Score -1644681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1644682.625000 Penalty: 4685.786621
	Iteration 37Q: 3 clusters Score -1644683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1644683.500000 Penalty: 4685.786621
	Iteration 38Q: 3 clusters Score -1644684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1644683.625000 Penalty: 4685.786621
	Iteration 39Q: 3 clusters Score -1644684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1644688.750000 Penalty: 4685.786621
	Iteration 40F: 3 clusters Score -1644689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1644683.750000 Penalty: 4685.786621
	Iteration 41Q: 3 clusters Score -1644684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1644687.000000 Penalty: 4685.786621
	Iteration 42Q: 3 clusters Score -1644687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1644691.375000 Penalty: 4685.786621
	Iteration 43Q: 3 clusters Score -1644691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1644701.000000 Penalty: 4685.786621
	Iteration 44Q: 3 clusters Score -1644701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1644708.625000 Penalty: 4685.786621
	Iteration 45Q: 3 clusters Score -1644709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1644714.125000 Penalty: 4685.786621
	Iteration 46Q: 3 clusters Score -1644714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1644718.375000 Penalty: 4685.786621
	Iteration 47Q: 3 clusters Score -1644718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1644725.125000 Penalty: 4685.786621
	Iteration 48Q: 3 clusters Score -1644725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1644728.375000 Penalty: 4685.786621
	Iteration 49Q: 3 clusters Score -1644728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1644736.625000 Penalty: 4685.786621
	Iteration 50Q: 3 clusters Score -1644737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1644743.125000 Penalty: 4685.786621
	Iteration 51Q: 3 clusters Score -1644743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1644749.375000 Penalty: 4685.786621
	Iteration 52Q: 3 clusters Score -1644749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1644756.875000 Penalty: 4685.786621
	Iteration 53Q: 3 clusters Score -1644757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1644767.750000 Penalty: 4685.786621
	Iteration 54Q: 3 clusters Score -1644768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1644773.875000 Penalty: 4685.786621
	Iteration 55Q: 3 clusters Score -1644774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1644779.250000 Penalty: 4685.786621
	Iteration 56Q: 3 clusters Score -1644779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1644782.250000 Penalty: 4685.786621
	Iteration 57Q: 3 clusters Score -1644782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1644787.375000 Penalty: 4685.786621
	Iteration 58Q: 3 clusters Score -1644787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1644793.500000 Penalty: 4685.786621
	Iteration 59Q: 3 clusters Score -1644794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1644794.625000 Penalty: 4685.786621
	Iteration 60F: 3 clusters Score -1644795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1644804.625000 Penalty: 4685.786621
	Iteration 61Q: 3 clusters Score -1644805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1644803.875000 Penalty: 4685.786621
	Iteration 62Q: 3 clusters Score -1644804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1644815.000000 Penalty: 4685.786621
	Iteration 63Q: 3 clusters Score -1644815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1644816.875000 Penalty: 4685.786621
	Iteration 64Q: 3 clusters Score -1644817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1644817.125000 Penalty: 4685.786621
	Iteration 65Q: 3 clusters Score -1644817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1644819.875000 Penalty: 4685.786621
	Iteration 66Q: 3 clusters Score -1644820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1644822.125000 Penalty: 4685.786621
	Iteration 67Q: 3 clusters Score -1644822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1644827.125000 Penalty: 4685.786621
	Iteration 68Q: 3 clusters Score -1644827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1644825.875000 Penalty: 4685.786621
	Iteration 69Q: 3 clusters Score -1644826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1644828.375000 Penalty: 4685.786621
	Iteration 70Q: 3 clusters Score -1644828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1644828.375000 Penalty: 4685.786621
	Iteration 71Q: 3 clusters Score -1644828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1644830.250000 Penalty: 4685.786621
	Iteration 72Q: 3 clusters Score -1644830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1644834.250000 Penalty: 4685.786621
	Iteration 73Q: 3 clusters Score -1644834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1644836.125000 Penalty: 4685.786621
	Iteration 74Q: 3 clusters Score -1644836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1644837.875000 Penalty: 4685.786621
	Iteration 75Q: 3 clusters Score -1644838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1644838.375000 Penalty: 4685.786621
	Iteration 76Q: 3 clusters Score -1644838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1644835.875000 Penalty: 4685.786621
	Iteration 77Q: 3 clusters Score -1644836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1644834.000000 Penalty: 4685.786621
	Iteration 78Q: 3 clusters Score -1644834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1644835.875000 Penalty: 4685.786621
	Iteration 79Q: 3 clusters Score -1644836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1644838.250000 Penalty: 4685.786621
	Iteration 80F: 3 clusters Score -1644838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1644837.000000 Penalty: 4685.786621
	Iteration 81Q: 3 clusters Score -1644837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1644836.625000 Penalty: 4685.786621
	Iteration 82Q: 3 clusters Score -1644837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1644836.625000 Penalty: 4685.786621
	Iteration 83F: 3 clusters Score -1644837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -2637001.000000 Penalty: 2460.062500
	Iteration 0F: 2 clusters Score -2637001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2622725.500000 Penalty: 4920.125000
	Iteration 0F: 3 clusters Score -2622726 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2627449.750000 Penalty: 4920.125000
	Iteration 1F: 3 clusters Score -2627450 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2627818.250000 Penalty: 4920.125000
	Iteration 2Q: 3 clusters Score -2627818 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2628135.250000 Penalty: 4920.125000
	Iteration 3Q: 3 clusters Score -2628135 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2628441.250000 Penalty: 4920.125000
	Iteration 4Q: 3 clusters Score -2628441 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2628746.750000 Penalty: 4920.125000
	Iteration 5Q: 3 clusters Score -2628747 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2629079.250000 Penalty: 4920.125000
	Iteration 6Q: 3 clusters Score -2629079 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2629494.000000 Penalty: 4920.125000
	Iteration 7Q: 3 clusters Score -2629494 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2630030.500000 Penalty: 4920.125000
	Iteration 8Q: 3 clusters Score -2630030 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2630748.500000 Penalty: 4920.125000
	Iteration 9F: 3 clusters Score -2630748 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2631592.000000 Penalty: 4920.125000
	Iteration 10F: 3 clusters Score -2631592 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2632550.000000 Penalty: 4920.125000
	Iteration 11F: 3 clusters Score -2632550 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2633354.000000 Penalty: 4920.125000
	Iteration 12Q: 3 clusters Score -2633354 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2633916.500000 Penalty: 4920.125000
	Iteration 13Q: 3 clusters Score -2633916 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2634252.750000 Penalty: 4920.125000
	Iteration 14Q: 3 clusters Score -2634253 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2634486.750000 Penalty: 4920.125000
	Iteration 15Q: 3 clusters Score -2634487 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2634609.000000 Penalty: 4920.125000
	Iteration 16Q: 3 clusters Score -2634609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2634709.250000 Penalty: 4920.125000
	Iteration 17Q: 3 clusters Score -2634709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2634763.000000 Penalty: 4920.125000
	Iteration 18Q: 3 clusters Score -2634763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2634801.500000 Penalty: 4920.125000
	Iteration 19Q: 3 clusters Score -2634802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2634837.500000 Penalty: 4920.125000
	Iteration 20F: 3 clusters Score -2634838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2634860.750000 Penalty: 4920.125000
	Iteration 21Q: 3 clusters Score -2634861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2634871.500000 Penalty: 4920.125000
	Iteration 22Q: 3 clusters Score -2634872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2634874.250000 Penalty: 4920.125000
	Iteration 23Q: 3 clusters Score -2634874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2634873.750000 Penalty: 4920.125000
	Iteration 24Q: 3 clusters Score -2634874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2634877.000000 Penalty: 4920.125000
	Iteration 25Q: 3 clusters Score -2634877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2634879.750000 Penalty: 4920.125000
	Iteration 26Q: 3 clusters Score -2634880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2634880.750000 Penalty: 4920.125000
	Iteration 27Q: 3 clusters Score -2634881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2634880.750000 Penalty: 4920.125000
	Iteration 28F: 3 clusters Score -2634881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -112385.117188 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -112385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110531.656250 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -110531.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111038.726562 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -111038.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111264.195312 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -111264.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111399.671875 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -111399.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111488.367188 Penalty: 3388.113770
	Iteration 4F: 3 clusters Score -111488.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111555.421875 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -111555.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111608.601562 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -111608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111657.101562 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -111657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -111695.546875 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -111695.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111768.664062 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -111768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -111875.617188 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -111875.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112051.546875 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -112051.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112167.039062 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -112167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112195.203125 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -112195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112217.539062 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -112217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112227.414062 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -112227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112229.062500 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -112229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112230.757812 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -112230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112230.757812 Penalty: 3388.113770
	Iteration 18F: 3 clusters Score -112230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Entering Unmasked Estep 
Score: -19892364.000000 Penalty: 2963.780762
	Iteration 0F: 2 clusters Score -1.989236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -19792020.000000 Penalty: 5927.561523
	Iteration 0F: 3 clusters Score -1.979202e+07 nChanged 74063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -19834370.000000 Penalty: 5927.561523
	Iteration 1F: 3 clusters Score -1.983437e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -19835194.000000 Penalty: 5927.561523
	Iteration 2Q: 3 clusters Score -1.983519e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -19836502.000000 Penalty: 5927.561523
	Iteration 3Q: 3 clusters Score -1.98365e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -19839094.000000 Penalty: 5927.561523
	Iteration 4Q: 3 clusters Score -1.983909e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -19843758.000000 Penalty: 5927.561523
	Iteration 5F: 3 clusters Score -1.984376e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -19852520.000000 Penalty: 5927.561523
	Iteration 6F: 3 clusters Score -1.985252e+07 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -19865570.000000 Penalty: 5927.561523
	Iteration 7F: 3 clusters Score -1.986557e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140167 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -19877968.000000 Penalty: 5927.561523
	Iteration 8F: 3 clusters Score -1.987797e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -19885242.000000 Penalty: 5927.561523
	Iteration 9F: 3 clusters Score -1.988524e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19888164.000000 Penalty: 5927.561523
	Iteration 10Q: 3 clusters Score -1.988816e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19889130.000000 Penalty: 5927.561523
	Iteration 11Q: 3 clusters Score -1.988913e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -19889516.000000 Penalty: 5927.561523
	Iteration 12Q: 3 clusters Score -1.988952e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -19889692.000000 Penalty: 5927.561523
	Iteration 13Q: 3 clusters Score -1.988969e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154398 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19889746.000000 Penalty: 5927.561523
	Iteration 14Q: 3 clusters Score -1.988975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19889800.000000 Penalty: 5927.561523
	Iteration 15Q: 3 clusters Score -1.98898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19889812.000000 Penalty: 5927.561523
	Iteration 16Q: 3 clusters Score -1.988981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19889808.000000 Penalty: 5927.561523
	Iteration 17Q: 3 clusters Score -1.988981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19889806.000000 Penalty: 5927.561523
	Iteration 18Q: 3 clusters Score -1.988981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19889830.000000 Penalty: 5927.561523
	Iteration 19Q: 3 clusters Score -1.988983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19889856.000000 Penalty: 5927.561523
	Iteration 20F: 3 clusters Score -1.988986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19889836.000000 Penalty: 5927.561523
	Iteration 21Q: 3 clusters Score -1.988984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19889836.000000 Penalty: 5927.561523
	Iteration 22F: 3 clusters Score -1.988984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Entering Unmasked Estep 
Score: -4282422.500000 Penalty: 2591.604492
	Iteration 0F: 2 clusters Score -4282422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4258942.500000 Penalty: 5183.208984
	Iteration 0F: 3 clusters Score -4258942 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4267348.500000 Penalty: 5183.208984
	Iteration 1F: 3 clusters Score -4267348 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4267736.500000 Penalty: 5183.208984
	Iteration 2Q: 3 clusters Score -4267736 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4268073.000000 Penalty: 5183.208984
	Iteration 3Q: 3 clusters Score -4268073 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4268406.000000 Penalty: 5183.208984
	Iteration 4Q: 3 clusters Score -4268406 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4268736.000000 Penalty: 5183.208984
	Iteration 5Q: 3 clusters Score -4268736 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4269119.000000 Penalty: 5183.208984
	Iteration 6Q: 3 clusters Score -4269119 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4269708.500000 Penalty: 5183.208984
	Iteration 7Q: 3 clusters Score -4269708 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4270598.000000 Penalty: 5183.208984
	Iteration 8F: 3 clusters Score -4270598 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4271930.000000 Penalty: 5183.208984
	Iteration 9F: 3 clusters Score -4271930 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -4273915.000000 Penalty: 5183.208984
	Iteration 10F: 3 clusters Score -4273915 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4276284.000000 Penalty: 5183.208984
	Iteration 11F: 3 clusters Score -4276284 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4278288.000000 Penalty: 5183.208984
	Iteration 12F: 3 clusters Score -4278288 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4279537.500000 Penalty: 5183.208984
	Iteration 13Q: 3 clusters Score -4279538 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4280069.000000 Penalty: 5183.208984
	Iteration 14Q: 3 clusters Score -4280069 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4280321.500000 Penalty: 5183.208984
	Iteration 15Q: 3 clusters Score -4280322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4280416.000000 Penalty: 5183.208984
	Iteration 16Q: 3 clusters Score -4280416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4280466.000000 Penalty: 5183.208984
	Iteration 17Q: 3 clusters Score -4280466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4280487.500000 Penalty: 5183.208984
	Iteration 18Q: 3 clusters Score -4280488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4280494.000000 Penalty: 5183.208984
	Iteration 19Q: 3 clusters Score -4280494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4280502.000000 Penalty: 5183.208984
	Iteration 20F: 3 clusters Score -4280502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4280501.000000 Penalty: 5183.208984
	Iteration 21Q: 3 clusters Score -4280501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -4280506.500000 Penalty: 5183.208984
	Iteration 22Q: 3 clusters Score -4280506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4280512.000000 Penalty: 5183.208984
	Iteration 23Q: 3 clusters Score -4280512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4280516.500000 Penalty: 5183.208984
	Iteration 24Q: 3 clusters Score -4280516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4280515.500000 Penalty: 5183.208984
	Iteration 25Q: 3 clusters Score -4280516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4280518.500000 Penalty: 5183.208984
	Iteration 26Q: 3 clusters Score -4280518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4280514.500000 Penalty: 5183.208984
	Iteration 27Q: 3 clusters Score -4280514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4280514.500000 Penalty: 5183.208984
	Iteration 28F: 3 clusters Score -4280514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Entering Unmasked Estep 
Score: -2754714.750000 Penalty: 2471.193359
	Iteration 0F: 2 clusters Score -2754715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2739846.000000 Penalty: 4942.386719
	Iteration 0F: 3 clusters Score -2739846 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2744827.500000 Penalty: 4942.386719
	Iteration 1F: 3 clusters Score -2744828 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2745236.750000 Penalty: 4942.386719
	Iteration 2F: 3 clusters Score -2745237 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2745544.250000 Penalty: 4942.386719
	Iteration 3Q: 3 clusters Score -2745544 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2745854.250000 Penalty: 4942.386719
	Iteration 4Q: 3 clusters Score -2745854 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2746185.000000 Penalty: 4942.386719
	Iteration 5Q: 3 clusters Score -2746185 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2746516.500000 Penalty: 4942.386719
	Iteration 6Q: 3 clusters Score -2746516 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2746892.500000 Penalty: 4942.386719
	Iteration 7Q: 3 clusters Score -2746892 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2747364.000000 Penalty: 4942.386719
	Iteration 8Q: 3 clusters Score -2747364 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2747941.750000 Penalty: 4942.386719
	Iteration 9Q: 3 clusters Score -2747942 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2748674.000000 Penalty: 4942.386719
	Iteration 10Q: 3 clusters Score -2748674 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2749451.750000 Penalty: 4942.386719
	Iteration 11F: 3 clusters Score -2749452 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2750120.500000 Penalty: 4942.386719
	Iteration 12Q: 3 clusters Score -2750120 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2750565.750000 Penalty: 4942.386719
	Iteration 13Q: 3 clusters Score -2750566 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2750838.250000 Penalty: 4942.386719
	Iteration 14Q: 3 clusters Score -2750838 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2751047.000000 Penalty: 4942.386719
	Iteration 15Q: 3 clusters Score -2751047 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2751225.750000 Penalty: 4942.386719
	Iteration 16Q: 3 clusters Score -2751226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2751345.500000 Penalty: 4942.386719
	Iteration 17Q: 3 clusters Score -2751346 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2751449.750000 Penalty: 4942.386719
	Iteration 18Q: 3 clusters Score -2751450 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2751539.250000 Penalty: 4942.386719
	Iteration 19Q: 3 clusters Score -2751539 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2751602.750000 Penalty: 4942.386719
	Iteration 20F: 3 clusters Score -2751603 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2751650.250000 Penalty: 4942.386719
	Iteration 21Q: 3 clusters Score -2751650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2751702.500000 Penalty: 4942.386719
	Iteration 22Q: 3 clusters Score -2751702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2751747.750000 Penalty: 4942.386719
	Iteration 23Q: 3 clusters Score -2751748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2751792.500000 Penalty: 4942.386719
	Iteration 24Q: 3 clusters Score -2751792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2751823.000000 Penalty: 4942.386719
	Iteration 25Q: 3 clusters Score -2751823 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2751849.750000 Penalty: 4942.386719
	Iteration 26Q: 3 clusters Score -2751850 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2751896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2751919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2751948.250000 Penalty: 4942.386719
	Iteration 29Q: 3 clusters Score -2751948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2751973 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2751978.500000 Penalty: 4942.386719
	Iteration 31Q: 3 clusters Score -2751978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2752000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2752027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2752037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2752060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2752080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2752098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2752102 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2752114 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2752134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2752146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2752154.250000 Penalty: 4942.386719
	Iteration 42Q: 3 clusters Score -2752154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2752158 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2752166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2752171 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2752188 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2752207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2752235 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2752249 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2752260.250000 Penalty: 4942.386719
	Iteration 50Q: 3 clusters Score -2752260 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2752288 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2752313.500000 Penalty: 4942.386719
	Iteration 52Q: 3 clusters Score -2752314 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2752341 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2752354 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2752366 nChanged 42
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2752376 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2752383 nChanged 44
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Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2752395 nChanged 59
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Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2752416 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2752442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2752466 nChanged 41
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2752470 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2752481 nChanged 37
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Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2752497 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2752504 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2752509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2752530 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2752528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2752538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2752548 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2752562 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2752566 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2752589 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2752589 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19829 members 
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	Iteration 75Q: 3 clusters Score -2752606 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2752606 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2752616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2752632 nChanged 28
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Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2752634 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2752652.500000 Penalty: 4942.386719
	Iteration 80F: 3 clusters Score -2752652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2752660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2752666 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2752672 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2752680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2752684 nChanged 9
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Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2752685 nChanged 5
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Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2752690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2752689 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2752691 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20049 members 
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	Iteration 90Q: 3 clusters Score -2752691 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2752691 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2752692 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2752696.750000 Penalty: 4942.386719
	Iteration 93Q: 3 clusters Score -2752697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2752697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2752700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2752702.250000 Penalty: 4942.386719
	Iteration 96Q: 3 clusters Score -2752702 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2752701 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2752704.500000 Penalty: 4942.386719
	Iteration 98Q: 3 clusters Score -2752704 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2752706.500000 Penalty: 4942.386719
	Iteration 99Q: 3 clusters Score -2752706 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2752709.250000 Penalty: 4942.386719
	Iteration 100F: 3 clusters Score -2752709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2752716.750000 Penalty: 4942.386719
	Iteration 101Q: 3 clusters Score -2752717 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2752716.250000 Penalty: 4942.386719
	Iteration 102Q: 3 clusters Score -2752716 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2752716 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2752718.000000 Penalty: 4942.386719
	Iteration 104Q: 3 clusters Score -2752718 nChanged 8
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Mstep: Class 1 contains 1129 members 
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Entering Unmasked Estep 
Score: -2752721.500000 Penalty: 4942.386719
	Iteration 105Q: 3 clusters Score -2752722 nChanged 3
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Mstep: Class 1 contains 1126 members 
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Entering Unmasked Estep 
Score: -2752724.500000 Penalty: 4942.386719
	Iteration 106Q: 3 clusters Score -2752724 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2752722.500000 Penalty: 4942.386719
	Iteration 107Q: 3 clusters Score -2752722 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1111 members 
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Entering Unmasked Estep 
Score: -2752723.250000 Penalty: 4942.386719
	Iteration 108Q: 3 clusters Score -2752723 nChanged 10
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Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2752727.500000 Penalty: 4942.386719
	Iteration 109Q: 3 clusters Score -2752728 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2752731.750000 Penalty: 4942.386719
	Iteration 110Q: 3 clusters Score -2752732 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2752734.500000 Penalty: 4942.386719
	Iteration 111Q: 3 clusters Score -2752734 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2752740.750000 Penalty: 4942.386719
	Iteration 112Q: 3 clusters Score -2752741 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2752744.500000 Penalty: 4942.386719
	Iteration 113Q: 3 clusters Score -2752744 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2752742.000000 Penalty: 4942.386719
	Iteration 114Q: 3 clusters Score -2752742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
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Entering Unmasked Estep 
Score: -2752743.750000 Penalty: 4942.386719
	Iteration 115Q: 3 clusters Score -2752744 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2752748.000000 Penalty: 4942.386719
	Iteration 116Q: 3 clusters Score -2752748 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2752749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2752748 nChanged 1
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Entering Unmasked Estep 
Score: -2752747.250000 Penalty: 4942.386719
	Iteration 119Q: 3 clusters Score -2752747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2752747.250000 Penalty: 4942.386719
	Iteration 120F: 3 clusters Score -2752747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -1289614.250000 Penalty: 2301.082764
	Iteration 0F: 2 clusters Score -1289614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1281392.750000 Penalty: 4602.165527
	Iteration 0F: 3 clusters Score -1281393 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1283926.125000 Penalty: 4602.165527
	Iteration 1F: 3 clusters Score -1283926 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1284380.625000 Penalty: 4602.165527
	Iteration 2F: 3 clusters Score -1284381 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1284810.000000 Penalty: 4602.165527
	Iteration 3F: 3 clusters Score -1284810 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1285184.875000 Penalty: 4602.165527
	Iteration 4F: 3 clusters Score -1285185 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1285556.500000 Penalty: 4602.165527
	Iteration 5F: 3 clusters Score -1285556 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1285956.000000 Penalty: 4602.165527
	Iteration 6F: 3 clusters Score -1285956 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1286350.500000 Penalty: 4602.165527
	Iteration 7F: 3 clusters Score -1286350 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1286713.625000 Penalty: 4602.165527
	Iteration 8F: 3 clusters Score -1286714 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1287039.125000 Penalty: 4602.165527
	Iteration 9Q: 3 clusters Score -1287039 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1287302.500000 Penalty: 4602.165527
	Iteration 10Q: 3 clusters Score -1287302 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1287501.500000 Penalty: 4602.165527
	Iteration 11Q: 3 clusters Score -1287502 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1287660.500000 Penalty: 4602.165527
	Iteration 12Q: 3 clusters Score -1287660 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1287779.000000 Penalty: 4602.165527
	Iteration 13Q: 3 clusters Score -1287779 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1287873.250000 Penalty: 4602.165527
	Iteration 14Q: 3 clusters Score -1287873 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1287951.375000 Penalty: 4602.165527
	Iteration 15Q: 3 clusters Score -1287951 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1288020.250000 Penalty: 4602.165527
	Iteration 16Q: 3 clusters Score -1288020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1288088.750000 Penalty: 4602.165527
	Iteration 17Q: 3 clusters Score -1288089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1288162.250000 Penalty: 4602.165527
	Iteration 18Q: 3 clusters Score -1288162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1288224.750000 Penalty: 4602.165527
	Iteration 19Q: 3 clusters Score -1288225 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1288263.125000 Penalty: 4602.165527
	Iteration 20F: 3 clusters Score -1288263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1288303.500000 Penalty: 4602.165527
	Iteration 21Q: 3 clusters Score -1288304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1288342.875000 Penalty: 4602.165527
	Iteration 22Q: 3 clusters Score -1288343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1288377.375000 Penalty: 4602.165527
	Iteration 23Q: 3 clusters Score -1288377 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1288420.500000 Penalty: 4602.165527
	Iteration 24Q: 3 clusters Score -1288420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1288470.875000 Penalty: 4602.165527
	Iteration 25Q: 3 clusters Score -1288471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1288504.625000 Penalty: 4602.165527
	Iteration 26Q: 3 clusters Score -1288505 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1288537.875000 Penalty: 4602.165527
	Iteration 27Q: 3 clusters Score -1288538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1288574.250000 Penalty: 4602.165527
	Iteration 28Q: 3 clusters Score -1288574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1288603.000000 Penalty: 4602.165527
	Iteration 29Q: 3 clusters Score -1288603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1288637.875000 Penalty: 4602.165527
	Iteration 30Q: 3 clusters Score -1288638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1288662.000000 Penalty: 4602.165527
	Iteration 31Q: 3 clusters Score -1288662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1288689.625000 Penalty: 4602.165527
	Iteration 32Q: 3 clusters Score -1288690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1288710.750000 Penalty: 4602.165527
	Iteration 33Q: 3 clusters Score -1288711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1288725.125000 Penalty: 4602.165527
	Iteration 34Q: 3 clusters Score -1288725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1288743.625000 Penalty: 4602.165527
	Iteration 35Q: 3 clusters Score -1288744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1288758.750000 Penalty: 4602.165527
	Iteration 36Q: 3 clusters Score -1288759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1288772.625000 Penalty: 4602.165527
	Iteration 37Q: 3 clusters Score -1288773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1288789.125000 Penalty: 4602.165527
	Iteration 38Q: 3 clusters Score -1288789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1288807.000000 Penalty: 4602.165527
	Iteration 39Q: 3 clusters Score -1288807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1288823.500000 Penalty: 4602.165527
	Iteration 40F: 3 clusters Score -1288824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1288838.125000 Penalty: 4602.165527
	Iteration 41Q: 3 clusters Score -1288838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1288846.625000 Penalty: 4602.165527
	Iteration 42Q: 3 clusters Score -1288847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1288857.000000 Penalty: 4602.165527
	Iteration 43Q: 3 clusters Score -1288857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1288864.625000 Penalty: 4602.165527
	Iteration 44Q: 3 clusters Score -1288865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1288872.625000 Penalty: 4602.165527
	Iteration 45Q: 3 clusters Score -1288873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1288880.500000 Penalty: 4602.165527
	Iteration 46Q: 3 clusters Score -1288880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1288881.500000 Penalty: 4602.165527
	Iteration 47Q: 3 clusters Score -1288882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1288885.500000 Penalty: 4602.165527
	Iteration 48Q: 3 clusters Score -1288886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1288886.625000 Penalty: 4602.165527
	Iteration 49Q: 3 clusters Score -1288887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1288890.375000 Penalty: 4602.165527
	Iteration 50Q: 3 clusters Score -1288890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1288892.500000 Penalty: 4602.165527
	Iteration 51Q: 3 clusters Score -1288892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1288891.375000 Penalty: 4602.165527
	Iteration 52Q: 3 clusters Score -1288891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1288893.750000 Penalty: 4602.165527
	Iteration 53Q: 3 clusters Score -1288894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1288892.750000 Penalty: 4602.165527
	Iteration 54Q: 3 clusters Score -1288893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1288897.500000 Penalty: 4602.165527
	Iteration 55Q: 3 clusters Score -1288898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1288897.500000 Penalty: 4602.165527
	Iteration 56Q: 3 clusters Score -1288898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1288897.750000 Penalty: 4602.165527
	Iteration 57Q: 3 clusters Score -1288898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1288897.875000 Penalty: 4602.165527
	Iteration 58Q: 3 clusters Score -1288898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1288896.500000 Penalty: 4602.165527
	Iteration 59Q: 3 clusters Score -1288896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1288900.875000 Penalty: 4602.165527
	Iteration 60F: 3 clusters Score -1288901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -172966.656250 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -172966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -170776.140625 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -170776.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171146.921875 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -171146.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -171248.343750 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -171248.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -171293.609375 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -171293.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171332.656250 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -171332.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171360.437500 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -171360.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171383.093750 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -171383.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -171393.468750 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -171393.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -171407.562500 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -171407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -171420.937500 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -171420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171435.890625 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -171435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -171448.484375 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -171448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171457.484375 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -171457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171465.718750 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -171465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171471.859375 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -171471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171475.359375 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -171475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171476.562500 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -171476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -171478.125000 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -171478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -171480.187500 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -171480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -171482.171875 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -171482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -171485.296875 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -171485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -171487.312500 Penalty: 3606.075195
	Iteration 21Q: 3 clusters Score -171487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -171488.312500 Penalty: 3606.075195
	Iteration 22Q: 3 clusters Score -171488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -171488.312500 Penalty: 3606.075195
	Iteration 23F: 3 clusters Score -171488.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Entering Unmasked Estep 
Score: -5812821.000000 Penalty: 2656.899902
	Iteration 0F: 2 clusters Score -5812821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5782400.000000 Penalty: 5313.799805
	Iteration 0F: 3 clusters Score -5782400 nChanged 20703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5793948.500000 Penalty: 5313.799805
	Iteration 1F: 3 clusters Score -5793948 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5794460.000000 Penalty: 5313.799805
	Iteration 2Q: 3 clusters Score -5794460 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5794912.500000 Penalty: 5313.799805
	Iteration 3Q: 3 clusters Score -5794912 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -5795427.500000 Penalty: 5313.799805
	Iteration 4Q: 3 clusters Score -5795428 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5796178.000000 Penalty: 5313.799805
	Iteration 5Q: 3 clusters Score -5796178 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5797203.000000 Penalty: 5313.799805
	Iteration 6Q: 3 clusters Score -5797203 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5798688.500000 Penalty: 5313.799805
	Iteration 7F: 3 clusters Score -5798688 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5800775.500000 Penalty: 5313.799805
	Iteration 8F: 3 clusters Score -5800776 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5803258.500000 Penalty: 5313.799805
	Iteration 9F: 3 clusters Score -5803258 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5805696.500000 Penalty: 5313.799805
	Iteration 10F: 3 clusters Score -5805696 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5807509.000000 Penalty: 5313.799805
	Iteration 11Q: 3 clusters Score -5807509 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5808765.000000 Penalty: 5313.799805
	Iteration 12Q: 3 clusters Score -5808765 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5809430.000000 Penalty: 5313.799805
	Iteration 13Q: 3 clusters Score -5809430 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5809814.500000 Penalty: 5313.799805
	Iteration 14Q: 3 clusters Score -5809814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5810034.000000 Penalty: 5313.799805
	Iteration 15Q: 3 clusters Score -5810034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5810142.000000 Penalty: 5313.799805
	Iteration 16Q: 3 clusters Score -5810142 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5810215.000000 Penalty: 5313.799805
	Iteration 17Q: 3 clusters Score -5810215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5810260.500000 Penalty: 5313.799805
	Iteration 18Q: 3 clusters Score -5810260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5810303.500000 Penalty: 5313.799805
	Iteration 19Q: 3 clusters Score -5810304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5810342.000000 Penalty: 5313.799805
	Iteration 20F: 3 clusters Score -5810342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5810384.500000 Penalty: 5313.799805
	Iteration 21Q: 3 clusters Score -5810384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5810404.500000 Penalty: 5313.799805
	Iteration 22Q: 3 clusters Score -5810404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5810409.500000 Penalty: 5313.799805
	Iteration 23Q: 3 clusters Score -5810410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5810431.000000 Penalty: 5313.799805
	Iteration 24Q: 3 clusters Score -5810431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5810436.500000 Penalty: 5313.799805
	Iteration 25Q: 3 clusters Score -5810436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5810444.000000 Penalty: 5313.799805
	Iteration 26Q: 3 clusters Score -5810444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5810454.500000 Penalty: 5313.799805
	Iteration 27Q: 3 clusters Score -5810454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5810451.500000 Penalty: 5313.799805
	Iteration 28Q: 3 clusters Score -5810452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5810453.500000 Penalty: 5313.799805
	Iteration 29Q: 3 clusters Score -5810454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5810467.000000 Penalty: 5313.799805
	Iteration 30Q: 3 clusters Score -5810467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5810466.000000 Penalty: 5313.799805
	Iteration 31Q: 3 clusters Score -5810466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5810466.000000 Penalty: 5313.799805
	Iteration 32Q: 3 clusters Score -5810466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5810469.500000 Penalty: 5313.799805
	Iteration 33Q: 3 clusters Score -5810470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5810472.500000 Penalty: 5313.799805
	Iteration 34Q: 3 clusters Score -5810472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5810479.000000 Penalty: 5313.799805
	Iteration 35Q: 3 clusters Score -5810479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5810476.000000 Penalty: 5313.799805
	Iteration 36Q: 3 clusters Score -5810476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5810483.000000 Penalty: 5313.799805
	Iteration 37Q: 3 clusters Score -5810483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5810484.500000 Penalty: 5313.799805
	Iteration 38Q: 3 clusters Score -5810484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5810488.000000 Penalty: 5313.799805
	Iteration 39Q: 3 clusters Score -5810488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5810483.000000 Penalty: 5313.799805
	Iteration 40F: 3 clusters Score -5810483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5810485.000000 Penalty: 5313.799805
	Iteration 41Q: 3 clusters Score -5810485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5810493.000000 Penalty: 5313.799805
	Iteration 42Q: 3 clusters Score -5810493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5810491.000000 Penalty: 5313.799805
	Iteration 43Q: 3 clusters Score -5810491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5810491.000000 Penalty: 5313.799805
	Iteration 44Q: 3 clusters Score -5810491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5810491.000000 Penalty: 5313.799805
	Iteration 45F: 3 clusters Score -5810491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166206 members 
Entering Unmasked Estep 
Score: -21221512.000000 Penalty: 2981.203857
	Iteration 0F: 2 clusters Score -2.122151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -21113876.000000 Penalty: 5962.407715
	Iteration 0F: 3 clusters Score -2.111388e+07 nChanged 79505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -21160398.000000 Penalty: 5962.407715
	Iteration 1F: 3 clusters Score -2.11604e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -21161924.000000 Penalty: 5962.407715
	Iteration 2Q: 3 clusters Score -2.116192e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -21163750.000000 Penalty: 5962.407715
	Iteration 3Q: 3 clusters Score -2.116375e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -21166078.000000 Penalty: 5962.407715
	Iteration 4Q: 3 clusters Score -2.116608e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -21168672.000000 Penalty: 5962.407715
	Iteration 5Q: 3 clusters Score -2.116867e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -21172088.000000 Penalty: 5962.407715
	Iteration 6Q: 3 clusters Score -2.117209e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -21176424.000000 Penalty: 5962.407715
	Iteration 7F: 3 clusters Score -2.117642e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -21181632.000000 Penalty: 5962.407715
	Iteration 8F: 3 clusters Score -2.118163e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -21188388.000000 Penalty: 5962.407715
	Iteration 9F: 3 clusters Score -2.118839e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -21196506.000000 Penalty: 5962.407715
	Iteration 10F: 3 clusters Score -2.119651e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -21204482.000000 Penalty: 5962.407715
	Iteration 11F: 3 clusters Score -2.120448e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -21210750.000000 Penalty: 5962.407715
	Iteration 12Q: 3 clusters Score -2.121075e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -21215044.000000 Penalty: 5962.407715
	Iteration 13Q: 3 clusters Score -2.121504e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 159826 members 
Entering Unmasked Estep 
Score: -21217378.000000 Penalty: 5962.407715
	Iteration 14Q: 3 clusters Score -2.121738e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 161516 members 
Entering Unmasked Estep 
Score: -21218316.000000 Penalty: 5962.407715
	Iteration 15Q: 3 clusters Score -2.121832e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -21218760.000000 Penalty: 5962.407715
	Iteration 16Q: 3 clusters Score -2.121876e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -21219074.000000 Penalty: 5962.407715
	Iteration 17Q: 3 clusters Score -2.121907e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -21219196.000000 Penalty: 5962.407715
	Iteration 18Q: 3 clusters Score -2.12192e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -21219254.000000 Penalty: 5962.407715
	Iteration 19Q: 3 clusters Score -2.121925e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -21219330.000000 Penalty: 5962.407715
	Iteration 20F: 3 clusters Score -2.121933e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 164025 members 
Entering Unmasked Estep 
Score: -21219338.000000 Penalty: 5962.407715
	Iteration 21Q: 3 clusters Score -2.121934e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -21219390.000000 Penalty: 5962.407715
	Iteration 22Q: 3 clusters Score -2.121939e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -21219432.000000 Penalty: 5962.407715
	Iteration 23Q: 3 clusters Score -2.121943e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -21219416.000000 Penalty: 5962.407715
	Iteration 24Q: 3 clusters Score -2.121942e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -21219476.000000 Penalty: 5962.407715
	Iteration 25Q: 3 clusters Score -2.121948e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -21219484.000000 Penalty: 5962.407715
	Iteration 26Q: 3 clusters Score -2.121948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -21219482.000000 Penalty: 5962.407715
	Iteration 27Q: 3 clusters Score -2.121948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -21219460.000000 Penalty: 5962.407715
	Iteration 28Q: 3 clusters Score -2.121946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -21219462.000000 Penalty: 5962.407715
	Iteration 29Q: 3 clusters Score -2.121946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -21219458.000000 Penalty: 5962.407715
	Iteration 30Q: 3 clusters Score -2.121946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 164634 members 
Entering Unmasked Estep 
Score: -21219454.000000 Penalty: 5962.407715
	Iteration 31Q: 3 clusters Score -2.121945e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -21219454.000000 Penalty: 5962.407715
	Iteration 32Q: 3 clusters Score -2.121945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -21219472.000000 Penalty: 5962.407715
	Iteration 33Q: 3 clusters Score -2.121947e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -21219502.000000 Penalty: 5962.407715
	Iteration 34Q: 3 clusters Score -2.12195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21219532.000000 Penalty: 5962.407715
	Iteration 35Q: 3 clusters Score -2.121953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -21219522.000000 Penalty: 5962.407715
	Iteration 36Q: 3 clusters Score -2.121952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -21219510.000000 Penalty: 5962.407715
	Iteration 37Q: 3 clusters Score -2.121951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 164857 members 
Entering Unmasked Estep 
Score: -21219504.000000 Penalty: 5962.407715
	Iteration 38Q: 3 clusters Score -2.12195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -21219502.000000 Penalty: 5962.407715
	Iteration 39Q: 3 clusters Score -2.12195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -21219522.000000 Penalty: 5962.407715
	Iteration 40F: 3 clusters Score -2.121952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -21219502.000000 Penalty: 5962.407715
	Iteration 41Q: 3 clusters Score -2.12195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -21219514.000000 Penalty: 5962.407715
	Iteration 42Q: 3 clusters Score -2.121951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -21219544.000000 Penalty: 5962.407715
	Iteration 43Q: 3 clusters Score -2.121954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -21219560.000000 Penalty: 5962.407715
	Iteration 44Q: 3 clusters Score -2.121956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -21219560.000000 Penalty: 5962.407715
	Iteration 45Q: 3 clusters Score -2.121956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -21219544.000000 Penalty: 5962.407715
	Iteration 46Q: 3 clusters Score -2.121954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -21219554.000000 Penalty: 5962.407715
	Iteration 47Q: 3 clusters Score -2.121955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -21219558.000000 Penalty: 5962.407715
	Iteration 48Q: 3 clusters Score -2.121956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -21219558.000000 Penalty: 5962.407715
	Iteration 49Q: 3 clusters Score -2.121956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -21219576.000000 Penalty: 5962.407715
	Iteration 50Q: 3 clusters Score -2.121958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -21219562.000000 Penalty: 5962.407715
	Iteration 51Q: 3 clusters Score -2.121956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -21219578.000000 Penalty: 5962.407715
	Iteration 52Q: 3 clusters Score -2.121958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -21219586.000000 Penalty: 5962.407715
	Iteration 53Q: 3 clusters Score -2.121959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -21219580.000000 Penalty: 5962.407715
	Iteration 54Q: 3 clusters Score -2.121958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -21219572.000000 Penalty: 5962.407715
	Iteration 55Q: 3 clusters Score -2.121957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 165088 members 
Entering Unmasked Estep 
Score: -21219588.000000 Penalty: 5962.407715
	Iteration 56Q: 3 clusters Score -2.121959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21219586.000000 Penalty: 5962.407715
	Iteration 57Q: 3 clusters Score -2.121959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -21219594.000000 Penalty: 5962.407715
	Iteration 58Q: 3 clusters Score -2.121959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -21219606.000000 Penalty: 5962.407715
	Iteration 59Q: 3 clusters Score -2.121961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -21219610.000000 Penalty: 5962.407715
	Iteration 60F: 3 clusters Score -2.121961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -21219626.000000 Penalty: 5962.407715
	Iteration 61Q: 3 clusters Score -2.121963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -21219598.000000 Penalty: 5962.407715
	Iteration 62Q: 3 clusters Score -2.12196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -21219602.000000 Penalty: 5962.407715
	Iteration 63Q: 3 clusters Score -2.12196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -21219610.000000 Penalty: 5962.407715
	Iteration 64Q: 3 clusters Score -2.121961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -21219610.000000 Penalty: 5962.407715
	Iteration 65Q: 3 clusters Score -2.121961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 165093 members 
Entering Unmasked Estep 
Score: -21219612.000000 Penalty: 5962.407715
	Iteration 66Q: 3 clusters Score -2.121961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21219606.000000 Penalty: 5962.407715
	Iteration 67Q: 3 clusters Score -2.121961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21219606.000000 Penalty: 5962.407715
	Iteration 68F: 3 clusters Score -2.121961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Entering Unmasked Estep 
Score: -4780537.000000 Penalty: 2607.495605
	Iteration 0F: 2 clusters Score -4780537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4755488.500000 Penalty: 5214.991211
	Iteration 0F: 3 clusters Score -4755488 nChanged 16790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4764565.500000 Penalty: 5214.991211
	Iteration 1F: 3 clusters Score -4764566 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4764991.500000 Penalty: 5214.991211
	Iteration 2Q: 3 clusters Score -4764992 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4765397.000000 Penalty: 5214.991211
	Iteration 3Q: 3 clusters Score -4765397 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4765807.500000 Penalty: 5214.991211
	Iteration 4Q: 3 clusters Score -4765808 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4766279.000000 Penalty: 5214.991211
	Iteration 5Q: 3 clusters Score -4766279 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4766856.500000 Penalty: 5214.991211
	Iteration 6Q: 3 clusters Score -4766856 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4767590.000000 Penalty: 5214.991211
	Iteration 7Q: 3 clusters Score -4767590 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4768597.000000 Penalty: 5214.991211
	Iteration 8F: 3 clusters Score -4768597 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4770082.000000 Penalty: 5214.991211
	Iteration 9F: 3 clusters Score -4770082 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4771938.500000 Penalty: 5214.991211
	Iteration 10F: 3 clusters Score -4771938 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4773740.500000 Penalty: 5214.991211
	Iteration 11F: 3 clusters Score -4773740 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4775036.500000 Penalty: 5214.991211
	Iteration 12Q: 3 clusters Score -4775036 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4775645.000000 Penalty: 5214.991211
	Iteration 13Q: 3 clusters Score -4775645 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4775892.500000 Penalty: 5214.991211
	Iteration 14Q: 3 clusters Score -4775892 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4776052.500000 Penalty: 5214.991211
	Iteration 15Q: 3 clusters Score -4776052 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4776206.500000 Penalty: 5214.991211
	Iteration 16Q: 3 clusters Score -4776206 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4776334.000000 Penalty: 5214.991211
	Iteration 17Q: 3 clusters Score -4776334 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -4776473.500000 Penalty: 5214.991211
	Iteration 18Q: 3 clusters Score -4776474 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4776600.500000 Penalty: 5214.991211
	Iteration 19Q: 3 clusters Score -4776600 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4776709.500000 Penalty: 5214.991211
	Iteration 20F: 3 clusters Score -4776710 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4776801.500000 Penalty: 5214.991211
	Iteration 21Q: 3 clusters Score -4776802 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4776912.500000 Penalty: 5214.991211
	Iteration 22Q: 3 clusters Score -4776912 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4777058.500000 Penalty: 5214.991211
	Iteration 23Q: 3 clusters Score -4777058 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4777166.000000 Penalty: 5214.991211
	Iteration 24Q: 3 clusters Score -4777166 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4777247.000000 Penalty: 5214.991211
	Iteration 25Q: 3 clusters Score -4777247 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4777333.000000 Penalty: 5214.991211
	Iteration 26Q: 3 clusters Score -4777333 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4777415.000000 Penalty: 5214.991211
	Iteration 27Q: 3 clusters Score -4777415 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4777481.500000 Penalty: 5214.991211
	Iteration 28Q: 3 clusters Score -4777482 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4777520.000000 Penalty: 5214.991211
	Iteration 29Q: 3 clusters Score -4777520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4777585.500000 Penalty: 5214.991211
	Iteration 30Q: 3 clusters Score -4777586 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4777641.000000 Penalty: 5214.991211
	Iteration 31Q: 3 clusters Score -4777641 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4777700.500000 Penalty: 5214.991211
	Iteration 32Q: 3 clusters Score -4777700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4777745.000000 Penalty: 5214.991211
	Iteration 33Q: 3 clusters Score -4777745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4777769.500000 Penalty: 5214.991211
	Iteration 34Q: 3 clusters Score -4777770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4777812.000000 Penalty: 5214.991211
	Iteration 35Q: 3 clusters Score -4777812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4777849.500000 Penalty: 5214.991211
	Iteration 36Q: 3 clusters Score -4777850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4777882.500000 Penalty: 5214.991211
	Iteration 37Q: 3 clusters Score -4777882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4777893.500000 Penalty: 5214.991211
	Iteration 38Q: 3 clusters Score -4777894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4777935.000000 Penalty: 5214.991211
	Iteration 39Q: 3 clusters Score -4777935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4777961.500000 Penalty: 5214.991211
	Iteration 40F: 3 clusters Score -4777962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4777971.500000 Penalty: 5214.991211
	Iteration 41Q: 3 clusters Score -4777972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4777997.000000 Penalty: 5214.991211
	Iteration 42Q: 3 clusters Score -4777997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4778017.500000 Penalty: 5214.991211
	Iteration 43Q: 3 clusters Score -4778018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4778032.000000 Penalty: 5214.991211
	Iteration 44Q: 3 clusters Score -4778032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4778050.500000 Penalty: 5214.991211
	Iteration 45Q: 3 clusters Score -4778050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4778057.500000 Penalty: 5214.991211
	Iteration 46Q: 3 clusters Score -4778058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4778077.500000 Penalty: 5214.991211
	Iteration 47Q: 3 clusters Score -4778078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4778092.500000 Penalty: 5214.991211
	Iteration 48Q: 3 clusters Score -4778092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4778100.000000 Penalty: 5214.991211
	Iteration 49Q: 3 clusters Score -4778100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4778098.000000 Penalty: 5214.991211
	Iteration 50Q: 3 clusters Score -4778098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4778120.000000 Penalty: 5214.991211
	Iteration 51Q: 3 clusters Score -4778120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4778122.000000 Penalty: 5214.991211
	Iteration 52Q: 3 clusters Score -4778122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4778122.500000 Penalty: 5214.991211
	Iteration 53Q: 3 clusters Score -4778122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4778126.000000 Penalty: 5214.991211
	Iteration 54Q: 3 clusters Score -4778126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4778128.500000 Penalty: 5214.991211
	Iteration 55Q: 3 clusters Score -4778128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4778134.500000 Penalty: 5214.991211
	Iteration 56Q: 3 clusters Score -4778134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4778141.500000 Penalty: 5214.991211
	Iteration 57Q: 3 clusters Score -4778142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4778137.500000 Penalty: 5214.991211
	Iteration 58Q: 3 clusters Score -4778138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4778141.500000 Penalty: 5214.991211
	Iteration 59Q: 3 clusters Score -4778142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4778148.500000 Penalty: 5214.991211
	Iteration 60F: 3 clusters Score -4778148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4778156.000000 Penalty: 5214.991211
	Iteration 61Q: 3 clusters Score -4778156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4778158.000000 Penalty: 5214.991211
	Iteration 62Q: 3 clusters Score -4778158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4778163.000000 Penalty: 5214.991211
	Iteration 63Q: 3 clusters Score -4778163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4778165.000000 Penalty: 5214.991211
	Iteration 64Q: 3 clusters Score -4778165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4778162.500000 Penalty: 5214.991211
	Iteration 65Q: 3 clusters Score -4778162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4778159.000000 Penalty: 5214.991211
	Iteration 66Q: 3 clusters Score -4778159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4778158.000000 Penalty: 5214.991211
	Iteration 67Q: 3 clusters Score -4778158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4778167.500000 Penalty: 5214.991211
	Iteration 68Q: 3 clusters Score -4778168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4778166.500000 Penalty: 5214.991211
	Iteration 69Q: 3 clusters Score -4778166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4778166.000000 Penalty: 5214.991211
	Iteration 70Q: 3 clusters Score -4778166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4778162.000000 Penalty: 5214.991211
	Iteration 71Q: 3 clusters Score -4778162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4778168.000000 Penalty: 5214.991211
	Iteration 72Q: 3 clusters Score -4778168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4778177.500000 Penalty: 5214.991211
	Iteration 73Q: 3 clusters Score -4778178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4778181.500000 Penalty: 5214.991211
	Iteration 74Q: 3 clusters Score -4778182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4778169.000000 Penalty: 5214.991211
	Iteration 75Q: 3 clusters Score -4778169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4778174.000000 Penalty: 5214.991211
	Iteration 76Q: 3 clusters Score -4778174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4778175.000000 Penalty: 5214.991211
	Iteration 77Q: 3 clusters Score -4778175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4778179.000000 Penalty: 5214.991211
	Iteration 78Q: 3 clusters Score -4778179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4778175.500000 Penalty: 5214.991211
	Iteration 79Q: 3 clusters Score -4778176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4778177.000000 Penalty: 5214.991211
	Iteration 80F: 3 clusters Score -4778177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4778172.000000 Penalty: 5214.991211
	Iteration 81Q: 3 clusters Score -4778172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4778173.500000 Penalty: 5214.991211
	Iteration 82Q: 3 clusters Score -4778174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4778175.000000 Penalty: 5214.991211
	Iteration 83Q: 3 clusters Score -4778175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4778178.000000 Penalty: 5214.991211
	Iteration 84Q: 3 clusters Score -4778178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4778182.500000 Penalty: 5214.991211
	Iteration 85Q: 3 clusters Score -4778182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4778185.500000 Penalty: 5214.991211
	Iteration 86Q: 3 clusters Score -4778186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4778188.500000 Penalty: 5214.991211
	Iteration 87Q: 3 clusters Score -4778188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4778189.500000 Penalty: 5214.991211
	Iteration 88Q: 3 clusters Score -4778190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4778192.000000 Penalty: 5214.991211
	Iteration 89Q: 3 clusters Score -4778192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4778196.500000 Penalty: 5214.991211
	Iteration 90Q: 3 clusters Score -4778196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4778198.000000 Penalty: 5214.991211
	Iteration 91Q: 3 clusters Score -4778198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4778202.000000 Penalty: 5214.991211
	Iteration 92Q: 3 clusters Score -4778202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4778205.500000 Penalty: 5214.991211
	Iteration 93Q: 3 clusters Score -4778206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4778209.500000 Penalty: 5214.991211
	Iteration 94Q: 3 clusters Score -4778210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4778206.000000 Penalty: 5214.991211
	Iteration 95Q: 3 clusters Score -4778206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4778209.000000 Penalty: 5214.991211
	Iteration 96Q: 3 clusters Score -4778209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4778209.500000 Penalty: 5214.991211
	Iteration 97Q: 3 clusters Score -4778210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4778210.500000 Penalty: 5214.991211
	Iteration 98Q: 3 clusters Score -4778210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4778204.000000 Penalty: 5214.991211
	Iteration 99Q: 3 clusters Score -4778204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4778207.500000 Penalty: 5214.991211
	Iteration 100F: 3 clusters Score -4778208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4778208.000000 Penalty: 5214.991211
	Iteration 101Q: 3 clusters Score -4778208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4778206.500000 Penalty: 5214.991211
	Iteration 102Q: 3 clusters Score -4778206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4778206.500000 Penalty: 5214.991211
	Iteration 103Q: 3 clusters Score -4778206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4778204.000000 Penalty: 5214.991211
	Iteration 104Q: 3 clusters Score -4778204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4778210.000000 Penalty: 5214.991211
	Iteration 105Q: 3 clusters Score -4778210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4778209.500000 Penalty: 5214.991211
	Iteration 106Q: 3 clusters Score -4778210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4778209.500000 Penalty: 5214.991211
	Iteration 107Q: 3 clusters Score -4778210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4778208.500000 Penalty: 5214.991211
	Iteration 108Q: 3 clusters Score -4778208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4778208.500000 Penalty: 5214.991211
	Iteration 109F: 3 clusters Score -4778208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -268353.687500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -268353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265624.593750 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -265624.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -266054.437500 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -266054.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -266162.625000 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -266162.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -266222.968750 Penalty: 3805.687988
	Iteration 3Q: 3 clusters Score -266223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -266269.468750 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -266269.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -266295.437500 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -266295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -266315.687500 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -266315.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -266330.406250 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -266330.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -266341.687500 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -266341.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -266353.656250 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -266353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -266363.343750 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -266363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -266375.031250 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -266375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -266381.187500 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -266381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -266384.281250 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -266384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -266387.500000 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -266387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -266389.781250 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -266389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -266392.062500 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -266392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -266393.843750 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -266393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -266396.687500 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -266396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -266399.968750 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -266400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -266404.000000 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -266404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -266406.718750 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -266406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -266410.562500 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -266410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -266414.062500 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -266414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266415.937500 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -266415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266417.125000 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -266417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266417.125000 Penalty: 3805.687988
	Iteration 26F: 3 clusters Score -266417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -993973.937500 Penalty: 2223.814697
	Iteration 0F: 2 clusters Score -993973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -987712.937500 Penalty: 4447.629395
	Iteration 0F: 3 clusters Score -987712.9 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -989448.625000 Penalty: 4447.629395
	Iteration 1F: 3 clusters Score -989448.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -989748.500000 Penalty: 4447.629395
	Iteration 2F: 3 clusters Score -989748.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -990041.937500 Penalty: 4447.629395
	Iteration 3F: 3 clusters Score -990041.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -990309.437500 Penalty: 4447.629395
	Iteration 4Q: 3 clusters Score -990309.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -990578.500000 Penalty: 4447.629395
	Iteration 5Q: 3 clusters Score -990578.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -990814.125000 Penalty: 4447.629395
	Iteration 6Q: 3 clusters Score -990814.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -991005.500000 Penalty: 4447.629395
	Iteration 7Q: 3 clusters Score -991005.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -991187.062500 Penalty: 4447.629395
	Iteration 8Q: 3 clusters Score -991187.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -991348.750000 Penalty: 4447.629395
	Iteration 9Q: 3 clusters Score -991348.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -991499.937500 Penalty: 4447.629395
	Iteration 10Q: 3 clusters Score -991499.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -991660.500000 Penalty: 4447.629395
	Iteration 11Q: 3 clusters Score -991660.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -991812.562500 Penalty: 4447.629395
	Iteration 12Q: 3 clusters Score -991812.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -991972.937500 Penalty: 4447.629395
	Iteration 13Q: 3 clusters Score -991972.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -992118.125000 Penalty: 4447.629395
	Iteration 14Q: 3 clusters Score -992118.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -992255.250000 Penalty: 4447.629395
	Iteration 15Q: 3 clusters Score -992255.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -992357.937500 Penalty: 4447.629395
	Iteration 16Q: 3 clusters Score -992357.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -992440.875000 Penalty: 4447.629395
	Iteration 17Q: 3 clusters Score -992440.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -992501.562500 Penalty: 4447.629395
	Iteration 18Q: 3 clusters Score -992501.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -992538.875000 Penalty: 4447.629395
	Iteration 19Q: 3 clusters Score -992538.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -992563.062500 Penalty: 4447.629395
	Iteration 20F: 3 clusters Score -992563.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -992576.500000 Penalty: 4447.629395
	Iteration 21Q: 3 clusters Score -992576.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -992591.750000 Penalty: 4447.629395
	Iteration 22Q: 3 clusters Score -992591.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -992601.187500 Penalty: 4447.629395
	Iteration 23Q: 3 clusters Score -992601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -992605.062500 Penalty: 4447.629395
	Iteration 24Q: 3 clusters Score -992605.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -992614.375000 Penalty: 4447.629395
	Iteration 25Q: 3 clusters Score -992614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -992615.250000 Penalty: 4447.629395
	Iteration 26Q: 3 clusters Score -992615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -992621.250000 Penalty: 4447.629395
	Iteration 27Q: 3 clusters Score -992621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -992621.625000 Penalty: 4447.629395
	Iteration 28Q: 3 clusters Score -992621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -992625.812500 Penalty: 4447.629395
	Iteration 29Q: 3 clusters Score -992625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -992628.812500 Penalty: 4447.629395
	Iteration 30Q: 3 clusters Score -992628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -992631.062500 Penalty: 4447.629395
	Iteration 31Q: 3 clusters Score -992631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -992631.750000 Penalty: 4447.629395
	Iteration 32Q: 3 clusters Score -992631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -992631.750000 Penalty: 4447.629395
	Iteration 33F: 3 clusters Score -992631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273455 members 
Entering Unmasked Estep 
Score: -34795820.000000 Penalty: 3104.685303
	Iteration 0F: 2 clusters Score -3.479582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -34626760.000000 Penalty: 6209.370605
	Iteration 0F: 3 clusters Score -3.462676e+07 nChanged 132324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -34704912.000000 Penalty: 6209.370605
	Iteration 1F: 3 clusters Score -3.470491e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 144567 members 
Entering Unmasked Estep 
Score: -34706240.000000 Penalty: 6209.370605
	Iteration 2Q: 3 clusters Score -3.470624e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124074 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -34707748.000000 Penalty: 6209.370605
	Iteration 3Q: 3 clusters Score -3.470775e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116477 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -34710596.000000 Penalty: 6209.370605
	Iteration 4Q: 3 clusters Score -3.47106e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -34715752.000000 Penalty: 6209.370605
	Iteration 5Q: 3 clusters Score -3.471575e+07 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 185886 members 
Entering Unmasked Estep 
Score: -34725700.000000 Penalty: 6209.370605
	Iteration 6F: 3 clusters Score -3.47257e+07 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 209568 members 
Entering Unmasked Estep 
Score: -34742648.000000 Penalty: 6209.370605
	Iteration 7F: 3 clusters Score -3.474265e+07 nChanged 26974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 236542 members 
Entering Unmasked Estep 
Score: -34764564.000000 Penalty: 6209.370605
	Iteration 8F: 3 clusters Score -3.476456e+07 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 257869 members 
Entering Unmasked Estep 
Score: -34781980.000000 Penalty: 6209.370605
	Iteration 9F: 3 clusters Score -3.478198e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 268728 members 
Entering Unmasked Estep 
Score: -34789688.000000 Penalty: 6209.370605
	Iteration 10Q: 3 clusters Score -3.478969e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 272245 members 
Entering Unmasked Estep 
Score: -34792188.000000 Penalty: 6209.370605
	Iteration 11Q: 3 clusters Score -3.479219e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273039 members 
Entering Unmasked Estep 
Score: -34792676.000000 Penalty: 6209.370605
	Iteration 12Q: 3 clusters Score -3.479268e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 273189 members 
Entering Unmasked Estep 
Score: -34792864.000000 Penalty: 6209.370605
	Iteration 13Q: 3 clusters Score -3.479286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 273227 members 
Entering Unmasked Estep 
Score: -34792936.000000 Penalty: 6209.370605
	Iteration 14Q: 3 clusters Score -3.479294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273238 members 
Entering Unmasked Estep 
Score: -34792992.000000 Penalty: 6209.370605
	Iteration 15Q: 3 clusters Score -3.479299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273249 members 
Entering Unmasked Estep 
Score: -34793016.000000 Penalty: 6209.370605
	Iteration 16Q: 3 clusters Score -3.479302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 273255 members 
Entering Unmasked Estep 
Score: -34793044.000000 Penalty: 6209.370605
	Iteration 17Q: 3 clusters Score -3.479304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273259 members 
Entering Unmasked Estep 
Score: -34793052.000000 Penalty: 6209.370605
	Iteration 18Q: 3 clusters Score -3.479305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273258 members 
Entering Unmasked Estep 
Score: -34793076.000000 Penalty: 6209.370605
	Iteration 19Q: 3 clusters Score -3.479308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273259 members 
Entering Unmasked Estep 
Score: -34793080.000000 Penalty: 6209.370605
	Iteration 20F: 3 clusters Score -3.479308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273258 members 
Entering Unmasked Estep 
Score: -34793088.000000 Penalty: 6209.370605
	Iteration 21Q: 3 clusters Score -3.479309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273259 members 
Entering Unmasked Estep 
Score: -34793088.000000 Penalty: 6209.370605
	Iteration 22Q: 3 clusters Score -3.479309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 273260 members 
Entering Unmasked Estep 
Score: -34793100.000000 Penalty: 6209.370605
	Iteration 23Q: 3 clusters Score -3.47931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 273260 members 
Entering Unmasked Estep 
Score: -34793100.000000 Penalty: 6209.370605
	Iteration 24F: 3 clusters Score -3.47931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -269303.875000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -269303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -266535.968750 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -266536 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -267170.562500 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -267170.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267380.468750 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -267380.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267509.687500 Penalty: 3832.857422
	Iteration 3Q: 3 clusters Score -267509.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -267683.875000 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -267683.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -267888.125000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -267888.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -268149.843750 Penalty: 3832.857422
	Iteration 6F: 3 clusters Score -268149.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -268451.468750 Penalty: 3832.857422
	Iteration 7F: 3 clusters Score -268451.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268732.875000 Penalty: 3832.857422
	Iteration 8F: 3 clusters Score -268732.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -268921.000000 Penalty: 3832.857422
	Iteration 9F: 3 clusters Score -268921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -269015.906250 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -269015.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -269061.156250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -269061.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -269075.781250 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -269075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -269084.062500 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -269084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -269090.375000 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -269090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -269097.406250 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -269097.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -269102.312500 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -269102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -269104.000000 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -269104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -269106.781250 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -269106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -269107.218750 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -269107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -269107.218750 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -269107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -165099.828125 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -165099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162926.375000 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -162926.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163249.031250 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -163249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163321.984375 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -163322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163359.093750 Penalty: 3563.575928
	Iteration 3Q: 3 clusters Score -163359.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163380.046875 Penalty: 3563.575928
	Iteration 4Q: 3 clusters Score -163380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163395.546875 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -163395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -163407.000000 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -163407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -163418.218750 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -163418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163426.890625 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -163426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -163433.750000 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -163433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163439.781250 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -163439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163445.093750 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -163445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163448.078125 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -163448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163448.734375 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -163448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163448.734375 Penalty: 3563.575928
	Iteration 14F: 3 clusters Score -163448.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -11531.371094 Penalty: 1178.890381
	Iteration 0F: 2 clusters Score -11531.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10670.398438 Penalty: 2357.780762
	Iteration 0F: 3 clusters Score -10670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10693.568359 Penalty: 2357.780762
	Iteration 1Q: 3 clusters Score -10693.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10693.568359 Penalty: 2357.780762
	Iteration 2F: 3 clusters Score -10693.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Entering Unmasked Estep 
Score: -13340049.000000 Penalty: 2864.488281
	Iteration 0F: 2 clusters Score -1.334005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -13270670.000000 Penalty: 5728.976562
	Iteration 0F: 3 clusters Score -1.327067e+07 nChanged 49298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -13299200.000000 Penalty: 5728.976562
	Iteration 1F: 3 clusters Score -1.32992e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -13300114.000000 Penalty: 5728.976562
	Iteration 2Q: 3 clusters Score -1.330011e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -13301142.000000 Penalty: 5728.976562
	Iteration 3Q: 3 clusters Score -1.330114e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -13302615.000000 Penalty: 5728.976562
	Iteration 4Q: 3 clusters Score -1.330262e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -13304604.000000 Penalty: 5728.976562
	Iteration 5Q: 3 clusters Score -1.33046e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -13307628.000000 Penalty: 5728.976562
	Iteration 6Q: 3 clusters Score -1.330763e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -13311775.000000 Penalty: 5728.976562
	Iteration 7F: 3 clusters Score -1.331178e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -13316884.000000 Penalty: 5728.976562
	Iteration 8F: 3 clusters Score -1.331688e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -13321752.000000 Penalty: 5728.976562
	Iteration 9F: 3 clusters Score -1.332175e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -13325471.000000 Penalty: 5728.976562
	Iteration 10F: 3 clusters Score -1.332547e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -13327691.000000 Penalty: 5728.976562
	Iteration 11Q: 3 clusters Score -1.332769e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -13329216.000000 Penalty: 5728.976562
	Iteration 12Q: 3 clusters Score -1.332922e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -13330271.000000 Penalty: 5728.976562
	Iteration 13Q: 3 clusters Score -1.333027e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -13331113.000000 Penalty: 5728.976562
	Iteration 14Q: 3 clusters Score -1.333111e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -13331881.000000 Penalty: 5728.976562
	Iteration 15Q: 3 clusters Score -1.333188e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -13332527.000000 Penalty: 5728.976562
	Iteration 16Q: 3 clusters Score -1.333253e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -13333076.000000 Penalty: 5728.976562
	Iteration 17Q: 3 clusters Score -1.333308e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -13333674.000000 Penalty: 5728.976562
	Iteration 18Q: 3 clusters Score -1.333367e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -13334025.000000 Penalty: 5728.976562
	Iteration 19Q: 3 clusters Score -1.333402e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -13334232.000000 Penalty: 5728.976562
	Iteration 20F: 3 clusters Score -1.333423e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -13334374.000000 Penalty: 5728.976562
	Iteration 21Q: 3 clusters Score -1.333437e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -13334510.000000 Penalty: 5728.976562
	Iteration 22Q: 3 clusters Score -1.333451e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -13334499.000000 Penalty: 5728.976562
	Iteration 23Q: 3 clusters Score -1.33345e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -13334533.000000 Penalty: 5728.976562
	Iteration 24Q: 3 clusters Score -1.333453e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -13334601.000000 Penalty: 5728.976562
	Iteration 25Q: 3 clusters Score -1.33346e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -13334574.000000 Penalty: 5728.976562
	Iteration 26Q: 3 clusters Score -1.333457e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -13334577.000000 Penalty: 5728.976562
	Iteration 27Q: 3 clusters Score -1.333458e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -13334571.000000 Penalty: 5728.976562
	Iteration 28Q: 3 clusters Score -1.333457e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -13334585.000000 Penalty: 5728.976562
	Iteration 29Q: 3 clusters Score -1.333458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -13334623.000000 Penalty: 5728.976562
	Iteration 30Q: 3 clusters Score -1.333462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -13334631.000000 Penalty: 5728.976562
	Iteration 31Q: 3 clusters Score -1.333463e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -13334607.000000 Penalty: 5728.976562
	Iteration 32Q: 3 clusters Score -1.333461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13334599.000000 Penalty: 5728.976562
	Iteration 33Q: 3 clusters Score -1.33346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -13334607.000000 Penalty: 5728.976562
	Iteration 34Q: 3 clusters Score -1.333461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -13334608.000000 Penalty: 5728.976562
	Iteration 35Q: 3 clusters Score -1.333461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -13334618.000000 Penalty: 5728.976562
	Iteration 36Q: 3 clusters Score -1.333462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13334614.000000 Penalty: 5728.976562
	Iteration 37Q: 3 clusters Score -1.333461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13334619.000000 Penalty: 5728.976562
	Iteration 38Q: 3 clusters Score -1.333462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -13334617.000000 Penalty: 5728.976562
	Iteration 39Q: 3 clusters Score -1.333462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -13334617.000000 Penalty: 5728.976562
	Iteration 40F: 3 clusters Score -1.333462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -13334614.000000 Penalty: 5728.976562
	Iteration 41Q: 3 clusters Score -1.333461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13334606.000000 Penalty: 5728.976562
	Iteration 42Q: 3 clusters Score -1.333461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13334617.000000 Penalty: 5728.976562
	Iteration 43Q: 3 clusters Score -1.333462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13334611.000000 Penalty: 5728.976562
	Iteration 44Q: 3 clusters Score -1.333461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -13334600.000000 Penalty: 5728.976562
	Iteration 45Q: 3 clusters Score -1.33346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -13334607.000000 Penalty: 5728.976562
	Iteration 46Q: 3 clusters Score -1.333461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -13334608.000000 Penalty: 5728.976562
	Iteration 47Q: 3 clusters Score -1.333461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -13334613.000000 Penalty: 5728.976562
	Iteration 48Q: 3 clusters Score -1.333461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -13334623.000000 Penalty: 5728.976562
	Iteration 49Q: 3 clusters Score -1.333462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13334619.000000 Penalty: 5728.976562
	Iteration 50Q: 3 clusters Score -1.333462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -13334610.000000 Penalty: 5728.976562
	Iteration 51Q: 3 clusters Score -1.333461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -13334606.000000 Penalty: 5728.976562
	Iteration 52Q: 3 clusters Score -1.333461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -13334589.000000 Penalty: 5728.976562
	Iteration 53Q: 3 clusters Score -1.333459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -13334589.000000 Penalty: 5728.976562
	Iteration 54F: 3 clusters Score -1.333459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154930 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44950 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 36831 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 273455 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097872.000000 Penalty: 78356.250000
Iteration 239Q: 24 clusters Score -1.160979e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154946 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44948 members 
Mstep: Class 15 contains 166209 members 
Mstep: Class 16 contains 36832 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 273457 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097920.000000 Penalty: 78356.250000
Iteration 240F: 24 clusters Score -1.160979e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154959 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10708 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44944 members 
Mstep: Class 15 contains 166211 members 
Mstep: Class 16 contains 36836 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097944.000000 Penalty: 78356.250000
Iteration 241Q: 24 clusters Score -1.160979e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154973 members 
Mstep: Class 10 contains 34546 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10710 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44942 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 36841 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 273462 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097912.000000 Penalty: 78356.250000
Iteration 242Q: 24 clusters Score -1.160979e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 154989 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21257 members 
Mstep: Class 12 contains 10714 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44941 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36845 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 273465 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097888.000000 Penalty: 78356.250000
Iteration 243Q: 24 clusters Score -1.160979e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155003 members 
Mstep: Class 10 contains 34546 members 
Mstep: Class 11 contains 21257 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44939 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36850 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 273468 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097936.000000 Penalty: 78356.250000
Iteration 244Q: 24 clusters Score -1.160979e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155011 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21257 members 
Mstep: Class 12 contains 10723 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44936 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36850 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 273472 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097952.000000 Penalty: 78356.250000
Iteration 245Q: 24 clusters Score -1.16098e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155027 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44930 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36850 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 273474 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097968.000000 Penalty: 78356.250000
Iteration 246Q: 24 clusters Score -1.16098e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155046 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 10726 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44925 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36850 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 273480 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098008.000000 Penalty: 78356.250000
Iteration 247Q: 24 clusters Score -1.16098e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155067 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10726 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44921 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36848 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 273487 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098008.000000 Penalty: 78356.250000
Iteration 248Q: 24 clusters Score -1.16098e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155080 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10726 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44917 members 
Mstep: Class 15 contains 166198 members 
Mstep: Class 16 contains 36845 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 273497 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098088.000000 Penalty: 78356.250000
Iteration 249Q: 24 clusters Score -1.160981e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155096 members 
Mstep: Class 10 contains 34545 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10728 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44917 members 
Mstep: Class 15 contains 166194 members 
Mstep: Class 16 contains 36845 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 273503 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098024.000000 Penalty: 78356.250000
Iteration 250Q: 24 clusters Score -1.16098e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155116 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10726 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44917 members 
Mstep: Class 15 contains 166191 members 
Mstep: Class 16 contains 36844 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 273506 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098040.000000 Penalty: 78356.250000
Iteration 251Q: 24 clusters Score -1.16098e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155125 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44913 members 
Mstep: Class 15 contains 166193 members 
Mstep: Class 16 contains 36843 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 273505 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098056.000000 Penalty: 78356.250000
Iteration 252Q: 24 clusters Score -1.160981e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155129 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44907 members 
Mstep: Class 15 contains 166198 members 
Mstep: Class 16 contains 36841 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 273507 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097960.000000 Penalty: 78356.250000
Iteration 253Q: 24 clusters Score -1.16098e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155131 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44904 members 
Mstep: Class 15 contains 166199 members 
Mstep: Class 16 contains 36839 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 273507 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097944.000000 Penalty: 78356.250000
Iteration 254Q: 24 clusters Score -1.160979e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20327 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155137 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44902 members 
Mstep: Class 15 contains 166199 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 273513 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097952.000000 Penalty: 78356.250000
Iteration 255Q: 24 clusters Score -1.16098e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20328 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155142 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44896 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 273519 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098008.000000 Penalty: 78356.250000
Iteration 256Q: 24 clusters Score -1.16098e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155150 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10723 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44890 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273526 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097944.000000 Penalty: 78356.250000
Iteration 257Q: 24 clusters Score -1.160979e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155160 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44885 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 273531 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097936.000000 Penalty: 78356.250000
Iteration 258Q: 24 clusters Score -1.160979e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155166 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44884 members 
Mstep: Class 15 contains 166200 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 273533 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097952.000000 Penalty: 78356.250000
Iteration 259Q: 24 clusters Score -1.16098e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155169 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44882 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 273533 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097920.000000 Penalty: 78356.250000
Iteration 260F: 24 clusters Score -1.160979e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155174 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 273534 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097960.000000 Penalty: 78356.250000
Iteration 261Q: 24 clusters Score -1.16098e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155177 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 273532 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 262Q: 24 clusters Score -1.160979e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155180 members 
Mstep: Class 10 contains 34543 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 273532 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097832.000000 Penalty: 78356.250000
Iteration 263Q: 24 clusters Score -1.160978e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155183 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 21255 members 
Mstep: Class 12 contains 10720 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273535 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097888.000000 Penalty: 78356.250000
Iteration 264Q: 24 clusters Score -1.160979e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155187 members 
Mstep: Class 10 contains 34546 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273538 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 265Q: 24 clusters Score -1.160979e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155189 members 
Mstep: Class 10 contains 34546 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10723 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273540 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 266Q: 24 clusters Score -1.160979e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155194 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36840 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273536 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097832.000000 Penalty: 78356.250000
Iteration 267Q: 24 clusters Score -1.160978e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155199 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44880 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36840 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273538 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097872.000000 Penalty: 78356.250000
Iteration 268Q: 24 clusters Score -1.160979e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155202 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166201 members 
Mstep: Class 16 contains 36839 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 269Q: 24 clusters Score -1.160979e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155205 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166202 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097840.000000 Penalty: 78356.250000
Iteration 270Q: 24 clusters Score -1.160978e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155207 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273538 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097848.000000 Penalty: 78356.250000
Iteration 271Q: 24 clusters Score -1.160978e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155209 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 272Q: 24 clusters Score -1.160979e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155211 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 273Q: 24 clusters Score -1.160979e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155212 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166204 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 274Q: 24 clusters Score -1.160979e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155212 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273539 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097872.000000 Penalty: 78356.250000
Iteration 275Q: 24 clusters Score -1.160979e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155215 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273541 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097864.000000 Penalty: 78356.250000
Iteration 276Q: 24 clusters Score -1.160979e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155221 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44879 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273542 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097848.000000 Penalty: 78356.250000
Iteration 277Q: 24 clusters Score -1.160978e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155226 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 278Q: 24 clusters Score -1.160979e+08 nChanged 3
Entering ConstructFrom: 
Score: -116097880.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (25468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Entering Unmasked Estep 
Score: -3239999.000000 Penalty: 2516.004150
	Iteration 0F: 2 clusters Score -3239999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3222495.000000 Penalty: 5032.008301
	Iteration 0F: 3 clusters Score -3222495 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3228284.000000 Penalty: 5032.008301
	Iteration 1F: 3 clusters Score -3228284 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3228648.000000 Penalty: 5032.008301
	Iteration 2Q: 3 clusters Score -3228648 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3228911.250000 Penalty: 5032.008301
	Iteration 3Q: 3 clusters Score -3228911 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3229163.250000 Penalty: 5032.008301
	Iteration 4Q: 3 clusters Score -3229163 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3229388.750000 Penalty: 5032.008301
	Iteration 5Q: 3 clusters Score -3229389 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3229633.000000 Penalty: 5032.008301
	Iteration 6Q: 3 clusters Score -3229633 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3229952.000000 Penalty: 5032.008301
	Iteration 7Q: 3 clusters Score -3229952 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3230428.750000 Penalty: 5032.008301
	Iteration 8Q: 3 clusters Score -3230429 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3231107.500000 Penalty: 5032.008301
	Iteration 9Q: 3 clusters Score -3231108 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3232120.500000 Penalty: 5032.008301
	Iteration 10F: 3 clusters Score -3232120 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3233356.750000 Penalty: 5032.008301
	Iteration 11F: 3 clusters Score -3233357 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3234733.000000 Penalty: 5032.008301
	Iteration 12F: 3 clusters Score -3234733 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3235988.250000 Penalty: 5032.008301
	Iteration 13F: 3 clusters Score -3235988 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3236828.750000 Penalty: 5032.008301
	Iteration 14Q: 3 clusters Score -3236829 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3237285.750000 Penalty: 5032.008301
	Iteration 15Q: 3 clusters Score -3237286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3237516.250000 Penalty: 5032.008301
	Iteration 16Q: 3 clusters Score -3237516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3237600.000000 Penalty: 5032.008301
	Iteration 17Q: 3 clusters Score -3237600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3237651.750000 Penalty: 5032.008301
	Iteration 18Q: 3 clusters Score -3237652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3237687.250000 Penalty: 5032.008301
	Iteration 19Q: 3 clusters Score -3237687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3237713.500000 Penalty: 5032.008301
	Iteration 20F: 3 clusters Score -3237714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3237741.750000 Penalty: 5032.008301
	Iteration 21Q: 3 clusters Score -3237742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3237768.000000 Penalty: 5032.008301
	Iteration 22Q: 3 clusters Score -3237768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3237778.000000 Penalty: 5032.008301
	Iteration 23Q: 3 clusters Score -3237778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3237788.750000 Penalty: 5032.008301
	Iteration 24Q: 3 clusters Score -3237789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3237790.250000 Penalty: 5032.008301
	Iteration 25Q: 3 clusters Score -3237790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3237792.000000 Penalty: 5032.008301
	Iteration 26Q: 3 clusters Score -3237792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3237792.000000 Penalty: 5032.008301
	Iteration 27F: 3 clusters Score -3237792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -140865.328125 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -140865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138813.593750 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -138813.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139178.156250 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -139178.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139404.531250 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -139404.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139684.359375 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -139684.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140020.968750 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -140021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -140508.687500 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -140508.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -141079.578125 Penalty: 3508.761963
	Iteration 6F: 3 clusters Score -141079.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -141238.234375 Penalty: 3508.761963
	Iteration 7F: 3 clusters Score -141238.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141296.937500 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -141296.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -141315.921875 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -141315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -141321.765625 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -141321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -141322.421875 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -141322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -141323.312500 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -141323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -141323.312500 Penalty: 3508.761963
	Iteration 13F: 3 clusters Score -141323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 363 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155229 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103462 members 
Mstep: Class 24 contains 818 members 
Entering Unmasked Estep 
Score: -116096712.000000 Penalty: 81763.039062
Splitting cluster 2 changes total score from -116097880.000000 to -116096712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 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 144 members 
Entering Unmasked Estep 
Score: -28305.988281 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28305.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28383.376953 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28383.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28405.080078 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28405.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28418.626953 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28418.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28418.626953 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -28418.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -199412.359375 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -199412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -197073.265625 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -197073.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -197444.984375 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -197445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197534.359375 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -197534.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -197572.187500 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -197572.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197595.531250 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -197595.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197617.390625 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -197617.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -197640.390625 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -197640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -197652.828125 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -197652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -197660.484375 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -197660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -197668.656250 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -197668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197677.953125 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -197678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197683.156250 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -197683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -197687.000000 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -197687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197691.031250 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -197691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -197694.906250 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -197694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -197700.562500 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -197700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -197706.796875 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -197706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -197712.031250 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -197712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -197719.531250 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -197719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -197721.562500 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -197721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -197723.078125 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -197723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -197724.000000 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -197724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -197725.906250 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -197725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -197726.375000 Penalty: 3657.815918
	Iteration 23Q: 3 clusters Score -197726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -197726.375000 Penalty: 3657.815918
	Iteration 24F: 3 clusters Score -197726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28703.257812 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28703.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28793.707031 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28793.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28828.990234 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28828.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28856.480469 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28856.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28882.669922 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28882.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28889.025391 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -28889.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28892.460938 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -28892.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28892.460938 Penalty: 2760.002197
	Iteration 7F: 3 clusters Score -28892.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1647465.375000 Penalty: 2342.893311
	Iteration 0F: 2 clusters Score -1647465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1638102.375000 Penalty: 4685.786621
	Iteration 0F: 3 clusters Score -1638102 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1641020.000000 Penalty: 4685.786621
	Iteration 1F: 3 clusters Score -1641020 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1641401.875000 Penalty: 4685.786621
	Iteration 2F: 3 clusters Score -1641402 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1641687.250000 Penalty: 4685.786621
	Iteration 3Q: 3 clusters Score -1641687 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1641921.375000 Penalty: 4685.786621
	Iteration 4Q: 3 clusters Score -1641921 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1642130.875000 Penalty: 4685.786621
	Iteration 5Q: 3 clusters Score -1642131 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1642334.625000 Penalty: 4685.786621
	Iteration 6Q: 3 clusters Score -1642335 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1642554.875000 Penalty: 4685.786621
	Iteration 7Q: 3 clusters Score -1642555 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1642771.375000 Penalty: 4685.786621
	Iteration 8Q: 3 clusters Score -1642771 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1642995.375000 Penalty: 4685.786621
	Iteration 9Q: 3 clusters Score -1642995 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1643208.750000 Penalty: 4685.786621
	Iteration 10Q: 3 clusters Score -1643209 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1643408.875000 Penalty: 4685.786621
	Iteration 11Q: 3 clusters Score -1643409 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1643607.000000 Penalty: 4685.786621
	Iteration 12Q: 3 clusters Score -1643607 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1643797.000000 Penalty: 4685.786621
	Iteration 13Q: 3 clusters Score -1643797 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1643974.125000 Penalty: 4685.786621
	Iteration 14Q: 3 clusters Score -1643974 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1644119.625000 Penalty: 4685.786621
	Iteration 15Q: 3 clusters Score -1644120 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1644245.625000 Penalty: 4685.786621
	Iteration 16Q: 3 clusters Score -1644246 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1644345.125000 Penalty: 4685.786621
	Iteration 17Q: 3 clusters Score -1644345 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1644414.500000 Penalty: 4685.786621
	Iteration 18Q: 3 clusters Score -1644414 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1644483.375000 Penalty: 4685.786621
	Iteration 19Q: 3 clusters Score -1644483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1644537.875000 Penalty: 4685.786621
	Iteration 20F: 3 clusters Score -1644538 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1644578.125000 Penalty: 4685.786621
	Iteration 21Q: 3 clusters Score -1644578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1644595.750000 Penalty: 4685.786621
	Iteration 22Q: 3 clusters Score -1644596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1644630.875000 Penalty: 4685.786621
	Iteration 23Q: 3 clusters Score -1644631 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1644661.875000 Penalty: 4685.786621
	Iteration 24Q: 3 clusters Score -1644662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1644693.500000 Penalty: 4685.786621
	Iteration 25Q: 3 clusters Score -1644694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1644726.500000 Penalty: 4685.786621
	Iteration 26Q: 3 clusters Score -1644726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1644760.875000 Penalty: 4685.786621
	Iteration 27Q: 3 clusters Score -1644761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1644787.875000 Penalty: 4685.786621
	Iteration 28Q: 3 clusters Score -1644788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1644813.875000 Penalty: 4685.786621
	Iteration 29Q: 3 clusters Score -1644814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1644830.125000 Penalty: 4685.786621
	Iteration 30Q: 3 clusters Score -1644830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1644846.125000 Penalty: 4685.786621
	Iteration 31Q: 3 clusters Score -1644846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1644860.750000 Penalty: 4685.786621
	Iteration 32Q: 3 clusters Score -1644861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1644878.000000 Penalty: 4685.786621
	Iteration 33Q: 3 clusters Score -1644878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1644883.625000 Penalty: 4685.786621
	Iteration 34Q: 3 clusters Score -1644884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1644893.875000 Penalty: 4685.786621
	Iteration 35Q: 3 clusters Score -1644894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1644900.375000 Penalty: 4685.786621
	Iteration 36Q: 3 clusters Score -1644900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1644911.000000 Penalty: 4685.786621
	Iteration 37Q: 3 clusters Score -1644911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1644911.625000 Penalty: 4685.786621
	Iteration 38Q: 3 clusters Score -1644912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1644917.875000 Penalty: 4685.786621
	Iteration 39Q: 3 clusters Score -1644918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1644925.375000 Penalty: 4685.786621
	Iteration 40F: 3 clusters Score -1644925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1644935.500000 Penalty: 4685.786621
	Iteration 41Q: 3 clusters Score -1644936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1644942.750000 Penalty: 4685.786621
	Iteration 42Q: 3 clusters Score -1644943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1644954.250000 Penalty: 4685.786621
	Iteration 43Q: 3 clusters Score -1644954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1644962.000000 Penalty: 4685.786621
	Iteration 44Q: 3 clusters Score -1644962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1644969.125000 Penalty: 4685.786621
	Iteration 45Q: 3 clusters Score -1644969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1644972.750000 Penalty: 4685.786621
	Iteration 46Q: 3 clusters Score -1644973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1644979.875000 Penalty: 4685.786621
	Iteration 47Q: 3 clusters Score -1644980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1644986.375000 Penalty: 4685.786621
	Iteration 48Q: 3 clusters Score -1644986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1644990.250000 Penalty: 4685.786621
	Iteration 49Q: 3 clusters Score -1644990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1644992.500000 Penalty: 4685.786621
	Iteration 50Q: 3 clusters Score -1644992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1644996.125000 Penalty: 4685.786621
	Iteration 51Q: 3 clusters Score -1644996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1644999.125000 Penalty: 4685.786621
	Iteration 52Q: 3 clusters Score -1644999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1644999.500000 Penalty: 4685.786621
	Iteration 53Q: 3 clusters Score -1645000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1645004.250000 Penalty: 4685.786621
	Iteration 54Q: 3 clusters Score -1645004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1645006.625000 Penalty: 4685.786621
	Iteration 55Q: 3 clusters Score -1645007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1645012.250000 Penalty: 4685.786621
	Iteration 56Q: 3 clusters Score -1645012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1645018.250000 Penalty: 4685.786621
	Iteration 57Q: 3 clusters Score -1645018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1645020.375000 Penalty: 4685.786621
	Iteration 58Q: 3 clusters Score -1645020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1645027.875000 Penalty: 4685.786621
	Iteration 59Q: 3 clusters Score -1645028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1645028.500000 Penalty: 4685.786621
	Iteration 60F: 3 clusters Score -1645028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1645038.625000 Penalty: 4685.786621
	Iteration 61Q: 3 clusters Score -1645039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1645049.750000 Penalty: 4685.786621
	Iteration 62Q: 3 clusters Score -1645050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1645065.875000 Penalty: 4685.786621
	Iteration 63Q: 3 clusters Score -1645066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1645072.000000 Penalty: 4685.786621
	Iteration 64Q: 3 clusters Score -1645072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1645096.375000 Penalty: 4685.786621
	Iteration 65Q: 3 clusters Score -1645096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1645118.375000 Penalty: 4685.786621
	Iteration 66Q: 3 clusters Score -1645118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1645139.000000 Penalty: 4685.786621
	Iteration 67Q: 3 clusters Score -1645139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1645152.375000 Penalty: 4685.786621
	Iteration 68Q: 3 clusters Score -1645152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1645159.875000 Penalty: 4685.786621
	Iteration 69Q: 3 clusters Score -1645160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1645170.125000 Penalty: 4685.786621
	Iteration 70Q: 3 clusters Score -1645170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1645176.375000 Penalty: 4685.786621
	Iteration 71Q: 3 clusters Score -1645176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1645188.125000 Penalty: 4685.786621
	Iteration 72Q: 3 clusters Score -1645188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1645198.875000 Penalty: 4685.786621
	Iteration 73Q: 3 clusters Score -1645199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1645209.000000 Penalty: 4685.786621
	Iteration 74Q: 3 clusters Score -1645209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1645222.875000 Penalty: 4685.786621
	Iteration 75Q: 3 clusters Score -1645223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1645230.500000 Penalty: 4685.786621
	Iteration 76Q: 3 clusters Score -1645230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1645244.875000 Penalty: 4685.786621
	Iteration 77Q: 3 clusters Score -1645245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1645257.750000 Penalty: 4685.786621
	Iteration 78Q: 3 clusters Score -1645258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1645269.500000 Penalty: 4685.786621
	Iteration 79Q: 3 clusters Score -1645270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1645275.750000 Penalty: 4685.786621
	Iteration 80F: 3 clusters Score -1645276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1645286.625000 Penalty: 4685.786621
	Iteration 81Q: 3 clusters Score -1645287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1645297.250000 Penalty: 4685.786621
	Iteration 82Q: 3 clusters Score -1645297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1645309.250000 Penalty: 4685.786621
	Iteration 83Q: 3 clusters Score -1645309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1645323.625000 Penalty: 4685.786621
	Iteration 84Q: 3 clusters Score -1645324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1645338.000000 Penalty: 4685.786621
	Iteration 85Q: 3 clusters Score -1645338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1645349.000000 Penalty: 4685.786621
	Iteration 86Q: 3 clusters Score -1645349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1645356.750000 Penalty: 4685.786621
	Iteration 87Q: 3 clusters Score -1645357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1645368.125000 Penalty: 4685.786621
	Iteration 88Q: 3 clusters Score -1645368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1645374.000000 Penalty: 4685.786621
	Iteration 89Q: 3 clusters Score -1645374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1645379.000000 Penalty: 4685.786621
	Iteration 90Q: 3 clusters Score -1645379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1645385.000000 Penalty: 4685.786621
	Iteration 91Q: 3 clusters Score -1645385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1645391.875000 Penalty: 4685.786621
	Iteration 92Q: 3 clusters Score -1645392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1645402.125000 Penalty: 4685.786621
	Iteration 93Q: 3 clusters Score -1645402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1645408.250000 Penalty: 4685.786621
	Iteration 94Q: 3 clusters Score -1645408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1645408.250000 Penalty: 4685.786621
	Iteration 95Q: 3 clusters Score -1645408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1645412.875000 Penalty: 4685.786621
	Iteration 96Q: 3 clusters Score -1645413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1645419.625000 Penalty: 4685.786621
	Iteration 97Q: 3 clusters Score -1645420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1645424.875000 Penalty: 4685.786621
	Iteration 98Q: 3 clusters Score -1645425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1645426.625000 Penalty: 4685.786621
	Iteration 99Q: 3 clusters Score -1645427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1645428.000000 Penalty: 4685.786621
	Iteration 100F: 3 clusters Score -1645428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1645429.875000 Penalty: 4685.786621
	Iteration 101Q: 3 clusters Score -1645430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1645434.875000 Penalty: 4685.786621
	Iteration 102Q: 3 clusters Score -1645435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1645435.250000 Penalty: 4685.786621
	Iteration 103Q: 3 clusters Score -1645435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1645439.000000 Penalty: 4685.786621
	Iteration 104Q: 3 clusters Score -1645439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1645442.250000 Penalty: 4685.786621
	Iteration 105Q: 3 clusters Score -1645442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1645444.375000 Penalty: 4685.786621
	Iteration 106Q: 3 clusters Score -1645444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1645448.500000 Penalty: 4685.786621
	Iteration 107Q: 3 clusters Score -1645448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1645449.500000 Penalty: 4685.786621
	Iteration 108Q: 3 clusters Score -1645450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1645450.000000 Penalty: 4685.786621
	Iteration 109Q: 3 clusters Score -1645450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1645452.625000 Penalty: 4685.786621
	Iteration 110Q: 3 clusters Score -1645453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1645458.125000 Penalty: 4685.786621
	Iteration 111Q: 3 clusters Score -1645458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1645461.125000 Penalty: 4685.786621
	Iteration 112Q: 3 clusters Score -1645461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1645463.250000 Penalty: 4685.786621
	Iteration 113Q: 3 clusters Score -1645463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1645465.500000 Penalty: 4685.786621
	Iteration 114Q: 3 clusters Score -1645466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1645468.000000 Penalty: 4685.786621
	Iteration 115Q: 3 clusters Score -1645468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1645469.875000 Penalty: 4685.786621
	Iteration 116Q: 3 clusters Score -1645470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1645470.875000 Penalty: 4685.786621
	Iteration 117Q: 3 clusters Score -1645471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1645467.500000 Penalty: 4685.786621
	Iteration 118Q: 3 clusters Score -1645468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1645469.000000 Penalty: 4685.786621
	Iteration 119Q: 3 clusters Score -1645469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1645469.000000 Penalty: 4685.786621
	Iteration 120F: 3 clusters Score -1645469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Entering Unmasked Estep 
Score: -2637501.000000 Penalty: 2460.111328
	Iteration 0F: 2 clusters Score -2637501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2623267.750000 Penalty: 4920.222656
	Iteration 0F: 3 clusters Score -2623268 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2627864.000000 Penalty: 4920.222656
	Iteration 1F: 3 clusters Score -2627864 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2628218.000000 Penalty: 4920.222656
	Iteration 2F: 3 clusters Score -2628218 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2628482.000000 Penalty: 4920.222656
	Iteration 3Q: 3 clusters Score -2628482 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2628739.500000 Penalty: 4920.222656
	Iteration 4Q: 3 clusters Score -2628740 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2629000.000000 Penalty: 4920.222656
	Iteration 5Q: 3 clusters Score -2629000 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2629233.000000 Penalty: 4920.222656
	Iteration 6Q: 3 clusters Score -2629233 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2629473.250000 Penalty: 4920.222656
	Iteration 7Q: 3 clusters Score -2629473 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2629751.000000 Penalty: 4920.222656
	Iteration 8Q: 3 clusters Score -2629751 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2630133.250000 Penalty: 4920.222656
	Iteration 9Q: 3 clusters Score -2630133 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2630623.000000 Penalty: 4920.222656
	Iteration 10Q: 3 clusters Score -2630623 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2631201.750000 Penalty: 4920.222656
	Iteration 11Q: 3 clusters Score -2631202 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2631877.500000 Penalty: 4920.222656
	Iteration 12Q: 3 clusters Score -2631878 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2632586.250000 Penalty: 4920.222656
	Iteration 13Q: 3 clusters Score -2632586 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2633249.000000 Penalty: 4920.222656
	Iteration 14Q: 3 clusters Score -2633249 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2633774.500000 Penalty: 4920.222656
	Iteration 15Q: 3 clusters Score -2633774 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2634176.000000 Penalty: 4920.222656
	Iteration 16Q: 3 clusters Score -2634176 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2634452.250000 Penalty: 4920.222656
	Iteration 17Q: 3 clusters Score -2634452 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2634676.500000 Penalty: 4920.222656
	Iteration 18Q: 3 clusters Score -2634676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2634822.750000 Penalty: 4920.222656
	Iteration 19Q: 3 clusters Score -2634823 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2634913.750000 Penalty: 4920.222656
	Iteration 20F: 3 clusters Score -2634914 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2635005.750000 Penalty: 4920.222656
	Iteration 21Q: 3 clusters Score -2635006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2635069.000000 Penalty: 4920.222656
	Iteration 22Q: 3 clusters Score -2635069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2635110.250000 Penalty: 4920.222656
	Iteration 23Q: 3 clusters Score -2635110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2635148.750000 Penalty: 4920.222656
	Iteration 24Q: 3 clusters Score -2635149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2635159.500000 Penalty: 4920.222656
	Iteration 25Q: 3 clusters Score -2635160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2635188.250000 Penalty: 4920.222656
	Iteration 26Q: 3 clusters Score -2635188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2635201.500000 Penalty: 4920.222656
	Iteration 27Q: 3 clusters Score -2635202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2635216.250000 Penalty: 4920.222656
	Iteration 28Q: 3 clusters Score -2635216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2635224.250000 Penalty: 4920.222656
	Iteration 29Q: 3 clusters Score -2635224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2635244.750000 Penalty: 4920.222656
	Iteration 30Q: 3 clusters Score -2635245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2635244.000000 Penalty: 4920.222656
	Iteration 31Q: 3 clusters Score -2635244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2635254.750000 Penalty: 4920.222656
	Iteration 32Q: 3 clusters Score -2635255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2635260.750000 Penalty: 4920.222656
	Iteration 33Q: 3 clusters Score -2635261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2635269.000000 Penalty: 4920.222656
	Iteration 34Q: 3 clusters Score -2635269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2635264.000000 Penalty: 4920.222656
	Iteration 35Q: 3 clusters Score -2635264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2635267.500000 Penalty: 4920.222656
	Iteration 36Q: 3 clusters Score -2635268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2635273.750000 Penalty: 4920.222656
	Iteration 37Q: 3 clusters Score -2635274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2635271.000000 Penalty: 4920.222656
	Iteration 38Q: 3 clusters Score -2635271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2635280.000000 Penalty: 4920.222656
	Iteration 39Q: 3 clusters Score -2635280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2635276.250000 Penalty: 4920.222656
	Iteration 40F: 3 clusters Score -2635276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2635284.000000 Penalty: 4920.222656
	Iteration 41Q: 3 clusters Score -2635284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2635283.750000 Penalty: 4920.222656
	Iteration 42Q: 3 clusters Score -2635284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2635288.000000 Penalty: 4920.222656
	Iteration 43Q: 3 clusters Score -2635288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2635292.000000 Penalty: 4920.222656
	Iteration 44Q: 3 clusters Score -2635292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2635297.500000 Penalty: 4920.222656
	Iteration 45Q: 3 clusters Score -2635298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2635298.500000 Penalty: 4920.222656
	Iteration 46Q: 3 clusters Score -2635298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2635297.250000 Penalty: 4920.222656
	Iteration 47Q: 3 clusters Score -2635297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2635302.250000 Penalty: 4920.222656
	Iteration 48Q: 3 clusters Score -2635302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2635299.750000 Penalty: 4920.222656
	Iteration 49Q: 3 clusters Score -2635300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2635303.000000 Penalty: 4920.222656
	Iteration 50Q: 3 clusters Score -2635303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2635300.000000 Penalty: 4920.222656
	Iteration 51Q: 3 clusters Score -2635300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2635300.500000 Penalty: 4920.222656
	Iteration 52Q: 3 clusters Score -2635300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2635300.750000 Penalty: 4920.222656
	Iteration 53Q: 3 clusters Score -2635301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2635304.000000 Penalty: 4920.222656
	Iteration 54Q: 3 clusters Score -2635304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2635305.500000 Penalty: 4920.222656
	Iteration 55Q: 3 clusters Score -2635306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2635307.750000 Penalty: 4920.222656
	Iteration 56Q: 3 clusters Score -2635308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2635313.750000 Penalty: 4920.222656
	Iteration 57Q: 3 clusters Score -2635314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2635312.750000 Penalty: 4920.222656
	Iteration 58Q: 3 clusters Score -2635313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2635312.750000 Penalty: 4920.222656
	Iteration 59F: 3 clusters Score -2635313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -112385.117188 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -112385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110631.039062 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -110631 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111069.687500 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -111069.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -111232.468750 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -111232.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -111323.492188 Penalty: 3388.113770
	Iteration 3F: 3 clusters Score -111323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -111362.757812 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -111362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -111384.984375 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -111385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -111408.148438 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -111408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -111422.414062 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -111422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -111441.929688 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -111441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -111450.734375 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -111450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -111462.695312 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -111462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -111472.890625 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -111472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -111486.757812 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -111486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -111492.343750 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -111492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -111497.335938 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -111497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -111501.328125 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -111501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -111503.656250 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -111503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -111508.882812 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -111508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -111512.617188 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -111512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -111512.617188 Penalty: 3388.113770
	Iteration 19F: 3 clusters Score -111512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Entering Unmasked Estep 
Score: -19930540.000000 Penalty: 2964.258789
	Iteration 0F: 2 clusters Score -1.993054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -19829982.000000 Penalty: 5928.517578
	Iteration 0F: 3 clusters Score -1.982998e+07 nChanged 74095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -19873220.000000 Penalty: 5928.517578
	Iteration 1F: 3 clusters Score -1.987322e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -19874330.000000 Penalty: 5928.517578
	Iteration 2Q: 3 clusters Score -1.987433e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -19875942.000000 Penalty: 5928.517578
	Iteration 3Q: 3 clusters Score -1.987594e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -19878626.000000 Penalty: 5928.517578
	Iteration 4Q: 3 clusters Score -1.987863e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -19883508.000000 Penalty: 5928.517578
	Iteration 5F: 3 clusters Score -1.988351e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -19890878.000000 Penalty: 5928.517578
	Iteration 6F: 3 clusters Score -1.989088e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -19900546.000000 Penalty: 5928.517578
	Iteration 7F: 3 clusters Score -1.990055e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -19910186.000000 Penalty: 5928.517578
	Iteration 8F: 3 clusters Score -1.991019e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -19918598.000000 Penalty: 5928.517578
	Iteration 9F: 3 clusters Score -1.99186e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -19924060.000000 Penalty: 5928.517578
	Iteration 10Q: 3 clusters Score -1.992406e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -19926298.000000 Penalty: 5928.517578
	Iteration 11Q: 3 clusters Score -1.99263e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -19927092.000000 Penalty: 5928.517578
	Iteration 12Q: 3 clusters Score -1.992709e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -19927626.000000 Penalty: 5928.517578
	Iteration 13Q: 3 clusters Score -1.992763e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -19927884.000000 Penalty: 5928.517578
	Iteration 14Q: 3 clusters Score -1.992788e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -19928068.000000 Penalty: 5928.517578
	Iteration 15Q: 3 clusters Score -1.992807e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 132369 members 
Entering Unmasked Estep 
Score: -19928232.000000 Penalty: 5928.517578
	Iteration 16Q: 3 clusters Score -1.992823e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -19928292.000000 Penalty: 5928.517578
	Iteration 17Q: 3 clusters Score -1.992829e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -19928432.000000 Penalty: 5928.517578
	Iteration 18Q: 3 clusters Score -1.992843e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -19928456.000000 Penalty: 5928.517578
	Iteration 19Q: 3 clusters Score -1.992846e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 135533 members 
Entering Unmasked Estep 
Score: -19928570.000000 Penalty: 5928.517578
	Iteration 20F: 3 clusters Score -1.992857e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -19928518.000000 Penalty: 5928.517578
	Iteration 21Q: 3 clusters Score -1.992852e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -19928568.000000 Penalty: 5928.517578
	Iteration 22Q: 3 clusters Score -1.992857e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -19928586.000000 Penalty: 5928.517578
	Iteration 23Q: 3 clusters Score -1.992859e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -19928670.000000 Penalty: 5928.517578
	Iteration 24Q: 3 clusters Score -1.992867e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 138882 members 
Entering Unmasked Estep 
Score: -19928612.000000 Penalty: 5928.517578
	Iteration 25Q: 3 clusters Score -1.992861e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -19928646.000000 Penalty: 5928.517578
	Iteration 26Q: 3 clusters Score -1.992865e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -19928700.000000 Penalty: 5928.517578
	Iteration 27Q: 3 clusters Score -1.99287e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 140586 members 
Entering Unmasked Estep 
Score: -19928726.000000 Penalty: 5928.517578
	Iteration 28Q: 3 clusters Score -1.992873e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -19928812.000000 Penalty: 5928.517578
	Iteration 29Q: 3 clusters Score -1.992881e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 141581 members 
Entering Unmasked Estep 
Score: -19928780.000000 Penalty: 5928.517578
	Iteration 30Q: 3 clusters Score -1.992878e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
Score: -19928858.000000 Penalty: 5928.517578
	Iteration 31Q: 3 clusters Score -1.992886e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -19928808.000000 Penalty: 5928.517578
	Iteration 32Q: 3 clusters Score -1.992881e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -19928808.000000 Penalty: 5928.517578
	Iteration 33Q: 3 clusters Score -1.992881e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -19928816.000000 Penalty: 5928.517578
	Iteration 34Q: 3 clusters Score -1.992882e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -19928810.000000 Penalty: 5928.517578
	Iteration 35Q: 3 clusters Score -1.992881e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 143880 members 
Entering Unmasked Estep 
Score: -19928798.000000 Penalty: 5928.517578
	Iteration 36Q: 3 clusters Score -1.99288e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -19928802.000000 Penalty: 5928.517578
	Iteration 37Q: 3 clusters Score -1.99288e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -19928812.000000 Penalty: 5928.517578
	Iteration 38Q: 3 clusters Score -1.992881e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 144850 members 
Entering Unmasked Estep 
Score: -19928824.000000 Penalty: 5928.517578
	Iteration 39Q: 3 clusters Score -1.992882e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -19928792.000000 Penalty: 5928.517578
	Iteration 40F: 3 clusters Score -1.992879e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -19928774.000000 Penalty: 5928.517578
	Iteration 41Q: 3 clusters Score -1.992877e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 145641 members 
Entering Unmasked Estep 
Score: -19928742.000000 Penalty: 5928.517578
	Iteration 42Q: 3 clusters Score -1.992874e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -19928744.000000 Penalty: 5928.517578
	Iteration 43Q: 3 clusters Score -1.992874e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -19928716.000000 Penalty: 5928.517578
	Iteration 44Q: 3 clusters Score -1.992872e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -19928690.000000 Penalty: 5928.517578
	Iteration 45Q: 3 clusters Score -1.992869e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -19928732.000000 Penalty: 5928.517578
	Iteration 46Q: 3 clusters Score -1.992873e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -19928728.000000 Penalty: 5928.517578
	Iteration 47Q: 3 clusters Score -1.992873e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -19928692.000000 Penalty: 5928.517578
	Iteration 48Q: 3 clusters Score -1.992869e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -19928724.000000 Penalty: 5928.517578
	Iteration 49Q: 3 clusters Score -1.992872e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -19928740.000000 Penalty: 5928.517578
	Iteration 50Q: 3 clusters Score -1.992874e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -19928760.000000 Penalty: 5928.517578
	Iteration 51Q: 3 clusters Score -1.992876e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 147585 members 
Entering Unmasked Estep 
Score: -19928756.000000 Penalty: 5928.517578
	Iteration 52Q: 3 clusters Score -1.992876e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 147716 members 
Entering Unmasked Estep 
Score: -19928748.000000 Penalty: 5928.517578
	Iteration 53Q: 3 clusters Score -1.992875e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -19928720.000000 Penalty: 5928.517578
	Iteration 54Q: 3 clusters Score -1.992872e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -19928738.000000 Penalty: 5928.517578
	Iteration 55Q: 3 clusters Score -1.992874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -19928714.000000 Penalty: 5928.517578
	Iteration 56Q: 3 clusters Score -1.992871e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -19928702.000000 Penalty: 5928.517578
	Iteration 57Q: 3 clusters Score -1.99287e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -19928708.000000 Penalty: 5928.517578
	Iteration 58Q: 3 clusters Score -1.992871e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -19928690.000000 Penalty: 5928.517578
	Iteration 59Q: 3 clusters Score -1.992869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 148446 members 
Entering Unmasked Estep 
Score: -19928668.000000 Penalty: 5928.517578
	Iteration 60F: 3 clusters Score -1.992867e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 148536 members 
Entering Unmasked Estep 
Score: -19928652.000000 Penalty: 5928.517578
	Iteration 61Q: 3 clusters Score -1.992865e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 148610 members 
Entering Unmasked Estep 
Score: -19928670.000000 Penalty: 5928.517578
	Iteration 62Q: 3 clusters Score -1.992867e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -19928668.000000 Penalty: 5928.517578
	Iteration 63Q: 3 clusters Score -1.992867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -19928656.000000 Penalty: 5928.517578
	Iteration 64Q: 3 clusters Score -1.992866e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -19928620.000000 Penalty: 5928.517578
	Iteration 65Q: 3 clusters Score -1.992862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -19928646.000000 Penalty: 5928.517578
	Iteration 66Q: 3 clusters Score -1.992865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -19928618.000000 Penalty: 5928.517578
	Iteration 67Q: 3 clusters Score -1.992862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -19928584.000000 Penalty: 5928.517578
	Iteration 68Q: 3 clusters Score -1.992858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 149019 members 
Entering Unmasked Estep 
Score: -19928564.000000 Penalty: 5928.517578
	Iteration 69Q: 3 clusters Score -1.992856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -19928592.000000 Penalty: 5928.517578
	Iteration 70Q: 3 clusters Score -1.992859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 149131 members 
Entering Unmasked Estep 
Score: -19928590.000000 Penalty: 5928.517578
	Iteration 71Q: 3 clusters Score -1.992859e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -19928564.000000 Penalty: 5928.517578
	Iteration 72Q: 3 clusters Score -1.992856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -19928568.000000 Penalty: 5928.517578
	Iteration 73Q: 3 clusters Score -1.992857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -19928558.000000 Penalty: 5928.517578
	Iteration 74Q: 3 clusters Score -1.992856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -19928566.000000 Penalty: 5928.517578
	Iteration 75Q: 3 clusters Score -1.992857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -19928586.000000 Penalty: 5928.517578
	Iteration 76Q: 3 clusters Score -1.992859e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -19928584.000000 Penalty: 5928.517578
	Iteration 77Q: 3 clusters Score -1.992858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -19928576.000000 Penalty: 5928.517578
	Iteration 78Q: 3 clusters Score -1.992858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -19928584.000000 Penalty: 5928.517578
	Iteration 79Q: 3 clusters Score -1.992858e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -19928614.000000 Penalty: 5928.517578
	Iteration 80F: 3 clusters Score -1.992861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 149620 members 
Entering Unmasked Estep 
Score: -19928642.000000 Penalty: 5928.517578
	Iteration 81Q: 3 clusters Score -1.992864e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -19928632.000000 Penalty: 5928.517578
	Iteration 82Q: 3 clusters Score -1.992863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -19928612.000000 Penalty: 5928.517578
	Iteration 83Q: 3 clusters Score -1.992861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 149785 members 
Entering Unmasked Estep 
Score: -19928604.000000 Penalty: 5928.517578
	Iteration 84Q: 3 clusters Score -1.99286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
Score: -19928574.000000 Penalty: 5928.517578
	Iteration 85Q: 3 clusters Score -1.992857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -19928570.000000 Penalty: 5928.517578
	Iteration 86Q: 3 clusters Score -1.992857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -19928522.000000 Penalty: 5928.517578
	Iteration 87Q: 3 clusters Score -1.992852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 149975 members 
Entering Unmasked Estep 
Score: -19928546.000000 Penalty: 5928.517578
	Iteration 88Q: 3 clusters Score -1.992855e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -19928532.000000 Penalty: 5928.517578
	Iteration 89Q: 3 clusters Score -1.992853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 150048 members 
Entering Unmasked Estep 
Score: -19928528.000000 Penalty: 5928.517578
	Iteration 90Q: 3 clusters Score -1.992853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 150086 members 
Entering Unmasked Estep 
Score: -19928554.000000 Penalty: 5928.517578
	Iteration 91Q: 3 clusters Score -1.992855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 150118 members 
Entering Unmasked Estep 
Score: -19928524.000000 Penalty: 5928.517578
	Iteration 92Q: 3 clusters Score -1.992852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 150148 members 
Entering Unmasked Estep 
Score: -19928538.000000 Penalty: 5928.517578
	Iteration 93Q: 3 clusters Score -1.992854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -19928532.000000 Penalty: 5928.517578
	Iteration 94Q: 3 clusters Score -1.992853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -19928538.000000 Penalty: 5928.517578
	Iteration 95Q: 3 clusters Score -1.992854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 150240 members 
Entering Unmasked Estep 
Score: -19928526.000000 Penalty: 5928.517578
	Iteration 96Q: 3 clusters Score -1.992853e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -19928526.000000 Penalty: 5928.517578
	Iteration 97Q: 3 clusters Score -1.992853e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -19928492.000000 Penalty: 5928.517578
	Iteration 98Q: 3 clusters Score -1.992849e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -19928524.000000 Penalty: 5928.517578
	Iteration 99Q: 3 clusters Score -1.992852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -19928504.000000 Penalty: 5928.517578
	Iteration 100F: 3 clusters Score -1.99285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 150424 members 
Entering Unmasked Estep 
Score: -19928474.000000 Penalty: 5928.517578
	Iteration 101Q: 3 clusters Score -1.992847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -19928474.000000 Penalty: 5928.517578
	Iteration 102Q: 3 clusters Score -1.992847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 150492 members 
Entering Unmasked Estep 
Score: -19928498.000000 Penalty: 5928.517578
	Iteration 103Q: 3 clusters Score -1.99285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -19928506.000000 Penalty: 5928.517578
	Iteration 104Q: 3 clusters Score -1.992851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -19928502.000000 Penalty: 5928.517578
	Iteration 105Q: 3 clusters Score -1.99285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -19928470.000000 Penalty: 5928.517578
	Iteration 106Q: 3 clusters Score -1.992847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -19928466.000000 Penalty: 5928.517578
	Iteration 107Q: 3 clusters Score -1.992847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -19928464.000000 Penalty: 5928.517578
	Iteration 108Q: 3 clusters Score -1.992846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -19928450.000000 Penalty: 5928.517578
	Iteration 109Q: 3 clusters Score -1.992845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
Score: -19928444.000000 Penalty: 5928.517578
	Iteration 110Q: 3 clusters Score -1.992844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -19928474.000000 Penalty: 5928.517578
	Iteration 111Q: 3 clusters Score -1.992847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 150716 members 
Entering Unmasked Estep 
Score: -19928482.000000 Penalty: 5928.517578
	Iteration 112Q: 3 clusters Score -1.992848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 150734 members 
Entering Unmasked Estep 
Score: -19928462.000000 Penalty: 5928.517578
	Iteration 113Q: 3 clusters Score -1.992846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 150747 members 
Entering Unmasked Estep 
Score: -19928452.000000 Penalty: 5928.517578
	Iteration 114Q: 3 clusters Score -1.992845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -19928442.000000 Penalty: 5928.517578
	Iteration 115Q: 3 clusters Score -1.992844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -19928456.000000 Penalty: 5928.517578
	Iteration 116Q: 3 clusters Score -1.992846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 150807 members 
Entering Unmasked Estep 
Score: -19928454.000000 Penalty: 5928.517578
	Iteration 117Q: 3 clusters Score -1.992845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 150828 members 
Entering Unmasked Estep 
Score: -19928448.000000 Penalty: 5928.517578
	Iteration 118Q: 3 clusters Score -1.992845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 150852 members 
Entering Unmasked Estep 
Score: -19928436.000000 Penalty: 5928.517578
	Iteration 119Q: 3 clusters Score -1.992844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -19928422.000000 Penalty: 5928.517578
	Iteration 120F: 3 clusters Score -1.992842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -19928434.000000 Penalty: 5928.517578
	Iteration 121Q: 3 clusters Score -1.992843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 150916 members 
Entering Unmasked Estep 
Score: -19928408.000000 Penalty: 5928.517578
	Iteration 122Q: 3 clusters Score -1.992841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 150936 members 
Entering Unmasked Estep 
Score: -19928432.000000 Penalty: 5928.517578
	Iteration 123Q: 3 clusters Score -1.992843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -19928424.000000 Penalty: 5928.517578
	Iteration 124Q: 3 clusters Score -1.992842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 150958 members 
Entering Unmasked Estep 
Score: -19928436.000000 Penalty: 5928.517578
	Iteration 125Q: 3 clusters Score -1.992844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -19928436.000000 Penalty: 5928.517578
	Iteration 126Q: 3 clusters Score -1.992844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -19928426.000000 Penalty: 5928.517578
	Iteration 127Q: 3 clusters Score -1.992843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -19928434.000000 Penalty: 5928.517578
	Iteration 128Q: 3 clusters Score -1.992843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -19928440.000000 Penalty: 5928.517578
	Iteration 129Q: 3 clusters Score -1.992844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -19928436.000000 Penalty: 5928.517578
	Iteration 130Q: 3 clusters Score -1.992844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -19928410.000000 Penalty: 5928.517578
	Iteration 131Q: 3 clusters Score -1.992841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -19928424.000000 Penalty: 5928.517578
	Iteration 132Q: 3 clusters Score -1.992842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -19928434.000000 Penalty: 5928.517578
	Iteration 133Q: 3 clusters Score -1.992843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -19928430.000000 Penalty: 5928.517578
	Iteration 134Q: 3 clusters Score -1.992843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -19928438.000000 Penalty: 5928.517578
	Iteration 135Q: 3 clusters Score -1.992844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -19928414.000000 Penalty: 5928.517578
	Iteration 136Q: 3 clusters Score -1.992841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -19928430.000000 Penalty: 5928.517578
	Iteration 137Q: 3 clusters Score -1.992843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -19928418.000000 Penalty: 5928.517578
	Iteration 138Q: 3 clusters Score -1.992842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -19928422.000000 Penalty: 5928.517578
	Iteration 139Q: 3 clusters Score -1.992842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -19928432.000000 Penalty: 5928.517578
	Iteration 140F: 3 clusters Score -1.992843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -19928428.000000 Penalty: 5928.517578
	Iteration 141Q: 3 clusters Score -1.992843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -19928434.000000 Penalty: 5928.517578
	Iteration 142Q: 3 clusters Score -1.992843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -19928438.000000 Penalty: 5928.517578
	Iteration 143Q: 3 clusters Score -1.992844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -19928428.000000 Penalty: 5928.517578
	Iteration 144Q: 3 clusters Score -1.992843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -19928426.000000 Penalty: 5928.517578
	Iteration 145Q: 3 clusters Score -1.992843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -19928426.000000 Penalty: 5928.517578
	Iteration 146F: 3 clusters Score -1.992843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Entering Unmasked Estep 
Score: -4282707.000000 Penalty: 2591.618896
	Iteration 0F: 2 clusters Score -4282707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4258949.000000 Penalty: 5183.237793
	Iteration 0F: 3 clusters Score -4258949 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4267587.000000 Penalty: 5183.237793
	Iteration 1F: 3 clusters Score -4267587 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4268059.000000 Penalty: 5183.237793
	Iteration 2Q: 3 clusters Score -4268059 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4268519.500000 Penalty: 5183.237793
	Iteration 3Q: 3 clusters Score -4268520 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4269028.500000 Penalty: 5183.237793
	Iteration 4Q: 3 clusters Score -4269028 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4269598.500000 Penalty: 5183.237793
	Iteration 5Q: 3 clusters Score -4269598 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4270370.000000 Penalty: 5183.237793
	Iteration 6Q: 3 clusters Score -4270370 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4271560.000000 Penalty: 5183.237793
	Iteration 7F: 3 clusters Score -4271560 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4273272.000000 Penalty: 5183.237793
	Iteration 8F: 3 clusters Score -4273272 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4275425.500000 Penalty: 5183.237793
	Iteration 9F: 3 clusters Score -4275426 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4277570.500000 Penalty: 5183.237793
	Iteration 10F: 3 clusters Score -4277570 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4279130.000000 Penalty: 5183.237793
	Iteration 11Q: 3 clusters Score -4279130 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4279870.000000 Penalty: 5183.237793
	Iteration 12Q: 3 clusters Score -4279870 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4280167.500000 Penalty: 5183.237793
	Iteration 13Q: 3 clusters Score -4280168 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4280312.500000 Penalty: 5183.237793
	Iteration 14Q: 3 clusters Score -4280312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4280391.500000 Penalty: 5183.237793
	Iteration 15Q: 3 clusters Score -4280392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4280423.000000 Penalty: 5183.237793
	Iteration 16Q: 3 clusters Score -4280423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4280437.500000 Penalty: 5183.237793
	Iteration 17Q: 3 clusters Score -4280438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4280453.000000 Penalty: 5183.237793
	Iteration 18Q: 3 clusters Score -4280453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4280465.500000 Penalty: 5183.237793
	Iteration 19Q: 3 clusters Score -4280466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4280471.000000 Penalty: 5183.237793
	Iteration 20F: 3 clusters Score -4280471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4280470.500000 Penalty: 5183.237793
	Iteration 21Q: 3 clusters Score -4280470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4280473.000000 Penalty: 5183.237793
	Iteration 22Q: 3 clusters Score -4280473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4280474.000000 Penalty: 5183.237793
	Iteration 23Q: 3 clusters Score -4280474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4280474.000000 Penalty: 5183.237793
	Iteration 24F: 3 clusters Score -4280474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -2754189.500000 Penalty: 2471.146484
	Iteration 0F: 2 clusters Score -2754190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2739221.250000 Penalty: 4942.292969
	Iteration 0F: 3 clusters Score -2739221 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2744292.250000 Penalty: 4942.292969
	Iteration 1F: 3 clusters Score -2744292 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2744745.500000 Penalty: 4942.292969
	Iteration 2F: 3 clusters Score -2744746 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2745197.000000 Penalty: 4942.292969
	Iteration 3Q: 3 clusters Score -2745197 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2745590.750000 Penalty: 4942.292969
	Iteration 4Q: 3 clusters Score -2745591 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2745960.000000 Penalty: 4942.292969
	Iteration 5Q: 3 clusters Score -2745960 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2746340.750000 Penalty: 4942.292969
	Iteration 6Q: 3 clusters Score -2746341 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2746747.000000 Penalty: 4942.292969
	Iteration 7Q: 3 clusters Score -2746747 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2747244.500000 Penalty: 4942.292969
	Iteration 8Q: 3 clusters Score -2747244 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2747803.250000 Penalty: 4942.292969
	Iteration 9Q: 3 clusters Score -2747803 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2748404.750000 Penalty: 4942.292969
	Iteration 10Q: 3 clusters Score -2748405 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2749044.500000 Penalty: 4942.292969
	Iteration 11Q: 3 clusters Score -2749044 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2749536.750000 Penalty: 4942.292969
	Iteration 12Q: 3 clusters Score -2749537 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2749826.250000 Penalty: 4942.292969
	Iteration 13Q: 3 clusters Score -2749826 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2749983.500000 Penalty: 4942.292969
	Iteration 14Q: 3 clusters Score -2749984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2750075.000000 Penalty: 4942.292969
	Iteration 15Q: 3 clusters Score -2750075 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2750155.250000 Penalty: 4942.292969
	Iteration 16Q: 3 clusters Score -2750155 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2750221.000000 Penalty: 4942.292969
	Iteration 17Q: 3 clusters Score -2750221 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2750257.500000 Penalty: 4942.292969
	Iteration 18Q: 3 clusters Score -2750258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2750290.250000 Penalty: 4942.292969
	Iteration 19Q: 3 clusters Score -2750290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2750325.750000 Penalty: 4942.292969
	Iteration 20F: 3 clusters Score -2750326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2750370.500000 Penalty: 4942.292969
	Iteration 21Q: 3 clusters Score -2750370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2750411.750000 Penalty: 4942.292969
	Iteration 22Q: 3 clusters Score -2750412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2750443.500000 Penalty: 4942.292969
	Iteration 23Q: 3 clusters Score -2750444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2750490.500000 Penalty: 4942.292969
	Iteration 24Q: 3 clusters Score -2750490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2750538.500000 Penalty: 4942.292969
	Iteration 25Q: 3 clusters Score -2750538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2750575.250000 Penalty: 4942.292969
	Iteration 26Q: 3 clusters Score -2750575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2750608.250000 Penalty: 4942.292969
	Iteration 27Q: 3 clusters Score -2750608 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2750651.000000 Penalty: 4942.292969
	Iteration 28Q: 3 clusters Score -2750651 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2750695.500000 Penalty: 4942.292969
	Iteration 29Q: 3 clusters Score -2750696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2750733.500000 Penalty: 4942.292969
	Iteration 30Q: 3 clusters Score -2750734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2750784.750000 Penalty: 4942.292969
	Iteration 31Q: 3 clusters Score -2750785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2750820.000000 Penalty: 4942.292969
	Iteration 32Q: 3 clusters Score -2750820 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2750870.750000 Penalty: 4942.292969
	Iteration 33Q: 3 clusters Score -2750871 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2750897.250000 Penalty: 4942.292969
	Iteration 34Q: 3 clusters Score -2750897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2750922.250000 Penalty: 4942.292969
	Iteration 35Q: 3 clusters Score -2750922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2750954.750000 Penalty: 4942.292969
	Iteration 36Q: 3 clusters Score -2750955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2750980.500000 Penalty: 4942.292969
	Iteration 37Q: 3 clusters Score -2750980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2751002.000000 Penalty: 4942.292969
	Iteration 38Q: 3 clusters Score -2751002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2751037.500000 Penalty: 4942.292969
	Iteration 39Q: 3 clusters Score -2751038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2751062.750000 Penalty: 4942.292969
	Iteration 40F: 3 clusters Score -2751063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2751094.500000 Penalty: 4942.292969
	Iteration 41Q: 3 clusters Score -2751094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2751109.500000 Penalty: 4942.292969
	Iteration 42Q: 3 clusters Score -2751110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2751144.750000 Penalty: 4942.292969
	Iteration 43Q: 3 clusters Score -2751145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2751172.000000 Penalty: 4942.292969
	Iteration 44Q: 3 clusters Score -2751172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2751192.000000 Penalty: 4942.292969
	Iteration 45Q: 3 clusters Score -2751192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2751230.500000 Penalty: 4942.292969
	Iteration 46Q: 3 clusters Score -2751230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2751258.500000 Penalty: 4942.292969
	Iteration 47Q: 3 clusters Score -2751258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2751284.750000 Penalty: 4942.292969
	Iteration 48Q: 3 clusters Score -2751285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2751304.000000 Penalty: 4942.292969
	Iteration 49Q: 3 clusters Score -2751304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2751320.000000 Penalty: 4942.292969
	Iteration 50Q: 3 clusters Score -2751320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2751344.750000 Penalty: 4942.292969
	Iteration 51Q: 3 clusters Score -2751345 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2751361.250000 Penalty: 4942.292969
	Iteration 52Q: 3 clusters Score -2751361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2751386.750000 Penalty: 4942.292969
	Iteration 53Q: 3 clusters Score -2751387 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2751391.500000 Penalty: 4942.292969
	Iteration 54Q: 3 clusters Score -2751392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2751408.250000 Penalty: 4942.292969
	Iteration 55Q: 3 clusters Score -2751408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2751424.000000 Penalty: 4942.292969
	Iteration 56Q: 3 clusters Score -2751424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2751443.750000 Penalty: 4942.292969
	Iteration 57Q: 3 clusters Score -2751444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2751448.750000 Penalty: 4942.292969
	Iteration 58Q: 3 clusters Score -2751449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2751475.750000 Penalty: 4942.292969
	Iteration 59Q: 3 clusters Score -2751476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2751481.500000 Penalty: 4942.292969
	Iteration 60F: 3 clusters Score -2751482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2751493.500000 Penalty: 4942.292969
	Iteration 61Q: 3 clusters Score -2751494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2751507.250000 Penalty: 4942.292969
	Iteration 62Q: 3 clusters Score -2751507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2751512.750000 Penalty: 4942.292969
	Iteration 63Q: 3 clusters Score -2751513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2751530.250000 Penalty: 4942.292969
	Iteration 64Q: 3 clusters Score -2751530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2751545.250000 Penalty: 4942.292969
	Iteration 65Q: 3 clusters Score -2751545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2751560.750000 Penalty: 4942.292969
	Iteration 66Q: 3 clusters Score -2751561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2751560.000000 Penalty: 4942.292969
	Iteration 67Q: 3 clusters Score -2751560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2751583.250000 Penalty: 4942.292969
	Iteration 68Q: 3 clusters Score -2751583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2751603.000000 Penalty: 4942.292969
	Iteration 69Q: 3 clusters Score -2751603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2751627.250000 Penalty: 4942.292969
	Iteration 70Q: 3 clusters Score -2751627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2751649.000000 Penalty: 4942.292969
	Iteration 71Q: 3 clusters Score -2751649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2751659.750000 Penalty: 4942.292969
	Iteration 72Q: 3 clusters Score -2751660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2751682.750000 Penalty: 4942.292969
	Iteration 73Q: 3 clusters Score -2751683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2751705.750000 Penalty: 4942.292969
	Iteration 74Q: 3 clusters Score -2751706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2751717.250000 Penalty: 4942.292969
	Iteration 75Q: 3 clusters Score -2751717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2751727.250000 Penalty: 4942.292969
	Iteration 76Q: 3 clusters Score -2751727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2751743.000000 Penalty: 4942.292969
	Iteration 77Q: 3 clusters Score -2751743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2751767.000000 Penalty: 4942.292969
	Iteration 78Q: 3 clusters Score -2751767 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2751781.500000 Penalty: 4942.292969
	Iteration 79Q: 3 clusters Score -2751782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2751802.750000 Penalty: 4942.292969
	Iteration 80F: 3 clusters Score -2751803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2751826.750000 Penalty: 4942.292969
	Iteration 81Q: 3 clusters Score -2751827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2751847.000000 Penalty: 4942.292969
	Iteration 82Q: 3 clusters Score -2751847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2751856.750000 Penalty: 4942.292969
	Iteration 83Q: 3 clusters Score -2751857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2751869.000000 Penalty: 4942.292969
	Iteration 84Q: 3 clusters Score -2751869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2751879.750000 Penalty: 4942.292969
	Iteration 85Q: 3 clusters Score -2751880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2751899.500000 Penalty: 4942.292969
	Iteration 86Q: 3 clusters Score -2751900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2751907.250000 Penalty: 4942.292969
	Iteration 87Q: 3 clusters Score -2751907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2751942.750000 Penalty: 4942.292969
	Iteration 88Q: 3 clusters Score -2751943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2751962.750000 Penalty: 4942.292969
	Iteration 89Q: 3 clusters Score -2751963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2751977.750000 Penalty: 4942.292969
	Iteration 90Q: 3 clusters Score -2751978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2751996.250000 Penalty: 4942.292969
	Iteration 91Q: 3 clusters Score -2751996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2752005.750000 Penalty: 4942.292969
	Iteration 92Q: 3 clusters Score -2752006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2752006.750000 Penalty: 4942.292969
	Iteration 93Q: 3 clusters Score -2752007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2752024.250000 Penalty: 4942.292969
	Iteration 94Q: 3 clusters Score -2752024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2752044.000000 Penalty: 4942.292969
	Iteration 95Q: 3 clusters Score -2752044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2752063.250000 Penalty: 4942.292969
	Iteration 96Q: 3 clusters Score -2752063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2752072.750000 Penalty: 4942.292969
	Iteration 97Q: 3 clusters Score -2752073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2752077.750000 Penalty: 4942.292969
	Iteration 98Q: 3 clusters Score -2752078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2752086.750000 Penalty: 4942.292969
	Iteration 99Q: 3 clusters Score -2752087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2752101.500000 Penalty: 4942.292969
	Iteration 100F: 3 clusters Score -2752102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2752109.000000 Penalty: 4942.292969
	Iteration 101Q: 3 clusters Score -2752109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2752121.000000 Penalty: 4942.292969
	Iteration 102Q: 3 clusters Score -2752121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2752125.500000 Penalty: 4942.292969
	Iteration 103Q: 3 clusters Score -2752126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2752131.750000 Penalty: 4942.292969
	Iteration 104Q: 3 clusters Score -2752132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2752140.000000 Penalty: 4942.292969
	Iteration 105Q: 3 clusters Score -2752140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2752150.000000 Penalty: 4942.292969
	Iteration 106Q: 3 clusters Score -2752150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2752152.750000 Penalty: 4942.292969
	Iteration 107Q: 3 clusters Score -2752153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2752157.750000 Penalty: 4942.292969
	Iteration 108Q: 3 clusters Score -2752158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2752161.250000 Penalty: 4942.292969
	Iteration 109Q: 3 clusters Score -2752161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2752171.500000 Penalty: 4942.292969
	Iteration 110Q: 3 clusters Score -2752172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2752179.250000 Penalty: 4942.292969
	Iteration 111Q: 3 clusters Score -2752179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2752183.500000 Penalty: 4942.292969
	Iteration 112Q: 3 clusters Score -2752184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2752189.750000 Penalty: 4942.292969
	Iteration 113Q: 3 clusters Score -2752190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2752196.750000 Penalty: 4942.292969
	Iteration 114Q: 3 clusters Score -2752197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2752200.500000 Penalty: 4942.292969
	Iteration 115Q: 3 clusters Score -2752200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2752201.500000 Penalty: 4942.292969
	Iteration 116Q: 3 clusters Score -2752202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2752201.500000 Penalty: 4942.292969
	Iteration 117Q: 3 clusters Score -2752202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2752201.250000 Penalty: 4942.292969
	Iteration 118Q: 3 clusters Score -2752201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2752206.500000 Penalty: 4942.292969
	Iteration 119Q: 3 clusters Score -2752206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2752208.250000 Penalty: 4942.292969
	Iteration 120F: 3 clusters Score -2752208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2752208.500000 Penalty: 4942.292969
	Iteration 121Q: 3 clusters Score -2752208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2752212.750000 Penalty: 4942.292969
	Iteration 122Q: 3 clusters Score -2752213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2752212.750000 Penalty: 4942.292969
	Iteration 123Q: 3 clusters Score -2752213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2752217.750000 Penalty: 4942.292969
	Iteration 124Q: 3 clusters Score -2752218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2752220.250000 Penalty: 4942.292969
	Iteration 125Q: 3 clusters Score -2752220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2752217.750000 Penalty: 4942.292969
	Iteration 126Q: 3 clusters Score -2752218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2752217.750000 Penalty: 4942.292969
	Iteration 127F: 3 clusters Score -2752218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Entering Unmasked Estep 
Score: -1291373.500000 Penalty: 2301.429932
	Iteration 0F: 2 clusters Score -1291374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1283271.000000 Penalty: 4602.859863
	Iteration 0F: 3 clusters Score -1283271 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1285738.375000 Penalty: 4602.859863
	Iteration 1F: 3 clusters Score -1285738 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1286170.500000 Penalty: 4602.859863
	Iteration 2F: 3 clusters Score -1286170 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1286568.875000 Penalty: 4602.859863
	Iteration 3F: 3 clusters Score -1286569 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1286986.500000 Penalty: 4602.859863
	Iteration 4F: 3 clusters Score -1286986 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1287433.750000 Penalty: 4602.859863
	Iteration 5F: 3 clusters Score -1287434 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1287922.125000 Penalty: 4602.859863
	Iteration 6F: 3 clusters Score -1287922 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1288385.625000 Penalty: 4602.859863
	Iteration 7F: 3 clusters Score -1288386 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1288785.375000 Penalty: 4602.859863
	Iteration 8F: 3 clusters Score -1288785 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1289081.375000 Penalty: 4602.859863
	Iteration 9Q: 3 clusters Score -1289081 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1289301.125000 Penalty: 4602.859863
	Iteration 10Q: 3 clusters Score -1289301 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1289457.875000 Penalty: 4602.859863
	Iteration 11Q: 3 clusters Score -1289458 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1289579.500000 Penalty: 4602.859863
	Iteration 12Q: 3 clusters Score -1289580 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1289673.250000 Penalty: 4602.859863
	Iteration 13Q: 3 clusters Score -1289673 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1289750.625000 Penalty: 4602.859863
	Iteration 14Q: 3 clusters Score -1289751 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1289804.875000 Penalty: 4602.859863
	Iteration 15Q: 3 clusters Score -1289805 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1289849.750000 Penalty: 4602.859863
	Iteration 16Q: 3 clusters Score -1289850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1289895.625000 Penalty: 4602.859863
	Iteration 17Q: 3 clusters Score -1289896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1289947.625000 Penalty: 4602.859863
	Iteration 18Q: 3 clusters Score -1289948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1289996.750000 Penalty: 4602.859863
	Iteration 19Q: 3 clusters Score -1289997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1290035.000000 Penalty: 4602.859863
	Iteration 20F: 3 clusters Score -1290035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1290065.875000 Penalty: 4602.859863
	Iteration 21Q: 3 clusters Score -1290066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1290083.625000 Penalty: 4602.859863
	Iteration 22Q: 3 clusters Score -1290084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1290113.375000 Penalty: 4602.859863
	Iteration 23Q: 3 clusters Score -1290113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1290135.000000 Penalty: 4602.859863
	Iteration 24Q: 3 clusters Score -1290135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1290160.125000 Penalty: 4602.859863
	Iteration 25Q: 3 clusters Score -1290160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1290190.625000 Penalty: 4602.859863
	Iteration 26Q: 3 clusters Score -1290191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1290215.625000 Penalty: 4602.859863
	Iteration 27Q: 3 clusters Score -1290216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1290255.125000 Penalty: 4602.859863
	Iteration 28Q: 3 clusters Score -1290255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1290282.875000 Penalty: 4602.859863
	Iteration 29Q: 3 clusters Score -1290283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1290314.875000 Penalty: 4602.859863
	Iteration 30Q: 3 clusters Score -1290315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1290337.500000 Penalty: 4602.859863
	Iteration 31Q: 3 clusters Score -1290338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1290368.875000 Penalty: 4602.859863
	Iteration 32Q: 3 clusters Score -1290369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1290404.375000 Penalty: 4602.859863
	Iteration 33Q: 3 clusters Score -1290404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1290441.875000 Penalty: 4602.859863
	Iteration 34Q: 3 clusters Score -1290442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1290461.375000 Penalty: 4602.859863
	Iteration 35Q: 3 clusters Score -1290461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1290482.250000 Penalty: 4602.859863
	Iteration 36Q: 3 clusters Score -1290482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1290493.250000 Penalty: 4602.859863
	Iteration 37Q: 3 clusters Score -1290493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1290510.375000 Penalty: 4602.859863
	Iteration 38Q: 3 clusters Score -1290510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1290527.500000 Penalty: 4602.859863
	Iteration 39Q: 3 clusters Score -1290528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1290549.000000 Penalty: 4602.859863
	Iteration 40F: 3 clusters Score -1290549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1290563.000000 Penalty: 4602.859863
	Iteration 41Q: 3 clusters Score -1290563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1290568.875000 Penalty: 4602.859863
	Iteration 42Q: 3 clusters Score -1290569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1290581.250000 Penalty: 4602.859863
	Iteration 43Q: 3 clusters Score -1290581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1290598.125000 Penalty: 4602.859863
	Iteration 44Q: 3 clusters Score -1290598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1290608.375000 Penalty: 4602.859863
	Iteration 45Q: 3 clusters Score -1290608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1290615.250000 Penalty: 4602.859863
	Iteration 46Q: 3 clusters Score -1290615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1290620.500000 Penalty: 4602.859863
	Iteration 47Q: 3 clusters Score -1290620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1290627.750000 Penalty: 4602.859863
	Iteration 48Q: 3 clusters Score -1290628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1290630.750000 Penalty: 4602.859863
	Iteration 49Q: 3 clusters Score -1290631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1290634.625000 Penalty: 4602.859863
	Iteration 50Q: 3 clusters Score -1290635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1290639.750000 Penalty: 4602.859863
	Iteration 51Q: 3 clusters Score -1290640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1290648.500000 Penalty: 4602.859863
	Iteration 52Q: 3 clusters Score -1290648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1290655.125000 Penalty: 4602.859863
	Iteration 53Q: 3 clusters Score -1290655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1290656.875000 Penalty: 4602.859863
	Iteration 54Q: 3 clusters Score -1290657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1290666.625000 Penalty: 4602.859863
	Iteration 55Q: 3 clusters Score -1290667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1290667.000000 Penalty: 4602.859863
	Iteration 56Q: 3 clusters Score -1290667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1290668.000000 Penalty: 4602.859863
	Iteration 57Q: 3 clusters Score -1290668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1290668.125000 Penalty: 4602.859863
	Iteration 58Q: 3 clusters Score -1290668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1290668.750000 Penalty: 4602.859863
	Iteration 59Q: 3 clusters Score -1290669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1290670.500000 Penalty: 4602.859863
	Iteration 60F: 3 clusters Score -1290670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1290670.000000 Penalty: 4602.859863
	Iteration 61Q: 3 clusters Score -1290670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1290671.625000 Penalty: 4602.859863
	Iteration 62Q: 3 clusters Score -1290672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1290671.625000 Penalty: 4602.859863
	Iteration 63F: 3 clusters Score -1290672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -172966.656250 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -172966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -170780.937500 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -170780.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -171168.968750 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -171169 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171286.625000 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -171286.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171353.109375 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -171353.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171392.921875 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -171392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171415.953125 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -171416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -171427.093750 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -171427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -171431.828125 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -171431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171435.937500 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -171435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171439.171875 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -171439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -171444.187500 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -171444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171449.734375 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -171449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -171453.359375 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -171453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171456.234375 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -171456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171456.656250 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -171456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171457.593750 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -171457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171457.593750 Penalty: 3606.075195
	Iteration 16F: 3 clusters Score -171457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Entering Unmasked Estep 
Score: -5803683.000000 Penalty: 2656.502441
	Iteration 0F: 2 clusters Score -5803683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5773408.000000 Penalty: 5313.004883
	Iteration 0F: 3 clusters Score -5773408 nChanged 20673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5784936.500000 Penalty: 5313.004883
	Iteration 1F: 3 clusters Score -5784936 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5785551.500000 Penalty: 5313.004883
	Iteration 2Q: 3 clusters Score -5785552 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5786131.500000 Penalty: 5313.004883
	Iteration 3Q: 3 clusters Score -5786132 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5786840.000000 Penalty: 5313.004883
	Iteration 4Q: 3 clusters Score -5786840 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5787690.500000 Penalty: 5313.004883
	Iteration 5Q: 3 clusters Score -5787690 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5788910.000000 Penalty: 5313.004883
	Iteration 6Q: 3 clusters Score -5788910 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5790577.500000 Penalty: 5313.004883
	Iteration 7F: 3 clusters Score -5790578 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5792795.000000 Penalty: 5313.004883
	Iteration 8F: 3 clusters Score -5792795 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5795118.000000 Penalty: 5313.004883
	Iteration 9F: 3 clusters Score -5795118 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5797063.500000 Penalty: 5313.004883
	Iteration 10F: 3 clusters Score -5797064 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5798530.500000 Penalty: 5313.004883
	Iteration 11Q: 3 clusters Score -5798530 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5799741.500000 Penalty: 5313.004883
	Iteration 12Q: 3 clusters Score -5799742 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5800678.500000 Penalty: 5313.004883
	Iteration 13Q: 3 clusters Score -5800678 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5801185.000000 Penalty: 5313.004883
	Iteration 14Q: 3 clusters Score -5801185 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -5801531.500000 Penalty: 5313.004883
	Iteration 15Q: 3 clusters Score -5801532 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5801670.000000 Penalty: 5313.004883
	Iteration 16Q: 3 clusters Score -5801670 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -5801718.500000 Penalty: 5313.004883
	Iteration 17Q: 3 clusters Score -5801718 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5801760.000000 Penalty: 5313.004883
	Iteration 18Q: 3 clusters Score -5801760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5801775.000000 Penalty: 5313.004883
	Iteration 19Q: 3 clusters Score -5801775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -5801787.500000 Penalty: 5313.004883
	Iteration 20F: 3 clusters Score -5801788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5801804.000000 Penalty: 5313.004883
	Iteration 21Q: 3 clusters Score -5801804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5801798.000000 Penalty: 5313.004883
	Iteration 22Q: 3 clusters Score -5801798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5801792.500000 Penalty: 5313.004883
	Iteration 23Q: 3 clusters Score -5801792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5801797.000000 Penalty: 5313.004883
	Iteration 24Q: 3 clusters Score -5801797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5801795.000000 Penalty: 5313.004883
	Iteration 25Q: 3 clusters Score -5801795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5801808.500000 Penalty: 5313.004883
	Iteration 26Q: 3 clusters Score -5801808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5801798.500000 Penalty: 5313.004883
	Iteration 27Q: 3 clusters Score -5801798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -5801812.500000 Penalty: 5313.004883
	Iteration 28Q: 3 clusters Score -5801812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -5801820.000000 Penalty: 5313.004883
	Iteration 29Q: 3 clusters Score -5801820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5801822.000000 Penalty: 5313.004883
	Iteration 30Q: 3 clusters Score -5801822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5801823.500000 Penalty: 5313.004883
	Iteration 31Q: 3 clusters Score -5801824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5801832.500000 Penalty: 5313.004883
	Iteration 32Q: 3 clusters Score -5801832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5801826.500000 Penalty: 5313.004883
	Iteration 33Q: 3 clusters Score -5801826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5801830.500000 Penalty: 5313.004883
	Iteration 34Q: 3 clusters Score -5801830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5801838.000000 Penalty: 5313.004883
	Iteration 35Q: 3 clusters Score -5801838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5801845.500000 Penalty: 5313.004883
	Iteration 36Q: 3 clusters Score -5801846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5801832.000000 Penalty: 5313.004883
	Iteration 37Q: 3 clusters Score -5801832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5801837.500000 Penalty: 5313.004883
	Iteration 38Q: 3 clusters Score -5801838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5801852.000000 Penalty: 5313.004883
	Iteration 39Q: 3 clusters Score -5801852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5801852.500000 Penalty: 5313.004883
	Iteration 40F: 3 clusters Score -5801852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5801837.000000 Penalty: 5313.004883
	Iteration 41Q: 3 clusters Score -5801837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -5801834.000000 Penalty: 5313.004883
	Iteration 42Q: 3 clusters Score -5801834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5801827.500000 Penalty: 5313.004883
	Iteration 43Q: 3 clusters Score -5801828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5801824.500000 Penalty: 5313.004883
	Iteration 44Q: 3 clusters Score -5801824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5801832.000000 Penalty: 5313.004883
	Iteration 45Q: 3 clusters Score -5801832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -5801842.500000 Penalty: 5313.004883
	Iteration 46Q: 3 clusters Score -5801842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5801843.000000 Penalty: 5313.004883
	Iteration 47Q: 3 clusters Score -5801843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5801841.000000 Penalty: 5313.004883
	Iteration 48Q: 3 clusters Score -5801841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5801834.000000 Penalty: 5313.004883
	Iteration 49Q: 3 clusters Score -5801834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5801834.000000 Penalty: 5313.004883
	Iteration 50F: 3 clusters Score -5801834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166203 members 
Entering Unmasked Estep 
Score: -21221054.000000 Penalty: 2981.199463
	Iteration 0F: 2 clusters Score -2.122105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -21112902.000000 Penalty: 5962.398926
	Iteration 0F: 3 clusters Score -2.11129e+07 nChanged 79524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -21160032.000000 Penalty: 5962.398926
	Iteration 1F: 3 clusters Score -2.116003e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -21161674.000000 Penalty: 5962.398926
	Iteration 2Q: 3 clusters Score -2.116167e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -21163950.000000 Penalty: 5962.398926
	Iteration 3Q: 3 clusters Score -2.116395e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -21166714.000000 Penalty: 5962.398926
	Iteration 4Q: 3 clusters Score -2.116671e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -21170346.000000 Penalty: 5962.398926
	Iteration 5Q: 3 clusters Score -2.117035e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -21174944.000000 Penalty: 5962.398926
	Iteration 6F: 3 clusters Score -2.117494e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -21181272.000000 Penalty: 5962.398926
	Iteration 7F: 3 clusters Score -2.118127e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -21188674.000000 Penalty: 5962.398926
	Iteration 8F: 3 clusters Score -2.118867e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -21194948.000000 Penalty: 5962.398926
	Iteration 9F: 3 clusters Score -2.119495e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -21199086.000000 Penalty: 5962.398926
	Iteration 10Q: 3 clusters Score -2.119909e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -21200936.000000 Penalty: 5962.398926
	Iteration 11Q: 3 clusters Score -2.120094e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -21202042.000000 Penalty: 5962.398926
	Iteration 12Q: 3 clusters Score -2.120204e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -21203096.000000 Penalty: 5962.398926
	Iteration 13Q: 3 clusters Score -2.12031e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -21204092.000000 Penalty: 5962.398926
	Iteration 14Q: 3 clusters Score -2.120409e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -21205168.000000 Penalty: 5962.398926
	Iteration 15Q: 3 clusters Score -2.120517e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -21206196.000000 Penalty: 5962.398926
	Iteration 16Q: 3 clusters Score -2.12062e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -21207364.000000 Penalty: 5962.398926
	Iteration 17Q: 3 clusters Score -2.120736e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130799 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -21208438.000000 Penalty: 5962.398926
	Iteration 18Q: 3 clusters Score -2.120844e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -21209772.000000 Penalty: 5962.398926
	Iteration 19Q: 3 clusters Score -2.120977e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -21211068.000000 Penalty: 5962.398926
	Iteration 20F: 3 clusters Score -2.121107e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -21212452.000000 Penalty: 5962.398926
	Iteration 21Q: 3 clusters Score -2.121245e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -21213634.000000 Penalty: 5962.398926
	Iteration 22Q: 3 clusters Score -2.121363e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146009 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -21214888.000000 Penalty: 5962.398926
	Iteration 23Q: 3 clusters Score -2.121489e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148491 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -21215846.000000 Penalty: 5962.398926
	Iteration 24Q: 3 clusters Score -2.121585e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -21216710.000000 Penalty: 5962.398926
	Iteration 25Q: 3 clusters Score -2.121671e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -21217490.000000 Penalty: 5962.398926
	Iteration 26Q: 3 clusters Score -2.121749e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -21218066.000000 Penalty: 5962.398926
	Iteration 27Q: 3 clusters Score -2.121807e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -21218422.000000 Penalty: 5962.398926
	Iteration 28Q: 3 clusters Score -2.121842e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -21218752.000000 Penalty: 5962.398926
	Iteration 29Q: 3 clusters Score -2.121875e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -21218970.000000 Penalty: 5962.398926
	Iteration 30Q: 3 clusters Score -2.121897e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -21219166.000000 Penalty: 5962.398926
	Iteration 31Q: 3 clusters Score -2.121917e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -21219186.000000 Penalty: 5962.398926
	Iteration 32Q: 3 clusters Score -2.121919e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -21219290.000000 Penalty: 5962.398926
	Iteration 33Q: 3 clusters Score -2.121929e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -21219318.000000 Penalty: 5962.398926
	Iteration 34Q: 3 clusters Score -2.121932e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -21219366.000000 Penalty: 5962.398926
	Iteration 35Q: 3 clusters Score -2.121937e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21219474.000000 Penalty: 5962.398926
	Iteration 36Q: 3 clusters Score -2.121947e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21219518.000000 Penalty: 5962.398926
	Iteration 37Q: 3 clusters Score -2.121952e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -21219522.000000 Penalty: 5962.398926
	Iteration 38Q: 3 clusters Score -2.121952e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -21219566.000000 Penalty: 5962.398926
	Iteration 39Q: 3 clusters Score -2.121957e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -21219572.000000 Penalty: 5962.398926
	Iteration 40F: 3 clusters Score -2.121957e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21219604.000000 Penalty: 5962.398926
	Iteration 41Q: 3 clusters Score -2.12196e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21219590.000000 Penalty: 5962.398926
	Iteration 42Q: 3 clusters Score -2.121959e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21219590.000000 Penalty: 5962.398926
	Iteration 43Q: 3 clusters Score -2.121959e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21219612.000000 Penalty: 5962.398926
	Iteration 44Q: 3 clusters Score -2.121961e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21219602.000000 Penalty: 5962.398926
	Iteration 45Q: 3 clusters Score -2.12196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21219596.000000 Penalty: 5962.398926
	Iteration 46Q: 3 clusters Score -2.12196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21219606.000000 Penalty: 5962.398926
	Iteration 47Q: 3 clusters Score -2.121961e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21219598.000000 Penalty: 5962.398926
	Iteration 48Q: 3 clusters Score -2.12196e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -21219574.000000 Penalty: 5962.398926
	Iteration 49Q: 3 clusters Score -2.121957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -21219630.000000 Penalty: 5962.398926
	Iteration 50Q: 3 clusters Score -2.121963e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21219620.000000 Penalty: 5962.398926
	Iteration 51Q: 3 clusters Score -2.121962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21219634.000000 Penalty: 5962.398926
	Iteration 52Q: 3 clusters Score -2.121963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164204 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21219642.000000 Penalty: 5962.398926
	Iteration 53Q: 3 clusters Score -2.121964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21219650.000000 Penalty: 5962.398926
	Iteration 54Q: 3 clusters Score -2.121965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21219654.000000 Penalty: 5962.398926
	Iteration 55Q: 3 clusters Score -2.121965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -21219634.000000 Penalty: 5962.398926
	Iteration 56Q: 3 clusters Score -2.121963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164244 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21219646.000000 Penalty: 5962.398926
	Iteration 57Q: 3 clusters Score -2.121965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21219656.000000 Penalty: 5962.398926
	Iteration 58Q: 3 clusters Score -2.121966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21219650.000000 Penalty: 5962.398926
	Iteration 59Q: 3 clusters Score -2.121965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21219664.000000 Penalty: 5962.398926
	Iteration 60F: 3 clusters Score -2.121966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21219654.000000 Penalty: 5962.398926
	Iteration 61Q: 3 clusters Score -2.121965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21219648.000000 Penalty: 5962.398926
	Iteration 62Q: 3 clusters Score -2.121965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21219640.000000 Penalty: 5962.398926
	Iteration 63Q: 3 clusters Score -2.121964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21219636.000000 Penalty: 5962.398926
	Iteration 64Q: 3 clusters Score -2.121964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21219630.000000 Penalty: 5962.398926
	Iteration 65Q: 3 clusters Score -2.121963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21219636.000000 Penalty: 5962.398926
	Iteration 66Q: 3 clusters Score -2.121964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21219640.000000 Penalty: 5962.398926
	Iteration 67Q: 3 clusters Score -2.121964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -21219638.000000 Penalty: 5962.398926
	Iteration 68Q: 3 clusters Score -2.121964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21219626.000000 Penalty: 5962.398926
	Iteration 69Q: 3 clusters Score -2.121963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21219632.000000 Penalty: 5962.398926
	Iteration 70Q: 3 clusters Score -2.121963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21219628.000000 Penalty: 5962.398926
	Iteration 71Q: 3 clusters Score -2.121963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21219636.000000 Penalty: 5962.398926
	Iteration 72Q: 3 clusters Score -2.121964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21219636.000000 Penalty: 5962.398926
	Iteration 73F: 3 clusters Score -2.121964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Entering Unmasked Estep 
Score: -4781438.000000 Penalty: 2607.542725
	Iteration 0F: 2 clusters Score -4781438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4756516.500000 Penalty: 5215.085449
	Iteration 0F: 3 clusters Score -4756516 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4765662.000000 Penalty: 5215.085449
	Iteration 1F: 3 clusters Score -4765662 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4766089.000000 Penalty: 5215.085449
	Iteration 2Q: 3 clusters Score -4766089 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4766453.000000 Penalty: 5215.085449
	Iteration 3Q: 3 clusters Score -4766453 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4766797.500000 Penalty: 5215.085449
	Iteration 4Q: 3 clusters Score -4766798 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4767164.000000 Penalty: 5215.085449
	Iteration 5Q: 3 clusters Score -4767164 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4767636.000000 Penalty: 5215.085449
	Iteration 6Q: 3 clusters Score -4767636 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4768201.500000 Penalty: 5215.085449
	Iteration 7Q: 3 clusters Score -4768202 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4768964.500000 Penalty: 5215.085449
	Iteration 8Q: 3 clusters Score -4768964 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4769900.000000 Penalty: 5215.085449
	Iteration 9Q: 3 clusters Score -4769900 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4771015.500000 Penalty: 5215.085449
	Iteration 10Q: 3 clusters Score -4771016 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4772255.500000 Penalty: 5215.085449
	Iteration 11F: 3 clusters Score -4772256 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4773501.500000 Penalty: 5215.085449
	Iteration 12Q: 3 clusters Score -4773502 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4774467.500000 Penalty: 5215.085449
	Iteration 13Q: 3 clusters Score -4774468 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -4775209.500000 Penalty: 5215.085449
	Iteration 14Q: 3 clusters Score -4775210 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4775790.500000 Penalty: 5215.085449
	Iteration 15Q: 3 clusters Score -4775790 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4776248.000000 Penalty: 5215.085449
	Iteration 16Q: 3 clusters Score -4776248 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4776648.500000 Penalty: 5215.085449
	Iteration 17Q: 3 clusters Score -4776648 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4777009.000000 Penalty: 5215.085449
	Iteration 18Q: 3 clusters Score -4777009 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4777301.500000 Penalty: 5215.085449
	Iteration 19Q: 3 clusters Score -4777302 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4777606.000000 Penalty: 5215.085449
	Iteration 20F: 3 clusters Score -4777606 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4777877.000000 Penalty: 5215.085449
	Iteration 21Q: 3 clusters Score -4777877 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4778114.000000 Penalty: 5215.085449
	Iteration 22Q: 3 clusters Score -4778114 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4778322.500000 Penalty: 5215.085449
	Iteration 23Q: 3 clusters Score -4778322 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4778492.000000 Penalty: 5215.085449
	Iteration 24Q: 3 clusters Score -4778492 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4778647.000000 Penalty: 5215.085449
	Iteration 25Q: 3 clusters Score -4778647 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4778771.500000 Penalty: 5215.085449
	Iteration 26Q: 3 clusters Score -4778772 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4778854.500000 Penalty: 5215.085449
	Iteration 27Q: 3 clusters Score -4778854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4778930.500000 Penalty: 5215.085449
	Iteration 28Q: 3 clusters Score -4778930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4778989.500000 Penalty: 5215.085449
	Iteration 29Q: 3 clusters Score -4778990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4779026.500000 Penalty: 5215.085449
	Iteration 30Q: 3 clusters Score -4779026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4779059.000000 Penalty: 5215.085449
	Iteration 31Q: 3 clusters Score -4779059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4779085.000000 Penalty: 5215.085449
	Iteration 32Q: 3 clusters Score -4779085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4779103.500000 Penalty: 5215.085449
	Iteration 33Q: 3 clusters Score -4779104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4779114.000000 Penalty: 5215.085449
	Iteration 34Q: 3 clusters Score -4779114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4779128.500000 Penalty: 5215.085449
	Iteration 35Q: 3 clusters Score -4779128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4779144.500000 Penalty: 5215.085449
	Iteration 36Q: 3 clusters Score -4779144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4779161.500000 Penalty: 5215.085449
	Iteration 37Q: 3 clusters Score -4779162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4779171.500000 Penalty: 5215.085449
	Iteration 38Q: 3 clusters Score -4779172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4779182.500000 Penalty: 5215.085449
	Iteration 39Q: 3 clusters Score -4779182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4779195.500000 Penalty: 5215.085449
	Iteration 40F: 3 clusters Score -4779196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4779202.000000 Penalty: 5215.085449
	Iteration 41Q: 3 clusters Score -4779202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4779203.000000 Penalty: 5215.085449
	Iteration 42Q: 3 clusters Score -4779203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4779210.000000 Penalty: 5215.085449
	Iteration 43Q: 3 clusters Score -4779210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4779220.000000 Penalty: 5215.085449
	Iteration 44Q: 3 clusters Score -4779220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4779223.500000 Penalty: 5215.085449
	Iteration 45Q: 3 clusters Score -4779224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4779232.000000 Penalty: 5215.085449
	Iteration 46Q: 3 clusters Score -4779232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4779237.500000 Penalty: 5215.085449
	Iteration 47Q: 3 clusters Score -4779238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4779241.000000 Penalty: 5215.085449
	Iteration 48Q: 3 clusters Score -4779241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4779239.500000 Penalty: 5215.085449
	Iteration 49Q: 3 clusters Score -4779240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4779237.500000 Penalty: 5215.085449
	Iteration 50Q: 3 clusters Score -4779238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4779238.500000 Penalty: 5215.085449
	Iteration 51Q: 3 clusters Score -4779238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4779232.000000 Penalty: 5215.085449
	Iteration 52Q: 3 clusters Score -4779232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4779239.500000 Penalty: 5215.085449
	Iteration 53Q: 3 clusters Score -4779240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4779236.000000 Penalty: 5215.085449
	Iteration 54Q: 3 clusters Score -4779236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4779246.000000 Penalty: 5215.085449
	Iteration 55Q: 3 clusters Score -4779246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4779245.500000 Penalty: 5215.085449
	Iteration 56Q: 3 clusters Score -4779246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4779245.500000 Penalty: 5215.085449
	Iteration 57F: 3 clusters Score -4779246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -268353.687500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -268353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -265611.906250 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -265611.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -266104.375000 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -266104.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -266218.125000 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -266218.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -266275.187500 Penalty: 3805.687988
	Iteration 3Q: 3 clusters Score -266275.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266318.187500 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -266318.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -266365.437500 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -266365.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -266399.437500 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -266399.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -266426.343750 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -266426.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266441.781250 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -266441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -266461.218750 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -266461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -266471.062500 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -266471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -266478.156250 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -266478.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -266489.031250 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -266489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -266498.437500 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -266498.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -266513.843750 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -266513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -266526.281250 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -266526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -266533.968750 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -266534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -266541.656250 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -266541.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -266550.812500 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -266550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266555.968750 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -266556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266565.843750 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -266565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266575.250000 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -266575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266580.031250 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -266580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -266583.281250 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -266583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -266585.375000 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -266585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -266587.718750 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -266587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266589.281250 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -266589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266590.750000 Penalty: 3805.687988
	Iteration 27Q: 3 clusters Score -266590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266590.750000 Penalty: 3805.687988
	Iteration 28F: 3 clusters Score -266590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -998677.437500 Penalty: 2224.950684
	Iteration 0F: 2 clusters Score -998677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -992376.375000 Penalty: 4449.901367
	Iteration 0F: 3 clusters Score -992376.4 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -994102.937500 Penalty: 4449.901367
	Iteration 1F: 3 clusters Score -994102.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -994436.000000 Penalty: 4449.901367
	Iteration 2F: 3 clusters Score -994436 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -994711.812500 Penalty: 4449.901367
	Iteration 3F: 3 clusters Score -994711.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -994976.375000 Penalty: 4449.901367
	Iteration 4F: 3 clusters Score -994976.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -995204.875000 Penalty: 4449.901367
	Iteration 5Q: 3 clusters Score -995204.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -995420.125000 Penalty: 4449.901367
	Iteration 6Q: 3 clusters Score -995420.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -995647.187500 Penalty: 4449.901367
	Iteration 7Q: 3 clusters Score -995647.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -995871.312500 Penalty: 4449.901367
	Iteration 8Q: 3 clusters Score -995871.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -996076.000000 Penalty: 4449.901367
	Iteration 9Q: 3 clusters Score -996076 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -996255.187500 Penalty: 4449.901367
	Iteration 10Q: 3 clusters Score -996255.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -996439.812500 Penalty: 4449.901367
	Iteration 11Q: 3 clusters Score -996439.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -996653.625000 Penalty: 4449.901367
	Iteration 12Q: 3 clusters Score -996653.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -996803.187500 Penalty: 4449.901367
	Iteration 13Q: 3 clusters Score -996803.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -996900.812500 Penalty: 4449.901367
	Iteration 14Q: 3 clusters Score -996900.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -996972.687500 Penalty: 4449.901367
	Iteration 15Q: 3 clusters Score -996972.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -997034.750000 Penalty: 4449.901367
	Iteration 16Q: 3 clusters Score -997034.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -997102.875000 Penalty: 4449.901367
	Iteration 17Q: 3 clusters Score -997102.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -997160.250000 Penalty: 4449.901367
	Iteration 18Q: 3 clusters Score -997160.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -997218.375000 Penalty: 4449.901367
	Iteration 19Q: 3 clusters Score -997218.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -997249.375000 Penalty: 4449.901367
	Iteration 20F: 3 clusters Score -997249.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -997270.250000 Penalty: 4449.901367
	Iteration 21Q: 3 clusters Score -997270.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -997288.500000 Penalty: 4449.901367
	Iteration 22Q: 3 clusters Score -997288.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -997300.562500 Penalty: 4449.901367
	Iteration 23Q: 3 clusters Score -997300.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -997315.562500 Penalty: 4449.901367
	Iteration 24Q: 3 clusters Score -997315.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -997324.062500 Penalty: 4449.901367
	Iteration 25Q: 3 clusters Score -997324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -997329.500000 Penalty: 4449.901367
	Iteration 26Q: 3 clusters Score -997329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -997333.500000 Penalty: 4449.901367
	Iteration 27Q: 3 clusters Score -997333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -997337.687500 Penalty: 4449.901367
	Iteration 28Q: 3 clusters Score -997337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -997339.062500 Penalty: 4449.901367
	Iteration 29Q: 3 clusters Score -997339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -997342.500000 Penalty: 4449.901367
	Iteration 30Q: 3 clusters Score -997342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -997343.625000 Penalty: 4449.901367
	Iteration 31Q: 3 clusters Score -997343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -997345.000000 Penalty: 4449.901367
	Iteration 32Q: 3 clusters Score -997345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -997346.000000 Penalty: 4449.901367
	Iteration 33Q: 3 clusters Score -997346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -997346.812500 Penalty: 4449.901367
	Iteration 34Q: 3 clusters Score -997346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -997347.500000 Penalty: 4449.901367
	Iteration 35Q: 3 clusters Score -997347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -997348.250000 Penalty: 4449.901367
	Iteration 36Q: 3 clusters Score -997348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -997348.750000 Penalty: 4449.901367
	Iteration 37Q: 3 clusters Score -997348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -997348.750000 Penalty: 4449.901367
	Iteration 38F: 3 clusters Score -997348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273543 members 
Entering Unmasked Estep 
Score: -34806992.000000 Penalty: 3104.764893
	Iteration 0F: 2 clusters Score -3.480699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -34638188.000000 Penalty: 6209.529785
	Iteration 0F: 3 clusters Score -3.463819e+07 nChanged 132224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -34716092.000000 Penalty: 6209.529785
	Iteration 1F: 3 clusters Score -3.471609e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -34717200.000000 Penalty: 6209.529785
	Iteration 2Q: 3 clusters Score -3.47172e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -34718792.000000 Penalty: 6209.529785
	Iteration 3Q: 3 clusters Score -3.471879e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -34721124.000000 Penalty: 6209.529785
	Iteration 4Q: 3 clusters Score -3.472112e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146922 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -34723676.000000 Penalty: 6209.529785
	Iteration 5Q: 3 clusters Score -3.472368e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151198 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -34726992.000000 Penalty: 6209.529785
	Iteration 6Q: 3 clusters Score -3.472699e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156766 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -34732724.000000 Penalty: 6209.529785
	Iteration 7Q: 3 clusters Score -3.473272e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -34741300.000000 Penalty: 6209.529785
	Iteration 8F: 3 clusters Score -3.47413e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -34752772.000000 Penalty: 6209.529785
	Iteration 9F: 3 clusters Score -3.475277e+07 nChanged 16731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179388 members 
Mstep: Class 2 contains 94155 members 
Entering Unmasked Estep 
Score: -34764444.000000 Penalty: 6209.529785
	Iteration 10F: 3 clusters Score -3.476444e+07 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -34771852.000000 Penalty: 6209.529785
	Iteration 11F: 3 clusters Score -3.477185e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190290 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -34775128.000000 Penalty: 6209.529785
	Iteration 12Q: 3 clusters Score -3.477513e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195328 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -34776752.000000 Penalty: 6209.529785
	Iteration 13Q: 3 clusters Score -3.477675e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200581 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -34777696.000000 Penalty: 6209.529785
	Iteration 14Q: 3 clusters Score -3.47777e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205883 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -34778756.000000 Penalty: 6209.529785
	Iteration 15Q: 3 clusters Score -3.477876e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211292 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -34779920.000000 Penalty: 6209.529785
	Iteration 16Q: 3 clusters Score -3.477992e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216772 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -34781368.000000 Penalty: 6209.529785
	Iteration 17Q: 3 clusters Score -3.478137e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222235 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -34783000.000000 Penalty: 6209.529785
	Iteration 18Q: 3 clusters Score -3.4783e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227667 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -34784364.000000 Penalty: 6209.529785
	Iteration 19Q: 3 clusters Score -3.478436e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233028 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -34786080.000000 Penalty: 6209.529785
	Iteration 20F: 3 clusters Score -3.478608e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238165 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -34787912.000000 Penalty: 6209.529785
	Iteration 21Q: 3 clusters Score -3.478791e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242977 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -34789744.000000 Penalty: 6209.529785
	Iteration 22Q: 3 clusters Score -3.478974e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247537 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -34791504.000000 Penalty: 6209.529785
	Iteration 23Q: 3 clusters Score -3.47915e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251611 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -34792916.000000 Penalty: 6209.529785
	Iteration 24Q: 3 clusters Score -3.479292e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255221 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -34794396.000000 Penalty: 6209.529785
	Iteration 25Q: 3 clusters Score -3.47944e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258412 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -34795876.000000 Penalty: 6209.529785
	Iteration 26Q: 3 clusters Score -3.479588e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261115 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -34797232.000000 Penalty: 6209.529785
	Iteration 27Q: 3 clusters Score -3.479723e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263463 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -34798456.000000 Penalty: 6209.529785
	Iteration 28Q: 3 clusters Score -3.479846e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265490 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -34799144.000000 Penalty: 6209.529785
	Iteration 29Q: 3 clusters Score -3.479914e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267239 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -34800116.000000 Penalty: 6209.529785
	Iteration 30Q: 3 clusters Score -3.480012e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268726 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -34801008.000000 Penalty: 6209.529785
	Iteration 31Q: 3 clusters Score -3.480101e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269913 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -34801648.000000 Penalty: 6209.529785
	Iteration 32Q: 3 clusters Score -3.480165e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270947 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -34802384.000000 Penalty: 6209.529785
	Iteration 33Q: 3 clusters Score -3.480238e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271691 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -34802852.000000 Penalty: 6209.529785
	Iteration 34Q: 3 clusters Score -3.480285e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272211 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -34803288.000000 Penalty: 6209.529785
	Iteration 35Q: 3 clusters Score -3.480329e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272553 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -34803616.000000 Penalty: 6209.529785
	Iteration 36Q: 3 clusters Score -3.480362e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272748 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -34803844.000000 Penalty: 6209.529785
	Iteration 37Q: 3 clusters Score -3.480384e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272868 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34803972.000000 Penalty: 6209.529785
	Iteration 38Q: 3 clusters Score -3.480397e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272935 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34804032.000000 Penalty: 6209.529785
	Iteration 39Q: 3 clusters Score -3.480403e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272986 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34804088.000000 Penalty: 6209.529785
	Iteration 40F: 3 clusters Score -3.480409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273016 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -34804108.000000 Penalty: 6209.529785
	Iteration 41Q: 3 clusters Score -3.480411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273036 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34804152.000000 Penalty: 6209.529785
	Iteration 42Q: 3 clusters Score -3.480415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273050 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -34804172.000000 Penalty: 6209.529785
	Iteration 43Q: 3 clusters Score -3.480417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273064 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34804200.000000 Penalty: 6209.529785
	Iteration 44Q: 3 clusters Score -3.48042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273078 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34804208.000000 Penalty: 6209.529785
	Iteration 45Q: 3 clusters Score -3.480421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273087 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34804236.000000 Penalty: 6209.529785
	Iteration 46Q: 3 clusters Score -3.480424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273095 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34804248.000000 Penalty: 6209.529785
	Iteration 47Q: 3 clusters Score -3.480425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273103 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34804272.000000 Penalty: 6209.529785
	Iteration 48Q: 3 clusters Score -3.480427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273108 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34804268.000000 Penalty: 6209.529785
	Iteration 49Q: 3 clusters Score -3.480427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273110 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34804288.000000 Penalty: 6209.529785
	Iteration 50Q: 3 clusters Score -3.480429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273114 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34804304.000000 Penalty: 6209.529785
	Iteration 51Q: 3 clusters Score -3.48043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273119 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34804308.000000 Penalty: 6209.529785
	Iteration 52Q: 3 clusters Score -3.480431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273121 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34804320.000000 Penalty: 6209.529785
	Iteration 53Q: 3 clusters Score -3.480432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273122 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34804312.000000 Penalty: 6209.529785
	Iteration 54Q: 3 clusters Score -3.480431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273124 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34804308.000000 Penalty: 6209.529785
	Iteration 55Q: 3 clusters Score -3.480431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273124 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34804304.000000 Penalty: 6209.529785
	Iteration 56Q: 3 clusters Score -3.48043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273126 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34804304.000000 Penalty: 6209.529785
	Iteration 57Q: 3 clusters Score -3.48043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273128 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34804292.000000 Penalty: 6209.529785
	Iteration 58Q: 3 clusters Score -3.480429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273129 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34804308.000000 Penalty: 6209.529785
	Iteration 59Q: 3 clusters Score -3.480431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273128 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34804296.000000 Penalty: 6209.529785
	Iteration 60F: 3 clusters Score -3.48043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273128 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34804284.000000 Penalty: 6209.529785
	Iteration 61Q: 3 clusters Score -3.480428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34804300.000000 Penalty: 6209.529785
	Iteration 62Q: 3 clusters Score -3.48043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34804300.000000 Penalty: 6209.529785
	Iteration 63F: 3 clusters Score -3.48043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -269303.875000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -269303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -266635.093750 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -266635.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267280.156250 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -267280.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -267644.312500 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -267644.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -268081.468750 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -268081.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -268568.937500 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -268568.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -268883.218750 Penalty: 3832.857422
	Iteration 5F: 3 clusters Score -268883.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -269027.968750 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -269028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -269082.687500 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -269082.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -269100.343750 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -269100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -269108.468750 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -269108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -269110.781250 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -269110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -269112.406250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -269112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -269114.562500 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -269114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -269116.875000 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -269116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -269116.875000 Penalty: 3832.857422
	Iteration 14F: 3 clusters Score -269116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -165099.828125 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -165099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162945.437500 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -162945.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163255.468750 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -163255.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163343.765625 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -163343.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163388.640625 Penalty: 3563.575928
	Iteration 3Q: 3 clusters Score -163388.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163411.781250 Penalty: 3563.575928
	Iteration 4Q: 3 clusters Score -163411.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -163428.109375 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -163428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163438.109375 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -163438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163443.921875 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -163443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163446.265625 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -163446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163446.875000 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -163446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163447.375000 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -163447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163447.375000 Penalty: 3563.575928
	Iteration 11F: 3 clusters Score -163447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -11531.371094 Penalty: 1178.890381
	Iteration 0F: 2 clusters Score -11531.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10693.963867 Penalty: 2357.780762
	Iteration 0F: 3 clusters Score -10693.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10728.115234 Penalty: 2357.780762
	Iteration 1Q: 3 clusters Score -10728.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10728.115234 Penalty: 2357.780762
	Iteration 2F: 3 clusters Score -10728.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Entering Unmasked Estep 
Score: -13294988.000000 Penalty: 2863.645996
	Iteration 0F: 2 clusters Score -1.329499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -13225513.000000 Penalty: 5727.291992
	Iteration 0F: 3 clusters Score -1.322551e+07 nChanged 49097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -13253357.000000 Penalty: 5727.291992
	Iteration 1F: 3 clusters Score -1.325336e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -13254013.000000 Penalty: 5727.291992
	Iteration 2Q: 3 clusters Score -1.325401e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -13254509.000000 Penalty: 5727.291992
	Iteration 3Q: 3 clusters Score -1.325451e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -13255024.000000 Penalty: 5727.291992
	Iteration 4Q: 3 clusters Score -1.325502e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -13255585.000000 Penalty: 5727.291992
	Iteration 5Q: 3 clusters Score -1.325558e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -13256182.000000 Penalty: 5727.291992
	Iteration 6Q: 3 clusters Score -1.325618e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -13257014.000000 Penalty: 5727.291992
	Iteration 7Q: 3 clusters Score -1.325701e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -13258381.000000 Penalty: 5727.291992
	Iteration 8Q: 3 clusters Score -1.325838e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -13260788.000000 Penalty: 5727.291992
	Iteration 9Q: 3 clusters Score -1.326079e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -13264827.000000 Penalty: 5727.291992
	Iteration 10F: 3 clusters Score -1.326483e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -13271199.000000 Penalty: 5727.291992
	Iteration 11F: 3 clusters Score -1.32712e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -13279234.000000 Penalty: 5727.291992
	Iteration 12F: 3 clusters Score -1.327923e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -13286447.000000 Penalty: 5727.291992
	Iteration 13F: 3 clusters Score -1.328645e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -13290369.000000 Penalty: 5727.291992
	Iteration 14Q: 3 clusters Score -1.329037e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -13291800.000000 Penalty: 5727.291992
	Iteration 15Q: 3 clusters Score -1.32918e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -13292185.000000 Penalty: 5727.291992
	Iteration 16Q: 3 clusters Score -1.329218e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -13292322.000000 Penalty: 5727.291992
	Iteration 17Q: 3 clusters Score -1.329232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -13292410.000000 Penalty: 5727.291992
	Iteration 18Q: 3 clusters Score -1.329241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -13292441.000000 Penalty: 5727.291992
	Iteration 19Q: 3 clusters Score -1.329244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 103259 members 
Entering Unmasked Estep 
Score: -13292452.000000 Penalty: 5727.291992
	Iteration 20F: 3 clusters Score -1.329245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -13292461.000000 Penalty: 5727.291992
	Iteration 21Q: 3 clusters Score -1.329246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -13292473.000000 Penalty: 5727.291992
	Iteration 22Q: 3 clusters Score -1.329247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -13292479.000000 Penalty: 5727.291992
	Iteration 23Q: 3 clusters Score -1.329248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -13292478.000000 Penalty: 5727.291992
	Iteration 24Q: 3 clusters Score -1.329248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -13292489.000000 Penalty: 5727.291992
	Iteration 25Q: 3 clusters Score -1.329249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -13292489.000000 Penalty: 5727.291992
	Iteration 26F: 3 clusters Score -1.329249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155229 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097912.000000 Penalty: 78356.250000
Iteration 279Q: 24 clusters Score -1.160979e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155232 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 280F: 24 clusters Score -1.160979e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155234 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36839 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273543 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097896.000000 Penalty: 78356.250000
Iteration 281Q: 24 clusters Score -1.160979e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155235 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273544 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097880.000000 Penalty: 78356.250000
Iteration 282Q: 24 clusters Score -1.160979e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155238 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273545 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097896.000000 Penalty: 78356.250000
Iteration 283Q: 24 clusters Score -1.160979e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155240 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273546 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097904.000000 Penalty: 78356.250000
Iteration 284Q: 24 clusters Score -1.160979e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155241 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273547 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097888.000000 Penalty: 78356.250000
Iteration 285Q: 24 clusters Score -1.160979e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155241 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273547 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097888.000000 Penalty: 78356.250000
Iteration 286F: 24 clusters Score -1.160979e+08 nChanged 0
Entering ConstructFrom: 
Score: -116097888.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (25468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Entering Unmasked Estep 
Score: -3239999.000000 Penalty: 2516.004150
	Iteration 0F: 2 clusters Score -3239999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3222333.250000 Penalty: 5032.008301
	Iteration 0F: 3 clusters Score -3222333 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3228402.000000 Penalty: 5032.008301
	Iteration 1F: 3 clusters Score -3228402 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3228729.250000 Penalty: 5032.008301
	Iteration 2Q: 3 clusters Score -3228729 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3228970.500000 Penalty: 5032.008301
	Iteration 3Q: 3 clusters Score -3228970 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3229170.750000 Penalty: 5032.008301
	Iteration 4Q: 3 clusters Score -3229171 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3229326.250000 Penalty: 5032.008301
	Iteration 5Q: 3 clusters Score -3229326 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3229476.500000 Penalty: 5032.008301
	Iteration 6Q: 3 clusters Score -3229476 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3229623.250000 Penalty: 5032.008301
	Iteration 7Q: 3 clusters Score -3229623 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3229768.000000 Penalty: 5032.008301
	Iteration 8Q: 3 clusters Score -3229768 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3229945.000000 Penalty: 5032.008301
	Iteration 9Q: 3 clusters Score -3229945 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3230124.000000 Penalty: 5032.008301
	Iteration 10Q: 3 clusters Score -3230124 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3230403.000000 Penalty: 5032.008301
	Iteration 11Q: 3 clusters Score -3230403 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3230831.250000 Penalty: 5032.008301
	Iteration 12Q: 3 clusters Score -3230831 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3231485.250000 Penalty: 5032.008301
	Iteration 13Q: 3 clusters Score -3231485 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3232400.500000 Penalty: 5032.008301
	Iteration 14F: 3 clusters Score -3232400 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3233689.500000 Penalty: 5032.008301
	Iteration 15F: 3 clusters Score -3233690 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3235113.500000 Penalty: 5032.008301
	Iteration 16F: 3 clusters Score -3235114 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3236323.750000 Penalty: 5032.008301
	Iteration 17F: 3 clusters Score -3236324 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3237067.000000 Penalty: 5032.008301
	Iteration 18Q: 3 clusters Score -3237067 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3237429.500000 Penalty: 5032.008301
	Iteration 19Q: 3 clusters Score -3237430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3237609.000000 Penalty: 5032.008301
	Iteration 20F: 3 clusters Score -3237609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3237694.500000 Penalty: 5032.008301
	Iteration 21Q: 3 clusters Score -3237694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3237744.750000 Penalty: 5032.008301
	Iteration 22Q: 3 clusters Score -3237745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3237761.750000 Penalty: 5032.008301
	Iteration 23Q: 3 clusters Score -3237762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3237785.000000 Penalty: 5032.008301
	Iteration 24Q: 3 clusters Score -3237785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3237810.500000 Penalty: 5032.008301
	Iteration 25Q: 3 clusters Score -3237810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3237821.500000 Penalty: 5032.008301
	Iteration 26Q: 3 clusters Score -3237822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3237831.000000 Penalty: 5032.008301
	Iteration 27Q: 3 clusters Score -3237831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3237839.000000 Penalty: 5032.008301
	Iteration 28Q: 3 clusters Score -3237839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3237843.750000 Penalty: 5032.008301
	Iteration 29Q: 3 clusters Score -3237844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3237854.500000 Penalty: 5032.008301
	Iteration 30Q: 3 clusters Score -3237854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3237859.250000 Penalty: 5032.008301
	Iteration 31Q: 3 clusters Score -3237859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3237861.500000 Penalty: 5032.008301
	Iteration 32Q: 3 clusters Score -3237862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3237861.500000 Penalty: 5032.008301
	Iteration 33F: 3 clusters Score -3237862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -140865.328125 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -140865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138844.125000 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -138844.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139333.156250 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -139333.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139642.562500 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -139642.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -140115.562500 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -140115.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -140530.734375 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -140530.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -140664.453125 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -140664.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140763.265625 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -140763.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140853.859375 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -140853.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140984.875000 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -140984.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141100.484375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -141100.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -141137.968750 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -141138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -141153.921875 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -141153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -141162.859375 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -141162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -141166.015625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -141166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141166.578125 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -141166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141166.578125 Penalty: 3508.761963
	Iteration 15F: 3 clusters Score -141166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 20329 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 155241 members 
Mstep: Class 10 contains 34547 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 44878 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 273547 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 103444 members 
Mstep: Class 24 contains 397 members 
Entering Unmasked Estep 
Score: -116096592.000000 Penalty: 81763.039062
Splitting cluster 2 changes total score from -116097888.000000 to -116096592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -29505.658203 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -29505.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28286.314453 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -28286.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28365.066406 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -28365.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28396.199219 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -28396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28399.882812 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -28399.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28399.882812 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -28399.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -199412.359375 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -199412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197060.328125 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -197060.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197435.515625 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -197435.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197538.406250 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -197538.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197587.562500 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -197587.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197617.625000 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -197617.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197642.640625 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -197642.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -197663.796875 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -197663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197676.500000 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -197676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197687.546875 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -197687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197694.203125 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -197694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197696.781250 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -197696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197699.234375 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -197699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197700.218750 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -197700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197701.500000 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -197701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -197702.906250 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -197702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197705.453125 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -197705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197709.546875 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -197709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197714.218750 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -197714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197719.531250 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -197719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197722.296875 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -197722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197724.281250 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -197724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197725.593750 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -197725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197726.437500 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -197726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197727.156250 Penalty: 3657.815918
	Iteration 23Q: 3 clusters Score -197727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197727.750000 Penalty: 3657.815918
	Iteration 24Q: 3 clusters Score -197727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197729.453125 Penalty: 3657.815918
	Iteration 25Q: 3 clusters Score -197729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197729.890625 Penalty: 3657.815918
	Iteration 26Q: 3 clusters Score -197729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197730.765625 Penalty: 3657.815918
	Iteration 27Q: 3 clusters Score -197730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197731.656250 Penalty: 3657.815918
	Iteration 28Q: 3 clusters Score -197731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197733.593750 Penalty: 3657.815918
	Iteration 29Q: 3 clusters Score -197733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197734.296875 Penalty: 3657.815918
	Iteration 30Q: 3 clusters Score -197734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197735.375000 Penalty: 3657.815918
	Iteration 31Q: 3 clusters Score -197735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197735.781250 Penalty: 3657.815918
	Iteration 32Q: 3 clusters Score -197735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197735.781250 Penalty: 3657.815918
	Iteration 33F: 3 clusters Score -197735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -29922.851562 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -29922.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28674.718750 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -28674.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28768.001953 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -28768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28832.212891 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -28832.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28864.417969 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -28864.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28872.478516 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -28872.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28872.478516 Penalty: 2760.002197
	Iteration 5F: 3 clusters Score -28872.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1647465.375000 Penalty: 2342.893311
	Iteration 0F: 2 clusters Score -1647465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1638132.250000 Penalty: 4685.786621
	Iteration 0F: 3 clusters Score -1638132 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1640937.500000 Penalty: 4685.786621
	Iteration 1F: 3 clusters Score -1640938 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1641380.375000 Penalty: 4685.786621
	Iteration 2F: 3 clusters Score -1641380 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1641730.250000 Penalty: 4685.786621
	Iteration 3F: 3 clusters Score -1641730 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1642095.250000 Penalty: 4685.786621
	Iteration 4F: 3 clusters Score -1642095 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1642469.125000 Penalty: 4685.786621
	Iteration 5Q: 3 clusters Score -1642469 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1642938.875000 Penalty: 4685.786621
	Iteration 6F: 3 clusters Score -1642939 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1643474.125000 Penalty: 4685.786621
	Iteration 7F: 3 clusters Score -1643474 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1644078.250000 Penalty: 4685.786621
	Iteration 8F: 3 clusters Score -1644078 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1644638.750000 Penalty: 4685.786621
	Iteration 9Q: 3 clusters Score -1644639 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1645017.000000 Penalty: 4685.786621
	Iteration 10Q: 3 clusters Score -1645017 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1645276.750000 Penalty: 4685.786621
	Iteration 11Q: 3 clusters Score -1645277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1645437.375000 Penalty: 4685.786621
	Iteration 12Q: 3 clusters Score -1645437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1645539.125000 Penalty: 4685.786621
	Iteration 13Q: 3 clusters Score -1645539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1645608.000000 Penalty: 4685.786621
	Iteration 14Q: 3 clusters Score -1645608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1645641.250000 Penalty: 4685.786621
	Iteration 15Q: 3 clusters Score -1645641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1645676.375000 Penalty: 4685.786621
	Iteration 16Q: 3 clusters Score -1645676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1645700.875000 Penalty: 4685.786621
	Iteration 17Q: 3 clusters Score -1645701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1645718.875000 Penalty: 4685.786621
	Iteration 18Q: 3 clusters Score -1645719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1645733.875000 Penalty: 4685.786621
	Iteration 19Q: 3 clusters Score -1645734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1645741.125000 Penalty: 4685.786621
	Iteration 20F: 3 clusters Score -1645741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1645743.125000 Penalty: 4685.786621
	Iteration 21Q: 3 clusters Score -1645743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1645742.000000 Penalty: 4685.786621
	Iteration 22Q: 3 clusters Score -1645742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1645744.250000 Penalty: 4685.786621
	Iteration 23Q: 3 clusters Score -1645744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1645743.750000 Penalty: 4685.786621
	Iteration 24Q: 3 clusters Score -1645744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1645743.750000 Penalty: 4685.786621
	Iteration 25F: 3 clusters Score -1645744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Entering Unmasked Estep 
Score: -2637501.000000 Penalty: 2460.111328
	Iteration 0F: 2 clusters Score -2637501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2623272.250000 Penalty: 4920.222656
	Iteration 0F: 3 clusters Score -2623272 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2627940.750000 Penalty: 4920.222656
	Iteration 1F: 3 clusters Score -2627941 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2628337.250000 Penalty: 4920.222656
	Iteration 2F: 3 clusters Score -2628337 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2628659.750000 Penalty: 4920.222656
	Iteration 3Q: 3 clusters Score -2628660 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2628949.750000 Penalty: 4920.222656
	Iteration 4Q: 3 clusters Score -2628950 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2629243.750000 Penalty: 4920.222656
	Iteration 5Q: 3 clusters Score -2629244 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2629534.000000 Penalty: 4920.222656
	Iteration 6Q: 3 clusters Score -2629534 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2629814.750000 Penalty: 4920.222656
	Iteration 7Q: 3 clusters Score -2629815 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2630114.000000 Penalty: 4920.222656
	Iteration 8Q: 3 clusters Score -2630114 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2630399.500000 Penalty: 4920.222656
	Iteration 9Q: 3 clusters Score -2630400 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2630719.750000 Penalty: 4920.222656
	Iteration 10Q: 3 clusters Score -2630720 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2631080.750000 Penalty: 4920.222656
	Iteration 11Q: 3 clusters Score -2631081 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2631543.000000 Penalty: 4920.222656
	Iteration 12Q: 3 clusters Score -2631543 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2632028.000000 Penalty: 4920.222656
	Iteration 13Q: 3 clusters Score -2632028 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2632507.250000 Penalty: 4920.222656
	Iteration 14Q: 3 clusters Score -2632507 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2632920.000000 Penalty: 4920.222656
	Iteration 15Q: 3 clusters Score -2632920 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2633260.500000 Penalty: 4920.222656
	Iteration 16Q: 3 clusters Score -2633260 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2633494.750000 Penalty: 4920.222656
	Iteration 17Q: 3 clusters Score -2633495 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2633651.750000 Penalty: 4920.222656
	Iteration 18Q: 3 clusters Score -2633652 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2633793.000000 Penalty: 4920.222656
	Iteration 19Q: 3 clusters Score -2633793 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2633907.750000 Penalty: 4920.222656
	Iteration 20F: 3 clusters Score -2633908 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2633994.500000 Penalty: 4920.222656
	Iteration 21Q: 3 clusters Score -2633994 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2634093.250000 Penalty: 4920.222656
	Iteration 22Q: 3 clusters Score -2634093 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2634160.500000 Penalty: 4920.222656
	Iteration 23Q: 3 clusters Score -2634160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2634222.500000 Penalty: 4920.222656
	Iteration 24Q: 3 clusters Score -2634222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2634285.750000 Penalty: 4920.222656
	Iteration 25Q: 3 clusters Score -2634286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2634335.500000 Penalty: 4920.222656
	Iteration 26Q: 3 clusters Score -2634336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2634384.000000 Penalty: 4920.222656
	Iteration 27Q: 3 clusters Score -2634384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2634440.750000 Penalty: 4920.222656
	Iteration 28Q: 3 clusters Score -2634441 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2634478.000000 Penalty: 4920.222656
	Iteration 29Q: 3 clusters Score -2634478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2634527.750000 Penalty: 4920.222656
	Iteration 30Q: 3 clusters Score -2634528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2634572.000000 Penalty: 4920.222656
	Iteration 31Q: 3 clusters Score -2634572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2634619.500000 Penalty: 4920.222656
	Iteration 32Q: 3 clusters Score -2634620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2634664.250000 Penalty: 4920.222656
	Iteration 33Q: 3 clusters Score -2634664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2634709.750000 Penalty: 4920.222656
	Iteration 34Q: 3 clusters Score -2634710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2634751.000000 Penalty: 4920.222656
	Iteration 35Q: 3 clusters Score -2634751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2634789.000000 Penalty: 4920.222656
	Iteration 36Q: 3 clusters Score -2634789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2634817.000000 Penalty: 4920.222656
	Iteration 37Q: 3 clusters Score -2634817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2634836.250000 Penalty: 4920.222656
	Iteration 38Q: 3 clusters Score -2634836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2634863.750000 Penalty: 4920.222656
	Iteration 39Q: 3 clusters Score -2634864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2634889.250000 Penalty: 4920.222656
	Iteration 40F: 3 clusters Score -2634889 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2634900.500000 Penalty: 4920.222656
	Iteration 41Q: 3 clusters Score -2634900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2634918.750000 Penalty: 4920.222656
	Iteration 42Q: 3 clusters Score -2634919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2634932.000000 Penalty: 4920.222656
	Iteration 43Q: 3 clusters Score -2634932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2634938.250000 Penalty: 4920.222656
	Iteration 44Q: 3 clusters Score -2634938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2634953.000000 Penalty: 4920.222656
	Iteration 45Q: 3 clusters Score -2634953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2634960.750000 Penalty: 4920.222656
	Iteration 46Q: 3 clusters Score -2634961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2634972.250000 Penalty: 4920.222656
	Iteration 47Q: 3 clusters Score -2634972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2634986.000000 Penalty: 4920.222656
	Iteration 48Q: 3 clusters Score -2634986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2634986.250000 Penalty: 4920.222656
	Iteration 49Q: 3 clusters Score -2634986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2634997.250000 Penalty: 4920.222656
	Iteration 50Q: 3 clusters Score -2634997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2635008.000000 Penalty: 4920.222656
	Iteration 51Q: 3 clusters Score -2635008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2635022.000000 Penalty: 4920.222656
	Iteration 52Q: 3 clusters Score -2635022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2635027.500000 Penalty: 4920.222656
	Iteration 53Q: 3 clusters Score -2635028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2635029.000000 Penalty: 4920.222656
	Iteration 54Q: 3 clusters Score -2635029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2635044.000000 Penalty: 4920.222656
	Iteration 55Q: 3 clusters Score -2635044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2635047.750000 Penalty: 4920.222656
	Iteration 56Q: 3 clusters Score -2635048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2635058.000000 Penalty: 4920.222656
	Iteration 57Q: 3 clusters Score -2635058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2635069.750000 Penalty: 4920.222656
	Iteration 58Q: 3 clusters Score -2635070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2635070.000000 Penalty: 4920.222656
	Iteration 59Q: 3 clusters Score -2635070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2635072.750000 Penalty: 4920.222656
	Iteration 60F: 3 clusters Score -2635073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2635075.500000 Penalty: 4920.222656
	Iteration 61Q: 3 clusters Score -2635076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2635075.000000 Penalty: 4920.222656
	Iteration 62Q: 3 clusters Score -2635075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2635079.750000 Penalty: 4920.222656
	Iteration 63Q: 3 clusters Score -2635080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2635082.750000 Penalty: 4920.222656
	Iteration 64Q: 3 clusters Score -2635083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2635081.000000 Penalty: 4920.222656
	Iteration 65Q: 3 clusters Score -2635081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2635084.750000 Penalty: 4920.222656
	Iteration 66Q: 3 clusters Score -2635085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2635088.750000 Penalty: 4920.222656
	Iteration 67Q: 3 clusters Score -2635089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2635096.750000 Penalty: 4920.222656
	Iteration 68Q: 3 clusters Score -2635097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2635101.250000 Penalty: 4920.222656
	Iteration 69Q: 3 clusters Score -2635101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2635098.500000 Penalty: 4920.222656
	Iteration 70Q: 3 clusters Score -2635098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2635101.250000 Penalty: 4920.222656
	Iteration 71Q: 3 clusters Score -2635101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2635102.250000 Penalty: 4920.222656
	Iteration 72Q: 3 clusters Score -2635102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2635111.250000 Penalty: 4920.222656
	Iteration 73Q: 3 clusters Score -2635111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2635111.500000 Penalty: 4920.222656
	Iteration 74Q: 3 clusters Score -2635112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2635117.750000 Penalty: 4920.222656
	Iteration 75Q: 3 clusters Score -2635118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2635118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2635130.000000 Penalty: 4920.222656
	Iteration 77Q: 3 clusters Score -2635130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2635134.250000 Penalty: 4920.222656
	Iteration 78Q: 3 clusters Score -2635134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2635131.000000 Penalty: 4920.222656
	Iteration 79Q: 3 clusters Score -2635131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2635140.000000 Penalty: 4920.222656
	Iteration 80F: 3 clusters Score -2635140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2635146.000000 Penalty: 4920.222656
	Iteration 81Q: 3 clusters Score -2635146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2635154.250000 Penalty: 4920.222656
	Iteration 82Q: 3 clusters Score -2635154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2635148.000000 Penalty: 4920.222656
	Iteration 83Q: 3 clusters Score -2635148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2635154.000000 Penalty: 4920.222656
	Iteration 84Q: 3 clusters Score -2635154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2635161.500000 Penalty: 4920.222656
	Iteration 85Q: 3 clusters Score -2635162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2635165.500000 Penalty: 4920.222656
	Iteration 86Q: 3 clusters Score -2635166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2635167.250000 Penalty: 4920.222656
	Iteration 87Q: 3 clusters Score -2635167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2635167.000000 Penalty: 4920.222656
	Iteration 88Q: 3 clusters Score -2635167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2635168.250000 Penalty: 4920.222656
	Iteration 89Q: 3 clusters Score -2635168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2635170.250000 Penalty: 4920.222656
	Iteration 90Q: 3 clusters Score -2635170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2635171.000000 Penalty: 4920.222656
	Iteration 91Q: 3 clusters Score -2635171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2635173.750000 Penalty: 4920.222656
	Iteration 92Q: 3 clusters Score -2635174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2635177.250000 Penalty: 4920.222656
	Iteration 93Q: 3 clusters Score -2635177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2635176.000000 Penalty: 4920.222656
	Iteration 94Q: 3 clusters Score -2635176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2635175.250000 Penalty: 4920.222656
	Iteration 95Q: 3 clusters Score -2635175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2635174.750000 Penalty: 4920.222656
	Iteration 96Q: 3 clusters Score -2635175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2635176.750000 Penalty: 4920.222656
	Iteration 97Q: 3 clusters Score -2635177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2635184.500000 Penalty: 4920.222656
	Iteration 98Q: 3 clusters Score -2635184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2635184.250000 Penalty: 4920.222656
	Iteration 99Q: 3 clusters Score -2635184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2635184.500000 Penalty: 4920.222656
	Iteration 100F: 3 clusters Score -2635184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2635185.250000 Penalty: 4920.222656
	Iteration 101Q: 3 clusters Score -2635185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2635184.750000 Penalty: 4920.222656
	Iteration 102Q: 3 clusters Score -2635185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2635182.000000 Penalty: 4920.222656
	Iteration 103Q: 3 clusters Score -2635182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2635186.250000 Penalty: 4920.222656
	Iteration 104Q: 3 clusters Score -2635186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2635190.000000 Penalty: 4920.222656
	Iteration 105Q: 3 clusters Score -2635190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2635191.250000 Penalty: 4920.222656
	Iteration 106Q: 3 clusters Score -2635191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2635191.250000 Penalty: 4920.222656
	Iteration 107Q: 3 clusters Score -2635191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2635189.250000 Penalty: 4920.222656
	Iteration 108Q: 3 clusters Score -2635189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2635195.000000 Penalty: 4920.222656
	Iteration 109Q: 3 clusters Score -2635195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2635197.000000 Penalty: 4920.222656
	Iteration 110Q: 3 clusters Score -2635197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2635194.750000 Penalty: 4920.222656
	Iteration 111Q: 3 clusters Score -2635195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2635197.750000 Penalty: 4920.222656
	Iteration 112Q: 3 clusters Score -2635198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2635202.250000 Penalty: 4920.222656
	Iteration 113Q: 3 clusters Score -2635202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2635206.000000 Penalty: 4920.222656
	Iteration 114Q: 3 clusters Score -2635206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2635201.000000 Penalty: 4920.222656
	Iteration 115Q: 3 clusters Score -2635201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2635201.750000 Penalty: 4920.222656
	Iteration 116Q: 3 clusters Score -2635202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2635206.750000 Penalty: 4920.222656
	Iteration 117Q: 3 clusters Score -2635207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2635203.500000 Penalty: 4920.222656
	Iteration 118Q: 3 clusters Score -2635204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2635209.500000 Penalty: 4920.222656
	Iteration 119Q: 3 clusters Score -2635210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2635212.250000 Penalty: 4920.222656
	Iteration 120F: 3 clusters Score -2635212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2635218.250000 Penalty: 4920.222656
	Iteration 121Q: 3 clusters Score -2635218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2635225.750000 Penalty: 4920.222656
	Iteration 122Q: 3 clusters Score -2635226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2635227.000000 Penalty: 4920.222656
	Iteration 123Q: 3 clusters Score -2635227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2635228.500000 Penalty: 4920.222656
	Iteration 124Q: 3 clusters Score -2635228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2635225.750000 Penalty: 4920.222656
	Iteration 125Q: 3 clusters Score -2635226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2635228.250000 Penalty: 4920.222656
	Iteration 126Q: 3 clusters Score -2635228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2635224.250000 Penalty: 4920.222656
	Iteration 127Q: 3 clusters Score -2635224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2635230.000000 Penalty: 4920.222656
	Iteration 128Q: 3 clusters Score -2635230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2635225.750000 Penalty: 4920.222656
	Iteration 129Q: 3 clusters Score -2635226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2635229.250000 Penalty: 4920.222656
	Iteration 130Q: 3 clusters Score -2635229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2635238.000000 Penalty: 4920.222656
	Iteration 131Q: 3 clusters Score -2635238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2635233.250000 Penalty: 4920.222656
	Iteration 132Q: 3 clusters Score -2635233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2635230.500000 Penalty: 4920.222656
	Iteration 133Q: 3 clusters Score -2635230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2635234.500000 Penalty: 4920.222656
	Iteration 134Q: 3 clusters Score -2635234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2635232.000000 Penalty: 4920.222656
	Iteration 135Q: 3 clusters Score -2635232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2635234.000000 Penalty: 4920.222656
	Iteration 136Q: 3 clusters Score -2635234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2635234.000000 Penalty: 4920.222656
	Iteration 137F: 3 clusters Score -2635234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -112385.117188 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -112385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110616.953125 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -110617 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111032.906250 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -111032.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111154.015625 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -111154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111229.906250 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -111229.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111314.054688 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -111314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111353.578125 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -111353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111370.125000 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -111370.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111388.546875 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -111388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -111400.156250 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -111400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111422.007812 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -111422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111431.562500 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -111431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -111443.070312 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -111443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -111449.773438 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -111449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111454.320312 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -111454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111455.664062 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -111455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111455.664062 Penalty: 3388.113770
	Iteration 15F: 3 clusters Score -111455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Entering Unmasked Estep 
Score: -19932058.000000 Penalty: 2964.278076
	Iteration 0F: 2 clusters Score -1.993206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -19831670.000000 Penalty: 5928.556152
	Iteration 0F: 3 clusters Score -1.983167e+07 nChanged 74310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -19874004.000000 Penalty: 5928.556152
	Iteration 1F: 3 clusters Score -1.9874e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -19874506.000000 Penalty: 5928.556152
	Iteration 2Q: 3 clusters Score -1.987451e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 75060 members 
Entering Unmasked Estep 
Score: -19875222.000000 Penalty: 5928.556152
	Iteration 3Q: 3 clusters Score -1.987522e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -19876062.000000 Penalty: 5928.556152
	Iteration 4Q: 3 clusters Score -1.987606e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -19876938.000000 Penalty: 5928.556152
	Iteration 5Q: 3 clusters Score -1.987694e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -19878194.000000 Penalty: 5928.556152
	Iteration 6Q: 3 clusters Score -1.987819e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -19880500.000000 Penalty: 5928.556152
	Iteration 7Q: 3 clusters Score -1.98805e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -19884350.000000 Penalty: 5928.556152
	Iteration 8Q: 3 clusters Score -1.988435e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109316 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -19891118.000000 Penalty: 5928.556152
	Iteration 9F: 3 clusters Score -1.989112e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121879 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -19901590.000000 Penalty: 5928.556152
	Iteration 10F: 3 clusters Score -1.990159e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134938 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -19913178.000000 Penalty: 5928.556152
	Iteration 11F: 3 clusters Score -1.991318e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -19921690.000000 Penalty: 5928.556152
	Iteration 12F: 3 clusters Score -1.992169e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -19926238.000000 Penalty: 5928.556152
	Iteration 13Q: 3 clusters Score -1.992624e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19928126.000000 Penalty: 5928.556152
	Iteration 14Q: 3 clusters Score -1.992813e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19928818.000000 Penalty: 5928.556152
	Iteration 15Q: 3 clusters Score -1.992882e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19929204.000000 Penalty: 5928.556152
	Iteration 16Q: 3 clusters Score -1.99292e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19929342.000000 Penalty: 5928.556152
	Iteration 17Q: 3 clusters Score -1.992934e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19929402.000000 Penalty: 5928.556152
	Iteration 18Q: 3 clusters Score -1.99294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19929436.000000 Penalty: 5928.556152
	Iteration 19Q: 3 clusters Score -1.992944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19929464.000000 Penalty: 5928.556152
	Iteration 20F: 3 clusters Score -1.992946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19929494.000000 Penalty: 5928.556152
	Iteration 21Q: 3 clusters Score -1.992949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19929516.000000 Penalty: 5928.556152
	Iteration 22Q: 3 clusters Score -1.992952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -19929520.000000 Penalty: 5928.556152
	Iteration 23Q: 3 clusters Score -1.992952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19929512.000000 Penalty: 5928.556152
	Iteration 24Q: 3 clusters Score -1.992951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19929508.000000 Penalty: 5928.556152
	Iteration 25Q: 3 clusters Score -1.992951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19929510.000000 Penalty: 5928.556152
	Iteration 26Q: 3 clusters Score -1.992951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154829 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19929516.000000 Penalty: 5928.556152
	Iteration 27Q: 3 clusters Score -1.992952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154829 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19929516.000000 Penalty: 5928.556152
	Iteration 28F: 3 clusters Score -1.992952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Entering Unmasked Estep 
Score: -4282707.000000 Penalty: 2591.618896
	Iteration 0F: 2 clusters Score -4282707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4259117.500000 Penalty: 5183.237793
	Iteration 0F: 3 clusters Score -4259118 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4267583.000000 Penalty: 5183.237793
	Iteration 1F: 3 clusters Score -4267583 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4268066.000000 Penalty: 5183.237793
	Iteration 2Q: 3 clusters Score -4268066 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4268489.500000 Penalty: 5183.237793
	Iteration 3Q: 3 clusters Score -4268490 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4268859.500000 Penalty: 5183.237793
	Iteration 4Q: 3 clusters Score -4268860 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4269206.500000 Penalty: 5183.237793
	Iteration 5Q: 3 clusters Score -4269206 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4269553.500000 Penalty: 5183.237793
	Iteration 6Q: 3 clusters Score -4269554 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4269896.000000 Penalty: 5183.237793
	Iteration 7Q: 3 clusters Score -4269896 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4270239.000000 Penalty: 5183.237793
	Iteration 8Q: 3 clusters Score -4270239 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4270566.000000 Penalty: 5183.237793
	Iteration 9Q: 3 clusters Score -4270566 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4270951.000000 Penalty: 5183.237793
	Iteration 10Q: 3 clusters Score -4270951 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4271449.500000 Penalty: 5183.237793
	Iteration 11Q: 3 clusters Score -4271450 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4272072.500000 Penalty: 5183.237793
	Iteration 12Q: 3 clusters Score -4272072 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4272944.000000 Penalty: 5183.237793
	Iteration 13Q: 3 clusters Score -4272944 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4274093.500000 Penalty: 5183.237793
	Iteration 14F: 3 clusters Score -4274094 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4275461.500000 Penalty: 5183.237793
	Iteration 15F: 3 clusters Score -4275462 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4276926.000000 Penalty: 5183.237793
	Iteration 16F: 3 clusters Score -4276926 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4278240.500000 Penalty: 5183.237793
	Iteration 17Q: 3 clusters Score -4278240 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4279195.000000 Penalty: 5183.237793
	Iteration 18Q: 3 clusters Score -4279195 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4279788.500000 Penalty: 5183.237793
	Iteration 19Q: 3 clusters Score -4279788 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4280134.000000 Penalty: 5183.237793
	Iteration 20F: 3 clusters Score -4280134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4280333.500000 Penalty: 5183.237793
	Iteration 21Q: 3 clusters Score -4280334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4280447.500000 Penalty: 5183.237793
	Iteration 22Q: 3 clusters Score -4280448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4280527.000000 Penalty: 5183.237793
	Iteration 23Q: 3 clusters Score -4280527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4280582.500000 Penalty: 5183.237793
	Iteration 24Q: 3 clusters Score -4280582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4280641.000000 Penalty: 5183.237793
	Iteration 25Q: 3 clusters Score -4280641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4280684.000000 Penalty: 5183.237793
	Iteration 26Q: 3 clusters Score -4280684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4280716.500000 Penalty: 5183.237793
	Iteration 27Q: 3 clusters Score -4280716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4280733.500000 Penalty: 5183.237793
	Iteration 28Q: 3 clusters Score -4280734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4280754.000000 Penalty: 5183.237793
	Iteration 29Q: 3 clusters Score -4280754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4280761.500000 Penalty: 5183.237793
	Iteration 30Q: 3 clusters Score -4280762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4280778.500000 Penalty: 5183.237793
	Iteration 31Q: 3 clusters Score -4280778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4280785.500000 Penalty: 5183.237793
	Iteration 32Q: 3 clusters Score -4280786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4280791.500000 Penalty: 5183.237793
	Iteration 33Q: 3 clusters Score -4280792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4280802.000000 Penalty: 5183.237793
	Iteration 34Q: 3 clusters Score -4280802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4280806.000000 Penalty: 5183.237793
	Iteration 35Q: 3 clusters Score -4280806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4280805.500000 Penalty: 5183.237793
	Iteration 36Q: 3 clusters Score -4280806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4280807.000000 Penalty: 5183.237793
	Iteration 37Q: 3 clusters Score -4280807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4280813.500000 Penalty: 5183.237793
	Iteration 38Q: 3 clusters Score -4280814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4280808.000000 Penalty: 5183.237793
	Iteration 39Q: 3 clusters Score -4280808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4280807.500000 Penalty: 5183.237793
	Iteration 40F: 3 clusters Score -4280808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4280811.000000 Penalty: 5183.237793
	Iteration 41Q: 3 clusters Score -4280811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4280808.000000 Penalty: 5183.237793
	Iteration 42Q: 3 clusters Score -4280808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4280808.000000 Penalty: 5183.237793
	Iteration 43F: 3 clusters Score -4280808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -2754189.500000 Penalty: 2471.146484
	Iteration 0F: 2 clusters Score -2754190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2739330.250000 Penalty: 4942.292969
	Iteration 0F: 3 clusters Score -2739330 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2744609.500000 Penalty: 4942.292969
	Iteration 1F: 3 clusters Score -2744610 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2745138.500000 Penalty: 4942.292969
	Iteration 2F: 3 clusters Score -2745138 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2745569.000000 Penalty: 4942.292969
	Iteration 3Q: 3 clusters Score -2745569 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2745982.500000 Penalty: 4942.292969
	Iteration 4Q: 3 clusters Score -2745982 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2746381.750000 Penalty: 4942.292969
	Iteration 5Q: 3 clusters Score -2746382 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2746874.250000 Penalty: 4942.292969
	Iteration 6Q: 3 clusters Score -2746874 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2747375.750000 Penalty: 4942.292969
	Iteration 7Q: 3 clusters Score -2747376 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2747923.750000 Penalty: 4942.292969
	Iteration 8Q: 3 clusters Score -2747924 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2748518.000000 Penalty: 4942.292969
	Iteration 9Q: 3 clusters Score -2748518 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2749084.250000 Penalty: 4942.292969
	Iteration 10Q: 3 clusters Score -2749084 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2749516.000000 Penalty: 4942.292969
	Iteration 11Q: 3 clusters Score -2749516 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2749776.750000 Penalty: 4942.292969
	Iteration 12Q: 3 clusters Score -2749777 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2749916.250000 Penalty: 4942.292969
	Iteration 13Q: 3 clusters Score -2749916 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2749998.500000 Penalty: 4942.292969
	Iteration 14Q: 3 clusters Score -2749998 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2750068.250000 Penalty: 4942.292969
	Iteration 15Q: 3 clusters Score -2750068 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2750113.000000 Penalty: 4942.292969
	Iteration 16Q: 3 clusters Score -2750113 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2750176.000000 Penalty: 4942.292969
	Iteration 17Q: 3 clusters Score -2750176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2750220.000000 Penalty: 4942.292969
	Iteration 18Q: 3 clusters Score -2750220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2750255.000000 Penalty: 4942.292969
	Iteration 19Q: 3 clusters Score -2750255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2750276.000000 Penalty: 4942.292969
	Iteration 20F: 3 clusters Score -2750276 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2750307.000000 Penalty: 4942.292969
	Iteration 21Q: 3 clusters Score -2750307 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2750338.500000 Penalty: 4942.292969
	Iteration 22Q: 3 clusters Score -2750338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2750357.500000 Penalty: 4942.292969
	Iteration 23Q: 3 clusters Score -2750358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2750383.500000 Penalty: 4942.292969
	Iteration 24Q: 3 clusters Score -2750384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2750398.750000 Penalty: 4942.292969
	Iteration 25Q: 3 clusters Score -2750399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2750413.750000 Penalty: 4942.292969
	Iteration 26Q: 3 clusters Score -2750414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2750425.750000 Penalty: 4942.292969
	Iteration 27Q: 3 clusters Score -2750426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2750444.250000 Penalty: 4942.292969
	Iteration 28Q: 3 clusters Score -2750444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2750456.250000 Penalty: 4942.292969
	Iteration 29Q: 3 clusters Score -2750456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2750457.500000 Penalty: 4942.292969
	Iteration 30Q: 3 clusters Score -2750458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2750462.500000 Penalty: 4942.292969
	Iteration 31Q: 3 clusters Score -2750462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2750487.750000 Penalty: 4942.292969
	Iteration 32Q: 3 clusters Score -2750488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2750492.250000 Penalty: 4942.292969
	Iteration 33Q: 3 clusters Score -2750492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2750494.500000 Penalty: 4942.292969
	Iteration 34Q: 3 clusters Score -2750494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2750502.000000 Penalty: 4942.292969
	Iteration 35Q: 3 clusters Score -2750502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2750508.250000 Penalty: 4942.292969
	Iteration 36Q: 3 clusters Score -2750508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2750517.750000 Penalty: 4942.292969
	Iteration 37Q: 3 clusters Score -2750518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2750521.750000 Penalty: 4942.292969
	Iteration 38Q: 3 clusters Score -2750522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2750524.750000 Penalty: 4942.292969
	Iteration 39Q: 3 clusters Score -2750525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2750537.000000 Penalty: 4942.292969
	Iteration 40F: 3 clusters Score -2750537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2750546.000000 Penalty: 4942.292969
	Iteration 41Q: 3 clusters Score -2750546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2750545.250000 Penalty: 4942.292969
	Iteration 42Q: 3 clusters Score -2750545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2750558.750000 Penalty: 4942.292969
	Iteration 43Q: 3 clusters Score -2750559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2750562.500000 Penalty: 4942.292969
	Iteration 44Q: 3 clusters Score -2750562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2750568.500000 Penalty: 4942.292969
	Iteration 45Q: 3 clusters Score -2750568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2750576.750000 Penalty: 4942.292969
	Iteration 46Q: 3 clusters Score -2750577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2750589.500000 Penalty: 4942.292969
	Iteration 47Q: 3 clusters Score -2750590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2750589.750000 Penalty: 4942.292969
	Iteration 48Q: 3 clusters Score -2750590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2750585.250000 Penalty: 4942.292969
	Iteration 49Q: 3 clusters Score -2750585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2750594.500000 Penalty: 4942.292969
	Iteration 50Q: 3 clusters Score -2750594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2750601.000000 Penalty: 4942.292969
	Iteration 51Q: 3 clusters Score -2750601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2750604.750000 Penalty: 4942.292969
	Iteration 52Q: 3 clusters Score -2750605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2750617.500000 Penalty: 4942.292969
	Iteration 53Q: 3 clusters Score -2750618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2750624.250000 Penalty: 4942.292969
	Iteration 54Q: 3 clusters Score -2750624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2750633.000000 Penalty: 4942.292969
	Iteration 55Q: 3 clusters Score -2750633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2750631.250000 Penalty: 4942.292969
	Iteration 56Q: 3 clusters Score -2750631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2750640.750000 Penalty: 4942.292969
	Iteration 57Q: 3 clusters Score -2750641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2750632.000000 Penalty: 4942.292969
	Iteration 58Q: 3 clusters Score -2750632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2750651.000000 Penalty: 4942.292969
	Iteration 59Q: 3 clusters Score -2750651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2750663.250000 Penalty: 4942.292969
	Iteration 60F: 3 clusters Score -2750663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2750681.250000 Penalty: 4942.292969
	Iteration 61Q: 3 clusters Score -2750681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2750686.750000 Penalty: 4942.292969
	Iteration 62Q: 3 clusters Score -2750687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2750690.750000 Penalty: 4942.292969
	Iteration 63Q: 3 clusters Score -2750691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2750699.250000 Penalty: 4942.292969
	Iteration 64Q: 3 clusters Score -2750699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2750704.250000 Penalty: 4942.292969
	Iteration 65Q: 3 clusters Score -2750704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2750714.500000 Penalty: 4942.292969
	Iteration 66Q: 3 clusters Score -2750714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2750719.500000 Penalty: 4942.292969
	Iteration 67Q: 3 clusters Score -2750720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2750729.250000 Penalty: 4942.292969
	Iteration 68Q: 3 clusters Score -2750729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2750731.750000 Penalty: 4942.292969
	Iteration 69Q: 3 clusters Score -2750732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2750741.750000 Penalty: 4942.292969
	Iteration 70Q: 3 clusters Score -2750742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2750753.250000 Penalty: 4942.292969
	Iteration 71Q: 3 clusters Score -2750753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2750763.500000 Penalty: 4942.292969
	Iteration 72Q: 3 clusters Score -2750764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2750768.750000 Penalty: 4942.292969
	Iteration 73Q: 3 clusters Score -2750769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2750777.000000 Penalty: 4942.292969
	Iteration 74Q: 3 clusters Score -2750777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2750771.000000 Penalty: 4942.292969
	Iteration 75Q: 3 clusters Score -2750771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2750765.000000 Penalty: 4942.292969
	Iteration 76Q: 3 clusters Score -2750765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2750777.750000 Penalty: 4942.292969
	Iteration 77Q: 3 clusters Score -2750778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2750782.000000 Penalty: 4942.292969
	Iteration 78Q: 3 clusters Score -2750782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2750790.000000 Penalty: 4942.292969
	Iteration 79Q: 3 clusters Score -2750790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2750795.750000 Penalty: 4942.292969
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Mstep: Class 1 contains 6913 members 
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 14399 members 
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Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 14447 members 
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Mstep: Class 1 contains 6757 members 
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Mstep: Class 1 contains 6711 members 
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Mstep: Class 1 contains 6658 members 
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Mstep: Class 1 contains 6619 members 
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Mstep: Class 1 contains 6515 members 
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Mstep: Class 2 contains 14801 members 
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Mstep: Class 1 contains 6390 members 
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Mstep: Class 1 contains 6320 members 
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Mstep: Class 1 contains 6169 members 
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Mstep: Class 1 contains 6087 members 
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Mstep: Class 1 contains 6017 members 
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Mstep: Class 1 contains 5939 members 
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Mstep: Class 1 contains 5865 members 
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Mstep: Class 1 contains 5780 members 
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Mstep: Class 2 contains 15580 members 
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Mstep: Class 1 contains 5577 members 
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Mstep: Class 1 contains 3525 members 
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	Iteration 172Q: 3 clusters Score -2752118 nChanged 10
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Score: -2752124.250000 Penalty: 4942.292969
	Iteration 173Q: 3 clusters Score -2752124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2752128.250000 Penalty: 4942.292969
	Iteration 174Q: 3 clusters Score -2752128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2752131.750000 Penalty: 4942.292969
	Iteration 175Q: 3 clusters Score -2752132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2752134.500000 Penalty: 4942.292969
	Iteration 176Q: 3 clusters Score -2752134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2752135.250000 Penalty: 4942.292969
	Iteration 177Q: 3 clusters Score -2752135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2752137.250000 Penalty: 4942.292969
	Iteration 178Q: 3 clusters Score -2752137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2752143.750000 Penalty: 4942.292969
	Iteration 179Q: 3 clusters Score -2752144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2752149.250000 Penalty: 4942.292969
	Iteration 180F: 3 clusters Score -2752149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2752157.000000 Penalty: 4942.292969
	Iteration 181Q: 3 clusters Score -2752157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2752165.250000 Penalty: 4942.292969
	Iteration 182Q: 3 clusters Score -2752165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2752169.250000 Penalty: 4942.292969
	Iteration 183Q: 3 clusters Score -2752169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2752173.500000 Penalty: 4942.292969
	Iteration 184Q: 3 clusters Score -2752174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2752176.250000 Penalty: 4942.292969
	Iteration 185Q: 3 clusters Score -2752176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2752171.250000 Penalty: 4942.292969
	Iteration 186Q: 3 clusters Score -2752171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2752172.500000 Penalty: 4942.292969
	Iteration 187Q: 3 clusters Score -2752172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2752175.000000 Penalty: 4942.292969
	Iteration 188Q: 3 clusters Score -2752175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2752174.000000 Penalty: 4942.292969
	Iteration 189Q: 3 clusters Score -2752174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2752172.750000 Penalty: 4942.292969
	Iteration 190Q: 3 clusters Score -2752173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2752178.250000 Penalty: 4942.292969
	Iteration 191Q: 3 clusters Score -2752178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2752179.500000 Penalty: 4942.292969
	Iteration 192Q: 3 clusters Score -2752180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2752179.500000 Penalty: 4942.292969
	Iteration 193F: 3 clusters Score -2752180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Entering Unmasked Estep 
Score: -1291373.500000 Penalty: 2301.429932
	Iteration 0F: 2 clusters Score -1291374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1283187.125000 Penalty: 4602.859863
	Iteration 0F: 3 clusters Score -1283187 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1285734.250000 Penalty: 4602.859863
	Iteration 1F: 3 clusters Score -1285734 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1286155.375000 Penalty: 4602.859863
	Iteration 2F: 3 clusters Score -1286155 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1286483.875000 Penalty: 4602.859863
	Iteration 3F: 3 clusters Score -1286484 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1286821.250000 Penalty: 4602.859863
	Iteration 4F: 3 clusters Score -1286821 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1287107.500000 Penalty: 4602.859863
	Iteration 5Q: 3 clusters Score -1287108 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1287345.875000 Penalty: 4602.859863
	Iteration 6Q: 3 clusters Score -1287346 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1287603.750000 Penalty: 4602.859863
	Iteration 7Q: 3 clusters Score -1287604 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1287903.375000 Penalty: 4602.859863
	Iteration 8Q: 3 clusters Score -1287903 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1288197.250000 Penalty: 4602.859863
	Iteration 9Q: 3 clusters Score -1288197 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1288448.625000 Penalty: 4602.859863
	Iteration 10Q: 3 clusters Score -1288449 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1288691.750000 Penalty: 4602.859863
	Iteration 11Q: 3 clusters Score -1288692 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1288947.375000 Penalty: 4602.859863
	Iteration 12Q: 3 clusters Score -1288947 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1289166.500000 Penalty: 4602.859863
	Iteration 13Q: 3 clusters Score -1289166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1289351.625000 Penalty: 4602.859863
	Iteration 14Q: 3 clusters Score -1289352 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1289511.500000 Penalty: 4602.859863
	Iteration 15Q: 3 clusters Score -1289512 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1289651.125000 Penalty: 4602.859863
	Iteration 16Q: 3 clusters Score -1289651 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1289762.375000 Penalty: 4602.859863
	Iteration 17Q: 3 clusters Score -1289762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1289861.750000 Penalty: 4602.859863
	Iteration 18Q: 3 clusters Score -1289862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1289964.750000 Penalty: 4602.859863
	Iteration 19Q: 3 clusters Score -1289965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1290046.500000 Penalty: 4602.859863
	Iteration 20F: 3 clusters Score -1290046 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1290114.750000 Penalty: 4602.859863
	Iteration 21Q: 3 clusters Score -1290115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1290175.125000 Penalty: 4602.859863
	Iteration 22Q: 3 clusters Score -1290175 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1290233.875000 Penalty: 4602.859863
	Iteration 23Q: 3 clusters Score -1290234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1290273.375000 Penalty: 4602.859863
	Iteration 24Q: 3 clusters Score -1290273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1290312.500000 Penalty: 4602.859863
	Iteration 25Q: 3 clusters Score -1290312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1290355.875000 Penalty: 4602.859863
	Iteration 26Q: 3 clusters Score -1290356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1290390.625000 Penalty: 4602.859863
	Iteration 27Q: 3 clusters Score -1290391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1290424.500000 Penalty: 4602.859863
	Iteration 28Q: 3 clusters Score -1290424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1290462.250000 Penalty: 4602.859863
	Iteration 29Q: 3 clusters Score -1290462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1290513.125000 Penalty: 4602.859863
	Iteration 30Q: 3 clusters Score -1290513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1290566.875000 Penalty: 4602.859863
	Iteration 31Q: 3 clusters Score -1290567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1290604.875000 Penalty: 4602.859863
	Iteration 32Q: 3 clusters Score -1290605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1290639.500000 Penalty: 4602.859863
	Iteration 33Q: 3 clusters Score -1290640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1290667.875000 Penalty: 4602.859863
	Iteration 34Q: 3 clusters Score -1290668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1290679.375000 Penalty: 4602.859863
	Iteration 35Q: 3 clusters Score -1290679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1290695.125000 Penalty: 4602.859863
	Iteration 36Q: 3 clusters Score -1290695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1290708.625000 Penalty: 4602.859863
	Iteration 37Q: 3 clusters Score -1290709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1290725.875000 Penalty: 4602.859863
	Iteration 38Q: 3 clusters Score -1290726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1290731.125000 Penalty: 4602.859863
	Iteration 39Q: 3 clusters Score -1290731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1290735.000000 Penalty: 4602.859863
	Iteration 40F: 3 clusters Score -1290735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1290749.125000 Penalty: 4602.859863
	Iteration 41Q: 3 clusters Score -1290749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1290759.375000 Penalty: 4602.859863
	Iteration 42Q: 3 clusters Score -1290759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1290758.375000 Penalty: 4602.859863
	Iteration 43Q: 3 clusters Score -1290758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1290766.125000 Penalty: 4602.859863
	Iteration 44Q: 3 clusters Score -1290766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1290772.250000 Penalty: 4602.859863
	Iteration 45Q: 3 clusters Score -1290772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1290771.750000 Penalty: 4602.859863
	Iteration 46Q: 3 clusters Score -1290772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1290772.500000 Penalty: 4602.859863
	Iteration 47Q: 3 clusters Score -1290772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1290773.000000 Penalty: 4602.859863
	Iteration 48Q: 3 clusters Score -1290773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1290773.000000 Penalty: 4602.859863
	Iteration 49F: 3 clusters Score -1290773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -172966.656250 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -172966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170701.937500 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -170701.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171062.625000 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -171062.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -171153.203125 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -171153.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171192.843750 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -171192.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171223.109375 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -171223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171253.562500 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -171253.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171274.000000 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -171274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -171302.703125 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -171302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171317.515625 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -171317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -171330.046875 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -171330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171344.031250 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -171344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -171355.546875 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -171355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171367.812500 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -171367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171378.234375 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -171378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -171400.921875 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -171400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171420.375000 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -171420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -171430.437500 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -171430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171439.750000 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -171439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -171444.984375 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -171445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171448.187500 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -171448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -171448.296875 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -171448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Entering Unmasked Estep 
Score: -5803683.000000 Penalty: 2656.502441
	Iteration 0F: 2 clusters Score -5803683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5773297.000000 Penalty: 5313.004883
	Iteration 0F: 3 clusters Score -5773297 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5784845.000000 Penalty: 5313.004883
	Iteration 1F: 3 clusters Score -5784845 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5785411.000000 Penalty: 5313.004883
	Iteration 2Q: 3 clusters Score -5785411 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5785930.000000 Penalty: 5313.004883
	Iteration 3Q: 3 clusters Score -5785930 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5786496.500000 Penalty: 5313.004883
	Iteration 4Q: 3 clusters Score -5786496 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5787171.500000 Penalty: 5313.004883
	Iteration 5Q: 3 clusters Score -5787172 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5787975.000000 Penalty: 5313.004883
	Iteration 6Q: 3 clusters Score -5787975 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5789047.500000 Penalty: 5313.004883
	Iteration 7Q: 3 clusters Score -5789048 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5790445.500000 Penalty: 5313.004883
	Iteration 8F: 3 clusters Score -5790446 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5792249.000000 Penalty: 5313.004883
	Iteration 9F: 3 clusters Score -5792249 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5793904.500000 Penalty: 5313.004883
	Iteration 10F: 3 clusters Score -5793904 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5795081.500000 Penalty: 5313.004883
	Iteration 11Q: 3 clusters Score -5795082 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5795764.000000 Penalty: 5313.004883
	Iteration 12Q: 3 clusters Score -5795764 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5796273.000000 Penalty: 5313.004883
	Iteration 13Q: 3 clusters Score -5796273 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5796774.500000 Penalty: 5313.004883
	Iteration 14Q: 3 clusters Score -5796774 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -5797257.000000 Penalty: 5313.004883
	Iteration 15Q: 3 clusters Score -5797257 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5797794.500000 Penalty: 5313.004883
	Iteration 16Q: 3 clusters Score -5797794 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5798219.500000 Penalty: 5313.004883
	Iteration 17Q: 3 clusters Score -5798220 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5798573.500000 Penalty: 5313.004883
	Iteration 18Q: 3 clusters Score -5798574 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -5798771.000000 Penalty: 5313.004883
	Iteration 19Q: 3 clusters Score -5798771 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -5798865.000000 Penalty: 5313.004883
	Iteration 20F: 3 clusters Score -5798865 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5798956.000000 Penalty: 5313.004883
	Iteration 21Q: 3 clusters Score -5798956 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -5799052.000000 Penalty: 5313.004883
	Iteration 22Q: 3 clusters Score -5799052 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5799109.000000 Penalty: 5313.004883
	Iteration 23Q: 3 clusters Score -5799109 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5799142.500000 Penalty: 5313.004883
	Iteration 24Q: 3 clusters Score -5799142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5799189.500000 Penalty: 5313.004883
	Iteration 25Q: 3 clusters Score -5799190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -5799201.000000 Penalty: 5313.004883
	Iteration 26Q: 3 clusters Score -5799201 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5799227.000000 Penalty: 5313.004883
	Iteration 27Q: 3 clusters Score -5799227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5799241.500000 Penalty: 5313.004883
	Iteration 28Q: 3 clusters Score -5799242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5799277.000000 Penalty: 5313.004883
	Iteration 29Q: 3 clusters Score -5799277 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5799323.000000 Penalty: 5313.004883
	Iteration 30Q: 3 clusters Score -5799323 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5799352.000000 Penalty: 5313.004883
	Iteration 31Q: 3 clusters Score -5799352 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5799372.500000 Penalty: 5313.004883
	Iteration 32Q: 3 clusters Score -5799372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -5799456.500000 Penalty: 5313.004883
	Iteration 33Q: 3 clusters Score -5799456 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -5799516.500000 Penalty: 5313.004883
	Iteration 34Q: 3 clusters Score -5799516 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5799644.500000 Penalty: 5313.004883
	Iteration 35Q: 3 clusters Score -5799644 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5799802.000000 Penalty: 5313.004883
	Iteration 36Q: 3 clusters Score -5799802 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -5800009.500000 Penalty: 5313.004883
	Iteration 37Q: 3 clusters Score -5800010 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5800313.500000 Penalty: 5313.004883
	Iteration 38Q: 3 clusters Score -5800314 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5800550.500000 Penalty: 5313.004883
	Iteration 39Q: 3 clusters Score -5800550 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5800754.000000 Penalty: 5313.004883
	Iteration 40F: 3 clusters Score -5800754 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5800931.000000 Penalty: 5313.004883
	Iteration 41Q: 3 clusters Score -5800931 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5801131.000000 Penalty: 5313.004883
	Iteration 42Q: 3 clusters Score -5801131 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -5801269.500000 Penalty: 5313.004883
	Iteration 43Q: 3 clusters Score -5801270 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5801329.500000 Penalty: 5313.004883
	Iteration 44Q: 3 clusters Score -5801330 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5801389.500000 Penalty: 5313.004883
	Iteration 45Q: 3 clusters Score -5801390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5801447.500000 Penalty: 5313.004883
	Iteration 46Q: 3 clusters Score -5801448 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5801512.000000 Penalty: 5313.004883
	Iteration 47Q: 3 clusters Score -5801512 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5801557.500000 Penalty: 5313.004883
	Iteration 48Q: 3 clusters Score -5801558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5801602.000000 Penalty: 5313.004883
	Iteration 49Q: 3 clusters Score -5801602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5801645.000000 Penalty: 5313.004883
	Iteration 50Q: 3 clusters Score -5801645 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -5801659.000000 Penalty: 5313.004883
	Iteration 51Q: 3 clusters Score -5801659 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5801670.000000 Penalty: 5313.004883
	Iteration 52Q: 3 clusters Score -5801670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5801677.500000 Penalty: 5313.004883
	Iteration 53Q: 3 clusters Score -5801678 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5801689.500000 Penalty: 5313.004883
	Iteration 54Q: 3 clusters Score -5801690 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5801720.500000 Penalty: 5313.004883
	Iteration 55Q: 3 clusters Score -5801720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -5801756.500000 Penalty: 5313.004883
	Iteration 56Q: 3 clusters Score -5801756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5801760.500000 Penalty: 5313.004883
	Iteration 57Q: 3 clusters Score -5801760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -5801744.000000 Penalty: 5313.004883
	Iteration 58Q: 3 clusters Score -5801744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5801770.000000 Penalty: 5313.004883
	Iteration 59Q: 3 clusters Score -5801770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5801771.500000 Penalty: 5313.004883
	Iteration 60F: 3 clusters Score -5801772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -5801783.000000 Penalty: 5313.004883
	Iteration 61Q: 3 clusters Score -5801783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -5801788.500000 Penalty: 5313.004883
	Iteration 62Q: 3 clusters Score -5801788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5801808.000000 Penalty: 5313.004883
	Iteration 63Q: 3 clusters Score -5801808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -5801818.500000 Penalty: 5313.004883
	Iteration 64Q: 3 clusters Score -5801818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5801810.000000 Penalty: 5313.004883
	Iteration 65Q: 3 clusters Score -5801810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5801794.500000 Penalty: 5313.004883
	Iteration 66Q: 3 clusters Score -5801794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5801797.000000 Penalty: 5313.004883
	Iteration 67Q: 3 clusters Score -5801797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5801791.000000 Penalty: 5313.004883
	Iteration 68Q: 3 clusters Score -5801791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5801805.500000 Penalty: 5313.004883
	Iteration 69Q: 3 clusters Score -5801806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5801814.500000 Penalty: 5313.004883
	Iteration 70Q: 3 clusters Score -5801814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5801810.500000 Penalty: 5313.004883
	Iteration 71Q: 3 clusters Score -5801810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5801811.000000 Penalty: 5313.004883
	Iteration 72Q: 3 clusters Score -5801811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5801819.000000 Penalty: 5313.004883
	Iteration 73Q: 3 clusters Score -5801819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5801817.500000 Penalty: 5313.004883
	Iteration 74Q: 3 clusters Score -5801818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5801813.500000 Penalty: 5313.004883
	Iteration 75Q: 3 clusters Score -5801814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5801817.000000 Penalty: 5313.004883
	Iteration 76Q: 3 clusters Score -5801817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5801832.500000 Penalty: 5313.004883
	Iteration 77Q: 3 clusters Score -5801832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5801824.000000 Penalty: 5313.004883
	Iteration 78Q: 3 clusters Score -5801824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5801831.500000 Penalty: 5313.004883
	Iteration 79Q: 3 clusters Score -5801832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -5801838.000000 Penalty: 5313.004883
	Iteration 80F: 3 clusters Score -5801838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5801838.500000 Penalty: 5313.004883
	Iteration 81Q: 3 clusters Score -5801838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -5801840.500000 Penalty: 5313.004883
	Iteration 82Q: 3 clusters Score -5801840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5801846.500000 Penalty: 5313.004883
	Iteration 83Q: 3 clusters Score -5801846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5801839.500000 Penalty: 5313.004883
	Iteration 84Q: 3 clusters Score -5801840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5801842.000000 Penalty: 5313.004883
	Iteration 85Q: 3 clusters Score -5801842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5801840.500000 Penalty: 5313.004883
	Iteration 86Q: 3 clusters Score -5801840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5801837.000000 Penalty: 5313.004883
	Iteration 87Q: 3 clusters Score -5801837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5801834.500000 Penalty: 5313.004883
	Iteration 88Q: 3 clusters Score -5801834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -5801836.500000 Penalty: 5313.004883
	Iteration 89Q: 3 clusters Score -5801836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5801840.500000 Penalty: 5313.004883
	Iteration 90Q: 3 clusters Score -5801840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5801841.500000 Penalty: 5313.004883
	Iteration 91Q: 3 clusters Score -5801842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5801841.500000 Penalty: 5313.004883
	Iteration 92Q: 3 clusters Score -5801842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5801846.000000 Penalty: 5313.004883
	Iteration 93Q: 3 clusters Score -5801846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -5801843.000000 Penalty: 5313.004883
	Iteration 94Q: 3 clusters Score -5801843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -5801835.000000 Penalty: 5313.004883
	Iteration 95Q: 3 clusters Score -5801835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5801832.500000 Penalty: 5313.004883
	Iteration 96Q: 3 clusters Score -5801832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5801834.000000 Penalty: 5313.004883
	Iteration 97Q: 3 clusters Score -5801834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5801837.000000 Penalty: 5313.004883
	Iteration 98Q: 3 clusters Score -5801837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5801833.500000 Penalty: 5313.004883
	Iteration 99Q: 3 clusters Score -5801834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -5801837.500000 Penalty: 5313.004883
	Iteration 100F: 3 clusters Score -5801838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5801834.500000 Penalty: 5313.004883
	Iteration 101Q: 3 clusters Score -5801834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5801835.000000 Penalty: 5313.004883
	Iteration 102Q: 3 clusters Score -5801835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5801835.000000 Penalty: 5313.004883
	Iteration 103F: 3 clusters Score -5801835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Entering Unmasked Estep 
Score: -21221320.000000 Penalty: 2981.202393
	Iteration 0F: 2 clusters Score -2.122132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -21113084.000000 Penalty: 5962.404785
	Iteration 0F: 3 clusters Score -2.111308e+07 nChanged 79838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -21158762.000000 Penalty: 5962.404785
	Iteration 1F: 3 clusters Score -2.115876e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -21160128.000000 Penalty: 5962.404785
	Iteration 2Q: 3 clusters Score -2.116013e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -21162124.000000 Penalty: 5962.404785
	Iteration 3Q: 3 clusters Score -2.116212e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -21165680.000000 Penalty: 5962.404785
	Iteration 4Q: 3 clusters Score -2.116568e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -21172384.000000 Penalty: 5962.404785
	Iteration 5F: 3 clusters Score -2.117238e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -21183758.000000 Penalty: 5962.404785
	Iteration 6F: 3 clusters Score -2.118376e+07 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -21198300.000000 Penalty: 5962.404785
	Iteration 7F: 3 clusters Score -2.11983e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -21210212.000000 Penalty: 5962.404785
	Iteration 8F: 3 clusters Score -2.121021e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -21215832.000000 Penalty: 5962.404785
	Iteration 9Q: 3 clusters Score -2.121583e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -21217852.000000 Penalty: 5962.404785
	Iteration 10Q: 3 clusters Score -2.121785e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21218518.000000 Penalty: 5962.404785
	Iteration 11Q: 3 clusters Score -2.121852e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21218700.000000 Penalty: 5962.404785
	Iteration 12Q: 3 clusters Score -2.12187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165583 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21218798.000000 Penalty: 5962.404785
	Iteration 13Q: 3 clusters Score -2.12188e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21218860.000000 Penalty: 5962.404785
	Iteration 14Q: 3 clusters Score -2.121886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21218906.000000 Penalty: 5962.404785
	Iteration 15Q: 3 clusters Score -2.121891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21218926.000000 Penalty: 5962.404785
	Iteration 16Q: 3 clusters Score -2.121893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21218932.000000 Penalty: 5962.404785
	Iteration 17Q: 3 clusters Score -2.121893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21218934.000000 Penalty: 5962.404785
	Iteration 18Q: 3 clusters Score -2.121893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21218944.000000 Penalty: 5962.404785
	Iteration 19Q: 3 clusters Score -2.121894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21218954.000000 Penalty: 5962.404785
	Iteration 20F: 3 clusters Score -2.121895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21218956.000000 Penalty: 5962.404785
	Iteration 21Q: 3 clusters Score -2.121896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21218958.000000 Penalty: 5962.404785
	Iteration 22Q: 3 clusters Score -2.121896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165666 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21218956.000000 Penalty: 5962.404785
	Iteration 23Q: 3 clusters Score -2.121896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21218966.000000 Penalty: 5962.404785
	Iteration 24Q: 3 clusters Score -2.121897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21218960.000000 Penalty: 5962.404785
	Iteration 25Q: 3 clusters Score -2.121896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21218950.000000 Penalty: 5962.404785
	Iteration 26Q: 3 clusters Score -2.121895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21218964.000000 Penalty: 5962.404785
	Iteration 27Q: 3 clusters Score -2.121896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21218970.000000 Penalty: 5962.404785
	Iteration 28Q: 3 clusters Score -2.121897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21218968.000000 Penalty: 5962.404785
	Iteration 29Q: 3 clusters Score -2.121897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21218966.000000 Penalty: 5962.404785
	Iteration 30Q: 3 clusters Score -2.121897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21218948.000000 Penalty: 5962.404785
	Iteration 31Q: 3 clusters Score -2.121895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21218960.000000 Penalty: 5962.404785
	Iteration 32Q: 3 clusters Score -2.121896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21218960.000000 Penalty: 5962.404785
	Iteration 33F: 3 clusters Score -2.121896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Entering Unmasked Estep 
Score: -4781439.500000 Penalty: 2607.542725
	Iteration 0F: 2 clusters Score -4781440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4756309.500000 Penalty: 5215.085449
	Iteration 0F: 3 clusters Score -4756310 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4765589.000000 Penalty: 5215.085449
	Iteration 1F: 3 clusters Score -4765589 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4766155.000000 Penalty: 5215.085449
	Iteration 2Q: 3 clusters Score -4766155 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4766708.500000 Penalty: 5215.085449
	Iteration 3Q: 3 clusters Score -4766708 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4767307.500000 Penalty: 5215.085449
	Iteration 4Q: 3 clusters Score -4767308 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4767972.000000 Penalty: 5215.085449
	Iteration 5Q: 3 clusters Score -4767972 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4768801.500000 Penalty: 5215.085449
	Iteration 6Q: 3 clusters Score -4768802 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4769806.500000 Penalty: 5215.085449
	Iteration 7Q: 3 clusters Score -4769806 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4770896.500000 Penalty: 5215.085449
	Iteration 8Q: 3 clusters Score -4770896 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4772156.500000 Penalty: 5215.085449
	Iteration 9Q: 3 clusters Score -4772156 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4773464.500000 Penalty: 5215.085449
	Iteration 10Q: 3 clusters Score -4773464 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4774660.500000 Penalty: 5215.085449
	Iteration 11Q: 3 clusters Score -4774660 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4775655.000000 Penalty: 5215.085449
	Iteration 12Q: 3 clusters Score -4775655 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4776419.500000 Penalty: 5215.085449
	Iteration 13Q: 3 clusters Score -4776420 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4777037.000000 Penalty: 5215.085449
	Iteration 14Q: 3 clusters Score -4777037 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4777493.000000 Penalty: 5215.085449
	Iteration 15Q: 3 clusters Score -4777493 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4777900.500000 Penalty: 5215.085449
	Iteration 16Q: 3 clusters Score -4777900 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4778216.500000 Penalty: 5215.085449
	Iteration 17Q: 3 clusters Score -4778216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4778482.500000 Penalty: 5215.085449
	Iteration 18Q: 3 clusters Score -4778482 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4778663.500000 Penalty: 5215.085449
	Iteration 19Q: 3 clusters Score -4778664 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4778786.000000 Penalty: 5215.085449
	Iteration 20F: 3 clusters Score -4778786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4778883.000000 Penalty: 5215.085449
	Iteration 21Q: 3 clusters Score -4778883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4778937.000000 Penalty: 5215.085449
	Iteration 22Q: 3 clusters Score -4778937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4778992.500000 Penalty: 5215.085449
	Iteration 23Q: 3 clusters Score -4778992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4779029.000000 Penalty: 5215.085449
	Iteration 24Q: 3 clusters Score -4779029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4779060.000000 Penalty: 5215.085449
	Iteration 25Q: 3 clusters Score -4779060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4779079.500000 Penalty: 5215.085449
	Iteration 26Q: 3 clusters Score -4779080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4779106.500000 Penalty: 5215.085449
	Iteration 27Q: 3 clusters Score -4779106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4779118.500000 Penalty: 5215.085449
	Iteration 28Q: 3 clusters Score -4779118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4779132.000000 Penalty: 5215.085449
	Iteration 29Q: 3 clusters Score -4779132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4779137.000000 Penalty: 5215.085449
	Iteration 30Q: 3 clusters Score -4779137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4779149.500000 Penalty: 5215.085449
	Iteration 31Q: 3 clusters Score -4779150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4779160.500000 Penalty: 5215.085449
	Iteration 32Q: 3 clusters Score -4779160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4779167.000000 Penalty: 5215.085449
	Iteration 33Q: 3 clusters Score -4779167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4779181.000000 Penalty: 5215.085449
	Iteration 34Q: 3 clusters Score -4779181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4779190.500000 Penalty: 5215.085449
	Iteration 35Q: 3 clusters Score -4779190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4779194.000000 Penalty: 5215.085449
	Iteration 36Q: 3 clusters Score -4779194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4779194.000000 Penalty: 5215.085449
	Iteration 37Q: 3 clusters Score -4779194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4779200.500000 Penalty: 5215.085449
	Iteration 38Q: 3 clusters Score -4779200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4779203.500000 Penalty: 5215.085449
	Iteration 39Q: 3 clusters Score -4779204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4779207.000000 Penalty: 5215.085449
	Iteration 40F: 3 clusters Score -4779207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4779212.000000 Penalty: 5215.085449
	Iteration 41Q: 3 clusters Score -4779212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4779214.500000 Penalty: 5215.085449
	Iteration 42Q: 3 clusters Score -4779214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4779212.000000 Penalty: 5215.085449
	Iteration 43Q: 3 clusters Score -4779212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4779216.000000 Penalty: 5215.085449
	Iteration 44Q: 3 clusters Score -4779216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4779221.000000 Penalty: 5215.085449
	Iteration 45Q: 3 clusters Score -4779221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4779224.500000 Penalty: 5215.085449
	Iteration 46Q: 3 clusters Score -4779224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4779227.500000 Penalty: 5215.085449
	Iteration 47Q: 3 clusters Score -4779228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4779227.500000 Penalty: 5215.085449
	Iteration 48F: 3 clusters Score -4779228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -268353.687500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -268353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265600.843750 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -265600.8 nChanged 715
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: -266097.437500 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -266097.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -266224.781250 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -266224.8 nChanged 89
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: -266302.500000 Penalty: 3805.687988
	Iteration 3Q: 3 clusters Score -266302.5 nChanged 57
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: -266347.437500 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -266347.4 nChanged 53
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: -266385.968750 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -266386 nChanged 40
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: -266415.156250 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -266415.2 nChanged 26
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: -266431.343750 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -266431.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -266449.750000 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -266449.8 nChanged 15
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: -266458.843750 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -266458.8 nChanged 8
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: -266462.968750 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -266463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266468.375000 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -266468.4 nChanged 5
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: -266471.125000 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -266471.1 nChanged 4
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: -266473.218750 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -266473.2 nChanged 2
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: -266474.187500 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -266474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266474.593750 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -266474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266474.593750 Penalty: 3805.687988
	Iteration 16F: 3 clusters Score -266474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -998677.437500 Penalty: 2224.950684
	Iteration 0F: 2 clusters Score -998677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -992366.562500 Penalty: 4449.901367
	Iteration 0F: 3 clusters Score -992366.6 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -993956.875000 Penalty: 4449.901367
	Iteration 1F: 3 clusters Score -993956.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -994212.625000 Penalty: 4449.901367
	Iteration 2F: 3 clusters Score -994212.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -994370.750000 Penalty: 4449.901367
	Iteration 3Q: 3 clusters Score -994370.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -994483.812500 Penalty: 4449.901367
	Iteration 4Q: 3 clusters Score -994483.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -994575.312500 Penalty: 4449.901367
	Iteration 5Q: 3 clusters Score -994575.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -994652.437500 Penalty: 4449.901367
	Iteration 6Q: 3 clusters Score -994652.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -994730.312500 Penalty: 4449.901367
	Iteration 7Q: 3 clusters Score -994730.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -994813.187500 Penalty: 4449.901367
	Iteration 8Q: 3 clusters Score -994813.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -994901.875000 Penalty: 4449.901367
	Iteration 9Q: 3 clusters Score -994901.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -995004.812500 Penalty: 4449.901367
	Iteration 10Q: 3 clusters Score -995004.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -995116.187500 Penalty: 4449.901367
	Iteration 11Q: 3 clusters Score -995116.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -995247.000000 Penalty: 4449.901367
	Iteration 12Q: 3 clusters Score -995247 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -995395.375000 Penalty: 4449.901367
	Iteration 13Q: 3 clusters Score -995395.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -995522.437500 Penalty: 4449.901367
	Iteration 14Q: 3 clusters Score -995522.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -995655.375000 Penalty: 4449.901367
	Iteration 15Q: 3 clusters Score -995655.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -995779.375000 Penalty: 4449.901367
	Iteration 16Q: 3 clusters Score -995779.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -995919.000000 Penalty: 4449.901367
	Iteration 17Q: 3 clusters Score -995919 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -996050.187500 Penalty: 4449.901367
	Iteration 18Q: 3 clusters Score -996050.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -996172.250000 Penalty: 4449.901367
	Iteration 19Q: 3 clusters Score -996172.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -996306.187500 Penalty: 4449.901367
	Iteration 20F: 3 clusters Score -996306.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -996432.187500 Penalty: 4449.901367
	Iteration 21Q: 3 clusters Score -996432.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -996562.500000 Penalty: 4449.901367
	Iteration 22Q: 3 clusters Score -996562.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -996673.062500 Penalty: 4449.901367
	Iteration 23Q: 3 clusters Score -996673.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -996767.250000 Penalty: 4449.901367
	Iteration 24Q: 3 clusters Score -996767.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -996845.562500 Penalty: 4449.901367
	Iteration 25Q: 3 clusters Score -996845.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -996916.812500 Penalty: 4449.901367
	Iteration 26Q: 3 clusters Score -996916.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -996989.437500 Penalty: 4449.901367
	Iteration 27Q: 3 clusters Score -996989.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -997065.187500 Penalty: 4449.901367
	Iteration 28Q: 3 clusters Score -997065.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -997124.937500 Penalty: 4449.901367
	Iteration 29Q: 3 clusters Score -997124.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -997186.687500 Penalty: 4449.901367
	Iteration 30Q: 3 clusters Score -997186.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -997237.437500 Penalty: 4449.901367
	Iteration 31Q: 3 clusters Score -997237.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -997261.375000 Penalty: 4449.901367
	Iteration 32Q: 3 clusters Score -997261.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -997283.687500 Penalty: 4449.901367
	Iteration 33Q: 3 clusters Score -997283.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -997299.250000 Penalty: 4449.901367
	Iteration 34Q: 3 clusters Score -997299.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -997306.500000 Penalty: 4449.901367
	Iteration 35Q: 3 clusters Score -997306.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -997321.125000 Penalty: 4449.901367
	Iteration 36Q: 3 clusters Score -997321.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -997326.000000 Penalty: 4449.901367
	Iteration 37Q: 3 clusters Score -997326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -997326.312500 Penalty: 4449.901367
	Iteration 38Q: 3 clusters Score -997326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -997328.375000 Penalty: 4449.901367
	Iteration 39Q: 3 clusters Score -997328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -997332.437500 Penalty: 4449.901367
	Iteration 40F: 3 clusters Score -997332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -997332.937500 Penalty: 4449.901367
	Iteration 41Q: 3 clusters Score -997332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -997334.312500 Penalty: 4449.901367
	Iteration 42Q: 3 clusters Score -997334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -997332.250000 Penalty: 4449.901367
	Iteration 43Q: 3 clusters Score -997332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -997334.062500 Penalty: 4449.901367
	Iteration 44Q: 3 clusters Score -997334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -997334.062500 Penalty: 4449.901367
	Iteration 45F: 3 clusters Score -997334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273547 members 
Entering Unmasked Estep 
Score: -34807508.000000 Penalty: 3104.768799
	Iteration 0F: 2 clusters Score -3.480751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 136680 members 
Entering Unmasked Estep 
Score: -34638752.000000 Penalty: 6209.537598
	Iteration 0F: 3 clusters Score -3.463875e+07 nChanged 131970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -34715428.000000 Penalty: 6209.537598
	Iteration 1F: 3 clusters Score -3.471543e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139339 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -34716436.000000 Penalty: 6209.537598
	Iteration 2Q: 3 clusters Score -3.471644e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140982 members 
Mstep: Class 2 contains 132565 members 
Entering Unmasked Estep 
Score: -34717368.000000 Penalty: 6209.537598
	Iteration 3Q: 3 clusters Score -3.471737e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -34718584.000000 Penalty: 6209.537598
	Iteration 4Q: 3 clusters Score -3.471858e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -34719988.000000 Penalty: 6209.537598
	Iteration 5Q: 3 clusters Score -3.471999e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -34722328.000000 Penalty: 6209.537598
	Iteration 6Q: 3 clusters Score -3.472233e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -34726424.000000 Penalty: 6209.537598
	Iteration 7Q: 3 clusters Score -3.472642e+07 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177669 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -34733680.000000 Penalty: 6209.537598
	Iteration 8F: 3 clusters Score -3.473368e+07 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196725 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -34745492.000000 Penalty: 6209.537598
	Iteration 9F: 3 clusters Score -3.474549e+07 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219227 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -34761276.000000 Penalty: 6209.537598
	Iteration 10F: 3 clusters Score -3.476128e+07 nChanged 21767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240880 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -34778408.000000 Penalty: 6209.537598
	Iteration 11F: 3 clusters Score -3.477841e+07 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257136 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -34790916.000000 Penalty: 6209.537598
	Iteration 12F: 3 clusters Score -3.479092e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266500 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -34798604.000000 Penalty: 6209.537598
	Iteration 13Q: 3 clusters Score -3.47986e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270504 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -34802168.000000 Penalty: 6209.537598
	Iteration 14Q: 3 clusters Score -3.480217e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271947 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -34803604.000000 Penalty: 6209.537598
	Iteration 15Q: 3 clusters Score -3.48036e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272446 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -34804216.000000 Penalty: 6209.537598
	Iteration 16Q: 3 clusters Score -3.480422e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272613 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -34804392.000000 Penalty: 6209.537598
	Iteration 17Q: 3 clusters Score -3.480439e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272703 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -34804500.000000 Penalty: 6209.537598
	Iteration 18Q: 3 clusters Score -3.48045e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272757 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -34804620.000000 Penalty: 6209.537598
	Iteration 19Q: 3 clusters Score -3.480462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272781 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -34804640.000000 Penalty: 6209.537598
	Iteration 20F: 3 clusters Score -3.480464e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272795 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -34804656.000000 Penalty: 6209.537598
	Iteration 21Q: 3 clusters Score -3.480466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272804 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -34804752.000000 Penalty: 6209.537598
	Iteration 22Q: 3 clusters Score -3.480475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272801 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -34804768.000000 Penalty: 6209.537598
	Iteration 23Q: 3 clusters Score -3.480477e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272800 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -34804788.000000 Penalty: 6209.537598
	Iteration 24Q: 3 clusters Score -3.480479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272800 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -34804800.000000 Penalty: 6209.537598
	Iteration 25Q: 3 clusters Score -3.48048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272802 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -34804788.000000 Penalty: 6209.537598
	Iteration 26Q: 3 clusters Score -3.480479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272802 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -34804804.000000 Penalty: 6209.537598
	Iteration 27Q: 3 clusters Score -3.48048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272806 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -34804804.000000 Penalty: 6209.537598
	Iteration 28Q: 3 clusters Score -3.48048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272808 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -34804824.000000 Penalty: 6209.537598
	Iteration 29Q: 3 clusters Score -3.480482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272808 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -34804812.000000 Penalty: 6209.537598
	Iteration 30Q: 3 clusters Score -3.480481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272809 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -34804816.000000 Penalty: 6209.537598
	Iteration 31Q: 3 clusters Score -3.480482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272807 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -34804816.000000 Penalty: 6209.537598
	Iteration 32Q: 3 clusters Score -3.480482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272806 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -34804820.000000 Penalty: 6209.537598
	Iteration 33Q: 3 clusters Score -3.480482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272804 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -34804824.000000 Penalty: 6209.537598
	Iteration 34Q: 3 clusters Score -3.480482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272805 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34804812.000000 Penalty: 6209.537598
	Iteration 35Q: 3 clusters Score -3.480481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272805 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34804812.000000 Penalty: 6209.537598
	Iteration 36F: 3 clusters Score -3.480481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -269303.875000 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -269303.9 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 1202 members 
Entering Unmasked Estep 
Score: -266594.750000 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -266594.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -267573.875000 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -267573.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -268407.812500 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -268407.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -268812.187500 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -268812.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -268979.468750 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -268979.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -269046.125000 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -269046.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -269078.687500 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -269078.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -269093.718750 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -269093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -269103.406250 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -269103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -269108.656250 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -269108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -269109.406250 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -269109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -269111.093750 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -269111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -269111.093750 Penalty: 3832.857422
	Iteration 12F: 3 clusters Score -269111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -165099.828125 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -165099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162906.578125 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -162906.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -163232.078125 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -163232.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163319.500000 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -163319.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -163374.359375 Penalty: 3563.575928
	Iteration 3Q: 3 clusters Score -163374.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -163414.765625 Penalty: 3563.575928
	Iteration 4Q: 3 clusters Score -163414.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -163443.718750 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -163443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163455.718750 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -163455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163464.265625 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -163464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163471.734375 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -163471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163479.187500 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -163479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163486.937500 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -163486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163490.390625 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -163490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163493.109375 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -163493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163493.109375 Penalty: 3563.575928
	Iteration 13F: 3 clusters Score -163493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -11531.371094 Penalty: 1178.890381
	Iteration 0F: 2 clusters Score -11531.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10597.930664 Penalty: 2357.780762
	Iteration 0F: 3 clusters Score -10597.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10633.308594 Penalty: 2357.780762
	Iteration 1Q: 3 clusters Score -10633.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10651.045898 Penalty: 2357.780762
	Iteration 2Q: 3 clusters Score -10651.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10658.870117 Penalty: 2357.780762
	Iteration 3Q: 3 clusters Score -10658.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10658.870117 Penalty: 2357.780762
	Iteration 4F: 3 clusters Score -10658.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Entering Unmasked Estep 
Score: -13292681.000000 Penalty: 2863.602783
	Iteration 0F: 2 clusters Score -1.329268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -13223376.000000 Penalty: 5727.205566
	Iteration 0F: 3 clusters Score -1.322338e+07 nChanged 48973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -13251087.000000 Penalty: 5727.205566
	Iteration 1F: 3 clusters Score -1.325109e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -13251697.000000 Penalty: 5727.205566
	Iteration 2Q: 3 clusters Score -1.32517e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -13252433.000000 Penalty: 5727.205566
	Iteration 3Q: 3 clusters Score -1.325243e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -13253483.000000 Penalty: 5727.205566
	Iteration 4Q: 3 clusters Score -1.325348e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -13255136.000000 Penalty: 5727.205566
	Iteration 5Q: 3 clusters Score -1.325514e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -13258120.000000 Penalty: 5727.205566
	Iteration 6F: 3 clusters Score -1.325812e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -13263753.000000 Penalty: 5727.205566
	Iteration 7F: 3 clusters Score -1.326375e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -13272399.000000 Penalty: 5727.205566
	Iteration 8F: 3 clusters Score -1.32724e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -13281654.000000 Penalty: 5727.205566
	Iteration 9F: 3 clusters Score -1.328165e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -13287314.000000 Penalty: 5727.205566
	Iteration 10F: 3 clusters Score -1.328731e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -13289356.000000 Penalty: 5727.205566
	Iteration 11Q: 3 clusters Score -1.328936e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 103167 members 
Entering Unmasked Estep 
Score: -13289877.000000 Penalty: 5727.205566
	Iteration 12Q: 3 clusters Score -1.328988e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -13290011.000000 Penalty: 5727.205566
	Iteration 13Q: 3 clusters Score -1.329001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -13290070.000000 Penalty: 5727.205566
	Iteration 14Q: 3 clusters Score -1.329007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -13290100.000000 Penalty: 5727.205566
	Iteration 15Q: 3 clusters Score -1.32901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13290120.000000 Penalty: 5727.205566
	Iteration 16Q: 3 clusters Score -1.329012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13290142.000000 Penalty: 5727.205566
	Iteration 17Q: 3 clusters Score -1.329014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -13290144.000000 Penalty: 5727.205566
	Iteration 18Q: 3 clusters Score -1.329014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -13290144.000000 Penalty: 5727.205566
	Iteration 19Q: 3 clusters Score -1.329014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -13290156.000000 Penalty: 5727.205566
	Iteration 20F: 3 clusters Score -1.329016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -13290159.000000 Penalty: 5727.205566
	Iteration 21Q: 3 clusters Score -1.329016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -13290158.000000 Penalty: 5727.205566
	Iteration 22Q: 3 clusters Score -1.329016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -13290162.000000 Penalty: 5727.205566
	Iteration 23Q: 3 clusters Score -1.329016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -13290156.000000 Penalty: 5727.205566
	Iteration 24Q: 3 clusters Score -1.329016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -13290156.000000 Penalty: 5727.205566
	Iteration 25F: 3 clusters Score -1.329016e+07 nChanged 0
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -350341600.000000 Penalty: 84622.726562
21->24 Clusters: Score -350341600.000000, best is -350344192.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 43925 members 
Mstep: Class 3 contains 43622 members 
Mstep: Class 4 contains 44077 members 
Mstep: Class 5 contains 43915 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 43862 members 
Mstep: Class 8 contains 44231 members 
Mstep: Class 9 contains 44179 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 44079 members 
Mstep: Class 12 contains 43913 members 
Mstep: Class 13 contains 44132 members 
Mstep: Class 14 contains 44268 members 
Mstep: Class 15 contains 43883 members 
Mstep: Class 16 contains 44254 members 
Mstep: Class 17 contains 44087 members 
Mstep: Class 18 contains 44186 members 
Mstep: Class 19 contains 43459 members 
Mstep: Class 20 contains 44159 members 
Mstep: Class 21 contains 44154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 744.854980 but Gain 3406.796875
Score: -112669168.000000 Penalty: 68135.867188
Iteration 0F: 21 clusters Score -1.126692e+08 nChanged 876668
Entering Unmasked Mstep 
Mstep: Class 0 contains 766 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 74816 members 
Mstep: Class 3 contains 88885 members 
Mstep: Class 4 contains 22327 members 
Mstep: Class 6 contains 55036 members 
Mstep: Class 7 contains 64055 members 
Mstep: Class 8 contains 88412 members 
Mstep: Class 9 contains 77434 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 55335 members 
Mstep: Class 12 contains 42946 members 
Mstep: Class 13 contains 19236 members 
Mstep: Class 14 contains 15172 members 
Mstep: Class 15 contains 25409 members 
Mstep: Class 16 contains 20668 members 
Mstep: Class 17 contains 37999 members 
Mstep: Class 18 contains 32387 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 20 contains 37397 members 
Mstep: Class 21 contains 64741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587240.000000 Penalty: 68135.867188
Iteration 1F: 21 clusters Score -1.145872e+08 nChanged 300218
Entering Unmasked Mstep 
Mstep: Class 0 contains 533 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 71890 members 
Mstep: Class 3 contains 84603 members 
Mstep: Class 4 contains 23795 members 
Mstep: Class 6 contains 71881 members 
Mstep: Class 7 contains 54253 members 
Mstep: Class 8 contains 87189 members 
Mstep: Class 9 contains 88925 members 
Mstep: Class 10 contains 24157 members 
Mstep: Class 11 contains 47832 members 
Mstep: Class 12 contains 46305 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 23642 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 17 contains 42474 members 
Mstep: Class 18 contains 26815 members 
Mstep: Class 19 contains 8952 members 
Mstep: Class 20 contains 27499 members 
Mstep: Class 21 contains 84418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115004024.000000 Penalty: 68135.867188
Iteration 2F: 21 clusters Score -1.15004e+08 nChanged 213266
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 71206 members 
Mstep: Class 3 contains 86133 members 
Mstep: Class 4 contains 25512 members 
Mstep: Class 6 contains 81621 members 
Mstep: Class 7 contains 45178 members 
Mstep: Class 8 contains 78143 members 
Mstep: Class 9 contains 93672 members 
Mstep: Class 10 contains 16816 members 
Mstep: Class 11 contains 51994 members 
Mstep: Class 12 contains 47254 members 
Mstep: Class 13 contains 12436 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 22444 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 44508 members 
Mstep: Class 18 contains 24533 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 23998 members 
Mstep: Class 21 contains 98071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115243336.000000 Penalty: 68135.867188
Iteration 3F: 21 clusters Score -1.152433e+08 nChanged 171450
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 74548 members 
Mstep: Class 3 contains 89552 members 
Mstep: Class 4 contains 25133 members 
Mstep: Class 6 contains 85531 members 
Mstep: Class 7 contains 37090 members 
Mstep: Class 8 contains 72956 members 
Mstep: Class 9 contains 98627 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 60862 members 
Mstep: Class 12 contains 45398 members 
Mstep: Class 13 contains 10629 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 21245 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 17 contains 43131 members 
Mstep: Class 18 contains 24590 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 19752 members 
Mstep: Class 21 contains 106719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115388872.000000 Penalty: 68135.867188
Iteration 4F: 21 clusters Score -1.153889e+08 nChanged 140891
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 81203 members 
Mstep: Class 3 contains 93411 members 
Mstep: Class 4 contains 23551 members 
Mstep: Class 6 contains 85043 members 
Mstep: Class 7 contains 30549 members 
Mstep: Class 8 contains 74195 members 
Mstep: Class 9 contains 104185 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 66899 members 
Mstep: Class 12 contains 42292 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 14283 members 
Mstep: Class 17 contains 40517 members 
Mstep: Class 18 contains 24512 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 20 contains 14172 members 
Mstep: Class 21 contains 112858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115491096.000000 Penalty: 68135.867188
Iteration 5F: 21 clusters Score -1.154911e+08 nChanged 120407
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 88407 members 
Mstep: Class 3 contains 97249 members 
Mstep: Class 4 contains 21347 members 
Mstep: Class 6 contains 81329 members 
Mstep: Class 7 contains 26132 members 
Mstep: Class 8 contains 78745 members 
Mstep: Class 9 contains 110895 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 68846 members 
Mstep: Class 12 contains 38665 members 
Mstep: Class 13 contains 8938 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 18355 members 
Mstep: Class 16 contains 15444 members 
Mstep: Class 17 contains 37732 members 
Mstep: Class 18 contains 23086 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 118181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2953.480469 but Gain 3406.792969
Score: -115573816.000000 Penalty: 64729.074219
Iteration 6F: 20 clusters Score -1.155738e+08 nChanged 110477
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 94620 members 
Mstep: Class 3 contains 101806 members 
Mstep: Class 4 contains 18751 members 
Mstep: Class 6 contains 75738 members 
Mstep: Class 7 contains 24364 members 
Mstep: Class 8 contains 84534 members 
Mstep: Class 9 contains 120444 members 
Mstep: Class 11 contains 68373 members 
Mstep: Class 12 contains 34858 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 34764 members 
Mstep: Class 18 contains 20475 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 9202 members 
Mstep: Class 21 contains 123214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2735.349121 but Gain 3406.792969
Score: -115651896.000000 Penalty: 61322.281250
Iteration 7F: 19 clusters Score -1.156519e+08 nChanged 101251
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 98781 members 
Mstep: Class 3 contains 106958 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 6 contains 68856 members 
Mstep: Class 7 contains 24216 members 
Mstep: Class 8 contains 89255 members 
Mstep: Class 9 contains 131586 members 
Mstep: Class 11 contains 66714 members 
Mstep: Class 12 contains 31126 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 19174 members 
Mstep: Class 17 contains 31430 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 8795 members 
Mstep: Class 21 contains 127542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115718816.000000 Penalty: 61322.281250
Iteration 8F: 19 clusters Score -1.157188e+08 nChanged 93494
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 101326 members 
Mstep: Class 3 contains 110573 members 
Mstep: Class 4 contains 12236 members 
Mstep: Class 6 contains 62241 members 
Mstep: Class 7 contains 24892 members 
Mstep: Class 8 contains 92471 members 
Mstep: Class 9 contains 144376 members 
Mstep: Class 11 contains 65151 members 
Mstep: Class 12 contains 27543 members 
Mstep: Class 13 contains 7914 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 20766 members 
Mstep: Class 17 contains 28111 members 
Mstep: Class 18 contains 13165 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 8590 members 
Mstep: Class 21 contains 131306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115774072.000000 Penalty: 61322.281250
Iteration 9F: 19 clusters Score -1.157741e+08 nChanged 83880
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 102596 members 
Mstep: Class 3 contains 113336 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 6 contains 56793 members 
Mstep: Class 7 contains 25422 members 
Mstep: Class 8 contains 93904 members 
Mstep: Class 9 contains 157689 members 
Mstep: Class 11 contains 64230 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 21853 members 
Mstep: Class 17 contains 24971 members 
Mstep: Class 18 contains 10110 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 134689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115824544.000000 Penalty: 61322.281250
Iteration 10F: 19 clusters Score -1.158245e+08 nChanged 73535
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 103127 members 
Mstep: Class 3 contains 115111 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 6 contains 52760 members 
Mstep: Class 7 contains 25337 members 
Mstep: Class 8 contains 93649 members 
Mstep: Class 9 contains 171022 members 
Mstep: Class 11 contains 63858 members 
Mstep: Class 12 contains 21022 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 22195 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 8300 members 
Mstep: Class 21 contains 137365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115866536.000000 Penalty: 61322.281250
Iteration 11F: 19 clusters Score -1.158665e+08 nChanged 63497
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 103278 members 
Mstep: Class 3 contains 115850 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 6 contains 50119 members 
Mstep: Class 7 contains 24882 members 
Mstep: Class 8 contains 92187 members 
Mstep: Class 9 contains 183625 members 
Mstep: Class 11 contains 63940 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 22068 members 
Mstep: Class 17 contains 19812 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 8078 members 
Mstep: Class 21 contains 138768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115917776.000000 Penalty: 61322.281250
Iteration 12F: 19 clusters Score -1.159178e+08 nChanged 54115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 103109 members 
Mstep: Class 3 contains 115564 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 6 contains 48453 members 
Mstep: Class 7 contains 24220 members 
Mstep: Class 8 contains 90164 members 
Mstep: Class 9 contains 194867 members 
Mstep: Class 11 contains 64323 members 
Mstep: Class 12 contains 15235 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 17738 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 2713 members 
Mstep: Class 20 contains 7784 members 
Mstep: Class 21 contains 138450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115956960.000000 Penalty: 61322.281250
Iteration 13F: 19 clusters Score -1.15957e+08 nChanged 47249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 103892 members 
Mstep: Class 3 contains 114387 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 6 contains 47208 members 
Mstep: Class 7 contains 23409 members 
Mstep: Class 8 contains 87686 members 
Mstep: Class 9 contains 204748 members 
Mstep: Class 11 contains 64763 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 5925 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 17 contains 15809 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 7445 members 
Mstep: Class 21 contains 136614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115975720.000000 Penalty: 61322.281250
Iteration 14F: 19 clusters Score -1.159757e+08 nChanged 40156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 104453 members 
Mstep: Class 3 contains 112564 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 6 contains 46525 members 
Mstep: Class 7 contains 22711 members 
Mstep: Class 8 contains 85277 members 
Mstep: Class 9 contains 213278 members 
Mstep: Class 11 contains 65168 members 
Mstep: Class 12 contains 10735 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 14083 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 133931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115988176.000000 Penalty: 61322.281250
Iteration 15Q: 19 clusters Score -1.159882e+08 nChanged 34630
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 105051 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 6 contains 46173 members 
Mstep: Class 7 contains 22105 members 
Mstep: Class 8 contains 82981 members 
Mstep: Class 9 contains 220428 members 
Mstep: Class 11 contains 65498 members 
Mstep: Class 12 contains 9114 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 19983 members 
Mstep: Class 17 contains 12556 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 130730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115997296.000000 Penalty: 61322.281250
Iteration 16Q: 19 clusters Score -1.159973e+08 nChanged 30151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 105484 members 
Mstep: Class 3 contains 107488 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 6 contains 46006 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 81028 members 
Mstep: Class 9 contains 226324 members 
Mstep: Class 11 contains 65721 members 
Mstep: Class 12 contains 7732 members 
Mstep: Class 13 contains 4786 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 19542 members 
Mstep: Class 17 contains 11222 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 7130 members 
Mstep: Class 21 contains 127327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116004592.000000 Penalty: 61322.281250
Iteration 17Q: 19 clusters Score -1.160046e+08 nChanged 26968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 105797 members 
Mstep: Class 3 contains 104334 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 6 contains 46021 members 
Mstep: Class 7 contains 21103 members 
Mstep: Class 8 contains 79398 members 
Mstep: Class 9 contains 230917 members 
Mstep: Class 11 contains 65821 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 19199 members 
Mstep: Class 17 contains 10134 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 123993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116010488.000000 Penalty: 61322.281250
Iteration 18Q: 19 clusters Score -1.160105e+08 nChanged 24809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 106120 members 
Mstep: Class 3 contains 100800 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 6 contains 46242 members 
Mstep: Class 7 contains 20715 members 
Mstep: Class 8 contains 78104 members 
Mstep: Class 9 contains 234275 members 
Mstep: Class 11 contains 65885 members 
Mstep: Class 12 contains 5549 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 18931 members 
Mstep: Class 17 contains 9178 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 120699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016776.000000 Penalty: 61322.281250
Iteration 19Q: 19 clusters Score -1.160168e+08 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 106346 members 
Mstep: Class 3 contains 96769 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 6 contains 46632 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 77137 members 
Mstep: Class 9 contains 236775 members 
Mstep: Class 11 contains 65788 members 
Mstep: Class 12 contains 4674 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 18741 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 117095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022200.000000 Penalty: 61322.281250
Iteration 20F: 19 clusters Score -1.160222e+08 nChanged 22902
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 106564 members 
Mstep: Class 3 contains 92254 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 6 contains 47133 members 
Mstep: Class 7 contains 20130 members 
Mstep: Class 8 contains 76310 members 
Mstep: Class 9 contains 238341 members 
Mstep: Class 11 contains 65629 members 
Mstep: Class 12 contains 3919 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 18636 members 
Mstep: Class 17 contains 7809 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 113210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116027464.000000 Penalty: 61322.281250
Iteration 21Q: 19 clusters Score -1.160275e+08 nChanged 22585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 114871 members 
Mstep: Class 2 contains 106802 members 
Mstep: Class 3 contains 87190 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 6 contains 47773 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 75695 members 
Mstep: Class 9 contains 239248 members 
Mstep: Class 11 contains 65392 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 3773 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 9517 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 7066 members 
Mstep: Class 21 contains 108958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2822.908447 but Gain 3406.792969
Score: -116032416.000000 Penalty: 57915.488281
Iteration 22Q: 18 clusters Score -1.160324e+08 nChanged 24770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 107023 members 
Mstep: Class 3 contains 82286 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 6 contains 48465 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 75263 members 
Mstep: Class 9 contains 239446 members 
Mstep: Class 11 contains 65124 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 18656 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 105022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116040744.000000 Penalty: 57915.488281
Iteration 23Q: 18 clusters Score -1.160407e+08 nChanged 22168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 107345 members 
Mstep: Class 3 contains 76040 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 6 contains 49176 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 74963 members 
Mstep: Class 9 contains 239089 members 
Mstep: Class 11 contains 64786 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 18823 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 11268 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 20 contains 7029 members 
Mstep: Class 21 contains 99846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116044976.000000 Penalty: 57915.488281
Iteration 24Q: 18 clusters Score -1.16045e+08 nChanged 22025
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 107704 members 
Mstep: Class 3 contains 69641 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 6 contains 49914 members 
Mstep: Class 7 contains 19387 members 
Mstep: Class 8 contains 74837 members 
Mstep: Class 9 contains 238384 members 
Mstep: Class 11 contains 64381 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 19022 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 7019 members 
Mstep: Class 21 contains 94285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049952.000000 Penalty: 57915.488281
Iteration 25Q: 18 clusters Score -1.1605e+08 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 108264 members 
Mstep: Class 3 contains 63222 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 6 contains 50575 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 74761 members 
Mstep: Class 9 contains 237417 members 
Mstep: Class 11 contains 63969 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 19276 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 7005 members 
Mstep: Class 21 contains 88359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053512.000000 Penalty: 57915.488281
Iteration 26Q: 18 clusters Score -1.160535e+08 nChanged 21401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 108843 members 
Mstep: Class 3 contains 57027 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 6 contains 51224 members 
Mstep: Class 7 contains 19137 members 
Mstep: Class 8 contains 74679 members 
Mstep: Class 9 contains 236306 members 
Mstep: Class 11 contains 63536 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 19523 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 6989 members 
Mstep: Class 21 contains 82552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054624.000000 Penalty: 57915.488281
Iteration 27Q: 18 clusters Score -1.160546e+08 nChanged 19805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 109390 members 
Mstep: Class 3 contains 51466 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 6 contains 51890 members 
Mstep: Class 7 contains 19062 members 
Mstep: Class 8 contains 74695 members 
Mstep: Class 9 contains 234992 members 
Mstep: Class 11 contains 63155 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 19802 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 13600 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 6965 members 
Mstep: Class 21 contains 77487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053920.000000 Penalty: 57915.488281
Iteration 28Q: 18 clusters Score -1.160539e+08 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189328 members 
Mstep: Class 2 contains 109970 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 6 contains 52452 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 74722 members 
Mstep: Class 9 contains 233605 members 
Mstep: Class 11 contains 62765 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 15 contains 5762 members 
Mstep: Class 16 contains 20075 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 18 contains 14034 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 73329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051392.000000 Penalty: 57915.488281
Iteration 29Q: 18 clusters Score -1.160514e+08 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 110522 members 
Mstep: Class 3 contains 42656 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 6 contains 52904 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 74781 members 
Mstep: Class 9 contains 232317 members 
Mstep: Class 11 contains 62360 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 70041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049384.000000 Penalty: 57915.488281
Iteration 30Q: 18 clusters Score -1.160494e+08 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 201235 members 
Mstep: Class 2 contains 111090 members 
Mstep: Class 3 contains 39479 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 6 contains 53284 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 74846 members 
Mstep: Class 9 contains 231032 members 
Mstep: Class 11 contains 61936 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 20558 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 6884 members 
Mstep: Class 21 contains 67641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047224.000000 Penalty: 57915.488281
Iteration 31Q: 18 clusters Score -1.160472e+08 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205227 members 
Mstep: Class 2 contains 111534 members 
Mstep: Class 3 contains 36845 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 6 contains 53542 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 74905 members 
Mstep: Class 9 contains 229926 members 
Mstep: Class 11 contains 61555 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 20777 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 15012 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 65870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046408.000000 Penalty: 57915.488281
Iteration 32Q: 18 clusters Score -1.160464e+08 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208461 members 
Mstep: Class 2 contains 111950 members 
Mstep: Class 3 contains 34733 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 6 contains 53659 members 
Mstep: Class 7 contains 18889 members 
Mstep: Class 8 contains 74959 members 
Mstep: Class 9 contains 228873 members 
Mstep: Class 11 contains 61218 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 15 contains 6999 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 9438 members 
Mstep: Class 18 contains 15230 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 64454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045936.000000 Penalty: 57915.488281
Iteration 33Q: 18 clusters Score -1.160459e+08 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 211213 members 
Mstep: Class 2 contains 112342 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 6 contains 53615 members 
Mstep: Class 7 contains 18863 members 
Mstep: Class 8 contains 74927 members 
Mstep: Class 9 contains 227969 members 
Mstep: Class 11 contains 60910 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 15 contains 7338 members 
Mstep: Class 16 contains 21208 members 
Mstep: Class 17 contains 9848 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 63186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045760.000000 Penalty: 57915.488281
Iteration 34Q: 18 clusters Score -1.160458e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213638 members 
Mstep: Class 2 contains 112686 members 
Mstep: Class 3 contains 31691 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 6 contains 53452 members 
Mstep: Class 7 contains 18845 members 
Mstep: Class 8 contains 74922 members 
Mstep: Class 9 contains 227110 members 
Mstep: Class 11 contains 60612 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 15 contains 7725 members 
Mstep: Class 16 contains 21398 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 15621 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 62018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045928.000000 Penalty: 57915.488281
Iteration 35Q: 18 clusters Score -1.160459e+08 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215848 members 
Mstep: Class 2 contains 112978 members 
Mstep: Class 3 contains 30696 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 6 contains 53242 members 
Mstep: Class 7 contains 18827 members 
Mstep: Class 8 contains 74908 members 
Mstep: Class 9 contains 226221 members 
Mstep: Class 11 contains 60357 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 10660 members 
Mstep: Class 18 contains 15790 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 60805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045600.000000 Penalty: 57915.488281
Iteration 36Q: 18 clusters Score -1.160456e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 217879 members 
Mstep: Class 2 contains 113217 members 
Mstep: Class 3 contains 29874 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 6 contains 52989 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 8 contains 74867 members 
Mstep: Class 9 contains 225426 members 
Mstep: Class 11 contains 60142 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 15925 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 59719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046368.000000 Penalty: 57915.488281
Iteration 37Q: 18 clusters Score -1.160464e+08 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219895 members 
Mstep: Class 2 contains 113404 members 
Mstep: Class 3 contains 29223 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 6 contains 52710 members 
Mstep: Class 7 contains 18753 members 
Mstep: Class 8 contains 74718 members 
Mstep: Class 9 contains 224724 members 
Mstep: Class 11 contains 59931 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 21821 members 
Mstep: Class 17 contains 11513 members 
Mstep: Class 18 contains 16030 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6537 members 
Mstep: Class 21 contains 58566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046656.000000 Penalty: 57915.488281
Iteration 38Q: 18 clusters Score -1.160467e+08 nChanged 6884
Entering ConstructFrom: 
Score: -116046656.000000 Penalty: 57915.488281
Entering ConstructFrom: 
Trying to split cluster 1 (221863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221863 members 
Entering Unmasked Estep 
Score: -28436378.000000 Penalty: 3052.834229
	Iteration 0F: 2 clusters Score -2.843638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -28335014.000000 Penalty: 6105.668457
	Iteration 0F: 3 clusters Score -2.833501e+07 nChanged 107009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -28397662.000000 Penalty: 6105.668457
	Iteration 1F: 3 clusters Score -2.839766e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -28398290.000000 Penalty: 6105.668457
	Iteration 2Q: 3 clusters Score -2.839829e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -28399076.000000 Penalty: 6105.668457
	Iteration 3Q: 3 clusters Score -2.839908e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -28400002.000000 Penalty: 6105.668457
	Iteration 4Q: 3 clusters Score -2.84e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -28400962.000000 Penalty: 6105.668457
	Iteration 5Q: 3 clusters Score -2.840096e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -28402590.000000 Penalty: 6105.668457
	Iteration 6Q: 3 clusters Score -2.840259e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -28405014.000000 Penalty: 6105.668457
	Iteration 7Q: 3 clusters Score -2.840501e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -28409118.000000 Penalty: 6105.668457
	Iteration 8Q: 3 clusters Score -2.840912e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -28414468.000000 Penalty: 6105.668457
	Iteration 9F: 3 clusters Score -2.841447e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -28420768.000000 Penalty: 6105.668457
	Iteration 10F: 3 clusters Score -2.842077e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -28427244.000000 Penalty: 6105.668457
	Iteration 11F: 3 clusters Score -2.842724e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -28432674.000000 Penalty: 6105.668457
	Iteration 12Q: 3 clusters Score -2.843267e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -28435708.000000 Penalty: 6105.668457
	Iteration 13Q: 3 clusters Score -2.843571e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 172955 members 
Entering Unmasked Estep 
Score: -28436714.000000 Penalty: 6105.668457
	Iteration 14Q: 3 clusters Score -2.843671e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -28437088.000000 Penalty: 6105.668457
	Iteration 15Q: 3 clusters Score -2.843709e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 169746 members 
Entering Unmasked Estep 
Score: -28437244.000000 Penalty: 6105.668457
	Iteration 16Q: 3 clusters Score -2.843724e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 167908 members 
Entering Unmasked Estep 
Score: -28437400.000000 Penalty: 6105.668457
	Iteration 17Q: 3 clusters Score -2.84374e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 166001 members 
Entering Unmasked Estep 
Score: -28437562.000000 Penalty: 6105.668457
	Iteration 18Q: 3 clusters Score -2.843756e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -28437872.000000 Penalty: 6105.668457
	Iteration 19Q: 3 clusters Score -2.843787e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -28437990.000000 Penalty: 6105.668457
	Iteration 20F: 3 clusters Score -2.843799e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -28438194.000000 Penalty: 6105.668457
	Iteration 21Q: 3 clusters Score -2.843819e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 156473 members 
Entering Unmasked Estep 
Score: -28438470.000000 Penalty: 6105.668457
	Iteration 22Q: 3 clusters Score -2.843847e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -28438866.000000 Penalty: 6105.668457
	Iteration 23Q: 3 clusters Score -2.843887e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -28439242.000000 Penalty: 6105.668457
	Iteration 24Q: 3 clusters Score -2.843924e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -28439454.000000 Penalty: 6105.668457
	Iteration 25Q: 3 clusters Score -2.843945e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -28439676.000000 Penalty: 6105.668457
	Iteration 26Q: 3 clusters Score -2.843968e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -28439610.000000 Penalty: 6105.668457
	Iteration 27Q: 3 clusters Score -2.843961e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -28439620.000000 Penalty: 6105.668457
	Iteration 28Q: 3 clusters Score -2.843962e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -28439826.000000 Penalty: 6105.668457
	Iteration 29Q: 3 clusters Score -2.843983e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -28439848.000000 Penalty: 6105.668457
	Iteration 30Q: 3 clusters Score -2.843985e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -28440032.000000 Penalty: 6105.668457
	Iteration 31Q: 3 clusters Score -2.844003e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -28440254.000000 Penalty: 6105.668457
	Iteration 32Q: 3 clusters Score -2.844025e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -28440476.000000 Penalty: 6105.668457
	Iteration 33Q: 3 clusters Score -2.844048e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -28440822.000000 Penalty: 6105.668457
	Iteration 34Q: 3 clusters Score -2.844082e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -28441100.000000 Penalty: 6105.668457
	Iteration 35Q: 3 clusters Score -2.84411e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -28441344.000000 Penalty: 6105.668457
	Iteration 36Q: 3 clusters Score -2.844134e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -28441650.000000 Penalty: 6105.668457
	Iteration 37Q: 3 clusters Score -2.844165e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108460 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -28441840.000000 Penalty: 6105.668457
	Iteration 38Q: 3 clusters Score -2.844184e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -28442152.000000 Penalty: 6105.668457
	Iteration 39Q: 3 clusters Score -2.844215e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -28442440.000000 Penalty: 6105.668457
	Iteration 40F: 3 clusters Score -2.844244e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -28442578.000000 Penalty: 6105.668457
	Iteration 41Q: 3 clusters Score -2.844258e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -28442944.000000 Penalty: 6105.668457
	Iteration 42Q: 3 clusters Score -2.844294e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -28443180.000000 Penalty: 6105.668457
	Iteration 43Q: 3 clusters Score -2.844318e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -28443566.000000 Penalty: 6105.668457
	Iteration 44Q: 3 clusters Score -2.844357e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134209 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -28444086.000000 Penalty: 6105.668457
	Iteration 45Q: 3 clusters Score -2.844409e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -28444540.000000 Penalty: 6105.668457
	Iteration 46Q: 3 clusters Score -2.844454e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -28445070.000000 Penalty: 6105.668457
	Iteration 47Q: 3 clusters Score -2.844507e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -28446068.000000 Penalty: 6105.668457
	Iteration 48Q: 3 clusters Score -2.844607e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -28447318.000000 Penalty: 6105.668457
	Iteration 49Q: 3 clusters Score -2.844732e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178354 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -28447696.000000 Penalty: 6105.668457
	Iteration 50F: 3 clusters Score -2.84477e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -28445644.000000 Penalty: 6105.668457
	Iteration 51F: 3 clusters Score -2.844564e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201870 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -28443168.000000 Penalty: 6105.668457
	Iteration 52F: 3 clusters Score -2.844317e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208529 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -28441152.000000 Penalty: 6105.668457
	Iteration 53Q: 3 clusters Score -2.844115e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211877 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -28439864.000000 Penalty: 6105.668457
	Iteration 54Q: 3 clusters Score -2.843986e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213654 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -28439210.000000 Penalty: 6105.668457
	Iteration 55Q: 3 clusters Score -2.843921e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214765 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -28438776.000000 Penalty: 6105.668457
	Iteration 56Q: 3 clusters Score -2.843878e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215482 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -28438526.000000 Penalty: 6105.668457
	Iteration 57Q: 3 clusters Score -2.843853e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215965 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -28438254.000000 Penalty: 6105.668457
	Iteration 58Q: 3 clusters Score -2.843825e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216332 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -28438014.000000 Penalty: 6105.668457
	Iteration 59Q: 3 clusters Score -2.843801e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216636 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -28437768.000000 Penalty: 6105.668457
	Iteration 60F: 3 clusters Score -2.843777e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -28437620.000000 Penalty: 6105.668457
	Iteration 61Q: 3 clusters Score -2.843762e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217040 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -28437494.000000 Penalty: 6105.668457
	Iteration 62Q: 3 clusters Score -2.843749e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217187 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -28437484.000000 Penalty: 6105.668457
	Iteration 63Q: 3 clusters Score -2.843748e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217317 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -28437420.000000 Penalty: 6105.668457
	Iteration 64Q: 3 clusters Score -2.843742e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217434 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -28437352.000000 Penalty: 6105.668457
	Iteration 65Q: 3 clusters Score -2.843735e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217535 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -28437348.000000 Penalty: 6105.668457
	Iteration 66Q: 3 clusters Score -2.843735e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217626 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -28437256.000000 Penalty: 6105.668457
	Iteration 67Q: 3 clusters Score -2.843726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217696 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -28437242.000000 Penalty: 6105.668457
	Iteration 68Q: 3 clusters Score -2.843724e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217770 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -28437180.000000 Penalty: 6105.668457
	Iteration 69Q: 3 clusters Score -2.843718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217833 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -28437152.000000 Penalty: 6105.668457
	Iteration 70Q: 3 clusters Score -2.843715e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217889 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -28437118.000000 Penalty: 6105.668457
	Iteration 71Q: 3 clusters Score -2.843712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217938 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -28437084.000000 Penalty: 6105.668457
	Iteration 72Q: 3 clusters Score -2.843708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217982 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -28437068.000000 Penalty: 6105.668457
	Iteration 73Q: 3 clusters Score -2.843707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218017 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -28437040.000000 Penalty: 6105.668457
	Iteration 74Q: 3 clusters Score -2.843704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -28437018.000000 Penalty: 6105.668457
	Iteration 75Q: 3 clusters Score -2.843702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218092 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -28436998.000000 Penalty: 6105.668457
	Iteration 76Q: 3 clusters Score -2.8437e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218124 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -28437012.000000 Penalty: 6105.668457
	Iteration 77Q: 3 clusters Score -2.843701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218151 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -28436976.000000 Penalty: 6105.668457
	Iteration 78Q: 3 clusters Score -2.843698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218183 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -28436984.000000 Penalty: 6105.668457
	Iteration 79Q: 3 clusters Score -2.843698e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218217 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -28436992.000000 Penalty: 6105.668457
	Iteration 80F: 3 clusters Score -2.843699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218247 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -28436974.000000 Penalty: 6105.668457
	Iteration 81Q: 3 clusters Score -2.843697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218275 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -28436972.000000 Penalty: 6105.668457
	Iteration 82Q: 3 clusters Score -2.843697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218303 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -28436962.000000 Penalty: 6105.668457
	Iteration 83Q: 3 clusters Score -2.843696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218335 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -28436986.000000 Penalty: 6105.668457
	Iteration 84Q: 3 clusters Score -2.843699e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218373 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -28436976.000000 Penalty: 6105.668457
	Iteration 85Q: 3 clusters Score -2.843698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218399 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -28436980.000000 Penalty: 6105.668457
	Iteration 86Q: 3 clusters Score -2.843698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218421 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -28436964.000000 Penalty: 6105.668457
	Iteration 87Q: 3 clusters Score -2.843696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218440 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -28436926.000000 Penalty: 6105.668457
	Iteration 88Q: 3 clusters Score -2.843693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218452 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -28436930.000000 Penalty: 6105.668457
	Iteration 89Q: 3 clusters Score -2.843693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218466 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -28436898.000000 Penalty: 6105.668457
	Iteration 90Q: 3 clusters Score -2.84369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218480 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -28436862.000000 Penalty: 6105.668457
	Iteration 91Q: 3 clusters Score -2.843686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218497 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -28436854.000000 Penalty: 6105.668457
	Iteration 92Q: 3 clusters Score -2.843685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218512 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -28436844.000000 Penalty: 6105.668457
	Iteration 93Q: 3 clusters Score -2.843684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218527 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -28436842.000000 Penalty: 6105.668457
	Iteration 94Q: 3 clusters Score -2.843684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218539 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -28436864.000000 Penalty: 6105.668457
	Iteration 95Q: 3 clusters Score -2.843686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218549 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -28436850.000000 Penalty: 6105.668457
	Iteration 96Q: 3 clusters Score -2.843685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218562 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -28436878.000000 Penalty: 6105.668457
	Iteration 97Q: 3 clusters Score -2.843688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218575 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -28436896.000000 Penalty: 6105.668457
	Iteration 98Q: 3 clusters Score -2.84369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218583 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -28436882.000000 Penalty: 6105.668457
	Iteration 99Q: 3 clusters Score -2.843688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218587 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -28436884.000000 Penalty: 6105.668457
	Iteration 100F: 3 clusters Score -2.843688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218596 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -28436864.000000 Penalty: 6105.668457
	Iteration 101Q: 3 clusters Score -2.843686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218608 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -28436862.000000 Penalty: 6105.668457
	Iteration 102Q: 3 clusters Score -2.843686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218619 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -28436874.000000 Penalty: 6105.668457
	Iteration 103Q: 3 clusters Score -2.843687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218629 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -28436848.000000 Penalty: 6105.668457
	Iteration 104Q: 3 clusters Score -2.843685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218638 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -28436842.000000 Penalty: 6105.668457
	Iteration 105Q: 3 clusters Score -2.843684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218646 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -28436848.000000 Penalty: 6105.668457
	Iteration 106Q: 3 clusters Score -2.843685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218654 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -28436842.000000 Penalty: 6105.668457
	Iteration 107Q: 3 clusters Score -2.843684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218661 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -28436852.000000 Penalty: 6105.668457
	Iteration 108Q: 3 clusters Score -2.843685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218668 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -28436858.000000 Penalty: 6105.668457
	Iteration 109Q: 3 clusters Score -2.843686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218671 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -28436856.000000 Penalty: 6105.668457
	Iteration 110Q: 3 clusters Score -2.843686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218671 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -28436856.000000 Penalty: 6105.668457
	Iteration 111F: 3 clusters Score -2.843686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 218671 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 28651 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 3192 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 21948 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 57356 members 
Entering Unmasked Estep 
Score: -116046248.000000 Penalty: 61322.281250
Splitting cluster 1 changes total score from -116046656.000000 to -116046248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (113482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113482 members 
Entering Unmasked Estep 
Score: -14577187.000000 Penalty: 2886.571045
	Iteration 0F: 2 clusters Score -1.457719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -14501233.000000 Penalty: 5773.142090
	Iteration 0F: 3 clusters Score -1.450123e+07 nChanged 53768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -14532835.000000 Penalty: 5773.142090
	Iteration 1F: 3 clusters Score -1.453284e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -14534196.000000 Penalty: 5773.142090
	Iteration 2Q: 3 clusters Score -1.45342e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -14536159.000000 Penalty: 5773.142090
	Iteration 3Q: 3 clusters Score -1.453616e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -14539421.000000 Penalty: 5773.142090
	Iteration 4F: 3 clusters Score -1.453942e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -14544998.000000 Penalty: 5773.142090
	Iteration 5F: 3 clusters Score -1.4545e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -14552916.000000 Penalty: 5773.142090
	Iteration 6F: 3 clusters Score -1.455292e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -14561446.000000 Penalty: 5773.142090
	Iteration 7F: 3 clusters Score -1.456145e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -14568429.000000 Penalty: 5773.142090
	Iteration 8F: 3 clusters Score -1.456843e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -14572290.000000 Penalty: 5773.142090
	Iteration 9Q: 3 clusters Score -1.457229e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -14573769.000000 Penalty: 5773.142090
	Iteration 10Q: 3 clusters Score -1.457377e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -14574283.000000 Penalty: 5773.142090
	Iteration 11Q: 3 clusters Score -1.457428e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 113202 members 
Entering Unmasked Estep 
Score: -14574464.000000 Penalty: 5773.142090
	Iteration 12Q: 3 clusters Score -1.457446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -14574530.000000 Penalty: 5773.142090
	Iteration 13Q: 3 clusters Score -1.457453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -14574563.000000 Penalty: 5773.142090
	Iteration 14Q: 3 clusters Score -1.457456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -14574587.000000 Penalty: 5773.142090
	Iteration 15Q: 3 clusters Score -1.457459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -14574607.000000 Penalty: 5773.142090
	Iteration 16Q: 3 clusters Score -1.457461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -14574654.000000 Penalty: 5773.142090
	Iteration 17Q: 3 clusters Score -1.457465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -14574662.000000 Penalty: 5773.142090
	Iteration 18Q: 3 clusters Score -1.457466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -14574676.000000 Penalty: 5773.142090
	Iteration 19Q: 3 clusters Score -1.457468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -14574675.000000 Penalty: 5773.142090
	Iteration 20F: 3 clusters Score -1.457468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -14574674.000000 Penalty: 5773.142090
	Iteration 21Q: 3 clusters Score -1.457467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -14574674.000000 Penalty: 5773.142090
	Iteration 22F: 3 clusters Score -1.457467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Entering Unmasked Estep 
Score: -3500963.250000 Penalty: 2545.209961
	Iteration 0F: 2 clusters Score -3500963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3481343.500000 Penalty: 5090.419922
	Iteration 0F: 3 clusters Score -3481344 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3488337.000000 Penalty: 5090.419922
	Iteration 1F: 3 clusters Score -3488337 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3488902.500000 Penalty: 5090.419922
	Iteration 2F: 3 clusters Score -3488902 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3489445.000000 Penalty: 5090.419922
	Iteration 3Q: 3 clusters Score -3489445 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3490140.250000 Penalty: 5090.419922
	Iteration 4Q: 3 clusters Score -3490140 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3491002.250000 Penalty: 5090.419922
	Iteration 5F: 3 clusters Score -3491002 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3492018.500000 Penalty: 5090.419922
	Iteration 6F: 3 clusters Score -3492018 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3493128.250000 Penalty: 5090.419922
	Iteration 7F: 3 clusters Score -3493128 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3494171.750000 Penalty: 5090.419922
	Iteration 8F: 3 clusters Score -3494172 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3495070.500000 Penalty: 5090.419922
	Iteration 9Q: 3 clusters Score -3495070 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3495775.750000 Penalty: 5090.419922
	Iteration 10Q: 3 clusters Score -3495776 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3496325.750000 Penalty: 5090.419922
	Iteration 11Q: 3 clusters Score -3496326 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3496807.750000 Penalty: 5090.419922
	Iteration 12Q: 3 clusters Score -3496808 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3497202.750000 Penalty: 5090.419922
	Iteration 13Q: 3 clusters Score -3497203 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3497535.000000 Penalty: 5090.419922
	Iteration 14Q: 3 clusters Score -3497535 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3497829.750000 Penalty: 5090.419922
	Iteration 15Q: 3 clusters Score -3497830 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3498081.000000 Penalty: 5090.419922
	Iteration 16Q: 3 clusters Score -3498081 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3498257.500000 Penalty: 5090.419922
	Iteration 17Q: 3 clusters Score -3498258 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3498367.500000 Penalty: 5090.419922
	Iteration 18Q: 3 clusters Score -3498368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -3498447.500000 Penalty: 5090.419922
	Iteration 19Q: 3 clusters Score -3498448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3498492.000000 Penalty: 5090.419922
	Iteration 20F: 3 clusters Score -3498492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3498534.750000 Penalty: 5090.419922
	Iteration 21Q: 3 clusters Score -3498535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3498550.250000 Penalty: 5090.419922
	Iteration 22Q: 3 clusters Score -3498550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3498585.750000 Penalty: 5090.419922
	Iteration 23Q: 3 clusters Score -3498586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3498605.500000 Penalty: 5090.419922
	Iteration 24Q: 3 clusters Score -3498606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3498628.250000 Penalty: 5090.419922
	Iteration 25Q: 3 clusters Score -3498628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3498638.750000 Penalty: 5090.419922
	Iteration 26Q: 3 clusters Score -3498639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3498649.250000 Penalty: 5090.419922
	Iteration 27Q: 3 clusters Score -3498649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3498661.500000 Penalty: 5090.419922
	Iteration 28Q: 3 clusters Score -3498662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3498674.000000 Penalty: 5090.419922
	Iteration 29Q: 3 clusters Score -3498674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3498692.000000 Penalty: 5090.419922
	Iteration 30Q: 3 clusters Score -3498692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3498699.500000 Penalty: 5090.419922
	Iteration 31Q: 3 clusters Score -3498700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3498704.500000 Penalty: 5090.419922
	Iteration 32Q: 3 clusters Score -3498704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3498721.750000 Penalty: 5090.419922
	Iteration 33Q: 3 clusters Score -3498722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3498730.000000 Penalty: 5090.419922
	Iteration 34Q: 3 clusters Score -3498730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3498754.000000 Penalty: 5090.419922
	Iteration 35Q: 3 clusters Score -3498754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3498776.250000 Penalty: 5090.419922
	Iteration 36Q: 3 clusters Score -3498776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3498795.500000 Penalty: 5090.419922
	Iteration 37Q: 3 clusters Score -3498796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3498810.250000 Penalty: 5090.419922
	Iteration 38Q: 3 clusters Score -3498810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3498819.250000 Penalty: 5090.419922
	Iteration 39Q: 3 clusters Score -3498819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3498833.250000 Penalty: 5090.419922
	Iteration 40F: 3 clusters Score -3498833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3498847.750000 Penalty: 5090.419922
	Iteration 41Q: 3 clusters Score -3498848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3498856.500000 Penalty: 5090.419922
	Iteration 42Q: 3 clusters Score -3498856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3498872.750000 Penalty: 5090.419922
	Iteration 43Q: 3 clusters Score -3498873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3498871.000000 Penalty: 5090.419922
	Iteration 44Q: 3 clusters Score -3498871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3498878.500000 Penalty: 5090.419922
	Iteration 45Q: 3 clusters Score -3498878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3498876.500000 Penalty: 5090.419922
	Iteration 46Q: 3 clusters Score -3498876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3498886.250000 Penalty: 5090.419922
	Iteration 47Q: 3 clusters Score -3498886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3498885.000000 Penalty: 5090.419922
	Iteration 48Q: 3 clusters Score -3498885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3498885.500000 Penalty: 5090.419922
	Iteration 49Q: 3 clusters Score -3498886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3498887.750000 Penalty: 5090.419922
	Iteration 50Q: 3 clusters Score -3498888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3498879.750000 Penalty: 5090.419922
	Iteration 51Q: 3 clusters Score -3498880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3498886.500000 Penalty: 5090.419922
	Iteration 52Q: 3 clusters Score -3498886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3498887.000000 Penalty: 5090.419922
	Iteration 53Q: 3 clusters Score -3498887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3498886.500000 Penalty: 5090.419922
	Iteration 54Q: 3 clusters Score -3498886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3498894.250000 Penalty: 5090.419922
	Iteration 55Q: 3 clusters Score -3498894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3498894.250000 Penalty: 5090.419922
	Iteration 56Q: 3 clusters Score -3498894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3498894.750000 Penalty: 5090.419922
	Iteration 57Q: 3 clusters Score -3498895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3498892.500000 Penalty: 5090.419922
	Iteration 58Q: 3 clusters Score -3498892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3498892.250000 Penalty: 5090.419922
	Iteration 59Q: 3 clusters Score -3498892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3498893.500000 Penalty: 5090.419922
	Iteration 60F: 3 clusters Score -3498894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3498893.500000 Penalty: 5090.419922
	Iteration 61Q: 3 clusters Score -3498894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3498894.000000 Penalty: 5090.419922
	Iteration 62Q: 3 clusters Score -3498894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3498889.500000 Penalty: 5090.419922
	Iteration 63Q: 3 clusters Score -3498890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3498890.250000 Penalty: 5090.419922
	Iteration 64Q: 3 clusters Score -3498890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3498890.250000 Penalty: 5090.419922
	Iteration 65Q: 3 clusters Score -3498890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3498890.250000 Penalty: 5090.419922
	Iteration 66F: 3 clusters Score -3498890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -270028.218750 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -270028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267325.562500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -267325.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267903.875000 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -267903.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -268019.625000 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -268019.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268079.531250 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -268079.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -268131.750000 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -268131.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268183.593750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -268183.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -268254.968750 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -268255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -268368.343750 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -268368.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -268573.031250 Penalty: 3837.641357
	Iteration 8F: 3 clusters Score -268573 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -269133.218750 Penalty: 3837.641357
	Iteration 9F: 3 clusters Score -269133.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -269889.125000 Penalty: 3837.641357
	Iteration 10F: 3 clusters Score -269889.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -270302.906250 Penalty: 3837.641357
	Iteration 11F: 3 clusters Score -270302.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -270411.437500 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -270411.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -270453.093750 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -270453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -270470.312500 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -270470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -270475.781250 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -270475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -270478.000000 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -270478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270478.812500 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -270478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -270478.843750 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -270478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -270478.843750 Penalty: 3837.641357
	Iteration 19F: 3 clusters Score -270478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 221863 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 28651 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 21948 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 57356 members 
Entering Unmasked Estep 
Score: -116045040.000000 Penalty: 61322.281250
Splitting cluster 4 changes total score from -116046656.000000 to -116045040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (52406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Entering Unmasked Estep 
Score: -6769666.000000 Penalty: 2694.960449
	Iteration 0F: 2 clusters Score -6769666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -6734307.500000 Penalty: 5389.920898
	Iteration 0F: 3 clusters Score -6734308 nChanged 24183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -6747525.500000 Penalty: 5389.920898
	Iteration 1F: 3 clusters Score -6747526 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -6748011.500000 Penalty: 5389.920898
	Iteration 2Q: 3 clusters Score -6748012 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6748578.000000 Penalty: 5389.920898
	Iteration 3Q: 3 clusters Score -6748578 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -6749090.500000 Penalty: 5389.920898
	Iteration 4Q: 3 clusters Score -6749090 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6749574.000000 Penalty: 5389.920898
	Iteration 5Q: 3 clusters Score -6749574 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -6750126.000000 Penalty: 5389.920898
	Iteration 6Q: 3 clusters Score -6750126 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -6750830.000000 Penalty: 5389.920898
	Iteration 7Q: 3 clusters Score -6750830 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6751788.500000 Penalty: 5389.920898
	Iteration 8Q: 3 clusters Score -6751788 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -6753233.000000 Penalty: 5389.920898
	Iteration 9Q: 3 clusters Score -6753233 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6755226.500000 Penalty: 5389.920898
	Iteration 10F: 3 clusters Score -6755226 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -6757799.000000 Penalty: 5389.920898
	Iteration 11F: 3 clusters Score -6757799 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -6760572.000000 Penalty: 5389.920898
	Iteration 12F: 3 clusters Score -6760572 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6762925.500000 Penalty: 5389.920898
	Iteration 13F: 3 clusters Score -6762926 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6764630.500000 Penalty: 5389.920898
	Iteration 14Q: 3 clusters Score -6764630 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6765714.500000 Penalty: 5389.920898
	Iteration 15Q: 3 clusters Score -6765714 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6766397.500000 Penalty: 5389.920898
	Iteration 16Q: 3 clusters Score -6766398 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6766724.000000 Penalty: 5389.920898
	Iteration 17Q: 3 clusters Score -6766724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6766930.000000 Penalty: 5389.920898
	Iteration 18Q: 3 clusters Score -6766930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6767035.000000 Penalty: 5389.920898
	Iteration 19Q: 3 clusters Score -6767035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6767095.500000 Penalty: 5389.920898
	Iteration 20F: 3 clusters Score -6767096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6767135.000000 Penalty: 5389.920898
	Iteration 21Q: 3 clusters Score -6767135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6767172.000000 Penalty: 5389.920898
	Iteration 22Q: 3 clusters Score -6767172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6767183.500000 Penalty: 5389.920898
	Iteration 23Q: 3 clusters Score -6767184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6767198.000000 Penalty: 5389.920898
	Iteration 24Q: 3 clusters Score -6767198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6767209.500000 Penalty: 5389.920898
	Iteration 25Q: 3 clusters Score -6767210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6767224.500000 Penalty: 5389.920898
	Iteration 26Q: 3 clusters Score -6767224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6767248.000000 Penalty: 5389.920898
	Iteration 27Q: 3 clusters Score -6767248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6767261.000000 Penalty: 5389.920898
	Iteration 28Q: 3 clusters Score -6767261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6767270.000000 Penalty: 5389.920898
	Iteration 29Q: 3 clusters Score -6767270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6767280.500000 Penalty: 5389.920898
	Iteration 30Q: 3 clusters Score -6767280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6767286.500000 Penalty: 5389.920898
	Iteration 31Q: 3 clusters Score -6767286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6767294.000000 Penalty: 5389.920898
	Iteration 32Q: 3 clusters Score -6767294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6767298.500000 Penalty: 5389.920898
	Iteration 33Q: 3 clusters Score -6767298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6767303.000000 Penalty: 5389.920898
	Iteration 34Q: 3 clusters Score -6767303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6767307.500000 Penalty: 5389.920898
	Iteration 35Q: 3 clusters Score -6767308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6767312.000000 Penalty: 5389.920898
	Iteration 36Q: 3 clusters Score -6767312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6767314.000000 Penalty: 5389.920898
	Iteration 37Q: 3 clusters Score -6767314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6767312.000000 Penalty: 5389.920898
	Iteration 38Q: 3 clusters Score -6767312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6767312.000000 Penalty: 5389.920898
	Iteration 39F: 3 clusters Score -6767312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Entering Unmasked Estep 
Score: -2423876.750000 Penalty: 2440.032959
	Iteration 0F: 2 clusters Score -2423877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2410602.750000 Penalty: 4880.065918
	Iteration 0F: 3 clusters Score -2410603 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2414914.250000 Penalty: 4880.065918
	Iteration 1F: 3 clusters Score -2414914 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2415243.750000 Penalty: 4880.065918
	Iteration 2F: 3 clusters Score -2415244 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2415526.250000 Penalty: 4880.065918
	Iteration 3Q: 3 clusters Score -2415526 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2415804.000000 Penalty: 4880.065918
	Iteration 4Q: 3 clusters Score -2415804 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2416177.750000 Penalty: 4880.065918
	Iteration 5Q: 3 clusters Score -2416178 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2416581.750000 Penalty: 4880.065918
	Iteration 6Q: 3 clusters Score -2416582 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2416991.500000 Penalty: 4880.065918
	Iteration 7Q: 3 clusters Score -2416992 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2417395.750000 Penalty: 4880.065918
	Iteration 8Q: 3 clusters Score -2417396 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2417757.500000 Penalty: 4880.065918
	Iteration 9Q: 3 clusters Score -2417758 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2418101.000000 Penalty: 4880.065918
	Iteration 10Q: 3 clusters Score -2418101 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2418389.000000 Penalty: 4880.065918
	Iteration 11Q: 3 clusters Score -2418389 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2418692.000000 Penalty: 4880.065918
	Iteration 12Q: 3 clusters Score -2418692 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2419011.000000 Penalty: 4880.065918
	Iteration 13Q: 3 clusters Score -2419011 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2419348.250000 Penalty: 4880.065918
	Iteration 14Q: 3 clusters Score -2419348 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2419710.250000 Penalty: 4880.065918
	Iteration 15Q: 3 clusters Score -2419710 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2420088.500000 Penalty: 4880.065918
	Iteration 16Q: 3 clusters Score -2420088 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2420473.000000 Penalty: 4880.065918
	Iteration 17Q: 3 clusters Score -2420473 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2420859.500000 Penalty: 4880.065918
	Iteration 18Q: 3 clusters Score -2420860 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2421180.500000 Penalty: 4880.065918
	Iteration 19Q: 3 clusters Score -2421180 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2421448.750000 Penalty: 4880.065918
	Iteration 20F: 3 clusters Score -2421449 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2421694.000000 Penalty: 4880.065918
	Iteration 21Q: 3 clusters Score -2421694 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2421888.000000 Penalty: 4880.065918
	Iteration 22Q: 3 clusters Score -2421888 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2422024.500000 Penalty: 4880.065918
	Iteration 23Q: 3 clusters Score -2422024 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2422160.000000 Penalty: 4880.065918
	Iteration 24Q: 3 clusters Score -2422160 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2422284.750000 Penalty: 4880.065918
	Iteration 25Q: 3 clusters Score -2422285 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2422417.500000 Penalty: 4880.065918
	Iteration 26Q: 3 clusters Score -2422418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2422537.750000 Penalty: 4880.065918
	Iteration 27Q: 3 clusters Score -2422538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2422646.250000 Penalty: 4880.065918
	Iteration 28Q: 3 clusters Score -2422646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2422765.000000 Penalty: 4880.065918
	Iteration 29Q: 3 clusters Score -2422765 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2422862.750000 Penalty: 4880.065918
	Iteration 30Q: 3 clusters Score -2422863 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2422957.500000 Penalty: 4880.065918
	Iteration 31Q: 3 clusters Score -2422958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2423035.000000 Penalty: 4880.065918
	Iteration 32Q: 3 clusters Score -2423035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2423095.750000 Penalty: 4880.065918
	Iteration 33Q: 3 clusters Score -2423096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2423146.750000 Penalty: 4880.065918
	Iteration 34Q: 3 clusters Score -2423147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2423185.250000 Penalty: 4880.065918
	Iteration 35Q: 3 clusters Score -2423185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2423207.750000 Penalty: 4880.065918
	Iteration 36Q: 3 clusters Score -2423208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2423215.500000 Penalty: 4880.065918
	Iteration 37Q: 3 clusters Score -2423216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2423227.750000 Penalty: 4880.065918
	Iteration 38Q: 3 clusters Score -2423228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2423232.750000 Penalty: 4880.065918
	Iteration 39Q: 3 clusters Score -2423233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2423237.000000 Penalty: 4880.065918
	Iteration 40F: 3 clusters Score -2423237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2423240.750000 Penalty: 4880.065918
	Iteration 41Q: 3 clusters Score -2423241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2423242.500000 Penalty: 4880.065918
	Iteration 42Q: 3 clusters Score -2423242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2423241.000000 Penalty: 4880.065918
	Iteration 43Q: 3 clusters Score -2423241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2423243.000000 Penalty: 4880.065918
	Iteration 44Q: 3 clusters Score -2423243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2423243.000000 Penalty: 4880.065918
	Iteration 45F: 3 clusters Score -2423243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Entering Unmasked Estep 
Score: -9540219.000000 Penalty: 2782.470947
	Iteration 0F: 2 clusters Score -9540219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -9490010.000000 Penalty: 5564.941895
	Iteration 0F: 3 clusters Score -9490010 nChanged 34924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9509584.000000 Penalty: 5564.941895
	Iteration 1F: 3 clusters Score -9509584 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -9510332.000000 Penalty: 5564.941895
	Iteration 2Q: 3 clusters Score -9510332 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -9511267.000000 Penalty: 5564.941895
	Iteration 3Q: 3 clusters Score -9511267 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -9512568.000000 Penalty: 5564.941895
	Iteration 4Q: 3 clusters Score -9512568 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -9514470.000000 Penalty: 5564.941895
	Iteration 5Q: 3 clusters Score -9514470 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -9516946.000000 Penalty: 5564.941895
	Iteration 6F: 3 clusters Score -9516946 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -9520206.000000 Penalty: 5564.941895
	Iteration 7F: 3 clusters Score -9520206 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -9523885.000000 Penalty: 5564.941895
	Iteration 8F: 3 clusters Score -9523885 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -9527772.000000 Penalty: 5564.941895
	Iteration 9F: 3 clusters Score -9527772 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9530882.000000 Penalty: 5564.941895
	Iteration 10F: 3 clusters Score -9530882 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -9532511.000000 Penalty: 5564.941895
	Iteration 11Q: 3 clusters Score -9532511 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -9533258.000000 Penalty: 5564.941895
	Iteration 12Q: 3 clusters Score -9533258 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -9533648.000000 Penalty: 5564.941895
	Iteration 13Q: 3 clusters Score -9533648 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -9533969.000000 Penalty: 5564.941895
	Iteration 14Q: 3 clusters Score -9533969 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -9534127.000000 Penalty: 5564.941895
	Iteration 15Q: 3 clusters Score -9534127 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -9534220.000000 Penalty: 5564.941895
	Iteration 16Q: 3 clusters Score -9534220 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9534268.000000 Penalty: 5564.941895
	Iteration 17Q: 3 clusters Score -9534268 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -9534326.000000 Penalty: 5564.941895
	Iteration 18Q: 3 clusters Score -9534326 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9534370.000000 Penalty: 5564.941895
	Iteration 19Q: 3 clusters Score -9534370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -9534397.000000 Penalty: 5564.941895
	Iteration 20F: 3 clusters Score -9534397 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -9534420.000000 Penalty: 5564.941895
	Iteration 21Q: 3 clusters Score -9534420 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -9534460.000000 Penalty: 5564.941895
	Iteration 22Q: 3 clusters Score -9534460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -9534467.000000 Penalty: 5564.941895
	Iteration 23Q: 3 clusters Score -9534467 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -9534457.000000 Penalty: 5564.941895
	Iteration 24Q: 3 clusters Score -9534457 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -9534476.000000 Penalty: 5564.941895
	Iteration 25Q: 3 clusters Score -9534476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -9534493.000000 Penalty: 5564.941895
	Iteration 26Q: 3 clusters Score -9534493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -9534482.000000 Penalty: 5564.941895
	Iteration 27Q: 3 clusters Score -9534482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -9534501.000000 Penalty: 5564.941895
	Iteration 28Q: 3 clusters Score -9534501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -9534497.000000 Penalty: 5564.941895
	Iteration 29Q: 3 clusters Score -9534497 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -9534506.000000 Penalty: 5564.941895
	Iteration 30Q: 3 clusters Score -9534506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -9534520.000000 Penalty: 5564.941895
	Iteration 31Q: 3 clusters Score -9534520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9534516.000000 Penalty: 5564.941895
	Iteration 32Q: 3 clusters Score -9534516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -9534519.000000 Penalty: 5564.941895
	Iteration 33Q: 3 clusters Score -9534519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -9534512.000000 Penalty: 5564.941895
	Iteration 34Q: 3 clusters Score -9534512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -9534519.000000 Penalty: 5564.941895
	Iteration 35Q: 3 clusters Score -9534519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -9534510.000000 Penalty: 5564.941895
	Iteration 36Q: 3 clusters Score -9534510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -9534521.000000 Penalty: 5564.941895
	Iteration 37Q: 3 clusters Score -9534521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -9534525.000000 Penalty: 5564.941895
	Iteration 38Q: 3 clusters Score -9534525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -9534544.000000 Penalty: 5564.941895
	Iteration 39Q: 3 clusters Score -9534544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -9534541.000000 Penalty: 5564.941895
	Iteration 40F: 3 clusters Score -9534541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9534539.000000 Penalty: 5564.941895
	Iteration 41Q: 3 clusters Score -9534539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9534549.000000 Penalty: 5564.941895
	Iteration 42Q: 3 clusters Score -9534549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -9534547.000000 Penalty: 5564.941895
	Iteration 43Q: 3 clusters Score -9534547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9534559.000000 Penalty: 5564.941895
	Iteration 44Q: 3 clusters Score -9534559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -9534575.000000 Penalty: 5564.941895
	Iteration 45Q: 3 clusters Score -9534575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9534563.000000 Penalty: 5564.941895
	Iteration 46Q: 3 clusters Score -9534563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -9534555.000000 Penalty: 5564.941895
	Iteration 47Q: 3 clusters Score -9534555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -9534569.000000 Penalty: 5564.941895
	Iteration 48Q: 3 clusters Score -9534569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9534554.000000 Penalty: 5564.941895
	Iteration 49Q: 3 clusters Score -9534554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9534552.000000 Penalty: 5564.941895
	Iteration 50Q: 3 clusters Score -9534552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9534558.000000 Penalty: 5564.941895
	Iteration 51Q: 3 clusters Score -9534558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -9534555.000000 Penalty: 5564.941895
	Iteration 52Q: 3 clusters Score -9534555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -9534550.000000 Penalty: 5564.941895
	Iteration 53Q: 3 clusters Score -9534550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9534557.000000 Penalty: 5564.941895
	Iteration 54Q: 3 clusters Score -9534557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -9534565.000000 Penalty: 5564.941895
	Iteration 55Q: 3 clusters Score -9534565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -9534562.000000 Penalty: 5564.941895
	Iteration 56Q: 3 clusters Score -9534562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -9534560.000000 Penalty: 5564.941895
	Iteration 57Q: 3 clusters Score -9534560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -9534557.000000 Penalty: 5564.941895
	Iteration 58Q: 3 clusters Score -9534557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9534569.000000 Penalty: 5564.941895
	Iteration 59Q: 3 clusters Score -9534569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -9534567.000000 Penalty: 5564.941895
	Iteration 60F: 3 clusters Score -9534567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -9534566.000000 Penalty: 5564.941895
	Iteration 61Q: 3 clusters Score -9534566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -9534560.000000 Penalty: 5564.941895
	Iteration 62Q: 3 clusters Score -9534560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -9534558.000000 Penalty: 5564.941895
	Iteration 63Q: 3 clusters Score -9534558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9534555.000000 Penalty: 5564.941895
	Iteration 64Q: 3 clusters Score -9534555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -9534552.000000 Penalty: 5564.941895
	Iteration 65Q: 3 clusters Score -9534552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -9534561.000000 Penalty: 5564.941895
	Iteration 66Q: 3 clusters Score -9534561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -9534560.000000 Penalty: 5564.941895
	Iteration 67Q: 3 clusters Score -9534560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -9534560.000000 Penalty: 5564.941895
	Iteration 68Q: 3 clusters Score -9534560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -9534558.000000 Penalty: 5564.941895
	Iteration 69Q: 3 clusters Score -9534558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -9534553.000000 Penalty: 5564.941895
	Iteration 70Q: 3 clusters Score -9534553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -9534552.000000 Penalty: 5564.941895
	Iteration 71Q: 3 clusters Score -9534552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9534554.000000 Penalty: 5564.941895
	Iteration 72Q: 3 clusters Score -9534554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -9534543.000000 Penalty: 5564.941895
	Iteration 73Q: 3 clusters Score -9534543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9534546.000000 Penalty: 5564.941895
	Iteration 74Q: 3 clusters Score -9534546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9534551.000000 Penalty: 5564.941895
	Iteration 75Q: 3 clusters Score -9534551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9534544.000000 Penalty: 5564.941895
	Iteration 76Q: 3 clusters Score -9534544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9534553.000000 Penalty: 5564.941895
	Iteration 77Q: 3 clusters Score -9534553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -9534555.000000 Penalty: 5564.941895
	Iteration 78Q: 3 clusters Score -9534555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9534551.000000 Penalty: 5564.941895
	Iteration 79Q: 3 clusters Score -9534551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -9534555.000000 Penalty: 5564.941895
	Iteration 80F: 3 clusters Score -9534555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -9534550.000000 Penalty: 5564.941895
	Iteration 81Q: 3 clusters Score -9534550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -9534554.000000 Penalty: 5564.941895
	Iteration 82Q: 3 clusters Score -9534554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -9534571.000000 Penalty: 5564.941895
	Iteration 83Q: 3 clusters Score -9534571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -9534568.000000 Penalty: 5564.941895
	Iteration 84Q: 3 clusters Score -9534568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -9534558.000000 Penalty: 5564.941895
	Iteration 85Q: 3 clusters Score -9534558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -9534562.000000 Penalty: 5564.941895
	Iteration 86Q: 3 clusters Score -9534562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -9534562.000000 Penalty: 5564.941895
	Iteration 87F: 3 clusters Score -9534562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 224184 members 
Entering Unmasked Estep 
Score: -28580638.000000 Penalty: 3055.415283
	Iteration 0F: 2 clusters Score -2.858064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -28437118.000000 Penalty: 6110.830566
	Iteration 0F: 3 clusters Score -2.843712e+07 nChanged 108055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 117291 members 
Entering Unmasked Estep 
Score: -28500858.000000 Penalty: 6110.830566
	Iteration 1F: 3 clusters Score -2.850086e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 120839 members 
Entering Unmasked Estep 
Score: -28502892.000000 Penalty: 6110.830566
	Iteration 2Q: 3 clusters Score -2.850289e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -28505736.000000 Penalty: 6110.830566
	Iteration 3Q: 3 clusters Score -2.850574e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -28510982.000000 Penalty: 6110.830566
	Iteration 4Q: 3 clusters Score -2.851098e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -28519754.000000 Penalty: 6110.830566
	Iteration 5F: 3 clusters Score -2.851975e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -28533068.000000 Penalty: 6110.830566
	Iteration 6F: 3 clusters Score -2.853307e+07 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -28546954.000000 Penalty: 6110.830566
	Iteration 7F: 3 clusters Score -2.854695e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -28558094.000000 Penalty: 6110.830566
	Iteration 8F: 3 clusters Score -2.855809e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 187591 members 
Entering Unmasked Estep 
Score: -28564134.000000 Penalty: 6110.830566
	Iteration 9Q: 3 clusters Score -2.856413e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 192658 members 
Entering Unmasked Estep 
Score: -28567382.000000 Penalty: 6110.830566
	Iteration 10Q: 3 clusters Score -2.856738e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 197096 members 
Entering Unmasked Estep 
Score: -28569520.000000 Penalty: 6110.830566
	Iteration 11Q: 3 clusters Score -2.856952e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 201083 members 
Entering Unmasked Estep 
Score: -28571504.000000 Penalty: 6110.830566
	Iteration 12Q: 3 clusters Score -2.85715e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 204580 members 
Entering Unmasked Estep 
Score: -28573012.000000 Penalty: 6110.830566
	Iteration 13Q: 3 clusters Score -2.857301e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 207639 members 
Entering Unmasked Estep 
Score: -28574394.000000 Penalty: 6110.830566
	Iteration 14Q: 3 clusters Score -2.857439e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 210147 members 
Entering Unmasked Estep 
Score: -28575558.000000 Penalty: 6110.830566
	Iteration 15Q: 3 clusters Score -2.857556e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 212189 members 
Entering Unmasked Estep 
Score: -28576618.000000 Penalty: 6110.830566
	Iteration 16Q: 3 clusters Score -2.857662e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -28577180.000000 Penalty: 6110.830566
	Iteration 17Q: 3 clusters Score -2.857718e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 215101 members 
Entering Unmasked Estep 
Score: -28577632.000000 Penalty: 6110.830566
	Iteration 18Q: 3 clusters Score -2.857763e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 216124 members 
Entering Unmasked Estep 
Score: -28577978.000000 Penalty: 6110.830566
	Iteration 19Q: 3 clusters Score -2.857798e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 216966 members 
Entering Unmasked Estep 
Score: -28578144.000000 Penalty: 6110.830566
	Iteration 20F: 3 clusters Score -2.857814e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 217666 members 
Entering Unmasked Estep 
Score: -28578314.000000 Penalty: 6110.830566
	Iteration 21Q: 3 clusters Score -2.857831e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 218216 members 
Entering Unmasked Estep 
Score: -28578410.000000 Penalty: 6110.830566
	Iteration 22Q: 3 clusters Score -2.857841e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 218692 members 
Entering Unmasked Estep 
Score: -28578388.000000 Penalty: 6110.830566
	Iteration 23Q: 3 clusters Score -2.857839e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 219165 members 
Entering Unmasked Estep 
Score: -28578418.000000 Penalty: 6110.830566
	Iteration 24Q: 3 clusters Score -2.857842e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 219606 members 
Entering Unmasked Estep 
Score: -28578446.000000 Penalty: 6110.830566
	Iteration 25Q: 3 clusters Score -2.857845e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 219977 members 
Entering Unmasked Estep 
Score: -28578436.000000 Penalty: 6110.830566
	Iteration 26Q: 3 clusters Score -2.857844e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 220321 members 
Entering Unmasked Estep 
Score: -28578458.000000 Penalty: 6110.830566
	Iteration 27Q: 3 clusters Score -2.857846e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 220619 members 
Entering Unmasked Estep 
Score: -28578412.000000 Penalty: 6110.830566
	Iteration 28Q: 3 clusters Score -2.857841e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 220881 members 
Entering Unmasked Estep 
Score: -28578442.000000 Penalty: 6110.830566
	Iteration 29Q: 3 clusters Score -2.857844e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 221119 members 
Entering Unmasked Estep 
Score: -28578466.000000 Penalty: 6110.830566
	Iteration 30Q: 3 clusters Score -2.857847e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 221342 members 
Entering Unmasked Estep 
Score: -28578534.000000 Penalty: 6110.830566
	Iteration 31Q: 3 clusters Score -2.857853e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 221507 members 
Entering Unmasked Estep 
Score: -28578516.000000 Penalty: 6110.830566
	Iteration 32Q: 3 clusters Score -2.857852e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 221632 members 
Entering Unmasked Estep 
Score: -28578540.000000 Penalty: 6110.830566
	Iteration 33Q: 3 clusters Score -2.857854e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 221733 members 
Entering Unmasked Estep 
Score: -28578502.000000 Penalty: 6110.830566
	Iteration 34Q: 3 clusters Score -2.85785e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 221821 members 
Entering Unmasked Estep 
Score: -28578470.000000 Penalty: 6110.830566
	Iteration 35Q: 3 clusters Score -2.857847e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 221909 members 
Entering Unmasked Estep 
Score: -28578456.000000 Penalty: 6110.830566
	Iteration 36Q: 3 clusters Score -2.857846e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 221984 members 
Entering Unmasked Estep 
Score: -28578424.000000 Penalty: 6110.830566
	Iteration 37Q: 3 clusters Score -2.857842e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 222048 members 
Entering Unmasked Estep 
Score: -28578446.000000 Penalty: 6110.830566
	Iteration 38Q: 3 clusters Score -2.857845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 222104 members 
Entering Unmasked Estep 
Score: -28578436.000000 Penalty: 6110.830566
	Iteration 39Q: 3 clusters Score -2.857844e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 222163 members 
Entering Unmasked Estep 
Score: -28578430.000000 Penalty: 6110.830566
	Iteration 40F: 3 clusters Score -2.857843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 222218 members 
Entering Unmasked Estep 
Score: -28578454.000000 Penalty: 6110.830566
	Iteration 41Q: 3 clusters Score -2.857845e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 222278 members 
Entering Unmasked Estep 
Score: -28578486.000000 Penalty: 6110.830566
	Iteration 42Q: 3 clusters Score -2.857849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 222346 members 
Entering Unmasked Estep 
Score: -28578496.000000 Penalty: 6110.830566
	Iteration 43Q: 3 clusters Score -2.85785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 222396 members 
Entering Unmasked Estep 
Score: -28578442.000000 Penalty: 6110.830566
	Iteration 44Q: 3 clusters Score -2.857844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 222435 members 
Entering Unmasked Estep 
Score: -28578466.000000 Penalty: 6110.830566
	Iteration 45Q: 3 clusters Score -2.857847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 222472 members 
Entering Unmasked Estep 
Score: -28578440.000000 Penalty: 6110.830566
	Iteration 46Q: 3 clusters Score -2.857844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 222516 members 
Entering Unmasked Estep 
Score: -28578408.000000 Penalty: 6110.830566
	Iteration 47Q: 3 clusters Score -2.857841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 222561 members 
Entering Unmasked Estep 
Score: -28578410.000000 Penalty: 6110.830566
	Iteration 48Q: 3 clusters Score -2.857841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 222608 members 
Entering Unmasked Estep 
Score: -28578368.000000 Penalty: 6110.830566
	Iteration 49Q: 3 clusters Score -2.857837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 222642 members 
Entering Unmasked Estep 
Score: -28578362.000000 Penalty: 6110.830566
	Iteration 50Q: 3 clusters Score -2.857836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 222676 members 
Entering Unmasked Estep 
Score: -28578350.000000 Penalty: 6110.830566
	Iteration 51Q: 3 clusters Score -2.857835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 222710 members 
Entering Unmasked Estep 
Score: -28578344.000000 Penalty: 6110.830566
	Iteration 52Q: 3 clusters Score -2.857834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 222743 members 
Entering Unmasked Estep 
Score: -28578342.000000 Penalty: 6110.830566
	Iteration 53Q: 3 clusters Score -2.857834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 222778 members 
Entering Unmasked Estep 
Score: -28578326.000000 Penalty: 6110.830566
	Iteration 54Q: 3 clusters Score -2.857833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 222805 members 
Entering Unmasked Estep 
Score: -28578330.000000 Penalty: 6110.830566
	Iteration 55Q: 3 clusters Score -2.857833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 222831 members 
Entering Unmasked Estep 
Score: -28578322.000000 Penalty: 6110.830566
	Iteration 56Q: 3 clusters Score -2.857832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -28578332.000000 Penalty: 6110.830566
	Iteration 57Q: 3 clusters Score -2.857833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 222882 members 
Entering Unmasked Estep 
Score: -28578350.000000 Penalty: 6110.830566
	Iteration 58Q: 3 clusters Score -2.857835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 222910 members 
Entering Unmasked Estep 
Score: -28578348.000000 Penalty: 6110.830566
	Iteration 59Q: 3 clusters Score -2.857835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 222927 members 
Entering Unmasked Estep 
Score: -28578354.000000 Penalty: 6110.830566
	Iteration 60F: 3 clusters Score -2.857835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 222944 members 
Entering Unmasked Estep 
Score: -28578360.000000 Penalty: 6110.830566
	Iteration 61Q: 3 clusters Score -2.857836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 222969 members 
Entering Unmasked Estep 
Score: -28578362.000000 Penalty: 6110.830566
	Iteration 62Q: 3 clusters Score -2.857836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 222988 members 
Entering Unmasked Estep 
Score: -28578348.000000 Penalty: 6110.830566
	Iteration 63Q: 3 clusters Score -2.857835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 223000 members 
Entering Unmasked Estep 
Score: -28578346.000000 Penalty: 6110.830566
	Iteration 64Q: 3 clusters Score -2.857835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 223014 members 
Entering Unmasked Estep 
Score: -28578356.000000 Penalty: 6110.830566
	Iteration 65Q: 3 clusters Score -2.857836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 223035 members 
Entering Unmasked Estep 
Score: -28578364.000000 Penalty: 6110.830566
	Iteration 66Q: 3 clusters Score -2.857836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 223054 members 
Entering Unmasked Estep 
Score: -28578402.000000 Penalty: 6110.830566
	Iteration 67Q: 3 clusters Score -2.85784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 223074 members 
Entering Unmasked Estep 
Score: -28578378.000000 Penalty: 6110.830566
	Iteration 68Q: 3 clusters Score -2.857838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -28578400.000000 Penalty: 6110.830566
	Iteration 69Q: 3 clusters Score -2.85784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 223117 members 
Entering Unmasked Estep 
Score: -28578392.000000 Penalty: 6110.830566
	Iteration 70Q: 3 clusters Score -2.857839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 223133 members 
Entering Unmasked Estep 
Score: -28578412.000000 Penalty: 6110.830566
	Iteration 71Q: 3 clusters Score -2.857841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 223145 members 
Entering Unmasked Estep 
Score: -28578428.000000 Penalty: 6110.830566
	Iteration 72Q: 3 clusters Score -2.857843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -28578412.000000 Penalty: 6110.830566
	Iteration 73Q: 3 clusters Score -2.857841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 223161 members 
Entering Unmasked Estep 
Score: -28578426.000000 Penalty: 6110.830566
	Iteration 74Q: 3 clusters Score -2.857843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 223164 members 
Entering Unmasked Estep 
Score: -28578422.000000 Penalty: 6110.830566
	Iteration 75Q: 3 clusters Score -2.857842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 223169 members 
Entering Unmasked Estep 
Score: -28578422.000000 Penalty: 6110.830566
	Iteration 76Q: 3 clusters Score -2.857842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 223171 members 
Entering Unmasked Estep 
Score: -28578426.000000 Penalty: 6110.830566
	Iteration 77Q: 3 clusters Score -2.857843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 223174 members 
Entering Unmasked Estep 
Score: -28578422.000000 Penalty: 6110.830566
	Iteration 78Q: 3 clusters Score -2.857842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 223178 members 
Entering Unmasked Estep 
Score: -28578424.000000 Penalty: 6110.830566
	Iteration 79Q: 3 clusters Score -2.857842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 223181 members 
Entering Unmasked Estep 
Score: -28578414.000000 Penalty: 6110.830566
	Iteration 80F: 3 clusters Score -2.857841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 223188 members 
Entering Unmasked Estep 
Score: -28578414.000000 Penalty: 6110.830566
	Iteration 81Q: 3 clusters Score -2.857841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 223192 members 
Entering Unmasked Estep 
Score: -28578418.000000 Penalty: 6110.830566
	Iteration 82Q: 3 clusters Score -2.857842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 223194 members 
Entering Unmasked Estep 
Score: -28578412.000000 Penalty: 6110.830566
	Iteration 83Q: 3 clusters Score -2.857841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 223197 members 
Entering Unmasked Estep 
Score: -28578400.000000 Penalty: 6110.830566
	Iteration 84Q: 3 clusters Score -2.85784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 223198 members 
Entering Unmasked Estep 
Score: -28578404.000000 Penalty: 6110.830566
	Iteration 85Q: 3 clusters Score -2.85784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -28578400.000000 Penalty: 6110.830566
	Iteration 86Q: 3 clusters Score -2.85784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 223201 members 
Entering Unmasked Estep 
Score: -28578402.000000 Penalty: 6110.830566
	Iteration 87Q: 3 clusters Score -2.85784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 223205 members 
Entering Unmasked Estep 
Score: -28578416.000000 Penalty: 6110.830566
	Iteration 88Q: 3 clusters Score -2.857842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -28578400.000000 Penalty: 6110.830566
	Iteration 89Q: 3 clusters Score -2.85784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 223216 members 
Entering Unmasked Estep 
Score: -28578398.000000 Penalty: 6110.830566
	Iteration 90Q: 3 clusters Score -2.85784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 223222 members 
Entering Unmasked Estep 
Score: -28578388.000000 Penalty: 6110.830566
	Iteration 91Q: 3 clusters Score -2.857839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 223226 members 
Entering Unmasked Estep 
Score: -28578402.000000 Penalty: 6110.830566
	Iteration 92Q: 3 clusters Score -2.85784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 223233 members 
Entering Unmasked Estep 
Score: -28578398.000000 Penalty: 6110.830566
	Iteration 93Q: 3 clusters Score -2.85784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 223239 members 
Entering Unmasked Estep 
Score: -28578392.000000 Penalty: 6110.830566
	Iteration 94Q: 3 clusters Score -2.857839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 223241 members 
Entering Unmasked Estep 
Score: -28578396.000000 Penalty: 6110.830566
	Iteration 95Q: 3 clusters Score -2.85784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 223243 members 
Entering Unmasked Estep 
Score: -28578398.000000 Penalty: 6110.830566
	Iteration 96Q: 3 clusters Score -2.85784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 223243 members 
Entering Unmasked Estep 
Score: -28578398.000000 Penalty: 6110.830566
	Iteration 97F: 3 clusters Score -2.85784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Entering Unmasked Estep 
Score: -7466654.000000 Penalty: 2727.398193
	Iteration 0F: 2 clusters Score -7466654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -7426607.500000 Penalty: 5454.796387
	Iteration 0F: 3 clusters Score -7426608 nChanged 27846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -7442127.000000 Penalty: 5454.796387
	Iteration 1F: 3 clusters Score -7442127 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -7442744.500000 Penalty: 5454.796387
	Iteration 2Q: 3 clusters Score -7442744 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -7443355.000000 Penalty: 5454.796387
	Iteration 3Q: 3 clusters Score -7443355 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -7444001.000000 Penalty: 5454.796387
	Iteration 4Q: 3 clusters Score -7444001 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -7444873.500000 Penalty: 5454.796387
	Iteration 5Q: 3 clusters Score -7444874 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -7446115.500000 Penalty: 5454.796387
	Iteration 6Q: 3 clusters Score -7446116 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7448124.500000 Penalty: 5454.796387
	Iteration 7F: 3 clusters Score -7448124 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -7451029.000000 Penalty: 5454.796387
	Iteration 8F: 3 clusters Score -7451029 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -7455056.000000 Penalty: 5454.796387
	Iteration 9F: 3 clusters Score -7455056 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -7459156.000000 Penalty: 5454.796387
	Iteration 10F: 3 clusters Score -7459156 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7462005.500000 Penalty: 5454.796387
	Iteration 11F: 3 clusters Score -7462006 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7463505.000000 Penalty: 5454.796387
	Iteration 12Q: 3 clusters Score -7463505 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7464099.000000 Penalty: 5454.796387
	Iteration 13Q: 3 clusters Score -7464099 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7464361.500000 Penalty: 5454.796387
	Iteration 14Q: 3 clusters Score -7464362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7464467.500000 Penalty: 5454.796387
	Iteration 15Q: 3 clusters Score -7464468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7464547.500000 Penalty: 5454.796387
	Iteration 16Q: 3 clusters Score -7464548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7464599.500000 Penalty: 5454.796387
	Iteration 17Q: 3 clusters Score -7464600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7464631.500000 Penalty: 5454.796387
	Iteration 18Q: 3 clusters Score -7464632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7464638.500000 Penalty: 5454.796387
	Iteration 19Q: 3 clusters Score -7464638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7464651.000000 Penalty: 5454.796387
	Iteration 20F: 3 clusters Score -7464651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7464661.000000 Penalty: 5454.796387
	Iteration 21Q: 3 clusters Score -7464661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7464659.500000 Penalty: 5454.796387
	Iteration 22Q: 3 clusters Score -7464660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7464660.500000 Penalty: 5454.796387
	Iteration 23Q: 3 clusters Score -7464660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7464668.000000 Penalty: 5454.796387
	Iteration 24Q: 3 clusters Score -7464668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7464672.000000 Penalty: 5454.796387
	Iteration 25Q: 3 clusters Score -7464672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7464676.000000 Penalty: 5454.796387
	Iteration 26Q: 3 clusters Score -7464676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7464676.500000 Penalty: 5454.796387
	Iteration 27Q: 3 clusters Score -7464676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7464679.500000 Penalty: 5454.796387
	Iteration 28Q: 3 clusters Score -7464680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7464678.500000 Penalty: 5454.796387
	Iteration 29Q: 3 clusters Score -7464678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7464678.500000 Penalty: 5454.796387
	Iteration 30F: 3 clusters Score -7464678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -337768.125000 Penalty: 1961.553467
	Iteration 0F: 2 clusters Score -337768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -334681.750000 Penalty: 3923.106934
	Iteration 0F: 3 clusters Score -334681.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -335455.687500 Penalty: 3923.106934
	Iteration 1F: 3 clusters Score -335455.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -335746.156250 Penalty: 3923.106934
	Iteration 2F: 3 clusters Score -335746.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -336133.843750 Penalty: 3923.106934
	Iteration 3F: 3 clusters Score -336133.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -336610.750000 Penalty: 3923.106934
	Iteration 4F: 3 clusters Score -336610.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336944.843750 Penalty: 3923.106934
	Iteration 5F: 3 clusters Score -336944.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -337139.406250 Penalty: 3923.106934
	Iteration 6F: 3 clusters Score -337139.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -337239.781250 Penalty: 3923.106934
	Iteration 7Q: 3 clusters Score -337239.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -337297.531250 Penalty: 3923.106934
	Iteration 8Q: 3 clusters Score -337297.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -337335.468750 Penalty: 3923.106934
	Iteration 9Q: 3 clusters Score -337335.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -337359.093750 Penalty: 3923.106934
	Iteration 10Q: 3 clusters Score -337359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -337374.187500 Penalty: 3923.106934
	Iteration 11Q: 3 clusters Score -337374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -337383.562500 Penalty: 3923.106934
	Iteration 12Q: 3 clusters Score -337383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -337389.562500 Penalty: 3923.106934
	Iteration 13Q: 3 clusters Score -337389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -337405.031250 Penalty: 3923.106934
	Iteration 14Q: 3 clusters Score -337405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -337413.781250 Penalty: 3923.106934
	Iteration 15Q: 3 clusters Score -337413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -337419.218750 Penalty: 3923.106934
	Iteration 16Q: 3 clusters Score -337419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -337430.187500 Penalty: 3923.106934
	Iteration 17Q: 3 clusters Score -337430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -337442.562500 Penalty: 3923.106934
	Iteration 18Q: 3 clusters Score -337442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -337449.750000 Penalty: 3923.106934
	Iteration 19Q: 3 clusters Score -337449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -337451.812500 Penalty: 3923.106934
	Iteration 20F: 3 clusters Score -337451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -337454.218750 Penalty: 3923.106934
	Iteration 21Q: 3 clusters Score -337454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -337454.218750 Penalty: 3923.106934
	Iteration 22F: 3 clusters Score -337454.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Entering Unmasked Estep 
Score: -1216211.250000 Penalty: 2267.098389
	Iteration 0F: 2 clusters Score -1216211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1208974.875000 Penalty: 4534.196777
	Iteration 0F: 3 clusters Score -1208975 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1210956.500000 Penalty: 4534.196777
	Iteration 1F: 3 clusters Score -1210956 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1211207.000000 Penalty: 4534.196777
	Iteration 2F: 3 clusters Score -1211207 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1211402.000000 Penalty: 4534.196777
	Iteration 3Q: 3 clusters Score -1211402 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1211555.500000 Penalty: 4534.196777
	Iteration 4Q: 3 clusters Score -1211556 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1211687.750000 Penalty: 4534.196777
	Iteration 5Q: 3 clusters Score -1211688 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1211830.500000 Penalty: 4534.196777
	Iteration 6Q: 3 clusters Score -1211830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1211982.625000 Penalty: 4534.196777
	Iteration 7Q: 3 clusters Score -1211983 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1212117.625000 Penalty: 4534.196777
	Iteration 8Q: 3 clusters Score -1212118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1212271.625000 Penalty: 4534.196777
	Iteration 9Q: 3 clusters Score -1212272 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1212460.500000 Penalty: 4534.196777
	Iteration 10Q: 3 clusters Score -1212460 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1212715.500000 Penalty: 4534.196777
	Iteration 11Q: 3 clusters Score -1212716 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1213007.250000 Penalty: 4534.196777
	Iteration 12Q: 3 clusters Score -1213007 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1213320.000000 Penalty: 4534.196777
	Iteration 13Q: 3 clusters Score -1213320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1213640.625000 Penalty: 4534.196777
	Iteration 14Q: 3 clusters Score -1213641 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1213909.625000 Penalty: 4534.196777
	Iteration 15Q: 3 clusters Score -1213910 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1214147.500000 Penalty: 4534.196777
	Iteration 16Q: 3 clusters Score -1214148 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1214347.750000 Penalty: 4534.196777
	Iteration 17Q: 3 clusters Score -1214348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1214484.250000 Penalty: 4534.196777
	Iteration 18Q: 3 clusters Score -1214484 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1214556.250000 Penalty: 4534.196777
	Iteration 19Q: 3 clusters Score -1214556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1214591.875000 Penalty: 4534.196777
	Iteration 20F: 3 clusters Score -1214592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1214608.625000 Penalty: 4534.196777
	Iteration 21Q: 3 clusters Score -1214609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1214619.500000 Penalty: 4534.196777
	Iteration 22Q: 3 clusters Score -1214620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1214630.500000 Penalty: 4534.196777
	Iteration 23Q: 3 clusters Score -1214630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1214638.750000 Penalty: 4534.196777
	Iteration 24Q: 3 clusters Score -1214639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1214643.625000 Penalty: 4534.196777
	Iteration 25Q: 3 clusters Score -1214644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1214644.875000 Penalty: 4534.196777
	Iteration 26Q: 3 clusters Score -1214645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1214653.750000 Penalty: 4534.196777
	Iteration 27Q: 3 clusters Score -1214654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1214664.250000 Penalty: 4534.196777
	Iteration 28Q: 3 clusters Score -1214664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1214673.125000 Penalty: 4534.196777
	Iteration 29Q: 3 clusters Score -1214673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1214674.250000 Penalty: 4534.196777
	Iteration 30Q: 3 clusters Score -1214674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1214673.625000 Penalty: 4534.196777
	Iteration 31Q: 3 clusters Score -1214674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1214673.625000 Penalty: 4534.196777
	Iteration 32F: 3 clusters Score -1214674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Entering Unmasked Estep 
Score: -2833966.000000 Penalty: 2479.114990
	Iteration 0F: 2 clusters Score -2833966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2818644.500000 Penalty: 4958.229980
	Iteration 0F: 3 clusters Score -2818644 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2823829.000000 Penalty: 4958.229980
	Iteration 1F: 3 clusters Score -2823829 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2824281.750000 Penalty: 4958.229980
	Iteration 2Q: 3 clusters Score -2824282 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2824790.250000 Penalty: 4958.229980
	Iteration 3Q: 3 clusters Score -2824790 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2825402.750000 Penalty: 4958.229980
	Iteration 4Q: 3 clusters Score -2825403 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2826396.250000 Penalty: 4958.229980
	Iteration 5F: 3 clusters Score -2826396 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2827900.000000 Penalty: 4958.229980
	Iteration 6F: 3 clusters Score -2827900 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2829814.500000 Penalty: 4958.229980
	Iteration 7F: 3 clusters Score -2829814 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2831568.000000 Penalty: 4958.229980
	Iteration 8F: 3 clusters Score -2831568 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2832738.000000 Penalty: 4958.229980
	Iteration 9F: 3 clusters Score -2832738 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2833410.250000 Penalty: 4958.229980
	Iteration 10Q: 3 clusters Score -2833410 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2833812.250000 Penalty: 4958.229980
	Iteration 11Q: 3 clusters Score -2833812 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2834044.000000 Penalty: 4958.229980
	Iteration 12Q: 3 clusters Score -2834044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2834212.000000 Penalty: 4958.229980
	Iteration 13Q: 3 clusters Score -2834212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2834317.000000 Penalty: 4958.229980
	Iteration 14Q: 3 clusters Score -2834317 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2834365.000000 Penalty: 4958.229980
	Iteration 15Q: 3 clusters Score -2834365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2834387.500000 Penalty: 4958.229980
	Iteration 16Q: 3 clusters Score -2834388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2834422.500000 Penalty: 4958.229980
	Iteration 17Q: 3 clusters Score -2834422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2834430.000000 Penalty: 4958.229980
	Iteration 18Q: 3 clusters Score -2834430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2834446.000000 Penalty: 4958.229980
	Iteration 19Q: 3 clusters Score -2834446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2834448.500000 Penalty: 4958.229980
	Iteration 20F: 3 clusters Score -2834448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2834448.500000 Penalty: 4958.229980
	Iteration 21Q: 3 clusters Score -2834448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2834452.000000 Penalty: 4958.229980
	Iteration 22Q: 3 clusters Score -2834452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2834456.250000 Penalty: 4958.229980
	Iteration 23Q: 3 clusters Score -2834456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2834462.500000 Penalty: 4958.229980
	Iteration 24Q: 3 clusters Score -2834462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2834464.750000 Penalty: 4958.229980
	Iteration 25Q: 3 clusters Score -2834465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2834470.000000 Penalty: 4958.229980
	Iteration 26Q: 3 clusters Score -2834470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2834467.750000 Penalty: 4958.229980
	Iteration 27Q: 3 clusters Score -2834468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2834464.000000 Penalty: 4958.229980
	Iteration 28Q: 3 clusters Score -2834464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2834468.500000 Penalty: 4958.229980
	Iteration 29Q: 3 clusters Score -2834468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2834469.500000 Penalty: 4958.229980
	Iteration 30Q: 3 clusters Score -2834470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2834469.500000 Penalty: 4958.229980
	Iteration 31F: 3 clusters Score -2834470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 221863 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 28651 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 20589 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 57356 members 
Entering Unmasked Estep 
Score: -116045592.000000 Penalty: 61322.281250
Splitting cluster 16 changes total score from -116046656.000000 to -116045592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Entering Unmasked Estep 
Score: -1553868.125000 Penalty: 2327.742188
	Iteration 0F: 2 clusters Score -1553868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1545033.250000 Penalty: 4655.484375
	Iteration 0F: 3 clusters Score -1545033 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1547658.125000 Penalty: 4655.484375
	Iteration 1F: 3 clusters Score -1547658 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1547918.875000 Penalty: 4655.484375
	Iteration 2F: 3 clusters Score -1547919 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1548099.875000 Penalty: 4655.484375
	Iteration 3Q: 3 clusters Score -1548100 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1548231.125000 Penalty: 4655.484375
	Iteration 4Q: 3 clusters Score -1548231 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1548329.375000 Penalty: 4655.484375
	Iteration 5Q: 3 clusters Score -1548329 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1548406.000000 Penalty: 4655.484375
	Iteration 6Q: 3 clusters Score -1548406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1548474.000000 Penalty: 4655.484375
	Iteration 7Q: 3 clusters Score -1548474 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1548542.875000 Penalty: 4655.484375
	Iteration 8Q: 3 clusters Score -1548543 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1548603.250000 Penalty: 4655.484375
	Iteration 9Q: 3 clusters Score -1548603 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1548656.000000 Penalty: 4655.484375
	Iteration 10Q: 3 clusters Score -1548656 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1548710.375000 Penalty: 4655.484375
	Iteration 11Q: 3 clusters Score -1548710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1548780.125000 Penalty: 4655.484375
	Iteration 12Q: 3 clusters Score -1548780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1548858.625000 Penalty: 4655.484375
	Iteration 13Q: 3 clusters Score -1548859 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1548927.250000 Penalty: 4655.484375
	Iteration 14Q: 3 clusters Score -1548927 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1549015.375000 Penalty: 4655.484375
	Iteration 15Q: 3 clusters Score -1549015 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1549109.875000 Penalty: 4655.484375
	Iteration 16Q: 3 clusters Score -1549110 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1549227.750000 Penalty: 4655.484375
	Iteration 17Q: 3 clusters Score -1549228 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1549387.125000 Penalty: 4655.484375
	Iteration 18Q: 3 clusters Score -1549387 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1549602.125000 Penalty: 4655.484375
	Iteration 19Q: 3 clusters Score -1549602 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1549886.750000 Penalty: 4655.484375
	Iteration 20F: 3 clusters Score -1549887 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1550189.000000 Penalty: 4655.484375
	Iteration 21Q: 3 clusters Score -1550189 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1550506.750000 Penalty: 4655.484375
	Iteration 22Q: 3 clusters Score -1550507 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1550828.375000 Penalty: 4655.484375
	Iteration 23Q: 3 clusters Score -1550828 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1551112.125000 Penalty: 4655.484375
	Iteration 24Q: 3 clusters Score -1551112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1551308.375000 Penalty: 4655.484375
	Iteration 25Q: 3 clusters Score -1551308 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1551465.125000 Penalty: 4655.484375
	Iteration 26Q: 3 clusters Score -1551465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1551561.500000 Penalty: 4655.484375
	Iteration 27Q: 3 clusters Score -1551562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1551630.500000 Penalty: 4655.484375
	Iteration 28Q: 3 clusters Score -1551630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1551696.625000 Penalty: 4655.484375
	Iteration 29Q: 3 clusters Score -1551697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1551733.875000 Penalty: 4655.484375
	Iteration 30Q: 3 clusters Score -1551734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1551759.625000 Penalty: 4655.484375
	Iteration 31Q: 3 clusters Score -1551760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1551774.375000 Penalty: 4655.484375
	Iteration 32Q: 3 clusters Score -1551774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1551783.250000 Penalty: 4655.484375
	Iteration 33Q: 3 clusters Score -1551783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1551799.625000 Penalty: 4655.484375
	Iteration 34Q: 3 clusters Score -1551800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1551816.500000 Penalty: 4655.484375
	Iteration 35Q: 3 clusters Score -1551816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1551821.375000 Penalty: 4655.484375
	Iteration 36Q: 3 clusters Score -1551821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1551822.750000 Penalty: 4655.484375
	Iteration 37Q: 3 clusters Score -1551823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1551831.000000 Penalty: 4655.484375
	Iteration 38Q: 3 clusters Score -1551831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1551842.000000 Penalty: 4655.484375
	Iteration 39Q: 3 clusters Score -1551842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1551846.875000 Penalty: 4655.484375
	Iteration 40F: 3 clusters Score -1551847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1551854.500000 Penalty: 4655.484375
	Iteration 41Q: 3 clusters Score -1551854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1551857.750000 Penalty: 4655.484375
	Iteration 42Q: 3 clusters Score -1551858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1551863.625000 Penalty: 4655.484375
	Iteration 43Q: 3 clusters Score -1551864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1551863.625000 Penalty: 4655.484375
	Iteration 44F: 3 clusters Score -1551864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -2093445.125000 Penalty: 2402.409180
	Iteration 0F: 2 clusters Score -2093445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2081857.250000 Penalty: 4804.818359
	Iteration 0F: 3 clusters Score -2081857 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2085517.625000 Penalty: 4804.818359
	Iteration 1F: 3 clusters Score -2085518 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2085830.875000 Penalty: 4804.818359
	Iteration 2F: 3 clusters Score -2085831 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2086091.375000 Penalty: 4804.818359
	Iteration 3Q: 3 clusters Score -2086091 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2086308.875000 Penalty: 4804.818359
	Iteration 4Q: 3 clusters Score -2086309 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2086483.625000 Penalty: 4804.818359
	Iteration 5Q: 3 clusters Score -2086484 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2086653.750000 Penalty: 4804.818359
	Iteration 6Q: 3 clusters Score -2086654 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2086798.250000 Penalty: 4804.818359
	Iteration 7Q: 3 clusters Score -2086798 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2086999.625000 Penalty: 4804.818359
	Iteration 8Q: 3 clusters Score -2087000 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2087216.375000 Penalty: 4804.818359
	Iteration 9Q: 3 clusters Score -2087216 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2087501.125000 Penalty: 4804.818359
	Iteration 10Q: 3 clusters Score -2087501 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2087844.500000 Penalty: 4804.818359
	Iteration 11Q: 3 clusters Score -2087844 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2088294.375000 Penalty: 4804.818359
	Iteration 12Q: 3 clusters Score -2088294 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2088861.125000 Penalty: 4804.818359
	Iteration 13Q: 3 clusters Score -2088861 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2089514.875000 Penalty: 4804.818359
	Iteration 14Q: 3 clusters Score -2089515 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2090116.500000 Penalty: 4804.818359
	Iteration 15Q: 3 clusters Score -2090116 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2090565.625000 Penalty: 4804.818359
	Iteration 16Q: 3 clusters Score -2090566 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2090835.750000 Penalty: 4804.818359
	Iteration 17Q: 3 clusters Score -2090836 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2090994.875000 Penalty: 4804.818359
	Iteration 18Q: 3 clusters Score -2090995 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2091098.750000 Penalty: 4804.818359
	Iteration 19Q: 3 clusters Score -2091099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2091177.000000 Penalty: 4804.818359
	Iteration 20F: 3 clusters Score -2091177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2091230.500000 Penalty: 4804.818359
	Iteration 21Q: 3 clusters Score -2091230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2091287.625000 Penalty: 4804.818359
	Iteration 22Q: 3 clusters Score -2091288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2091318.000000 Penalty: 4804.818359
	Iteration 23Q: 3 clusters Score -2091318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2091337.625000 Penalty: 4804.818359
	Iteration 24Q: 3 clusters Score -2091338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2091352.250000 Penalty: 4804.818359
	Iteration 25Q: 3 clusters Score -2091352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2091372.000000 Penalty: 4804.818359
	Iteration 26Q: 3 clusters Score -2091372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2091388.750000 Penalty: 4804.818359
	Iteration 27Q: 3 clusters Score -2091389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2091396.750000 Penalty: 4804.818359
	Iteration 28Q: 3 clusters Score -2091397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2091401.250000 Penalty: 4804.818359
	Iteration 29Q: 3 clusters Score -2091401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2091411.250000 Penalty: 4804.818359
	Iteration 30Q: 3 clusters Score -2091411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2091414.375000 Penalty: 4804.818359
	Iteration 31Q: 3 clusters Score -2091414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2091415.750000 Penalty: 4804.818359
	Iteration 32Q: 3 clusters Score -2091416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2091414.250000 Penalty: 4804.818359
	Iteration 33Q: 3 clusters Score -2091414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2091421.875000 Penalty: 4804.818359
	Iteration 34Q: 3 clusters Score -2091422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2091427.500000 Penalty: 4804.818359
	Iteration 35Q: 3 clusters Score -2091428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2091427.750000 Penalty: 4804.818359
	Iteration 36Q: 3 clusters Score -2091428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2091433.375000 Penalty: 4804.818359
	Iteration 37Q: 3 clusters Score -2091433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2091432.375000 Penalty: 4804.818359
	Iteration 38Q: 3 clusters Score -2091432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2091434.000000 Penalty: 4804.818359
	Iteration 39Q: 3 clusters Score -2091434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2091437.125000 Penalty: 4804.818359
	Iteration 40F: 3 clusters Score -2091437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2091433.250000 Penalty: 4804.818359
	Iteration 41Q: 3 clusters Score -2091433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2091433.125000 Penalty: 4804.818359
	Iteration 42Q: 3 clusters Score -2091433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2091435.750000 Penalty: 4804.818359
	Iteration 43Q: 3 clusters Score -2091436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2091435.250000 Penalty: 4804.818359
	Iteration 44Q: 3 clusters Score -2091435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2091440.000000 Penalty: 4804.818359
	Iteration 45Q: 3 clusters Score -2091440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2091442.125000 Penalty: 4804.818359
	Iteration 46Q: 3 clusters Score -2091442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2091448.750000 Penalty: 4804.818359
	Iteration 47Q: 3 clusters Score -2091449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2091446.750000 Penalty: 4804.818359
	Iteration 48Q: 3 clusters Score -2091447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2091446.750000 Penalty: 4804.818359
	Iteration 49F: 3 clusters Score -2091447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -304679.437500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -304679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -301755.093750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -301755.1 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304429.406250 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -304429.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -307297.062500 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -307297.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309029.718750 Penalty: 3924.198486
	Iteration 3F: 3 clusters Score -309029.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -309376.875000 Penalty: 3924.198486
	Iteration 4F: 3 clusters Score -309376.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -309522.031250 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -309522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -309631.531250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -309631.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -309685.093750 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -309685.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -309711.968750 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -309712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -309727.281250 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -309727.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -309734.562500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -309734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -309736.687500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -309736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -309740.312500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -309740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -309744.187500 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -309744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -309750.937500 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -309750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -309759.281250 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -309759.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -309778.187500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -309778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -309804.406250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -309804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -309824.500000 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -309824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309843.468750 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -309843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -309857.500000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -309857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -309858.781250 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -309858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -309858.781250 Penalty: 3924.198486
	Iteration 22F: 3 clusters Score -309858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 221863 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 28651 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 21948 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 57356 members 
Entering Unmasked Estep 
Score: -116049560.000000 Penalty: 61322.281250
Splitting cluster 19 changes total score from -116046656.000000 to -116049560.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 20 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -793697.250000 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -793697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -788252.937500 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -788252.9 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -789646.625000 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -789646.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -789951.187500 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -789951.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -790213.125000 Penalty: 4353.896973
	Iteration 3F: 3 clusters Score -790213.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -790475.000000 Penalty: 4353.896973
	Iteration 4Q: 3 clusters Score -790475 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -790711.187500 Penalty: 4353.896973
	Iteration 5Q: 3 clusters Score -790711.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -790917.187500 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -790917.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -791066.562500 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -791066.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -791202.500000 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -791202.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -791358.625000 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -791358.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -791511.937500 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -791511.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -791639.625000 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -791639.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -791756.750000 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -791756.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -791840.937500 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -791840.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -791922.750000 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -791922.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -791990.875000 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -791990.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -792047.437500 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -792047.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -792100.437500 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -792100.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -792149.875000 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -792149.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -792184.187500 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -792184.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -792211.687500 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -792211.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -792237.812500 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -792237.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -792268.875000 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -792268.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -792305.687500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -792305.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -792340.312500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -792340.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -792367.562500 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -792367.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -792388.937500 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -792388.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -792408.875000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -792408.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -792421.187500 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -792421.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -792432.937500 Penalty: 4353.896973
	Iteration 29Q: 3 clusters Score -792432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -792438.062500 Penalty: 4353.896973
	Iteration 30Q: 3 clusters Score -792438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -792439.500000 Penalty: 4353.896973
	Iteration 31Q: 3 clusters Score -792439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -792441.500000 Penalty: 4353.896973
	Iteration 32Q: 3 clusters Score -792441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -792443.000000 Penalty: 4353.896973
	Iteration 33Q: 3 clusters Score -792443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -792443.687500 Penalty: 4353.896973
	Iteration 34Q: 3 clusters Score -792443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -792447.500000 Penalty: 4353.896973
	Iteration 35Q: 3 clusters Score -792447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -792447.625000 Penalty: 4353.896973
	Iteration 36Q: 3 clusters Score -792447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -792449.937500 Penalty: 4353.896973
	Iteration 37Q: 3 clusters Score -792449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -792449.312500 Penalty: 4353.896973
	Iteration 38Q: 3 clusters Score -792449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -792449.312500 Penalty: 4353.896973
	Iteration 39F: 3 clusters Score -792449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Entering Unmasked Estep 
Score: -7399834.500000 Penalty: 2717.344238
	Iteration 0F: 2 clusters Score -7399834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -7361361.000000 Penalty: 5434.688477
	Iteration 0F: 3 clusters Score -7361361 nChanged 26651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7376734.500000 Penalty: 5434.688477
	Iteration 1F: 3 clusters Score -7376734 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7377824.500000 Penalty: 5434.688477
	Iteration 2Q: 3 clusters Score -7377824 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7379193.000000 Penalty: 5434.688477
	Iteration 3Q: 3 clusters Score -7379193 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -7380961.000000 Penalty: 5434.688477
	Iteration 4F: 3 clusters Score -7380961 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7383182.500000 Penalty: 5434.688477
	Iteration 5F: 3 clusters Score -7383182 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7385713.500000 Penalty: 5434.688477
	Iteration 6F: 3 clusters Score -7385714 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -7388148.000000 Penalty: 5434.688477
	Iteration 7F: 3 clusters Score -7388148 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -7389954.500000 Penalty: 5434.688477
	Iteration 8F: 3 clusters Score -7389954 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7391119.500000 Penalty: 5434.688477
	Iteration 9Q: 3 clusters Score -7391120 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7391871.500000 Penalty: 5434.688477
	Iteration 10Q: 3 clusters Score -7391872 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -7392398.500000 Penalty: 5434.688477
	Iteration 11Q: 3 clusters Score -7392398 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7392714.500000 Penalty: 5434.688477
	Iteration 12Q: 3 clusters Score -7392714 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7392924.500000 Penalty: 5434.688477
	Iteration 13Q: 3 clusters Score -7392924 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7393069.500000 Penalty: 5434.688477
	Iteration 14Q: 3 clusters Score -7393070 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -7393202.500000 Penalty: 5434.688477
	Iteration 15Q: 3 clusters Score -7393202 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7393284.000000 Penalty: 5434.688477
	Iteration 16Q: 3 clusters Score -7393284 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7393331.000000 Penalty: 5434.688477
	Iteration 17Q: 3 clusters Score -7393331 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -7393363.000000 Penalty: 5434.688477
	Iteration 18Q: 3 clusters Score -7393363 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -7393448.500000 Penalty: 5434.688477
	Iteration 19Q: 3 clusters Score -7393448 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -7393508.000000 Penalty: 5434.688477
	Iteration 20F: 3 clusters Score -7393508 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -7393576.000000 Penalty: 5434.688477
	Iteration 21Q: 3 clusters Score -7393576 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -7393630.000000 Penalty: 5434.688477
	Iteration 22Q: 3 clusters Score -7393630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7393665.000000 Penalty: 5434.688477
	Iteration 23Q: 3 clusters Score -7393665 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7393711.000000 Penalty: 5434.688477
	Iteration 24Q: 3 clusters Score -7393711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -7393697.500000 Penalty: 5434.688477
	Iteration 25Q: 3 clusters Score -7393698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7393727.000000 Penalty: 5434.688477
	Iteration 26Q: 3 clusters Score -7393727 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -7393743.500000 Penalty: 5434.688477
	Iteration 27Q: 3 clusters Score -7393744 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7393764.000000 Penalty: 5434.688477
	Iteration 28Q: 3 clusters Score -7393764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7393776.500000 Penalty: 5434.688477
	Iteration 29Q: 3 clusters Score -7393776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -7393783.000000 Penalty: 5434.688477
	Iteration 30Q: 3 clusters Score -7393783 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7393787.500000 Penalty: 5434.688477
	Iteration 31Q: 3 clusters Score -7393788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7393800.000000 Penalty: 5434.688477
	Iteration 32Q: 3 clusters Score -7393800 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -7393827.500000 Penalty: 5434.688477
	Iteration 33Q: 3 clusters Score -7393828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7393828.500000 Penalty: 5434.688477
	Iteration 34Q: 3 clusters Score -7393828 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7393844.500000 Penalty: 5434.688477
	Iteration 35Q: 3 clusters Score -7393844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7393851.500000 Penalty: 5434.688477
	Iteration 36Q: 3 clusters Score -7393852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -7393879.500000 Penalty: 5434.688477
	Iteration 37Q: 3 clusters Score -7393880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7393884.500000 Penalty: 5434.688477
	Iteration 38Q: 3 clusters Score -7393884 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -7393893.500000 Penalty: 5434.688477
	Iteration 39Q: 3 clusters Score -7393894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -7393883.500000 Penalty: 5434.688477
	Iteration 40F: 3 clusters Score -7393884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7393906.000000 Penalty: 5434.688477
	Iteration 41Q: 3 clusters Score -7393906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -7393924.500000 Penalty: 5434.688477
	Iteration 42Q: 3 clusters Score -7393924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7393949.500000 Penalty: 5434.688477
	Iteration 43Q: 3 clusters Score -7393950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7393944.000000 Penalty: 5434.688477
	Iteration 44Q: 3 clusters Score -7393944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7393952.500000 Penalty: 5434.688477
	Iteration 45Q: 3 clusters Score -7393952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -7393965.500000 Penalty: 5434.688477
	Iteration 46Q: 3 clusters Score -7393966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -7393995.000000 Penalty: 5434.688477
	Iteration 47Q: 3 clusters Score -7393995 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -7394008.000000 Penalty: 5434.688477
	Iteration 48Q: 3 clusters Score -7394008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7394011.000000 Penalty: 5434.688477
	Iteration 49Q: 3 clusters Score -7394011 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -7394040.000000 Penalty: 5434.688477
	Iteration 50Q: 3 clusters Score -7394040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7394066.000000 Penalty: 5434.688477
	Iteration 51Q: 3 clusters Score -7394066 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7394126.000000 Penalty: 5434.688477
	Iteration 52Q: 3 clusters Score -7394126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -7394130.000000 Penalty: 5434.688477
	Iteration 53Q: 3 clusters Score -7394130 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7394143.000000 Penalty: 5434.688477
	Iteration 54Q: 3 clusters Score -7394143 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -7394174.000000 Penalty: 5434.688477
	Iteration 55Q: 3 clusters Score -7394174 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -7394221.000000 Penalty: 5434.688477
	Iteration 56Q: 3 clusters Score -7394221 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -7394207.500000 Penalty: 5434.688477
	Iteration 57Q: 3 clusters Score -7394208 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7394197.000000 Penalty: 5434.688477
	Iteration 58Q: 3 clusters Score -7394197 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -7394230.000000 Penalty: 5434.688477
	Iteration 59Q: 3 clusters Score -7394230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7394251.000000 Penalty: 5434.688477
	Iteration 60F: 3 clusters Score -7394251 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7394277.000000 Penalty: 5434.688477
	Iteration 61Q: 3 clusters Score -7394277 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7394311.500000 Penalty: 5434.688477
	Iteration 62Q: 3 clusters Score -7394312 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -7394330.500000 Penalty: 5434.688477
	Iteration 63Q: 3 clusters Score -7394330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -7394382.500000 Penalty: 5434.688477
	Iteration 64Q: 3 clusters Score -7394382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -7394425.500000 Penalty: 5434.688477
	Iteration 65Q: 3 clusters Score -7394426 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -7394437.500000 Penalty: 5434.688477
	Iteration 66Q: 3 clusters Score -7394438 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7394450.500000 Penalty: 5434.688477
	Iteration 67Q: 3 clusters Score -7394450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -7394477.500000 Penalty: 5434.688477
	Iteration 68Q: 3 clusters Score -7394478 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -7394499.000000 Penalty: 5434.688477
	Iteration 69Q: 3 clusters Score -7394499 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7394520.500000 Penalty: 5434.688477
	Iteration 70Q: 3 clusters Score -7394520 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -7394546.500000 Penalty: 5434.688477
	Iteration 71Q: 3 clusters Score -7394546 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7394576.000000 Penalty: 5434.688477
	Iteration 72Q: 3 clusters Score -7394576 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -7394608.500000 Penalty: 5434.688477
	Iteration 73Q: 3 clusters Score -7394608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7394654.000000 Penalty: 5434.688477
	Iteration 74Q: 3 clusters Score -7394654 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7394681.500000 Penalty: 5434.688477
	Iteration 75Q: 3 clusters Score -7394682 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7394707.000000 Penalty: 5434.688477
	Iteration 76Q: 3 clusters Score -7394707 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -7394730.500000 Penalty: 5434.688477
	Iteration 77Q: 3 clusters Score -7394730 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7394758.500000 Penalty: 5434.688477
	Iteration 78Q: 3 clusters Score -7394758 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -7394768.500000 Penalty: 5434.688477
	Iteration 79Q: 3 clusters Score -7394768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7394787.000000 Penalty: 5434.688477
	Iteration 80F: 3 clusters Score -7394787 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7394806.000000 Penalty: 5434.688477
	Iteration 81Q: 3 clusters Score -7394806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -7394814.500000 Penalty: 5434.688477
	Iteration 82Q: 3 clusters Score -7394814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -7394829.000000 Penalty: 5434.688477
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 16760 members 
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Mstep: Class 1 contains 40817 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41226 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41427 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 15713 members 
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Mstep: Class 1 contains 41848 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43189 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13930 members 
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Mstep: Class 2 contains 13708 members 
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Mstep: Class 1 contains 44019 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44243 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44469 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 12735 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45200 members 
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Mstep: Class 1 contains 45289 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7395638 nChanged 94
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45566 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 11709 members 
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Mstep: Class 1 contains 45735 members 
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	Iteration 140F: 3 clusters Score -7395649 nChanged 77
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Mstep: Class 1 contains 45808 members 
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Mstep: Class 1 contains 45880 members 
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Mstep: Class 1 contains 45945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46019 members 
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Mstep: Class 1 contains 46093 members 
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Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 11184 members 
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Mstep: Class 1 contains 46250 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46332 members 
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Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7395736 nChanged 107
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Mstep: Class 1 contains 47080 members 
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Mstep: Class 1 contains 47209 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7395852 nChanged 140
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48025 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48191 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7395922 nChanged 152
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Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8859 members 
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	Iteration 174Q: 3 clusters Score -7396226 nChanged 199
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	Iteration 175Q: 3 clusters Score -7396269 nChanged 187
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Mstep: Class 1 contains 50664 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 6515 members 
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Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 6351 members 
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Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 6184 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3683 members 
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	Iteration 193Q: 3 clusters Score -7397178 nChanged 148
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 3116 members 
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	Iteration 200F: 3 clusters Score -7397386 nChanged 84
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7397612 nChanged 41
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7397625 nChanged 46
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Mstep: Class 1 contains 55538 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 55612 members 
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	Iteration 219Q: 3 clusters Score -7397681 nChanged 26
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Mstep: Class 1 contains 55667 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7397683 nChanged 22
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Mstep: Class 1 contains 55689 members 
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	Iteration 223Q: 3 clusters Score -7397708 nChanged 7
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Mstep: Class 1 contains 55730 members 
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	Iteration 224Q: 3 clusters Score -7397714 nChanged 10
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	Iteration 225Q: 3 clusters Score -7397706 nChanged 13
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Mstep: Class 1 contains 55753 members 
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	Iteration 226Q: 3 clusters Score -7397716 nChanged 7
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7397714 nChanged 7
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	Iteration 228Q: 3 clusters Score -7397718 nChanged 6
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7397724 nChanged 7
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Mstep: Class 1 contains 55780 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7397725 nChanged 1
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Mstep: Class 1 contains 55781 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7397724 nChanged 3
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Mstep: Class 1 contains 55784 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7397722 nChanged 6
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Mstep: Class 1 contains 55790 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7397726 nChanged 3
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Mstep: Class 1 contains 55791 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7397731 nChanged 4
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Mstep: Class 1 contains 55795 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7397726 nChanged 5
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Mstep: Class 1 contains 55798 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7397730 nChanged 3
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7397728 nChanged 1
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7397733 nChanged 3
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	Iteration 239Q: 3 clusters Score -7397724 nChanged 4
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	Iteration 240F: 3 clusters Score -7397726 nChanged 3
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Mstep: Class 1 contains 55808 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7397732 nChanged 2
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7397735 nChanged 4
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Mstep: Class 1 contains 55814 members 
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	Iteration 243Q: 3 clusters Score -7397728 nChanged 4
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Mstep: Class 1 contains 55818 members 
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	Iteration 244Q: 3 clusters Score -7397738 nChanged 2
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	Iteration 245Q: 3 clusters Score -7397736 nChanged 5
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	Iteration 246Q: 3 clusters Score -7397738 nChanged 4
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -7397734 nChanged 3
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Mstep: Class 1 contains 55832 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7397740 nChanged 4
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	Iteration 249Q: 3 clusters Score -7397738 nChanged 3
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	Iteration 250Q: 3 clusters Score -7397740 nChanged 5
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	Iteration 251Q: 3 clusters Score -7397746 nChanged 3
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	Iteration 252Q: 3 clusters Score -7397740 nChanged 3
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	Iteration 253Q: 3 clusters Score -7397746 nChanged 2
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	Iteration 254Q: 3 clusters Score -7397744 nChanged 2
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	Iteration 255Q: 3 clusters Score -7397744 nChanged 4
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	Iteration 256Q: 3 clusters Score -7397740 nChanged 2
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	Iteration 257Q: 3 clusters Score -7397746 nChanged 1
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	Iteration 258Q: 3 clusters Score -7397745 nChanged 1
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	Iteration 259Q: 3 clusters Score -7397744 nChanged 0
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	Iteration 260F: 3 clusters Score -7397744 nChanged 0
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Mstep: Class 1 contains 221863 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 28651 members 
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Mstep: Class 6 contains 52406 members 
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Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 21948 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 57356 members 
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ConsiderDeletion 
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Iteration 39Q: 19 clusters Score -1.160506e+08 nChanged 6630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 223664 members 
Mstep: Class 2 contains 113615 members 
Mstep: Class 3 contains 28196 members 
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Mstep: Class 8 contains 74445 members 
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Mstep: Class 11 contains 59541 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 22076 members 
Mstep: Class 17 contains 12307 members 
Mstep: Class 18 contains 16169 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 56234 members 
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ConsiderDeletion 
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Iteration 40F: 19 clusters Score -1.160539e+08 nChanged 8689
Entering Unmasked Mstep 
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Mstep: Class 2 contains 113746 members 
Mstep: Class 3 contains 26753 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 51754 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 74192 members 
Mstep: Class 9 contains 222890 members 
Mstep: Class 11 contains 59384 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 22184 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 16272 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6403 members 
Mstep: Class 21 contains 54087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052152.000000 Penalty: 61322.281250
Iteration 41Q: 19 clusters Score -1.160522e+08 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230779 members 
Mstep: Class 2 contains 113886 members 
Mstep: Class 3 contains 25618 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 51470 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 73945 members 
Mstep: Class 9 contains 222303 members 
Mstep: Class 11 contains 59227 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 22274 members 
Mstep: Class 17 contains 13213 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 52441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052288.000000 Penalty: 61322.281250
Iteration 42Q: 19 clusters Score -1.160523e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 233200 members 
Mstep: Class 2 contains 113960 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 51138 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 73733 members 
Mstep: Class 9 contains 221902 members 
Mstep: Class 11 contains 59094 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 15 contains 10597 members 
Mstep: Class 16 contains 22364 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 51207 members 
Entering Unmasked Estep 
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Score: -116052648.000000 Penalty: 61322.281250
Iteration 43Q: 19 clusters Score -1.160526e+08 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 235056 members 
Mstep: Class 2 contains 114019 members 
Mstep: Class 3 contains 23890 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 50848 members 
Mstep: Class 7 contains 18783 members 
Mstep: Class 8 contains 73520 members 
Mstep: Class 9 contains 221650 members 
Mstep: Class 11 contains 58957 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 22467 members 
Mstep: Class 17 contains 14109 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 50188 members 
Entering Unmasked Estep 
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Score: -116052272.000000 Penalty: 61322.281250
Iteration 44Q: 19 clusters Score -1.160523e+08 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 236486 members 
Mstep: Class 2 contains 114042 members 
Mstep: Class 3 contains 23258 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 50580 members 
Mstep: Class 7 contains 18822 members 
Mstep: Class 8 contains 73294 members 
Mstep: Class 9 contains 221491 members 
Mstep: Class 11 contains 58803 members 
Mstep: Class 13 contains 2435 members 
Mstep: Class 15 contains 10951 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 14565 members 
Mstep: Class 18 contains 16505 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 49427 members 
Entering Unmasked Estep 
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Score: -116052464.000000 Penalty: 61322.281250
Iteration 45Q: 19 clusters Score -1.160525e+08 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 237606 members 
Mstep: Class 2 contains 114111 members 
Mstep: Class 3 contains 22735 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 50369 members 
Mstep: Class 7 contains 18859 members 
Mstep: Class 8 contains 73035 members 
Mstep: Class 9 contains 221370 members 
Mstep: Class 11 contains 58667 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 22701 members 
Mstep: Class 17 contains 14941 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 48835 members 
Entering Unmasked Estep 
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Score: -116052640.000000 Penalty: 61322.281250
Iteration 46Q: 19 clusters Score -1.160526e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 238519 members 
Mstep: Class 2 contains 114225 members 
Mstep: Class 3 contains 22306 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 72794 members 
Mstep: Class 9 contains 221253 members 
Mstep: Class 11 contains 58556 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 22800 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 16590 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 48347 members 
Entering Unmasked Estep 
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Score: -116053064.000000 Penalty: 61322.281250
Iteration 47Q: 19 clusters Score -1.160531e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 239249 members 
Mstep: Class 2 contains 114289 members 
Mstep: Class 3 contains 21938 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49941 members 
Mstep: Class 7 contains 18908 members 
Mstep: Class 8 contains 72571 members 
Mstep: Class 9 contains 221226 members 
Mstep: Class 11 contains 58447 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 15 contains 11302 members 
Mstep: Class 16 contains 22880 members 
Mstep: Class 17 contains 15577 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 47979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052984.000000 Penalty: 61322.281250
Iteration 48Q: 19 clusters Score -1.16053e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 239813 members 
Mstep: Class 2 contains 114317 members 
Mstep: Class 3 contains 21627 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49772 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 72335 members 
Mstep: Class 9 contains 221275 members 
Mstep: Class 11 contains 58350 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 22932 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 47742 members 
Entering Unmasked Estep 
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Score: -116052624.000000 Penalty: 61322.281250
Iteration 49Q: 19 clusters Score -1.160526e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 240242 members 
Mstep: Class 2 contains 114344 members 
Mstep: Class 3 contains 21381 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49670 members 
Mstep: Class 7 contains 18937 members 
Mstep: Class 8 contains 72094 members 
Mstep: Class 9 contains 221295 members 
Mstep: Class 11 contains 58244 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 16 contains 22988 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6129 members 
Mstep: Class 21 contains 47551 members 
Entering Unmasked Estep 
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Score: -116052552.000000 Penalty: 61322.281250
Iteration 50Q: 19 clusters Score -1.160526e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 240564 members 
Mstep: Class 2 contains 114339 members 
Mstep: Class 3 contains 21165 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 18933 members 
Mstep: Class 8 contains 71859 members 
Mstep: Class 9 contains 221344 members 
Mstep: Class 11 contains 58176 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 23028 members 
Mstep: Class 17 contains 16422 members 
Mstep: Class 18 contains 16771 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6107 members 
Mstep: Class 21 contains 47393 members 
Entering Unmasked Estep 
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Score: -116052592.000000 Penalty: 61322.281250
Iteration 51Q: 19 clusters Score -1.160526e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 240829 members 
Mstep: Class 2 contains 114357 members 
Mstep: Class 3 contains 20982 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49571 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 71612 members 
Mstep: Class 9 contains 221392 members 
Mstep: Class 11 contains 58099 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 15 contains 11459 members 
Mstep: Class 16 contains 23071 members 
Mstep: Class 17 contains 16677 members 
Mstep: Class 18 contains 16816 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 47254 members 
Entering Unmasked Estep 
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Score: -116052528.000000 Penalty: 61322.281250
Iteration 52Q: 19 clusters Score -1.160525e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241048 members 
Mstep: Class 2 contains 114377 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49520 members 
Mstep: Class 7 contains 18955 members 
Mstep: Class 8 contains 71352 members 
Mstep: Class 9 contains 221468 members 
Mstep: Class 11 contains 58048 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 15 contains 11458 members 
Mstep: Class 16 contains 23114 members 
Mstep: Class 17 contains 16927 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6065 members 
Mstep: Class 21 contains 47146 members 
Entering Unmasked Estep 
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Score: -116052464.000000 Penalty: 61322.281250
Iteration 53Q: 19 clusters Score -1.160525e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241193 members 
Mstep: Class 2 contains 114369 members 
Mstep: Class 3 contains 20699 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49489 members 
Mstep: Class 7 contains 18983 members 
Mstep: Class 8 contains 71038 members 
Mstep: Class 9 contains 221621 members 
Mstep: Class 11 contains 58001 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 17145 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 47089 members 
Entering Unmasked Estep 
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Score: -116052640.000000 Penalty: 61322.281250
Iteration 54Q: 19 clusters Score -1.160526e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241301 members 
Mstep: Class 2 contains 114383 members 
Mstep: Class 3 contains 20626 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49434 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 70714 members 
Mstep: Class 9 contains 221798 members 
Mstep: Class 11 contains 57941 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 15 contains 11486 members 
Mstep: Class 16 contains 23178 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 16915 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6019 members 
Mstep: Class 21 contains 47020 members 
Entering Unmasked Estep 
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Score: -116052472.000000 Penalty: 61322.281250
Iteration 55Q: 19 clusters Score -1.160525e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241364 members 
Mstep: Class 2 contains 114404 members 
Mstep: Class 3 contains 20578 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49405 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 70379 members 
Mstep: Class 9 contains 222000 members 
Mstep: Class 11 contains 57881 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 17528 members 
Mstep: Class 18 contains 16951 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 46961 members 
Entering Unmasked Estep 
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Score: -116052416.000000 Penalty: 61322.281250
Iteration 56Q: 19 clusters Score -1.160524e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241399 members 
Mstep: Class 2 contains 114418 members 
Mstep: Class 3 contains 20544 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49388 members 
Mstep: Class 7 contains 19027 members 
Mstep: Class 8 contains 70033 members 
Mstep: Class 9 contains 222248 members 
Mstep: Class 11 contains 57832 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 15 contains 11472 members 
Mstep: Class 16 contains 23240 members 
Mstep: Class 17 contains 17698 members 
Mstep: Class 18 contains 16978 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 5980 members 
Mstep: Class 21 contains 46912 members 
Entering Unmasked Estep 
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Score: -116052592.000000 Penalty: 61322.281250
Iteration 57Q: 19 clusters Score -1.160526e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241446 members 
Mstep: Class 2 contains 114438 members 
Mstep: Class 3 contains 20502 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49360 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 69703 members 
Mstep: Class 9 contains 222485 members 
Mstep: Class 11 contains 57788 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 15 contains 11464 members 
Mstep: Class 16 contains 23266 members 
Mstep: Class 17 contains 17853 members 
Mstep: Class 18 contains 16992 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 46874 members 
Entering Unmasked Estep 
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Score: -116052624.000000 Penalty: 61322.281250
Iteration 58Q: 19 clusters Score -1.160526e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241475 members 
Mstep: Class 2 contains 114444 members 
Mstep: Class 3 contains 20467 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 69403 members 
Mstep: Class 9 contains 222690 members 
Mstep: Class 11 contains 57758 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 15 contains 11454 members 
Mstep: Class 16 contains 23301 members 
Mstep: Class 17 contains 18017 members 
Mstep: Class 18 contains 17002 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 5934 members 
Mstep: Class 21 contains 46833 members 
Entering Unmasked Estep 
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Score: -116052608.000000 Penalty: 61322.281250
Iteration 59Q: 19 clusters Score -1.160526e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241496 members 
Mstep: Class 2 contains 114460 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49314 members 
Mstep: Class 7 contains 19059 members 
Mstep: Class 8 contains 69122 members 
Mstep: Class 9 contains 222861 members 
Mstep: Class 11 contains 57733 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 15 contains 11438 members 
Mstep: Class 16 contains 23331 members 
Mstep: Class 17 contains 18167 members 
Mstep: Class 18 contains 17019 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 46819 members 
Entering Unmasked Estep 
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Score: -116052600.000000 Penalty: 61322.281250
Iteration 60F: 19 clusters Score -1.160526e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241520 members 
Mstep: Class 2 contains 114466 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49292 members 
Mstep: Class 7 contains 19062 members 
Mstep: Class 8 contains 68852 members 
Mstep: Class 9 contains 223080 members 
Mstep: Class 11 contains 57701 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 15 contains 11413 members 
Mstep: Class 16 contains 23364 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 17039 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 46807 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.160525e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241540 members 
Mstep: Class 2 contains 114505 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49281 members 
Mstep: Class 7 contains 19066 members 
Mstep: Class 8 contains 68559 members 
Mstep: Class 9 contains 223265 members 
Mstep: Class 11 contains 57676 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 15 contains 11386 members 
Mstep: Class 16 contains 23388 members 
Mstep: Class 17 contains 18392 members 
Mstep: Class 18 contains 17074 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 46800 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -1.160527e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241552 members 
Mstep: Class 2 contains 114551 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49285 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 68274 members 
Mstep: Class 9 contains 223457 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 15 contains 11356 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 18481 members 
Mstep: Class 18 contains 17095 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 46788 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -1.16053e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241551 members 
Mstep: Class 2 contains 114585 members 
Mstep: Class 3 contains 20312 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49280 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 67975 members 
Mstep: Class 9 contains 223672 members 
Mstep: Class 11 contains 57637 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 16 contains 23435 members 
Mstep: Class 17 contains 18580 members 
Mstep: Class 18 contains 17116 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 46772 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -1.16053e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241550 members 
Mstep: Class 2 contains 114612 members 
Mstep: Class 3 contains 20279 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 67680 members 
Mstep: Class 9 contains 223908 members 
Mstep: Class 11 contains 57611 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 15 contains 11300 members 
Mstep: Class 16 contains 23460 members 
Mstep: Class 17 contains 18679 members 
Mstep: Class 18 contains 17147 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 5842 members 
Mstep: Class 21 contains 46740 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -1.160531e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241545 members 
Mstep: Class 2 contains 114640 members 
Mstep: Class 3 contains 20247 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49292 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 67386 members 
Mstep: Class 9 contains 224154 members 
Mstep: Class 11 contains 57579 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 15 contains 11270 members 
Mstep: Class 16 contains 23481 members 
Mstep: Class 17 contains 18785 members 
Mstep: Class 18 contains 17173 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 46713 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -1.16053e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241550 members 
Mstep: Class 2 contains 114668 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49297 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 67091 members 
Mstep: Class 9 contains 224399 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 15 contains 11241 members 
Mstep: Class 16 contains 23489 members 
Mstep: Class 17 contains 18869 members 
Mstep: Class 18 contains 17200 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 46704 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -1.160531e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241557 members 
Mstep: Class 2 contains 114704 members 
Mstep: Class 3 contains 20205 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 49314 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 66742 members 
Mstep: Class 9 contains 224663 members 
Mstep: Class 11 contains 57526 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 15 contains 11209 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 18967 members 
Mstep: Class 18 contains 17224 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5805 members 
Mstep: Class 21 contains 46688 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -1.160529e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241562 members 
Mstep: Class 2 contains 114741 members 
Mstep: Class 3 contains 20186 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49317 members 
Mstep: Class 7 contains 19068 members 
Mstep: Class 8 contains 66393 members 
Mstep: Class 9 contains 224915 members 
Mstep: Class 11 contains 57508 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 23520 members 
Mstep: Class 17 contains 19072 members 
Mstep: Class 18 contains 17245 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5795 members 
Mstep: Class 21 contains 46675 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -1.160531e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241584 members 
Mstep: Class 2 contains 114797 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49329 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 66060 members 
Mstep: Class 9 contains 225125 members 
Mstep: Class 11 contains 57486 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 23527 members 
Mstep: Class 17 contains 19175 members 
Mstep: Class 18 contains 17263 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 46664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053008.000000 Penalty: 61322.281250
Iteration 70Q: 19 clusters Score -1.16053e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241571 members 
Mstep: Class 2 contains 114841 members 
Mstep: Class 3 contains 20153 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49350 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 65730 members 
Mstep: Class 9 contains 225309 members 
Mstep: Class 11 contains 57468 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 23550 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 17284 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 46659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053112.000000 Penalty: 61322.281250
Iteration 71Q: 19 clusters Score -1.160531e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241559 members 
Mstep: Class 2 contains 114895 members 
Mstep: Class 3 contains 20141 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49363 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 65419 members 
Mstep: Class 9 contains 225493 members 
Mstep: Class 11 contains 57449 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 15 contains 11079 members 
Mstep: Class 16 contains 23547 members 
Mstep: Class 17 contains 19410 members 
Mstep: Class 18 contains 17305 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 21 contains 46650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053208.000000 Penalty: 61322.281250
Iteration 72Q: 19 clusters Score -1.160532e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241535 members 
Mstep: Class 2 contains 114940 members 
Mstep: Class 3 contains 20125 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49386 members 
Mstep: Class 7 contains 19101 members 
Mstep: Class 8 contains 65121 members 
Mstep: Class 9 contains 225688 members 
Mstep: Class 11 contains 57436 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 19522 members 
Mstep: Class 18 contains 17326 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5775 members 
Mstep: Class 21 contains 46629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053216.000000 Penalty: 61322.281250
Iteration 73Q: 19 clusters Score -1.160532e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241529 members 
Mstep: Class 2 contains 114995 members 
Mstep: Class 3 contains 20114 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49404 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 64790 members 
Mstep: Class 9 contains 225903 members 
Mstep: Class 11 contains 57417 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 16 contains 23556 members 
Mstep: Class 17 contains 19614 members 
Mstep: Class 18 contains 17356 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 46600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053216.000000 Penalty: 61322.281250
Iteration 74Q: 19 clusters Score -1.160532e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241521 members 
Mstep: Class 2 contains 115030 members 
Mstep: Class 3 contains 20111 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49427 members 
Mstep: Class 7 contains 19116 members 
Mstep: Class 8 contains 64481 members 
Mstep: Class 9 contains 226128 members 
Mstep: Class 11 contains 57392 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 23567 members 
Mstep: Class 17 contains 19700 members 
Mstep: Class 18 contains 17378 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5773 members 
Mstep: Class 21 contains 46565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053272.000000 Penalty: 61322.281250
Iteration 75Q: 19 clusters Score -1.160533e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241516 members 
Mstep: Class 2 contains 115064 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 64143 members 
Mstep: Class 9 contains 226366 members 
Mstep: Class 11 contains 57378 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 15 contains 10966 members 
Mstep: Class 16 contains 23581 members 
Mstep: Class 17 contains 19766 members 
Mstep: Class 18 contains 17406 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 46549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053152.000000 Penalty: 61322.281250
Iteration 76Q: 19 clusters Score -1.160532e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241517 members 
Mstep: Class 2 contains 115111 members 
Mstep: Class 3 contains 20102 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49476 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 63825 members 
Mstep: Class 9 contains 226578 members 
Mstep: Class 11 contains 57360 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 15 contains 10942 members 
Mstep: Class 16 contains 23590 members 
Mstep: Class 17 contains 19829 members 
Mstep: Class 18 contains 17429 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5768 members 
Mstep: Class 21 contains 46535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053176.000000 Penalty: 61322.281250
Iteration 77Q: 19 clusters Score -1.160532e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241503 members 
Mstep: Class 2 contains 115148 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49515 members 
Mstep: Class 7 contains 19128 members 
Mstep: Class 8 contains 63529 members 
Mstep: Class 9 contains 226759 members 
Mstep: Class 11 contains 57345 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 15 contains 10910 members 
Mstep: Class 16 contains 23595 members 
Mstep: Class 17 contains 19915 members 
Mstep: Class 18 contains 17443 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5765 members 
Mstep: Class 21 contains 46529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053168.000000 Penalty: 61322.281250
Iteration 78Q: 19 clusters Score -1.160532e+08 nChanged 664
Entering ConstructFrom: 
Score: -116053168.000000 Penalty: 61322.281250
Entering ConstructFrom: 
Trying to split cluster 1 (241487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241487 members 
Entering Unmasked Estep 
Score: -30867784.000000 Penalty: 3073.853760
	Iteration 0F: 2 clusters Score -3.086778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -30770002.000000 Penalty: 6147.707520
	Iteration 0F: 3 clusters Score -3.077e+07 nChanged 116790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -30838252.000000 Penalty: 6147.707520
	Iteration 1F: 3 clusters Score -3.083825e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123732 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -30839048.000000 Penalty: 6147.707520
	Iteration 2Q: 3 clusters Score -3.083905e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -30840066.000000 Penalty: 6147.707520
	Iteration 3Q: 3 clusters Score -3.084007e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129977 members 
Mstep: Class 2 contains 111510 members 
Entering Unmasked Estep 
Score: -30841170.000000 Penalty: 6147.707520
	Iteration 4Q: 3 clusters Score -3.084117e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135876 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -30843056.000000 Penalty: 6147.707520
	Iteration 5Q: 3 clusters Score -3.084306e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -30845928.000000 Penalty: 6147.707520
	Iteration 6Q: 3 clusters Score -3.084593e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -30850446.000000 Penalty: 6147.707520
	Iteration 7F: 3 clusters Score -3.085045e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -30856196.000000 Penalty: 6147.707520
	Iteration 8F: 3 clusters Score -3.08562e+07 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187748 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -30859620.000000 Penalty: 6147.707520
	Iteration 9F: 3 clusters Score -3.085962e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199702 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -30861178.000000 Penalty: 6147.707520
	Iteration 10F: 3 clusters Score -3.086118e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -30862236.000000 Penalty: 6147.707520
	Iteration 11Q: 3 clusters Score -3.086224e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211949 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -30863088.000000 Penalty: 6147.707520
	Iteration 12Q: 3 clusters Score -3.086309e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214697 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -30863578.000000 Penalty: 6147.707520
	Iteration 13Q: 3 clusters Score -3.086358e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216432 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -30864136.000000 Penalty: 6147.707520
	Iteration 14Q: 3 clusters Score -3.086414e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217535 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -30864476.000000 Penalty: 6147.707520
	Iteration 15Q: 3 clusters Score -3.086448e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218282 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -30864728.000000 Penalty: 6147.707520
	Iteration 16Q: 3 clusters Score -3.086473e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218706 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -30864806.000000 Penalty: 6147.707520
	Iteration 17Q: 3 clusters Score -3.086481e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218990 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -30864730.000000 Penalty: 6147.707520
	Iteration 18Q: 3 clusters Score -3.086473e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -30864698.000000 Penalty: 6147.707520
	Iteration 19Q: 3 clusters Score -3.08647e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219355 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -30864622.000000 Penalty: 6147.707520
	Iteration 20F: 3 clusters Score -3.086462e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219463 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -30864658.000000 Penalty: 6147.707520
	Iteration 21Q: 3 clusters Score -3.086466e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219540 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -30864760.000000 Penalty: 6147.707520
	Iteration 22Q: 3 clusters Score -3.086476e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219601 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -30864816.000000 Penalty: 6147.707520
	Iteration 23Q: 3 clusters Score -3.086482e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219632 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -30864860.000000 Penalty: 6147.707520
	Iteration 24Q: 3 clusters Score -3.086486e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219644 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -30864872.000000 Penalty: 6147.707520
	Iteration 25Q: 3 clusters Score -3.086487e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219639 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -30864822.000000 Penalty: 6147.707520
	Iteration 26Q: 3 clusters Score -3.086482e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219598 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -30864880.000000 Penalty: 6147.707520
	Iteration 27Q: 3 clusters Score -3.086488e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219537 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -30864912.000000 Penalty: 6147.707520
	Iteration 28Q: 3 clusters Score -3.086491e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219439 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -30865012.000000 Penalty: 6147.707520
	Iteration 29Q: 3 clusters Score -3.086501e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219345 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -30865062.000000 Penalty: 6147.707520
	Iteration 30Q: 3 clusters Score -3.086506e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -30865136.000000 Penalty: 6147.707520
	Iteration 31Q: 3 clusters Score -3.086514e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219076 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -30865268.000000 Penalty: 6147.707520
	Iteration 32Q: 3 clusters Score -3.086527e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218925 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -30865338.000000 Penalty: 6147.707520
	Iteration 33Q: 3 clusters Score -3.086534e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218806 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -30865400.000000 Penalty: 6147.707520
	Iteration 34Q: 3 clusters Score -3.08654e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218686 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -30865440.000000 Penalty: 6147.707520
	Iteration 35Q: 3 clusters Score -3.086544e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218543 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -30865510.000000 Penalty: 6147.707520
	Iteration 36Q: 3 clusters Score -3.086551e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218356 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -30865552.000000 Penalty: 6147.707520
	Iteration 37Q: 3 clusters Score -3.086555e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218144 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -30865670.000000 Penalty: 6147.707520
	Iteration 38Q: 3 clusters Score -3.086567e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217893 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -30865734.000000 Penalty: 6147.707520
	Iteration 39Q: 3 clusters Score -3.086573e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217599 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -30865678.000000 Penalty: 6147.707520
	Iteration 40F: 3 clusters Score -3.086568e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217293 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -30865808.000000 Penalty: 6147.707520
	Iteration 41Q: 3 clusters Score -3.086581e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216969 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -30865890.000000 Penalty: 6147.707520
	Iteration 42Q: 3 clusters Score -3.086589e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216651 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -30865952.000000 Penalty: 6147.707520
	Iteration 43Q: 3 clusters Score -3.086595e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216310 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -30866120.000000 Penalty: 6147.707520
	Iteration 44Q: 3 clusters Score -3.086612e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215932 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -30866222.000000 Penalty: 6147.707520
	Iteration 45Q: 3 clusters Score -3.086622e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215524 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -30866346.000000 Penalty: 6147.707520
	Iteration 46Q: 3 clusters Score -3.086635e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215064 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -30866578.000000 Penalty: 6147.707520
	Iteration 47Q: 3 clusters Score -3.086658e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214562 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -30866760.000000 Penalty: 6147.707520
	Iteration 48Q: 3 clusters Score -3.086676e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213963 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -30866976.000000 Penalty: 6147.707520
	Iteration 49Q: 3 clusters Score -3.086698e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213289 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -30867172.000000 Penalty: 6147.707520
	Iteration 50Q: 3 clusters Score -3.086717e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212535 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -30867458.000000 Penalty: 6147.707520
	Iteration 51Q: 3 clusters Score -3.086746e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211691 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -30867714.000000 Penalty: 6147.707520
	Iteration 52Q: 3 clusters Score -3.086771e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210789 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -30867922.000000 Penalty: 6147.707520
	Iteration 53Q: 3 clusters Score -3.086792e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209771 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -30868382.000000 Penalty: 6147.707520
	Iteration 54Q: 3 clusters Score -3.086838e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208639 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -30868702.000000 Penalty: 6147.707520
	Iteration 55Q: 3 clusters Score -3.08687e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207391 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -30869334.000000 Penalty: 6147.707520
	Iteration 56Q: 3 clusters Score -3.086933e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -30869982.000000 Penalty: 6147.707520
	Iteration 57Q: 3 clusters Score -3.086998e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204435 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -30870596.000000 Penalty: 6147.707520
	Iteration 58Q: 3 clusters Score -3.08706e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202660 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -30871406.000000 Penalty: 6147.707520
	Iteration 59Q: 3 clusters Score -3.087141e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200713 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -30871952.000000 Penalty: 6147.707520
	Iteration 60F: 3 clusters Score -3.087195e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198537 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -30872828.000000 Penalty: 6147.707520
	Iteration 61Q: 3 clusters Score -3.087283e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196274 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -30873856.000000 Penalty: 6147.707520
	Iteration 62Q: 3 clusters Score -3.087386e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -30874872.000000 Penalty: 6147.707520
	Iteration 63Q: 3 clusters Score -3.087487e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191119 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -30875896.000000 Penalty: 6147.707520
	Iteration 64Q: 3 clusters Score -3.08759e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188232 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -30876988.000000 Penalty: 6147.707520
	Iteration 65Q: 3 clusters Score -3.087699e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185226 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -30878368.000000 Penalty: 6147.707520
	Iteration 66Q: 3 clusters Score -3.087837e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182137 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -30879946.000000 Penalty: 6147.707520
	Iteration 67Q: 3 clusters Score -3.087995e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -30881154.000000 Penalty: 6147.707520
	Iteration 68Q: 3 clusters Score -3.088115e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -30882204.000000 Penalty: 6147.707520
	Iteration 69Q: 3 clusters Score -3.08822e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172622 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -30882776.000000 Penalty: 6147.707520
	Iteration 70Q: 3 clusters Score -3.088278e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -30883398.000000 Penalty: 6147.707520
	Iteration 71Q: 3 clusters Score -3.08834e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -30884198.000000 Penalty: 6147.707520
	Iteration 72Q: 3 clusters Score -3.08842e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -30884968.000000 Penalty: 6147.707520
	Iteration 73Q: 3 clusters Score -3.088497e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -30885498.000000 Penalty: 6147.707520
	Iteration 74Q: 3 clusters Score -3.08855e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -30885850.000000 Penalty: 6147.707520
	Iteration 75Q: 3 clusters Score -3.088585e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -30886336.000000 Penalty: 6147.707520
	Iteration 76Q: 3 clusters Score -3.088634e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149931 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -30886936.000000 Penalty: 6147.707520
	Iteration 77Q: 3 clusters Score -3.088694e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -30887066.000000 Penalty: 6147.707520
	Iteration 78Q: 3 clusters Score -3.088707e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -30887410.000000 Penalty: 6147.707520
	Iteration 79Q: 3 clusters Score -3.088741e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -30887754.000000 Penalty: 6147.707520
	Iteration 80F: 3 clusters Score -3.088775e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -30887960.000000 Penalty: 6147.707520
	Iteration 81Q: 3 clusters Score -3.088796e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -30888166.000000 Penalty: 6147.707520
	Iteration 82Q: 3 clusters Score -3.088817e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -30888538.000000 Penalty: 6147.707520
	Iteration 83Q: 3 clusters Score -3.088854e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125794 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -30888804.000000 Penalty: 6147.707520
	Iteration 84Q: 3 clusters Score -3.08888e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 119908 members 
Entering Unmasked Estep 
Score: -30889104.000000 Penalty: 6147.707520
	Iteration 85Q: 3 clusters Score -3.08891e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -30889298.000000 Penalty: 6147.707520
	Iteration 86Q: 3 clusters Score -3.08893e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 128896 members 
Entering Unmasked Estep 
Score: -30889680.000000 Penalty: 6147.707520
	Iteration 87Q: 3 clusters Score -3.088968e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -30890322.000000 Penalty: 6147.707520
	Iteration 88Q: 3 clusters Score -3.089032e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 141269 members 
Entering Unmasked Estep 
Score: -30890732.000000 Penalty: 6147.707520
	Iteration 89Q: 3 clusters Score -3.089073e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -30890944.000000 Penalty: 6147.707520
	Iteration 90Q: 3 clusters Score -3.089094e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -30891204.000000 Penalty: 6147.707520
	Iteration 91Q: 3 clusters Score -3.08912e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -30891034.000000 Penalty: 6147.707520
	Iteration 92Q: 3 clusters Score -3.089103e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 183746 members 
Entering Unmasked Estep 
Score: -30890190.000000 Penalty: 6147.707520
	Iteration 93F: 3 clusters Score -3.089019e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 198235 members 
Entering Unmasked Estep 
Score: -30886964.000000 Penalty: 6147.707520
	Iteration 94F: 3 clusters Score -3.088696e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 209549 members 
Entering Unmasked Estep 
Score: -30883106.000000 Penalty: 6147.707520
	Iteration 95Q: 3 clusters Score -3.088311e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 216717 members 
Entering Unmasked Estep 
Score: -30879708.000000 Penalty: 6147.707520
	Iteration 96Q: 3 clusters Score -3.087971e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 221134 members 
Entering Unmasked Estep 
Score: -30877316.000000 Penalty: 6147.707520
	Iteration 97Q: 3 clusters Score -3.087732e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -30875640.000000 Penalty: 6147.707520
	Iteration 98Q: 3 clusters Score -3.087564e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -30874422.000000 Penalty: 6147.707520
	Iteration 99Q: 3 clusters Score -3.087442e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 227860 members 
Entering Unmasked Estep 
Score: -30873746.000000 Penalty: 6147.707520
	Iteration 100F: 3 clusters Score -3.087375e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 229064 members 
Entering Unmasked Estep 
Score: -30873400.000000 Penalty: 6147.707520
	Iteration 101Q: 3 clusters Score -3.08734e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 230051 members 
Entering Unmasked Estep 
Score: -30873088.000000 Penalty: 6147.707520
	Iteration 102Q: 3 clusters Score -3.087309e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 230885 members 
Entering Unmasked Estep 
Score: -30872716.000000 Penalty: 6147.707520
	Iteration 103Q: 3 clusters Score -3.087272e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 231557 members 
Entering Unmasked Estep 
Score: -30872516.000000 Penalty: 6147.707520
	Iteration 104Q: 3 clusters Score -3.087252e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 232109 members 
Entering Unmasked Estep 
Score: -30872318.000000 Penalty: 6147.707520
	Iteration 105Q: 3 clusters Score -3.087232e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -30872020.000000 Penalty: 6147.707520
	Iteration 106Q: 3 clusters Score -3.087202e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 232964 members 
Entering Unmasked Estep 
Score: -30871880.000000 Penalty: 6147.707520
	Iteration 107Q: 3 clusters Score -3.087188e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 233309 members 
Entering Unmasked Estep 
Score: -30871710.000000 Penalty: 6147.707520
	Iteration 108Q: 3 clusters Score -3.087171e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 233623 members 
Entering Unmasked Estep 
Score: -30871610.000000 Penalty: 6147.707520
	Iteration 109Q: 3 clusters Score -3.087161e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 233916 members 
Entering Unmasked Estep 
Score: -30871430.000000 Penalty: 6147.707520
	Iteration 110Q: 3 clusters Score -3.087143e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 234181 members 
Entering Unmasked Estep 
Score: -30871362.000000 Penalty: 6147.707520
	Iteration 111Q: 3 clusters Score -3.087136e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 234395 members 
Entering Unmasked Estep 
Score: -30871186.000000 Penalty: 6147.707520
	Iteration 112Q: 3 clusters Score -3.087119e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 234580 members 
Entering Unmasked Estep 
Score: -30871038.000000 Penalty: 6147.707520
	Iteration 113Q: 3 clusters Score -3.087104e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 234739 members 
Entering Unmasked Estep 
Score: -30870980.000000 Penalty: 6147.707520
	Iteration 114Q: 3 clusters Score -3.087098e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 234878 members 
Entering Unmasked Estep 
Score: -30870982.000000 Penalty: 6147.707520
	Iteration 115Q: 3 clusters Score -3.087098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 235005 members 
Entering Unmasked Estep 
Score: -30870908.000000 Penalty: 6147.707520
	Iteration 116Q: 3 clusters Score -3.087091e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 235128 members 
Entering Unmasked Estep 
Score: -30870850.000000 Penalty: 6147.707520
	Iteration 117Q: 3 clusters Score -3.087085e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 235238 members 
Entering Unmasked Estep 
Score: -30870808.000000 Penalty: 6147.707520
	Iteration 118Q: 3 clusters Score -3.087081e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 235329 members 
Entering Unmasked Estep 
Score: -30870802.000000 Penalty: 6147.707520
	Iteration 119Q: 3 clusters Score -3.08708e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 235405 members 
Entering Unmasked Estep 
Score: -30870784.000000 Penalty: 6147.707520
	Iteration 120F: 3 clusters Score -3.087078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 235475 members 
Entering Unmasked Estep 
Score: -30870792.000000 Penalty: 6147.707520
	Iteration 121Q: 3 clusters Score -3.087079e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 235541 members 
Entering Unmasked Estep 
Score: -30870762.000000 Penalty: 6147.707520
	Iteration 122Q: 3 clusters Score -3.087076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 235584 members 
Entering Unmasked Estep 
Score: -30870772.000000 Penalty: 6147.707520
	Iteration 123Q: 3 clusters Score -3.087077e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 235630 members 
Entering Unmasked Estep 
Score: -30870772.000000 Penalty: 6147.707520
	Iteration 124Q: 3 clusters Score -3.087077e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 235671 members 
Entering Unmasked Estep 
Score: -30870716.000000 Penalty: 6147.707520
	Iteration 125Q: 3 clusters Score -3.087072e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 235718 members 
Entering Unmasked Estep 
Score: -30870742.000000 Penalty: 6147.707520
	Iteration 126Q: 3 clusters Score -3.087074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 235756 members 
Entering Unmasked Estep 
Score: -30870704.000000 Penalty: 6147.707520
	Iteration 127Q: 3 clusters Score -3.08707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 235798 members 
Entering Unmasked Estep 
Score: -30870660.000000 Penalty: 6147.707520
	Iteration 128Q: 3 clusters Score -3.087066e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 235830 members 
Entering Unmasked Estep 
Score: -30870660.000000 Penalty: 6147.707520
	Iteration 129Q: 3 clusters Score -3.087066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 235864 members 
Entering Unmasked Estep 
Score: -30870638.000000 Penalty: 6147.707520
	Iteration 130Q: 3 clusters Score -3.087064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 235903 members 
Entering Unmasked Estep 
Score: -30870624.000000 Penalty: 6147.707520
	Iteration 131Q: 3 clusters Score -3.087062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 235947 members 
Entering Unmasked Estep 
Score: -30870576.000000 Penalty: 6147.707520
	Iteration 132Q: 3 clusters Score -3.087058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 235977 members 
Entering Unmasked Estep 
Score: -30870540.000000 Penalty: 6147.707520
	Iteration 133Q: 3 clusters Score -3.087054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 236005 members 
Entering Unmasked Estep 
Score: -30870516.000000 Penalty: 6147.707520
	Iteration 134Q: 3 clusters Score -3.087052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 236021 members 
Entering Unmasked Estep 
Score: -30870534.000000 Penalty: 6147.707520
	Iteration 135Q: 3 clusters Score -3.087053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 236034 members 
Entering Unmasked Estep 
Score: -30870508.000000 Penalty: 6147.707520
	Iteration 136Q: 3 clusters Score -3.087051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 236042 members 
Entering Unmasked Estep 
Score: -30870508.000000 Penalty: 6147.707520
	Iteration 137Q: 3 clusters Score -3.087051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 236048 members 
Entering Unmasked Estep 
Score: -30870522.000000 Penalty: 6147.707520
	Iteration 138Q: 3 clusters Score -3.087052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 236053 members 
Entering Unmasked Estep 
Score: -30870522.000000 Penalty: 6147.707520
	Iteration 139Q: 3 clusters Score -3.087052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 236058 members 
Entering Unmasked Estep 
Score: -30870532.000000 Penalty: 6147.707520
	Iteration 140F: 3 clusters Score -3.087053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 236060 members 
Entering Unmasked Estep 
Score: -30870530.000000 Penalty: 6147.707520
	Iteration 141Q: 3 clusters Score -3.087053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 236060 members 
Entering Unmasked Estep 
Score: -30870530.000000 Penalty: 6147.707520
	Iteration 142F: 3 clusters Score -3.087053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 10 contains 236060 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 23599 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Entering Unmasked Estep 
Score: -116055688.000000 Penalty: 64729.074219
Splitting cluster 1 changes total score from -116053168.000000 to -116055688.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (115196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Entering Unmasked Estep 
Score: -14798566.000000 Penalty: 2890.288818
	Iteration 0F: 2 clusters Score -1.479857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -14721613.000000 Penalty: 5780.577637
	Iteration 0F: 3 clusters Score -1.472161e+07 nChanged 54818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -14752996.000000 Penalty: 5780.577637
	Iteration 1F: 3 clusters Score -1.4753e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -14754100.000000 Penalty: 5780.577637
	Iteration 2Q: 3 clusters Score -1.47541e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -14755562.000000 Penalty: 5780.577637
	Iteration 3Q: 3 clusters Score -1.475556e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -14758038.000000 Penalty: 5780.577637
	Iteration 4Q: 3 clusters Score -1.475804e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -14762710.000000 Penalty: 5780.577637
	Iteration 5F: 3 clusters Score -1.476271e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -14770879.000000 Penalty: 5780.577637
	Iteration 6F: 3 clusters Score -1.477088e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -14781258.000000 Penalty: 5780.577637
	Iteration 7F: 3 clusters Score -1.478126e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -14790007.000000 Penalty: 5780.577637
	Iteration 8F: 3 clusters Score -1.479001e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -14794238.000000 Penalty: 5780.577637
	Iteration 9Q: 3 clusters Score -1.479424e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -14795446.000000 Penalty: 5780.577637
	Iteration 10Q: 3 clusters Score -1.479545e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -14795747.000000 Penalty: 5780.577637
	Iteration 11Q: 3 clusters Score -1.479575e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -14795899.000000 Penalty: 5780.577637
	Iteration 12Q: 3 clusters Score -1.47959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -14795935.000000 Penalty: 5780.577637
	Iteration 13Q: 3 clusters Score -1.479594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -14795971.000000 Penalty: 5780.577637
	Iteration 14Q: 3 clusters Score -1.479597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -14795987.000000 Penalty: 5780.577637
	Iteration 15Q: 3 clusters Score -1.479599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -14795990.000000 Penalty: 5780.577637
	Iteration 16Q: 3 clusters Score -1.479599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -14795993.000000 Penalty: 5780.577637
	Iteration 17Q: 3 clusters Score -1.479599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -14795995.000000 Penalty: 5780.577637
	Iteration 18Q: 3 clusters Score -1.4796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -14796005.000000 Penalty: 5780.577637
	Iteration 19Q: 3 clusters Score -1.4796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -14796007.000000 Penalty: 5780.577637
	Iteration 20F: 3 clusters Score -1.479601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -14796014.000000 Penalty: 5780.577637
	Iteration 21Q: 3 clusters Score -1.479601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -14796010.000000 Penalty: 5780.577637
	Iteration 22Q: 3 clusters Score -1.479601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -14796010.000000 Penalty: 5780.577637
	Iteration 23F: 3 clusters Score -1.479601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Entering Unmasked Estep 
Score: -2445531.500000 Penalty: 2457.264893
	Iteration 0F: 2 clusters Score -2445532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2431388.500000 Penalty: 4914.529785
	Iteration 0F: 3 clusters Score -2431388 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2436086.250000 Penalty: 4914.529785
	Iteration 1F: 3 clusters Score -2436086 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2436532.000000 Penalty: 4914.529785
	Iteration 2F: 3 clusters Score -2436532 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2436911.750000 Penalty: 4914.529785
	Iteration 3Q: 3 clusters Score -2436912 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2437217.250000 Penalty: 4914.529785
	Iteration 4Q: 3 clusters Score -2437217 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2437450.500000 Penalty: 4914.529785
	Iteration 5Q: 3 clusters Score -2437450 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2437673.750000 Penalty: 4914.529785
	Iteration 6Q: 3 clusters Score -2437674 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2437886.000000 Penalty: 4914.529785
	Iteration 7Q: 3 clusters Score -2437886 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2438080.250000 Penalty: 4914.529785
	Iteration 8Q: 3 clusters Score -2438080 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2438267.250000 Penalty: 4914.529785
	Iteration 9Q: 3 clusters Score -2438267 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2438454.500000 Penalty: 4914.529785
	Iteration 10Q: 3 clusters Score -2438454 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2438616.500000 Penalty: 4914.529785
	Iteration 11Q: 3 clusters Score -2438616 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2438784.250000 Penalty: 4914.529785
	Iteration 12Q: 3 clusters Score -2438784 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2438942.250000 Penalty: 4914.529785
	Iteration 13Q: 3 clusters Score -2438942 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2439148.500000 Penalty: 4914.529785
	Iteration 14Q: 3 clusters Score -2439148 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2439357.250000 Penalty: 4914.529785
	Iteration 15Q: 3 clusters Score -2439357 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2439564.250000 Penalty: 4914.529785
	Iteration 16Q: 3 clusters Score -2439564 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2439791.250000 Penalty: 4914.529785
	Iteration 17Q: 3 clusters Score -2439791 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2440036.250000 Penalty: 4914.529785
	Iteration 18Q: 3 clusters Score -2440036 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2440270.250000 Penalty: 4914.529785
	Iteration 19Q: 3 clusters Score -2440270 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2440553.250000 Penalty: 4914.529785
	Iteration 20F: 3 clusters Score -2440553 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2440857.750000 Penalty: 4914.529785
	Iteration 21Q: 3 clusters Score -2440858 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2441123.000000 Penalty: 4914.529785
	Iteration 22Q: 3 clusters Score -2441123 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2441396.750000 Penalty: 4914.529785
	Iteration 23Q: 3 clusters Score -2441397 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2441663.750000 Penalty: 4914.529785
	Iteration 24Q: 3 clusters Score -2441664 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2441954.000000 Penalty: 4914.529785
	Iteration 25Q: 3 clusters Score -2441954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2442202.000000 Penalty: 4914.529785
	Iteration 26Q: 3 clusters Score -2442202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2442409.250000 Penalty: 4914.529785
	Iteration 27Q: 3 clusters Score -2442409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2442610.000000 Penalty: 4914.529785
	Iteration 28Q: 3 clusters Score -2442610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2442807.000000 Penalty: 4914.529785
	Iteration 29Q: 3 clusters Score -2442807 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2442961.000000 Penalty: 4914.529785
	Iteration 30Q: 3 clusters Score -2442961 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2443094.250000 Penalty: 4914.529785
	Iteration 31Q: 3 clusters Score -2443094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2443197.750000 Penalty: 4914.529785
	Iteration 32Q: 3 clusters Score -2443198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2443284.000000 Penalty: 4914.529785
	Iteration 33Q: 3 clusters Score -2443284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2443361.250000 Penalty: 4914.529785
	Iteration 34Q: 3 clusters Score -2443361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2443421.000000 Penalty: 4914.529785
	Iteration 35Q: 3 clusters Score -2443421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2443462.500000 Penalty: 4914.529785
	Iteration 36Q: 3 clusters Score -2443462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2443493.500000 Penalty: 4914.529785
	Iteration 37Q: 3 clusters Score -2443494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2443518.750000 Penalty: 4914.529785
	Iteration 38Q: 3 clusters Score -2443519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2443544.250000 Penalty: 4914.529785
	Iteration 39Q: 3 clusters Score -2443544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2443561.750000 Penalty: 4914.529785
	Iteration 40F: 3 clusters Score -2443562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2443572.750000 Penalty: 4914.529785
	Iteration 41Q: 3 clusters Score -2443573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2443585.250000 Penalty: 4914.529785
	Iteration 42Q: 3 clusters Score -2443585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2443590.000000 Penalty: 4914.529785
	Iteration 43Q: 3 clusters Score -2443590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2443594.750000 Penalty: 4914.529785
	Iteration 44Q: 3 clusters Score -2443595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2443597.500000 Penalty: 4914.529785
	Iteration 45Q: 3 clusters Score -2443598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2443608.500000 Penalty: 4914.529785
	Iteration 46Q: 3 clusters Score -2443608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2443613.500000 Penalty: 4914.529785
	Iteration 47Q: 3 clusters Score -2443614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2443611.750000 Penalty: 4914.529785
	Iteration 48Q: 3 clusters Score -2443612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2443613.750000 Penalty: 4914.529785
	Iteration 49Q: 3 clusters Score -2443614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2443613.750000 Penalty: 4914.529785
	Iteration 50F: 3 clusters Score -2443614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -269053.125000 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -269053.1 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 1154 members 
Entering Unmasked Estep 
Score: -266359.343750 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -266359.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267123.281250 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -267123.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -267775.500000 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -267775.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -268575.343750 Penalty: 3835.906982
	Iteration 3F: 3 clusters Score -268575.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -269058.218750 Penalty: 3835.906982
	Iteration 4F: 3 clusters Score -269058.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -269266.187500 Penalty: 3835.906982
	Iteration 5F: 3 clusters Score -269266.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -269332.250000 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -269332.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -269374.437500 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -269374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -269393.875000 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -269393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -269397.968750 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -269398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -269401.187500 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -269401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -269402.031250 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -269402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -269403.312500 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -269403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -269403.687500 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -269403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -269403.687500 Penalty: 3835.906982
	Iteration 14F: 3 clusters Score -269403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 10 contains 236060 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 23599 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Entering Unmasked Estep 
Score: -116054520.000000 Penalty: 68135.867188
Splitting cluster 4 changes total score from -116053168.000000 to -116054520.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -253921.125000 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -253921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -251257.765625 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -251257.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -252762.046875 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -252762 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -253658.703125 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -253658.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -254320.765625 Penalty: 3817.095947
	Iteration 3F: 3 clusters Score -254320.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -254822.906250 Penalty: 3817.095947
	Iteration 4F: 3 clusters Score -254822.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -255293.156250 Penalty: 3817.095947
	Iteration 5F: 3 clusters Score -255293.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -256232.921875 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -256232.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -257369.593750 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -257369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258008.812500 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -258008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -258323.906250 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -258323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -258614.328125 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -258614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -258858.234375 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -258858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -258886.640625 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -258886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -258901.828125 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -258901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -258904.781250 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -258904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -258907.859375 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -258907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258909.593750 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -258909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -258911.140625 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -258911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -258912.093750 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -258912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -258912.921875 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -258912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -258912.953125 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -258913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -258912.968750 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -258913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -258913.531250 Penalty: 3817.095947
	Iteration 22Q: 3 clusters Score -258913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -258913.531250 Penalty: 3817.095947
	Iteration 23F: 3 clusters Score -258913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 10 contains 236060 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 23599 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Entering Unmasked Estep 
Score: -116058112.000000 Penalty: 71542.664062
Splitting cluster 5 changes total score from -116053168.000000 to -116058112.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (49552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Entering Unmasked Estep 
Score: -6397863.000000 Penalty: 2681.072754
	Iteration 0F: 2 clusters Score -6397863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -6364464.000000 Penalty: 5362.145508
	Iteration 0F: 3 clusters Score -6364464 nChanged 22959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -6377070.000000 Penalty: 5362.145508
	Iteration 1F: 3 clusters Score -6377070 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6377466.000000 Penalty: 5362.145508
	Iteration 2Q: 3 clusters Score -6377466 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6377850.500000 Penalty: 5362.145508
	Iteration 3Q: 3 clusters Score -6377850 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6378277.000000 Penalty: 5362.145508
	Iteration 4Q: 3 clusters Score -6378277 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6378689.500000 Penalty: 5362.145508
	Iteration 5Q: 3 clusters Score -6378690 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6379148.500000 Penalty: 5362.145508
	Iteration 6Q: 3 clusters Score -6379148 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -6379717.000000 Penalty: 5362.145508
	Iteration 7Q: 3 clusters Score -6379717 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -6380369.000000 Penalty: 5362.145508
	Iteration 8Q: 3 clusters Score -6380369 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -6381160.500000 Penalty: 5362.145508
	Iteration 9Q: 3 clusters Score -6381160 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6382118.500000 Penalty: 5362.145508
	Iteration 10Q: 3 clusters Score -6382118 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6383376.000000 Penalty: 5362.145508
	Iteration 11Q: 3 clusters Score -6383376 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6384929.000000 Penalty: 5362.145508
	Iteration 12F: 3 clusters Score -6384929 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -6386501.500000 Penalty: 5362.145508
	Iteration 13F: 3 clusters Score -6386502 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6387792.500000 Penalty: 5362.145508
	Iteration 14Q: 3 clusters Score -6387792 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -6388517.000000 Penalty: 5362.145508
	Iteration 15Q: 3 clusters Score -6388517 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -6388881.500000 Penalty: 5362.145508
	Iteration 16Q: 3 clusters Score -6388882 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6388991.500000 Penalty: 5362.145508
	Iteration 17Q: 3 clusters Score -6388992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -6389050.000000 Penalty: 5362.145508
	Iteration 18Q: 3 clusters Score -6389050 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6389116.000000 Penalty: 5362.145508
	Iteration 19Q: 3 clusters Score -6389116 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6389152.500000 Penalty: 5362.145508
	Iteration 20F: 3 clusters Score -6389152 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6389197.500000 Penalty: 5362.145508
	Iteration 21Q: 3 clusters Score -6389198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6389194.000000 Penalty: 5362.145508
	Iteration 22Q: 3 clusters Score -6389194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -6389257.000000 Penalty: 5362.145508
	Iteration 23Q: 3 clusters Score -6389257 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6389282.500000 Penalty: 5362.145508
	Iteration 24Q: 3 clusters Score -6389282 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6389347.000000 Penalty: 5362.145508
	Iteration 25Q: 3 clusters Score -6389347 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -6389405.000000 Penalty: 5362.145508
	Iteration 26Q: 3 clusters Score -6389405 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6389491.500000 Penalty: 5362.145508
	Iteration 27Q: 3 clusters Score -6389492 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6389595.500000 Penalty: 5362.145508
	Iteration 28Q: 3 clusters Score -6389596 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6389730.000000 Penalty: 5362.145508
	Iteration 29Q: 3 clusters Score -6389730 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -6389933.500000 Penalty: 5362.145508
	Iteration 30Q: 3 clusters Score -6389934 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6390176.500000 Penalty: 5362.145508
	Iteration 31Q: 3 clusters Score -6390176 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -6390439.000000 Penalty: 5362.145508
	Iteration 32Q: 3 clusters Score -6390439 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -6390797.000000 Penalty: 5362.145508
	Iteration 33Q: 3 clusters Score -6390797 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -6391175.500000 Penalty: 5362.145508
	Iteration 34Q: 3 clusters Score -6391176 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6391565.000000 Penalty: 5362.145508
	Iteration 35Q: 3 clusters Score -6391565 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -6391872.000000 Penalty: 5362.145508
	Iteration 36Q: 3 clusters Score -6391872 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6392139.000000 Penalty: 5362.145508
	Iteration 37Q: 3 clusters Score -6392139 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -6392340.000000 Penalty: 5362.145508
	Iteration 38Q: 3 clusters Score -6392340 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6392486.000000 Penalty: 5362.145508
	Iteration 39Q: 3 clusters Score -6392486 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -6392587.000000 Penalty: 5362.145508
	Iteration 40F: 3 clusters Score -6392587 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -6392656.500000 Penalty: 5362.145508
	Iteration 41Q: 3 clusters Score -6392656 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6392717.500000 Penalty: 5362.145508
	Iteration 42Q: 3 clusters Score -6392718 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -6392783.000000 Penalty: 5362.145508
	Iteration 43Q: 3 clusters Score -6392783 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -6392804.500000 Penalty: 5362.145508
	Iteration 44Q: 3 clusters Score -6392804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -6392836.000000 Penalty: 5362.145508
	Iteration 45Q: 3 clusters Score -6392836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6392863.000000 Penalty: 5362.145508
	Iteration 46Q: 3 clusters Score -6392863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6392861.000000 Penalty: 5362.145508
	Iteration 47Q: 3 clusters Score -6392861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6392872.000000 Penalty: 5362.145508
	Iteration 48Q: 3 clusters Score -6392872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6392853.500000 Penalty: 5362.145508
	Iteration 49Q: 3 clusters Score -6392854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6392834.000000 Penalty: 5362.145508
	Iteration 50Q: 3 clusters Score -6392834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -6392840.000000 Penalty: 5362.145508
	Iteration 51Q: 3 clusters Score -6392840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -6392851.500000 Penalty: 5362.145508
	Iteration 52Q: 3 clusters Score -6392852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -6392887.000000 Penalty: 5362.145508
	Iteration 53Q: 3 clusters Score -6392887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6392911.000000 Penalty: 5362.145508
	Iteration 54Q: 3 clusters Score -6392911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -6392941.500000 Penalty: 5362.145508
	Iteration 55Q: 3 clusters Score -6392942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -6392951.000000 Penalty: 5362.145508
	Iteration 56Q: 3 clusters Score -6392951 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -6392952.000000 Penalty: 5362.145508
	Iteration 57Q: 3 clusters Score -6392952 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6392951.000000 Penalty: 5362.145508
	Iteration 58Q: 3 clusters Score -6392951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -6392973.000000 Penalty: 5362.145508
	Iteration 59Q: 3 clusters Score -6392973 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6393016.000000 Penalty: 5362.145508
	Iteration 60F: 3 clusters Score -6393016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -6393041.500000 Penalty: 5362.145508
	Iteration 61Q: 3 clusters Score -6393042 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6393068.500000 Penalty: 5362.145508
	Iteration 62Q: 3 clusters Score -6393068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -6393089.000000 Penalty: 5362.145508
	Iteration 63Q: 3 clusters Score -6393089 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -6393086.000000 Penalty: 5362.145508
	Iteration 64Q: 3 clusters Score -6393086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -6393117.500000 Penalty: 5362.145508
	Iteration 65Q: 3 clusters Score -6393118 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -6393147.500000 Penalty: 5362.145508
	Iteration 66Q: 3 clusters Score -6393148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -6393188.000000 Penalty: 5362.145508
	Iteration 67Q: 3 clusters Score -6393188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -6393210.000000 Penalty: 5362.145508
	Iteration 68Q: 3 clusters Score -6393210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -6393221.000000 Penalty: 5362.145508
	Iteration 69Q: 3 clusters Score -6393221 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -6393245.500000 Penalty: 5362.145508
	Iteration 70Q: 3 clusters Score -6393246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6393274.000000 Penalty: 5362.145508
	Iteration 71Q: 3 clusters Score -6393274 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -6393276.000000 Penalty: 5362.145508
	Iteration 72Q: 3 clusters Score -6393276 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6393300.000000 Penalty: 5362.145508
	Iteration 73Q: 3 clusters Score -6393300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -6393324.500000 Penalty: 5362.145508
	Iteration 74Q: 3 clusters Score -6393324 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -6393346.500000 Penalty: 5362.145508
	Iteration 75Q: 3 clusters Score -6393346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -6393350.000000 Penalty: 5362.145508
	Iteration 76Q: 3 clusters Score -6393350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6393385.500000 Penalty: 5362.145508
	Iteration 77Q: 3 clusters Score -6393386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6393400.000000 Penalty: 5362.145508
	Iteration 78Q: 3 clusters Score -6393400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -6393406.500000 Penalty: 5362.145508
	Iteration 79Q: 3 clusters Score -6393406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -6393415.500000 Penalty: 5362.145508
	Iteration 80F: 3 clusters Score -6393416 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6393429.500000 Penalty: 5362.145508
	Iteration 81Q: 3 clusters Score -6393430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6393442.000000 Penalty: 5362.145508
	Iteration 82Q: 3 clusters Score -6393442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6393441.500000 Penalty: 5362.145508
	Iteration 83Q: 3 clusters Score -6393442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6393434.000000 Penalty: 5362.145508
	Iteration 84Q: 3 clusters Score -6393434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6393432.500000 Penalty: 5362.145508
	Iteration 85Q: 3 clusters Score -6393432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -6393458.000000 Penalty: 5362.145508
	Iteration 86Q: 3 clusters Score -6393458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6393459.000000 Penalty: 5362.145508
	Iteration 87Q: 3 clusters Score -6393459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6393478.000000 Penalty: 5362.145508
	Iteration 88Q: 3 clusters Score -6393478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6393479.500000 Penalty: 5362.145508
	Iteration 89Q: 3 clusters Score -6393480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -6393477.000000 Penalty: 5362.145508
	Iteration 90Q: 3 clusters Score -6393477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -6393488.500000 Penalty: 5362.145508
	Iteration 91Q: 3 clusters Score -6393488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6393493.000000 Penalty: 5362.145508
	Iteration 92Q: 3 clusters Score -6393493 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6393486.500000 Penalty: 5362.145508
	Iteration 93Q: 3 clusters Score -6393486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6393501.000000 Penalty: 5362.145508
	Iteration 94Q: 3 clusters Score -6393501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -6393516.000000 Penalty: 5362.145508
	Iteration 95Q: 3 clusters Score -6393516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -6393498.000000 Penalty: 5362.145508
	Iteration 96Q: 3 clusters Score -6393498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6393518.500000 Penalty: 5362.145508
	Iteration 97Q: 3 clusters Score -6393518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -6393535.000000 Penalty: 5362.145508
	Iteration 98Q: 3 clusters Score -6393535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6393533.500000 Penalty: 5362.145508
	Iteration 99Q: 3 clusters Score -6393534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -6393541.000000 Penalty: 5362.145508
	Iteration 100F: 3 clusters Score -6393541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -6393533.500000 Penalty: 5362.145508
	Iteration 101Q: 3 clusters Score -6393534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6393533.500000 Penalty: 5362.145508
	Iteration 102Q: 3 clusters Score -6393534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -6393542.500000 Penalty: 5362.145508
	Iteration 103Q: 3 clusters Score -6393542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6393528.000000 Penalty: 5362.145508
	Iteration 104Q: 3 clusters Score -6393528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -6393531.000000 Penalty: 5362.145508
	Iteration 105Q: 3 clusters Score -6393531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -6393528.500000 Penalty: 5362.145508
	Iteration 106Q: 3 clusters Score -6393528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -6393530.500000 Penalty: 5362.145508
	Iteration 107Q: 3 clusters Score -6393530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -6393527.500000 Penalty: 5362.145508
	Iteration 108Q: 3 clusters Score -6393528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6393525.500000 Penalty: 5362.145508
	Iteration 109Q: 3 clusters Score -6393526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -6393540.500000 Penalty: 5362.145508
	Iteration 110Q: 3 clusters Score -6393540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -6393542.000000 Penalty: 5362.145508
	Iteration 111Q: 3 clusters Score -6393542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -6393538.500000 Penalty: 5362.145508
	Iteration 112Q: 3 clusters Score -6393538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6393528.000000 Penalty: 5362.145508
	Iteration 113Q: 3 clusters Score -6393528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -6393533.500000 Penalty: 5362.145508
	Iteration 114Q: 3 clusters Score -6393534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6393517.500000 Penalty: 5362.145508
	Iteration 115Q: 3 clusters Score -6393518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6393522.500000 Penalty: 5362.145508
	Iteration 116Q: 3 clusters Score -6393522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -6393533.000000 Penalty: 5362.145508
	Iteration 117Q: 3 clusters Score -6393533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -6393534.500000 Penalty: 5362.145508
	Iteration 118Q: 3 clusters Score -6393534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -6393530.500000 Penalty: 5362.145508
	Iteration 119Q: 3 clusters Score -6393530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6393550.000000 Penalty: 5362.145508
	Iteration 120F: 3 clusters Score -6393550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6393549.000000 Penalty: 5362.145508
	Iteration 121Q: 3 clusters Score -6393549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -6393543.000000 Penalty: 5362.145508
	Iteration 122Q: 3 clusters Score -6393543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6393545.000000 Penalty: 5362.145508
	Iteration 123Q: 3 clusters Score -6393545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6393542.000000 Penalty: 5362.145508
	Iteration 124Q: 3 clusters Score -6393542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6393555.000000 Penalty: 5362.145508
	Iteration 125Q: 3 clusters Score -6393555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -6393557.500000 Penalty: 5362.145508
	Iteration 126Q: 3 clusters Score -6393558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -6393566.000000 Penalty: 5362.145508
	Iteration 127Q: 3 clusters Score -6393566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -6393573.000000 Penalty: 5362.145508
	Iteration 128Q: 3 clusters Score -6393573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6393580.500000 Penalty: 5362.145508
	Iteration 129Q: 3 clusters Score -6393580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6393569.000000 Penalty: 5362.145508
	Iteration 130Q: 3 clusters Score -6393569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6393571.000000 Penalty: 5362.145508
	Iteration 131Q: 3 clusters Score -6393571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6393574.000000 Penalty: 5362.145508
	Iteration 132Q: 3 clusters Score -6393574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6393572.000000 Penalty: 5362.145508
	Iteration 133Q: 3 clusters Score -6393572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6393576.500000 Penalty: 5362.145508
	Iteration 134Q: 3 clusters Score -6393576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -6393573.500000 Penalty: 5362.145508
	Iteration 135Q: 3 clusters Score -6393574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -6393574.000000 Penalty: 5362.145508
	Iteration 136Q: 3 clusters Score -6393574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6393575.500000 Penalty: 5362.145508
	Iteration 137Q: 3 clusters Score -6393576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6393577.500000 Penalty: 5362.145508
	Iteration 138Q: 3 clusters Score -6393578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6393576.500000 Penalty: 5362.145508
	Iteration 139Q: 3 clusters Score -6393576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -6393581.500000 Penalty: 5362.145508
	Iteration 140F: 3 clusters Score -6393582 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6393585.000000 Penalty: 5362.145508
	Iteration 141Q: 3 clusters Score -6393585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -6393589.000000 Penalty: 5362.145508
	Iteration 142Q: 3 clusters Score -6393589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6393590.500000 Penalty: 5362.145508
	Iteration 143Q: 3 clusters Score -6393590 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6393590.000000 Penalty: 5362.145508
	Iteration 144Q: 3 clusters Score -6393590 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6393587.500000 Penalty: 5362.145508
	Iteration 145Q: 3 clusters Score -6393588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6393592.000000 Penalty: 5362.145508
	Iteration 146Q: 3 clusters Score -6393592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6393591.500000 Penalty: 5362.145508
	Iteration 147Q: 3 clusters Score -6393592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -6393586.500000 Penalty: 5362.145508
	Iteration 148Q: 3 clusters Score -6393586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -6393597.500000 Penalty: 5362.145508
	Iteration 149Q: 3 clusters Score -6393598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6393594.500000 Penalty: 5362.145508
	Iteration 150Q: 3 clusters Score -6393594 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6393588.000000 Penalty: 5362.145508
	Iteration 151Q: 3 clusters Score -6393588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -6393580.000000 Penalty: 5362.145508
	Iteration 152Q: 3 clusters Score -6393580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6393589.000000 Penalty: 5362.145508
	Iteration 153Q: 3 clusters Score -6393589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -6393587.500000 Penalty: 5362.145508
	Iteration 154Q: 3 clusters Score -6393588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -6393571.500000 Penalty: 5362.145508
	Iteration 155Q: 3 clusters Score -6393572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6393566.500000 Penalty: 5362.145508
	Iteration 156Q: 3 clusters Score -6393566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6393571.500000 Penalty: 5362.145508
	Iteration 157Q: 3 clusters Score -6393572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6393585.000000 Penalty: 5362.145508
	Iteration 158Q: 3 clusters Score -6393585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6393588.500000 Penalty: 5362.145508
	Iteration 159Q: 3 clusters Score -6393588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -6393592.500000 Penalty: 5362.145508
	Iteration 160F: 3 clusters Score -6393592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -6393601.500000 Penalty: 5362.145508
	Iteration 161Q: 3 clusters Score -6393602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -6393604.500000 Penalty: 5362.145508
	Iteration 162Q: 3 clusters Score -6393604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6393604.000000 Penalty: 5362.145508
	Iteration 163Q: 3 clusters Score -6393604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -6393593.500000 Penalty: 5362.145508
	Iteration 164Q: 3 clusters Score -6393594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6393590.000000 Penalty: 5362.145508
	Iteration 165Q: 3 clusters Score -6393590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -6393589.500000 Penalty: 5362.145508
	Iteration 166Q: 3 clusters Score -6393590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6393586.500000 Penalty: 5362.145508
	Iteration 167Q: 3 clusters Score -6393586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -6393588.500000 Penalty: 5362.145508
	Iteration 168Q: 3 clusters Score -6393588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6393593.000000 Penalty: 5362.145508
	Iteration 169Q: 3 clusters Score -6393593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6393597.500000 Penalty: 5362.145508
	Iteration 170Q: 3 clusters Score -6393598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6393597.500000 Penalty: 5362.145508
	Iteration 171F: 3 clusters Score -6393598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2473479.000000 Penalty: 2445.113037
	Iteration 0F: 2 clusters Score -2473479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2459974.500000 Penalty: 4890.226074
	Iteration 0F: 3 clusters Score -2459974 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2464601.250000 Penalty: 4890.226074
	Iteration 1F: 3 clusters Score -2464601 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2465071.000000 Penalty: 4890.226074
	Iteration 2F: 3 clusters Score -2465071 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2465617.750000 Penalty: 4890.226074
	Iteration 3F: 3 clusters Score -2465618 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2466301.000000 Penalty: 4890.226074
	Iteration 4F: 3 clusters Score -2466301 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2467066.750000 Penalty: 4890.226074
	Iteration 5F: 3 clusters Score -2467067 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2467856.500000 Penalty: 4890.226074
	Iteration 6F: 3 clusters Score -2467856 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2468719.250000 Penalty: 4890.226074
	Iteration 7F: 3 clusters Score -2468719 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2469634.750000 Penalty: 4890.226074
	Iteration 8F: 3 clusters Score -2469635 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2470423.500000 Penalty: 4890.226074
	Iteration 9F: 3 clusters Score -2470424 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2471091.500000 Penalty: 4890.226074
	Iteration 10Q: 3 clusters Score -2471092 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2471615.500000 Penalty: 4890.226074
	Iteration 11Q: 3 clusters Score -2471616 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2471956.750000 Penalty: 4890.226074
	Iteration 12Q: 3 clusters Score -2471957 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2472182.000000 Penalty: 4890.226074
	Iteration 13Q: 3 clusters Score -2472182 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2472354.750000 Penalty: 4890.226074
	Iteration 14Q: 3 clusters Score -2472355 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2472494.250000 Penalty: 4890.226074
	Iteration 15Q: 3 clusters Score -2472494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2472596.250000 Penalty: 4890.226074
	Iteration 16Q: 3 clusters Score -2472596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2472676.250000 Penalty: 4890.226074
	Iteration 17Q: 3 clusters Score -2472676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2472741.750000 Penalty: 4890.226074
	Iteration 18Q: 3 clusters Score -2472742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2472778.250000 Penalty: 4890.226074
	Iteration 19Q: 3 clusters Score -2472778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2472800.750000 Penalty: 4890.226074
	Iteration 20F: 3 clusters Score -2472801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2472819.750000 Penalty: 4890.226074
	Iteration 21Q: 3 clusters Score -2472820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2472832.000000 Penalty: 4890.226074
	Iteration 22Q: 3 clusters Score -2472832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2472839.250000 Penalty: 4890.226074
	Iteration 23Q: 3 clusters Score -2472839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2472845.500000 Penalty: 4890.226074
	Iteration 24Q: 3 clusters Score -2472846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2472846.250000 Penalty: 4890.226074
	Iteration 25Q: 3 clusters Score -2472846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2472856.750000 Penalty: 4890.226074
	Iteration 26Q: 3 clusters Score -2472857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2472858.250000 Penalty: 4890.226074
	Iteration 27Q: 3 clusters Score -2472858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2472857.250000 Penalty: 4890.226074
	Iteration 28Q: 3 clusters Score -2472857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2472858.750000 Penalty: 4890.226074
	Iteration 29Q: 3 clusters Score -2472859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2472856.000000 Penalty: 4890.226074
	Iteration 30Q: 3 clusters Score -2472856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2472856.000000 Penalty: 4890.226074
	Iteration 31F: 3 clusters Score -2472856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Entering Unmasked Estep 
Score: -8087863.500000 Penalty: 2741.579346
	Iteration 0F: 2 clusters Score -8087864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8045483.500000 Penalty: 5483.158691
	Iteration 0F: 3 clusters Score -8045484 nChanged 29493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -8061802.000000 Penalty: 5483.158691
	Iteration 1F: 3 clusters Score -8061802 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -8062334.500000 Penalty: 5483.158691
	Iteration 2Q: 3 clusters Score -8062334 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -8062824.000000 Penalty: 5483.158691
	Iteration 3Q: 3 clusters Score -8062824 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -8063417.000000 Penalty: 5483.158691
	Iteration 4Q: 3 clusters Score -8063417 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -8064255.000000 Penalty: 5483.158691
	Iteration 5Q: 3 clusters Score -8064255 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8065489.500000 Penalty: 5483.158691
	Iteration 6Q: 3 clusters Score -8065490 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -8067722.500000 Penalty: 5483.158691
	Iteration 7F: 3 clusters Score -8067722 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8070987.000000 Penalty: 5483.158691
	Iteration 8F: 3 clusters Score -8070987 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -8075259.500000 Penalty: 5483.158691
	Iteration 9F: 3 clusters Score -8075260 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8079394.500000 Penalty: 5483.158691
	Iteration 10F: 3 clusters Score -8079394 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8082207.000000 Penalty: 5483.158691
	Iteration 11Q: 3 clusters Score -8082207 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8083840.500000 Penalty: 5483.158691
	Iteration 12Q: 3 clusters Score -8083840 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8084638.500000 Penalty: 5483.158691
	Iteration 13Q: 3 clusters Score -8084638 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8084994.000000 Penalty: 5483.158691
	Iteration 14Q: 3 clusters Score -8084994 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8085180.500000 Penalty: 5483.158691
	Iteration 15Q: 3 clusters Score -8085180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8085297.500000 Penalty: 5483.158691
	Iteration 16Q: 3 clusters Score -8085298 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8085367.000000 Penalty: 5483.158691
	Iteration 17Q: 3 clusters Score -8085367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8085414.000000 Penalty: 5483.158691
	Iteration 18Q: 3 clusters Score -8085414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8085447.000000 Penalty: 5483.158691
	Iteration 19Q: 3 clusters Score -8085447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8085478.000000 Penalty: 5483.158691
	Iteration 20F: 3 clusters Score -8085478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8085489.000000 Penalty: 5483.158691
	Iteration 21Q: 3 clusters Score -8085489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8085517.000000 Penalty: 5483.158691
	Iteration 22Q: 3 clusters Score -8085517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8085516.500000 Penalty: 5483.158691
	Iteration 23Q: 3 clusters Score -8085516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8085524.500000 Penalty: 5483.158691
	Iteration 24Q: 3 clusters Score -8085524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8085531.000000 Penalty: 5483.158691
	Iteration 25Q: 3 clusters Score -8085531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8085530.000000 Penalty: 5483.158691
	Iteration 26Q: 3 clusters Score -8085530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8085525.000000 Penalty: 5483.158691
	Iteration 27Q: 3 clusters Score -8085525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8085526.500000 Penalty: 5483.158691
	Iteration 28Q: 3 clusters Score -8085526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8085538.500000 Penalty: 5483.158691
	Iteration 29Q: 3 clusters Score -8085538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8085540.500000 Penalty: 5483.158691
	Iteration 30Q: 3 clusters Score -8085540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8085542.500000 Penalty: 5483.158691
	Iteration 31Q: 3 clusters Score -8085542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8085542.000000 Penalty: 5483.158691
	Iteration 32Q: 3 clusters Score -8085542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8085542.500000 Penalty: 5483.158691
	Iteration 33Q: 3 clusters Score -8085542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8085543.000000 Penalty: 5483.158691
	Iteration 34Q: 3 clusters Score -8085543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8085544.000000 Penalty: 5483.158691
	Iteration 35Q: 3 clusters Score -8085544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8085541.500000 Penalty: 5483.158691
	Iteration 36Q: 3 clusters Score -8085542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8085537.000000 Penalty: 5483.158691
	Iteration 37Q: 3 clusters Score -8085537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8085541.000000 Penalty: 5483.158691
	Iteration 38Q: 3 clusters Score -8085541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8085538.000000 Penalty: 5483.158691
	Iteration 39Q: 3 clusters Score -8085538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8085538.000000 Penalty: 5483.158691
	Iteration 40F: 3 clusters Score -8085538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (226923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226923 members 
Entering Unmasked Estep 
Score: -28927984.000000 Penalty: 3058.426758
	Iteration 0F: 2 clusters Score -2.892798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113246 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -28782602.000000 Penalty: 6116.853516
	Iteration 0F: 3 clusters Score -2.87826e+07 nChanged 109081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 116708 members 
Entering Unmasked Estep 
Score: -28846670.000000 Penalty: 6116.853516
	Iteration 1F: 3 clusters Score -2.884667e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -28847834.000000 Penalty: 6116.853516
	Iteration 2Q: 3 clusters Score -2.884783e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -28849268.000000 Penalty: 6116.853516
	Iteration 3Q: 3 clusters Score -2.884927e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -28851998.000000 Penalty: 6116.853516
	Iteration 4Q: 3 clusters Score -2.8852e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -28856180.000000 Penalty: 6116.853516
	Iteration 5Q: 3 clusters Score -2.885618e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -28864022.000000 Penalty: 6116.853516
	Iteration 6F: 3 clusters Score -2.886402e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -28875488.000000 Penalty: 6116.853516
	Iteration 7F: 3 clusters Score -2.887549e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -28888870.000000 Penalty: 6116.853516
	Iteration 8F: 3 clusters Score -2.888887e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -28899916.000000 Penalty: 6116.853516
	Iteration 9F: 3 clusters Score -2.889992e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 193609 members 
Entering Unmasked Estep 
Score: -28907320.000000 Penalty: 6116.853516
	Iteration 10Q: 3 clusters Score -2.890732e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 199915 members 
Entering Unmasked Estep 
Score: -28911924.000000 Penalty: 6116.853516
	Iteration 11Q: 3 clusters Score -2.891192e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 204849 members 
Entering Unmasked Estep 
Score: -28915100.000000 Penalty: 6116.853516
	Iteration 12Q: 3 clusters Score -2.89151e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 208963 members 
Entering Unmasked Estep 
Score: -28917636.000000 Penalty: 6116.853516
	Iteration 13Q: 3 clusters Score -2.891764e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 212367 members 
Entering Unmasked Estep 
Score: -28919452.000000 Penalty: 6116.853516
	Iteration 14Q: 3 clusters Score -2.891945e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -28920946.000000 Penalty: 6116.853516
	Iteration 15Q: 3 clusters Score -2.892095e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 217286 members 
Entering Unmasked Estep 
Score: -28922470.000000 Penalty: 6116.853516
	Iteration 16Q: 3 clusters Score -2.892247e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 218978 members 
Entering Unmasked Estep 
Score: -28923574.000000 Penalty: 6116.853516
	Iteration 17Q: 3 clusters Score -2.892357e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 220246 members 
Entering Unmasked Estep 
Score: -28924366.000000 Penalty: 6116.853516
	Iteration 18Q: 3 clusters Score -2.892437e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 221153 members 
Entering Unmasked Estep 
Score: -28924802.000000 Penalty: 6116.853516
	Iteration 19Q: 3 clusters Score -2.89248e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 221872 members 
Entering Unmasked Estep 
Score: -28925084.000000 Penalty: 6116.853516
	Iteration 20F: 3 clusters Score -2.892508e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 222462 members 
Entering Unmasked Estep 
Score: -28925280.000000 Penalty: 6116.853516
	Iteration 21Q: 3 clusters Score -2.892528e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 222924 members 
Entering Unmasked Estep 
Score: -28925368.000000 Penalty: 6116.853516
	Iteration 22Q: 3 clusters Score -2.892537e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 223308 members 
Entering Unmasked Estep 
Score: -28925492.000000 Penalty: 6116.853516
	Iteration 23Q: 3 clusters Score -2.892549e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -28925580.000000 Penalty: 6116.853516
	Iteration 24Q: 3 clusters Score -2.892558e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 223858 members 
Entering Unmasked Estep 
Score: -28925566.000000 Penalty: 6116.853516
	Iteration 25Q: 3 clusters Score -2.892557e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 224083 members 
Entering Unmasked Estep 
Score: -28925596.000000 Penalty: 6116.853516
	Iteration 26Q: 3 clusters Score -2.89256e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -28925678.000000 Penalty: 6116.853516
	Iteration 27Q: 3 clusters Score -2.892568e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 224459 members 
Entering Unmasked Estep 
Score: -28925636.000000 Penalty: 6116.853516
	Iteration 28Q: 3 clusters Score -2.892564e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 224605 members 
Entering Unmasked Estep 
Score: -28925636.000000 Penalty: 6116.853516
	Iteration 29Q: 3 clusters Score -2.892564e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -28925660.000000 Penalty: 6116.853516
	Iteration 30Q: 3 clusters Score -2.892566e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 224850 members 
Entering Unmasked Estep 
Score: -28925602.000000 Penalty: 6116.853516
	Iteration 31Q: 3 clusters Score -2.89256e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -28925632.000000 Penalty: 6116.853516
	Iteration 32Q: 3 clusters Score -2.892563e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 225010 members 
Entering Unmasked Estep 
Score: -28925622.000000 Penalty: 6116.853516
	Iteration 33Q: 3 clusters Score -2.892562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 225083 members 
Entering Unmasked Estep 
Score: -28925608.000000 Penalty: 6116.853516
	Iteration 34Q: 3 clusters Score -2.892561e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 225150 members 
Entering Unmasked Estep 
Score: -28925584.000000 Penalty: 6116.853516
	Iteration 35Q: 3 clusters Score -2.892558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 225207 members 
Entering Unmasked Estep 
Score: -28925610.000000 Penalty: 6116.853516
	Iteration 36Q: 3 clusters Score -2.892561e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 225261 members 
Entering Unmasked Estep 
Score: -28925618.000000 Penalty: 6116.853516
	Iteration 37Q: 3 clusters Score -2.892562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 225307 members 
Entering Unmasked Estep 
Score: -28925598.000000 Penalty: 6116.853516
	Iteration 38Q: 3 clusters Score -2.89256e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -28925626.000000 Penalty: 6116.853516
	Iteration 39Q: 3 clusters Score -2.892563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 225392 members 
Entering Unmasked Estep 
Score: -28925624.000000 Penalty: 6116.853516
	Iteration 40F: 3 clusters Score -2.892562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 225424 members 
Entering Unmasked Estep 
Score: -28925618.000000 Penalty: 6116.853516
	Iteration 41Q: 3 clusters Score -2.892562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 225459 members 
Entering Unmasked Estep 
Score: -28925634.000000 Penalty: 6116.853516
	Iteration 42Q: 3 clusters Score -2.892563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 225490 members 
Entering Unmasked Estep 
Score: -28925600.000000 Penalty: 6116.853516
	Iteration 43Q: 3 clusters Score -2.89256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 225519 members 
Entering Unmasked Estep 
Score: -28925584.000000 Penalty: 6116.853516
	Iteration 44Q: 3 clusters Score -2.892558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 225548 members 
Entering Unmasked Estep 
Score: -28925618.000000 Penalty: 6116.853516
	Iteration 45Q: 3 clusters Score -2.892562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 225566 members 
Entering Unmasked Estep 
Score: -28925618.000000 Penalty: 6116.853516
	Iteration 46Q: 3 clusters Score -2.892562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 225582 members 
Entering Unmasked Estep 
Score: -28925612.000000 Penalty: 6116.853516
	Iteration 47Q: 3 clusters Score -2.892561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 225600 members 
Entering Unmasked Estep 
Score: -28925632.000000 Penalty: 6116.853516
	Iteration 48Q: 3 clusters Score -2.892563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 225618 members 
Entering Unmasked Estep 
Score: -28925650.000000 Penalty: 6116.853516
	Iteration 49Q: 3 clusters Score -2.892565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 225627 members 
Entering Unmasked Estep 
Score: -28925660.000000 Penalty: 6116.853516
	Iteration 50Q: 3 clusters Score -2.892566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -28925680.000000 Penalty: 6116.853516
	Iteration 51Q: 3 clusters Score -2.892568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 225648 members 
Entering Unmasked Estep 
Score: -28925672.000000 Penalty: 6116.853516
	Iteration 52Q: 3 clusters Score -2.892567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 225651 members 
Entering Unmasked Estep 
Score: -28925674.000000 Penalty: 6116.853516
	Iteration 53Q: 3 clusters Score -2.892567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 225658 members 
Entering Unmasked Estep 
Score: -28925672.000000 Penalty: 6116.853516
	Iteration 54Q: 3 clusters Score -2.892567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 225667 members 
Entering Unmasked Estep 
Score: -28925676.000000 Penalty: 6116.853516
	Iteration 55Q: 3 clusters Score -2.892568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 225677 members 
Entering Unmasked Estep 
Score: -28925640.000000 Penalty: 6116.853516
	Iteration 56Q: 3 clusters Score -2.892564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 225683 members 
Entering Unmasked Estep 
Score: -28925652.000000 Penalty: 6116.853516
	Iteration 57Q: 3 clusters Score -2.892565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -28925654.000000 Penalty: 6116.853516
	Iteration 58Q: 3 clusters Score -2.892565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 225706 members 
Entering Unmasked Estep 
Score: -28925676.000000 Penalty: 6116.853516
	Iteration 59Q: 3 clusters Score -2.892568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 225711 members 
Entering Unmasked Estep 
Score: -28925682.000000 Penalty: 6116.853516
	Iteration 60F: 3 clusters Score -2.892568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 225717 members 
Entering Unmasked Estep 
Score: -28925688.000000 Penalty: 6116.853516
	Iteration 61Q: 3 clusters Score -2.892569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 225723 members 
Entering Unmasked Estep 
Score: -28925686.000000 Penalty: 6116.853516
	Iteration 62Q: 3 clusters Score -2.892569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -28925694.000000 Penalty: 6116.853516
	Iteration 63Q: 3 clusters Score -2.892569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -28925680.000000 Penalty: 6116.853516
	Iteration 64Q: 3 clusters Score -2.892568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 225733 members 
Entering Unmasked Estep 
Score: -28925692.000000 Penalty: 6116.853516
	Iteration 65Q: 3 clusters Score -2.892569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 225735 members 
Entering Unmasked Estep 
Score: -28925688.000000 Penalty: 6116.853516
	Iteration 66Q: 3 clusters Score -2.892569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 225735 members 
Entering Unmasked Estep 
Score: -28925688.000000 Penalty: 6116.853516
	Iteration 67F: 3 clusters Score -2.892569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Entering Unmasked Estep 
Score: -7161060.000000 Penalty: 2717.201416
	Iteration 0F: 2 clusters Score -7161060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -7122596.000000 Penalty: 5434.402832
	Iteration 0F: 3 clusters Score -7122596 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7137584.500000 Penalty: 5434.402832
	Iteration 1F: 3 clusters Score -7137584 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7138131.000000 Penalty: 5434.402832
	Iteration 2Q: 3 clusters Score -7138131 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -7138615.000000 Penalty: 5434.402832
	Iteration 3Q: 3 clusters Score -7138615 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -7139179.500000 Penalty: 5434.402832
	Iteration 4Q: 3 clusters Score -7139180 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -7139752.500000 Penalty: 5434.402832
	Iteration 5Q: 3 clusters Score -7139752 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7140428.500000 Penalty: 5434.402832
	Iteration 6Q: 3 clusters Score -7140428 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -7141273.000000 Penalty: 5434.402832
	Iteration 7Q: 3 clusters Score -7141273 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -7142336.000000 Penalty: 5434.402832
	Iteration 8Q: 3 clusters Score -7142336 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -7143633.000000 Penalty: 5434.402832
	Iteration 9Q: 3 clusters Score -7143633 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7145119.500000 Penalty: 5434.402832
	Iteration 10F: 3 clusters Score -7145120 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -7146578.000000 Penalty: 5434.402832
	Iteration 11F: 3 clusters Score -7146578 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -7148109.500000 Penalty: 5434.402832
	Iteration 12Q: 3 clusters Score -7148110 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -7149499.500000 Penalty: 5434.402832
	Iteration 13Q: 3 clusters Score -7149500 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -7151050.500000 Penalty: 5434.402832
	Iteration 14Q: 3 clusters Score -7151050 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -7152750.000000 Penalty: 5434.402832
	Iteration 15Q: 3 clusters Score -7152750 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7154526.000000 Penalty: 5434.402832
	Iteration 16Q: 3 clusters Score -7154526 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7156072.500000 Penalty: 5434.402832
	Iteration 17Q: 3 clusters Score -7156072 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7157153.500000 Penalty: 5434.402832
	Iteration 18Q: 3 clusters Score -7157154 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7157763.500000 Penalty: 5434.402832
	Iteration 19Q: 3 clusters Score -7157764 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7158124.500000 Penalty: 5434.402832
	Iteration 20F: 3 clusters Score -7158124 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7158351.500000 Penalty: 5434.402832
	Iteration 21Q: 3 clusters Score -7158352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7158489.500000 Penalty: 5434.402832
	Iteration 22Q: 3 clusters Score -7158490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7158602.000000 Penalty: 5434.402832
	Iteration 23Q: 3 clusters Score -7158602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7158636.500000 Penalty: 5434.402832
	Iteration 24Q: 3 clusters Score -7158636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7158699.000000 Penalty: 5434.402832
	Iteration 25Q: 3 clusters Score -7158699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7158741.000000 Penalty: 5434.402832
	Iteration 26Q: 3 clusters Score -7158741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7158790.000000 Penalty: 5434.402832
	Iteration 27Q: 3 clusters Score -7158790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7158840.000000 Penalty: 5434.402832
	Iteration 28Q: 3 clusters Score -7158840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7158861.000000 Penalty: 5434.402832
	Iteration 29Q: 3 clusters Score -7158861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7158881.500000 Penalty: 5434.402832
	Iteration 30Q: 3 clusters Score -7158882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7158899.500000 Penalty: 5434.402832
	Iteration 31Q: 3 clusters Score -7158900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7158915.000000 Penalty: 5434.402832
	Iteration 32Q: 3 clusters Score -7158915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7158918.000000 Penalty: 5434.402832
	Iteration 33Q: 3 clusters Score -7158918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7158936.500000 Penalty: 5434.402832
	Iteration 34Q: 3 clusters Score -7158936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7158945.000000 Penalty: 5434.402832
	Iteration 35Q: 3 clusters Score -7158945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7158949.000000 Penalty: 5434.402832
	Iteration 36Q: 3 clusters Score -7158949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7158953.000000 Penalty: 5434.402832
	Iteration 37Q: 3 clusters Score -7158953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7158945.500000 Penalty: 5434.402832
	Iteration 38Q: 3 clusters Score -7158946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7158952.500000 Penalty: 5434.402832
	Iteration 39Q: 3 clusters Score -7158952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7158963.500000 Penalty: 5434.402832
	Iteration 40F: 3 clusters Score -7158964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7158965.000000 Penalty: 5434.402832
	Iteration 41Q: 3 clusters Score -7158965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7158968.000000 Penalty: 5434.402832
	Iteration 42Q: 3 clusters Score -7158968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7158962.000000 Penalty: 5434.402832
	Iteration 43Q: 3 clusters Score -7158962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7158964.000000 Penalty: 5434.402832
	Iteration 44Q: 3 clusters Score -7158964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7158977.000000 Penalty: 5434.402832
	Iteration 45Q: 3 clusters Score -7158977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7158983.500000 Penalty: 5434.402832
	Iteration 46Q: 3 clusters Score -7158984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7158990.500000 Penalty: 5434.402832
	Iteration 47Q: 3 clusters Score -7158990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7158995.000000 Penalty: 5434.402832
	Iteration 48Q: 3 clusters Score -7158995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7158996.000000 Penalty: 5434.402832
	Iteration 49Q: 3 clusters Score -7158996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7158998.500000 Penalty: 5434.402832
	Iteration 50Q: 3 clusters Score -7158998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7159005.500000 Penalty: 5434.402832
	Iteration 51Q: 3 clusters Score -7159006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7159011.500000 Penalty: 5434.402832
	Iteration 52Q: 3 clusters Score -7159012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7159012.500000 Penalty: 5434.402832
	Iteration 53Q: 3 clusters Score -7159012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7159014.000000 Penalty: 5434.402832
	Iteration 54Q: 3 clusters Score -7159014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7159014.000000 Penalty: 5434.402832
	Iteration 55F: 3 clusters Score -7159014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -285621.531250 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -285621.5 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 1141 members 
Entering Unmasked Estep 
Score: -282797.000000 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -282797 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283391.281250 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -283391.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283535.218750 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -283535.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -283624.062500 Penalty: 3844.731689
	Iteration 3Q: 3 clusters Score -283624.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283703.468750 Penalty: 3844.731689
	Iteration 4Q: 3 clusters Score -283703.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -283782.281250 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -283782.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283895.218750 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -283895.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -284091.062500 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -284091.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -284304.843750 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -284304.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284634.031250 Penalty: 3844.731689
	Iteration 9F: 3 clusters Score -284634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -285003.156250 Penalty: 3844.731689
	Iteration 10F: 3 clusters Score -285003.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -285258.656250 Penalty: 3844.731689
	Iteration 11F: 3 clusters Score -285258.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -285434.875000 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -285434.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -285516.156250 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -285516.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -285560.093750 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -285560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -285587.625000 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -285587.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -285609.562500 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -285609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -285618.093750 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -285618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -285625.593750 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -285625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285630.281250 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -285630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -285631.875000 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -285631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -285634.656250 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -285634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285636.187500 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -285636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -285642.187500 Penalty: 3844.731689
	Iteration 23Q: 3 clusters Score -285642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -285642.187500 Penalty: 3844.731689
	Iteration 24F: 3 clusters Score -285642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 10 contains 236060 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 23599 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Mstep: Class 22 contains 1565 members 
Entering Unmasked Estep 
Score: -116056712.000000 Penalty: 74949.453125
Splitting cluster 13 changes total score from -116053168.000000 to -116056712.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (10868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Entering Unmasked Estep 
Score: -1414129.750000 Penalty: 2304.807373
	Iteration 0F: 2 clusters Score -1414130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1405939.625000 Penalty: 4609.614746
	Iteration 0F: 3 clusters Score -1405940 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1408265.125000 Penalty: 4609.614746
	Iteration 1F: 3 clusters Score -1408265 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1408562.625000 Penalty: 4609.614746
	Iteration 2F: 3 clusters Score -1408563 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1408792.750000 Penalty: 4609.614746
	Iteration 3Q: 3 clusters Score -1408793 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1408994.000000 Penalty: 4609.614746
	Iteration 4Q: 3 clusters Score -1408994 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1409196.125000 Penalty: 4609.614746
	Iteration 5Q: 3 clusters Score -1409196 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1409398.250000 Penalty: 4609.614746
	Iteration 6Q: 3 clusters Score -1409398 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1409631.875000 Penalty: 4609.614746
	Iteration 7Q: 3 clusters Score -1409632 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1409944.625000 Penalty: 4609.614746
	Iteration 8Q: 3 clusters Score -1409945 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1410333.625000 Penalty: 4609.614746
	Iteration 9F: 3 clusters Score -1410334 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1410702.125000 Penalty: 4609.614746
	Iteration 10Q: 3 clusters Score -1410702 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1411089.250000 Penalty: 4609.614746
	Iteration 11Q: 3 clusters Score -1411089 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1411420.750000 Penalty: 4609.614746
	Iteration 12Q: 3 clusters Score -1411421 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1411659.750000 Penalty: 4609.614746
	Iteration 13Q: 3 clusters Score -1411660 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1411834.750000 Penalty: 4609.614746
	Iteration 14Q: 3 clusters Score -1411835 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1411950.500000 Penalty: 4609.614746
	Iteration 15Q: 3 clusters Score -1411950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1412027.875000 Penalty: 4609.614746
	Iteration 16Q: 3 clusters Score -1412028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1412076.750000 Penalty: 4609.614746
	Iteration 17Q: 3 clusters Score -1412077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1412111.750000 Penalty: 4609.614746
	Iteration 18Q: 3 clusters Score -1412112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1412134.750000 Penalty: 4609.614746
	Iteration 19Q: 3 clusters Score -1412135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1412142.250000 Penalty: 4609.614746
	Iteration 20F: 3 clusters Score -1412142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1412147.125000 Penalty: 4609.614746
	Iteration 21Q: 3 clusters Score -1412147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1412149.250000 Penalty: 4609.614746
	Iteration 22Q: 3 clusters Score -1412149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1412149.000000 Penalty: 4609.614746
	Iteration 23Q: 3 clusters Score -1412149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1412150.375000 Penalty: 4609.614746
	Iteration 24Q: 3 clusters Score -1412150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1412150.375000 Penalty: 4609.614746
	Iteration 25F: 3 clusters Score -1412150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -3046132.250000 Penalty: 2497.101807
	Iteration 0F: 2 clusters Score -3046132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3029718.250000 Penalty: 4994.203613
	Iteration 0F: 3 clusters Score -3029718 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3035412.250000 Penalty: 4994.203613
	Iteration 1F: 3 clusters Score -3035412 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3035924.000000 Penalty: 4994.203613
	Iteration 2F: 3 clusters Score -3035924 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3036438.750000 Penalty: 4994.203613
	Iteration 3Q: 3 clusters Score -3036439 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3036903.000000 Penalty: 4994.203613
	Iteration 4Q: 3 clusters Score -3036903 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3037374.750000 Penalty: 4994.203613
	Iteration 5Q: 3 clusters Score -3037375 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3037972.500000 Penalty: 4994.203613
	Iteration 6Q: 3 clusters Score -3037972 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3038665.000000 Penalty: 4994.203613
	Iteration 7F: 3 clusters Score -3038665 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3039597.250000 Penalty: 4994.203613
	Iteration 8F: 3 clusters Score -3039597 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3040621.500000 Penalty: 4994.203613
	Iteration 9F: 3 clusters Score -3040622 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3041471.000000 Penalty: 4994.203613
	Iteration 10F: 3 clusters Score -3041471 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3042154.000000 Penalty: 4994.203613
	Iteration 11F: 3 clusters Score -3042154 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3042704.250000 Penalty: 4994.203613
	Iteration 12Q: 3 clusters Score -3042704 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3043224.750000 Penalty: 4994.203613
	Iteration 13Q: 3 clusters Score -3043225 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3043699.000000 Penalty: 4994.203613
	Iteration 14Q: 3 clusters Score -3043699 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3044146.500000 Penalty: 4994.203613
	Iteration 15Q: 3 clusters Score -3044146 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3044601.250000 Penalty: 4994.203613
	Iteration 16Q: 3 clusters Score -3044601 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3045003.750000 Penalty: 4994.203613
	Iteration 17Q: 3 clusters Score -3045004 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3045360.000000 Penalty: 4994.203613
	Iteration 18Q: 3 clusters Score -3045360 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3045684.000000 Penalty: 4994.203613
	Iteration 19Q: 3 clusters Score -3045684 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3045965.000000 Penalty: 4994.203613
	Iteration 20F: 3 clusters Score -3045965 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3046202.750000 Penalty: 4994.203613
	Iteration 21Q: 3 clusters Score -3046203 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3046366.250000 Penalty: 4994.203613
	Iteration 22Q: 3 clusters Score -3046366 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3046475.750000 Penalty: 4994.203613
	Iteration 23Q: 3 clusters Score -3046476 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3046572.500000 Penalty: 4994.203613
	Iteration 24Q: 3 clusters Score -3046572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3046627.750000 Penalty: 4994.203613
	Iteration 25Q: 3 clusters Score -3046628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3046646.750000 Penalty: 4994.203613
	Iteration 26Q: 3 clusters Score -3046647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3046672.750000 Penalty: 4994.203613
	Iteration 27Q: 3 clusters Score -3046673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3046685.750000 Penalty: 4994.203613
	Iteration 28Q: 3 clusters Score -3046686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3046694.000000 Penalty: 4994.203613
	Iteration 29Q: 3 clusters Score -3046694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3046701.750000 Penalty: 4994.203613
	Iteration 30Q: 3 clusters Score -3046702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3046696.000000 Penalty: 4994.203613
	Iteration 31Q: 3 clusters Score -3046696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3046699.000000 Penalty: 4994.203613
	Iteration 32Q: 3 clusters Score -3046699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3046703.000000 Penalty: 4994.203613
	Iteration 33Q: 3 clusters Score -3046703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3046701.750000 Penalty: 4994.203613
	Iteration 34Q: 3 clusters Score -3046702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3046711.500000 Penalty: 4994.203613
	Iteration 35Q: 3 clusters Score -3046712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3046715.250000 Penalty: 4994.203613
	Iteration 36Q: 3 clusters Score -3046715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3046714.000000 Penalty: 4994.203613
	Iteration 37Q: 3 clusters Score -3046714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3046718.500000 Penalty: 4994.203613
	Iteration 38Q: 3 clusters Score -3046718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3046717.500000 Penalty: 4994.203613
	Iteration 39Q: 3 clusters Score -3046718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3046724.750000 Penalty: 4994.203613
	Iteration 40F: 3 clusters Score -3046725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3046719.750000 Penalty: 4994.203613
	Iteration 41Q: 3 clusters Score -3046720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3046719.000000 Penalty: 4994.203613
	Iteration 42Q: 3 clusters Score -3046719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3046719.000000 Penalty: 4994.203613
	Iteration 43F: 3 clusters Score -3046719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 10 contains 236060 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 22274 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 1325 members 
Entering Unmasked Estep 
Score: -116056464.000000 Penalty: 78356.250000
Splitting cluster 16 changes total score from -116053168.000000 to -116056464.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (20012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Entering Unmasked Estep 
Score: -2597766.500000 Penalty: 2456.213623
	Iteration 0F: 2 clusters Score -2597766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2583693.750000 Penalty: 4912.427246
	Iteration 0F: 3 clusters Score -2583694 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2588360.750000 Penalty: 4912.427246
	Iteration 1F: 3 clusters Score -2588361 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2588722.500000 Penalty: 4912.427246
	Iteration 2F: 3 clusters Score -2588722 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2589015.750000 Penalty: 4912.427246
	Iteration 3Q: 3 clusters Score -2589016 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2589276.250000 Penalty: 4912.427246
	Iteration 4Q: 3 clusters Score -2589276 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2589499.750000 Penalty: 4912.427246
	Iteration 5Q: 3 clusters Score -2589500 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2589742.000000 Penalty: 4912.427246
	Iteration 6Q: 3 clusters Score -2589742 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2589973.250000 Penalty: 4912.427246
	Iteration 7Q: 3 clusters Score -2589973 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2590244.000000 Penalty: 4912.427246
	Iteration 8Q: 3 clusters Score -2590244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2590604.250000 Penalty: 4912.427246
	Iteration 9Q: 3 clusters Score -2590604 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2591041.750000 Penalty: 4912.427246
	Iteration 10Q: 3 clusters Score -2591042 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2591530.750000 Penalty: 4912.427246
	Iteration 11Q: 3 clusters Score -2591531 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2592091.250000 Penalty: 4912.427246
	Iteration 12Q: 3 clusters Score -2592091 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2592603.750000 Penalty: 4912.427246
	Iteration 13Q: 3 clusters Score -2592604 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2592985.750000 Penalty: 4912.427246
	Iteration 14Q: 3 clusters Score -2592986 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2593156.750000 Penalty: 4912.427246
	Iteration 15Q: 3 clusters Score -2593157 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2593245.250000 Penalty: 4912.427246
	Iteration 16Q: 3 clusters Score -2593245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2593302.000000 Penalty: 4912.427246
	Iteration 17Q: 3 clusters Score -2593302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2593335.500000 Penalty: 4912.427246
	Iteration 18Q: 3 clusters Score -2593336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2593372.000000 Penalty: 4912.427246
	Iteration 19Q: 3 clusters Score -2593372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2593404.500000 Penalty: 4912.427246
	Iteration 20F: 3 clusters Score -2593404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2593421.750000 Penalty: 4912.427246
	Iteration 21Q: 3 clusters Score -2593422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2593451.500000 Penalty: 4912.427246
	Iteration 22Q: 3 clusters Score -2593452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2593467.500000 Penalty: 4912.427246
	Iteration 23Q: 3 clusters Score -2593468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2593484.750000 Penalty: 4912.427246
	Iteration 24Q: 3 clusters Score -2593485 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2593500.500000 Penalty: 4912.427246
	Iteration 25Q: 3 clusters Score -2593500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2593522.250000 Penalty: 4912.427246
	Iteration 26Q: 3 clusters Score -2593522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2593538.750000 Penalty: 4912.427246
	Iteration 27Q: 3 clusters Score -2593539 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2593565.500000 Penalty: 4912.427246
	Iteration 28Q: 3 clusters Score -2593566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2593592.750000 Penalty: 4912.427246
	Iteration 29Q: 3 clusters Score -2593593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2593606.000000 Penalty: 4912.427246
	Iteration 30Q: 3 clusters Score -2593606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2593626.000000 Penalty: 4912.427246
	Iteration 31Q: 3 clusters Score -2593626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2593639.750000 Penalty: 4912.427246
	Iteration 32Q: 3 clusters Score -2593640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2593661.750000 Penalty: 4912.427246
	Iteration 33Q: 3 clusters Score -2593662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2593670.000000 Penalty: 4912.427246
	Iteration 34Q: 3 clusters Score -2593670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2593682.500000 Penalty: 4912.427246
	Iteration 35Q: 3 clusters Score -2593682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2593692.250000 Penalty: 4912.427246
	Iteration 36Q: 3 clusters Score -2593692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2593708.500000 Penalty: 4912.427246
	Iteration 37Q: 3 clusters Score -2593708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2593714.000000 Penalty: 4912.427246
	Iteration 38Q: 3 clusters Score -2593714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2593721.750000 Penalty: 4912.427246
	Iteration 39Q: 3 clusters Score -2593722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2593745.750000 Penalty: 4912.427246
	Iteration 40F: 3 clusters Score -2593746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2593754.250000 Penalty: 4912.427246
	Iteration 41Q: 3 clusters Score -2593754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2593763.500000 Penalty: 4912.427246
	Iteration 42Q: 3 clusters Score -2593764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2593777.000000 Penalty: 4912.427246
	Iteration 43Q: 3 clusters Score -2593777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2593772.750000 Penalty: 4912.427246
	Iteration 44Q: 3 clusters Score -2593773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2593782.500000 Penalty: 4912.427246
	Iteration 45Q: 3 clusters Score -2593782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2593783.250000 Penalty: 4912.427246
	Iteration 46Q: 3 clusters Score -2593783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2593790.250000 Penalty: 4912.427246
	Iteration 47Q: 3 clusters Score -2593790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2593796.250000 Penalty: 4912.427246
	Iteration 48Q: 3 clusters Score -2593796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2593802.500000 Penalty: 4912.427246
	Iteration 49Q: 3 clusters Score -2593802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2593799.250000 Penalty: 4912.427246
	Iteration 50Q: 3 clusters Score -2593799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2593802.750000 Penalty: 4912.427246
	Iteration 51Q: 3 clusters Score -2593803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2593807.250000 Penalty: 4912.427246
	Iteration 52Q: 3 clusters Score -2593807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2593814.250000 Penalty: 4912.427246
	Iteration 53Q: 3 clusters Score -2593814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2593814.750000 Penalty: 4912.427246
	Iteration 54Q: 3 clusters Score -2593815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2593822.750000 Penalty: 4912.427246
	Iteration 55Q: 3 clusters Score -2593823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2593826.750000 Penalty: 4912.427246
	Iteration 56Q: 3 clusters Score -2593827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2593829.500000 Penalty: 4912.427246
	Iteration 57Q: 3 clusters Score -2593830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2593832.750000 Penalty: 4912.427246
	Iteration 58Q: 3 clusters Score -2593833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2593830.750000 Penalty: 4912.427246
	Iteration 59Q: 3 clusters Score -2593831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2593834.750000 Penalty: 4912.427246
	Iteration 60F: 3 clusters Score -2593835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2593834.250000 Penalty: 4912.427246
	Iteration 61Q: 3 clusters Score -2593834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2593838.750000 Penalty: 4912.427246
	Iteration 62Q: 3 clusters Score -2593839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2593852.750000 Penalty: 4912.427246
	Iteration 63Q: 3 clusters Score -2593853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2593856.000000 Penalty: 4912.427246
	Iteration 64Q: 3 clusters Score -2593856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2593853.000000 Penalty: 4912.427246
	Iteration 65Q: 3 clusters Score -2593853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2593855.250000 Penalty: 4912.427246
	Iteration 66Q: 3 clusters Score -2593855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2593859.000000 Penalty: 4912.427246
	Iteration 67Q: 3 clusters Score -2593859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2593858.250000 Penalty: 4912.427246
	Iteration 68Q: 3 clusters Score -2593858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2593865.750000 Penalty: 4912.427246
	Iteration 69Q: 3 clusters Score -2593866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2593869.500000 Penalty: 4912.427246
	Iteration 70Q: 3 clusters Score -2593870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2593870.500000 Penalty: 4912.427246
	Iteration 71Q: 3 clusters Score -2593870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2593869.250000 Penalty: 4912.427246
	Iteration 72Q: 3 clusters Score -2593869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2593866.750000 Penalty: 4912.427246
	Iteration 73Q: 3 clusters Score -2593867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2593865.750000 Penalty: 4912.427246
	Iteration 74Q: 3 clusters Score -2593866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2593880.250000 Penalty: 4912.427246
	Iteration 75Q: 3 clusters Score -2593880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2593889.750000 Penalty: 4912.427246
	Iteration 76Q: 3 clusters Score -2593890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2593886.500000 Penalty: 4912.427246
	Iteration 77Q: 3 clusters Score -2593886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2593895.500000 Penalty: 4912.427246
	Iteration 78Q: 3 clusters Score -2593896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2593899.250000 Penalty: 4912.427246
	Iteration 79Q: 3 clusters Score -2593899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2593902.000000 Penalty: 4912.427246
	Iteration 80F: 3 clusters Score -2593902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2593898.000000 Penalty: 4912.427246
	Iteration 81Q: 3 clusters Score -2593898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2593894.000000 Penalty: 4912.427246
	Iteration 82Q: 3 clusters Score -2593894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2593902.750000 Penalty: 4912.427246
	Iteration 83Q: 3 clusters Score -2593903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2593896.750000 Penalty: 4912.427246
	Iteration 84Q: 3 clusters Score -2593897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2593905.750000 Penalty: 4912.427246
	Iteration 85Q: 3 clusters Score -2593906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2593906.500000 Penalty: 4912.427246
	Iteration 86Q: 3 clusters Score -2593906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2593911.750000 Penalty: 4912.427246
	Iteration 87Q: 3 clusters Score -2593912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2593917.500000 Penalty: 4912.427246
	Iteration 88Q: 3 clusters Score -2593918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2593938.500000 Penalty: 4912.427246
	Iteration 89Q: 3 clusters Score -2593938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2593933.750000 Penalty: 4912.427246
	Iteration 90Q: 3 clusters Score -2593934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2593939.750000 Penalty: 4912.427246
	Iteration 91Q: 3 clusters Score -2593940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2593941.500000 Penalty: 4912.427246
	Iteration 92Q: 3 clusters Score -2593942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2593942.750000 Penalty: 4912.427246
	Iteration 93Q: 3 clusters Score -2593943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2593952.750000 Penalty: 4912.427246
	Iteration 94Q: 3 clusters Score -2593953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2593953.250000 Penalty: 4912.427246
	Iteration 95Q: 3 clusters Score -2593953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2593959.750000 Penalty: 4912.427246
	Iteration 96Q: 3 clusters Score -2593960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2593957.750000 Penalty: 4912.427246
	Iteration 97Q: 3 clusters Score -2593958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2593963.750000 Penalty: 4912.427246
	Iteration 98Q: 3 clusters Score -2593964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2593971.750000 Penalty: 4912.427246
	Iteration 99Q: 3 clusters Score -2593972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2593971.500000 Penalty: 4912.427246
	Iteration 100F: 3 clusters Score -2593972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2593974.750000 Penalty: 4912.427246
	Iteration 101Q: 3 clusters Score -2593975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2593982.000000 Penalty: 4912.427246
	Iteration 102Q: 3 clusters Score -2593982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2593986.500000 Penalty: 4912.427246
	Iteration 103Q: 3 clusters Score -2593986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2593989.000000 Penalty: 4912.427246
	Iteration 104Q: 3 clusters Score -2593989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2594001.250000 Penalty: 4912.427246
	Iteration 105Q: 3 clusters Score -2594001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2593991.500000 Penalty: 4912.427246
	Iteration 106Q: 3 clusters Score -2593992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2594002.000000 Penalty: 4912.427246
	Iteration 107Q: 3 clusters Score -2594002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2594012.750000 Penalty: 4912.427246
	Iteration 108Q: 3 clusters Score -2594013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2594013.750000 Penalty: 4912.427246
	Iteration 109Q: 3 clusters Score -2594014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2594015.000000 Penalty: 4912.427246
	Iteration 110Q: 3 clusters Score -2594015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2594012.750000 Penalty: 4912.427246
	Iteration 111Q: 3 clusters Score -2594013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2594013.250000 Penalty: 4912.427246
	Iteration 112Q: 3 clusters Score -2594013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2594013.000000 Penalty: 4912.427246
	Iteration 113Q: 3 clusters Score -2594013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2594018.500000 Penalty: 4912.427246
	Iteration 114Q: 3 clusters Score -2594018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2594025.250000 Penalty: 4912.427246
	Iteration 115Q: 3 clusters Score -2594025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2594018.000000 Penalty: 4912.427246
	Iteration 116Q: 3 clusters Score -2594018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2594025.000000 Penalty: 4912.427246
	Iteration 117Q: 3 clusters Score -2594025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2594026.250000 Penalty: 4912.427246
	Iteration 118Q: 3 clusters Score -2594026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2594026.500000 Penalty: 4912.427246
	Iteration 119Q: 3 clusters Score -2594026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2594031.500000 Penalty: 4912.427246
	Iteration 120F: 3 clusters Score -2594032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2594039.750000 Penalty: 4912.427246
	Iteration 121Q: 3 clusters Score -2594040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2594044.500000 Penalty: 4912.427246
	Iteration 122Q: 3 clusters Score -2594044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2594051.750000 Penalty: 4912.427246
	Iteration 123Q: 3 clusters Score -2594052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2594051.750000 Penalty: 4912.427246
	Iteration 124Q: 3 clusters Score -2594052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2594066.250000 Penalty: 4912.427246
	Iteration 125Q: 3 clusters Score -2594066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2594065.250000 Penalty: 4912.427246
	Iteration 126Q: 3 clusters Score -2594065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2594073.750000 Penalty: 4912.427246
	Iteration 127Q: 3 clusters Score -2594074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2594081.000000 Penalty: 4912.427246
	Iteration 128Q: 3 clusters Score -2594081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2594084.750000 Penalty: 4912.427246
	Iteration 129Q: 3 clusters Score -2594085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2594090.750000 Penalty: 4912.427246
	Iteration 130Q: 3 clusters Score -2594091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2594090.250000 Penalty: 4912.427246
	Iteration 131Q: 3 clusters Score -2594090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2594085.250000 Penalty: 4912.427246
	Iteration 132Q: 3 clusters Score -2594085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2594092.500000 Penalty: 4912.427246
	Iteration 133Q: 3 clusters Score -2594092 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2594096.500000 Penalty: 4912.427246
	Iteration 134Q: 3 clusters Score -2594096 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2594098 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2594107.250000 Penalty: 4912.427246
	Iteration 136Q: 3 clusters Score -2594107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2594116.000000 Penalty: 4912.427246
	Iteration 137Q: 3 clusters Score -2594116 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6401 members 
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Entering Unmasked Estep 
Score: -2594125.250000 Penalty: 4912.427246
	Iteration 138Q: 3 clusters Score -2594125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2594129.250000 Penalty: 4912.427246
	Iteration 139Q: 3 clusters Score -2594129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2594137.000000 Penalty: 4912.427246
	Iteration 140F: 3 clusters Score -2594137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2594143.000000 Penalty: 4912.427246
	Iteration 141Q: 3 clusters Score -2594143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2594149.500000 Penalty: 4912.427246
	Iteration 142Q: 3 clusters Score -2594150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2594155.000000 Penalty: 4912.427246
	Iteration 143Q: 3 clusters Score -2594155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2594163.000000 Penalty: 4912.427246
	Iteration 144Q: 3 clusters Score -2594163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2594167.500000 Penalty: 4912.427246
	Iteration 145Q: 3 clusters Score -2594168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2594183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2594183 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2594198.500000 Penalty: 4912.427246
	Iteration 148Q: 3 clusters Score -2594198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2594209.000000 Penalty: 4912.427246
	Iteration 149Q: 3 clusters Score -2594209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2594218.500000 Penalty: 4912.427246
	Iteration 150Q: 3 clusters Score -2594218 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2594220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2594215.500000 Penalty: 4912.427246
	Iteration 152Q: 3 clusters Score -2594216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2594239.250000 Penalty: 4912.427246
	Iteration 153Q: 3 clusters Score -2594239 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2594251 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2594258 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2594282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2594290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2594309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2594332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2594346 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2594361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2594386 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2594424.000000 Penalty: 4912.427246
	Iteration 163Q: 3 clusters Score -2594424 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2594454 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2594482 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4330 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2594507 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2594540 nChanged 104
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 15901 members 
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	Iteration 168Q: 3 clusters Score -2594562 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4011 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2594584 nChanged 111
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Mstep: Class 1 contains 3900 members 
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	Iteration 170Q: 3 clusters Score -2594610 nChanged 99
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2594641.250000 Penalty: 4912.427246
	Iteration 171Q: 3 clusters Score -2594641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2594662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2594682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2594701.250000 Penalty: 4912.427246
	Iteration 174Q: 3 clusters Score -2594701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2594720 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2594748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2594777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2594805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2594830.500000 Penalty: 4912.427246
	Iteration 179Q: 3 clusters Score -2594830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2594849.500000 Penalty: 4912.427246
	Iteration 180F: 3 clusters Score -2594850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2594880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2594910 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2594938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2594962 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2594979 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2595000.000000 Penalty: 4912.427246
	Iteration 186Q: 3 clusters Score -2595000 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2595022.250000 Penalty: 4912.427246
	Iteration 187Q: 3 clusters Score -2595022 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2595040 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2595072 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2595091.750000 Penalty: 4912.427246
	Iteration 190Q: 3 clusters Score -2595092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2595103.000000 Penalty: 4912.427246
	Iteration 191Q: 3 clusters Score -2595103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2595123.500000 Penalty: 4912.427246
	Iteration 192Q: 3 clusters Score -2595124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2595142.500000 Penalty: 4912.427246
	Iteration 193Q: 3 clusters Score -2595142 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2595146.500000 Penalty: 4912.427246
	Iteration 194Q: 3 clusters Score -2595146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2595163.250000 Penalty: 4912.427246
	Iteration 195Q: 3 clusters Score -2595163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2595183.250000 Penalty: 4912.427246
	Iteration 196Q: 3 clusters Score -2595183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2595196.250000 Penalty: 4912.427246
	Iteration 197Q: 3 clusters Score -2595196 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2595217.000000 Penalty: 4912.427246
	Iteration 198Q: 3 clusters Score -2595217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2595228.750000 Penalty: 4912.427246
	Iteration 199Q: 3 clusters Score -2595229 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2595242.000000 Penalty: 4912.427246
	Iteration 200F: 3 clusters Score -2595242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2595254.750000 Penalty: 4912.427246
	Iteration 201Q: 3 clusters Score -2595255 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2595265.500000 Penalty: 4912.427246
	Iteration 202Q: 3 clusters Score -2595266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2595266.000000 Penalty: 4912.427246
	Iteration 203Q: 3 clusters Score -2595266 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2595263.750000 Penalty: 4912.427246
	Iteration 204Q: 3 clusters Score -2595264 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2595269.500000 Penalty: 4912.427246
	Iteration 205Q: 3 clusters Score -2595270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2595276.250000 Penalty: 4912.427246
	Iteration 206Q: 3 clusters Score -2595276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2595273.000000 Penalty: 4912.427246
	Iteration 207Q: 3 clusters Score -2595273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2595282.000000 Penalty: 4912.427246
	Iteration 208Q: 3 clusters Score -2595282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2595285.000000 Penalty: 4912.427246
	Iteration 209Q: 3 clusters Score -2595285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2595286.000000 Penalty: 4912.427246
	Iteration 210Q: 3 clusters Score -2595286 nChanged 13
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Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2595286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2595285.500000 Penalty: 4912.427246
	Iteration 212Q: 3 clusters Score -2595286 nChanged 7
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2595284.750000 Penalty: 4912.427246
	Iteration 213Q: 3 clusters Score -2595285 nChanged 12
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Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2595288.750000 Penalty: 4912.427246
	Iteration 214Q: 3 clusters Score -2595289 nChanged 8
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2595295.000000 Penalty: 4912.427246
	Iteration 215Q: 3 clusters Score -2595295 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2595299.000000 Penalty: 4912.427246
	Iteration 216Q: 3 clusters Score -2595299 nChanged 5
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Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2595300 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2595303.000000 Penalty: 4912.427246
	Iteration 218Q: 3 clusters Score -2595303 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2595300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2595303.500000 Penalty: 4912.427246
	Iteration 220F: 3 clusters Score -2595304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2595306.750000 Penalty: 4912.427246
	Iteration 221Q: 3 clusters Score -2595307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2595308.500000 Penalty: 4912.427246
	Iteration 222Q: 3 clusters Score -2595308 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2595309.250000 Penalty: 4912.427246
	Iteration 223Q: 3 clusters Score -2595309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2595314.000000 Penalty: 4912.427246
	Iteration 224Q: 3 clusters Score -2595314 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2595317.000000 Penalty: 4912.427246
	Iteration 225Q: 3 clusters Score -2595317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2595314.500000 Penalty: 4912.427246
	Iteration 226Q: 3 clusters Score -2595314 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2595325.250000 Penalty: 4912.427246
	Iteration 227Q: 3 clusters Score -2595325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2595334.250000 Penalty: 4912.427246
	Iteration 228Q: 3 clusters Score -2595334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2595332.000000 Penalty: 4912.427246
	Iteration 229Q: 3 clusters Score -2595332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2595343.500000 Penalty: 4912.427246
	Iteration 230Q: 3 clusters Score -2595344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2595339.500000 Penalty: 4912.427246
	Iteration 231Q: 3 clusters Score -2595340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2595337.750000 Penalty: 4912.427246
	Iteration 232Q: 3 clusters Score -2595338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2595345.500000 Penalty: 4912.427246
	Iteration 233Q: 3 clusters Score -2595346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2595343.500000 Penalty: 4912.427246
	Iteration 234Q: 3 clusters Score -2595344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2595350.750000 Penalty: 4912.427246
	Iteration 235Q: 3 clusters Score -2595351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2595356.500000 Penalty: 4912.427246
	Iteration 236Q: 3 clusters Score -2595356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2595361.750000 Penalty: 4912.427246
	Iteration 237Q: 3 clusters Score -2595362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2595361.500000 Penalty: 4912.427246
	Iteration 238Q: 3 clusters Score -2595362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2595363.750000 Penalty: 4912.427246
	Iteration 239Q: 3 clusters Score -2595364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2595367.250000 Penalty: 4912.427246
	Iteration 240F: 3 clusters Score -2595367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2595369.750000 Penalty: 4912.427246
	Iteration 241Q: 3 clusters Score -2595370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2595372.250000 Penalty: 4912.427246
	Iteration 242Q: 3 clusters Score -2595372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2595371.250000 Penalty: 4912.427246
	Iteration 243Q: 3 clusters Score -2595371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2595378.000000 Penalty: 4912.427246
	Iteration 244Q: 3 clusters Score -2595378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2595382.750000 Penalty: 4912.427246
	Iteration 245Q: 3 clusters Score -2595383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2595390.250000 Penalty: 4912.427246
	Iteration 246Q: 3 clusters Score -2595390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2595388.750000 Penalty: 4912.427246
	Iteration 247Q: 3 clusters Score -2595389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2595398.500000 Penalty: 4912.427246
	Iteration 248Q: 3 clusters Score -2595398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2595392.250000 Penalty: 4912.427246
	Iteration 249Q: 3 clusters Score -2595392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2595393.250000 Penalty: 4912.427246
	Iteration 250Q: 3 clusters Score -2595393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2595401.500000 Penalty: 4912.427246
	Iteration 251Q: 3 clusters Score -2595402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2595401.750000 Penalty: 4912.427246
	Iteration 252Q: 3 clusters Score -2595402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2595401.250000 Penalty: 4912.427246
	Iteration 253Q: 3 clusters Score -2595401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2595399.500000 Penalty: 4912.427246
	Iteration 254Q: 3 clusters Score -2595400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2595406.750000 Penalty: 4912.427246
	Iteration 255Q: 3 clusters Score -2595407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2595411.250000 Penalty: 4912.427246
	Iteration 256Q: 3 clusters Score -2595411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2595412.250000 Penalty: 4912.427246
	Iteration 257Q: 3 clusters Score -2595412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2595416.250000 Penalty: 4912.427246
	Iteration 258Q: 3 clusters Score -2595416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2595418.000000 Penalty: 4912.427246
	Iteration 259Q: 3 clusters Score -2595418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2595421.500000 Penalty: 4912.427246
	Iteration 260F: 3 clusters Score -2595422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2595423.750000 Penalty: 4912.427246
	Iteration 261Q: 3 clusters Score -2595424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2595420.000000 Penalty: 4912.427246
	Iteration 262Q: 3 clusters Score -2595420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2595422.750000 Penalty: 4912.427246
	Iteration 263Q: 3 clusters Score -2595423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2595434.250000 Penalty: 4912.427246
	Iteration 264Q: 3 clusters Score -2595434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2595437.250000 Penalty: 4912.427246
	Iteration 265Q: 3 clusters Score -2595437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2595445.500000 Penalty: 4912.427246
	Iteration 266Q: 3 clusters Score -2595446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2595449.750000 Penalty: 4912.427246
	Iteration 267Q: 3 clusters Score -2595450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2595455.750000 Penalty: 4912.427246
	Iteration 268Q: 3 clusters Score -2595456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2595458.500000 Penalty: 4912.427246
	Iteration 269Q: 3 clusters Score -2595458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2595461.000000 Penalty: 4912.427246
	Iteration 270Q: 3 clusters Score -2595461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2595460.000000 Penalty: 4912.427246
	Iteration 271Q: 3 clusters Score -2595460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2595464.750000 Penalty: 4912.427246
	Iteration 272Q: 3 clusters Score -2595465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2595465.000000 Penalty: 4912.427246
	Iteration 273Q: 3 clusters Score -2595465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2595464.250000 Penalty: 4912.427246
	Iteration 274Q: 3 clusters Score -2595464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2595466.000000 Penalty: 4912.427246
	Iteration 275Q: 3 clusters Score -2595466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2595465.250000 Penalty: 4912.427246
	Iteration 276Q: 3 clusters Score -2595465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2595472.000000 Penalty: 4912.427246
	Iteration 277Q: 3 clusters Score -2595472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2595469.250000 Penalty: 4912.427246
	Iteration 278Q: 3 clusters Score -2595469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2595469.500000 Penalty: 4912.427246
	Iteration 279Q: 3 clusters Score -2595470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2595470.000000 Penalty: 4912.427246
	Iteration 280F: 3 clusters Score -2595470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2595470.000000 Penalty: 4912.427246
	Iteration 281Q: 3 clusters Score -2595470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2595467.500000 Penalty: 4912.427246
	Iteration 282Q: 3 clusters Score -2595468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2595469.500000 Penalty: 4912.427246
	Iteration 283Q: 3 clusters Score -2595470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2595469.000000 Penalty: 4912.427246
	Iteration 284Q: 3 clusters Score -2595469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2595475.000000 Penalty: 4912.427246
	Iteration 285Q: 3 clusters Score -2595475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2595478.250000 Penalty: 4912.427246
	Iteration 286Q: 3 clusters Score -2595478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2595481.750000 Penalty: 4912.427246
	Iteration 287Q: 3 clusters Score -2595482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2595481.500000 Penalty: 4912.427246
	Iteration 288Q: 3 clusters Score -2595482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2595481.250000 Penalty: 4912.427246
	Iteration 289Q: 3 clusters Score -2595481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2595484.250000 Penalty: 4912.427246
	Iteration 290Q: 3 clusters Score -2595484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2595491.750000 Penalty: 4912.427246
	Iteration 291Q: 3 clusters Score -2595492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2595497.250000 Penalty: 4912.427246
	Iteration 292Q: 3 clusters Score -2595497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2595496.000000 Penalty: 4912.427246
	Iteration 293Q: 3 clusters Score -2595496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2595498.750000 Penalty: 4912.427246
	Iteration 294Q: 3 clusters Score -2595499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2595498.500000 Penalty: 4912.427246
	Iteration 295Q: 3 clusters Score -2595498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2595505.000000 Penalty: 4912.427246
	Iteration 296Q: 3 clusters Score -2595505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2595504.250000 Penalty: 4912.427246
	Iteration 297Q: 3 clusters Score -2595504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2595507.000000 Penalty: 4912.427246
	Iteration 298Q: 3 clusters Score -2595507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2595507.000000 Penalty: 4912.427246
	Iteration 299F: 3 clusters Score -2595507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2268746.000000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -2268746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2256328.500000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -2256328 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2260299.250000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -2260299 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2260665.500000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -2260666 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2260968.250000 Penalty: 4844.876953
	Iteration 3Q: 3 clusters Score -2260968 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2261260.750000 Penalty: 4844.876953
	Iteration 4Q: 3 clusters Score -2261261 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2261587.500000 Penalty: 4844.876953
	Iteration 5Q: 3 clusters Score -2261588 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2262036.750000 Penalty: 4844.876953
	Iteration 6Q: 3 clusters Score -2262037 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2262575.500000 Penalty: 4844.876953
	Iteration 7Q: 3 clusters Score -2262576 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2263211.250000 Penalty: 4844.876953
	Iteration 8F: 3 clusters Score -2263211 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2263969.500000 Penalty: 4844.876953
	Iteration 9F: 3 clusters Score -2263970 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2264723.000000 Penalty: 4844.876953
	Iteration 10F: 3 clusters Score -2264723 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2265380.500000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -2265380 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2265924.500000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -2265924 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2266235.250000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -2266235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2266405.750000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -2266406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2266500.500000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -2266500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2266558.750000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -2266559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2266591.500000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -2266592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2266600.750000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -2266601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2266622.000000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -2266622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2266625.000000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -2266625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2266627.000000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -2266627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2266629.250000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -2266629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2266630.000000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -2266630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2266635.500000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -2266636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2266635.500000 Penalty: 4844.876953
	Iteration 25F: 3 clusters Score -2266636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -61293.148438 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -61293.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59785.964844 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -59785.96 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60063.433594 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -60063.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60240.527344 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -60240.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60400.007812 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -60400.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60563.824219 Penalty: 3135.992188
	Iteration 4F: 3 clusters Score -60563.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60760.289062 Penalty: 3135.992188
	Iteration 5F: 3 clusters Score -60760.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60851.812500 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -60851.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60909.773438 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -60909.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60948.832031 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -60948.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60972.082031 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -60972.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60989.687500 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -60989.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60999.050781 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -60999.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61001.929688 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -61001.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61004.363281 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -61004.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61013.492188 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -61013.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61019.429688 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -61019.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61022.035156 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -61022.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61022.035156 Penalty: 3135.992188
	Iteration 17F: 3 clusters Score -61022.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -703867.250000 Penalty: 2147.398682
	Iteration 0F: 2 clusters Score -703867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -698861.812500 Penalty: 4294.797363
	Iteration 0F: 3 clusters Score -698861.8 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -700090.687500 Penalty: 4294.797363
	Iteration 1F: 3 clusters Score -700090.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -700295.937500 Penalty: 4294.797363
	Iteration 2F: 3 clusters Score -700295.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -700450.437500 Penalty: 4294.797363
	Iteration 3F: 3 clusters Score -700450.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -700567.812500 Penalty: 4294.797363
	Iteration 4Q: 3 clusters Score -700567.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -700709.375000 Penalty: 4294.797363
	Iteration 5Q: 3 clusters Score -700709.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -700919.625000 Penalty: 4294.797363
	Iteration 6Q: 3 clusters Score -700919.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -701175.437500 Penalty: 4294.797363
	Iteration 7F: 3 clusters Score -701175.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -701464.125000 Penalty: 4294.797363
	Iteration 8F: 3 clusters Score -701464.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -701744.937500 Penalty: 4294.797363
	Iteration 9F: 3 clusters Score -701744.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -701963.750000 Penalty: 4294.797363
	Iteration 10Q: 3 clusters Score -701963.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -702130.625000 Penalty: 4294.797363
	Iteration 11Q: 3 clusters Score -702130.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -702238.625000 Penalty: 4294.797363
	Iteration 12Q: 3 clusters Score -702238.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -702313.312500 Penalty: 4294.797363
	Iteration 13Q: 3 clusters Score -702313.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -702362.375000 Penalty: 4294.797363
	Iteration 14Q: 3 clusters Score -702362.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -702398.125000 Penalty: 4294.797363
	Iteration 15Q: 3 clusters Score -702398.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -702425.875000 Penalty: 4294.797363
	Iteration 16Q: 3 clusters Score -702425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -702443.812500 Penalty: 4294.797363
	Iteration 17Q: 3 clusters Score -702443.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -702469.062500 Penalty: 4294.797363
	Iteration 18Q: 3 clusters Score -702469.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -702490.375000 Penalty: 4294.797363
	Iteration 19Q: 3 clusters Score -702490.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -702507.937500 Penalty: 4294.797363
	Iteration 20F: 3 clusters Score -702507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -702519.437500 Penalty: 4294.797363
	Iteration 21Q: 3 clusters Score -702519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -702523.125000 Penalty: 4294.797363
	Iteration 22Q: 3 clusters Score -702523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -702527.250000 Penalty: 4294.797363
	Iteration 23Q: 3 clusters Score -702527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -702532.562500 Penalty: 4294.797363
	Iteration 24Q: 3 clusters Score -702532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -702537.000000 Penalty: 4294.797363
	Iteration 25Q: 3 clusters Score -702537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -702541.562500 Penalty: 4294.797363
	Iteration 26Q: 3 clusters Score -702541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -702543.125000 Penalty: 4294.797363
	Iteration 27Q: 3 clusters Score -702543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -702546.125000 Penalty: 4294.797363
	Iteration 28Q: 3 clusters Score -702546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -702547.562500 Penalty: 4294.797363
	Iteration 29Q: 3 clusters Score -702547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -702551.062500 Penalty: 4294.797363
	Iteration 30Q: 3 clusters Score -702551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -702558.000000 Penalty: 4294.797363
	Iteration 31Q: 3 clusters Score -702558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -702561.812500 Penalty: 4294.797363
	Iteration 32Q: 3 clusters Score -702561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -702564.062500 Penalty: 4294.797363
	Iteration 33Q: 3 clusters Score -702564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -702565.250000 Penalty: 4294.797363
	Iteration 34Q: 3 clusters Score -702565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -702567.750000 Penalty: 4294.797363
	Iteration 35Q: 3 clusters Score -702567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -702568.812500 Penalty: 4294.797363
	Iteration 36Q: 3 clusters Score -702568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -702572.000000 Penalty: 4294.797363
	Iteration 37Q: 3 clusters Score -702572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -702574.062500 Penalty: 4294.797363
	Iteration 38Q: 3 clusters Score -702574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -702575.937500 Penalty: 4294.797363
	Iteration 39Q: 3 clusters Score -702575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -702575.937500 Penalty: 4294.797363
	Iteration 40F: 3 clusters Score -702575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Entering Unmasked Estep 
Score: -6023917.500000 Penalty: 2665.414062
	Iteration 0F: 2 clusters Score -6023918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5992631.000000 Penalty: 5330.828125
	Iteration 0F: 3 clusters Score -5992631 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6004331.000000 Penalty: 5330.828125
	Iteration 1F: 3 clusters Score -6004331 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -6005129.500000 Penalty: 5330.828125
	Iteration 2Q: 3 clusters Score -6005130 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -6006023.000000 Penalty: 5330.828125
	Iteration 3Q: 3 clusters Score -6006023 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -6007363.000000 Penalty: 5330.828125
	Iteration 4F: 3 clusters Score -6007363 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -6009442.500000 Penalty: 5330.828125
	Iteration 5F: 3 clusters Score -6009442 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -6012508.000000 Penalty: 5330.828125
	Iteration 6F: 3 clusters Score -6012508 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -6016162.500000 Penalty: 5330.828125
	Iteration 7F: 3 clusters Score -6016162 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6019015.000000 Penalty: 5330.828125
	Iteration 8F: 3 clusters Score -6019015 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -6020524.500000 Penalty: 5330.828125
	Iteration 9Q: 3 clusters Score -6020524 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6021070.000000 Penalty: 5330.828125
	Iteration 10Q: 3 clusters Score -6021070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -6021283.500000 Penalty: 5330.828125
	Iteration 11Q: 3 clusters Score -6021284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6021382.500000 Penalty: 5330.828125
	Iteration 12Q: 3 clusters Score -6021382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6021435.500000 Penalty: 5330.828125
	Iteration 13Q: 3 clusters Score -6021436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6021457.000000 Penalty: 5330.828125
	Iteration 14Q: 3 clusters Score -6021457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6021471.500000 Penalty: 5330.828125
	Iteration 15Q: 3 clusters Score -6021472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6021490.500000 Penalty: 5330.828125
	Iteration 16Q: 3 clusters Score -6021490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6021500.000000 Penalty: 5330.828125
	Iteration 17Q: 3 clusters Score -6021500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6021520.000000 Penalty: 5330.828125
	Iteration 18Q: 3 clusters Score -6021520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6021534.000000 Penalty: 5330.828125
	Iteration 19Q: 3 clusters Score -6021534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -6021542.500000 Penalty: 5330.828125
	Iteration 20F: 3 clusters Score -6021542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6021548.000000 Penalty: 5330.828125
	Iteration 21Q: 3 clusters Score -6021548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6021551.500000 Penalty: 5330.828125
	Iteration 22Q: 3 clusters Score -6021552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -6021557.500000 Penalty: 5330.828125
	Iteration 23Q: 3 clusters Score -6021558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6021553.500000 Penalty: 5330.828125
	Iteration 24Q: 3 clusters Score -6021554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6021553.500000 Penalty: 5330.828125
	Iteration 25F: 3 clusters Score -6021554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 49552 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 63244 members 
Mstep: Class 9 contains 226923 members 
Mstep: Class 11 contains 57323 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 22274 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 46520 members 
Entering Unmasked Estep 
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Iteration 79Q: 24 clusters Score -1.16058e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 115324 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 19136 members 
Mstep: Class 8 contains 62864 members 
Mstep: Class 9 contains 226846 members 
Mstep: Class 10 contains 235021 members 
Mstep: Class 11 contains 57280 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 10809 members 
Mstep: Class 16 contains 22854 members 
Mstep: Class 17 contains 20068 members 
Mstep: Class 18 contains 17500 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 24 clusters Score -1.1606e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 115453 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 49679 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 62409 members 
Mstep: Class 9 contains 226581 members 
Mstep: Class 10 contains 235171 members 
Mstep: Class 11 contains 57233 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 16 contains 23187 members 
Mstep: Class 17 contains 20101 members 
Mstep: Class 18 contains 17521 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 5756 members 
Mstep: Class 21 contains 46373 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
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Iteration 81Q: 24 clusters Score -1.160614e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 115577 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 49737 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 61997 members 
Mstep: Class 9 contains 226450 members 
Mstep: Class 10 contains 235382 members 
Mstep: Class 11 contains 57174 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 23430 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 18 contains 17535 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 20 contains 5751 members 
Mstep: Class 21 contains 46254 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 1444 members 
Entering Unmasked Estep 
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Iteration 82Q: 24 clusters Score -1.160618e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 115657 members 
Mstep: Class 3 contains 18701 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 49779 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 61587 members 
Mstep: Class 9 contains 226449 members 
Mstep: Class 10 contains 235615 members 
Mstep: Class 11 contains 57119 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 23587 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 17562 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5746 members 
Mstep: Class 21 contains 46177 members 
Mstep: Class 22 contains 1855 members 
Mstep: Class 23 contains 1477 members 
Entering Unmasked Estep 
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Iteration 83Q: 24 clusters Score -1.160621e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 115787 members 
Mstep: Class 3 contains 18301 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 49816 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 61172 members 
Mstep: Class 9 contains 226501 members 
Mstep: Class 10 contains 235809 members 
Mstep: Class 11 contains 57074 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 10613 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 17 contains 20249 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 46156 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 1508 members 
Entering Unmasked Estep 
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Iteration 84Q: 24 clusters Score -1.160624e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 115901 members 
Mstep: Class 3 contains 17942 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49847 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 60763 members 
Mstep: Class 9 contains 226575 members 
Mstep: Class 10 contains 236055 members 
Mstep: Class 11 contains 57024 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 23795 members 
Mstep: Class 17 contains 20299 members 
Mstep: Class 18 contains 17606 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 46133 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 1531 members 
Entering Unmasked Estep 
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Iteration 85Q: 24 clusters Score -1.160624e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 116021 members 
Mstep: Class 3 contains 17625 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49856 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 60328 members 
Mstep: Class 9 contains 226684 members 
Mstep: Class 10 contains 236268 members 
Mstep: Class 11 contains 56989 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 23868 members 
Mstep: Class 17 contains 20362 members 
Mstep: Class 18 contains 17636 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 46117 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 1556 members 
Entering Unmasked Estep 
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Iteration 86Q: 24 clusters Score -1.160627e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 116136 members 
Mstep: Class 3 contains 17302 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49860 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 59918 members 
Mstep: Class 9 contains 226873 members 
Mstep: Class 10 contains 236435 members 
Mstep: Class 11 contains 56933 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 20417 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 46122 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1567 members 
Entering Unmasked Estep 
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Iteration 87Q: 24 clusters Score -1.160629e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 116254 members 
Mstep: Class 3 contains 16990 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49876 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 59496 members 
Mstep: Class 9 contains 227027 members 
Mstep: Class 10 contains 236599 members 
Mstep: Class 11 contains 56907 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 933 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 24010 members 
Mstep: Class 17 contains 20469 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 46121 members 
Mstep: Class 22 contains 1957 members 
Mstep: Class 23 contains 1584 members 
Entering Unmasked Estep 
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Iteration 88Q: 24 clusters Score -1.160633e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 116385 members 
Mstep: Class 3 contains 16706 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49886 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 8 contains 59063 members 
Mstep: Class 9 contains 227221 members 
Mstep: Class 10 contains 236742 members 
Mstep: Class 11 contains 56874 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 20538 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 46119 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1600 members 
Entering Unmasked Estep 
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Iteration 89Q: 24 clusters Score -1.160634e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 116527 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49892 members 
Mstep: Class 7 contains 19143 members 
Mstep: Class 8 contains 58654 members 
Mstep: Class 9 contains 227421 members 
Mstep: Class 10 contains 236901 members 
Mstep: Class 11 contains 56836 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 20589 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 46122 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 1611 members 
Entering Unmasked Estep 
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Iteration 90Q: 24 clusters Score -1.160636e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 116663 members 
Mstep: Class 3 contains 16228 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49906 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 8 contains 58237 members 
Mstep: Class 9 contains 227636 members 
Mstep: Class 10 contains 237031 members 
Mstep: Class 11 contains 56796 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10335 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 20638 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 46132 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1622 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -1.160638e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 116795 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49940 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 57847 members 
Mstep: Class 9 contains 227866 members 
Mstep: Class 10 contains 237123 members 
Mstep: Class 11 contains 56743 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 20689 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 46134 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1635 members 
Entering Unmasked Estep 
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Iteration 92Q: 24 clusters Score -1.160641e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 116913 members 
Mstep: Class 3 contains 15906 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49966 members 
Mstep: Class 7 contains 19173 members 
Mstep: Class 8 contains 57482 members 
Mstep: Class 9 contains 228064 members 
Mstep: Class 10 contains 237193 members 
Mstep: Class 11 contains 56706 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 24151 members 
Mstep: Class 17 contains 20748 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 46146 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1640 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -1.16064e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 117014 members 
Mstep: Class 3 contains 15784 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 49999 members 
Mstep: Class 7 contains 19175 members 
Mstep: Class 8 contains 57157 members 
Mstep: Class 9 contains 228260 members 
Mstep: Class 10 contains 237250 members 
Mstep: Class 11 contains 56666 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10203 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 20806 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 46151 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1644 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.160641e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 117116 members 
Mstep: Class 3 contains 15673 members 
Mstep: Class 4 contains 2269 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50036 members 
Mstep: Class 7 contains 19189 members 
Mstep: Class 8 contains 56782 members 
Mstep: Class 9 contains 228508 members 
Mstep: Class 10 contains 237288 members 
Mstep: Class 11 contains 56628 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10161 members 
Mstep: Class 16 contains 24185 members 
Mstep: Class 17 contains 20864 members 
Mstep: Class 18 contains 17742 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5701 members 
Mstep: Class 21 contains 46153 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1646 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.160641e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 117231 members 
Mstep: Class 3 contains 15558 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50072 members 
Mstep: Class 7 contains 19196 members 
Mstep: Class 8 contains 56417 members 
Mstep: Class 9 contains 228744 members 
Mstep: Class 10 contains 237350 members 
Mstep: Class 11 contains 56581 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 24194 members 
Mstep: Class 17 contains 20914 members 
Mstep: Class 18 contains 17743 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5698 members 
Mstep: Class 21 contains 46148 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1647 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.16064e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 117354 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50098 members 
Mstep: Class 7 contains 19197 members 
Mstep: Class 8 contains 56039 members 
Mstep: Class 9 contains 228993 members 
Mstep: Class 10 contains 237384 members 
Mstep: Class 11 contains 56535 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10103 members 
Mstep: Class 16 contains 24204 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 17753 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 46136 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1649 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.160639e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 117473 members 
Mstep: Class 3 contains 15361 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50100 members 
Mstep: Class 7 contains 19200 members 
Mstep: Class 8 contains 55648 members 
Mstep: Class 9 contains 229251 members 
Mstep: Class 10 contains 237434 members 
Mstep: Class 11 contains 56504 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10081 members 
Mstep: Class 16 contains 24218 members 
Mstep: Class 17 contains 21036 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 46136 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1650 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.160638e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 117605 members 
Mstep: Class 3 contains 15288 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50113 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 55255 members 
Mstep: Class 9 contains 229491 members 
Mstep: Class 10 contains 237467 members 
Mstep: Class 11 contains 56468 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 10056 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 21107 members 
Mstep: Class 18 contains 17790 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 46127 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1652 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.160637e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 117722 members 
Mstep: Class 3 contains 15231 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50143 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 54863 members 
Mstep: Class 9 contains 229733 members 
Mstep: Class 10 contains 237492 members 
Mstep: Class 11 contains 56426 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 21167 members 
Mstep: Class 18 contains 17806 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 46125 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1653 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.160638e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 117824 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50178 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 54469 members 
Mstep: Class 9 contains 229988 members 
Mstep: Class 10 contains 237517 members 
Mstep: Class 11 contains 56390 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9988 members 
Mstep: Class 16 contains 24236 members 
Mstep: Class 17 contains 21231 members 
Mstep: Class 18 contains 17821 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 46119 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1657 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.160638e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 117960 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50215 members 
Mstep: Class 7 contains 19205 members 
Mstep: Class 8 contains 54084 members 
Mstep: Class 9 contains 230236 members 
Mstep: Class 10 contains 237534 members 
Mstep: Class 11 contains 56344 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9954 members 
Mstep: Class 16 contains 24245 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 46109 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1662 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.160636e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 118076 members 
Mstep: Class 3 contains 14904 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50255 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 53681 members 
Mstep: Class 9 contains 230483 members 
Mstep: Class 10 contains 237577 members 
Mstep: Class 11 contains 56307 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 17850 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 46103 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1667 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.160637e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 118198 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 2273 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50283 members 
Mstep: Class 7 contains 19193 members 
Mstep: Class 8 contains 53311 members 
Mstep: Class 9 contains 230738 members 
Mstep: Class 10 contains 237620 members 
Mstep: Class 11 contains 56271 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 24280 members 
Mstep: Class 17 contains 21349 members 
Mstep: Class 18 contains 17854 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 46090 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1669 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.160638e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 118309 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50310 members 
Mstep: Class 7 contains 19198 members 
Mstep: Class 8 contains 52907 members 
Mstep: Class 9 contains 231031 members 
Mstep: Class 10 contains 237659 members 
Mstep: Class 11 contains 56231 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 21396 members 
Mstep: Class 18 contains 17853 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 46088 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1670 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.16064e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 118409 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50331 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 52512 members 
Mstep: Class 9 contains 231345 members 
Mstep: Class 10 contains 237707 members 
Mstep: Class 11 contains 56193 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 24279 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 17857 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 46082 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1672 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.16064e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 118514 members 
Mstep: Class 3 contains 14472 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50342 members 
Mstep: Class 7 contains 19207 members 
Mstep: Class 8 contains 52142 members 
Mstep: Class 9 contains 231625 members 
Mstep: Class 10 contains 237743 members 
Mstep: Class 11 contains 56157 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9844 members 
Mstep: Class 16 contains 24279 members 
Mstep: Class 17 contains 21469 members 
Mstep: Class 18 contains 17866 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 46087 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.160641e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 118620 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50348 members 
Mstep: Class 7 contains 19206 members 
Mstep: Class 8 contains 51786 members 
Mstep: Class 9 contains 231898 members 
Mstep: Class 10 contains 237798 members 
Mstep: Class 11 contains 56121 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9827 members 
Mstep: Class 16 contains 24286 members 
Mstep: Class 17 contains 21493 members 
Mstep: Class 18 contains 17870 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 46085 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.16064e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 118737 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 2282 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50354 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 51408 members 
Mstep: Class 9 contains 232169 members 
Mstep: Class 10 contains 237843 members 
Mstep: Class 11 contains 56084 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9814 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 17 contains 21525 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 46076 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.16064e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 118827 members 
Mstep: Class 3 contains 14197 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50361 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 51046 members 
Mstep: Class 9 contains 232444 members 
Mstep: Class 10 contains 237896 members 
Mstep: Class 11 contains 56055 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 24305 members 
Mstep: Class 17 contains 21546 members 
Mstep: Class 18 contains 17880 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 46065 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -1.16064e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 118915 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50360 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 50702 members 
Mstep: Class 9 contains 232713 members 
Mstep: Class 10 contains 237927 members 
Mstep: Class 11 contains 56014 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 21570 members 
Mstep: Class 18 contains 17894 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5671 members 
Mstep: Class 21 contains 46062 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -1.16064e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 118975 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 19224 members 
Mstep: Class 8 contains 50361 members 
Mstep: Class 9 contains 232982 members 
Mstep: Class 10 contains 237953 members 
Mstep: Class 11 contains 55984 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9793 members 
Mstep: Class 16 contains 24327 members 
Mstep: Class 17 contains 21591 members 
Mstep: Class 18 contains 17911 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 46062 members 
Mstep: Class 22 contains 1971 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -1.16064e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 119045 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50384 members 
Mstep: Class 7 contains 19225 members 
Mstep: Class 8 contains 50020 members 
Mstep: Class 9 contains 233239 members 
Mstep: Class 10 contains 237996 members 
Mstep: Class 11 contains 55953 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 21605 members 
Mstep: Class 18 contains 17924 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 46060 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -1.16064e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 119111 members 
Mstep: Class 3 contains 13888 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 49660 members 
Mstep: Class 9 contains 233528 members 
Mstep: Class 10 contains 238039 members 
Mstep: Class 11 contains 55931 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 21625 members 
Mstep: Class 18 contains 17932 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 46052 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 114Q: 24 clusters Score -1.160641e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 119169 members 
Mstep: Class 3 contains 13816 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50399 members 
Mstep: Class 7 contains 19238 members 
Mstep: Class 8 contains 49324 members 
Mstep: Class 9 contains 233799 members 
Mstep: Class 10 contains 238065 members 
Mstep: Class 11 contains 55899 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 24366 members 
Mstep: Class 17 contains 21645 members 
Mstep: Class 18 contains 17940 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 46061 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 115Q: 24 clusters Score -1.160641e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 119235 members 
Mstep: Class 3 contains 13758 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50426 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 48976 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 238083 members 
Mstep: Class 11 contains 55885 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 24379 members 
Mstep: Class 17 contains 21658 members 
Mstep: Class 18 contains 17932 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 46062 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 116Q: 24 clusters Score -1.160641e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 119319 members 
Mstep: Class 3 contains 13693 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50442 members 
Mstep: Class 7 contains 19246 members 
Mstep: Class 8 contains 48625 members 
Mstep: Class 9 contains 234343 members 
Mstep: Class 10 contains 238087 members 
Mstep: Class 11 contains 55874 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 24384 members 
Mstep: Class 17 contains 21665 members 
Mstep: Class 18 contains 17937 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 46062 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 1676 members 
Entering Unmasked Estep 
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Iteration 117Q: 24 clusters Score -1.160642e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 119377 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50455 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 48259 members 
Mstep: Class 9 contains 234668 members 
Mstep: Class 10 contains 238093 members 
Mstep: Class 11 contains 55858 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9745 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 21678 members 
Mstep: Class 18 contains 17943 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 46051 members 
Mstep: Class 22 contains 1974 members 
Mstep: Class 23 contains 1676 members 
Entering Unmasked Estep 
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Iteration 118Q: 24 clusters Score -1.160641e+08 nChanged 847
Entering ConstructFrom: 
Score: -116064056.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (9357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Entering Unmasked Estep 
Score: -1192315.750000 Penalty: 2267.682129
	Iteration 0F: 2 clusters Score -1192316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1185041.625000 Penalty: 4535.364258
	Iteration 0F: 3 clusters Score -1185042 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1187052.125000 Penalty: 4535.364258
	Iteration 1F: 3 clusters Score -1187052 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1187312.000000 Penalty: 4535.364258
	Iteration 2F: 3 clusters Score -1187312 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1187501.125000 Penalty: 4535.364258
	Iteration 3Q: 3 clusters Score -1187501 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1187641.375000 Penalty: 4535.364258
	Iteration 4Q: 3 clusters Score -1187641 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1187776.250000 Penalty: 4535.364258
	Iteration 5Q: 3 clusters Score -1187776 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1187911.500000 Penalty: 4535.364258
	Iteration 6Q: 3 clusters Score -1187912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1188047.875000 Penalty: 4535.364258
	Iteration 7Q: 3 clusters Score -1188048 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1188197.500000 Penalty: 4535.364258
	Iteration 8Q: 3 clusters Score -1188198 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1188388.875000 Penalty: 4535.364258
	Iteration 9Q: 3 clusters Score -1188389 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1188608.000000 Penalty: 4535.364258
	Iteration 10Q: 3 clusters Score -1188608 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1188882.375000 Penalty: 4535.364258
	Iteration 11Q: 3 clusters Score -1188882 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1189196.250000 Penalty: 4535.364258
	Iteration 12Q: 3 clusters Score -1189196 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1189536.000000 Penalty: 4535.364258
	Iteration 13Q: 3 clusters Score -1189536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1189822.750000 Penalty: 4535.364258
	Iteration 14Q: 3 clusters Score -1189823 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1190045.000000 Penalty: 4535.364258
	Iteration 15Q: 3 clusters Score -1190045 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1190219.750000 Penalty: 4535.364258
	Iteration 16Q: 3 clusters Score -1190220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1190374.125000 Penalty: 4535.364258
	Iteration 17Q: 3 clusters Score -1190374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1190482.250000 Penalty: 4535.364258
	Iteration 18Q: 3 clusters Score -1190482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1190567.750000 Penalty: 4535.364258
	Iteration 19Q: 3 clusters Score -1190568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1190633.750000 Penalty: 4535.364258
	Iteration 20F: 3 clusters Score -1190634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1190695.125000 Penalty: 4535.364258
	Iteration 21Q: 3 clusters Score -1190695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1190738.250000 Penalty: 4535.364258
	Iteration 22Q: 3 clusters Score -1190738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1190776.500000 Penalty: 4535.364258
	Iteration 23Q: 3 clusters Score -1190776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1190809.000000 Penalty: 4535.364258
	Iteration 24Q: 3 clusters Score -1190809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1190824.625000 Penalty: 4535.364258
	Iteration 25Q: 3 clusters Score -1190825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1190830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1190840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1190850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1190858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1190871.000000 Penalty: 4535.364258
	Iteration 30Q: 3 clusters Score -1190871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1190879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1190880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1190881.375000 Penalty: 4535.364258
	Iteration 33Q: 3 clusters Score -1190881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1190885.125000 Penalty: 4535.364258
	Iteration 34Q: 3 clusters Score -1190885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1190885.875000 Penalty: 4535.364258
	Iteration 35Q: 3 clusters Score -1190886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1190885.875000 Penalty: 4535.364258
	Iteration 36F: 3 clusters Score -1190886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (119424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Entering Unmasked Estep 
Score: -15338709.000000 Penalty: 2899.228027
	Iteration 0F: 2 clusters Score -1.533871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -15258867.000000 Penalty: 5798.456055
	Iteration 0F: 3 clusters Score -1.525887e+07 nChanged 56837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -15291701.000000 Penalty: 5798.456055
	Iteration 1F: 3 clusters Score -1.52917e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -15292587.000000 Penalty: 5798.456055
	Iteration 2Q: 3 clusters Score -1.529259e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -15293683.000000 Penalty: 5798.456055
	Iteration 3Q: 3 clusters Score -1.529368e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -15295344.000000 Penalty: 5798.456055
	Iteration 4Q: 3 clusters Score -1.529534e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -15298242.000000 Penalty: 5798.456055
	Iteration 5F: 3 clusters Score -1.529824e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -15303468.000000 Penalty: 5798.456055
	Iteration 6F: 3 clusters Score -1.530347e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -15311931.000000 Penalty: 5798.456055
	Iteration 7F: 3 clusters Score -1.531193e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -15322024.000000 Penalty: 5798.456055
	Iteration 8F: 3 clusters Score -1.532202e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 111653 members 
Entering Unmasked Estep 
Score: -15329632.000000 Penalty: 5798.456055
	Iteration 9F: 3 clusters Score -1.532963e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 115789 members 
Entering Unmasked Estep 
Score: -15333616.000000 Penalty: 5798.456055
	Iteration 10Q: 3 clusters Score -1.533362e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 117500 members 
Entering Unmasked Estep 
Score: -15335034.000000 Penalty: 5798.456055
	Iteration 11Q: 3 clusters Score -1.533503e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -15335683.000000 Penalty: 5798.456055
	Iteration 12Q: 3 clusters Score -1.533568e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -15336013.000000 Penalty: 5798.456055
	Iteration 13Q: 3 clusters Score -1.533601e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 118563 members 
Entering Unmasked Estep 
Score: -15336155.000000 Penalty: 5798.456055
	Iteration 14Q: 3 clusters Score -1.533616e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 118611 members 
Entering Unmasked Estep 
Score: -15336259.000000 Penalty: 5798.456055
	Iteration 15Q: 3 clusters Score -1.533626e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -15336313.000000 Penalty: 5798.456055
	Iteration 16Q: 3 clusters Score -1.533631e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -15336354.000000 Penalty: 5798.456055
	Iteration 17Q: 3 clusters Score -1.533635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -15336389.000000 Penalty: 5798.456055
	Iteration 18Q: 3 clusters Score -1.533639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -15336402.000000 Penalty: 5798.456055
	Iteration 19Q: 3 clusters Score -1.53364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -15336419.000000 Penalty: 5798.456055
	Iteration 20F: 3 clusters Score -1.533642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -15336410.000000 Penalty: 5798.456055
	Iteration 21Q: 3 clusters Score -1.533641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -15336436.000000 Penalty: 5798.456055
	Iteration 22Q: 3 clusters Score -1.533644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -15336436.000000 Penalty: 5798.456055
	Iteration 23Q: 3 clusters Score -1.533644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -15336440.000000 Penalty: 5798.456055
	Iteration 24Q: 3 clusters Score -1.533644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
Score: -15336443.000000 Penalty: 5798.456055
	Iteration 25Q: 3 clusters Score -1.533644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -15336439.000000 Penalty: 5798.456055
	Iteration 26Q: 3 clusters Score -1.533644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -15336433.000000 Penalty: 5798.456055
	Iteration 27Q: 3 clusters Score -1.533643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -15336434.000000 Penalty: 5798.456055
	Iteration 28Q: 3 clusters Score -1.533643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -15336439.000000 Penalty: 5798.456055
	Iteration 29Q: 3 clusters Score -1.533644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -15336447.000000 Penalty: 5798.456055
	Iteration 30Q: 3 clusters Score -1.533645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -15336443.000000 Penalty: 5798.456055
	Iteration 31Q: 3 clusters Score -1.533644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -15336456.000000 Penalty: 5798.456055
	Iteration 32Q: 3 clusters Score -1.533646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -15336450.000000 Penalty: 5798.456055
	Iteration 33Q: 3 clusters Score -1.533645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -15336451.000000 Penalty: 5798.456055
	Iteration 34Q: 3 clusters Score -1.533645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -15336454.000000 Penalty: 5798.456055
	Iteration 35Q: 3 clusters Score -1.533645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -15336451.000000 Penalty: 5798.456055
	Iteration 36Q: 3 clusters Score -1.533645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -15336451.000000 Penalty: 5798.456055
	Iteration 37F: 3 clusters Score -1.533645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Entering Unmasked Estep 
Score: -1642965.250000 Penalty: 2360.329346
	Iteration 0F: 2 clusters Score -1642965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1632957.250000 Penalty: 4720.658691
	Iteration 0F: 3 clusters Score -1632957 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1636116.125000 Penalty: 4720.658691
	Iteration 1F: 3 clusters Score -1636116 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1636497.750000 Penalty: 4720.658691
	Iteration 2F: 3 clusters Score -1636498 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1636802.500000 Penalty: 4720.658691
	Iteration 3F: 3 clusters Score -1636802 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1637079.750000 Penalty: 4720.658691
	Iteration 4Q: 3 clusters Score -1637080 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1637383.875000 Penalty: 4720.658691
	Iteration 5Q: 3 clusters Score -1637384 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1637698.875000 Penalty: 4720.658691
	Iteration 6Q: 3 clusters Score -1637699 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1638028.625000 Penalty: 4720.658691
	Iteration 7Q: 3 clusters Score -1638029 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1638339.875000 Penalty: 4720.658691
	Iteration 8Q: 3 clusters Score -1638340 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1638644.250000 Penalty: 4720.658691
	Iteration 9Q: 3 clusters Score -1638644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1638981.250000 Penalty: 4720.658691
	Iteration 10Q: 3 clusters Score -1638981 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1639315.000000 Penalty: 4720.658691
	Iteration 11Q: 3 clusters Score -1639315 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1639618.875000 Penalty: 4720.658691
	Iteration 12Q: 3 clusters Score -1639619 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1639839.750000 Penalty: 4720.658691
	Iteration 13Q: 3 clusters Score -1639840 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1640010.375000 Penalty: 4720.658691
	Iteration 14Q: 3 clusters Score -1640010 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1640143.125000 Penalty: 4720.658691
	Iteration 15Q: 3 clusters Score -1640143 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1640234.000000 Penalty: 4720.658691
	Iteration 16Q: 3 clusters Score -1640234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1640307.875000 Penalty: 4720.658691
	Iteration 17Q: 3 clusters Score -1640308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1640334.875000 Penalty: 4720.658691
	Iteration 18Q: 3 clusters Score -1640335 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1640367.125000 Penalty: 4720.658691
	Iteration 19Q: 3 clusters Score -1640367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1640393.000000 Penalty: 4720.658691
	Iteration 20F: 3 clusters Score -1640393 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1640416.750000 Penalty: 4720.658691
	Iteration 21Q: 3 clusters Score -1640417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1640428.375000 Penalty: 4720.658691
	Iteration 22Q: 3 clusters Score -1640428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1640439.375000 Penalty: 4720.658691
	Iteration 23Q: 3 clusters Score -1640439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1640452.000000 Penalty: 4720.658691
	Iteration 24Q: 3 clusters Score -1640452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1640454.500000 Penalty: 4720.658691
	Iteration 25Q: 3 clusters Score -1640454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1640457.875000 Penalty: 4720.658691
	Iteration 26Q: 3 clusters Score -1640458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1640464.625000 Penalty: 4720.658691
	Iteration 27Q: 3 clusters Score -1640465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1640475.625000 Penalty: 4720.658691
	Iteration 28Q: 3 clusters Score -1640476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1640477.250000 Penalty: 4720.658691
	Iteration 29Q: 3 clusters Score -1640477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1640475.125000 Penalty: 4720.658691
	Iteration 30Q: 3 clusters Score -1640475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1640481.875000 Penalty: 4720.658691
	Iteration 31Q: 3 clusters Score -1640482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1640484.375000 Penalty: 4720.658691
	Iteration 32Q: 3 clusters Score -1640484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1640481.375000 Penalty: 4720.658691
	Iteration 33Q: 3 clusters Score -1640481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1640485.500000 Penalty: 4720.658691
	Iteration 34Q: 3 clusters Score -1640486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1640489.250000 Penalty: 4720.658691
	Iteration 35Q: 3 clusters Score -1640489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1640489.375000 Penalty: 4720.658691
	Iteration 36Q: 3 clusters Score -1640489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1640490.750000 Penalty: 4720.658691
	Iteration 37Q: 3 clusters Score -1640491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1640490.000000 Penalty: 4720.658691
	Iteration 38Q: 3 clusters Score -1640490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1640494.500000 Penalty: 4720.658691
	Iteration 39Q: 3 clusters Score -1640494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1640493.875000 Penalty: 4720.658691
	Iteration 40F: 3 clusters Score -1640494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1640495.625000 Penalty: 4720.658691
	Iteration 41Q: 3 clusters Score -1640496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1640495.125000 Penalty: 4720.658691
	Iteration 42Q: 3 clusters Score -1640495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1640495.500000 Penalty: 4720.658691
	Iteration 43Q: 3 clusters Score -1640496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1640493.125000 Penalty: 4720.658691
	Iteration 44Q: 3 clusters Score -1640493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1640493.125000 Penalty: 4720.658691
	Iteration 45F: 3 clusters Score -1640493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -276945.281250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -276945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274075.156250 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -274075.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274607.062500 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -274607.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274785.281250 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -274785.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -274874.156250 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -274874.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274926.500000 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -274926.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274960.625000 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -274960.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274982.937500 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -274982.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275005.375000 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -275005.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275022.406250 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -275022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275032.468750 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -275032.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -275039.968750 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -275040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275047.500000 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -275047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -275053.156250 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -275053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -275059.781250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -275059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -275069.562500 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -275069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275077.937500 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -275077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275082.375000 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -275082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -275085.500000 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -275085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275088.406250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -275088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275089.125000 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -275089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275091.687500 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -275091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275094.312500 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -275094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275097.125000 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -275097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275098.812500 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -275098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275102.156250 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -275102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275104.281250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -275104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275105.656250 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -275105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -275105.656250 Penalty: 3836.558105
	Iteration 27F: 3 clusters Score -275105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -52745.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -52745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51585.476562 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -51585.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52249.695312 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -52249.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52708.242188 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -52708.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52833.191406 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -52833.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52886.695312 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -52886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52899.339844 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -52899.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52899.339844 Penalty: 3054.911377
	Iteration 6F: 3 clusters Score -52899.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 119424 members 
Mstep: Class 3 contains 13595 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 93 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 235030 members 
Mstep: Class 10 contains 238112 members 
Mstep: Class 11 contains 55838 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 24404 members 
Mstep: Class 17 contains 21702 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 46045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 380 members 
Entering Unmasked Estep 
Score: -116062352.000000 Penalty: 81763.039062
Splitting cluster 5 changes total score from -116064056.000000 to -116062352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Entering Unmasked Estep 
Score: -6514422.500000 Penalty: 2685.625244
	Iteration 0F: 2 clusters Score -6514422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6480391.000000 Penalty: 5371.250488
	Iteration 0F: 3 clusters Score -6480391 nChanged 23358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -6493192.000000 Penalty: 5371.250488
	Iteration 1F: 3 clusters Score -6493192 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6493660.500000 Penalty: 5371.250488
	Iteration 2Q: 3 clusters Score -6493660 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -6494074.500000 Penalty: 5371.250488
	Iteration 3Q: 3 clusters Score -6494074 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -6494469.000000 Penalty: 5371.250488
	Iteration 4Q: 3 clusters Score -6494469 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -6495032.000000 Penalty: 5371.250488
	Iteration 5Q: 3 clusters Score -6495032 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -6495812.500000 Penalty: 5371.250488
	Iteration 6Q: 3 clusters Score -6495812 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -6496801.500000 Penalty: 5371.250488
	Iteration 7Q: 3 clusters Score -6496802 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6498113.500000 Penalty: 5371.250488
	Iteration 8Q: 3 clusters Score -6498114 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -6499988.000000 Penalty: 5371.250488
	Iteration 9F: 3 clusters Score -6499988 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -6502276.000000 Penalty: 5371.250488
	Iteration 10F: 3 clusters Score -6502276 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -6504667.000000 Penalty: 5371.250488
	Iteration 11F: 3 clusters Score -6504667 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6506799.000000 Penalty: 5371.250488
	Iteration 12Q: 3 clusters Score -6506799 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6508366.500000 Penalty: 5371.250488
	Iteration 13Q: 3 clusters Score -6508366 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6509410.500000 Penalty: 5371.250488
	Iteration 14Q: 3 clusters Score -6509410 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6510175.500000 Penalty: 5371.250488
	Iteration 15Q: 3 clusters Score -6510176 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6510684.000000 Penalty: 5371.250488
	Iteration 16Q: 3 clusters Score -6510684 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6511042.000000 Penalty: 5371.250488
	Iteration 17Q: 3 clusters Score -6511042 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6511310.000000 Penalty: 5371.250488
	Iteration 18Q: 3 clusters Score -6511310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6511487.000000 Penalty: 5371.250488
	Iteration 19Q: 3 clusters Score -6511487 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6511632.500000 Penalty: 5371.250488
	Iteration 20F: 3 clusters Score -6511632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6511749.000000 Penalty: 5371.250488
	Iteration 21Q: 3 clusters Score -6511749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6511824.000000 Penalty: 5371.250488
	Iteration 22Q: 3 clusters Score -6511824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6511905.000000 Penalty: 5371.250488
	Iteration 23Q: 3 clusters Score -6511905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6511965.500000 Penalty: 5371.250488
	Iteration 24Q: 3 clusters Score -6511966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6511991.500000 Penalty: 5371.250488
	Iteration 25Q: 3 clusters Score -6511992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6512030.000000 Penalty: 5371.250488
	Iteration 26Q: 3 clusters Score -6512030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6512057.500000 Penalty: 5371.250488
	Iteration 27Q: 3 clusters Score -6512058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6512069.000000 Penalty: 5371.250488
	Iteration 28Q: 3 clusters Score -6512069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6512098.500000 Penalty: 5371.250488
	Iteration 29Q: 3 clusters Score -6512098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6512114.500000 Penalty: 5371.250488
	Iteration 30Q: 3 clusters Score -6512114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6512128.500000 Penalty: 5371.250488
	Iteration 31Q: 3 clusters Score -6512128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6512152.000000 Penalty: 5371.250488
	Iteration 32Q: 3 clusters Score -6512152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6512172.500000 Penalty: 5371.250488
	Iteration 33Q: 3 clusters Score -6512172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6512189.000000 Penalty: 5371.250488
	Iteration 34Q: 3 clusters Score -6512189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6512203.000000 Penalty: 5371.250488
	Iteration 35Q: 3 clusters Score -6512203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6512214.500000 Penalty: 5371.250488
	Iteration 36Q: 3 clusters Score -6512214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6512215.500000 Penalty: 5371.250488
	Iteration 37Q: 3 clusters Score -6512216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6512222.500000 Penalty: 5371.250488
	Iteration 38Q: 3 clusters Score -6512222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6512232.000000 Penalty: 5371.250488
	Iteration 39Q: 3 clusters Score -6512232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6512241.000000 Penalty: 5371.250488
	Iteration 40F: 3 clusters Score -6512241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6512245.000000 Penalty: 5371.250488
	Iteration 41Q: 3 clusters Score -6512245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6512243.000000 Penalty: 5371.250488
	Iteration 42Q: 3 clusters Score -6512243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6512248.000000 Penalty: 5371.250488
	Iteration 43Q: 3 clusters Score -6512248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6512243.500000 Penalty: 5371.250488
	Iteration 44Q: 3 clusters Score -6512244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6512249.500000 Penalty: 5371.250488
	Iteration 45Q: 3 clusters Score -6512250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6512247.500000 Penalty: 5371.250488
	Iteration 46Q: 3 clusters Score -6512248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6512243.500000 Penalty: 5371.250488
	Iteration 47Q: 3 clusters Score -6512244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6512243.500000 Penalty: 5371.250488
	Iteration 48F: 3 clusters Score -6512244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Entering Unmasked Estep 
Score: -2487495.500000 Penalty: 2446.573242
	Iteration 0F: 2 clusters Score -2487496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2473920.000000 Penalty: 4893.146484
	Iteration 0F: 3 clusters Score -2473920 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2478590.750000 Penalty: 4893.146484
	Iteration 1F: 3 clusters Score -2478591 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2479355.000000 Penalty: 4893.146484
	Iteration 2F: 3 clusters Score -2479355 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2480144.750000 Penalty: 4893.146484
	Iteration 3F: 3 clusters Score -2480145 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2480886.500000 Penalty: 4893.146484
	Iteration 4F: 3 clusters Score -2480886 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2481614.500000 Penalty: 4893.146484
	Iteration 5F: 3 clusters Score -2481614 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2482326.250000 Penalty: 4893.146484
	Iteration 6F: 3 clusters Score -2482326 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2483022.000000 Penalty: 4893.146484
	Iteration 7F: 3 clusters Score -2483022 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2483742.250000 Penalty: 4893.146484
	Iteration 8F: 3 clusters Score -2483742 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2484403.500000 Penalty: 4893.146484
	Iteration 9Q: 3 clusters Score -2484404 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2484917.750000 Penalty: 4893.146484
	Iteration 10Q: 3 clusters Score -2484918 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2485310.750000 Penalty: 4893.146484
	Iteration 11Q: 3 clusters Score -2485311 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2485627.000000 Penalty: 4893.146484
	Iteration 12Q: 3 clusters Score -2485627 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2485861.750000 Penalty: 4893.146484
	Iteration 13Q: 3 clusters Score -2485862 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2486051.500000 Penalty: 4893.146484
	Iteration 14Q: 3 clusters Score -2486052 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2486220.500000 Penalty: 4893.146484
	Iteration 15Q: 3 clusters Score -2486220 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2486355.750000 Penalty: 4893.146484
	Iteration 16Q: 3 clusters Score -2486356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2486468.000000 Penalty: 4893.146484
	Iteration 17Q: 3 clusters Score -2486468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2486566.000000 Penalty: 4893.146484
	Iteration 18Q: 3 clusters Score -2486566 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2486635.250000 Penalty: 4893.146484
	Iteration 19Q: 3 clusters Score -2486635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2486694.000000 Penalty: 4893.146484
	Iteration 20F: 3 clusters Score -2486694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2486741.750000 Penalty: 4893.146484
	Iteration 21Q: 3 clusters Score -2486742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2486785.500000 Penalty: 4893.146484
	Iteration 22Q: 3 clusters Score -2486786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2486802.750000 Penalty: 4893.146484
	Iteration 23Q: 3 clusters Score -2486803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2486822.000000 Penalty: 4893.146484
	Iteration 24Q: 3 clusters Score -2486822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2486843.250000 Penalty: 4893.146484
	Iteration 25Q: 3 clusters Score -2486843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2486863.500000 Penalty: 4893.146484
	Iteration 26Q: 3 clusters Score -2486864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2486874.000000 Penalty: 4893.146484
	Iteration 27Q: 3 clusters Score -2486874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2486879.000000 Penalty: 4893.146484
	Iteration 28Q: 3 clusters Score -2486879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2486879.000000 Penalty: 4893.146484
	Iteration 29Q: 3 clusters Score -2486879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2486882.500000 Penalty: 4893.146484
	Iteration 30Q: 3 clusters Score -2486882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2486881.000000 Penalty: 4893.146484
	Iteration 31Q: 3 clusters Score -2486881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2486883.250000 Penalty: 4893.146484
	Iteration 32Q: 3 clusters Score -2486883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2486886.250000 Penalty: 4893.146484
	Iteration 33Q: 3 clusters Score -2486886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2486885.250000 Penalty: 4893.146484
	Iteration 34Q: 3 clusters Score -2486885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2486885.250000 Penalty: 4893.146484
	Iteration 35F: 3 clusters Score -2486885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Entering Unmasked Estep 
Score: -6121481.000000 Penalty: 2672.394531
	Iteration 0F: 2 clusters Score -6121481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6089148.000000 Penalty: 5344.789062
	Iteration 0F: 3 clusters Score -6089148 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6101169.000000 Penalty: 5344.789062
	Iteration 1F: 3 clusters Score -6101169 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6101613.500000 Penalty: 5344.789062
	Iteration 2Q: 3 clusters Score -6101614 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6101940.500000 Penalty: 5344.789062
	Iteration 3Q: 3 clusters Score -6101940 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6102266.000000 Penalty: 5344.789062
	Iteration 4Q: 3 clusters Score -6102266 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6102666.500000 Penalty: 5344.789062
	Iteration 5Q: 3 clusters Score -6102666 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -6103141.500000 Penalty: 5344.789062
	Iteration 6Q: 3 clusters Score -6103142 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6103832.500000 Penalty: 5344.789062
	Iteration 7Q: 3 clusters Score -6103832 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6104980.500000 Penalty: 5344.789062
	Iteration 8Q: 3 clusters Score -6104980 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6106904.000000 Penalty: 5344.789062
	Iteration 9F: 3 clusters Score -6106904 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -6109940.500000 Penalty: 5344.789062
	Iteration 10F: 3 clusters Score -6109940 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6113475.000000 Penalty: 5344.789062
	Iteration 11F: 3 clusters Score -6113475 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6116412.000000 Penalty: 5344.789062
	Iteration 12F: 3 clusters Score -6116412 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6118015.000000 Penalty: 5344.789062
	Iteration 13Q: 3 clusters Score -6118015 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6118689.000000 Penalty: 5344.789062
	Iteration 14Q: 3 clusters Score -6118689 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6118933.500000 Penalty: 5344.789062
	Iteration 15Q: 3 clusters Score -6118934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6119043.000000 Penalty: 5344.789062
	Iteration 16Q: 3 clusters Score -6119043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6119093.000000 Penalty: 5344.789062
	Iteration 17Q: 3 clusters Score -6119093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -6119112.500000 Penalty: 5344.789062
	Iteration 18Q: 3 clusters Score -6119112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6119126.000000 Penalty: 5344.789062
	Iteration 19Q: 3 clusters Score -6119126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6119129.500000 Penalty: 5344.789062
	Iteration 20F: 3 clusters Score -6119130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -6119128.500000 Penalty: 5344.789062
	Iteration 21Q: 3 clusters Score -6119128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -6119136.000000 Penalty: 5344.789062
	Iteration 22Q: 3 clusters Score -6119136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6119142.500000 Penalty: 5344.789062
	Iteration 23Q: 3 clusters Score -6119142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6119139.000000 Penalty: 5344.789062
	Iteration 24Q: 3 clusters Score -6119139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6119139.000000 Penalty: 5344.789062
	Iteration 25F: 3 clusters Score -6119139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (235030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235030 members 
Entering Unmasked Estep 
Score: -29954324.000000 Penalty: 3067.132324
	Iteration 0F: 2 clusters Score -2.995432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -29804408.000000 Penalty: 6134.264648
	Iteration 0F: 3 clusters Score -2.980441e+07 nChanged 113455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -29871084.000000 Penalty: 6134.264648
	Iteration 1F: 3 clusters Score -2.987108e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -29872242.000000 Penalty: 6134.264648
	Iteration 2Q: 3 clusters Score -2.987224e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -29874318.000000 Penalty: 6134.264648
	Iteration 3Q: 3 clusters Score -2.987432e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -29878360.000000 Penalty: 6134.264648
	Iteration 4Q: 3 clusters Score -2.987836e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -29886876.000000 Penalty: 6134.264648
	Iteration 5F: 3 clusters Score -2.988688e+07 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 177332 members 
Entering Unmasked Estep 
Score: -29901526.000000 Penalty: 6134.264648
	Iteration 6F: 3 clusters Score -2.990153e+07 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 199711 members 
Entering Unmasked Estep 
Score: -29920538.000000 Penalty: 6134.264648
	Iteration 7F: 3 clusters Score -2.992054e+07 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 218074 members 
Entering Unmasked Estep 
Score: -29936246.000000 Penalty: 6134.264648
	Iteration 8F: 3 clusters Score -2.993625e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 228222 members 
Entering Unmasked Estep 
Score: -29945408.000000 Penalty: 6134.264648
	Iteration 9Q: 3 clusters Score -2.994541e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 232348 members 
Entering Unmasked Estep 
Score: -29948914.000000 Penalty: 6134.264648
	Iteration 10Q: 3 clusters Score -2.994891e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 233792 members 
Entering Unmasked Estep 
Score: -29950494.000000 Penalty: 6134.264648
	Iteration 11Q: 3 clusters Score -2.995049e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 234273 members 
Entering Unmasked Estep 
Score: -29951044.000000 Penalty: 6134.264648
	Iteration 12Q: 3 clusters Score -2.995104e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 234442 members 
Entering Unmasked Estep 
Score: -29951256.000000 Penalty: 6134.264648
	Iteration 13Q: 3 clusters Score -2.995126e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 234508 members 
Entering Unmasked Estep 
Score: -29951376.000000 Penalty: 6134.264648
	Iteration 14Q: 3 clusters Score -2.995138e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 234548 members 
Entering Unmasked Estep 
Score: -29951444.000000 Penalty: 6134.264648
	Iteration 15Q: 3 clusters Score -2.995144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 234570 members 
Entering Unmasked Estep 
Score: -29951490.000000 Penalty: 6134.264648
	Iteration 16Q: 3 clusters Score -2.995149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 234588 members 
Entering Unmasked Estep 
Score: -29951566.000000 Penalty: 6134.264648
	Iteration 17Q: 3 clusters Score -2.995157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 234593 members 
Entering Unmasked Estep 
Score: -29951584.000000 Penalty: 6134.264648
	Iteration 18Q: 3 clusters Score -2.995158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 234599 members 
Entering Unmasked Estep 
Score: -29951642.000000 Penalty: 6134.264648
	Iteration 19Q: 3 clusters Score -2.995164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 234605 members 
Entering Unmasked Estep 
Score: -29951640.000000 Penalty: 6134.264648
	Iteration 20F: 3 clusters Score -2.995164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 234609 members 
Entering Unmasked Estep 
Score: -29951644.000000 Penalty: 6134.264648
	Iteration 21Q: 3 clusters Score -2.995164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 234610 members 
Entering Unmasked Estep 
Score: -29951642.000000 Penalty: 6134.264648
	Iteration 22Q: 3 clusters Score -2.995164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 234612 members 
Entering Unmasked Estep 
Score: -29951654.000000 Penalty: 6134.264648
	Iteration 23Q: 3 clusters Score -2.995165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234613 members 
Entering Unmasked Estep 
Score: -29951660.000000 Penalty: 6134.264648
	Iteration 24Q: 3 clusters Score -2.995166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 234615 members 
Entering Unmasked Estep 
Score: -29951652.000000 Penalty: 6134.264648
	Iteration 25Q: 3 clusters Score -2.995165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 234615 members 
Entering Unmasked Estep 
Score: -29951652.000000 Penalty: 6134.264648
	Iteration 26F: 3 clusters Score -2.995165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (238112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238112 members 
Entering Unmasked Estep 
Score: -30440526.000000 Penalty: 3070.363037
	Iteration 0F: 2 clusters Score -3.044053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -30341210.000000 Penalty: 6140.726074
	Iteration 0F: 3 clusters Score -3.034121e+07 nChanged 114821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -30409244.000000 Penalty: 6140.726074
	Iteration 1F: 3 clusters Score -3.040924e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135426 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
Score: -30411790.000000 Penalty: 6140.726074
	Iteration 2Q: 3 clusters Score -3.041179e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -30415388.000000 Penalty: 6140.726074
	Iteration 3Q: 3 clusters Score -3.041539e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -30420288.000000 Penalty: 6140.726074
	Iteration 4F: 3 clusters Score -3.042029e+07 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -30425460.000000 Penalty: 6140.726074
	Iteration 5F: 3 clusters Score -3.042546e+07 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189580 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -30427246.000000 Penalty: 6140.726074
	Iteration 6F: 3 clusters Score -3.042725e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202035 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -30428210.000000 Penalty: 6140.726074
	Iteration 7F: 3 clusters Score -3.042821e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210511 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -30429458.000000 Penalty: 6140.726074
	Iteration 8Q: 3 clusters Score -3.042946e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215926 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -30431230.000000 Penalty: 6140.726074
	Iteration 9Q: 3 clusters Score -3.043123e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219079 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -30433292.000000 Penalty: 6140.726074
	Iteration 10Q: 3 clusters Score -3.043329e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220613 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -30434894.000000 Penalty: 6140.726074
	Iteration 11Q: 3 clusters Score -3.043489e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221350 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -30435878.000000 Penalty: 6140.726074
	Iteration 12Q: 3 clusters Score -3.043588e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221844 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -30436210.000000 Penalty: 6140.726074
	Iteration 13Q: 3 clusters Score -3.043621e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222240 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -30436362.000000 Penalty: 6140.726074
	Iteration 14Q: 3 clusters Score -3.043636e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222586 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -30436590.000000 Penalty: 6140.726074
	Iteration 15Q: 3 clusters Score -3.043659e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222908 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -30436640.000000 Penalty: 6140.726074
	Iteration 16Q: 3 clusters Score -3.043664e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223235 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -30436778.000000 Penalty: 6140.726074
	Iteration 17Q: 3 clusters Score -3.043678e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223554 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -30436762.000000 Penalty: 6140.726074
	Iteration 18Q: 3 clusters Score -3.043676e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223913 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -30436744.000000 Penalty: 6140.726074
	Iteration 19Q: 3 clusters Score -3.043674e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224256 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -30436820.000000 Penalty: 6140.726074
	Iteration 20F: 3 clusters Score -3.043682e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -30436854.000000 Penalty: 6140.726074
	Iteration 21Q: 3 clusters Score -3.043685e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224973 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -30436840.000000 Penalty: 6140.726074
	Iteration 22Q: 3 clusters Score -3.043684e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -30436882.000000 Penalty: 6140.726074
	Iteration 23Q: 3 clusters Score -3.043688e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -30436882.000000 Penalty: 6140.726074
	Iteration 24Q: 3 clusters Score -3.043688e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226152 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -30436874.000000 Penalty: 6140.726074
	Iteration 25Q: 3 clusters Score -3.043687e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226528 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -30436890.000000 Penalty: 6140.726074
	Iteration 26Q: 3 clusters Score -3.043689e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226934 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -30436944.000000 Penalty: 6140.726074
	Iteration 27Q: 3 clusters Score -3.043694e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227336 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -30437024.000000 Penalty: 6140.726074
	Iteration 28Q: 3 clusters Score -3.043702e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -30437118.000000 Penalty: 6140.726074
	Iteration 29Q: 3 clusters Score -3.043712e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228115 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -30437102.000000 Penalty: 6140.726074
	Iteration 30Q: 3 clusters Score -3.04371e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228492 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -30437200.000000 Penalty: 6140.726074
	Iteration 31Q: 3 clusters Score -3.04372e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228880 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -30437314.000000 Penalty: 6140.726074
	Iteration 32Q: 3 clusters Score -3.043731e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229284 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -30437406.000000 Penalty: 6140.726074
	Iteration 33Q: 3 clusters Score -3.043741e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229676 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -30437426.000000 Penalty: 6140.726074
	Iteration 34Q: 3 clusters Score -3.043743e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230056 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -30437410.000000 Penalty: 6140.726074
	Iteration 35Q: 3 clusters Score -3.043741e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230404 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -30437444.000000 Penalty: 6140.726074
	Iteration 36Q: 3 clusters Score -3.043744e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230728 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -30437432.000000 Penalty: 6140.726074
	Iteration 37Q: 3 clusters Score -3.043743e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231047 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -30437400.000000 Penalty: 6140.726074
	Iteration 38Q: 3 clusters Score -3.04374e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231366 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -30437444.000000 Penalty: 6140.726074
	Iteration 39Q: 3 clusters Score -3.043744e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -30437484.000000 Penalty: 6140.726074
	Iteration 40F: 3 clusters Score -3.043748e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -30437534.000000 Penalty: 6140.726074
	Iteration 41Q: 3 clusters Score -3.043753e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232273 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -30437560.000000 Penalty: 6140.726074
	Iteration 42Q: 3 clusters Score -3.043756e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232540 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -30437588.000000 Penalty: 6140.726074
	Iteration 43Q: 3 clusters Score -3.043759e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232823 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -30437726.000000 Penalty: 6140.726074
	Iteration 44Q: 3 clusters Score -3.043773e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233089 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -30437794.000000 Penalty: 6140.726074
	Iteration 45Q: 3 clusters Score -3.043779e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -30437838.000000 Penalty: 6140.726074
	Iteration 46Q: 3 clusters Score -3.043784e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233621 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -30437834.000000 Penalty: 6140.726074
	Iteration 47Q: 3 clusters Score -3.043783e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233910 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -30437838.000000 Penalty: 6140.726074
	Iteration 48Q: 3 clusters Score -3.043784e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234177 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -30437924.000000 Penalty: 6140.726074
	Iteration 49Q: 3 clusters Score -3.043792e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -30437954.000000 Penalty: 6140.726074
	Iteration 50Q: 3 clusters Score -3.043795e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234608 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -30438004.000000 Penalty: 6140.726074
	Iteration 51Q: 3 clusters Score -3.0438e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234806 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -30438008.000000 Penalty: 6140.726074
	Iteration 52Q: 3 clusters Score -3.043801e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234994 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -30438054.000000 Penalty: 6140.726074
	Iteration 53Q: 3 clusters Score -3.043805e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235155 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -30438118.000000 Penalty: 6140.726074
	Iteration 54Q: 3 clusters Score -3.043812e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235293 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -30438156.000000 Penalty: 6140.726074
	Iteration 55Q: 3 clusters Score -3.043816e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235410 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -30438162.000000 Penalty: 6140.726074
	Iteration 56Q: 3 clusters Score -3.043816e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235504 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -30438174.000000 Penalty: 6140.726074
	Iteration 57Q: 3 clusters Score -3.043817e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235594 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -30438152.000000 Penalty: 6140.726074
	Iteration 58Q: 3 clusters Score -3.043815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235667 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -30438126.000000 Penalty: 6140.726074
	Iteration 59Q: 3 clusters Score -3.043813e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235732 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -30438100.000000 Penalty: 6140.726074
	Iteration 60F: 3 clusters Score -3.04381e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235795 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -30438122.000000 Penalty: 6140.726074
	Iteration 61Q: 3 clusters Score -3.043812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235856 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -30438154.000000 Penalty: 6140.726074
	Iteration 62Q: 3 clusters Score -3.043815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -30438136.000000 Penalty: 6140.726074
	Iteration 63Q: 3 clusters Score -3.043814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235971 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -30438166.000000 Penalty: 6140.726074
	Iteration 64Q: 3 clusters Score -3.043817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236024 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -30438174.000000 Penalty: 6140.726074
	Iteration 65Q: 3 clusters Score -3.043817e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236057 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -30438200.000000 Penalty: 6140.726074
	Iteration 66Q: 3 clusters Score -3.04382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236093 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -30438226.000000 Penalty: 6140.726074
	Iteration 67Q: 3 clusters Score -3.043823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236128 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -30438226.000000 Penalty: 6140.726074
	Iteration 68Q: 3 clusters Score -3.043823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -30438244.000000 Penalty: 6140.726074
	Iteration 69Q: 3 clusters Score -3.043824e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236187 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -30438226.000000 Penalty: 6140.726074
	Iteration 70Q: 3 clusters Score -3.043823e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236231 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -30438248.000000 Penalty: 6140.726074
	Iteration 71Q: 3 clusters Score -3.043825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236267 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -30438294.000000 Penalty: 6140.726074
	Iteration 72Q: 3 clusters Score -3.043829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236308 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -30438262.000000 Penalty: 6140.726074
	Iteration 73Q: 3 clusters Score -3.043826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -30438278.000000 Penalty: 6140.726074
	Iteration 74Q: 3 clusters Score -3.043828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236368 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -30438270.000000 Penalty: 6140.726074
	Iteration 75Q: 3 clusters Score -3.043827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236386 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -30438276.000000 Penalty: 6140.726074
	Iteration 76Q: 3 clusters Score -3.043828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236396 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -30438282.000000 Penalty: 6140.726074
	Iteration 77Q: 3 clusters Score -3.043828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236406 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -30438276.000000 Penalty: 6140.726074
	Iteration 78Q: 3 clusters Score -3.043828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236414 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30438252.000000 Penalty: 6140.726074
	Iteration 79Q: 3 clusters Score -3.043825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236427 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -30438246.000000 Penalty: 6140.726074
	Iteration 80F: 3 clusters Score -3.043825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236434 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -30438250.000000 Penalty: 6140.726074
	Iteration 81Q: 3 clusters Score -3.043825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -30438246.000000 Penalty: 6140.726074
	Iteration 82Q: 3 clusters Score -3.043825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236442 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -30438252.000000 Penalty: 6140.726074
	Iteration 83Q: 3 clusters Score -3.043825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236447 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -30438262.000000 Penalty: 6140.726074
	Iteration 84Q: 3 clusters Score -3.043826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236449 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -30438272.000000 Penalty: 6140.726074
	Iteration 85Q: 3 clusters Score -3.043827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236457 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -30438274.000000 Penalty: 6140.726074
	Iteration 86Q: 3 clusters Score -3.043827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -30438254.000000 Penalty: 6140.726074
	Iteration 87Q: 3 clusters Score -3.043825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236466 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -30438262.000000 Penalty: 6140.726074
	Iteration 88Q: 3 clusters Score -3.043826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -30438250.000000 Penalty: 6140.726074
	Iteration 89Q: 3 clusters Score -3.043825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236476 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -30438246.000000 Penalty: 6140.726074
	Iteration 90Q: 3 clusters Score -3.043825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236479 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -30438252.000000 Penalty: 6140.726074
	Iteration 91Q: 3 clusters Score -3.043825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236481 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -30438258.000000 Penalty: 6140.726074
	Iteration 92Q: 3 clusters Score -3.043826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236487 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -30438256.000000 Penalty: 6140.726074
	Iteration 93Q: 3 clusters Score -3.043826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236491 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -30438252.000000 Penalty: 6140.726074
	Iteration 94Q: 3 clusters Score -3.043825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236491 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -30438252.000000 Penalty: 6140.726074
	Iteration 95Q: 3 clusters Score -3.043825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236492 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -30438250.000000 Penalty: 6140.726074
	Iteration 96Q: 3 clusters Score -3.043825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -30438260.000000 Penalty: 6140.726074
	Iteration 97Q: 3 clusters Score -3.043826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -30438260.000000 Penalty: 6140.726074
	Iteration 98F: 3 clusters Score -3.043826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Entering Unmasked Estep 
Score: -6974878.000000 Penalty: 2710.692139
	Iteration 0F: 2 clusters Score -6974878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6937299.000000 Penalty: 5421.384277
	Iteration 0F: 3 clusters Score -6937299 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6951813.000000 Penalty: 5421.384277
	Iteration 1F: 3 clusters Score -6951813 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -6952361.000000 Penalty: 5421.384277
	Iteration 2Q: 3 clusters Score -6952361 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6952889.000000 Penalty: 5421.384277
	Iteration 3Q: 3 clusters Score -6952889 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -6953469.500000 Penalty: 5421.384277
	Iteration 4Q: 3 clusters Score -6953470 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -6954068.500000 Penalty: 5421.384277
	Iteration 5Q: 3 clusters Score -6954068 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6954757.000000 Penalty: 5421.384277
	Iteration 6Q: 3 clusters Score -6954757 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6955416.500000 Penalty: 5421.384277
	Iteration 7Q: 3 clusters Score -6955416 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -6956243.000000 Penalty: 5421.384277
	Iteration 8Q: 3 clusters Score -6956243 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6957113.500000 Penalty: 5421.384277
	Iteration 9Q: 3 clusters Score -6957114 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -6958261.000000 Penalty: 5421.384277
	Iteration 10Q: 3 clusters Score -6958261 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6959676.000000 Penalty: 5421.384277
	Iteration 11Q: 3 clusters Score -6959676 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -6961556.500000 Penalty: 5421.384277
	Iteration 12F: 3 clusters Score -6961556 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6963771.000000 Penalty: 5421.384277
	Iteration 13F: 3 clusters Score -6963771 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6966061.000000 Penalty: 5421.384277
	Iteration 14F: 3 clusters Score -6966061 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6968252.000000 Penalty: 5421.384277
	Iteration 15F: 3 clusters Score -6968252 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -6969877.000000 Penalty: 5421.384277
	Iteration 16Q: 3 clusters Score -6969877 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -6970987.000000 Penalty: 5421.384277
	Iteration 17Q: 3 clusters Score -6970987 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -6971658.500000 Penalty: 5421.384277
	Iteration 18Q: 3 clusters Score -6971658 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6971966.500000 Penalty: 5421.384277
	Iteration 19Q: 3 clusters Score -6971966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -6972148.000000 Penalty: 5421.384277
	Iteration 20F: 3 clusters Score -6972148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -6972279.500000 Penalty: 5421.384277
	Iteration 21Q: 3 clusters Score -6972280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -6972364.500000 Penalty: 5421.384277
	Iteration 22Q: 3 clusters Score -6972364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6972410.000000 Penalty: 5421.384277
	Iteration 23Q: 3 clusters Score -6972410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6972455.500000 Penalty: 5421.384277
	Iteration 24Q: 3 clusters Score -6972456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -6972484.000000 Penalty: 5421.384277
	Iteration 25Q: 3 clusters Score -6972484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -6972506.500000 Penalty: 5421.384277
	Iteration 26Q: 3 clusters Score -6972506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6972515.000000 Penalty: 5421.384277
	Iteration 27Q: 3 clusters Score -6972515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -6972535.000000 Penalty: 5421.384277
	Iteration 28Q: 3 clusters Score -6972535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6972553.500000 Penalty: 5421.384277
	Iteration 29Q: 3 clusters Score -6972554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -6972553.000000 Penalty: 5421.384277
	Iteration 30Q: 3 clusters Score -6972553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -6972558.500000 Penalty: 5421.384277
	Iteration 31Q: 3 clusters Score -6972558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -6972560.500000 Penalty: 5421.384277
	Iteration 32Q: 3 clusters Score -6972560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -6972560.500000 Penalty: 5421.384277
	Iteration 33Q: 3 clusters Score -6972560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -6972566.000000 Penalty: 5421.384277
	Iteration 34Q: 3 clusters Score -6972566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6972564.500000 Penalty: 5421.384277
	Iteration 35Q: 3 clusters Score -6972564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -6972566.500000 Penalty: 5421.384277
	Iteration 36Q: 3 clusters Score -6972566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6972569.500000 Penalty: 5421.384277
	Iteration 37Q: 3 clusters Score -6972570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6972576.500000 Penalty: 5421.384277
	Iteration 38Q: 3 clusters Score -6972576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -6972578.000000 Penalty: 5421.384277
	Iteration 39Q: 3 clusters Score -6972578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -6972575.500000 Penalty: 5421.384277
	Iteration 40F: 3 clusters Score -6972576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -6972576.500000 Penalty: 5421.384277
	Iteration 41Q: 3 clusters Score -6972576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -6972576.500000 Penalty: 5421.384277
	Iteration 42F: 3 clusters Score -6972576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -44374.679688 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -44374.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42994.671875 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -42994.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43147.542969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -43147.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43199.292969 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -43199.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43202.394531 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -43202.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43203.636719 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -43203.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43203.636719 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -43203.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -118104.039062 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -118104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116208.976562 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -116209 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116434.609375 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -116434.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -116505.671875 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -116505.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116539.179688 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -116539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116563.335938 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -116563.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116576.937500 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -116576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116579.195312 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -116579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116580.687500 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -116580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116584.148438 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -116584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116586.585938 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -116586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -116589.984375 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -116590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116590.921875 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -116590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116590.921875 Penalty: 3401.326904
	Iteration 12F: 3 clusters Score -116590.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -220222.375000 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -220222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -217722.265625 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -217722.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -218183.875000 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -218183.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -218364.343750 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -218364.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218588.437500 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -218588.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -218887.703125 Penalty: 3724.630127
	Iteration 4F: 3 clusters Score -218887.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219288.265625 Penalty: 3724.630127
	Iteration 5F: 3 clusters Score -219288.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -219720.796875 Penalty: 3724.630127
	Iteration 6F: 3 clusters Score -219720.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -219996.890625 Penalty: 3724.630127
	Iteration 7F: 3 clusters Score -219996.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220147.765625 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -220147.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220246.125000 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -220246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220293.828125 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -220293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220327.875000 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -220327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -220358.718750 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -220358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -220377.906250 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -220377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -220385.859375 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -220385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -220391.078125 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -220391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220398.562500 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -220398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -220402.828125 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -220402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -220407.000000 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -220407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -220410.015625 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -220410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220411.609375 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -220411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 119424 members 
Mstep: Class 3 contains 13595 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 235030 members 
Mstep: Class 10 contains 238112 members 
Mstep: Class 11 contains 55838 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 24404 members 
Mstep: Class 17 contains 21702 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 46045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 705 members 
Entering Unmasked Estep 
Score: -116062752.000000 Penalty: 81763.039062
Splitting cluster 14 changes total score from -116064056.000000 to -116062752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Entering Unmasked Estep 
Score: -1267417.625000 Penalty: 2277.401855
	Iteration 0F: 2 clusters Score -1267418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1259865.875000 Penalty: 4554.803711
	Iteration 0F: 3 clusters Score -1259866 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1262087.375000 Penalty: 4554.803711
	Iteration 1F: 3 clusters Score -1262087 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1262316.625000 Penalty: 4554.803711
	Iteration 2F: 3 clusters Score -1262317 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1262483.625000 Penalty: 4554.803711
	Iteration 3Q: 3 clusters Score -1262484 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1262613.375000 Penalty: 4554.803711
	Iteration 4Q: 3 clusters Score -1262613 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1262700.875000 Penalty: 4554.803711
	Iteration 5Q: 3 clusters Score -1262701 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1262793.375000 Penalty: 4554.803711
	Iteration 6Q: 3 clusters Score -1262793 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1262880.750000 Penalty: 4554.803711
	Iteration 7Q: 3 clusters Score -1262881 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1262981.500000 Penalty: 4554.803711
	Iteration 8Q: 3 clusters Score -1262982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1263090.375000 Penalty: 4554.803711
	Iteration 9Q: 3 clusters Score -1263090 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1263223.125000 Penalty: 4554.803711
	Iteration 10Q: 3 clusters Score -1263223 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1263376.250000 Penalty: 4554.803711
	Iteration 11Q: 3 clusters Score -1263376 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1263604.000000 Penalty: 4554.803711
	Iteration 12Q: 3 clusters Score -1263604 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1263853.000000 Penalty: 4554.803711
	Iteration 13Q: 3 clusters Score -1263853 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1264121.125000 Penalty: 4554.803711
	Iteration 14Q: 3 clusters Score -1264121 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1264379.000000 Penalty: 4554.803711
	Iteration 15Q: 3 clusters Score -1264379 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1264607.500000 Penalty: 4554.803711
	Iteration 16Q: 3 clusters Score -1264608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1264810.125000 Penalty: 4554.803711
	Iteration 17Q: 3 clusters Score -1264810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1264978.375000 Penalty: 4554.803711
	Iteration 18Q: 3 clusters Score -1264978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1265108.625000 Penalty: 4554.803711
	Iteration 19Q: 3 clusters Score -1265109 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1265210.500000 Penalty: 4554.803711
	Iteration 20F: 3 clusters Score -1265210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1265269.125000 Penalty: 4554.803711
	Iteration 21Q: 3 clusters Score -1265269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1265320.875000 Penalty: 4554.803711
	Iteration 22Q: 3 clusters Score -1265321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1265361.125000 Penalty: 4554.803711
	Iteration 23Q: 3 clusters Score -1265361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1265390.125000 Penalty: 4554.803711
	Iteration 24Q: 3 clusters Score -1265390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1265418.750000 Penalty: 4554.803711
	Iteration 25Q: 3 clusters Score -1265419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1265435.125000 Penalty: 4554.803711
	Iteration 26Q: 3 clusters Score -1265435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1265453.125000 Penalty: 4554.803711
	Iteration 27Q: 3 clusters Score -1265453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1265462.125000 Penalty: 4554.803711
	Iteration 28Q: 3 clusters Score -1265462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1265470.500000 Penalty: 4554.803711
	Iteration 29Q: 3 clusters Score -1265470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1265482.625000 Penalty: 4554.803711
	Iteration 30Q: 3 clusters Score -1265483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1265493.750000 Penalty: 4554.803711
	Iteration 31Q: 3 clusters Score -1265494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1265495.000000 Penalty: 4554.803711
	Iteration 32Q: 3 clusters Score -1265495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1265498.000000 Penalty: 4554.803711
	Iteration 33Q: 3 clusters Score -1265498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1265500.625000 Penalty: 4554.803711
	Iteration 34Q: 3 clusters Score -1265501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1265498.750000 Penalty: 4554.803711
	Iteration 35Q: 3 clusters Score -1265499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1265501.125000 Penalty: 4554.803711
	Iteration 36Q: 3 clusters Score -1265501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1265503.375000 Penalty: 4554.803711
	Iteration 37Q: 3 clusters Score -1265503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1265504.500000 Penalty: 4554.803711
	Iteration 38Q: 3 clusters Score -1265504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1265505.750000 Penalty: 4554.803711
	Iteration 39Q: 3 clusters Score -1265506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1265506.250000 Penalty: 4554.803711
	Iteration 40F: 3 clusters Score -1265506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1265508.000000 Penalty: 4554.803711
	Iteration 41Q: 3 clusters Score -1265508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1265514.875000 Penalty: 4554.803711
	Iteration 42Q: 3 clusters Score -1265515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1265515.000000 Penalty: 4554.803711
	Iteration 43Q: 3 clusters Score -1265515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1265519.750000 Penalty: 4554.803711
	Iteration 44Q: 3 clusters Score -1265520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1265522.875000 Penalty: 4554.803711
	Iteration 45Q: 3 clusters Score -1265523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1265521.375000 Penalty: 4554.803711
	Iteration 46Q: 3 clusters Score -1265521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1265522.250000 Penalty: 4554.803711
	Iteration 47Q: 3 clusters Score -1265522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1265523.500000 Penalty: 4554.803711
	Iteration 48Q: 3 clusters Score -1265524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1265523.500000 Penalty: 4554.803711
	Iteration 49F: 3 clusters Score -1265524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Entering Unmasked Estep 
Score: -3162276.750000 Penalty: 2505.420654
	Iteration 0F: 2 clusters Score -3162277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3145345.500000 Penalty: 5010.841309
	Iteration 0F: 3 clusters Score -3145346 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3151058.750000 Penalty: 5010.841309
	Iteration 1F: 3 clusters Score -3151059 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3151412.500000 Penalty: 5010.841309
	Iteration 2Q: 3 clusters Score -3151412 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3151671.000000 Penalty: 5010.841309
	Iteration 3Q: 3 clusters Score -3151671 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3151871.000000 Penalty: 5010.841309
	Iteration 4Q: 3 clusters Score -3151871 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3152051.500000 Penalty: 5010.841309
	Iteration 5Q: 3 clusters Score -3152052 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3152215.500000 Penalty: 5010.841309
	Iteration 6Q: 3 clusters Score -3152216 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3152404.500000 Penalty: 5010.841309
	Iteration 7Q: 3 clusters Score -3152404 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3152631.000000 Penalty: 5010.841309
	Iteration 8Q: 3 clusters Score -3152631 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3152929.000000 Penalty: 5010.841309
	Iteration 9Q: 3 clusters Score -3152929 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3153369.750000 Penalty: 5010.841309
	Iteration 10Q: 3 clusters Score -3153370 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3154023.000000 Penalty: 5010.841309
	Iteration 11Q: 3 clusters Score -3154023 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3154959.000000 Penalty: 5010.841309
	Iteration 12F: 3 clusters Score -3154959 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3156180.250000 Penalty: 5010.841309
	Iteration 13F: 3 clusters Score -3156180 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3157557.750000 Penalty: 5010.841309
	Iteration 14F: 3 clusters Score -3157558 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3158615.750000 Penalty: 5010.841309
	Iteration 15Q: 3 clusters Score -3158616 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3159248.750000 Penalty: 5010.841309
	Iteration 16Q: 3 clusters Score -3159249 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3159569.500000 Penalty: 5010.841309
	Iteration 17Q: 3 clusters Score -3159570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3159745.250000 Penalty: 5010.841309
	Iteration 18Q: 3 clusters Score -3159745 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3159846.250000 Penalty: 5010.841309
	Iteration 19Q: 3 clusters Score -3159846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3159917.250000 Penalty: 5010.841309
	Iteration 20F: 3 clusters Score -3159917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3159961.000000 Penalty: 5010.841309
	Iteration 21Q: 3 clusters Score -3159961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3160005.500000 Penalty: 5010.841309
	Iteration 22Q: 3 clusters Score -3160006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3160020.000000 Penalty: 5010.841309
	Iteration 23Q: 3 clusters Score -3160020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3160032.750000 Penalty: 5010.841309
	Iteration 24Q: 3 clusters Score -3160033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3160041.250000 Penalty: 5010.841309
	Iteration 25Q: 3 clusters Score -3160041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3160046.000000 Penalty: 5010.841309
	Iteration 26Q: 3 clusters Score -3160046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3160051.500000 Penalty: 5010.841309
	Iteration 27Q: 3 clusters Score -3160052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3160053.500000 Penalty: 5010.841309
	Iteration 28Q: 3 clusters Score -3160054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3160056.750000 Penalty: 5010.841309
	Iteration 29Q: 3 clusters Score -3160057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3160059.500000 Penalty: 5010.841309
	Iteration 30Q: 3 clusters Score -3160060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3160058.000000 Penalty: 5010.841309
	Iteration 31Q: 3 clusters Score -3160058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3160060.000000 Penalty: 5010.841309
	Iteration 32Q: 3 clusters Score -3160060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3160060.000000 Penalty: 5010.841309
	Iteration 33F: 3 clusters Score -3160060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Entering Unmasked Estep 
Score: -2815632.500000 Penalty: 2476.319580
	Iteration 0F: 2 clusters Score -2815632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2800445.000000 Penalty: 4952.639160
	Iteration 0F: 3 clusters Score -2800445 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2805643.750000 Penalty: 4952.639160
	Iteration 1F: 3 clusters Score -2805644 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2805982.000000 Penalty: 4952.639160
	Iteration 2Q: 3 clusters Score -2805982 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2806223.250000 Penalty: 4952.639160
	Iteration 3Q: 3 clusters Score -2806223 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2806435.500000 Penalty: 4952.639160
	Iteration 4Q: 3 clusters Score -2806436 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2806604.250000 Penalty: 4952.639160
	Iteration 5Q: 3 clusters Score -2806604 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2806755.250000 Penalty: 4952.639160
	Iteration 6Q: 3 clusters Score -2806755 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2806906.750000 Penalty: 4952.639160
	Iteration 7Q: 3 clusters Score -2806907 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2807063.750000 Penalty: 4952.639160
	Iteration 8Q: 3 clusters Score -2807064 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2807280.250000 Penalty: 4952.639160
	Iteration 9Q: 3 clusters Score -2807280 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2807557.250000 Penalty: 4952.639160
	Iteration 10Q: 3 clusters Score -2807557 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2807910.500000 Penalty: 4952.639160
	Iteration 11Q: 3 clusters Score -2807910 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2808384.250000 Penalty: 4952.639160
	Iteration 12Q: 3 clusters Score -2808384 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2809019.000000 Penalty: 4952.639160
	Iteration 13Q: 3 clusters Score -2809019 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2809754.000000 Penalty: 4952.639160
	Iteration 14Q: 3 clusters Score -2809754 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2810497.000000 Penalty: 4952.639160
	Iteration 15Q: 3 clusters Score -2810497 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2811180.250000 Penalty: 4952.639160
	Iteration 16Q: 3 clusters Score -2811180 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2811704.750000 Penalty: 4952.639160
	Iteration 17Q: 3 clusters Score -2811705 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2812113.500000 Penalty: 4952.639160
	Iteration 18Q: 3 clusters Score -2812114 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2812461.250000 Penalty: 4952.639160
	Iteration 19Q: 3 clusters Score -2812461 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2812733.250000 Penalty: 4952.639160
	Iteration 20F: 3 clusters Score -2812733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2812947.000000 Penalty: 4952.639160
	Iteration 21Q: 3 clusters Score -2812947 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2813123.000000 Penalty: 4952.639160
	Iteration 22Q: 3 clusters Score -2813123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2813237.000000 Penalty: 4952.639160
	Iteration 23Q: 3 clusters Score -2813237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2813303.750000 Penalty: 4952.639160
	Iteration 24Q: 3 clusters Score -2813304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2813354.750000 Penalty: 4952.639160
	Iteration 25Q: 3 clusters Score -2813355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2813382.000000 Penalty: 4952.639160
	Iteration 26Q: 3 clusters Score -2813382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2813402.000000 Penalty: 4952.639160
	Iteration 27Q: 3 clusters Score -2813402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2813421.500000 Penalty: 4952.639160
	Iteration 28Q: 3 clusters Score -2813422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2813429.750000 Penalty: 4952.639160
	Iteration 29Q: 3 clusters Score -2813430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2813439.500000 Penalty: 4952.639160
	Iteration 30Q: 3 clusters Score -2813440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2813452.000000 Penalty: 4952.639160
	Iteration 31Q: 3 clusters Score -2813452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2813463.750000 Penalty: 4952.639160
	Iteration 32Q: 3 clusters Score -2813464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2813468.250000 Penalty: 4952.639160
	Iteration 33Q: 3 clusters Score -2813468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2813471.500000 Penalty: 4952.639160
	Iteration 34Q: 3 clusters Score -2813472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2813477.250000 Penalty: 4952.639160
	Iteration 35Q: 3 clusters Score -2813477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2813476.000000 Penalty: 4952.639160
	Iteration 36Q: 3 clusters Score -2813476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2813481.750000 Penalty: 4952.639160
	Iteration 37Q: 3 clusters Score -2813482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2813484.750000 Penalty: 4952.639160
	Iteration 38Q: 3 clusters Score -2813485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2813486.750000 Penalty: 4952.639160
	Iteration 39Q: 3 clusters Score -2813487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2813489.000000 Penalty: 4952.639160
	Iteration 40F: 3 clusters Score -2813489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2813490.250000 Penalty: 4952.639160
	Iteration 41Q: 3 clusters Score -2813490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2813492.250000 Penalty: 4952.639160
	Iteration 42Q: 3 clusters Score -2813492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2813499.250000 Penalty: 4952.639160
	Iteration 43Q: 3 clusters Score -2813499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2813502.000000 Penalty: 4952.639160
	Iteration 44Q: 3 clusters Score -2813502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2813504.250000 Penalty: 4952.639160
	Iteration 45Q: 3 clusters Score -2813504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2813506.250000 Penalty: 4952.639160
	Iteration 46Q: 3 clusters Score -2813506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2813506.250000 Penalty: 4952.639160
	Iteration 47F: 3 clusters Score -2813506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -2331428.750000 Penalty: 2429.231934
	Iteration 0F: 2 clusters Score -2331429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2318708.250000 Penalty: 4858.463867
	Iteration 0F: 3 clusters Score -2318708 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2322703.000000 Penalty: 4858.463867
	Iteration 1F: 3 clusters Score -2322703 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2323016.750000 Penalty: 4858.463867
	Iteration 2F: 3 clusters Score -2323017 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2323239.250000 Penalty: 4858.463867
	Iteration 3Q: 3 clusters Score -2323239 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2323399.750000 Penalty: 4858.463867
	Iteration 4Q: 3 clusters Score -2323400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2323525.500000 Penalty: 4858.463867
	Iteration 5Q: 3 clusters Score -2323526 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2323628.250000 Penalty: 4858.463867
	Iteration 6Q: 3 clusters Score -2323628 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2323731.500000 Penalty: 4858.463867
	Iteration 7Q: 3 clusters Score -2323732 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2323830.500000 Penalty: 4858.463867
	Iteration 8Q: 3 clusters Score -2323830 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2323922.500000 Penalty: 4858.463867
	Iteration 9Q: 3 clusters Score -2323922 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2324005.750000 Penalty: 4858.463867
	Iteration 10Q: 3 clusters Score -2324006 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2324097.750000 Penalty: 4858.463867
	Iteration 11Q: 3 clusters Score -2324098 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2324197.500000 Penalty: 4858.463867
	Iteration 12Q: 3 clusters Score -2324198 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2324328.500000 Penalty: 4858.463867
	Iteration 13Q: 3 clusters Score -2324328 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2324495.000000 Penalty: 4858.463867
	Iteration 14Q: 3 clusters Score -2324495 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2324733.750000 Penalty: 4858.463867
	Iteration 15Q: 3 clusters Score -2324734 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2325046.750000 Penalty: 4858.463867
	Iteration 16Q: 3 clusters Score -2325047 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2325442.750000 Penalty: 4858.463867
	Iteration 17Q: 3 clusters Score -2325443 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2325937.500000 Penalty: 4858.463867
	Iteration 18Q: 3 clusters Score -2325938 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2326517.750000 Penalty: 4858.463867
	Iteration 19Q: 3 clusters Score -2326518 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2327113.750000 Penalty: 4858.463867
	Iteration 20F: 3 clusters Score -2327114 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2327640.000000 Penalty: 4858.463867
	Iteration 21Q: 3 clusters Score -2327640 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2328106.500000 Penalty: 4858.463867
	Iteration 22Q: 3 clusters Score -2328106 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2328434.000000 Penalty: 4858.463867
	Iteration 23Q: 3 clusters Score -2328434 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2328678.000000 Penalty: 4858.463867
	Iteration 24Q: 3 clusters Score -2328678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2328895.750000 Penalty: 4858.463867
	Iteration 25Q: 3 clusters Score -2328896 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2329072.000000 Penalty: 4858.463867
	Iteration 26Q: 3 clusters Score -2329072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2329199.000000 Penalty: 4858.463867
	Iteration 27Q: 3 clusters Score -2329199 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2329294.500000 Penalty: 4858.463867
	Iteration 28Q: 3 clusters Score -2329294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2329339.250000 Penalty: 4858.463867
	Iteration 29Q: 3 clusters Score -2329339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2329379.000000 Penalty: 4858.463867
	Iteration 30Q: 3 clusters Score -2329379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2329426.000000 Penalty: 4858.463867
	Iteration 31Q: 3 clusters Score -2329426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2329449.250000 Penalty: 4858.463867
	Iteration 32Q: 3 clusters Score -2329449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2329468.750000 Penalty: 4858.463867
	Iteration 33Q: 3 clusters Score -2329469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2329476.750000 Penalty: 4858.463867
	Iteration 34Q: 3 clusters Score -2329477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2329495.000000 Penalty: 4858.463867
	Iteration 35Q: 3 clusters Score -2329495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2329500.250000 Penalty: 4858.463867
	Iteration 36Q: 3 clusters Score -2329500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2329502.500000 Penalty: 4858.463867
	Iteration 37Q: 3 clusters Score -2329502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2329505.750000 Penalty: 4858.463867
	Iteration 38Q: 3 clusters Score -2329506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2329507.750000 Penalty: 4858.463867
	Iteration 39Q: 3 clusters Score -2329508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2329508.250000 Penalty: 4858.463867
	Iteration 40F: 3 clusters Score -2329508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2329507.000000 Penalty: 4858.463867
	Iteration 41Q: 3 clusters Score -2329507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2329509.000000 Penalty: 4858.463867
	Iteration 42Q: 3 clusters Score -2329509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2329513.500000 Penalty: 4858.463867
	Iteration 43Q: 3 clusters Score -2329514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2329515.500000 Penalty: 4858.463867
	Iteration 44Q: 3 clusters Score -2329516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2329515.000000 Penalty: 4858.463867
	Iteration 45Q: 3 clusters Score -2329515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2329520.000000 Penalty: 4858.463867
	Iteration 46Q: 3 clusters Score -2329520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2329524.750000 Penalty: 4858.463867
	Iteration 47Q: 3 clusters Score -2329525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2329524.000000 Penalty: 4858.463867
	Iteration 48Q: 3 clusters Score -2329524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2329524.250000 Penalty: 4858.463867
	Iteration 49Q: 3 clusters Score -2329524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2329530.750000 Penalty: 4858.463867
	Iteration 50Q: 3 clusters Score -2329531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2329531.500000 Penalty: 4858.463867
	Iteration 51Q: 3 clusters Score -2329532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2329531.000000 Penalty: 4858.463867
	Iteration 52Q: 3 clusters Score -2329531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2329533.000000 Penalty: 4858.463867
	Iteration 53Q: 3 clusters Score -2329533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2329536.750000 Penalty: 4858.463867
	Iteration 54Q: 3 clusters Score -2329537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2329541.500000 Penalty: 4858.463867
	Iteration 55Q: 3 clusters Score -2329542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2329543.750000 Penalty: 4858.463867
	Iteration 56Q: 3 clusters Score -2329544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2329545.500000 Penalty: 4858.463867
	Iteration 57Q: 3 clusters Score -2329546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2329550.000000 Penalty: 4858.463867
	Iteration 58Q: 3 clusters Score -2329550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2329549.750000 Penalty: 4858.463867
	Iteration 59Q: 3 clusters Score -2329550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2329549.000000 Penalty: 4858.463867
	Iteration 60F: 3 clusters Score -2329549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2329552.750000 Penalty: 4858.463867
	Iteration 61Q: 3 clusters Score -2329553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2329554.750000 Penalty: 4858.463867
	Iteration 62Q: 3 clusters Score -2329555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2329556.250000 Penalty: 4858.463867
	Iteration 63Q: 3 clusters Score -2329556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2329556.250000 Penalty: 4858.463867
	Iteration 64F: 3 clusters Score -2329556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -60659.917969 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -60659.92 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 259 members 
Entering Unmasked Estep 
Score: -59142.410156 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -59142.41 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59419.199219 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -59419.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59559.507812 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -59559.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59629.753906 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -59629.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59758.699219 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -59758.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59968.148438 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -59968.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60127.035156 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -60127.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60276.371094 Penalty: 3129.719482
	Iteration 7F: 3 clusters Score -60276.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60375.085938 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -60375.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60618.312500 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -60618.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60818.144531 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -60818.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60847.371094 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -60847.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60865.945312 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -60865.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60871.109375 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -60871.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60874.144531 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -60874.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60878.414062 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -60878.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60886.539062 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -60886.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60886.539062 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -60886.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 119424 members 
Mstep: Class 3 contains 13595 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 235030 members 
Mstep: Class 10 contains 238112 members 
Mstep: Class 11 contains 55838 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 24404 members 
Mstep: Class 17 contains 21702 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 46045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 374 members 
Entering Unmasked Estep 
Score: -116062592.000000 Penalty: 81763.039062
Splitting cluster 19 changes total score from -116064056.000000 to -116062592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -690773.812500 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -690773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -685829.875000 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -685829.9 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -687020.937500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -687020.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -687322.687500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -687322.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -687639.437500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -687639.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -687907.125000 Penalty: 4285.499023
	Iteration 4F: 3 clusters Score -687907.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -688099.250000 Penalty: 4285.499023
	Iteration 5F: 3 clusters Score -688099.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -688256.875000 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -688256.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -688373.187500 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -688373.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -688482.875000 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -688482.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -688592.750000 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -688592.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -688701.187500 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -688701.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -688793.500000 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -688793.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -688877.250000 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -688877.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -688950.187500 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -688950.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -689009.812500 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -689009.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -689054.125000 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -689054.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -689088.500000 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -689088.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -689112.875000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -689112.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -689132.312500 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -689132.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -689146.312500 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -689146.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -689159.875000 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -689159.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -689176.625000 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -689176.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -689187.500000 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -689187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -689196.250000 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -689196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -689204.312500 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -689204.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -689213.562500 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -689213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -689224.125000 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -689224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -689234.312500 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -689234.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -689248.250000 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -689248.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -689264.875000 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -689264.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -689281.000000 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -689281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -689296.500000 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -689296.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -689309.187500 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -689309.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -689316.750000 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -689316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -689325.687500 Penalty: 4285.499023
	Iteration 34Q: 3 clusters Score -689325.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -689337.937500 Penalty: 4285.499023
	Iteration 35Q: 3 clusters Score -689337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -689344.937500 Penalty: 4285.499023
	Iteration 36Q: 3 clusters Score -689344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -689351.125000 Penalty: 4285.499023
	Iteration 37Q: 3 clusters Score -689351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -689357.125000 Penalty: 4285.499023
	Iteration 38Q: 3 clusters Score -689357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -689361.625000 Penalty: 4285.499023
	Iteration 39Q: 3 clusters Score -689361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -689364.625000 Penalty: 4285.499023
	Iteration 40F: 3 clusters Score -689364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -689367.875000 Penalty: 4285.499023
	Iteration 41Q: 3 clusters Score -689367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -689368.625000 Penalty: 4285.499023
	Iteration 42Q: 3 clusters Score -689368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -689370.000000 Penalty: 4285.499023
	Iteration 43Q: 3 clusters Score -689370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -689370.125000 Penalty: 4285.499023
	Iteration 44Q: 3 clusters Score -689370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -689371.437500 Penalty: 4285.499023
	Iteration 45Q: 3 clusters Score -689371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -689371.000000 Penalty: 4285.499023
	Iteration 46Q: 3 clusters Score -689371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -689371.000000 Penalty: 4285.499023
	Iteration 47F: 3 clusters Score -689371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Entering Unmasked Estep 
Score: -5963315.500000 Penalty: 2662.868896
	Iteration 0F: 2 clusters Score -5963316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5932072.500000 Penalty: 5325.737793
	Iteration 0F: 3 clusters Score -5932072 nChanged 21161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5943816.000000 Penalty: 5325.737793
	Iteration 1F: 3 clusters Score -5943816 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5944289.500000 Penalty: 5325.737793
	Iteration 2Q: 3 clusters Score -5944290 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5944730.000000 Penalty: 5325.737793
	Iteration 3Q: 3 clusters Score -5944730 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5945257.000000 Penalty: 5325.737793
	Iteration 4Q: 3 clusters Score -5945257 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5945922.500000 Penalty: 5325.737793
	Iteration 5Q: 3 clusters Score -5945922 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5946892.000000 Penalty: 5325.737793
	Iteration 6Q: 3 clusters Score -5946892 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5948498.000000 Penalty: 5325.737793
	Iteration 7F: 3 clusters Score -5948498 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5950834.500000 Penalty: 5325.737793
	Iteration 8F: 3 clusters Score -5950834 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5953877.500000 Penalty: 5325.737793
	Iteration 9F: 3 clusters Score -5953878 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5956966.500000 Penalty: 5325.737793
	Iteration 10F: 3 clusters Score -5956966 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5959072.500000 Penalty: 5325.737793
	Iteration 11Q: 3 clusters Score -5959072 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5960131.000000 Penalty: 5325.737793
	Iteration 12Q: 3 clusters Score -5960131 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5960557.000000 Penalty: 5325.737793
	Iteration 13Q: 3 clusters Score -5960557 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5960755.000000 Penalty: 5325.737793
	Iteration 14Q: 3 clusters Score -5960755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5960850.000000 Penalty: 5325.737793
	Iteration 15Q: 3 clusters Score -5960850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5960905.500000 Penalty: 5325.737793
	Iteration 16Q: 3 clusters Score -5960906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5960927.000000 Penalty: 5325.737793
	Iteration 17Q: 3 clusters Score -5960927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5960938.000000 Penalty: 5325.737793
	Iteration 18Q: 3 clusters Score -5960938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5960942.000000 Penalty: 5325.737793
	Iteration 19Q: 3 clusters Score -5960942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5960942.000000 Penalty: 5325.737793
	Iteration 20F: 3 clusters Score -5960942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -247298.937500 Penalty: 1882.155273
	Iteration 0F: 2 clusters Score -247298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244636.796875 Penalty: 3764.310547
	Iteration 0F: 3 clusters Score -244636.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -245073.750000 Penalty: 3764.310547
	Iteration 1F: 3 clusters Score -245073.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -245205.531250 Penalty: 3764.310547
	Iteration 2F: 3 clusters Score -245205.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -245291.359375 Penalty: 3764.310547
	Iteration 3Q: 3 clusters Score -245291.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245342.312500 Penalty: 3764.310547
	Iteration 4Q: 3 clusters Score -245342.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -245366.328125 Penalty: 3764.310547
	Iteration 5Q: 3 clusters Score -245366.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -245392.265625 Penalty: 3764.310547
	Iteration 6Q: 3 clusters Score -245392.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -245414.093750 Penalty: 3764.310547
	Iteration 7Q: 3 clusters Score -245414.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245431.406250 Penalty: 3764.310547
	Iteration 8Q: 3 clusters Score -245431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245445.656250 Penalty: 3764.310547
	Iteration 9Q: 3 clusters Score -245445.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245460.250000 Penalty: 3764.310547
	Iteration 10Q: 3 clusters Score -245460.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -245474.171875 Penalty: 3764.310547
	Iteration 11Q: 3 clusters Score -245474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -245481.078125 Penalty: 3764.310547
	Iteration 12Q: 3 clusters Score -245481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245486.625000 Penalty: 3764.310547
	Iteration 13Q: 3 clusters Score -245486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245493.937500 Penalty: 3764.310547
	Iteration 14Q: 3 clusters Score -245493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245499.328125 Penalty: 3764.310547
	Iteration 15Q: 3 clusters Score -245499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245500.687500 Penalty: 3764.310547
	Iteration 16Q: 3 clusters Score -245500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245501.937500 Penalty: 3764.310547
	Iteration 17Q: 3 clusters Score -245501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245503.750000 Penalty: 3764.310547
	Iteration 18Q: 3 clusters Score -245503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245507.828125 Penalty: 3764.310547
	Iteration 19Q: 3 clusters Score -245507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245508.062500 Penalty: 3764.310547
	Iteration 20F: 3 clusters Score -245508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245508.421875 Penalty: 3764.310547
	Iteration 21Q: 3 clusters Score -245508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245508.421875 Penalty: 3764.310547
	Iteration 22F: 3 clusters Score -245508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -208681.125000 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -208681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -206223.328125 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -206223.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206652.859375 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -206652.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -206756.187500 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -206756.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206813.265625 Penalty: 3681.793701
	Iteration 3Q: 3 clusters Score -206813.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -206853.375000 Penalty: 3681.793701
	Iteration 4Q: 3 clusters Score -206853.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -206882.093750 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -206882.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -206906.078125 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -206906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -206913.875000 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -206913.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -206919.859375 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -206919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -206926.218750 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -206926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206932.328125 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -206932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206937.281250 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -206937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206943.171875 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -206943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -206948.250000 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -206948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206952.078125 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -206952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206954.859375 Penalty: 3681.793701
	Iteration 15Q: 3 clusters Score -206954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206955.546875 Penalty: 3681.793701
	Iteration 16Q: 3 clusters Score -206955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -206955.546875 Penalty: 3681.793701
	Iteration 17F: 3 clusters Score -206955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 119424 members 
Mstep: Class 3 contains 13595 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 235030 members 
Mstep: Class 10 contains 238112 members 
Mstep: Class 11 contains 55838 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 24404 members 
Mstep: Class 17 contains 21702 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 46045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064136.000000 Penalty: 78356.250000
Iteration 119Q: 24 clusters Score -1.160641e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 119484 members 
Mstep: Class 3 contains 13553 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50488 members 
Mstep: Class 7 contains 19252 members 
Mstep: Class 8 contains 47422 members 
Mstep: Class 9 contains 235409 members 
Mstep: Class 10 contains 238122 members 
Mstep: Class 11 contains 55807 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9715 members 
Mstep: Class 16 contains 24396 members 
Mstep: Class 17 contains 21726 members 
Mstep: Class 18 contains 17952 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 46038 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064240.000000 Penalty: 78356.250000
Iteration 120F: 24 clusters Score -1.160642e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 119547 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50500 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 46964 members 
Mstep: Class 9 contains 235803 members 
Mstep: Class 10 contains 238124 members 
Mstep: Class 11 contains 55779 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 24406 members 
Mstep: Class 17 contains 21746 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 46049 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064288.000000 Penalty: 78356.250000
Iteration 121Q: 24 clusters Score -1.160643e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 119623 members 
Mstep: Class 3 contains 13469 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50518 members 
Mstep: Class 7 contains 19253 members 
Mstep: Class 8 contains 46502 members 
Mstep: Class 9 contains 236192 members 
Mstep: Class 10 contains 238116 members 
Mstep: Class 11 contains 55768 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9691 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 21772 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 46046 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064480.000000 Penalty: 78356.250000
Iteration 122Q: 24 clusters Score -1.160645e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 119688 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50544 members 
Mstep: Class 7 contains 19241 members 
Mstep: Class 8 contains 46035 members 
Mstep: Class 9 contains 236616 members 
Mstep: Class 10 contains 238110 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 24405 members 
Mstep: Class 17 contains 21798 members 
Mstep: Class 18 contains 17934 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 46044 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064608.000000 Penalty: 78356.250000
Iteration 123Q: 24 clusters Score -1.160646e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 119746 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50572 members 
Mstep: Class 7 contains 19234 members 
Mstep: Class 8 contains 45558 members 
Mstep: Class 9 contains 237054 members 
Mstep: Class 10 contains 238100 members 
Mstep: Class 11 contains 55731 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 21819 members 
Mstep: Class 18 contains 17938 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 46043 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
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Iteration 124Q: 24 clusters Score -1.160648e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 119792 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50600 members 
Mstep: Class 7 contains 19234 members 
Mstep: Class 8 contains 45064 members 
Mstep: Class 9 contains 237557 members 
Mstep: Class 10 contains 238068 members 
Mstep: Class 11 contains 55695 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 24398 members 
Mstep: Class 17 contains 21842 members 
Mstep: Class 18 contains 17940 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 46038 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 125Q: 24 clusters Score -1.160646e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 119831 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50605 members 
Mstep: Class 7 contains 19236 members 
Mstep: Class 8 contains 44576 members 
Mstep: Class 9 contains 238116 members 
Mstep: Class 10 contains 238048 members 
Mstep: Class 11 contains 55651 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 21852 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5634 members 
Mstep: Class 21 contains 46024 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 126Q: 24 clusters Score -1.160648e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 119883 members 
Mstep: Class 3 contains 13297 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50645 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 44058 members 
Mstep: Class 9 contains 238595 members 
Mstep: Class 10 contains 238024 members 
Mstep: Class 11 contains 55636 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9606 members 
Mstep: Class 16 contains 24384 members 
Mstep: Class 17 contains 21878 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 46020 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -1.160647e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 119933 members 
Mstep: Class 3 contains 13268 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50690 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 43524 members 
Mstep: Class 9 contains 239094 members 
Mstep: Class 10 contains 237992 members 
Mstep: Class 11 contains 55609 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 21910 members 
Mstep: Class 18 contains 17956 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 46006 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1676 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -1.160647e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 119982 members 
Mstep: Class 3 contains 13253 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50739 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 43012 members 
Mstep: Class 9 contains 239568 members 
Mstep: Class 10 contains 237962 members 
Mstep: Class 11 contains 55589 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 21925 members 
Mstep: Class 18 contains 17954 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 46002 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1679 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -1.160646e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 120059 members 
Mstep: Class 3 contains 13231 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50765 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 42474 members 
Mstep: Class 9 contains 240076 members 
Mstep: Class 10 contains 237930 members 
Mstep: Class 11 contains 55564 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9556 members 
Mstep: Class 16 contains 24364 members 
Mstep: Class 17 contains 21952 members 
Mstep: Class 18 contains 17962 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1682 members 
Entering Unmasked Estep 
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Iteration 130Q: 24 clusters Score -1.160646e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 120116 members 
Mstep: Class 3 contains 13204 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 7 contains 19182 members 
Mstep: Class 8 contains 41928 members 
Mstep: Class 9 contains 240603 members 
Mstep: Class 10 contains 237929 members 
Mstep: Class 11 contains 55547 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 17 contains 21953 members 
Mstep: Class 18 contains 17983 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 46005 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1682 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -1.160647e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 120175 members 
Mstep: Class 3 contains 13195 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50790 members 
Mstep: Class 7 contains 19147 members 
Mstep: Class 8 contains 41404 members 
Mstep: Class 9 contains 241115 members 
Mstep: Class 10 contains 237903 members 
Mstep: Class 11 contains 55528 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 24353 members 
Mstep: Class 17 contains 21975 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 46000 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1682 members 
Entering Unmasked Estep 
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Iteration 132Q: 24 clusters Score -1.160649e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 120219 members 
Mstep: Class 3 contains 13180 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50803 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 40859 members 
Mstep: Class 9 contains 241709 members 
Mstep: Class 10 contains 237878 members 
Mstep: Class 11 contains 55503 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 24345 members 
Mstep: Class 17 contains 21984 members 
Mstep: Class 18 contains 18023 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 45987 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1682 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -1.16065e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 120266 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50799 members 
Mstep: Class 7 contains 19068 members 
Mstep: Class 8 contains 40345 members 
Mstep: Class 9 contains 242314 members 
Mstep: Class 10 contains 237832 members 
Mstep: Class 11 contains 55458 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 22009 members 
Mstep: Class 18 contains 18036 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 45975 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -1.160651e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 120304 members 
Mstep: Class 3 contains 13146 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50798 members 
Mstep: Class 7 contains 19039 members 
Mstep: Class 8 contains 39830 members 
Mstep: Class 9 contains 242916 members 
Mstep: Class 10 contains 237788 members 
Mstep: Class 11 contains 55432 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 22015 members 
Mstep: Class 18 contains 18049 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 45957 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -1.16065e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 120347 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50788 members 
Mstep: Class 7 contains 19032 members 
Mstep: Class 8 contains 39292 members 
Mstep: Class 9 contains 243537 members 
Mstep: Class 10 contains 237747 members 
Mstep: Class 11 contains 55407 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9478 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 22027 members 
Mstep: Class 18 contains 18058 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5568 members 
Mstep: Class 21 contains 45928 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -1.16065e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 120419 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50785 members 
Mstep: Class 7 contains 18998 members 
Mstep: Class 8 contains 38759 members 
Mstep: Class 9 contains 244151 members 
Mstep: Class 10 contains 237726 members 
Mstep: Class 11 contains 55352 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 17 contains 22037 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 45897 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -1.160653e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 120505 members 
Mstep: Class 3 contains 13072 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50776 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 38210 members 
Mstep: Class 9 contains 244757 members 
Mstep: Class 10 contains 237711 members 
Mstep: Class 11 contains 55319 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 24334 members 
Mstep: Class 17 contains 22045 members 
Mstep: Class 18 contains 18080 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 45860 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -1.160653e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 120577 members 
Mstep: Class 3 contains 13043 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50786 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 37676 members 
Mstep: Class 9 contains 245341 members 
Mstep: Class 10 contains 237695 members 
Mstep: Class 11 contains 55272 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 22053 members 
Mstep: Class 18 contains 18093 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 45824 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -1.160656e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 120672 members 
Mstep: Class 3 contains 13006 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 18903 members 
Mstep: Class 8 contains 37114 members 
Mstep: Class 9 contains 245935 members 
Mstep: Class 10 contains 237684 members 
Mstep: Class 11 contains 55228 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9433 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 17 contains 22065 members 
Mstep: Class 18 contains 18104 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 45792 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 140F: 24 clusters Score -1.160657e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 120793 members 
Mstep: Class 3 contains 12981 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50788 members 
Mstep: Class 7 contains 18874 members 
Mstep: Class 8 contains 36555 members 
Mstep: Class 9 contains 246510 members 
Mstep: Class 10 contains 237667 members 
Mstep: Class 11 contains 55193 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 24325 members 
Mstep: Class 17 contains 22064 members 
Mstep: Class 18 contains 18111 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5563 members 
Mstep: Class 21 contains 45765 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1683 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -1.160657e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 120889 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50776 members 
Mstep: Class 7 contains 18833 members 
Mstep: Class 8 contains 36014 members 
Mstep: Class 9 contains 247121 members 
Mstep: Class 10 contains 237644 members 
Mstep: Class 11 contains 55148 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 24317 members 
Mstep: Class 17 contains 22072 members 
Mstep: Class 18 contains 18107 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 45743 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1684 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -1.160655e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 120983 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 35503 members 
Mstep: Class 9 contains 247719 members 
Mstep: Class 10 contains 237600 members 
Mstep: Class 11 contains 55096 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 9413 members 
Mstep: Class 16 contains 24310 members 
Mstep: Class 17 contains 22068 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5559 members 
Mstep: Class 21 contains 45706 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1686 members 
Entering Unmasked Estep 
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Iteration 143Q: 24 clusters Score -1.160656e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 121090 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50797 members 
Mstep: Class 7 contains 18770 members 
Mstep: Class 8 contains 34985 members 
Mstep: Class 9 contains 248244 members 
Mstep: Class 10 contains 237555 members 
Mstep: Class 11 contains 55059 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 24315 members 
Mstep: Class 17 contains 22082 members 
Mstep: Class 18 contains 18117 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 45671 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 1688 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -1.160656e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 121225 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50816 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 34452 members 
Mstep: Class 9 contains 248760 members 
Mstep: Class 10 contains 237545 members 
Mstep: Class 11 contains 55012 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9394 members 
Mstep: Class 16 contains 24311 members 
Mstep: Class 17 contains 22093 members 
Mstep: Class 18 contains 18127 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5553 members 
Mstep: Class 21 contains 45616 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 1687 members 
Entering Unmasked Estep 
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Iteration 145Q: 24 clusters Score -1.160656e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 121355 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50839 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 33963 members 
Mstep: Class 9 contains 249222 members 
Mstep: Class 10 contains 237536 members 
Mstep: Class 11 contains 54966 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9385 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 22100 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 45563 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1688 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -1.160657e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 121518 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50860 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 33508 members 
Mstep: Class 9 contains 249666 members 
Mstep: Class 10 contains 237514 members 
Mstep: Class 11 contains 54908 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 24331 members 
Mstep: Class 17 contains 22100 members 
Mstep: Class 18 contains 18121 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5546 members 
Mstep: Class 21 contains 45518 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 147Q: 24 clusters Score -1.160655e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 121686 members 
Mstep: Class 3 contains 12876 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50870 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 250096 members 
Mstep: Class 10 contains 237484 members 
Mstep: Class 11 contains 54850 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 22101 members 
Mstep: Class 18 contains 18116 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 45492 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1692 members 
Entering Unmasked Estep 
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Iteration 148Q: 24 clusters Score -1.160656e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 121868 members 
Mstep: Class 3 contains 12867 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50890 members 
Mstep: Class 7 contains 18712 members 
Mstep: Class 8 contains 32583 members 
Mstep: Class 9 contains 250486 members 
Mstep: Class 10 contains 237444 members 
Mstep: Class 11 contains 54797 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 17 contains 22117 members 
Mstep: Class 18 contains 18117 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 45467 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065824.000000 Penalty: 78356.250000
Iteration 149Q: 24 clusters Score -1.160658e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 122007 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50914 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 32098 members 
Mstep: Class 9 contains 250920 members 
Mstep: Class 10 contains 237414 members 
Mstep: Class 11 contains 54734 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9336 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 22129 members 
Mstep: Class 18 contains 18117 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5528 members 
Mstep: Class 21 contains 45449 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065880.000000 Penalty: 78356.250000
Iteration 150Q: 24 clusters Score -1.160659e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 122165 members 
Mstep: Class 3 contains 12865 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50923 members 
Mstep: Class 7 contains 18671 members 
Mstep: Class 8 contains 31663 members 
Mstep: Class 9 contains 251350 members 
Mstep: Class 10 contains 237379 members 
Mstep: Class 11 contains 54653 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 24353 members 
Mstep: Class 17 contains 22145 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5526 members 
Mstep: Class 21 contains 45413 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065984.000000 Penalty: 78356.250000
Iteration 151Q: 24 clusters Score -1.16066e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 122290 members 
Mstep: Class 3 contains 12866 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50925 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 251797 members 
Mstep: Class 10 contains 237331 members 
Mstep: Class 11 contains 54588 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 24356 members 
Mstep: Class 17 contains 22149 members 
Mstep: Class 18 contains 18152 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5522 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065688.000000 Penalty: 78356.250000
Iteration 152Q: 24 clusters Score -1.160657e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 122385 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50929 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 8 contains 30825 members 
Mstep: Class 9 contains 252238 members 
Mstep: Class 10 contains 237285 members 
Mstep: Class 11 contains 54546 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9283 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 17 contains 22163 members 
Mstep: Class 18 contains 18163 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5520 members 
Mstep: Class 21 contains 45357 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065768.000000 Penalty: 78356.250000
Iteration 153Q: 24 clusters Score -1.160658e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 122500 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50939 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 30381 members 
Mstep: Class 9 contains 252650 members 
Mstep: Class 10 contains 237241 members 
Mstep: Class 11 contains 54514 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 18175 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 45337 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066064.000000 Penalty: 78356.250000
Iteration 154Q: 24 clusters Score -1.160661e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 122579 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50949 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 29953 members 
Mstep: Class 9 contains 253102 members 
Mstep: Class 10 contains 237198 members 
Mstep: Class 11 contains 54469 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 24354 members 
Mstep: Class 17 contains 22178 members 
Mstep: Class 18 contains 18197 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5514 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065736.000000 Penalty: 78356.250000
Iteration 155Q: 24 clusters Score -1.160657e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 122700 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50964 members 
Mstep: Class 7 contains 18589 members 
Mstep: Class 8 contains 29505 members 
Mstep: Class 9 contains 253530 members 
Mstep: Class 10 contains 237177 members 
Mstep: Class 11 contains 54408 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 24354 members 
Mstep: Class 17 contains 22190 members 
Mstep: Class 18 contains 18222 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5512 members 
Mstep: Class 21 contains 45273 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065904.000000 Penalty: 78356.250000
Iteration 156Q: 24 clusters Score -1.160659e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 122815 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50960 members 
Mstep: Class 7 contains 18574 members 
Mstep: Class 8 contains 29062 members 
Mstep: Class 9 contains 253966 members 
Mstep: Class 10 contains 237154 members 
Mstep: Class 11 contains 54341 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 24362 members 
Mstep: Class 17 contains 22194 members 
Mstep: Class 18 contains 18247 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5511 members 
Mstep: Class 21 contains 45245 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065944.000000 Penalty: 78356.250000
Iteration 157Q: 24 clusters Score -1.160659e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 122945 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50968 members 
Mstep: Class 7 contains 18554 members 
Mstep: Class 8 contains 28614 members 
Mstep: Class 9 contains 254357 members 
Mstep: Class 10 contains 237158 members 
Mstep: Class 11 contains 54289 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 22209 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5509 members 
Mstep: Class 21 contains 45206 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065712.000000 Penalty: 78356.250000
Iteration 158Q: 24 clusters Score -1.160657e+08 nChanged 1269
Entering ConstructFrom: 
Score: -116065712.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -1247882.500000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -1247882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1240309.375000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -1240309 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1242451.875000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -1242452 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1242751.125000 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -1242751 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1242985.875000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -1242986 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1243230.000000 Penalty: 4559.521484
	Iteration 4Q: 3 clusters Score -1243230 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1243492.500000 Penalty: 4559.521484
	Iteration 5Q: 3 clusters Score -1243492 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1243807.875000 Penalty: 4559.521484
	Iteration 6Q: 3 clusters Score -1243808 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1244180.625000 Penalty: 4559.521484
	Iteration 7F: 3 clusters Score -1244181 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1244560.250000 Penalty: 4559.521484
	Iteration 8F: 3 clusters Score -1244560 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1244930.500000 Penalty: 4559.521484
	Iteration 9F: 3 clusters Score -1244930 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1245335.875000 Penalty: 4559.521484
	Iteration 10F: 3 clusters Score -1245336 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1245712.875000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -1245713 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1246078.750000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -1246079 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1246297.750000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -1246298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1246414.250000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -1246414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1246467.375000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -1246467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1246494.625000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -1246495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1246507.125000 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -1246507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1246515.250000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -1246515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1246521.875000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -1246522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1246521.375000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -1246521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1246522.750000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -1246523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1246525.625000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -1246526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1246523.500000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -1246524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1246524.250000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -1246524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1246525.750000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -1246526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1246526.125000 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -1246526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1246528.750000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -1246529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1246529.250000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -1246529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1246530.375000 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -1246530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1246531.125000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -1246531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1246531.375000 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -1246531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1246531.375000 Penalty: 4559.521484
	Iteration 32F: 3 clusters Score -1246531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (123071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Entering Unmasked Estep 
Score: -15797726.000000 Penalty: 2906.688232
	Iteration 0F: 2 clusters Score -1.579773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -15715770.000000 Penalty: 5813.376465
	Iteration 0F: 3 clusters Score -1.571577e+07 nChanged 58481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -15749315.000000 Penalty: 5813.376465
	Iteration 1F: 3 clusters Score -1.574932e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -15749943.000000 Penalty: 5813.376465
	Iteration 2Q: 3 clusters Score -1.574994e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -15750706.000000 Penalty: 5813.376465
	Iteration 3Q: 3 clusters Score -1.575071e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -15751796.000000 Penalty: 5813.376465
	Iteration 4Q: 3 clusters Score -1.57518e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -15753444.000000 Penalty: 5813.376465
	Iteration 5Q: 3 clusters Score -1.575344e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -15756085.000000 Penalty: 5813.376465
	Iteration 6Q: 3 clusters Score -1.575608e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -15760335.000000 Penalty: 5813.376465
	Iteration 7F: 3 clusters Score -1.576034e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -15767141.000000 Penalty: 5813.376465
	Iteration 8F: 3 clusters Score -1.576714e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -15776003.000000 Penalty: 5813.376465
	Iteration 9F: 3 clusters Score -1.5776e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -15784289.000000 Penalty: 5813.376465
	Iteration 10F: 3 clusters Score -1.578429e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -15789278.000000 Penalty: 5813.376465
	Iteration 11Q: 3 clusters Score -1.578928e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -15791051.000000 Penalty: 5813.376465
	Iteration 12Q: 3 clusters Score -1.579105e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -15791946.000000 Penalty: 5813.376465
	Iteration 13Q: 3 clusters Score -1.579195e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -15792554.000000 Penalty: 5813.376465
	Iteration 14Q: 3 clusters Score -1.579255e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -15792948.000000 Penalty: 5813.376465
	Iteration 15Q: 3 clusters Score -1.579295e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -15793352.000000 Penalty: 5813.376465
	Iteration 16Q: 3 clusters Score -1.579335e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -15793582.000000 Penalty: 5813.376465
	Iteration 17Q: 3 clusters Score -1.579358e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -15793822.000000 Penalty: 5813.376465
	Iteration 18Q: 3 clusters Score -1.579382e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -15794037.000000 Penalty: 5813.376465
	Iteration 19Q: 3 clusters Score -1.579404e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -15794256.000000 Penalty: 5813.376465
	Iteration 20F: 3 clusters Score -1.579426e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -15794493.000000 Penalty: 5813.376465
	Iteration 21Q: 3 clusters Score -1.579449e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -15794587.000000 Penalty: 5813.376465
	Iteration 22Q: 3 clusters Score -1.579459e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -15794769.000000 Penalty: 5813.376465
	Iteration 23Q: 3 clusters Score -1.579477e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -15794898.000000 Penalty: 5813.376465
	Iteration 24Q: 3 clusters Score -1.57949e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -15794957.000000 Penalty: 5813.376465
	Iteration 25Q: 3 clusters Score -1.579496e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -15794982.000000 Penalty: 5813.376465
	Iteration 26Q: 3 clusters Score -1.579498e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -15795020.000000 Penalty: 5813.376465
	Iteration 27Q: 3 clusters Score -1.579502e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -15795096.000000 Penalty: 5813.376465
	Iteration 28Q: 3 clusters Score -1.57951e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -15795149.000000 Penalty: 5813.376465
	Iteration 29Q: 3 clusters Score -1.579515e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119759 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -15795240.000000 Penalty: 5813.376465
	Iteration 30Q: 3 clusters Score -1.579524e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119961 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -15795304.000000 Penalty: 5813.376465
	Iteration 31Q: 3 clusters Score -1.57953e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15795350.000000 Penalty: 5813.376465
	Iteration 32Q: 3 clusters Score -1.579535e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15795404.000000 Penalty: 5813.376465
	Iteration 33Q: 3 clusters Score -1.57954e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -15795418.000000 Penalty: 5813.376465
	Iteration 34Q: 3 clusters Score -1.579542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -15795437.000000 Penalty: 5813.376465
	Iteration 35Q: 3 clusters Score -1.579544e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -15795439.000000 Penalty: 5813.376465
	Iteration 36Q: 3 clusters Score -1.579544e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15795460.000000 Penalty: 5813.376465
	Iteration 37Q: 3 clusters Score -1.579546e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -15795474.000000 Penalty: 5813.376465
	Iteration 38Q: 3 clusters Score -1.579547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15795475.000000 Penalty: 5813.376465
	Iteration 39Q: 3 clusters Score -1.579548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15795503.000000 Penalty: 5813.376465
	Iteration 40F: 3 clusters Score -1.57955e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15795502.000000 Penalty: 5813.376465
	Iteration 41Q: 3 clusters Score -1.57955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120883 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -15795493.000000 Penalty: 5813.376465
	Iteration 42Q: 3 clusters Score -1.579549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -15795523.000000 Penalty: 5813.376465
	Iteration 43Q: 3 clusters Score -1.579552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15795507.000000 Penalty: 5813.376465
	Iteration 44Q: 3 clusters Score -1.579551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -15795530.000000 Penalty: 5813.376465
	Iteration 45Q: 3 clusters Score -1.579553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15795526.000000 Penalty: 5813.376465
	Iteration 46Q: 3 clusters Score -1.579553e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15795514.000000 Penalty: 5813.376465
	Iteration 47Q: 3 clusters Score -1.579551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15795505.000000 Penalty: 5813.376465
	Iteration 48Q: 3 clusters Score -1.57955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -15795511.000000 Penalty: 5813.376465
	Iteration 49Q: 3 clusters Score -1.579551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15795514.000000 Penalty: 5813.376465
	Iteration 50Q: 3 clusters Score -1.579551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15795502.000000 Penalty: 5813.376465
	Iteration 51Q: 3 clusters Score -1.57955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15795505.000000 Penalty: 5813.376465
	Iteration 52Q: 3 clusters Score -1.57955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15795525.000000 Penalty: 5813.376465
	Iteration 53Q: 3 clusters Score -1.579552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15795542.000000 Penalty: 5813.376465
	Iteration 54Q: 3 clusters Score -1.579554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15795527.000000 Penalty: 5813.376465
	Iteration 55Q: 3 clusters Score -1.579553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121253 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15795535.000000 Penalty: 5813.376465
	Iteration 56Q: 3 clusters Score -1.579554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15795538.000000 Penalty: 5813.376465
	Iteration 57Q: 3 clusters Score -1.579554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15795553.000000 Penalty: 5813.376465
	Iteration 58Q: 3 clusters Score -1.579555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15795566.000000 Penalty: 5813.376465
	Iteration 59Q: 3 clusters Score -1.579557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121327 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15795580.000000 Penalty: 5813.376465
	Iteration 60F: 3 clusters Score -1.579558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -15795574.000000 Penalty: 5813.376465
	Iteration 61Q: 3 clusters Score -1.579557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15795584.000000 Penalty: 5813.376465
	Iteration 62Q: 3 clusters Score -1.579558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15795586.000000 Penalty: 5813.376465
	Iteration 63Q: 3 clusters Score -1.579559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121387 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15795575.000000 Penalty: 5813.376465
	Iteration 64Q: 3 clusters Score -1.579558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121396 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15795574.000000 Penalty: 5813.376465
	Iteration 65Q: 3 clusters Score -1.579557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -15795570.000000 Penalty: 5813.376465
	Iteration 66Q: 3 clusters Score -1.579557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -15795580.000000 Penalty: 5813.376465
	Iteration 67Q: 3 clusters Score -1.579558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15795575.000000 Penalty: 5813.376465
	Iteration 68Q: 3 clusters Score -1.579558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15795585.000000 Penalty: 5813.376465
	Iteration 69Q: 3 clusters Score -1.579558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15795577.000000 Penalty: 5813.376465
	Iteration 70Q: 3 clusters Score -1.579558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15795574.000000 Penalty: 5813.376465
	Iteration 71Q: 3 clusters Score -1.579557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121408 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15795574.000000 Penalty: 5813.376465
	Iteration 72Q: 3 clusters Score -1.579557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15795568.000000 Penalty: 5813.376465
	Iteration 73Q: 3 clusters Score -1.579557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15795567.000000 Penalty: 5813.376465
	Iteration 74Q: 3 clusters Score -1.579557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15795567.000000 Penalty: 5813.376465
	Iteration 75F: 3 clusters Score -1.579557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1548119.500000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1548120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1538661.625000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1538662 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1541609.500000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1541610 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1542001.125000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1542001 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1542282.250000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1542282 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1542517.500000 Penalty: 4691.081543
	Iteration 4Q: 3 clusters Score -1542518 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1542724.250000 Penalty: 4691.081543
	Iteration 5Q: 3 clusters Score -1542724 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1542927.750000 Penalty: 4691.081543
	Iteration 6Q: 3 clusters Score -1542928 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1543134.625000 Penalty: 4691.081543
	Iteration 7Q: 3 clusters Score -1543135 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1543374.875000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1543375 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1543677.625000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1543678 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1544053.875000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1544054 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1544478.000000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1544478 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1544949.000000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1544949 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1545372.000000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1545372 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1545654.375000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1545654 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1545824.625000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1545825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1545938.500000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1545938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1545993.000000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1545993 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1546045.000000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1546045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1546092.750000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1546093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1546121.875000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1546122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1546149.750000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1546150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1546164.000000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1546164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1546187.875000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1546188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1546194.000000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1546194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1546202.625000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -1546203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1546205.875000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -1546206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1546208.000000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -1546208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1546215.625000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -1546216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1546216.750000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -1546217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1546219.000000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -1546219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1546220.750000 Penalty: 4691.081543
	Iteration 31Q: 3 clusters Score -1546221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1546222.375000 Penalty: 4691.081543
	Iteration 32Q: 3 clusters Score -1546222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1546223.125000 Penalty: 4691.081543
	Iteration 33Q: 3 clusters Score -1546223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1546226.375000 Penalty: 4691.081543
	Iteration 34Q: 3 clusters Score -1546226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1546227.750000 Penalty: 4691.081543
	Iteration 35Q: 3 clusters Score -1546228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1546227.250000 Penalty: 4691.081543
	Iteration 36Q: 3 clusters Score -1546227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1546230.625000 Penalty: 4691.081543
	Iteration 37Q: 3 clusters Score -1546231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1546226.625000 Penalty: 4691.081543
	Iteration 38Q: 3 clusters Score -1546227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1546228.250000 Penalty: 4691.081543
	Iteration 39Q: 3 clusters Score -1546228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1546227.875000 Penalty: 4691.081543
	Iteration 40F: 3 clusters Score -1546228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1546230.250000 Penalty: 4691.081543
	Iteration 41Q: 3 clusters Score -1546230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1546227.875000 Penalty: 4691.081543
	Iteration 42Q: 3 clusters Score -1546228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1546227.875000 Penalty: 4691.081543
	Iteration 43F: 3 clusters Score -1546228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -280115.312500 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -280115.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277340.250000 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -277340.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -277869.125000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -277869.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -278008.656250 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -278008.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -278087.312500 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -278087.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -278143.812500 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -278143.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -278190.656250 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -278190.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -278232.968750 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -278233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -278273.343750 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -278273.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -278304.437500 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -278304.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -278340.906250 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -278340.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -278367.187500 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -278367.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -278384.187500 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -278384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -278404.375000 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -278404.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -278428.562500 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -278428.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278456.687500 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -278456.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -278490.968750 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -278491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -278518.968750 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -278519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -278543.593750 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -278543.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -278557.875000 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -278557.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -278570.531250 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -278570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -278582.062500 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -278582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278593.250000 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -278593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -278601.875000 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -278601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -278607.031250 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -278607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -278612.468750 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -278612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -278618.562500 Penalty: 3842.165039
	Iteration 25Q: 3 clusters Score -278618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -278625.218750 Penalty: 3842.165039
	Iteration 26Q: 3 clusters Score -278625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -278627.656250 Penalty: 3842.165039
	Iteration 27Q: 3 clusters Score -278627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -278630.000000 Penalty: 3842.165039
	Iteration 28Q: 3 clusters Score -278630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278631.437500 Penalty: 3842.165039
	Iteration 29Q: 3 clusters Score -278631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -278631.812500 Penalty: 3842.165039
	Iteration 30Q: 3 clusters Score -278631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -278633.187500 Penalty: 3842.165039
	Iteration 31Q: 3 clusters Score -278633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -278633.875000 Penalty: 3842.165039
	Iteration 32Q: 3 clusters Score -278633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -278633.875000 Penalty: 3842.165039
	Iteration 33F: 3 clusters Score -278633.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -52745.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -52745.6 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 227 members 
Entering Unmasked Estep 
Score: -51345.082031 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -51345.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51588.480469 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -51588.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51691.046875 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -51691.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51731.234375 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -51731.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51808.179688 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -51808.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51927.253906 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -51927.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52021.605469 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -52021.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52087.960938 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -52087.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52139.855469 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -52139.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52160.722656 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -52160.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52183.015625 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -52183.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52188.351562 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -52188.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52199.539062 Penalty: 3054.911377
	Iteration 12F: 3 clusters Score -52199.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52289.343750 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -52289.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52326.371094 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -52326.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52398.308594 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -52398.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52633.378906 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -52633.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52678.718750 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -52678.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52718.777344 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -52718.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52741.906250 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -52741.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52762.839844 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -52762.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52789.070312 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -52789.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52805.289062 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -52805.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52817.539062 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -52817.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52825.808594 Penalty: 3054.911377
	Iteration 24Q: 3 clusters Score -52825.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52833.355469 Penalty: 3054.911377
	Iteration 25Q: 3 clusters Score -52833.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52835.562500 Penalty: 3054.911377
	Iteration 26Q: 3 clusters Score -52835.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52845.011719 Penalty: 3054.911377
	Iteration 27Q: 3 clusters Score -52845.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52845.011719 Penalty: 3054.911377
	Iteration 28F: 3 clusters Score -52845.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 123071 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 109 members 
Mstep: Class 6 contains 50974 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 28148 members 
Mstep: Class 9 contains 254782 members 
Mstep: Class 10 contains 237133 members 
Mstep: Class 11 contains 54241 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 22227 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 45174 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 364 members 
Entering Unmasked Estep 
Score: -116064224.000000 Penalty: 81763.039062
Splitting cluster 5 changes total score from -116065712.000000 to -116064224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Entering Unmasked Estep 
Score: -6576011.500000 Penalty: 2688.089600
	Iteration 0F: 2 clusters Score -6576012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6541727.500000 Penalty: 5376.179199
	Iteration 0F: 3 clusters Score -6541728 nChanged 23583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6555009.500000 Penalty: 5376.179199
	Iteration 1F: 3 clusters Score -6555010 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6555547.500000 Penalty: 5376.179199
	Iteration 2Q: 3 clusters Score -6555548 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6556086.000000 Penalty: 5376.179199
	Iteration 3Q: 3 clusters Score -6556086 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6556690.500000 Penalty: 5376.179199
	Iteration 4Q: 3 clusters Score -6556690 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -6557387.500000 Penalty: 5376.179199
	Iteration 5Q: 3 clusters Score -6557388 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -6558178.000000 Penalty: 5376.179199
	Iteration 6Q: 3 clusters Score -6558178 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6559308.000000 Penalty: 5376.179199
	Iteration 7Q: 3 clusters Score -6559308 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -6560721.500000 Penalty: 5376.179199
	Iteration 8F: 3 clusters Score -6560722 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6562568.000000 Penalty: 5376.179199
	Iteration 9F: 3 clusters Score -6562568 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -6564811.500000 Penalty: 5376.179199
	Iteration 10F: 3 clusters Score -6564812 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -6566871.500000 Penalty: 5376.179199
	Iteration 11F: 3 clusters Score -6566872 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -6568058.500000 Penalty: 5376.179199
	Iteration 12Q: 3 clusters Score -6568058 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6568641.500000 Penalty: 5376.179199
	Iteration 13Q: 3 clusters Score -6568642 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -6569011.000000 Penalty: 5376.179199
	Iteration 14Q: 3 clusters Score -6569011 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -6569307.500000 Penalty: 5376.179199
	Iteration 15Q: 3 clusters Score -6569308 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -6569562.500000 Penalty: 5376.179199
	Iteration 16Q: 3 clusters Score -6569562 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -6569836.500000 Penalty: 5376.179199
	Iteration 17Q: 3 clusters Score -6569836 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -6570089.000000 Penalty: 5376.179199
	Iteration 18Q: 3 clusters Score -6570089 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -6570311.000000 Penalty: 5376.179199
	Iteration 19Q: 3 clusters Score -6570311 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6570464.000000 Penalty: 5376.179199
	Iteration 20F: 3 clusters Score -6570464 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -6570656.500000 Penalty: 5376.179199
	Iteration 21Q: 3 clusters Score -6570656 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -6570824.000000 Penalty: 5376.179199
	Iteration 22Q: 3 clusters Score -6570824 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6571028.500000 Penalty: 5376.179199
	Iteration 23Q: 3 clusters Score -6571028 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -6571175.500000 Penalty: 5376.179199
	Iteration 24Q: 3 clusters Score -6571176 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -6571308.500000 Penalty: 5376.179199
	Iteration 25Q: 3 clusters Score -6571308 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6571467.500000 Penalty: 5376.179199
	Iteration 26Q: 3 clusters Score -6571468 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -6571632.000000 Penalty: 5376.179199
	Iteration 27Q: 3 clusters Score -6571632 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -6571774.500000 Penalty: 5376.179199
	Iteration 28Q: 3 clusters Score -6571774 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6571908.500000 Penalty: 5376.179199
	Iteration 29Q: 3 clusters Score -6571908 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -6572030.000000 Penalty: 5376.179199
	Iteration 30Q: 3 clusters Score -6572030 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6572150.500000 Penalty: 5376.179199
	Iteration 31Q: 3 clusters Score -6572150 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -6572251.500000 Penalty: 5376.179199
	Iteration 32Q: 3 clusters Score -6572252 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6572329.500000 Penalty: 5376.179199
	Iteration 33Q: 3 clusters Score -6572330 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -6572423.000000 Penalty: 5376.179199
	Iteration 34Q: 3 clusters Score -6572423 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6572515.500000 Penalty: 5376.179199
	Iteration 35Q: 3 clusters Score -6572516 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -6572639.500000 Penalty: 5376.179199
	Iteration 36Q: 3 clusters Score -6572640 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -6572756.500000 Penalty: 5376.179199
	Iteration 37Q: 3 clusters Score -6572756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6572831.500000 Penalty: 5376.179199
	Iteration 38Q: 3 clusters Score -6572832 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6572947.500000 Penalty: 5376.179199
	Iteration 39Q: 3 clusters Score -6572948 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6573052.500000 Penalty: 5376.179199
	Iteration 40F: 3 clusters Score -6573052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6573113.000000 Penalty: 5376.179199
	Iteration 41Q: 3 clusters Score -6573113 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6573174.500000 Penalty: 5376.179199
	Iteration 42Q: 3 clusters Score -6573174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6573256.000000 Penalty: 5376.179199
	Iteration 43Q: 3 clusters Score -6573256 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6573360.500000 Penalty: 5376.179199
	Iteration 44Q: 3 clusters Score -6573360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6573443.000000 Penalty: 5376.179199
	Iteration 45Q: 3 clusters Score -6573443 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6573497.500000 Penalty: 5376.179199
	Iteration 46Q: 3 clusters Score -6573498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6573543.500000 Penalty: 5376.179199
	Iteration 47Q: 3 clusters Score -6573544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6573595.500000 Penalty: 5376.179199
	Iteration 48Q: 3 clusters Score -6573596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6573645.000000 Penalty: 5376.179199
	Iteration 49Q: 3 clusters Score -6573645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6573681.500000 Penalty: 5376.179199
	Iteration 50Q: 3 clusters Score -6573682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6573686.000000 Penalty: 5376.179199
	Iteration 51Q: 3 clusters Score -6573686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6573706.500000 Penalty: 5376.179199
	Iteration 52Q: 3 clusters Score -6573706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6573728.000000 Penalty: 5376.179199
	Iteration 53Q: 3 clusters Score -6573728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6573736.500000 Penalty: 5376.179199
	Iteration 54Q: 3 clusters Score -6573736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6573749.000000 Penalty: 5376.179199
	Iteration 55Q: 3 clusters Score -6573749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6573760.000000 Penalty: 5376.179199
	Iteration 56Q: 3 clusters Score -6573760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6573782.000000 Penalty: 5376.179199
	Iteration 57Q: 3 clusters Score -6573782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6573786.500000 Penalty: 5376.179199
	Iteration 58Q: 3 clusters Score -6573786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6573780.000000 Penalty: 5376.179199
	Iteration 59Q: 3 clusters Score -6573780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6573786.000000 Penalty: 5376.179199
	Iteration 60F: 3 clusters Score -6573786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6573785.000000 Penalty: 5376.179199
	Iteration 61Q: 3 clusters Score -6573785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6573798.500000 Penalty: 5376.179199
	Iteration 62Q: 3 clusters Score -6573798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6573805.500000 Penalty: 5376.179199
	Iteration 63Q: 3 clusters Score -6573806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6573813.500000 Penalty: 5376.179199
	Iteration 64Q: 3 clusters Score -6573814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6573823.000000 Penalty: 5376.179199
	Iteration 65Q: 3 clusters Score -6573823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6573826.500000 Penalty: 5376.179199
	Iteration 66Q: 3 clusters Score -6573826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6573823.000000 Penalty: 5376.179199
	Iteration 67Q: 3 clusters Score -6573823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6573822.000000 Penalty: 5376.179199
	Iteration 68Q: 3 clusters Score -6573822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6573821.500000 Penalty: 5376.179199
	Iteration 69Q: 3 clusters Score -6573822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6573821.500000 Penalty: 5376.179199
	Iteration 70Q: 3 clusters Score -6573822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6573832.000000 Penalty: 5376.179199
	Iteration 71Q: 3 clusters Score -6573832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6573824.500000 Penalty: 5376.179199
	Iteration 72Q: 3 clusters Score -6573824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6573830.000000 Penalty: 5376.179199
	Iteration 73Q: 3 clusters Score -6573830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6573832.500000 Penalty: 5376.179199
	Iteration 74Q: 3 clusters Score -6573832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6573838.000000 Penalty: 5376.179199
	Iteration 75Q: 3 clusters Score -6573838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6573840.500000 Penalty: 5376.179199
	Iteration 76Q: 3 clusters Score -6573840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6573844.000000 Penalty: 5376.179199
	Iteration 77Q: 3 clusters Score -6573844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6573846.500000 Penalty: 5376.179199
	Iteration 78Q: 3 clusters Score -6573846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6573841.500000 Penalty: 5376.179199
	Iteration 79Q: 3 clusters Score -6573842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6573849.500000 Penalty: 5376.179199
	Iteration 80F: 3 clusters Score -6573850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6573857.000000 Penalty: 5376.179199
	Iteration 81Q: 3 clusters Score -6573857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6573855.000000 Penalty: 5376.179199
	Iteration 82Q: 3 clusters Score -6573855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6573856.500000 Penalty: 5376.179199
	Iteration 83Q: 3 clusters Score -6573856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6573855.500000 Penalty: 5376.179199
	Iteration 84Q: 3 clusters Score -6573856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6573846.500000 Penalty: 5376.179199
	Iteration 85Q: 3 clusters Score -6573846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6573848.000000 Penalty: 5376.179199
	Iteration 86Q: 3 clusters Score -6573848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6573847.500000 Penalty: 5376.179199
	Iteration 87Q: 3 clusters Score -6573848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6573849.000000 Penalty: 5376.179199
	Iteration 88Q: 3 clusters Score -6573849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6573853.500000 Penalty: 5376.179199
	Iteration 89Q: 3 clusters Score -6573854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6573854.000000 Penalty: 5376.179199
	Iteration 90Q: 3 clusters Score -6573854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6573856.500000 Penalty: 5376.179199
	Iteration 91Q: 3 clusters Score -6573856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6573859.500000 Penalty: 5376.179199
	Iteration 92Q: 3 clusters Score -6573860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6573859.500000 Penalty: 5376.179199
	Iteration 93F: 3 clusters Score -6573860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Entering Unmasked Estep 
Score: -2395404.250000 Penalty: 2437.226074
	Iteration 0F: 2 clusters Score -2395404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2382258.750000 Penalty: 4874.452148
	Iteration 0F: 3 clusters Score -2382259 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2386673.750000 Penalty: 4874.452148
	Iteration 1F: 3 clusters Score -2386674 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2387023.250000 Penalty: 4874.452148
	Iteration 2F: 3 clusters Score -2387023 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2387298.000000 Penalty: 4874.452148
	Iteration 3Q: 3 clusters Score -2387298 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2387508.750000 Penalty: 4874.452148
	Iteration 4Q: 3 clusters Score -2387509 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2387684.000000 Penalty: 4874.452148
	Iteration 5Q: 3 clusters Score -2387684 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2387842.750000 Penalty: 4874.452148
	Iteration 6Q: 3 clusters Score -2387843 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2388020.000000 Penalty: 4874.452148
	Iteration 7Q: 3 clusters Score -2388020 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2388187.000000 Penalty: 4874.452148
	Iteration 8Q: 3 clusters Score -2388187 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2388337.500000 Penalty: 4874.452148
	Iteration 9Q: 3 clusters Score -2388338 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2388505.000000 Penalty: 4874.452148
	Iteration 10Q: 3 clusters Score -2388505 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2388730.000000 Penalty: 4874.452148
	Iteration 11Q: 3 clusters Score -2388730 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2389000.250000 Penalty: 4874.452148
	Iteration 12Q: 3 clusters Score -2389000 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2389339.000000 Penalty: 4874.452148
	Iteration 13Q: 3 clusters Score -2389339 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2389803.250000 Penalty: 4874.452148
	Iteration 14Q: 3 clusters Score -2389803 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2390372.000000 Penalty: 4874.452148
	Iteration 15Q: 3 clusters Score -2390372 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2390966.750000 Penalty: 4874.452148
	Iteration 16Q: 3 clusters Score -2390967 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2391572.750000 Penalty: 4874.452148
	Iteration 17Q: 3 clusters Score -2391573 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2392162.250000 Penalty: 4874.452148
	Iteration 18Q: 3 clusters Score -2392162 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2392688.000000 Penalty: 4874.452148
	Iteration 19Q: 3 clusters Score -2392688 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2393103.500000 Penalty: 4874.452148
	Iteration 20F: 3 clusters Score -2393104 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2393335.500000 Penalty: 4874.452148
	Iteration 21Q: 3 clusters Score -2393336 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2393538.000000 Penalty: 4874.452148
	Iteration 22Q: 3 clusters Score -2393538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2393703.250000 Penalty: 4874.452148
	Iteration 23Q: 3 clusters Score -2393703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2393796.000000 Penalty: 4874.452148
	Iteration 24Q: 3 clusters Score -2393796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2393835.750000 Penalty: 4874.452148
	Iteration 25Q: 3 clusters Score -2393836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2393864.250000 Penalty: 4874.452148
	Iteration 26Q: 3 clusters Score -2393864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2393882.500000 Penalty: 4874.452148
	Iteration 27Q: 3 clusters Score -2393882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2393900.000000 Penalty: 4874.452148
	Iteration 28Q: 3 clusters Score -2393900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2393910.250000 Penalty: 4874.452148
	Iteration 29Q: 3 clusters Score -2393910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2393915.250000 Penalty: 4874.452148
	Iteration 30Q: 3 clusters Score -2393915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2393918.500000 Penalty: 4874.452148
	Iteration 31Q: 3 clusters Score -2393918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2394099.000000 Penalty: 4874.452148
	Iteration 32F: 3 clusters Score -2394099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2394354.000000 Penalty: 4874.452148
	Iteration 33Q: 3 clusters Score -2394354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2394509.750000 Penalty: 4874.452148
	Iteration 34Q: 3 clusters Score -2394510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2394609.250000 Penalty: 4874.452148
	Iteration 35Q: 3 clusters Score -2394609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2394667.500000 Penalty: 4874.452148
	Iteration 36Q: 3 clusters Score -2394668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2394700.750000 Penalty: 4874.452148
	Iteration 37Q: 3 clusters Score -2394701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2394704.250000 Penalty: 4874.452148
	Iteration 38Q: 3 clusters Score -2394704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2394711.250000 Penalty: 4874.452148
	Iteration 39Q: 3 clusters Score -2394711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2394722.000000 Penalty: 4874.452148
	Iteration 40F: 3 clusters Score -2394722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2394737.250000 Penalty: 4874.452148
	Iteration 41Q: 3 clusters Score -2394737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 4874.452148
	Iteration 42Q: 3 clusters Score -2394742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2394746.250000 Penalty: 4874.452148
	Iteration 43Q: 3 clusters Score -2394746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2394747.250000 Penalty: 4874.452148
	Iteration 44Q: 3 clusters Score -2394747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2394750.000000 Penalty: 4874.452148
	Iteration 45Q: 3 clusters Score -2394750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2394757.000000 Penalty: 4874.452148
	Iteration 46Q: 3 clusters Score -2394757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2394762.750000 Penalty: 4874.452148
	Iteration 47Q: 3 clusters Score -2394763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2394765.500000 Penalty: 4874.452148
	Iteration 48Q: 3 clusters Score -2394766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2394767.750000 Penalty: 4874.452148
	Iteration 49Q: 3 clusters Score -2394768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2394770.500000 Penalty: 4874.452148
	Iteration 50Q: 3 clusters Score -2394770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2394783.750000 Penalty: 4874.452148
	Iteration 51Q: 3 clusters Score -2394784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2394788.750000 Penalty: 4874.452148
	Iteration 52Q: 3 clusters Score -2394789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2394795.250000 Penalty: 4874.452148
	Iteration 53Q: 3 clusters Score -2394795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2394794.250000 Penalty: 4874.452148
	Iteration 54Q: 3 clusters Score -2394794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2394800.250000 Penalty: 4874.452148
	Iteration 55Q: 3 clusters Score -2394800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2394803.750000 Penalty: 4874.452148
	Iteration 56Q: 3 clusters Score -2394804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2394803.500000 Penalty: 4874.452148
	Iteration 57Q: 3 clusters Score -2394804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2394810.750000 Penalty: 4874.452148
	Iteration 58Q: 3 clusters Score -2394811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2394814.250000 Penalty: 4874.452148
	Iteration 59Q: 3 clusters Score -2394814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2394815.000000 Penalty: 4874.452148
	Iteration 60F: 3 clusters Score -2394815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2394817.500000 Penalty: 4874.452148
	Iteration 61Q: 3 clusters Score -2394818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2394819.500000 Penalty: 4874.452148
	Iteration 62Q: 3 clusters Score -2394820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2394819.500000 Penalty: 4874.452148
	Iteration 63F: 3 clusters Score -2394820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Entering Unmasked Estep 
Score: -3603959.750000 Penalty: 2540.817383
	Iteration 0F: 2 clusters Score -3603960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3584655.500000 Penalty: 5081.634766
	Iteration 0F: 3 clusters Score -3584656 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3591332.500000 Penalty: 5081.634766
	Iteration 1F: 3 clusters Score -3591332 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3591828.000000 Penalty: 5081.634766
	Iteration 2Q: 3 clusters Score -3591828 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3592408.000000 Penalty: 5081.634766
	Iteration 3Q: 3 clusters Score -3592408 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3593130.250000 Penalty: 5081.634766
	Iteration 4F: 3 clusters Score -3593130 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3594183.750000 Penalty: 5081.634766
	Iteration 5F: 3 clusters Score -3594184 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3595614.750000 Penalty: 5081.634766
	Iteration 6F: 3 clusters Score -3595615 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3597509.750000 Penalty: 5081.634766
	Iteration 7F: 3 clusters Score -3597510 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3599523.000000 Penalty: 5081.634766
	Iteration 8F: 3 clusters Score -3599523 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3600819.750000 Penalty: 5081.634766
	Iteration 9Q: 3 clusters Score -3600820 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3601366.000000 Penalty: 5081.634766
	Iteration 10Q: 3 clusters Score -3601366 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3601504.750000 Penalty: 5081.634766
	Iteration 11Q: 3 clusters Score -3601505 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3601584.000000 Penalty: 5081.634766
	Iteration 12Q: 3 clusters Score -3601584 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3601615.250000 Penalty: 5081.634766
	Iteration 13Q: 3 clusters Score -3601615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3601649.000000 Penalty: 5081.634766
	Iteration 14Q: 3 clusters Score -3601649 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3601671.000000 Penalty: 5081.634766
	Iteration 15Q: 3 clusters Score -3601671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3601682.000000 Penalty: 5081.634766
	Iteration 16Q: 3 clusters Score -3601682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3601699.500000 Penalty: 5081.634766
	Iteration 17Q: 3 clusters Score -3601700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3601710.500000 Penalty: 5081.634766
	Iteration 18Q: 3 clusters Score -3601710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3601728.500000 Penalty: 5081.634766
	Iteration 19Q: 3 clusters Score -3601728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3601728.250000 Penalty: 5081.634766
	Iteration 20F: 3 clusters Score -3601728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3601733.000000 Penalty: 5081.634766
	Iteration 21Q: 3 clusters Score -3601733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3601740.250000 Penalty: 5081.634766
	Iteration 22Q: 3 clusters Score -3601740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3601751.250000 Penalty: 5081.634766
	Iteration 23Q: 3 clusters Score -3601751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3601754.500000 Penalty: 5081.634766
	Iteration 24Q: 3 clusters Score -3601754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3601765.500000 Penalty: 5081.634766
	Iteration 25Q: 3 clusters Score -3601766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3601766.500000 Penalty: 5081.634766
	Iteration 26Q: 3 clusters Score -3601766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3601769.000000 Penalty: 5081.634766
	Iteration 27Q: 3 clusters Score -3601769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3601776.000000 Penalty: 5081.634766
	Iteration 28Q: 3 clusters Score -3601776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3601775.500000 Penalty: 5081.634766
	Iteration 29Q: 3 clusters Score -3601776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3601777.750000 Penalty: 5081.634766
	Iteration 30Q: 3 clusters Score -3601778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3601772.000000 Penalty: 5081.634766
	Iteration 31Q: 3 clusters Score -3601772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3601780.000000 Penalty: 5081.634766
	Iteration 32Q: 3 clusters Score -3601780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3601785.500000 Penalty: 5081.634766
	Iteration 33Q: 3 clusters Score -3601786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3601785.000000 Penalty: 5081.634766
	Iteration 34Q: 3 clusters Score -3601785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3601789.500000 Penalty: 5081.634766
	Iteration 35Q: 3 clusters Score -3601790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3601789.500000 Penalty: 5081.634766
	Iteration 36Q: 3 clusters Score -3601790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3601787.500000 Penalty: 5081.634766
	Iteration 37Q: 3 clusters Score -3601788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3601790.750000 Penalty: 5081.634766
	Iteration 38Q: 3 clusters Score -3601791 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3601792.250000 Penalty: 5081.634766
	Iteration 39Q: 3 clusters Score -3601792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3601800.500000 Penalty: 5081.634766
	Iteration 40F: 3 clusters Score -3601800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3601790.500000 Penalty: 5081.634766
	Iteration 41Q: 3 clusters Score -3601790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3601790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3601789.000000 Penalty: 5081.634766
	Iteration 43Q: 3 clusters Score -3601789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3601801.250000 Penalty: 5081.634766
	Iteration 44Q: 3 clusters Score -3601801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3601805.250000 Penalty: 5081.634766
	Iteration 45Q: 3 clusters Score -3601805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3601810.750000 Penalty: 5081.634766
	Iteration 46Q: 3 clusters Score -3601811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3601811.250000 Penalty: 5081.634766
	Iteration 47Q: 3 clusters Score -3601811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3601816.750000 Penalty: 5081.634766
	Iteration 48Q: 3 clusters Score -3601817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3601812.250000 Penalty: 5081.634766
	Iteration 49Q: 3 clusters Score -3601812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3601815.750000 Penalty: 5081.634766
	Iteration 50Q: 3 clusters Score -3601816 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3601827.000000 Penalty: 5081.634766
	Iteration 51Q: 3 clusters Score -3601827 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3601822.000000 Penalty: 5081.634766
	Iteration 52Q: 3 clusters Score -3601822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3601823.750000 Penalty: 5081.634766
	Iteration 53Q: 3 clusters Score -3601824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3601836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3601834.250000 Penalty: 5081.634766
	Iteration 55Q: 3 clusters Score -3601834 nChanged 30
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Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3601838.000000 Penalty: 5081.634766
	Iteration 56Q: 3 clusters Score -3601838 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3601840.750000 Penalty: 5081.634766
	Iteration 57Q: 3 clusters Score -3601841 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3601859.000000 Penalty: 5081.634766
	Iteration 58Q: 3 clusters Score -3601859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3601858 nChanged 20
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3601861.000000 Penalty: 5081.634766
	Iteration 60F: 3 clusters Score -3601861 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3601865.750000 Penalty: 5081.634766
	Iteration 61Q: 3 clusters Score -3601866 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3601870.500000 Penalty: 5081.634766
	Iteration 62Q: 3 clusters Score -3601870 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3601864 nChanged 9
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Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3601871.500000 Penalty: 5081.634766
	Iteration 64Q: 3 clusters Score -3601872 nChanged 11
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Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3601872 nChanged 12
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Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3601870 nChanged 11
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3601873 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3601881.000000 Penalty: 5081.634766
	Iteration 68Q: 3 clusters Score -3601881 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3601874 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3601878.000000 Penalty: 5081.634766
	Iteration 70Q: 3 clusters Score -3601878 nChanged 11
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3601875 nChanged 9
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3601881 nChanged 9
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Mstep: Class 1 contains 3340 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3601878 nChanged 10
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Mstep: Class 1 contains 3330 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3601880 nChanged 16
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Mstep: Class 1 contains 3314 members 
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	Iteration 75Q: 3 clusters Score -3601884 nChanged 12
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Mstep: Class 1 contains 3302 members 
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	Iteration 76Q: 3 clusters Score -3601886 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3601889 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3601891 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3601889 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3601889.250000 Penalty: 5081.634766
	Iteration 80F: 3 clusters Score -3601889 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3601891 nChanged 7
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Mstep: Class 1 contains 3255 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3601896 nChanged 7
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 24900 members 
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	Iteration 83Q: 3 clusters Score -3601894 nChanged 7
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3601893 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3601901 nChanged 10
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Mstep: Class 1 contains 3220 members 
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	Iteration 86Q: 3 clusters Score -3601894 nChanged 13
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Mstep: Class 1 contains 3207 members 
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Score: -3601904.500000 Penalty: 5081.634766
	Iteration 87Q: 3 clusters Score -3601904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3601905.250000 Penalty: 5081.634766
	Iteration 88Q: 3 clusters Score -3601905 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3183 members 
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Score: -3601913.000000 Penalty: 5081.634766
	Iteration 89Q: 3 clusters Score -3601913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 24979 members 
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Score: -3601911.750000 Penalty: 5081.634766
	Iteration 90Q: 3 clusters Score -3601912 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3161 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3601913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3601919.250000 Penalty: 5081.634766
	Iteration 92Q: 3 clusters Score -3601919 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3601928.000000 Penalty: 5081.634766
	Iteration 93Q: 3 clusters Score -3601928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
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Entering Unmasked Estep 
Score: -3601924.750000 Penalty: 5081.634766
	Iteration 94Q: 3 clusters Score -3601925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
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Entering Unmasked Estep 
Score: -3601927.750000 Penalty: 5081.634766
	Iteration 95Q: 3 clusters Score -3601928 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3086 members 
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Entering Unmasked Estep 
Score: -3601922.000000 Penalty: 5081.634766
	Iteration 96Q: 3 clusters Score -3601922 nChanged 20
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Mstep: Class 1 contains 3066 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3601919 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3601925 nChanged 20
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Mstep: Class 1 contains 3026 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3601919 nChanged 26
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3601922.250000 Penalty: 5081.634766
	Iteration 100F: 3 clusters Score -3601922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3601926.250000 Penalty: 5081.634766
	Iteration 101Q: 3 clusters Score -3601926 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3601932.500000 Penalty: 5081.634766
	Iteration 102Q: 3 clusters Score -3601932 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3601937.500000 Penalty: 5081.634766
	Iteration 103Q: 3 clusters Score -3601938 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3601941.500000 Penalty: 5081.634766
	Iteration 104Q: 3 clusters Score -3601942 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3601949.500000 Penalty: 5081.634766
	Iteration 105Q: 3 clusters Score -3601950 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3601963.750000 Penalty: 5081.634766
	Iteration 106Q: 3 clusters Score -3601964 nChanged 34
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3601966.500000 Penalty: 5081.634766
	Iteration 107Q: 3 clusters Score -3601966 nChanged 32
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Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3601980.500000 Penalty: 5081.634766
	Iteration 108Q: 3 clusters Score -3601980 nChanged 34
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3601987.750000 Penalty: 5081.634766
	Iteration 109Q: 3 clusters Score -3601988 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3601983.750000 Penalty: 5081.634766
	Iteration 110Q: 3 clusters Score -3601984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3601986.750000 Penalty: 5081.634766
	Iteration 111Q: 3 clusters Score -3601987 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3601988 nChanged 20
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Mstep: Class 1 contains 2644 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3601998 nChanged 20
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Mstep: Class 1 contains 2626 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3602000 nChanged 20
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Mstep: Class 1 contains 2606 members 
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Entering Unmasked Estep 
Score: -3602005.250000 Penalty: 5081.634766
	Iteration 115Q: 3 clusters Score -3602005 nChanged 10
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Mstep: Class 1 contains 2596 members 
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	Iteration 116Q: 3 clusters Score -3602005 nChanged 9
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3602006 nChanged 7
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Mstep: Class 1 contains 2580 members 
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Score: -3602010.750000 Penalty: 5081.634766
	Iteration 118Q: 3 clusters Score -3602011 nChanged 6
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3602008 nChanged 5
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Mstep: Class 1 contains 2571 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3602006 nChanged 4
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Mstep: Class 1 contains 2567 members 
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	Iteration 121Q: 3 clusters Score -3602005 nChanged 5
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Mstep: Class 1 contains 2562 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3602006 nChanged 8
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3602009 nChanged 12
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	Iteration 124Q: 3 clusters Score -3602018 nChanged 13
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Entering Unmasked Estep 
Score: -3602021.750000 Penalty: 5081.634766
	Iteration 125Q: 3 clusters Score -3602022 nChanged 14
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3602012 nChanged 15
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Mstep: Class 1 contains 2500 members 
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Entering Unmasked Estep 
Score: -3602026.250000 Penalty: 5081.634766
	Iteration 127Q: 3 clusters Score -3602026 nChanged 19
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Mstep: Class 1 contains 2481 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3602030 nChanged 19
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Entering Unmasked Estep 
Score: -3602035.500000 Penalty: 5081.634766
	Iteration 129Q: 3 clusters Score -3602036 nChanged 22
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Mstep: Class 1 contains 2442 members 
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Entering Unmasked Estep 
Score: -3602039.500000 Penalty: 5081.634766
	Iteration 130Q: 3 clusters Score -3602040 nChanged 13
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	Iteration 131Q: 3 clusters Score -3602040 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3602046.000000 Penalty: 5081.634766
	Iteration 132Q: 3 clusters Score -3602046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3602046.000000 Penalty: 5081.634766
	Iteration 133Q: 3 clusters Score -3602046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3602040.500000 Penalty: 5081.634766
	Iteration 134Q: 3 clusters Score -3602040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3602045.500000 Penalty: 5081.634766
	Iteration 135Q: 3 clusters Score -3602046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3602046.500000 Penalty: 5081.634766
	Iteration 136Q: 3 clusters Score -3602046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3602043.750000 Penalty: 5081.634766
	Iteration 137Q: 3 clusters Score -3602044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3602045.500000 Penalty: 5081.634766
	Iteration 138Q: 3 clusters Score -3602046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3602047.000000 Penalty: 5081.634766
	Iteration 139Q: 3 clusters Score -3602047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3602051.250000 Penalty: 5081.634766
	Iteration 140F: 3 clusters Score -3602051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3602048.000000 Penalty: 5081.634766
	Iteration 141Q: 3 clusters Score -3602048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3602048.000000 Penalty: 5081.634766
	Iteration 142F: 3 clusters Score -3602048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (254782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254782 members 
Entering Unmasked Estep 
Score: -32448876.000000 Penalty: 3087.144775
	Iteration 0F: 2 clusters Score -3.244888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 127402 members 
Entering Unmasked Estep 
Score: -32288606.000000 Penalty: 6174.289551
	Iteration 0F: 3 clusters Score -3.228861e+07 nChanged 123177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129273 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -32360828.000000 Penalty: 6174.289551
	Iteration 1F: 3 clusters Score -3.236083e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130350 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -32361986.000000 Penalty: 6174.289551
	Iteration 2Q: 3 clusters Score -3.236199e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -32362938.000000 Penalty: 6174.289551
	Iteration 3Q: 3 clusters Score -3.236294e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -32364218.000000 Penalty: 6174.289551
	Iteration 4Q: 3 clusters Score -3.236422e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -32365920.000000 Penalty: 6174.289551
	Iteration 5Q: 3 clusters Score -3.236592e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -32368540.000000 Penalty: 6174.289551
	Iteration 6Q: 3 clusters Score -3.236854e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -32373222.000000 Penalty: 6174.289551
	Iteration 7Q: 3 clusters Score -3.237322e+07 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -32380334.000000 Penalty: 6174.289551
	Iteration 8F: 3 clusters Score -3.238033e+07 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -32391494.000000 Penalty: 6174.289551
	Iteration 9F: 3 clusters Score -3.239149e+07 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -32404842.000000 Penalty: 6174.289551
	Iteration 10F: 3 clusters Score -3.240484e+07 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209303 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -32417422.000000 Penalty: 6174.289551
	Iteration 11F: 3 clusters Score -3.241742e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221059 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -32426742.000000 Penalty: 6174.289551
	Iteration 12F: 3 clusters Score -3.242674e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229069 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -32432642.000000 Penalty: 6174.289551
	Iteration 13Q: 3 clusters Score -3.243264e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234942 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -32436406.000000 Penalty: 6174.289551
	Iteration 14Q: 3 clusters Score -3.243641e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239427 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -32438838.000000 Penalty: 6174.289551
	Iteration 15Q: 3 clusters Score -3.243884e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243056 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -32440918.000000 Penalty: 6174.289551
	Iteration 16Q: 3 clusters Score -3.244092e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245865 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -32442344.000000 Penalty: 6174.289551
	Iteration 17Q: 3 clusters Score -3.244234e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248153 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -32443324.000000 Penalty: 6174.289551
	Iteration 18Q: 3 clusters Score -3.244332e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249888 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -32444008.000000 Penalty: 6174.289551
	Iteration 19Q: 3 clusters Score -3.244401e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251242 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -32444624.000000 Penalty: 6174.289551
	Iteration 20F: 3 clusters Score -3.244462e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252259 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -32445086.000000 Penalty: 6174.289551
	Iteration 21Q: 3 clusters Score -3.244509e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252963 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -32445470.000000 Penalty: 6174.289551
	Iteration 22Q: 3 clusters Score -3.244547e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253440 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -32445682.000000 Penalty: 6174.289551
	Iteration 23Q: 3 clusters Score -3.244568e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253751 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -32445934.000000 Penalty: 6174.289551
	Iteration 24Q: 3 clusters Score -3.244593e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -32446008.000000 Penalty: 6174.289551
	Iteration 25Q: 3 clusters Score -3.244601e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254075 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -32446084.000000 Penalty: 6174.289551
	Iteration 26Q: 3 clusters Score -3.244608e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254155 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -32446118.000000 Penalty: 6174.289551
	Iteration 27Q: 3 clusters Score -3.244612e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32446180.000000 Penalty: 6174.289551
	Iteration 28Q: 3 clusters Score -3.244618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254237 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -32446196.000000 Penalty: 6174.289551
	Iteration 29Q: 3 clusters Score -3.24462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254267 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -32446244.000000 Penalty: 6174.289551
	Iteration 30Q: 3 clusters Score -3.244624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254288 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -32446226.000000 Penalty: 6174.289551
	Iteration 31Q: 3 clusters Score -3.244623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254295 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -32446250.000000 Penalty: 6174.289551
	Iteration 32Q: 3 clusters Score -3.244625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254303 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -32446258.000000 Penalty: 6174.289551
	Iteration 33Q: 3 clusters Score -3.244626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254308 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -32446268.000000 Penalty: 6174.289551
	Iteration 34Q: 3 clusters Score -3.244627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254310 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -32446248.000000 Penalty: 6174.289551
	Iteration 35Q: 3 clusters Score -3.244625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254315 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -32446242.000000 Penalty: 6174.289551
	Iteration 36Q: 3 clusters Score -3.244624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32446250.000000 Penalty: 6174.289551
	Iteration 37Q: 3 clusters Score -3.244625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254322 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32446264.000000 Penalty: 6174.289551
	Iteration 38Q: 3 clusters Score -3.244626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254323 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -32446270.000000 Penalty: 6174.289551
	Iteration 39Q: 3 clusters Score -3.244627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254322 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32446268.000000 Penalty: 6174.289551
	Iteration 40F: 3 clusters Score -3.244627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32446270.000000 Penalty: 6174.289551
	Iteration 41Q: 3 clusters Score -3.244627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32446270.000000 Penalty: 6174.289551
	Iteration 42F: 3 clusters Score -3.244627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (237133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237133 members 
Entering Unmasked Estep 
Score: -30315378.000000 Penalty: 3069.341309
	Iteration 0F: 2 clusters Score -3.031538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -30215826.000000 Penalty: 6138.682617
	Iteration 0F: 3 clusters Score -3.021583e+07 nChanged 114329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119355 members 
Mstep: Class 2 contains 117778 members 
Entering Unmasked Estep 
Score: -30283366.000000 Penalty: 6138.682617
	Iteration 1F: 3 clusters Score -3.028337e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118838 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -30284396.000000 Penalty: 6138.682617
	Iteration 2Q: 3 clusters Score -3.02844e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -30285658.000000 Penalty: 6138.682617
	Iteration 3Q: 3 clusters Score -3.028566e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 121573 members 
Entering Unmasked Estep 
Score: -30286718.000000 Penalty: 6138.682617
	Iteration 4Q: 3 clusters Score -3.028672e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -30288782.000000 Penalty: 6138.682617
	Iteration 5Q: 3 clusters Score -3.028878e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -30291840.000000 Penalty: 6138.682617
	Iteration 6Q: 3 clusters Score -3.029184e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -30296574.000000 Penalty: 6138.682617
	Iteration 7Q: 3 clusters Score -3.029657e+07 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 150694 members 
Entering Unmasked Estep 
Score: -30304150.000000 Penalty: 6138.682617
	Iteration 8F: 3 clusters Score -3.030415e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -30313764.000000 Penalty: 6138.682617
	Iteration 9F: 3 clusters Score -3.031376e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -30322238.000000 Penalty: 6138.682617
	Iteration 10F: 3 clusters Score -3.032224e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 187850 members 
Entering Unmasked Estep 
Score: -30325226.000000 Penalty: 6138.682617
	Iteration 11F: 3 clusters Score -3.032523e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 193782 members 
Entering Unmasked Estep 
Score: -30325354.000000 Penalty: 6138.682617
	Iteration 12Q: 3 clusters Score -3.032535e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -30324146.000000 Penalty: 6138.682617
	Iteration 13Q: 3 clusters Score -3.032415e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 200862 members 
Entering Unmasked Estep 
Score: -30322546.000000 Penalty: 6138.682617
	Iteration 14Q: 3 clusters Score -3.032255e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 203305 members 
Entering Unmasked Estep 
Score: -30321472.000000 Penalty: 6138.682617
	Iteration 15Q: 3 clusters Score -3.032147e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -30320558.000000 Penalty: 6138.682617
	Iteration 16Q: 3 clusters Score -3.032056e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 206882 members 
Entering Unmasked Estep 
Score: -30319574.000000 Penalty: 6138.682617
	Iteration 17Q: 3 clusters Score -3.031957e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 208213 members 
Entering Unmasked Estep 
Score: -30318854.000000 Penalty: 6138.682617
	Iteration 18Q: 3 clusters Score -3.031885e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 209434 members 
Entering Unmasked Estep 
Score: -30318142.000000 Penalty: 6138.682617
	Iteration 19Q: 3 clusters Score -3.031814e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 210512 members 
Entering Unmasked Estep 
Score: -30317440.000000 Penalty: 6138.682617
	Iteration 20F: 3 clusters Score -3.031744e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 211511 members 
Entering Unmasked Estep 
Score: -30316942.000000 Penalty: 6138.682617
	Iteration 21Q: 3 clusters Score -3.031694e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 212423 members 
Entering Unmasked Estep 
Score: -30316602.000000 Penalty: 6138.682617
	Iteration 22Q: 3 clusters Score -3.03166e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 213275 members 
Entering Unmasked Estep 
Score: -30316322.000000 Penalty: 6138.682617
	Iteration 23Q: 3 clusters Score -3.031632e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 214151 members 
Entering Unmasked Estep 
Score: -30316132.000000 Penalty: 6138.682617
	Iteration 24Q: 3 clusters Score -3.031613e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 214976 members 
Entering Unmasked Estep 
Score: -30316094.000000 Penalty: 6138.682617
	Iteration 25Q: 3 clusters Score -3.031609e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 215822 members 
Entering Unmasked Estep 
Score: -30315942.000000 Penalty: 6138.682617
	Iteration 26Q: 3 clusters Score -3.031594e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 216666 members 
Entering Unmasked Estep 
Score: -30315902.000000 Penalty: 6138.682617
	Iteration 27Q: 3 clusters Score -3.03159e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 217484 members 
Entering Unmasked Estep 
Score: -30315978.000000 Penalty: 6138.682617
	Iteration 28Q: 3 clusters Score -3.031598e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 218339 members 
Entering Unmasked Estep 
Score: -30316006.000000 Penalty: 6138.682617
	Iteration 29Q: 3 clusters Score -3.031601e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 219125 members 
Entering Unmasked Estep 
Score: -30316148.000000 Penalty: 6138.682617
	Iteration 30Q: 3 clusters Score -3.031615e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 219897 members 
Entering Unmasked Estep 
Score: -30316320.000000 Penalty: 6138.682617
	Iteration 31Q: 3 clusters Score -3.031632e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 220626 members 
Entering Unmasked Estep 
Score: -30316338.000000 Penalty: 6138.682617
	Iteration 32Q: 3 clusters Score -3.031634e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 221304 members 
Entering Unmasked Estep 
Score: -30316434.000000 Penalty: 6138.682617
	Iteration 33Q: 3 clusters Score -3.031643e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 221964 members 
Entering Unmasked Estep 
Score: -30316536.000000 Penalty: 6138.682617
	Iteration 34Q: 3 clusters Score -3.031654e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 222597 members 
Entering Unmasked Estep 
Score: -30316590.000000 Penalty: 6138.682617
	Iteration 35Q: 3 clusters Score -3.031659e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 223224 members 
Entering Unmasked Estep 
Score: -30316602.000000 Penalty: 6138.682617
	Iteration 36Q: 3 clusters Score -3.03166e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 223790 members 
Entering Unmasked Estep 
Score: -30316726.000000 Penalty: 6138.682617
	Iteration 37Q: 3 clusters Score -3.031673e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 224330 members 
Entering Unmasked Estep 
Score: -30316938.000000 Penalty: 6138.682617
	Iteration 38Q: 3 clusters Score -3.031694e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 224834 members 
Entering Unmasked Estep 
Score: -30317152.000000 Penalty: 6138.682617
	Iteration 39Q: 3 clusters Score -3.031715e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 225299 members 
Entering Unmasked Estep 
Score: -30317180.000000 Penalty: 6138.682617
	Iteration 40F: 3 clusters Score -3.031718e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 225685 members 
Entering Unmasked Estep 
Score: -30317264.000000 Penalty: 6138.682617
	Iteration 41Q: 3 clusters Score -3.031726e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 226036 members 
Entering Unmasked Estep 
Score: -30317378.000000 Penalty: 6138.682617
	Iteration 42Q: 3 clusters Score -3.031738e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 226332 members 
Entering Unmasked Estep 
Score: -30317488.000000 Penalty: 6138.682617
	Iteration 43Q: 3 clusters Score -3.031749e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 226577 members 
Entering Unmasked Estep 
Score: -30317460.000000 Penalty: 6138.682617
	Iteration 44Q: 3 clusters Score -3.031746e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 226799 members 
Entering Unmasked Estep 
Score: -30317472.000000 Penalty: 6138.682617
	Iteration 45Q: 3 clusters Score -3.031747e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 227006 members 
Entering Unmasked Estep 
Score: -30317384.000000 Penalty: 6138.682617
	Iteration 46Q: 3 clusters Score -3.031738e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 227216 members 
Entering Unmasked Estep 
Score: -30317428.000000 Penalty: 6138.682617
	Iteration 47Q: 3 clusters Score -3.031743e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 227443 members 
Entering Unmasked Estep 
Score: -30317436.000000 Penalty: 6138.682617
	Iteration 48Q: 3 clusters Score -3.031744e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 227641 members 
Entering Unmasked Estep 
Score: -30317340.000000 Penalty: 6138.682617
	Iteration 49Q: 3 clusters Score -3.031734e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 227846 members 
Entering Unmasked Estep 
Score: -30317298.000000 Penalty: 6138.682617
	Iteration 50Q: 3 clusters Score -3.03173e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 228055 members 
Entering Unmasked Estep 
Score: -30317302.000000 Penalty: 6138.682617
	Iteration 51Q: 3 clusters Score -3.03173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 228244 members 
Entering Unmasked Estep 
Score: -30317192.000000 Penalty: 6138.682617
	Iteration 52Q: 3 clusters Score -3.031719e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 228414 members 
Entering Unmasked Estep 
Score: -30317244.000000 Penalty: 6138.682617
	Iteration 53Q: 3 clusters Score -3.031724e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 228568 members 
Entering Unmasked Estep 
Score: -30317134.000000 Penalty: 6138.682617
	Iteration 54Q: 3 clusters Score -3.031713e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 228705 members 
Entering Unmasked Estep 
Score: -30317122.000000 Penalty: 6138.682617
	Iteration 55Q: 3 clusters Score -3.031712e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 228833 members 
Entering Unmasked Estep 
Score: -30317034.000000 Penalty: 6138.682617
	Iteration 56Q: 3 clusters Score -3.031703e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 228946 members 
Entering Unmasked Estep 
Score: -30316980.000000 Penalty: 6138.682617
	Iteration 57Q: 3 clusters Score -3.031698e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 229050 members 
Entering Unmasked Estep 
Score: -30316928.000000 Penalty: 6138.682617
	Iteration 58Q: 3 clusters Score -3.031693e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 229136 members 
Entering Unmasked Estep 
Score: -30316884.000000 Penalty: 6138.682617
	Iteration 59Q: 3 clusters Score -3.031688e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 229218 members 
Entering Unmasked Estep 
Score: -30316842.000000 Penalty: 6138.682617
	Iteration 60F: 3 clusters Score -3.031684e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 229315 members 
Entering Unmasked Estep 
Score: -30316802.000000 Penalty: 6138.682617
	Iteration 61Q: 3 clusters Score -3.03168e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 229410 members 
Entering Unmasked Estep 
Score: -30316756.000000 Penalty: 6138.682617
	Iteration 62Q: 3 clusters Score -3.031676e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 229506 members 
Entering Unmasked Estep 
Score: -30316758.000000 Penalty: 6138.682617
	Iteration 63Q: 3 clusters Score -3.031676e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 229587 members 
Entering Unmasked Estep 
Score: -30316686.000000 Penalty: 6138.682617
	Iteration 64Q: 3 clusters Score -3.031669e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 229666 members 
Entering Unmasked Estep 
Score: -30316652.000000 Penalty: 6138.682617
	Iteration 65Q: 3 clusters Score -3.031665e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -30316584.000000 Penalty: 6138.682617
	Iteration 66Q: 3 clusters Score -3.031658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 229829 members 
Entering Unmasked Estep 
Score: -30316566.000000 Penalty: 6138.682617
	Iteration 67Q: 3 clusters Score -3.031657e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 229910 members 
Entering Unmasked Estep 
Score: -30316500.000000 Penalty: 6138.682617
	Iteration 68Q: 3 clusters Score -3.03165e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 229983 members 
Entering Unmasked Estep 
Score: -30316452.000000 Penalty: 6138.682617
	Iteration 69Q: 3 clusters Score -3.031645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 230050 members 
Entering Unmasked Estep 
Score: -30316402.000000 Penalty: 6138.682617
	Iteration 70Q: 3 clusters Score -3.03164e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 230129 members 
Entering Unmasked Estep 
Score: -30316312.000000 Penalty: 6138.682617
	Iteration 71Q: 3 clusters Score -3.031631e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 230199 members 
Entering Unmasked Estep 
Score: -30316276.000000 Penalty: 6138.682617
	Iteration 72Q: 3 clusters Score -3.031628e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 230263 members 
Entering Unmasked Estep 
Score: -30316214.000000 Penalty: 6138.682617
	Iteration 73Q: 3 clusters Score -3.031621e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 230312 members 
Entering Unmasked Estep 
Score: -30316194.000000 Penalty: 6138.682617
	Iteration 74Q: 3 clusters Score -3.031619e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 230357 members 
Entering Unmasked Estep 
Score: -30316178.000000 Penalty: 6138.682617
	Iteration 75Q: 3 clusters Score -3.031618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 230407 members 
Entering Unmasked Estep 
Score: -30316136.000000 Penalty: 6138.682617
	Iteration 76Q: 3 clusters Score -3.031614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 230458 members 
Entering Unmasked Estep 
Score: -30316116.000000 Penalty: 6138.682617
	Iteration 77Q: 3 clusters Score -3.031612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 230512 members 
Entering Unmasked Estep 
Score: -30316110.000000 Penalty: 6138.682617
	Iteration 78Q: 3 clusters Score -3.031611e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 230571 members 
Entering Unmasked Estep 
Score: -30316094.000000 Penalty: 6138.682617
	Iteration 79Q: 3 clusters Score -3.031609e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 230636 members 
Entering Unmasked Estep 
Score: -30316088.000000 Penalty: 6138.682617
	Iteration 80F: 3 clusters Score -3.031609e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 230686 members 
Entering Unmasked Estep 
Score: -30316046.000000 Penalty: 6138.682617
	Iteration 81Q: 3 clusters Score -3.031605e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 230750 members 
Entering Unmasked Estep 
Score: -30316018.000000 Penalty: 6138.682617
	Iteration 82Q: 3 clusters Score -3.031602e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 230811 members 
Entering Unmasked Estep 
Score: -30315948.000000 Penalty: 6138.682617
	Iteration 83Q: 3 clusters Score -3.031595e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 230877 members 
Entering Unmasked Estep 
Score: -30315894.000000 Penalty: 6138.682617
	Iteration 84Q: 3 clusters Score -3.031589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 230936 members 
Entering Unmasked Estep 
Score: -30315900.000000 Penalty: 6138.682617
	Iteration 85Q: 3 clusters Score -3.03159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 230988 members 
Entering Unmasked Estep 
Score: -30315892.000000 Penalty: 6138.682617
	Iteration 86Q: 3 clusters Score -3.031589e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 231052 members 
Entering Unmasked Estep 
Score: -30315892.000000 Penalty: 6138.682617
	Iteration 87Q: 3 clusters Score -3.031589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 231105 members 
Entering Unmasked Estep 
Score: -30315896.000000 Penalty: 6138.682617
	Iteration 88Q: 3 clusters Score -3.03159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 231165 members 
Entering Unmasked Estep 
Score: -30315868.000000 Penalty: 6138.682617
	Iteration 89Q: 3 clusters Score -3.031587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 231215 members 
Entering Unmasked Estep 
Score: -30315830.000000 Penalty: 6138.682617
	Iteration 90Q: 3 clusters Score -3.031583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 231271 members 
Entering Unmasked Estep 
Score: -30315782.000000 Penalty: 6138.682617
	Iteration 91Q: 3 clusters Score -3.031578e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -30315716.000000 Penalty: 6138.682617
	Iteration 92Q: 3 clusters Score -3.031572e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -30315686.000000 Penalty: 6138.682617
	Iteration 93Q: 3 clusters Score -3.031569e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 231449 members 
Entering Unmasked Estep 
Score: -30315666.000000 Penalty: 6138.682617
	Iteration 94Q: 3 clusters Score -3.031567e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -30315628.000000 Penalty: 6138.682617
	Iteration 95Q: 3 clusters Score -3.031563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 231537 members 
Entering Unmasked Estep 
Score: -30315622.000000 Penalty: 6138.682617
	Iteration 96Q: 3 clusters Score -3.031562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 231579 members 
Entering Unmasked Estep 
Score: -30315576.000000 Penalty: 6138.682617
	Iteration 97Q: 3 clusters Score -3.031558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 231622 members 
Entering Unmasked Estep 
Score: -30315560.000000 Penalty: 6138.682617
	Iteration 98Q: 3 clusters Score -3.031556e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 231662 members 
Entering Unmasked Estep 
Score: -30315564.000000 Penalty: 6138.682617
	Iteration 99Q: 3 clusters Score -3.031556e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -30315542.000000 Penalty: 6138.682617
	Iteration 100F: 3 clusters Score -3.031554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 231739 members 
Entering Unmasked Estep 
Score: -30315528.000000 Penalty: 6138.682617
	Iteration 101Q: 3 clusters Score -3.031553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 231769 members 
Entering Unmasked Estep 
Score: -30315484.000000 Penalty: 6138.682617
	Iteration 102Q: 3 clusters Score -3.031548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 231794 members 
Entering Unmasked Estep 
Score: -30315514.000000 Penalty: 6138.682617
	Iteration 103Q: 3 clusters Score -3.031551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 231828 members 
Entering Unmasked Estep 
Score: -30315448.000000 Penalty: 6138.682617
	Iteration 104Q: 3 clusters Score -3.031545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 231870 members 
Entering Unmasked Estep 
Score: -30315428.000000 Penalty: 6138.682617
	Iteration 105Q: 3 clusters Score -3.031543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 231916 members 
Entering Unmasked Estep 
Score: -30315396.000000 Penalty: 6138.682617
	Iteration 106Q: 3 clusters Score -3.03154e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 231962 members 
Entering Unmasked Estep 
Score: -30315374.000000 Penalty: 6138.682617
	Iteration 107Q: 3 clusters Score -3.031537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 232011 members 
Entering Unmasked Estep 
Score: -30315362.000000 Penalty: 6138.682617
	Iteration 108Q: 3 clusters Score -3.031536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 232066 members 
Entering Unmasked Estep 
Score: -30315288.000000 Penalty: 6138.682617
	Iteration 109Q: 3 clusters Score -3.031529e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 232118 members 
Entering Unmasked Estep 
Score: -30315236.000000 Penalty: 6138.682617
	Iteration 110Q: 3 clusters Score -3.031524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 232169 members 
Entering Unmasked Estep 
Score: -30315202.000000 Penalty: 6138.682617
	Iteration 111Q: 3 clusters Score -3.03152e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 232228 members 
Entering Unmasked Estep 
Score: -30315202.000000 Penalty: 6138.682617
	Iteration 112Q: 3 clusters Score -3.03152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 232290 members 
Entering Unmasked Estep 
Score: -30315206.000000 Penalty: 6138.682617
	Iteration 113Q: 3 clusters Score -3.031521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 232343 members 
Entering Unmasked Estep 
Score: -30315176.000000 Penalty: 6138.682617
	Iteration 114Q: 3 clusters Score -3.031518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 232394 members 
Entering Unmasked Estep 
Score: -30315172.000000 Penalty: 6138.682617
	Iteration 115Q: 3 clusters Score -3.031517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 232446 members 
Entering Unmasked Estep 
Score: -30315118.000000 Penalty: 6138.682617
	Iteration 116Q: 3 clusters Score -3.031512e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 232490 members 
Entering Unmasked Estep 
Score: -30315142.000000 Penalty: 6138.682617
	Iteration 117Q: 3 clusters Score -3.031514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 232537 members 
Entering Unmasked Estep 
Score: -30315124.000000 Penalty: 6138.682617
	Iteration 118Q: 3 clusters Score -3.031512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 232582 members 
Entering Unmasked Estep 
Score: -30315118.000000 Penalty: 6138.682617
	Iteration 119Q: 3 clusters Score -3.031512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 232609 members 
Entering Unmasked Estep 
Score: -30315078.000000 Penalty: 6138.682617
	Iteration 120F: 3 clusters Score -3.031508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 232638 members 
Entering Unmasked Estep 
Score: -30315066.000000 Penalty: 6138.682617
	Iteration 121Q: 3 clusters Score -3.031507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 232668 members 
Entering Unmasked Estep 
Score: -30315078.000000 Penalty: 6138.682617
	Iteration 122Q: 3 clusters Score -3.031508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 232687 members 
Entering Unmasked Estep 
Score: -30315064.000000 Penalty: 6138.682617
	Iteration 123Q: 3 clusters Score -3.031506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 232713 members 
Entering Unmasked Estep 
Score: -30315056.000000 Penalty: 6138.682617
	Iteration 124Q: 3 clusters Score -3.031506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 232738 members 
Entering Unmasked Estep 
Score: -30315044.000000 Penalty: 6138.682617
	Iteration 125Q: 3 clusters Score -3.031504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 232766 members 
Entering Unmasked Estep 
Score: -30315026.000000 Penalty: 6138.682617
	Iteration 126Q: 3 clusters Score -3.031503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 232789 members 
Entering Unmasked Estep 
Score: -30314994.000000 Penalty: 6138.682617
	Iteration 127Q: 3 clusters Score -3.031499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -30314994.000000 Penalty: 6138.682617
	Iteration 128Q: 3 clusters Score -3.031499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 232851 members 
Entering Unmasked Estep 
Score: -30315018.000000 Penalty: 6138.682617
	Iteration 129Q: 3 clusters Score -3.031502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 232890 members 
Entering Unmasked Estep 
Score: -30314976.000000 Penalty: 6138.682617
	Iteration 130Q: 3 clusters Score -3.031498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 232923 members 
Entering Unmasked Estep 
Score: -30314948.000000 Penalty: 6138.682617
	Iteration 131Q: 3 clusters Score -3.031495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 232952 members 
Entering Unmasked Estep 
Score: -30314920.000000 Penalty: 6138.682617
	Iteration 132Q: 3 clusters Score -3.031492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 232993 members 
Entering Unmasked Estep 
Score: -30314900.000000 Penalty: 6138.682617
	Iteration 133Q: 3 clusters Score -3.03149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 233037 members 
Entering Unmasked Estep 
Score: -30314858.000000 Penalty: 6138.682617
	Iteration 134Q: 3 clusters Score -3.031486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 233085 members 
Entering Unmasked Estep 
Score: -30314868.000000 Penalty: 6138.682617
	Iteration 135Q: 3 clusters Score -3.031487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 233125 members 
Entering Unmasked Estep 
Score: -30314816.000000 Penalty: 6138.682617
	Iteration 136Q: 3 clusters Score -3.031482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 233164 members 
Entering Unmasked Estep 
Score: -30314816.000000 Penalty: 6138.682617
	Iteration 137Q: 3 clusters Score -3.031482e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 233205 members 
Entering Unmasked Estep 
Score: -30314828.000000 Penalty: 6138.682617
	Iteration 138Q: 3 clusters Score -3.031483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 233246 members 
Entering Unmasked Estep 
Score: -30314784.000000 Penalty: 6138.682617
	Iteration 139Q: 3 clusters Score -3.031478e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 233296 members 
Entering Unmasked Estep 
Score: -30314772.000000 Penalty: 6138.682617
	Iteration 140F: 3 clusters Score -3.031477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 233332 members 
Entering Unmasked Estep 
Score: -30314740.000000 Penalty: 6138.682617
	Iteration 141Q: 3 clusters Score -3.031474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 233378 members 
Entering Unmasked Estep 
Score: -30314734.000000 Penalty: 6138.682617
	Iteration 142Q: 3 clusters Score -3.031473e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 233423 members 
Entering Unmasked Estep 
Score: -30314742.000000 Penalty: 6138.682617
	Iteration 143Q: 3 clusters Score -3.031474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 233457 members 
Entering Unmasked Estep 
Score: -30314732.000000 Penalty: 6138.682617
	Iteration 144Q: 3 clusters Score -3.031473e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 233486 members 
Entering Unmasked Estep 
Score: -30314734.000000 Penalty: 6138.682617
	Iteration 145Q: 3 clusters Score -3.031473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 233518 members 
Entering Unmasked Estep 
Score: -30314744.000000 Penalty: 6138.682617
	Iteration 146Q: 3 clusters Score -3.031474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 233556 members 
Entering Unmasked Estep 
Score: -30314696.000000 Penalty: 6138.682617
	Iteration 147Q: 3 clusters Score -3.03147e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -30314752.000000 Penalty: 6138.682617
	Iteration 148Q: 3 clusters Score -3.031475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 233634 members 
Entering Unmasked Estep 
Score: -30314696.000000 Penalty: 6138.682617
	Iteration 149Q: 3 clusters Score -3.03147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 233666 members 
Entering Unmasked Estep 
Score: -30314682.000000 Penalty: 6138.682617
	Iteration 150Q: 3 clusters Score -3.031468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 233706 members 
Entering Unmasked Estep 
Score: -30314636.000000 Penalty: 6138.682617
	Iteration 151Q: 3 clusters Score -3.031464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 233738 members 
Entering Unmasked Estep 
Score: -30314624.000000 Penalty: 6138.682617
	Iteration 152Q: 3 clusters Score -3.031462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -30314586.000000 Penalty: 6138.682617
	Iteration 153Q: 3 clusters Score -3.031459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 233789 members 
Entering Unmasked Estep 
Score: -30314600.000000 Penalty: 6138.682617
	Iteration 154Q: 3 clusters Score -3.03146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 233807 members 
Entering Unmasked Estep 
Score: -30314564.000000 Penalty: 6138.682617
	Iteration 155Q: 3 clusters Score -3.031456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 233821 members 
Entering Unmasked Estep 
Score: -30314558.000000 Penalty: 6138.682617
	Iteration 156Q: 3 clusters Score -3.031456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 233827 members 
Entering Unmasked Estep 
Score: -30314554.000000 Penalty: 6138.682617
	Iteration 157Q: 3 clusters Score -3.031455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 233841 members 
Entering Unmasked Estep 
Score: -30314570.000000 Penalty: 6138.682617
	Iteration 158Q: 3 clusters Score -3.031457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 233855 members 
Entering Unmasked Estep 
Score: -30314536.000000 Penalty: 6138.682617
	Iteration 159Q: 3 clusters Score -3.031454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 233865 members 
Entering Unmasked Estep 
Score: -30314552.000000 Penalty: 6138.682617
	Iteration 160F: 3 clusters Score -3.031455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 233870 members 
Entering Unmasked Estep 
Score: -30314536.000000 Penalty: 6138.682617
	Iteration 161Q: 3 clusters Score -3.031454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 233878 members 
Entering Unmasked Estep 
Score: -30314530.000000 Penalty: 6138.682617
	Iteration 162Q: 3 clusters Score -3.031453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 233886 members 
Entering Unmasked Estep 
Score: -30314518.000000 Penalty: 6138.682617
	Iteration 163Q: 3 clusters Score -3.031452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 233890 members 
Entering Unmasked Estep 
Score: -30314518.000000 Penalty: 6138.682617
	Iteration 164Q: 3 clusters Score -3.031452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 233894 members 
Entering Unmasked Estep 
Score: -30314524.000000 Penalty: 6138.682617
	Iteration 165Q: 3 clusters Score -3.031452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 233898 members 
Entering Unmasked Estep 
Score: -30314522.000000 Penalty: 6138.682617
	Iteration 166Q: 3 clusters Score -3.031452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 233901 members 
Entering Unmasked Estep 
Score: -30314520.000000 Penalty: 6138.682617
	Iteration 167Q: 3 clusters Score -3.031452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 233903 members 
Entering Unmasked Estep 
Score: -30314508.000000 Penalty: 6138.682617
	Iteration 168Q: 3 clusters Score -3.031451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 233908 members 
Entering Unmasked Estep 
Score: -30314518.000000 Penalty: 6138.682617
	Iteration 169Q: 3 clusters Score -3.031452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 233910 members 
Entering Unmasked Estep 
Score: -30314516.000000 Penalty: 6138.682617
	Iteration 170Q: 3 clusters Score -3.031452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 233910 members 
Entering Unmasked Estep 
Score: -30314514.000000 Penalty: 6138.682617
	Iteration 171Q: 3 clusters Score -3.031451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 233911 members 
Entering Unmasked Estep 
Score: -30314518.000000 Penalty: 6138.682617
	Iteration 172Q: 3 clusters Score -3.031452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 233913 members 
Entering Unmasked Estep 
Score: -30314530.000000 Penalty: 6138.682617
	Iteration 173Q: 3 clusters Score -3.031453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 233916 members 
Entering Unmasked Estep 
Score: -30314532.000000 Penalty: 6138.682617
	Iteration 174Q: 3 clusters Score -3.031453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 233917 members 
Entering Unmasked Estep 
Score: -30314526.000000 Penalty: 6138.682617
	Iteration 175Q: 3 clusters Score -3.031453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 233919 members 
Entering Unmasked Estep 
Score: -30314534.000000 Penalty: 6138.682617
	Iteration 176Q: 3 clusters Score -3.031453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 233921 members 
Entering Unmasked Estep 
Score: -30314532.000000 Penalty: 6138.682617
	Iteration 177Q: 3 clusters Score -3.031453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 233924 members 
Entering Unmasked Estep 
Score: -30314520.000000 Penalty: 6138.682617
	Iteration 178Q: 3 clusters Score -3.031452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 233923 members 
Entering Unmasked Estep 
Score: -30314514.000000 Penalty: 6138.682617
	Iteration 179Q: 3 clusters Score -3.031451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 233923 members 
Entering Unmasked Estep 
Score: -30314514.000000 Penalty: 6138.682617
	Iteration 180F: 3 clusters Score -3.031451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Entering Unmasked Estep 
Score: -6774163.000000 Penalty: 2703.495850
	Iteration 0F: 2 clusters Score -6774163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6737550.500000 Penalty: 5406.991699
	Iteration 0F: 3 clusters Score -6737550 nChanged 25084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -6752052.000000 Penalty: 5406.991699
	Iteration 1F: 3 clusters Score -6752052 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6752916.500000 Penalty: 5406.991699
	Iteration 2Q: 3 clusters Score -6752916 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -6754170.000000 Penalty: 5406.991699
	Iteration 3F: 3 clusters Score -6754170 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -6756137.500000 Penalty: 5406.991699
	Iteration 4F: 3 clusters Score -6756138 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -6759059.000000 Penalty: 5406.991699
	Iteration 5F: 3 clusters Score -6759059 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -6763000.000000 Penalty: 5406.991699
	Iteration 6F: 3 clusters Score -6763000 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6766884.500000 Penalty: 5406.991699
	Iteration 7F: 3 clusters Score -6766884 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6769711.000000 Penalty: 5406.991699
	Iteration 8F: 3 clusters Score -6769711 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6771136.000000 Penalty: 5406.991699
	Iteration 9Q: 3 clusters Score -6771136 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6771695.000000 Penalty: 5406.991699
	Iteration 10Q: 3 clusters Score -6771695 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6771892.000000 Penalty: 5406.991699
	Iteration 11Q: 3 clusters Score -6771892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6772009.000000 Penalty: 5406.991699
	Iteration 12Q: 3 clusters Score -6772009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6772056.000000 Penalty: 5406.991699
	Iteration 13Q: 3 clusters Score -6772056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6772104.500000 Penalty: 5406.991699
	Iteration 14Q: 3 clusters Score -6772104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6772115.000000 Penalty: 5406.991699
	Iteration 15Q: 3 clusters Score -6772115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6772134.000000 Penalty: 5406.991699
	Iteration 16Q: 3 clusters Score -6772134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6772158.500000 Penalty: 5406.991699
	Iteration 17Q: 3 clusters Score -6772158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6772169.500000 Penalty: 5406.991699
	Iteration 18Q: 3 clusters Score -6772170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6772175.500000 Penalty: 5406.991699
	Iteration 19Q: 3 clusters Score -6772176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6772186.000000 Penalty: 5406.991699
	Iteration 20F: 3 clusters Score -6772186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6772196.500000 Penalty: 5406.991699
	Iteration 21Q: 3 clusters Score -6772196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6772201.500000 Penalty: 5406.991699
	Iteration 22Q: 3 clusters Score -6772202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6772205.500000 Penalty: 5406.991699
	Iteration 23Q: 3 clusters Score -6772206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6772207.500000 Penalty: 5406.991699
	Iteration 24Q: 3 clusters Score -6772208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6772214.500000 Penalty: 5406.991699
	Iteration 25Q: 3 clusters Score -6772214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6772236.500000 Penalty: 5406.991699
	Iteration 26Q: 3 clusters Score -6772236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6772249.000000 Penalty: 5406.991699
	Iteration 27Q: 3 clusters Score -6772249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6772250.000000 Penalty: 5406.991699
	Iteration 28Q: 3 clusters Score -6772250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6772254.500000 Penalty: 5406.991699
	Iteration 29Q: 3 clusters Score -6772254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6772253.000000 Penalty: 5406.991699
	Iteration 30Q: 3 clusters Score -6772253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6772252.000000 Penalty: 5406.991699
	Iteration 31Q: 3 clusters Score -6772252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6772261.000000 Penalty: 5406.991699
	Iteration 32Q: 3 clusters Score -6772261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6772262.000000 Penalty: 5406.991699
	Iteration 33Q: 3 clusters Score -6772262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6772265.000000 Penalty: 5406.991699
	Iteration 34Q: 3 clusters Score -6772265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6772274.000000 Penalty: 5406.991699
	Iteration 35Q: 3 clusters Score -6772274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6772273.500000 Penalty: 5406.991699
	Iteration 36Q: 3 clusters Score -6772274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6772273.500000 Penalty: 5406.991699
	Iteration 37F: 3 clusters Score -6772274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43068.773438 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43068.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43230.832031 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43230.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43280.507812 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -43280.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43285.863281 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43285.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43288.687500 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43288.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43293.062500 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43293.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43296.894531 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -43296.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43296.894531 Penalty: 2975.472656
	Iteration 7F: 3 clusters Score -43296.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -119311.867188 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -119311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117378.843750 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -117378.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117627.445312 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -117627.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117688.226562 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -117688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117715.828125 Penalty: 3405.999023
	Iteration 3Q: 3 clusters Score -117715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117729.140625 Penalty: 3405.999023
	Iteration 4Q: 3 clusters Score -117729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117737.679688 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -117737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117743.062500 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -117743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117745.437500 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -117745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117747.718750 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -117747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117752.054688 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -117752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117755.617188 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -117755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117759.242188 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -117759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117761.031250 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -117761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117763.945312 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -117763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117766.789062 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -117766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117768.710938 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -117768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117770.039062 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -117770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117771.703125 Penalty: 3405.999023
	Iteration 17Q: 3 clusters Score -117771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117772.531250 Penalty: 3405.999023
	Iteration 18Q: 3 clusters Score -117772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117775.937500 Penalty: 3405.999023
	Iteration 19Q: 3 clusters Score -117775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117779.812500 Penalty: 3405.999023
	Iteration 20F: 3 clusters Score -117779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117783.593750 Penalty: 3405.999023
	Iteration 21Q: 3 clusters Score -117783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117783.593750 Penalty: 3405.999023
	Iteration 22F: 3 clusters Score -117783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -220580.265625 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -220580.3 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 916 members 
Entering Unmasked Estep 
Score: -218074.156250 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -218074.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -218580.421875 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -218580.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -218803.703125 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -218803.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -219053.859375 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -219053.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219379.796875 Penalty: 3725.445068
	Iteration 4F: 3 clusters Score -219379.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219712.875000 Penalty: 3725.445068
	Iteration 5F: 3 clusters Score -219712.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220037.265625 Penalty: 3725.445068
	Iteration 6F: 3 clusters Score -220037.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220366.109375 Penalty: 3725.445068
	Iteration 7F: 3 clusters Score -220366.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220737.187500 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -220737.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221340.875000 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -221340.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -221503.734375 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -221503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221523.796875 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -221523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -221550.937500 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -221550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221579.984375 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -221580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221595.421875 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -221595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221602.906250 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -221602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221605.875000 Penalty: 3725.445068
	Iteration 16Q: 3 clusters Score -221605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221607.531250 Penalty: 3725.445068
	Iteration 17Q: 3 clusters Score -221607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221607.531250 Penalty: 3725.445068
	Iteration 18F: 3 clusters Score -221607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 123071 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50974 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 28148 members 
Mstep: Class 9 contains 254782 members 
Mstep: Class 10 contains 237133 members 
Mstep: Class 11 contains 54241 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 22227 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 45174 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 842 members 
Entering Unmasked Estep 
Score: -116065520.000000 Penalty: 81763.039062
Splitting cluster 14 changes total score from -116065712.000000 to -116065520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Entering Unmasked Estep 
Score: -1203445.250000 Penalty: 2264.508057
	Iteration 0F: 2 clusters Score -1203445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1196277.250000 Penalty: 4529.016113
	Iteration 0F: 3 clusters Score -1196277 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1198259.375000 Penalty: 4529.016113
	Iteration 1F: 3 clusters Score -1198259 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1198488.875000 Penalty: 4529.016113
	Iteration 2F: 3 clusters Score -1198489 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1198632.750000 Penalty: 4529.016113
	Iteration 3Q: 3 clusters Score -1198633 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1198717.750000 Penalty: 4529.016113
	Iteration 4Q: 3 clusters Score -1198718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1198781.375000 Penalty: 4529.016113
	Iteration 5Q: 3 clusters Score -1198781 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1198833.750000 Penalty: 4529.016113
	Iteration 6Q: 3 clusters Score -1198834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1198877.875000 Penalty: 4529.016113
	Iteration 7Q: 3 clusters Score -1198878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1198919.125000 Penalty: 4529.016113
	Iteration 8Q: 3 clusters Score -1198919 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1198958.750000 Penalty: 4529.016113
	Iteration 9Q: 3 clusters Score -1198959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1199000.000000 Penalty: 4529.016113
	Iteration 10Q: 3 clusters Score -1199000 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1199044.000000 Penalty: 4529.016113
	Iteration 11Q: 3 clusters Score -1199044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1199113.000000 Penalty: 4529.016113
	Iteration 12Q: 3 clusters Score -1199113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1199178.250000 Penalty: 4529.016113
	Iteration 13Q: 3 clusters Score -1199178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1199255.500000 Penalty: 4529.016113
	Iteration 14Q: 3 clusters Score -1199256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1199352.750000 Penalty: 4529.016113
	Iteration 15Q: 3 clusters Score -1199353 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1199475.125000 Penalty: 4529.016113
	Iteration 16Q: 3 clusters Score -1199475 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1199637.875000 Penalty: 4529.016113
	Iteration 17Q: 3 clusters Score -1199638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1199838.375000 Penalty: 4529.016113
	Iteration 18Q: 3 clusters Score -1199838 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1200055.875000 Penalty: 4529.016113
	Iteration 19Q: 3 clusters Score -1200056 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1200303.750000 Penalty: 4529.016113
	Iteration 20F: 3 clusters Score -1200304 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1200531.500000 Penalty: 4529.016113
	Iteration 21Q: 3 clusters Score -1200532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1200727.000000 Penalty: 4529.016113
	Iteration 22Q: 3 clusters Score -1200727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1200880.500000 Penalty: 4529.016113
	Iteration 23Q: 3 clusters Score -1200880 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1201007.625000 Penalty: 4529.016113
	Iteration 24Q: 3 clusters Score -1201008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1201107.125000 Penalty: 4529.016113
	Iteration 25Q: 3 clusters Score -1201107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1201187.500000 Penalty: 4529.016113
	Iteration 26Q: 3 clusters Score -1201188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1201249.750000 Penalty: 4529.016113
	Iteration 27Q: 3 clusters Score -1201250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1201305.250000 Penalty: 4529.016113
	Iteration 28Q: 3 clusters Score -1201305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1201363.125000 Penalty: 4529.016113
	Iteration 29Q: 3 clusters Score -1201363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1201420.375000 Penalty: 4529.016113
	Iteration 30Q: 3 clusters Score -1201420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1201458.125000 Penalty: 4529.016113
	Iteration 31Q: 3 clusters Score -1201458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1201480.000000 Penalty: 4529.016113
	Iteration 32Q: 3 clusters Score -1201480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1201498.250000 Penalty: 4529.016113
	Iteration 33Q: 3 clusters Score -1201498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1201507.875000 Penalty: 4529.016113
	Iteration 34Q: 3 clusters Score -1201508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1201510.375000 Penalty: 4529.016113
	Iteration 35Q: 3 clusters Score -1201510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1201513.500000 Penalty: 4529.016113
	Iteration 36Q: 3 clusters Score -1201514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1201515.875000 Penalty: 4529.016113
	Iteration 37Q: 3 clusters Score -1201516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1201515.875000 Penalty: 4529.016113
	Iteration 38Q: 3 clusters Score -1201516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1201515.875000 Penalty: 4529.016113
	Iteration 39F: 3 clusters Score -1201516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Entering Unmasked Estep 
Score: -3156688.000000 Penalty: 2505.003418
	Iteration 0F: 2 clusters Score -3156688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3139760.250000 Penalty: 5010.006836
	Iteration 0F: 3 clusters Score -3139760 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3145663.750000 Penalty: 5010.006836
	Iteration 1F: 3 clusters Score -3145664 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3146038.750000 Penalty: 5010.006836
	Iteration 2Q: 3 clusters Score -3146039 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3146353.250000 Penalty: 5010.006836
	Iteration 3Q: 3 clusters Score -3146353 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3146645.000000 Penalty: 5010.006836
	Iteration 4Q: 3 clusters Score -3146645 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3146894.000000 Penalty: 5010.006836
	Iteration 5Q: 3 clusters Score -3146894 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3147174.500000 Penalty: 5010.006836
	Iteration 6Q: 3 clusters Score -3147174 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3147509.750000 Penalty: 5010.006836
	Iteration 7Q: 3 clusters Score -3147510 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3147930.250000 Penalty: 5010.006836
	Iteration 8Q: 3 clusters Score -3147930 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3148519.250000 Penalty: 5010.006836
	Iteration 9Q: 3 clusters Score -3148519 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3149351.750000 Penalty: 5010.006836
	Iteration 10F: 3 clusters Score -3149352 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3150396.500000 Penalty: 5010.006836
	Iteration 11F: 3 clusters Score -3150396 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3151475.000000 Penalty: 5010.006836
	Iteration 12F: 3 clusters Score -3151475 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3152405.500000 Penalty: 5010.006836
	Iteration 13Q: 3 clusters Score -3152406 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3153106.000000 Penalty: 5010.006836
	Iteration 14Q: 3 clusters Score -3153106 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3153540.750000 Penalty: 5010.006836
	Iteration 15Q: 3 clusters Score -3153541 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3153827.500000 Penalty: 5010.006836
	Iteration 16Q: 3 clusters Score -3153828 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3153992.250000 Penalty: 5010.006836
	Iteration 17Q: 3 clusters Score -3153992 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3154092.750000 Penalty: 5010.006836
	Iteration 18Q: 3 clusters Score -3154093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3154144.750000 Penalty: 5010.006836
	Iteration 19Q: 3 clusters Score -3154145 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3154209.000000 Penalty: 5010.006836
	Iteration 20F: 3 clusters Score -3154209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3154230.250000 Penalty: 5010.006836
	Iteration 21Q: 3 clusters Score -3154230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3154262.000000 Penalty: 5010.006836
	Iteration 22Q: 3 clusters Score -3154262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3154279.250000 Penalty: 5010.006836
	Iteration 23Q: 3 clusters Score -3154279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3154308.250000 Penalty: 5010.006836
	Iteration 24Q: 3 clusters Score -3154308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3154330.000000 Penalty: 5010.006836
	Iteration 25Q: 3 clusters Score -3154330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3154354.750000 Penalty: 5010.006836
	Iteration 26Q: 3 clusters Score -3154355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3154372.000000 Penalty: 5010.006836
	Iteration 27Q: 3 clusters Score -3154372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3154374.500000 Penalty: 5010.006836
	Iteration 28Q: 3 clusters Score -3154374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3154381.250000 Penalty: 5010.006836
	Iteration 29Q: 3 clusters Score -3154381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3154383.500000 Penalty: 5010.006836
	Iteration 30Q: 3 clusters Score -3154384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3154384.000000 Penalty: 5010.006836
	Iteration 31Q: 3 clusters Score -3154384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3154394.000000 Penalty: 5010.006836
	Iteration 32Q: 3 clusters Score -3154394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3154388.750000 Penalty: 5010.006836
	Iteration 33Q: 3 clusters Score -3154389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3154391.750000 Penalty: 5010.006836
	Iteration 34Q: 3 clusters Score -3154392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3154399.750000 Penalty: 5010.006836
	Iteration 35Q: 3 clusters Score -3154400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3154400.750000 Penalty: 5010.006836
	Iteration 36Q: 3 clusters Score -3154401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3154403.500000 Penalty: 5010.006836
	Iteration 37Q: 3 clusters Score -3154404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3154401.000000 Penalty: 5010.006836
	Iteration 38Q: 3 clusters Score -3154401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3154405.750000 Penalty: 5010.006836
	Iteration 39Q: 3 clusters Score -3154406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3154414.250000 Penalty: 5010.006836
	Iteration 40F: 3 clusters Score -3154414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3154419.500000 Penalty: 5010.006836
	Iteration 41Q: 3 clusters Score -3154420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3154428.000000 Penalty: 5010.006836
	Iteration 42Q: 3 clusters Score -3154428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3154420.250000 Penalty: 5010.006836
	Iteration 43Q: 3 clusters Score -3154420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3154423.250000 Penalty: 5010.006836
	Iteration 44Q: 3 clusters Score -3154423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3154428.250000 Penalty: 5010.006836
	Iteration 45Q: 3 clusters Score -3154428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3154421.500000 Penalty: 5010.006836
	Iteration 46Q: 3 clusters Score -3154422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3154425.250000 Penalty: 5010.006836
	Iteration 47Q: 3 clusters Score -3154425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3154419.500000 Penalty: 5010.006836
	Iteration 48Q: 3 clusters Score -3154420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3154424.250000 Penalty: 5010.006836
	Iteration 49Q: 3 clusters Score -3154424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3154431.250000 Penalty: 5010.006836
	Iteration 50Q: 3 clusters Score -3154431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3154431.250000 Penalty: 5010.006836
	Iteration 51Q: 3 clusters Score -3154431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3154436.750000 Penalty: 5010.006836
	Iteration 52Q: 3 clusters Score -3154437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3154440.000000 Penalty: 5010.006836
	Iteration 53Q: 3 clusters Score -3154440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3154436.750000 Penalty: 5010.006836
	Iteration 54Q: 3 clusters Score -3154437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3154442.000000 Penalty: 5010.006836
	Iteration 55Q: 3 clusters Score -3154442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3154438.250000 Penalty: 5010.006836
	Iteration 56Q: 3 clusters Score -3154438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3154438.500000 Penalty: 5010.006836
	Iteration 57Q: 3 clusters Score -3154438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3154441.250000 Penalty: 5010.006836
	Iteration 58Q: 3 clusters Score -3154441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3154442.250000 Penalty: 5010.006836
	Iteration 59Q: 3 clusters Score -3154442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3154442.000000 Penalty: 5010.006836
	Iteration 60F: 3 clusters Score -3154442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3154443.000000 Penalty: 5010.006836
	Iteration 61Q: 3 clusters Score -3154443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3154437.500000 Penalty: 5010.006836
	Iteration 62Q: 3 clusters Score -3154438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3154443.250000 Penalty: 5010.006836
	Iteration 63Q: 3 clusters Score -3154443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3154442.500000 Penalty: 5010.006836
	Iteration 64Q: 3 clusters Score -3154442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3154447.500000 Penalty: 5010.006836
	Iteration 65Q: 3 clusters Score -3154448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3154447.000000 Penalty: 5010.006836
	Iteration 66Q: 3 clusters Score -3154447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3154449.000000 Penalty: 5010.006836
	Iteration 67Q: 3 clusters Score -3154449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3154448.500000 Penalty: 5010.006836
	Iteration 68Q: 3 clusters Score -3154448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3154448.750000 Penalty: 5010.006836
	Iteration 69Q: 3 clusters Score -3154449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3154456.000000 Penalty: 5010.006836
	Iteration 70Q: 3 clusters Score -3154456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3154459.250000 Penalty: 5010.006836
	Iteration 71Q: 3 clusters Score -3154459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3154457.500000 Penalty: 5010.006836
	Iteration 72Q: 3 clusters Score -3154458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3154458.250000 Penalty: 5010.006836
	Iteration 73Q: 3 clusters Score -3154458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3154466.000000 Penalty: 5010.006836
	Iteration 74Q: 3 clusters Score -3154466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3154469.750000 Penalty: 5010.006836
	Iteration 75Q: 3 clusters Score -3154470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3154463.250000 Penalty: 5010.006836
	Iteration 76Q: 3 clusters Score -3154463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3154471.250000 Penalty: 5010.006836
	Iteration 77Q: 3 clusters Score -3154471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3154469.000000 Penalty: 5010.006836
	Iteration 78Q: 3 clusters Score -3154469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3154469.500000 Penalty: 5010.006836
	Iteration 79Q: 3 clusters Score -3154470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3154469.500000 Penalty: 5010.006836
	Iteration 80F: 3 clusters Score -3154470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Entering Unmasked Estep 
Score: -2883089.750000 Penalty: 2482.247559
	Iteration 0F: 2 clusters Score -2883090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2867601.750000 Penalty: 4964.495117
	Iteration 0F: 3 clusters Score -2867602 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2872891.000000 Penalty: 4964.495117
	Iteration 1F: 3 clusters Score -2872891 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2873274.500000 Penalty: 4964.495117
	Iteration 2F: 3 clusters Score -2873274 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2873582.250000 Penalty: 4964.495117
	Iteration 3Q: 3 clusters Score -2873582 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2873821.000000 Penalty: 4964.495117
	Iteration 4Q: 3 clusters Score -2873821 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2873997.250000 Penalty: 4964.495117
	Iteration 5Q: 3 clusters Score -2873997 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2874197.750000 Penalty: 4964.495117
	Iteration 6Q: 3 clusters Score -2874198 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2874402.500000 Penalty: 4964.495117
	Iteration 7Q: 3 clusters Score -2874402 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2874612.250000 Penalty: 4964.495117
	Iteration 8Q: 3 clusters Score -2874612 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2874810.000000 Penalty: 4964.495117
	Iteration 9Q: 3 clusters Score -2874810 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2875011.750000 Penalty: 4964.495117
	Iteration 10Q: 3 clusters Score -2875012 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2875276.500000 Penalty: 4964.495117
	Iteration 11Q: 3 clusters Score -2875276 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2875647.500000 Penalty: 4964.495117
	Iteration 12Q: 3 clusters Score -2875648 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2876124.000000 Penalty: 4964.495117
	Iteration 13Q: 3 clusters Score -2876124 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2876724.000000 Penalty: 4964.495117
	Iteration 14Q: 3 clusters Score -2876724 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2877335.250000 Penalty: 4964.495117
	Iteration 15Q: 3 clusters Score -2877335 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2877890.000000 Penalty: 4964.495117
	Iteration 16Q: 3 clusters Score -2877890 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2878347.250000 Penalty: 4964.495117
	Iteration 17Q: 3 clusters Score -2878347 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2878646.500000 Penalty: 4964.495117
	Iteration 18Q: 3 clusters Score -2878646 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2878867.500000 Penalty: 4964.495117
	Iteration 19Q: 3 clusters Score -2878868 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2878993.000000 Penalty: 4964.495117
	Iteration 20F: 3 clusters Score -2878993 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2879129.750000 Penalty: 4964.495117
	Iteration 21Q: 3 clusters Score -2879130 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2879219.500000 Penalty: 4964.495117
	Iteration 22Q: 3 clusters Score -2879220 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2879295.250000 Penalty: 4964.495117
	Iteration 23Q: 3 clusters Score -2879295 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2879365.500000 Penalty: 4964.495117
	Iteration 24Q: 3 clusters Score -2879366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2879418.000000 Penalty: 4964.495117
	Iteration 25Q: 3 clusters Score -2879418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2879461.250000 Penalty: 4964.495117
	Iteration 26Q: 3 clusters Score -2879461 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2879514.000000 Penalty: 4964.495117
	Iteration 27Q: 3 clusters Score -2879514 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2879550.250000 Penalty: 4964.495117
	Iteration 28Q: 3 clusters Score -2879550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2879585.500000 Penalty: 4964.495117
	Iteration 29Q: 3 clusters Score -2879586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2879618.000000 Penalty: 4964.495117
	Iteration 30Q: 3 clusters Score -2879618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2879663.250000 Penalty: 4964.495117
	Iteration 31Q: 3 clusters Score -2879663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2879690.000000 Penalty: 4964.495117
	Iteration 32Q: 3 clusters Score -2879690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2879722.500000 Penalty: 4964.495117
	Iteration 33Q: 3 clusters Score -2879722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2879763.500000 Penalty: 4964.495117
	Iteration 34Q: 3 clusters Score -2879764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2879800.000000 Penalty: 4964.495117
	Iteration 35Q: 3 clusters Score -2879800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2879840.750000 Penalty: 4964.495117
	Iteration 36Q: 3 clusters Score -2879841 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2879882.500000 Penalty: 4964.495117
	Iteration 37Q: 3 clusters Score -2879882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2879917.250000 Penalty: 4964.495117
	Iteration 38Q: 3 clusters Score -2879917 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2879942.750000 Penalty: 4964.495117
	Iteration 39Q: 3 clusters Score -2879943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2879977.000000 Penalty: 4964.495117
	Iteration 40F: 3 clusters Score -2879977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2880002.000000 Penalty: 4964.495117
	Iteration 41Q: 3 clusters Score -2880002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2880040.000000 Penalty: 4964.495117
	Iteration 42Q: 3 clusters Score -2880040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2880082.000000 Penalty: 4964.495117
	Iteration 43Q: 3 clusters Score -2880082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2880115.250000 Penalty: 4964.495117
	Iteration 44Q: 3 clusters Score -2880115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2880146.500000 Penalty: 4964.495117
	Iteration 45Q: 3 clusters Score -2880146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2880171.000000 Penalty: 4964.495117
	Iteration 46Q: 3 clusters Score -2880171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2880184.000000 Penalty: 4964.495117
	Iteration 47Q: 3 clusters Score -2880184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2880200.500000 Penalty: 4964.495117
	Iteration 48Q: 3 clusters Score -2880200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2880229.000000 Penalty: 4964.495117
	Iteration 49Q: 3 clusters Score -2880229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2880250.500000 Penalty: 4964.495117
	Iteration 50Q: 3 clusters Score -2880250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2880282.000000 Penalty: 4964.495117
	Iteration 51Q: 3 clusters Score -2880282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2880303.000000 Penalty: 4964.495117
	Iteration 52Q: 3 clusters Score -2880303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2880333.750000 Penalty: 4964.495117
	Iteration 53Q: 3 clusters Score -2880334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2880351.750000 Penalty: 4964.495117
	Iteration 54Q: 3 clusters Score -2880352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2880375.750000 Penalty: 4964.495117
	Iteration 55Q: 3 clusters Score -2880376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2880396.500000 Penalty: 4964.495117
	Iteration 56Q: 3 clusters Score -2880396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2880424.500000 Penalty: 4964.495117
	Iteration 57Q: 3 clusters Score -2880424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2880446.250000 Penalty: 4964.495117
	Iteration 58Q: 3 clusters Score -2880446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2880473.250000 Penalty: 4964.495117
	Iteration 59Q: 3 clusters Score -2880473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2880505.500000 Penalty: 4964.495117
	Iteration 60F: 3 clusters Score -2880506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2880534.500000 Penalty: 4964.495117
	Iteration 61Q: 3 clusters Score -2880534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2880564.750000 Penalty: 4964.495117
	Iteration 62Q: 3 clusters Score -2880565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2880585.750000 Penalty: 4964.495117
	Iteration 63Q: 3 clusters Score -2880586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2880597.500000 Penalty: 4964.495117
	Iteration 64Q: 3 clusters Score -2880598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2880616.750000 Penalty: 4964.495117
	Iteration 65Q: 3 clusters Score -2880617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2880629.500000 Penalty: 4964.495117
	Iteration 66Q: 3 clusters Score -2880630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2880638.750000 Penalty: 4964.495117
	Iteration 67Q: 3 clusters Score -2880639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2880659.000000 Penalty: 4964.495117
	Iteration 68Q: 3 clusters Score -2880659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2880658.750000 Penalty: 4964.495117
	Iteration 69Q: 3 clusters Score -2880659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2880668.250000 Penalty: 4964.495117
	Iteration 70Q: 3 clusters Score -2880668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2880669.250000 Penalty: 4964.495117
	Iteration 71Q: 3 clusters Score -2880669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2880687.500000 Penalty: 4964.495117
	Iteration 72Q: 3 clusters Score -2880688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2880697.000000 Penalty: 4964.495117
	Iteration 73Q: 3 clusters Score -2880697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2880716.750000 Penalty: 4964.495117
	Iteration 74Q: 3 clusters Score -2880717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2880736.500000 Penalty: 4964.495117
	Iteration 75Q: 3 clusters Score -2880736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2880755.750000 Penalty: 4964.495117
	Iteration 76Q: 3 clusters Score -2880756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2880777.250000 Penalty: 4964.495117
	Iteration 77Q: 3 clusters Score -2880777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2880798.250000 Penalty: 4964.495117
	Iteration 78Q: 3 clusters Score -2880798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2880816.000000 Penalty: 4964.495117
	Iteration 79Q: 3 clusters Score -2880816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2880822.250000 Penalty: 4964.495117
	Iteration 80F: 3 clusters Score -2880822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2880832.000000 Penalty: 4964.495117
	Iteration 81Q: 3 clusters Score -2880832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2880841.250000 Penalty: 4964.495117
	Iteration 82Q: 3 clusters Score -2880841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2880854.750000 Penalty: 4964.495117
	Iteration 83Q: 3 clusters Score -2880855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2880862.250000 Penalty: 4964.495117
	Iteration 84Q: 3 clusters Score -2880862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2880871.750000 Penalty: 4964.495117
	Iteration 85Q: 3 clusters Score -2880872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2880876.250000 Penalty: 4964.495117
	Iteration 86Q: 3 clusters Score -2880876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2880881.750000 Penalty: 4964.495117
	Iteration 87Q: 3 clusters Score -2880882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2880882.750000 Penalty: 4964.495117
	Iteration 88Q: 3 clusters Score -2880883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2880883.250000 Penalty: 4964.495117
	Iteration 89Q: 3 clusters Score -2880883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2880884.500000 Penalty: 4964.495117
	Iteration 90Q: 3 clusters Score -2880884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2880886.500000 Penalty: 4964.495117
	Iteration 91Q: 3 clusters Score -2880886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2880889.000000 Penalty: 4964.495117
	Iteration 92Q: 3 clusters Score -2880889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2880895.500000 Penalty: 4964.495117
	Iteration 93Q: 3 clusters Score -2880896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2880893.500000 Penalty: 4964.495117
	Iteration 94Q: 3 clusters Score -2880894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2880891.250000 Penalty: 4964.495117
	Iteration 95Q: 3 clusters Score -2880891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2880897.500000 Penalty: 4964.495117
	Iteration 96Q: 3 clusters Score -2880898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2880898.750000 Penalty: 4964.495117
	Iteration 97Q: 3 clusters Score -2880899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2880898.500000 Penalty: 4964.495117
	Iteration 98Q: 3 clusters Score -2880898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2880898.500000 Penalty: 4964.495117
	Iteration 99F: 3 clusters Score -2880898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Entering Unmasked Estep 
Score: -2376198.250000 Penalty: 2434.062012
	Iteration 0F: 2 clusters Score -2376198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2363281.000000 Penalty: 4868.124023
	Iteration 0F: 3 clusters Score -2363281 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2367586.750000 Penalty: 4868.124023
	Iteration 1F: 3 clusters Score -2367587 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2368026.000000 Penalty: 4868.124023
	Iteration 2F: 3 clusters Score -2368026 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2368462.250000 Penalty: 4868.124023
	Iteration 3F: 3 clusters Score -2368462 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2368935.500000 Penalty: 4868.124023
	Iteration 4Q: 3 clusters Score -2368936 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2369494.000000 Penalty: 4868.124023
	Iteration 5F: 3 clusters Score -2369494 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2370135.500000 Penalty: 4868.124023
	Iteration 6F: 3 clusters Score -2370136 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2370832.750000 Penalty: 4868.124023
	Iteration 7F: 3 clusters Score -2370833 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2371567.500000 Penalty: 4868.124023
	Iteration 8F: 3 clusters Score -2371568 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2372382.000000 Penalty: 4868.124023
	Iteration 9F: 3 clusters Score -2372382 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2373000.750000 Penalty: 4868.124023
	Iteration 10Q: 3 clusters Score -2373001 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2373466.500000 Penalty: 4868.124023
	Iteration 11Q: 3 clusters Score -2373466 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2373680.250000 Penalty: 4868.124023
	Iteration 12Q: 3 clusters Score -2373680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2373818.750000 Penalty: 4868.124023
	Iteration 13Q: 3 clusters Score -2373819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2373915.750000 Penalty: 4868.124023
	Iteration 14Q: 3 clusters Score -2373916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2373994.250000 Penalty: 4868.124023
	Iteration 15Q: 3 clusters Score -2373994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2374050.500000 Penalty: 4868.124023
	Iteration 16Q: 3 clusters Score -2374050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2374072.250000 Penalty: 4868.124023
	Iteration 17Q: 3 clusters Score -2374072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2374081.500000 Penalty: 4868.124023
	Iteration 18Q: 3 clusters Score -2374082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2374090.750000 Penalty: 4868.124023
	Iteration 19Q: 3 clusters Score -2374091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2374099.000000 Penalty: 4868.124023
	Iteration 20F: 3 clusters Score -2374099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2374104.250000 Penalty: 4868.124023
	Iteration 21Q: 3 clusters Score -2374104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2374114.250000 Penalty: 4868.124023
	Iteration 22Q: 3 clusters Score -2374114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2374117.750000 Penalty: 4868.124023
	Iteration 23Q: 3 clusters Score -2374118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2374117.250000 Penalty: 4868.124023
	Iteration 24Q: 3 clusters Score -2374117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2374117.250000 Penalty: 4868.124023
	Iteration 25Q: 3 clusters Score -2374117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2374117.250000 Penalty: 4868.124023
	Iteration 26F: 3 clusters Score -2374117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -60578.882812 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -60578.88 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 275 members 
Entering Unmasked Estep 
Score: -59071.691406 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59071.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59413.226562 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59413.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59531.968750 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -59531.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59659.875000 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -59659.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59745.894531 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -59745.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59859.750000 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -59859.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59890.347656 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -59890.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59912.902344 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -59912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59921.113281 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -59921.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59925.589844 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -59925.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59925.589844 Penalty: 3128.816650
	Iteration 10F: 3 clusters Score -59925.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -672976.562500 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -672976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -668150.062500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -668150.1 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -669308.125000 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -669308.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -669611.125000 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -669611.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -669938.062500 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -669938.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -670233.937500 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -670233.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -670506.875000 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -670506.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -670705.062500 Penalty: 4272.522461
	Iteration 6F: 3 clusters Score -670705.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -670866.437500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -670866.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -670993.937500 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -670993.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -671110.062500 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -671110.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -671229.062500 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -671229.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -671325.875000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -671325.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -671393.500000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -671393.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -671439.937500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -671439.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -671474.187500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -671474.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -671502.187500 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -671502.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -671522.812500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -671522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -671537.750000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -671537.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -671552.687500 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -671552.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -671560.937500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -671560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -671572.500000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -671572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -671583.500000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -671583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -671597.312500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -671597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -671607.750000 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -671607.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -671618.125000 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -671618.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -671627.125000 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -671627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -671634.812500 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -671634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -671641.000000 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -671641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -671650.812500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -671650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -671654.562500 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -671654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -671660.187500 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -671660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -671663.750000 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -671663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -671669.437500 Penalty: 4272.522461
	Iteration 32Q: 3 clusters Score -671669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -671673.000000 Penalty: 4272.522461
	Iteration 33Q: 3 clusters Score -671673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -671677.375000 Penalty: 4272.522461
	Iteration 34Q: 3 clusters Score -671677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -671679.187500 Penalty: 4272.522461
	Iteration 35Q: 3 clusters Score -671679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -671679.125000 Penalty: 4272.522461
	Iteration 36Q: 3 clusters Score -671679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -671679.250000 Penalty: 4272.522461
	Iteration 37Q: 3 clusters Score -671679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -671679.250000 Penalty: 4272.522461
	Iteration 38F: 3 clusters Score -671679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Entering Unmasked Estep 
Score: -5850485.000000 Penalty: 2658.132812
	Iteration 0F: 2 clusters Score -5850485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5819974.500000 Penalty: 5316.265625
	Iteration 0F: 3 clusters Score -5819974 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5831259.500000 Penalty: 5316.265625
	Iteration 1F: 3 clusters Score -5831260 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5831786.500000 Penalty: 5316.265625
	Iteration 2Q: 3 clusters Score -5831786 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5832157.000000 Penalty: 5316.265625
	Iteration 3Q: 3 clusters Score -5832157 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -5832488.000000 Penalty: 5316.265625
	Iteration 4Q: 3 clusters Score -5832488 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5832773.500000 Penalty: 5316.265625
	Iteration 5Q: 3 clusters Score -5832774 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5833145.000000 Penalty: 5316.265625
	Iteration 6Q: 3 clusters Score -5833145 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5833639.000000 Penalty: 5316.265625
	Iteration 7Q: 3 clusters Score -5833639 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5834280.000000 Penalty: 5316.265625
	Iteration 8Q: 3 clusters Score -5834280 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -5835367.500000 Penalty: 5316.265625
	Iteration 9Q: 3 clusters Score -5835368 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5837068.500000 Penalty: 5316.265625
	Iteration 10F: 3 clusters Score -5837068 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5839426.000000 Penalty: 5316.265625
	Iteration 11F: 3 clusters Score -5839426 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5842144.500000 Penalty: 5316.265625
	Iteration 12F: 3 clusters Score -5842144 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5844494.500000 Penalty: 5316.265625
	Iteration 13F: 3 clusters Score -5844494 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5846058.500000 Penalty: 5316.265625
	Iteration 14Q: 3 clusters Score -5846058 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5846953.500000 Penalty: 5316.265625
	Iteration 15Q: 3 clusters Score -5846954 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5847439.500000 Penalty: 5316.265625
	Iteration 16Q: 3 clusters Score -5847440 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5847740.000000 Penalty: 5316.265625
	Iteration 17Q: 3 clusters Score -5847740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5847928.500000 Penalty: 5316.265625
	Iteration 18Q: 3 clusters Score -5847928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5848062.000000 Penalty: 5316.265625
	Iteration 19Q: 3 clusters Score -5848062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5848126.500000 Penalty: 5316.265625
	Iteration 20F: 3 clusters Score -5848126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5848172.000000 Penalty: 5316.265625
	Iteration 21Q: 3 clusters Score -5848172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5848193.000000 Penalty: 5316.265625
	Iteration 22Q: 3 clusters Score -5848193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5848203.000000 Penalty: 5316.265625
	Iteration 23Q: 3 clusters Score -5848203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5848222.500000 Penalty: 5316.265625
	Iteration 24Q: 3 clusters Score -5848222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5848228.000000 Penalty: 5316.265625
	Iteration 25Q: 3 clusters Score -5848228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5848240.500000 Penalty: 5316.265625
	Iteration 26Q: 3 clusters Score -5848240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5848238.000000 Penalty: 5316.265625
	Iteration 27Q: 3 clusters Score -5848238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5848246.000000 Penalty: 5316.265625
	Iteration 28Q: 3 clusters Score -5848246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5848250.000000 Penalty: 5316.265625
	Iteration 29Q: 3 clusters Score -5848250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5848247.500000 Penalty: 5316.265625
	Iteration 30Q: 3 clusters Score -5848248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5848251.000000 Penalty: 5316.265625
	Iteration 31Q: 3 clusters Score -5848251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5848255.500000 Penalty: 5316.265625
	Iteration 32Q: 3 clusters Score -5848256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5848255.500000 Penalty: 5316.265625
	Iteration 33Q: 3 clusters Score -5848256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5848256.000000 Penalty: 5316.265625
	Iteration 34Q: 3 clusters Score -5848256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5848264.000000 Penalty: 5316.265625
	Iteration 35Q: 3 clusters Score -5848264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5848262.000000 Penalty: 5316.265625
	Iteration 36Q: 3 clusters Score -5848262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5848261.000000 Penalty: 5316.265625
	Iteration 37Q: 3 clusters Score -5848261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5848266.000000 Penalty: 5316.265625
	Iteration 38Q: 3 clusters Score -5848266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5848269.000000 Penalty: 5316.265625
	Iteration 39Q: 3 clusters Score -5848269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5848270.500000 Penalty: 5316.265625
	Iteration 40F: 3 clusters Score -5848270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5848266.500000 Penalty: 5316.265625
	Iteration 41Q: 3 clusters Score -5848266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5848266.500000 Penalty: 5316.265625
	Iteration 42F: 3 clusters Score -5848266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -249853.984375 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -249854 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 1039 members 
Entering Unmasked Estep 
Score: -247244.500000 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -247244.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247699.484375 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -247699.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -247815.140625 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -247815.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -247895.171875 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -247895.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -247951.515625 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -247951.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -247984.234375 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -247984.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -248008.171875 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -248008.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -248036.609375 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -248036.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -248061.296875 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -248061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -248084.468750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -248084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -248096.953125 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -248097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -248107.531250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -248107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248110.000000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -248110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248111.312500 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -248111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248111.609375 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -248111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248111.609375 Penalty: 3769.303223
	Iteration 15F: 3 clusters Score -248111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -211206.937500 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -211206.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208781.812500 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -208781.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209171.812500 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -209171.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209291.578125 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -209291.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209356.890625 Penalty: 3687.684570
	Iteration 3Q: 3 clusters Score -209356.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209396.203125 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -209396.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209418.812500 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -209418.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209440.781250 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -209440.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -209453.218750 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -209453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209460.953125 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -209461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -209466.562500 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -209466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209470.750000 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -209470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209472.359375 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -209472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209475.500000 Penalty: 3687.684570
	Iteration 12Q: 3 clusters Score -209475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209479.968750 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -209480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209481.734375 Penalty: 3687.684570
	Iteration 14Q: 3 clusters Score -209481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -209485.437500 Penalty: 3687.684570
	Iteration 15Q: 3 clusters Score -209485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -209491.203125 Penalty: 3687.684570
	Iteration 16Q: 3 clusters Score -209491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -209496.203125 Penalty: 3687.684570
	Iteration 17Q: 3 clusters Score -209496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209499.109375 Penalty: 3687.684570
	Iteration 18Q: 3 clusters Score -209499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209500.078125 Penalty: 3687.684570
	Iteration 19Q: 3 clusters Score -209500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209502.593750 Penalty: 3687.684570
	Iteration 20F: 3 clusters Score -209502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209504.796875 Penalty: 3687.684570
	Iteration 21Q: 3 clusters Score -209504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209508.656250 Penalty: 3687.684570
	Iteration 22Q: 3 clusters Score -209508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209512.437500 Penalty: 3687.684570
	Iteration 23Q: 3 clusters Score -209512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209512.437500 Penalty: 3687.684570
	Iteration 24F: 3 clusters Score -209512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 123071 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50974 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 28148 members 
Mstep: Class 9 contains 254782 members 
Mstep: Class 10 contains 237133 members 
Mstep: Class 11 contains 54241 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 22227 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 45174 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
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Iteration 159Q: 24 clusters Score -1.16066e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 123218 members 
Mstep: Class 3 contains 12800 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50980 members 
Mstep: Class 7 contains 18508 members 
Mstep: Class 8 contains 27681 members 
Mstep: Class 9 contains 255222 members 
Mstep: Class 10 contains 237100 members 
Mstep: Class 11 contains 54190 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 22233 members 
Mstep: Class 18 contains 18332 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5505 members 
Mstep: Class 21 contains 45139 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 1693 members 
Entering Unmasked Estep 
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Iteration 160F: 24 clusters Score -1.160662e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 123382 members 
Mstep: Class 3 contains 12787 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50991 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 8 contains 27218 members 
Mstep: Class 9 contains 255630 members 
Mstep: Class 10 contains 237082 members 
Mstep: Class 11 contains 54129 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 24343 members 
Mstep: Class 17 contains 22245 members 
Mstep: Class 18 contains 18365 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5501 members 
Mstep: Class 21 contains 45112 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
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Iteration 161Q: 24 clusters Score -1.160664e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 123569 members 
Mstep: Class 3 contains 12781 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50985 members 
Mstep: Class 7 contains 18452 members 
Mstep: Class 8 contains 26792 members 
Mstep: Class 9 contains 256019 members 
Mstep: Class 10 contains 237056 members 
Mstep: Class 11 contains 54069 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 24335 members 
Mstep: Class 17 contains 22258 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5496 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
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Iteration 162Q: 24 clusters Score -1.160663e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 123732 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50993 members 
Mstep: Class 7 contains 18432 members 
Mstep: Class 8 contains 26356 members 
Mstep: Class 9 contains 256445 members 
Mstep: Class 10 contains 237035 members 
Mstep: Class 11 contains 53994 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 17 contains 22267 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 45036 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1695 members 
Entering Unmasked Estep 
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Iteration 163Q: 24 clusters Score -1.160662e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 123936 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50995 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 25922 members 
Mstep: Class 9 contains 256839 members 
Mstep: Class 10 contains 236995 members 
Mstep: Class 11 contains 53931 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 24326 members 
Mstep: Class 17 contains 22284 members 
Mstep: Class 18 contains 18391 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1697 members 
Entering Unmasked Estep 
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Iteration 164Q: 24 clusters Score -1.160664e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 124115 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51023 members 
Mstep: Class 7 contains 18407 members 
Mstep: Class 8 contains 25488 members 
Mstep: Class 9 contains 257216 members 
Mstep: Class 10 contains 236959 members 
Mstep: Class 11 contains 53871 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9167 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 18 contains 18395 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 44954 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1697 members 
Entering Unmasked Estep 
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Iteration 165Q: 24 clusters Score -1.160664e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 124258 members 
Mstep: Class 3 contains 12775 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51039 members 
Mstep: Class 7 contains 18403 members 
Mstep: Class 8 contains 25053 members 
Mstep: Class 9 contains 257620 members 
Mstep: Class 10 contains 236940 members 
Mstep: Class 11 contains 53796 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9163 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 18 contains 18390 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5492 members 
Mstep: Class 21 contains 44924 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 166Q: 24 clusters Score -1.160664e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 124404 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51046 members 
Mstep: Class 7 contains 18390 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 258007 members 
Mstep: Class 10 contains 236935 members 
Mstep: Class 11 contains 53729 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 24317 members 
Mstep: Class 17 contains 22337 members 
Mstep: Class 18 contains 18383 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5491 members 
Mstep: Class 21 contains 44899 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 1698 members 
Entering Unmasked Estep 
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Iteration 167Q: 24 clusters Score -1.160663e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 124565 members 
Mstep: Class 3 contains 12760 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51024 members 
Mstep: Class 7 contains 18389 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 258349 members 
Mstep: Class 10 contains 236932 members 
Mstep: Class 11 contains 53672 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 22358 members 
Mstep: Class 18 contains 18386 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5489 members 
Mstep: Class 21 contains 44875 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 168Q: 24 clusters Score -1.160665e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 124735 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51025 members 
Mstep: Class 7 contains 18391 members 
Mstep: Class 8 contains 23854 members 
Mstep: Class 9 contains 258641 members 
Mstep: Class 10 contains 236919 members 
Mstep: Class 11 contains 53616 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 24309 members 
Mstep: Class 17 contains 22377 members 
Mstep: Class 18 contains 18402 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5486 members 
Mstep: Class 21 contains 44846 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 169Q: 24 clusters Score -1.160667e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 124910 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51037 members 
Mstep: Class 7 contains 18397 members 
Mstep: Class 8 contains 23451 members 
Mstep: Class 9 contains 258941 members 
Mstep: Class 10 contains 236912 members 
Mstep: Class 11 contains 53558 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 24297 members 
Mstep: Class 17 contains 22386 members 
Mstep: Class 18 contains 18414 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5483 members 
Mstep: Class 21 contains 44823 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 170Q: 24 clusters Score -1.160667e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 125069 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51070 members 
Mstep: Class 7 contains 18382 members 
Mstep: Class 8 contains 23035 members 
Mstep: Class 9 contains 259302 members 
Mstep: Class 10 contains 236907 members 
Mstep: Class 11 contains 53496 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 24283 members 
Mstep: Class 17 contains 22392 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5478 members 
Mstep: Class 21 contains 44788 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 171Q: 24 clusters Score -1.160668e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 125188 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51078 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 22611 members 
Mstep: Class 9 contains 259723 members 
Mstep: Class 10 contains 236909 members 
Mstep: Class 11 contains 53425 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 22389 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5473 members 
Mstep: Class 21 contains 44767 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 172Q: 24 clusters Score -1.16067e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 125324 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51100 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 22206 members 
Mstep: Class 9 contains 260119 members 
Mstep: Class 10 contains 236898 members 
Mstep: Class 11 contains 53346 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 16 contains 24239 members 
Mstep: Class 17 contains 22389 members 
Mstep: Class 18 contains 18444 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5467 members 
Mstep: Class 21 contains 44742 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 173Q: 24 clusters Score -1.160668e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 125448 members 
Mstep: Class 3 contains 12745 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51118 members 
Mstep: Class 7 contains 18345 members 
Mstep: Class 8 contains 21829 members 
Mstep: Class 9 contains 260482 members 
Mstep: Class 10 contains 236896 members 
Mstep: Class 11 contains 53283 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9087 members 
Mstep: Class 16 contains 24225 members 
Mstep: Class 17 contains 22385 members 
Mstep: Class 18 contains 18458 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5465 members 
Mstep: Class 21 contains 44710 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 174Q: 24 clusters Score -1.160667e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 125573 members 
Mstep: Class 3 contains 12745 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51134 members 
Mstep: Class 7 contains 18339 members 
Mstep: Class 8 contains 21479 members 
Mstep: Class 9 contains 260835 members 
Mstep: Class 10 contains 236889 members 
Mstep: Class 11 contains 53215 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 24198 members 
Mstep: Class 17 contains 22394 members 
Mstep: Class 18 contains 18453 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 44683 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 175Q: 24 clusters Score -1.160669e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 125726 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51114 members 
Mstep: Class 7 contains 18333 members 
Mstep: Class 8 contains 21167 members 
Mstep: Class 9 contains 261118 members 
Mstep: Class 10 contains 236884 members 
Mstep: Class 11 contains 53159 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 24180 members 
Mstep: Class 17 contains 22406 members 
Mstep: Class 18 contains 18463 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5460 members 
Mstep: Class 21 contains 44665 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 176Q: 24 clusters Score -1.160671e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 125868 members 
Mstep: Class 3 contains 12731 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51091 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 20876 members 
Mstep: Class 9 contains 261377 members 
Mstep: Class 10 contains 236885 members 
Mstep: Class 11 contains 53121 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9050 members 
Mstep: Class 16 contains 24174 members 
Mstep: Class 17 contains 22414 members 
Mstep: Class 18 contains 18464 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5456 members 
Mstep: Class 21 contains 44645 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 177Q: 24 clusters Score -1.160672e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 125979 members 
Mstep: Class 3 contains 12723 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51074 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 261670 members 
Mstep: Class 10 contains 236869 members 
Mstep: Class 11 contains 53070 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 22438 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 44618 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
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Iteration 178Q: 24 clusters Score -1.160671e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 126098 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51073 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 20328 members 
Mstep: Class 9 contains 261985 members 
Mstep: Class 10 contains 236842 members 
Mstep: Class 11 contains 52993 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 24160 members 
Mstep: Class 17 contains 22470 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5448 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 179Q: 24 clusters Score -1.16067e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 126206 members 
Mstep: Class 3 contains 12696 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51077 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 20024 members 
Mstep: Class 9 contains 262316 members 
Mstep: Class 10 contains 236818 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 16 contains 24151 members 
Mstep: Class 17 contains 22493 members 
Mstep: Class 18 contains 18479 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5444 members 
Mstep: Class 21 contains 44564 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 180F: 24 clusters Score -1.160671e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 126295 members 
Mstep: Class 3 contains 12692 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51070 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 19738 members 
Mstep: Class 9 contains 262635 members 
Mstep: Class 10 contains 236805 members 
Mstep: Class 11 contains 52863 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8957 members 
Mstep: Class 16 contains 24145 members 
Mstep: Class 17 contains 22530 members 
Mstep: Class 18 contains 18474 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5439 members 
Mstep: Class 21 contains 44540 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
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Iteration 181Q: 24 clusters Score -1.160668e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 126360 members 
Mstep: Class 3 contains 12685 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51072 members 
Mstep: Class 7 contains 18291 members 
Mstep: Class 8 contains 19461 members 
Mstep: Class 9 contains 262955 members 
Mstep: Class 10 contains 236789 members 
Mstep: Class 11 contains 52811 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8927 members 
Mstep: Class 16 contains 24140 members 
Mstep: Class 17 contains 22566 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5433 members 
Mstep: Class 21 contains 44515 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
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Iteration 182Q: 24 clusters Score -1.16067e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 126437 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51079 members 
Mstep: Class 7 contains 18286 members 
Mstep: Class 8 contains 19196 members 
Mstep: Class 9 contains 263279 members 
Mstep: Class 10 contains 236774 members 
Mstep: Class 11 contains 52748 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 17 contains 22591 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5429 members 
Mstep: Class 21 contains 44486 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1702 members 
Entering Unmasked Estep 
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Iteration 183Q: 24 clusters Score -1.16067e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 126539 members 
Mstep: Class 3 contains 12668 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51066 members 
Mstep: Class 7 contains 18280 members 
Mstep: Class 8 contains 18936 members 
Mstep: Class 9 contains 263581 members 
Mstep: Class 10 contains 236764 members 
Mstep: Class 11 contains 52699 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 8883 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 22606 members 
Mstep: Class 18 contains 18443 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5424 members 
Mstep: Class 21 contains 44459 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066984.000000 Penalty: 78356.250000
Iteration 184Q: 24 clusters Score -1.16067e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 126636 members 
Mstep: Class 3 contains 12658 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51046 members 
Mstep: Class 7 contains 18267 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 263909 members 
Mstep: Class 10 contains 236749 members 
Mstep: Class 11 contains 52668 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8868 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 22608 members 
Mstep: Class 18 contains 18431 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5417 members 
Mstep: Class 21 contains 44415 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066928.000000 Penalty: 78356.250000
Iteration 185Q: 24 clusters Score -1.160669e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 126724 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51031 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 18416 members 
Mstep: Class 9 contains 264257 members 
Mstep: Class 10 contains 236728 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8849 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 22613 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5410 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066808.000000 Penalty: 78356.250000
Iteration 186Q: 24 clusters Score -1.160668e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 126817 members 
Mstep: Class 3 contains 12618 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 51005 members 
Mstep: Class 7 contains 18253 members 
Mstep: Class 8 contains 18146 members 
Mstep: Class 9 contains 264586 members 
Mstep: Class 10 contains 236721 members 
Mstep: Class 11 contains 52587 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 16 contains 24084 members 
Mstep: Class 17 contains 22614 members 
Mstep: Class 18 contains 18413 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5403 members 
Mstep: Class 21 contains 44346 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066568.000000 Penalty: 78356.250000
Iteration 187Q: 24 clusters Score -1.160666e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 126921 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50989 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 264911 members 
Mstep: Class 10 contains 236726 members 
Mstep: Class 11 contains 52534 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 24076 members 
Mstep: Class 17 contains 22613 members 
Mstep: Class 18 contains 18406 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5396 members 
Mstep: Class 21 contains 44300 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066680.000000 Penalty: 78356.250000
Iteration 188Q: 24 clusters Score -1.160667e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 127016 members 
Mstep: Class 3 contains 12590 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50966 members 
Mstep: Class 7 contains 18226 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 265236 members 
Mstep: Class 10 contains 236722 members 
Mstep: Class 11 contains 52489 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 16 contains 24070 members 
Mstep: Class 17 contains 22626 members 
Mstep: Class 18 contains 18391 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066816.000000 Penalty: 78356.250000
Iteration 189Q: 24 clusters Score -1.160668e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 127121 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50933 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 265561 members 
Mstep: Class 10 contains 236724 members 
Mstep: Class 11 contains 52431 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8806 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 22642 members 
Mstep: Class 18 contains 18377 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5382 members 
Mstep: Class 21 contains 44229 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066704.000000 Penalty: 78356.250000
Iteration 190Q: 24 clusters Score -1.160667e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 127271 members 
Mstep: Class 3 contains 12565 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50914 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 265840 members 
Mstep: Class 10 contains 236728 members 
Mstep: Class 11 contains 52366 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 22664 members 
Mstep: Class 18 contains 18370 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5378 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066648.000000 Penalty: 78356.250000
Iteration 191Q: 24 clusters Score -1.160666e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 127378 members 
Mstep: Class 3 contains 12549 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50899 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 16862 members 
Mstep: Class 9 contains 266124 members 
Mstep: Class 10 contains 236728 members 
Mstep: Class 11 contains 52302 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8754 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 22679 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5376 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066408.000000 Penalty: 78356.250000
Iteration 192Q: 24 clusters Score -1.160664e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 127501 members 
Mstep: Class 3 contains 12541 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50886 members 
Mstep: Class 7 contains 18188 members 
Mstep: Class 8 contains 16641 members 
Mstep: Class 9 contains 266394 members 
Mstep: Class 10 contains 236704 members 
Mstep: Class 11 contains 52252 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 24011 members 
Mstep: Class 17 contains 22696 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5375 members 
Mstep: Class 21 contains 44101 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066264.000000 Penalty: 78356.250000
Iteration 193Q: 24 clusters Score -1.160663e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 127623 members 
Mstep: Class 3 contains 12537 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50876 members 
Mstep: Class 7 contains 18179 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 9 contains 266618 members 
Mstep: Class 10 contains 236701 members 
Mstep: Class 11 contains 52212 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 22718 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5372 members 
Mstep: Class 21 contains 44073 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066128.000000 Penalty: 78356.250000
Iteration 194Q: 24 clusters Score -1.160661e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 127759 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 18175 members 
Mstep: Class 8 contains 16214 members 
Mstep: Class 9 contains 266808 members 
Mstep: Class 10 contains 236698 members 
Mstep: Class 11 contains 52175 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 17 contains 22731 members 
Mstep: Class 18 contains 18290 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5370 members 
Mstep: Class 21 contains 44050 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065936.000000 Penalty: 78356.250000
Iteration 195Q: 24 clusters Score -1.160659e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 127889 members 
Mstep: Class 3 contains 12538 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50833 members 
Mstep: Class 7 contains 18169 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 266968 members 
Mstep: Class 10 contains 236714 members 
Mstep: Class 11 contains 52136 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8693 members 
Mstep: Class 16 contains 23986 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 18277 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5369 members 
Mstep: Class 21 contains 44009 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066232.000000 Penalty: 78356.250000
Iteration 196Q: 24 clusters Score -1.160662e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 128014 members 
Mstep: Class 3 contains 12519 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50802 members 
Mstep: Class 7 contains 18165 members 
Mstep: Class 8 contains 15834 members 
Mstep: Class 9 contains 267157 members 
Mstep: Class 10 contains 236716 members 
Mstep: Class 11 contains 52095 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 23982 members 
Mstep: Class 17 contains 22757 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5367 members 
Mstep: Class 21 contains 43976 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066232.000000 Penalty: 78356.250000
Iteration 197Q: 24 clusters Score -1.160662e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 128102 members 
Mstep: Class 3 contains 12509 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50793 members 
Mstep: Class 7 contains 18153 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 267372 members 
Mstep: Class 10 contains 236722 members 
Mstep: Class 11 contains 52054 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8656 members 
Mstep: Class 16 contains 23965 members 
Mstep: Class 17 contains 22766 members 
Mstep: Class 18 contains 18247 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5367 members 
Mstep: Class 21 contains 43945 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065984.000000 Penalty: 78356.250000
Iteration 198Q: 24 clusters Score -1.16066e+08 nChanged 829
Entering ConstructFrom: 
Score: -116065984.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (10022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Entering Unmasked Estep 
Score: -1271514.125000 Penalty: 2284.709473
	Iteration 0F: 2 clusters Score -1271514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1263834.375000 Penalty: 4569.418945
	Iteration 0F: 3 clusters Score -1263834 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1266237.125000 Penalty: 4569.418945
	Iteration 1F: 3 clusters Score -1266237 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1266695.500000 Penalty: 4569.418945
	Iteration 2F: 3 clusters Score -1266696 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1267131.750000 Penalty: 4569.418945
	Iteration 3F: 3 clusters Score -1267132 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1267490.000000 Penalty: 4569.418945
	Iteration 4F: 3 clusters Score -1267490 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1267803.125000 Penalty: 4569.418945
	Iteration 5F: 3 clusters Score -1267803 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1268077.000000 Penalty: 4569.418945
	Iteration 6Q: 3 clusters Score -1268077 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1268347.125000 Penalty: 4569.418945
	Iteration 7Q: 3 clusters Score -1268347 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1268580.625000 Penalty: 4569.418945
	Iteration 8Q: 3 clusters Score -1268581 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1268824.250000 Penalty: 4569.418945
	Iteration 9Q: 3 clusters Score -1268824 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1269047.250000 Penalty: 4569.418945
	Iteration 10Q: 3 clusters Score -1269047 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1269221.375000 Penalty: 4569.418945
	Iteration 11Q: 3 clusters Score -1269221 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1269370.875000 Penalty: 4569.418945
	Iteration 12Q: 3 clusters Score -1269371 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1269510.500000 Penalty: 4569.418945
	Iteration 13Q: 3 clusters Score -1269510 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1269619.875000 Penalty: 4569.418945
	Iteration 14Q: 3 clusters Score -1269620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1269735.500000 Penalty: 4569.418945
	Iteration 15Q: 3 clusters Score -1269736 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1269829.125000 Penalty: 4569.418945
	Iteration 16Q: 3 clusters Score -1269829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1269910.000000 Penalty: 4569.418945
	Iteration 17Q: 3 clusters Score -1269910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1269960.250000 Penalty: 4569.418945
	Iteration 18Q: 3 clusters Score -1269960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1270003.000000 Penalty: 4569.418945
	Iteration 19Q: 3 clusters Score -1270003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1270038.125000 Penalty: 4569.418945
	Iteration 20F: 3 clusters Score -1270038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1270061.375000 Penalty: 4569.418945
	Iteration 21Q: 3 clusters Score -1270061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1270082.750000 Penalty: 4569.418945
	Iteration 22Q: 3 clusters Score -1270083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1270100.000000 Penalty: 4569.418945
	Iteration 23Q: 3 clusters Score -1270100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1270108.125000 Penalty: 4569.418945
	Iteration 24Q: 3 clusters Score -1270108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1270115.125000 Penalty: 4569.418945
	Iteration 25Q: 3 clusters Score -1270115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1270115.500000 Penalty: 4569.418945
	Iteration 26Q: 3 clusters Score -1270116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1270121.000000 Penalty: 4569.418945
	Iteration 27Q: 3 clusters Score -1270121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1270121.875000 Penalty: 4569.418945
	Iteration 28Q: 3 clusters Score -1270122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1270124.625000 Penalty: 4569.418945
	Iteration 29Q: 3 clusters Score -1270125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1270123.125000 Penalty: 4569.418945
	Iteration 30Q: 3 clusters Score -1270123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1270125.750000 Penalty: 4569.418945
	Iteration 31Q: 3 clusters Score -1270126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1270128.625000 Penalty: 4569.418945
	Iteration 32Q: 3 clusters Score -1270129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1270127.375000 Penalty: 4569.418945
	Iteration 33Q: 3 clusters Score -1270127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1270137.500000 Penalty: 4569.418945
	Iteration 34Q: 3 clusters Score -1270138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1270135.375000 Penalty: 4569.418945
	Iteration 35Q: 3 clusters Score -1270135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1270137.625000 Penalty: 4569.418945
	Iteration 36Q: 3 clusters Score -1270138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1270137.750000 Penalty: 4569.418945
	Iteration 37Q: 3 clusters Score -1270138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1270142.000000 Penalty: 4569.418945
	Iteration 38Q: 3 clusters Score -1270142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1270141.750000 Penalty: 4569.418945
	Iteration 39Q: 3 clusters Score -1270142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1270140.625000 Penalty: 4569.418945
	Iteration 40F: 3 clusters Score -1270141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1270140.750000 Penalty: 4569.418945
	Iteration 41Q: 3 clusters Score -1270141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1270144.000000 Penalty: 4569.418945
	Iteration 42Q: 3 clusters Score -1270144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1270144.375000 Penalty: 4569.418945
	Iteration 43Q: 3 clusters Score -1270144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1270144.500000 Penalty: 4569.418945
	Iteration 44Q: 3 clusters Score -1270144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1270144.500000 Penalty: 4569.418945
	Iteration 45F: 3 clusters Score -1270144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Entering Unmasked Estep 
Score: -16443557.000000 Penalty: 2916.806152
	Iteration 0F: 2 clusters Score -1.644356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -16357870.000000 Penalty: 5833.612305
	Iteration 0F: 3 clusters Score -1.635787e+07 nChanged 61236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -16393685.000000 Penalty: 5833.612305
	Iteration 1F: 3 clusters Score -1.639368e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -16395071.000000 Penalty: 5833.612305
	Iteration 2Q: 3 clusters Score -1.639507e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -16396914.000000 Penalty: 5833.612305
	Iteration 3Q: 3 clusters Score -1.639691e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -16399666.000000 Penalty: 5833.612305
	Iteration 4Q: 3 clusters Score -1.639967e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -16404034.000000 Penalty: 5833.612305
	Iteration 5F: 3 clusters Score -1.640403e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -16410131.000000 Penalty: 5833.612305
	Iteration 6F: 3 clusters Score -1.641013e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -16417483.000000 Penalty: 5833.612305
	Iteration 7F: 3 clusters Score -1.641748e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -16424807.000000 Penalty: 5833.612305
	Iteration 8F: 3 clusters Score -1.642481e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -16430926.000000 Penalty: 5833.612305
	Iteration 9F: 3 clusters Score -1.643093e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -16435180.000000 Penalty: 5833.612305
	Iteration 10Q: 3 clusters Score -1.643518e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16437742.000000 Penalty: 5833.612305
	Iteration 11Q: 3 clusters Score -1.643774e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -16439112.000000 Penalty: 5833.612305
	Iteration 12Q: 3 clusters Score -1.643911e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -16439850.000000 Penalty: 5833.612305
	Iteration 13Q: 3 clusters Score -1.643985e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16440290.000000 Penalty: 5833.612305
	Iteration 14Q: 3 clusters Score -1.644029e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127289 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16440543.000000 Penalty: 5833.612305
	Iteration 15Q: 3 clusters Score -1.644054e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16440668.000000 Penalty: 5833.612305
	Iteration 16Q: 3 clusters Score -1.644067e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16440762.000000 Penalty: 5833.612305
	Iteration 17Q: 3 clusters Score -1.644076e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16440828.000000 Penalty: 5833.612305
	Iteration 18Q: 3 clusters Score -1.644083e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16440863.000000 Penalty: 5833.612305
	Iteration 19Q: 3 clusters Score -1.644086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16440897.000000 Penalty: 5833.612305
	Iteration 20F: 3 clusters Score -1.64409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -16440920.000000 Penalty: 5833.612305
	Iteration 21Q: 3 clusters Score -1.644092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -16440927.000000 Penalty: 5833.612305
	Iteration 22Q: 3 clusters Score -1.644093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16440942.000000 Penalty: 5833.612305
	Iteration 23Q: 3 clusters Score -1.644094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16440953.000000 Penalty: 5833.612305
	Iteration 24Q: 3 clusters Score -1.644095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16440971.000000 Penalty: 5833.612305
	Iteration 25Q: 3 clusters Score -1.644097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16440988.000000 Penalty: 5833.612305
	Iteration 26Q: 3 clusters Score -1.644099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16440977.000000 Penalty: 5833.612305
	Iteration 27Q: 3 clusters Score -1.644098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16440984.000000 Penalty: 5833.612305
	Iteration 28Q: 3 clusters Score -1.644098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16440985.000000 Penalty: 5833.612305
	Iteration 29Q: 3 clusters Score -1.644098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16440984.000000 Penalty: 5833.612305
	Iteration 30Q: 3 clusters Score -1.644098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16440984.000000 Penalty: 5833.612305
	Iteration 31F: 3 clusters Score -1.644098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1511413.000000 Penalty: 2339.603027
	Iteration 0F: 2 clusters Score -1511413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1502134.625000 Penalty: 4679.206055
	Iteration 0F: 3 clusters Score -1502135 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1505098.750000 Penalty: 4679.206055
	Iteration 1F: 3 clusters Score -1505099 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1505437.625000 Penalty: 4679.206055
	Iteration 2F: 3 clusters Score -1505438 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1505684.500000 Penalty: 4679.206055
	Iteration 3Q: 3 clusters Score -1505684 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1505875.125000 Penalty: 4679.206055
	Iteration 4Q: 3 clusters Score -1505875 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1506088.750000 Penalty: 4679.206055
	Iteration 5Q: 3 clusters Score -1506089 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1506351.000000 Penalty: 4679.206055
	Iteration 6Q: 3 clusters Score -1506351 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1506674.875000 Penalty: 4679.206055
	Iteration 7Q: 3 clusters Score -1506675 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1507106.625000 Penalty: 4679.206055
	Iteration 8Q: 3 clusters Score -1507107 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1507593.625000 Penalty: 4679.206055
	Iteration 9F: 3 clusters Score -1507594 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1508042.875000 Penalty: 4679.206055
	Iteration 10Q: 3 clusters Score -1508043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1508437.625000 Penalty: 4679.206055
	Iteration 11Q: 3 clusters Score -1508438 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1508755.250000 Penalty: 4679.206055
	Iteration 12Q: 3 clusters Score -1508755 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1508999.000000 Penalty: 4679.206055
	Iteration 13Q: 3 clusters Score -1508999 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1509177.000000 Penalty: 4679.206055
	Iteration 14Q: 3 clusters Score -1509177 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1509284.125000 Penalty: 4679.206055
	Iteration 15Q: 3 clusters Score -1509284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1509359.250000 Penalty: 4679.206055
	Iteration 16Q: 3 clusters Score -1509359 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1509412.875000 Penalty: 4679.206055
	Iteration 17Q: 3 clusters Score -1509413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1509459.500000 Penalty: 4679.206055
	Iteration 18Q: 3 clusters Score -1509460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1509496.875000 Penalty: 4679.206055
	Iteration 19Q: 3 clusters Score -1509497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1509529.625000 Penalty: 4679.206055
	Iteration 20F: 3 clusters Score -1509530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1509538.500000 Penalty: 4679.206055
	Iteration 21Q: 3 clusters Score -1509538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1509554.625000 Penalty: 4679.206055
	Iteration 22Q: 3 clusters Score -1509555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1509568.375000 Penalty: 4679.206055
	Iteration 23Q: 3 clusters Score -1509568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1509578.625000 Penalty: 4679.206055
	Iteration 24Q: 3 clusters Score -1509579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1509591.000000 Penalty: 4679.206055
	Iteration 25Q: 3 clusters Score -1509591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1509596.250000 Penalty: 4679.206055
	Iteration 26Q: 3 clusters Score -1509596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1509595.375000 Penalty: 4679.206055
	Iteration 27Q: 3 clusters Score -1509595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1509600.625000 Penalty: 4679.206055
	Iteration 28Q: 3 clusters Score -1509601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1509605.000000 Penalty: 4679.206055
	Iteration 29Q: 3 clusters Score -1509605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1509603.000000 Penalty: 4679.206055
	Iteration 30Q: 3 clusters Score -1509603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1509606.125000 Penalty: 4679.206055
	Iteration 31Q: 3 clusters Score -1509606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1509610.250000 Penalty: 4679.206055
	Iteration 32Q: 3 clusters Score -1509610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1509607.625000 Penalty: 4679.206055
	Iteration 33Q: 3 clusters Score -1509608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1509609.000000 Penalty: 4679.206055
	Iteration 34Q: 3 clusters Score -1509609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1509608.250000 Penalty: 4679.206055
	Iteration 35Q: 3 clusters Score -1509608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1509608.250000 Penalty: 4679.206055
	Iteration 36F: 3 clusters Score -1509608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -279384.312500 Penalty: 1920.438477
	Iteration 0F: 2 clusters Score -279384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -276545.468750 Penalty: 3840.876953
	Iteration 0F: 3 clusters Score -276545.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -277066.656250 Penalty: 3840.876953
	Iteration 1F: 3 clusters Score -277066.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -277256.781250 Penalty: 3840.876953
	Iteration 2F: 3 clusters Score -277256.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -277355.781250 Penalty: 3840.876953
	Iteration 3F: 3 clusters Score -277355.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -277402.531250 Penalty: 3840.876953
	Iteration 4Q: 3 clusters Score -277402.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -277424.312500 Penalty: 3840.876953
	Iteration 5Q: 3 clusters Score -277424.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -277446.406250 Penalty: 3840.876953
	Iteration 6Q: 3 clusters Score -277446.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -277464.812500 Penalty: 3840.876953
	Iteration 7Q: 3 clusters Score -277464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -277474.187500 Penalty: 3840.876953
	Iteration 8Q: 3 clusters Score -277474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -277481.062500 Penalty: 3840.876953
	Iteration 9Q: 3 clusters Score -277481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277487.656250 Penalty: 3840.876953
	Iteration 10Q: 3 clusters Score -277487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -277492.250000 Penalty: 3840.876953
	Iteration 11Q: 3 clusters Score -277492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -277496.406250 Penalty: 3840.876953
	Iteration 12Q: 3 clusters Score -277496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -277501.875000 Penalty: 3840.876953
	Iteration 13Q: 3 clusters Score -277501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -277506.937500 Penalty: 3840.876953
	Iteration 14Q: 3 clusters Score -277506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -277511.500000 Penalty: 3840.876953
	Iteration 15Q: 3 clusters Score -277511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -277512.531250 Penalty: 3840.876953
	Iteration 16Q: 3 clusters Score -277512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -277513.531250 Penalty: 3840.876953
	Iteration 17Q: 3 clusters Score -277513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -277514.906250 Penalty: 3840.876953
	Iteration 18Q: 3 clusters Score -277514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -277517.281250 Penalty: 3840.876953
	Iteration 19Q: 3 clusters Score -277517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -277522.500000 Penalty: 3840.876953
	Iteration 20F: 3 clusters Score -277522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -277526.031250 Penalty: 3840.876953
	Iteration 21Q: 3 clusters Score -277526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -277529.406250 Penalty: 3840.876953
	Iteration 22Q: 3 clusters Score -277529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -277532.843750 Penalty: 3840.876953
	Iteration 23Q: 3 clusters Score -277532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -277534.750000 Penalty: 3840.876953
	Iteration 24Q: 3 clusters Score -277534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277537.218750 Penalty: 3840.876953
	Iteration 25Q: 3 clusters Score -277537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -277539.281250 Penalty: 3840.876953
	Iteration 26Q: 3 clusters Score -277539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -277540.218750 Penalty: 3840.876953
	Iteration 27Q: 3 clusters Score -277540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -277540.218750 Penalty: 3840.876953
	Iteration 28F: 3 clusters Score -277540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -52745.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -52745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51328.757812 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -51328.76 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51589.683594 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -51589.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51683.214844 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -51683.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51785.816406 Penalty: 3054.911377
	Iteration 3F: 3 clusters Score -51785.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51875.742188 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -51875.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51939.820312 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -51939.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51984.941406 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -51984.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52038.054688 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -52038.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52104.882812 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -52104.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52163.218750 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -52163.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52256.550781 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -52256.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52436.406250 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -52436.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52653.292969 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -52653.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52687.808594 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -52687.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52713.847656 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -52713.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52723.964844 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -52723.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52730.164062 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -52730.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52730.855469 Penalty: 3054.911377
	Iteration 17F: 3 clusters Score -52730.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52750.511719 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -52750.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52750.511719 Penalty: 3054.911377
	Iteration 19F: 3 clusters Score -52750.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 128196 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 50765 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 15486 members 
Mstep: Class 9 contains 267605 members 
Mstep: Class 10 contains 236723 members 
Mstep: Class 11 contains 52017 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 22784 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43903 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 183 members 
Entering Unmasked Estep 
Score: -116064136.000000 Penalty: 81763.039062
Splitting cluster 5 changes total score from -116065984.000000 to -116064136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Entering Unmasked Estep 
Score: -6547999.500000 Penalty: 2687.070801
	Iteration 0F: 2 clusters Score -6548000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6513959.000000 Penalty: 5374.141602
	Iteration 0F: 3 clusters Score -6513959 nChanged 23410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6527002.000000 Penalty: 5374.141602
	Iteration 1F: 3 clusters Score -6527002 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -6527634.000000 Penalty: 5374.141602
	Iteration 2Q: 3 clusters Score -6527634 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6528308.000000 Penalty: 5374.141602
	Iteration 3Q: 3 clusters Score -6528308 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -6529148.500000 Penalty: 5374.141602
	Iteration 4Q: 3 clusters Score -6529148 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6530357.500000 Penalty: 5374.141602
	Iteration 5Q: 3 clusters Score -6530358 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6531945.500000 Penalty: 5374.141602
	Iteration 6F: 3 clusters Score -6531946 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -6534116.000000 Penalty: 5374.141602
	Iteration 7F: 3 clusters Score -6534116 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -6536704.000000 Penalty: 5374.141602
	Iteration 8F: 3 clusters Score -6536704 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6539363.000000 Penalty: 5374.141602
	Iteration 9F: 3 clusters Score -6539363 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -6541592.500000 Penalty: 5374.141602
	Iteration 10Q: 3 clusters Score -6541592 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6542809.000000 Penalty: 5374.141602
	Iteration 11Q: 3 clusters Score -6542809 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6543371.000000 Penalty: 5374.141602
	Iteration 12Q: 3 clusters Score -6543371 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -6543670.500000 Penalty: 5374.141602
	Iteration 13Q: 3 clusters Score -6543670 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -6543876.500000 Penalty: 5374.141602
	Iteration 14Q: 3 clusters Score -6543876 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -6544055.000000 Penalty: 5374.141602
	Iteration 15Q: 3 clusters Score -6544055 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6544200.000000 Penalty: 5374.141602
	Iteration 16Q: 3 clusters Score -6544200 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -6544397.500000 Penalty: 5374.141602
	Iteration 17Q: 3 clusters Score -6544398 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -6544534.500000 Penalty: 5374.141602
	Iteration 18Q: 3 clusters Score -6544534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -6544656.500000 Penalty: 5374.141602
	Iteration 19Q: 3 clusters Score -6544656 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6544764.500000 Penalty: 5374.141602
	Iteration 20F: 3 clusters Score -6544764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6544858.500000 Penalty: 5374.141602
	Iteration 21Q: 3 clusters Score -6544858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -6544979.000000 Penalty: 5374.141602
	Iteration 22Q: 3 clusters Score -6544979 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6545074.500000 Penalty: 5374.141602
	Iteration 23Q: 3 clusters Score -6545074 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6545138.000000 Penalty: 5374.141602
	Iteration 24Q: 3 clusters Score -6545138 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6545225.500000 Penalty: 5374.141602
	Iteration 25Q: 3 clusters Score -6545226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -6545289.000000 Penalty: 5374.141602
	Iteration 26Q: 3 clusters Score -6545289 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6545339.500000 Penalty: 5374.141602
	Iteration 27Q: 3 clusters Score -6545340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6545456.500000 Penalty: 5374.141602
	Iteration 28Q: 3 clusters Score -6545456 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -6545515.000000 Penalty: 5374.141602
	Iteration 29Q: 3 clusters Score -6545515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -6545562.500000 Penalty: 5374.141602
	Iteration 30Q: 3 clusters Score -6545562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6545602.000000 Penalty: 5374.141602
	Iteration 31Q: 3 clusters Score -6545602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6545633.000000 Penalty: 5374.141602
	Iteration 32Q: 3 clusters Score -6545633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6545680.000000 Penalty: 5374.141602
	Iteration 33Q: 3 clusters Score -6545680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -6545716.000000 Penalty: 5374.141602
	Iteration 34Q: 3 clusters Score -6545716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -6545739.000000 Penalty: 5374.141602
	Iteration 35Q: 3 clusters Score -6545739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6545765.500000 Penalty: 5374.141602
	Iteration 36Q: 3 clusters Score -6545766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -6545766.500000 Penalty: 5374.141602
	Iteration 37Q: 3 clusters Score -6545766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -6545773.000000 Penalty: 5374.141602
	Iteration 38Q: 3 clusters Score -6545773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -6545799.500000 Penalty: 5374.141602
	Iteration 39Q: 3 clusters Score -6545800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6545820.500000 Penalty: 5374.141602
	Iteration 40F: 3 clusters Score -6545820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6545830.000000 Penalty: 5374.141602
	Iteration 41Q: 3 clusters Score -6545830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6545842.500000 Penalty: 5374.141602
	Iteration 42Q: 3 clusters Score -6545842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6545846.500000 Penalty: 5374.141602
	Iteration 43Q: 3 clusters Score -6545846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6545860.000000 Penalty: 5374.141602
	Iteration 44Q: 3 clusters Score -6545860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6545860.500000 Penalty: 5374.141602
	Iteration 45Q: 3 clusters Score -6545860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6545873.500000 Penalty: 5374.141602
	Iteration 46Q: 3 clusters Score -6545874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6545873.000000 Penalty: 5374.141602
	Iteration 47Q: 3 clusters Score -6545873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -6545879.500000 Penalty: 5374.141602
	Iteration 48Q: 3 clusters Score -6545880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -6545876.000000 Penalty: 5374.141602
	Iteration 49Q: 3 clusters Score -6545876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -6545871.000000 Penalty: 5374.141602
	Iteration 50Q: 3 clusters Score -6545871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6545871.500000 Penalty: 5374.141602
	Iteration 51Q: 3 clusters Score -6545872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6545871.500000 Penalty: 5374.141602
	Iteration 52Q: 3 clusters Score -6545872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6545874.000000 Penalty: 5374.141602
	Iteration 53Q: 3 clusters Score -6545874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6545886.500000 Penalty: 5374.141602
	Iteration 54Q: 3 clusters Score -6545886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6545885.500000 Penalty: 5374.141602
	Iteration 55Q: 3 clusters Score -6545886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -6545901.000000 Penalty: 5374.141602
	Iteration 56Q: 3 clusters Score -6545901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6545904.000000 Penalty: 5374.141602
	Iteration 57Q: 3 clusters Score -6545904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6545909.000000 Penalty: 5374.141602
	Iteration 58Q: 3 clusters Score -6545909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6545911.000000 Penalty: 5374.141602
	Iteration 59Q: 3 clusters Score -6545911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6545915.000000 Penalty: 5374.141602
	Iteration 60F: 3 clusters Score -6545915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6545916.000000 Penalty: 5374.141602
	Iteration 61Q: 3 clusters Score -6545916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6545916.500000 Penalty: 5374.141602
	Iteration 62Q: 3 clusters Score -6545916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -6545918.500000 Penalty: 5374.141602
	Iteration 63Q: 3 clusters Score -6545918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -6545919.500000 Penalty: 5374.141602
	Iteration 64Q: 3 clusters Score -6545920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -6545922.000000 Penalty: 5374.141602
	Iteration 65Q: 3 clusters Score -6545922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6545918.000000 Penalty: 5374.141602
	Iteration 66Q: 3 clusters Score -6545918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -6545918.500000 Penalty: 5374.141602
	Iteration 67Q: 3 clusters Score -6545918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -6545915.500000 Penalty: 5374.141602
	Iteration 68Q: 3 clusters Score -6545916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -6545913.000000 Penalty: 5374.141602
	Iteration 69Q: 3 clusters Score -6545913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -6545910.000000 Penalty: 5374.141602
	Iteration 70Q: 3 clusters Score -6545910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -6545910.000000 Penalty: 5374.141602
	Iteration 71F: 3 clusters Score -6545910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Entering Unmasked Estep 
Score: -2344333.500000 Penalty: 2431.884277
	Iteration 0F: 2 clusters Score -2344334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2331531.750000 Penalty: 4863.768555
	Iteration 0F: 3 clusters Score -2331532 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2335901.000000 Penalty: 4863.768555
	Iteration 1F: 3 clusters Score -2335901 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2336484.750000 Penalty: 4863.768555
	Iteration 2F: 3 clusters Score -2336485 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2337080.000000 Penalty: 4863.768555
	Iteration 3F: 3 clusters Score -2337080 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2337617.750000 Penalty: 4863.768555
	Iteration 4F: 3 clusters Score -2337618 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2338162.500000 Penalty: 4863.768555
	Iteration 5F: 3 clusters Score -2338162 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2338753.250000 Penalty: 4863.768555
	Iteration 6F: 3 clusters Score -2338753 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2339286.000000 Penalty: 4863.768555
	Iteration 7F: 3 clusters Score -2339286 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2339792.250000 Penalty: 4863.768555
	Iteration 8F: 3 clusters Score -2339792 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2340262.500000 Penalty: 4863.768555
	Iteration 9Q: 3 clusters Score -2340262 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2340692.000000 Penalty: 4863.768555
	Iteration 10Q: 3 clusters Score -2340692 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2341081.500000 Penalty: 4863.768555
	Iteration 11Q: 3 clusters Score -2341082 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2341445.500000 Penalty: 4863.768555
	Iteration 12Q: 3 clusters Score -2341446 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2341759.500000 Penalty: 4863.768555
	Iteration 13Q: 3 clusters Score -2341760 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2342051.000000 Penalty: 4863.768555
	Iteration 14Q: 3 clusters Score -2342051 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2342296.000000 Penalty: 4863.768555
	Iteration 15Q: 3 clusters Score -2342296 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2342484.750000 Penalty: 4863.768555
	Iteration 16Q: 3 clusters Score -2342485 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2342644.250000 Penalty: 4863.768555
	Iteration 17Q: 3 clusters Score -2342644 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2342824.000000 Penalty: 4863.768555
	Iteration 18Q: 3 clusters Score -2342824 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2342976.500000 Penalty: 4863.768555
	Iteration 19Q: 3 clusters Score -2342976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2343113.750000 Penalty: 4863.768555
	Iteration 20F: 3 clusters Score -2343114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2343244.000000 Penalty: 4863.768555
	Iteration 21Q: 3 clusters Score -2343244 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2343351.000000 Penalty: 4863.768555
	Iteration 22Q: 3 clusters Score -2343351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2343438.750000 Penalty: 4863.768555
	Iteration 23Q: 3 clusters Score -2343439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2343520.000000 Penalty: 4863.768555
	Iteration 24Q: 3 clusters Score -2343520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2343572.750000 Penalty: 4863.768555
	Iteration 25Q: 3 clusters Score -2343573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2343621.750000 Penalty: 4863.768555
	Iteration 26Q: 3 clusters Score -2343622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2343668.500000 Penalty: 4863.768555
	Iteration 27Q: 3 clusters Score -2343668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2343700.250000 Penalty: 4863.768555
	Iteration 28Q: 3 clusters Score -2343700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2343715.500000 Penalty: 4863.768555
	Iteration 29Q: 3 clusters Score -2343716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2343727.750000 Penalty: 4863.768555
	Iteration 30Q: 3 clusters Score -2343728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2343737.500000 Penalty: 4863.768555
	Iteration 31Q: 3 clusters Score -2343738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2343739.250000 Penalty: 4863.768555
	Iteration 32Q: 3 clusters Score -2343739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2343744.250000 Penalty: 4863.768555
	Iteration 33Q: 3 clusters Score -2343744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2343742.750000 Penalty: 4863.768555
	Iteration 34Q: 3 clusters Score -2343743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2343744.750000 Penalty: 4863.768555
	Iteration 35Q: 3 clusters Score -2343745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2343744.750000 Penalty: 4863.768555
	Iteration 36F: 3 clusters Score -2343745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1983409.500000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -1983410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1972081.000000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -1972081 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1975798.750000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -1975799 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1976191.750000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -1976192 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1976512.250000 Penalty: 4785.254883
	Iteration 3Q: 3 clusters Score -1976512 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1976806.250000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -1976806 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1977082.500000 Penalty: 4785.254883
	Iteration 5Q: 3 clusters Score -1977082 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1977363.625000 Penalty: 4785.254883
	Iteration 6Q: 3 clusters Score -1977364 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1977662.750000 Penalty: 4785.254883
	Iteration 7Q: 3 clusters Score -1977663 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1978033.625000 Penalty: 4785.254883
	Iteration 8Q: 3 clusters Score -1978034 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1978468.000000 Penalty: 4785.254883
	Iteration 9Q: 3 clusters Score -1978468 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1978981.500000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -1978982 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1979559.250000 Penalty: 4785.254883
	Iteration 11F: 3 clusters Score -1979559 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1980094.125000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -1980094 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1980441.125000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -1980441 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1980634.375000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -1980634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1980741.750000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -1980742 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1980801.500000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -1980802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1980835.000000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -1980835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1980867.500000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -1980868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1980889.250000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -1980889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1980905.875000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -1980906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1980920.375000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -1980920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1980931.625000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -1980932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1980944.875000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -1980945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1980958.250000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -1980958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1980962.750000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -1980963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1980974.000000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -1980974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1980975.875000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -1980976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1980987.000000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -1980987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1980987.500000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -1980988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1980991.625000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -1980992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1980999.125000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -1980999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1980998.625000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -1980999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1981003.500000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -1981004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1981006.875000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -1981007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1981006.625000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -1981007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1981006.375000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -1981006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1981007.250000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -1981007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1981007.375000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -1981007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1981008.125000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -1981008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1981006.500000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -1981006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (267605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267605 members 
Entering Unmasked Estep 
Score: -34060760.000000 Penalty: 3099.322510
	Iteration 0F: 2 clusters Score -3.406076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133733 members 
Mstep: Class 2 contains 133872 members 
Entering Unmasked Estep 
Score: -33895032.000000 Penalty: 6198.645020
	Iteration 0F: 3 clusters Score -3.389503e+07 nChanged 129459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -33970652.000000 Penalty: 6198.645020
	Iteration 1F: 3 clusters Score -3.397065e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -33972016.000000 Penalty: 6198.645020
	Iteration 2Q: 3 clusters Score -3.397202e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -33973528.000000 Penalty: 6198.645020
	Iteration 3Q: 3 clusters Score -3.397353e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 130328 members 
Entering Unmasked Estep 
Score: -33975780.000000 Penalty: 6198.645020
	Iteration 4Q: 3 clusters Score -3.397578e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -33979956.000000 Penalty: 6198.645020
	Iteration 5Q: 3 clusters Score -3.397996e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 124163 members 
Entering Unmasked Estep 
Score: -33986256.000000 Penalty: 6198.645020
	Iteration 6Q: 3 clusters Score -3.398626e+07 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148228 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -33995892.000000 Penalty: 6198.645020
	Iteration 7F: 3 clusters Score -3.399589e+07 nChanged 17208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -34008888.000000 Penalty: 6198.645020
	Iteration 8F: 3 clusters Score -3.400889e+07 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -34021076.000000 Penalty: 6198.645020
	Iteration 9F: 3 clusters Score -3.402108e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -34027828.000000 Penalty: 6198.645020
	Iteration 10F: 3 clusters Score -3.402783e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -34030664.000000 Penalty: 6198.645020
	Iteration 11Q: 3 clusters Score -3.403066e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168100 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -34032088.000000 Penalty: 6198.645020
	Iteration 12Q: 3 clusters Score -3.403209e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -34033036.000000 Penalty: 6198.645020
	Iteration 13Q: 3 clusters Score -3.403304e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175166 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -34034152.000000 Penalty: 6198.645020
	Iteration 14Q: 3 clusters Score -3.403415e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -34035328.000000 Penalty: 6198.645020
	Iteration 15Q: 3 clusters Score -3.403533e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -34036632.000000 Penalty: 6198.645020
	Iteration 16Q: 3 clusters Score -3.403663e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187788 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -34038172.000000 Penalty: 6198.645020
	Iteration 17Q: 3 clusters Score -3.403817e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192600 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -34039716.000000 Penalty: 6198.645020
	Iteration 18Q: 3 clusters Score -3.403972e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -34041172.000000 Penalty: 6198.645020
	Iteration 19Q: 3 clusters Score -3.404117e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202610 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -34042824.000000 Penalty: 6198.645020
	Iteration 20F: 3 clusters Score -3.404282e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207698 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -34044400.000000 Penalty: 6198.645020
	Iteration 21Q: 3 clusters Score -3.40444e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212592 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -34046016.000000 Penalty: 6198.645020
	Iteration 22Q: 3 clusters Score -3.404602e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217397 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -34047780.000000 Penalty: 6198.645020
	Iteration 23Q: 3 clusters Score -3.404778e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221969 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -34049424.000000 Penalty: 6198.645020
	Iteration 24Q: 3 clusters Score -3.404942e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226352 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -34051076.000000 Penalty: 6198.645020
	Iteration 25Q: 3 clusters Score -3.405108e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230495 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -34052448.000000 Penalty: 6198.645020
	Iteration 26Q: 3 clusters Score -3.405245e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234267 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -34054012.000000 Penalty: 6198.645020
	Iteration 27Q: 3 clusters Score -3.405401e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237759 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -34055372.000000 Penalty: 6198.645020
	Iteration 28Q: 3 clusters Score -3.405537e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240768 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -34056260.000000 Penalty: 6198.645020
	Iteration 29Q: 3 clusters Score -3.405626e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243377 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -34057188.000000 Penalty: 6198.645020
	Iteration 30Q: 3 clusters Score -3.405719e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245748 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6198.645020
	Iteration 31Q: 3 clusters Score -3.405763e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247775 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -34057784.000000 Penalty: 6198.645020
	Iteration 32Q: 3 clusters Score -3.405778e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249668 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -34058096.000000 Penalty: 6198.645020
	Iteration 33Q: 3 clusters Score -3.40581e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251355 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -34058176.000000 Penalty: 6198.645020
	Iteration 34Q: 3 clusters Score -3.405818e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252866 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -34058464.000000 Penalty: 6198.645020
	Iteration 35Q: 3 clusters Score -3.405846e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254237 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -34058684.000000 Penalty: 6198.645020
	Iteration 36Q: 3 clusters Score -3.405868e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255481 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -34058756.000000 Penalty: 6198.645020
	Iteration 37Q: 3 clusters Score -3.405876e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256556 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -34058748.000000 Penalty: 6198.645020
	Iteration 38Q: 3 clusters Score -3.405875e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257567 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -34058804.000000 Penalty: 6198.645020
	Iteration 39Q: 3 clusters Score -3.40588e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258445 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -34058940.000000 Penalty: 6198.645020
	Iteration 40F: 3 clusters Score -3.405894e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259269 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -34059040.000000 Penalty: 6198.645020
	Iteration 41Q: 3 clusters Score -3.405904e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259989 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -34059020.000000 Penalty: 6198.645020
	Iteration 42Q: 3 clusters Score -3.405902e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260658 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -34058948.000000 Penalty: 6198.645020
	Iteration 43Q: 3 clusters Score -3.405895e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261228 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -34058908.000000 Penalty: 6198.645020
	Iteration 44Q: 3 clusters Score -3.405891e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261792 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -34058984.000000 Penalty: 6198.645020
	Iteration 45Q: 3 clusters Score -3.405898e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262323 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -34058904.000000 Penalty: 6198.645020
	Iteration 46Q: 3 clusters Score -3.40589e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262807 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -34058760.000000 Penalty: 6198.645020
	Iteration 47Q: 3 clusters Score -3.405876e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263229 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -34058708.000000 Penalty: 6198.645020
	Iteration 48Q: 3 clusters Score -3.405871e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263597 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -34058620.000000 Penalty: 6198.645020
	Iteration 49Q: 3 clusters Score -3.405862e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263918 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -34058628.000000 Penalty: 6198.645020
	Iteration 50Q: 3 clusters Score -3.405863e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264203 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -34058596.000000 Penalty: 6198.645020
	Iteration 51Q: 3 clusters Score -3.40586e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264473 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -34058584.000000 Penalty: 6198.645020
	Iteration 52Q: 3 clusters Score -3.405858e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264735 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -34058608.000000 Penalty: 6198.645020
	Iteration 53Q: 3 clusters Score -3.405861e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264951 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -34058656.000000 Penalty: 6198.645020
	Iteration 54Q: 3 clusters Score -3.405866e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265150 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -34058696.000000 Penalty: 6198.645020
	Iteration 55Q: 3 clusters Score -3.40587e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265305 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -34058700.000000 Penalty: 6198.645020
	Iteration 56Q: 3 clusters Score -3.40587e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265443 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -34058708.000000 Penalty: 6198.645020
	Iteration 57Q: 3 clusters Score -3.405871e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265565 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -34058744.000000 Penalty: 6198.645020
	Iteration 58Q: 3 clusters Score -3.405874e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265660 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -34058780.000000 Penalty: 6198.645020
	Iteration 59Q: 3 clusters Score -3.405878e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265730 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -34058812.000000 Penalty: 6198.645020
	Iteration 60F: 3 clusters Score -3.405881e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265791 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -34058824.000000 Penalty: 6198.645020
	Iteration 61Q: 3 clusters Score -3.405882e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265841 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -34058800.000000 Penalty: 6198.645020
	Iteration 62Q: 3 clusters Score -3.40588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265895 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -34058836.000000 Penalty: 6198.645020
	Iteration 63Q: 3 clusters Score -3.405884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265947 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -34058796.000000 Penalty: 6198.645020
	Iteration 64Q: 3 clusters Score -3.40588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265993 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -34058788.000000 Penalty: 6198.645020
	Iteration 65Q: 3 clusters Score -3.405879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266032 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -34058800.000000 Penalty: 6198.645020
	Iteration 66Q: 3 clusters Score -3.40588e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266069 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -34058804.000000 Penalty: 6198.645020
	Iteration 67Q: 3 clusters Score -3.40588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266103 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -34058764.000000 Penalty: 6198.645020
	Iteration 68Q: 3 clusters Score -3.405876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266133 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -34058748.000000 Penalty: 6198.645020
	Iteration 69Q: 3 clusters Score -3.405875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266150 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -34058692.000000 Penalty: 6198.645020
	Iteration 70Q: 3 clusters Score -3.405869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -34058720.000000 Penalty: 6198.645020
	Iteration 71Q: 3 clusters Score -3.405872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266180 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -34058680.000000 Penalty: 6198.645020
	Iteration 72Q: 3 clusters Score -3.405868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266195 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -34058668.000000 Penalty: 6198.645020
	Iteration 73Q: 3 clusters Score -3.405867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266205 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -34058672.000000 Penalty: 6198.645020
	Iteration 74Q: 3 clusters Score -3.405867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266221 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -34058660.000000 Penalty: 6198.645020
	Iteration 75Q: 3 clusters Score -3.405866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266237 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -34058632.000000 Penalty: 6198.645020
	Iteration 76Q: 3 clusters Score -3.405863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266255 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -34058640.000000 Penalty: 6198.645020
	Iteration 77Q: 3 clusters Score -3.405864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266280 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -34058624.000000 Penalty: 6198.645020
	Iteration 78Q: 3 clusters Score -3.405862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266294 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -34058636.000000 Penalty: 6198.645020
	Iteration 79Q: 3 clusters Score -3.405864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266304 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -34058628.000000 Penalty: 6198.645020
	Iteration 80F: 3 clusters Score -3.405863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266307 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -34058632.000000 Penalty: 6198.645020
	Iteration 81Q: 3 clusters Score -3.405863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266315 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -34058640.000000 Penalty: 6198.645020
	Iteration 82Q: 3 clusters Score -3.405864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266322 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -34058644.000000 Penalty: 6198.645020
	Iteration 83Q: 3 clusters Score -3.405864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266326 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -34058636.000000 Penalty: 6198.645020
	Iteration 84Q: 3 clusters Score -3.405864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266330 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -34058648.000000 Penalty: 6198.645020
	Iteration 85Q: 3 clusters Score -3.405865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266337 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -34058624.000000 Penalty: 6198.645020
	Iteration 86Q: 3 clusters Score -3.405862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266340 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -34058644.000000 Penalty: 6198.645020
	Iteration 87Q: 3 clusters Score -3.405864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266346 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -34058636.000000 Penalty: 6198.645020
	Iteration 88Q: 3 clusters Score -3.405864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266350 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -34058624.000000 Penalty: 6198.645020
	Iteration 89Q: 3 clusters Score -3.405862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -34058612.000000 Penalty: 6198.645020
	Iteration 90Q: 3 clusters Score -3.405861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266359 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -34058604.000000 Penalty: 6198.645020
	Iteration 91Q: 3 clusters Score -3.40586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -34058624.000000 Penalty: 6198.645020
	Iteration 92Q: 3 clusters Score -3.405862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266376 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -34058600.000000 Penalty: 6198.645020
	Iteration 93Q: 3 clusters Score -3.40586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266378 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -34058612.000000 Penalty: 6198.645020
	Iteration 94Q: 3 clusters Score -3.405861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -34058584.000000 Penalty: 6198.645020
	Iteration 95Q: 3 clusters Score -3.405858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266386 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -34058588.000000 Penalty: 6198.645020
	Iteration 96Q: 3 clusters Score -3.405859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266390 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -34058568.000000 Penalty: 6198.645020
	Iteration 97Q: 3 clusters Score -3.405857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266393 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -34058592.000000 Penalty: 6198.645020
	Iteration 98Q: 3 clusters Score -3.405859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266393 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -34058600.000000 Penalty: 6198.645020
	Iteration 99Q: 3 clusters Score -3.40586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266394 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -34058588.000000 Penalty: 6198.645020
	Iteration 100F: 3 clusters Score -3.405859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236723 members 
Entering Unmasked Estep 
Score: -30263308.000000 Penalty: 3068.912354
	Iteration 0F: 2 clusters Score -3.026331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -30163988.000000 Penalty: 6137.824707
	Iteration 0F: 3 clusters Score -3.016399e+07 nChanged 114030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116655 members 
Mstep: Class 2 contains 120068 members 
Entering Unmasked Estep 
Score: -30230722.000000 Penalty: 6137.824707
	Iteration 1F: 3 clusters Score -3.023072e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115749 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -30231650.000000 Penalty: 6137.824707
	Iteration 2Q: 3 clusters Score -3.023165e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -30232664.000000 Penalty: 6137.824707
	Iteration 3Q: 3 clusters Score -3.023266e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -30233990.000000 Penalty: 6137.824707
	Iteration 4Q: 3 clusters Score -3.023399e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -30235310.000000 Penalty: 6137.824707
	Iteration 5Q: 3 clusters Score -3.023531e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -30237318.000000 Penalty: 6137.824707
	Iteration 6Q: 3 clusters Score -3.023732e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -30240102.000000 Penalty: 6137.824707
	Iteration 7Q: 3 clusters Score -3.02401e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -30245382.000000 Penalty: 6137.824707
	Iteration 8Q: 3 clusters Score -3.024538e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -30254108.000000 Penalty: 6137.824707
	Iteration 9F: 3 clusters Score -3.025411e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 151633 members 
Entering Unmasked Estep 
Score: -30265146.000000 Penalty: 6137.824707
	Iteration 10F: 3 clusters Score -3.026515e+07 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -30272382.000000 Penalty: 6137.824707
	Iteration 11F: 3 clusters Score -3.027238e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -30274270.000000 Penalty: 6137.824707
	Iteration 12Q: 3 clusters Score -3.027427e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -30274876.000000 Penalty: 6137.824707
	Iteration 13Q: 3 clusters Score -3.027488e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -30274818.000000 Penalty: 6137.824707
	Iteration 14Q: 3 clusters Score -3.027482e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -30274876.000000 Penalty: 6137.824707
	Iteration 15Q: 3 clusters Score -3.027488e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -30274830.000000 Penalty: 6137.824707
	Iteration 16Q: 3 clusters Score -3.027483e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -30274942.000000 Penalty: 6137.824707
	Iteration 17Q: 3 clusters Score -3.027494e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -30275016.000000 Penalty: 6137.824707
	Iteration 18Q: 3 clusters Score -3.027502e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -30275138.000000 Penalty: 6137.824707
	Iteration 19Q: 3 clusters Score -3.027514e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 134748 members 
Entering Unmasked Estep 
Score: -30275228.000000 Penalty: 6137.824707
	Iteration 20F: 3 clusters Score -3.027523e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -30275480.000000 Penalty: 6137.824707
	Iteration 21Q: 3 clusters Score -3.027548e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 129092 members 
Entering Unmasked Estep 
Score: -30275684.000000 Penalty: 6137.824707
	Iteration 22Q: 3 clusters Score -3.027568e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 126103 members 
Entering Unmasked Estep 
Score: -30275950.000000 Penalty: 6137.824707
	Iteration 23Q: 3 clusters Score -3.027595e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -30276096.000000 Penalty: 6137.824707
	Iteration 24Q: 3 clusters Score -3.02761e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 120086 members 
Entering Unmasked Estep 
Score: -30276278.000000 Penalty: 6137.824707
	Iteration 25Q: 3 clusters Score -3.027628e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -30276604.000000 Penalty: 6137.824707
	Iteration 26Q: 3 clusters Score -3.02766e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123387 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -30276804.000000 Penalty: 6137.824707
	Iteration 27Q: 3 clusters Score -3.02768e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -30276938.000000 Penalty: 6137.824707
	Iteration 28Q: 3 clusters Score -3.027694e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -30277186.000000 Penalty: 6137.824707
	Iteration 29Q: 3 clusters Score -3.027719e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136994 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -30277620.000000 Penalty: 6137.824707
	Iteration 30Q: 3 clusters Score -3.027762e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143077 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -30278158.000000 Penalty: 6137.824707
	Iteration 31Q: 3 clusters Score -3.027816e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -30278368.000000 Penalty: 6137.824707
	Iteration 32Q: 3 clusters Score -3.027837e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -30278524.000000 Penalty: 6137.824707
	Iteration 33Q: 3 clusters Score -3.027852e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -30278296.000000 Penalty: 6137.824707
	Iteration 34Q: 3 clusters Score -3.02783e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -30277246.000000 Penalty: 6137.824707
	Iteration 35Q: 3 clusters Score -3.027725e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188272 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -30273080.000000 Penalty: 6137.824707
	Iteration 36Q: 3 clusters Score -3.027308e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -30269730.000000 Penalty: 6137.824707
	Iteration 37Q: 3 clusters Score -3.026973e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200027 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -30267094.000000 Penalty: 6137.824707
	Iteration 38Q: 3 clusters Score -3.026709e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203560 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -30265360.000000 Penalty: 6137.824707
	Iteration 39Q: 3 clusters Score -3.026536e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206240 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -30268182.000000 Penalty: 6137.824707
	Iteration 40F: 3 clusters Score -3.026818e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212878 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -30265704.000000 Penalty: 6137.824707
	Iteration 41Q: 3 clusters Score -3.02657e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217116 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -30264066.000000 Penalty: 6137.824707
	Iteration 42Q: 3 clusters Score -3.026407e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220117 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -30262998.000000 Penalty: 6137.824707
	Iteration 43Q: 3 clusters Score -3.0263e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222449 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -30262106.000000 Penalty: 6137.824707
	Iteration 44Q: 3 clusters Score -3.026211e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -30261552.000000 Penalty: 6137.824707
	Iteration 45Q: 3 clusters Score -3.026155e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226003 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -30261028.000000 Penalty: 6137.824707
	Iteration 46Q: 3 clusters Score -3.026103e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227398 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -30260664.000000 Penalty: 6137.824707
	Iteration 47Q: 3 clusters Score -3.026066e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228547 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -30260506.000000 Penalty: 6137.824707
	Iteration 48Q: 3 clusters Score -3.026051e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229542 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -30260320.000000 Penalty: 6137.824707
	Iteration 49Q: 3 clusters Score -3.026032e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230430 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -30260182.000000 Penalty: 6137.824707
	Iteration 50Q: 3 clusters Score -3.026018e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231236 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -30260036.000000 Penalty: 6137.824707
	Iteration 51Q: 3 clusters Score -3.026004e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231959 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -30259946.000000 Penalty: 6137.824707
	Iteration 52Q: 3 clusters Score -3.025995e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232587 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -30259884.000000 Penalty: 6137.824707
	Iteration 53Q: 3 clusters Score -3.025988e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233140 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -30259958.000000 Penalty: 6137.824707
	Iteration 54Q: 3 clusters Score -3.025996e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233589 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -30260066.000000 Penalty: 6137.824707
	Iteration 55Q: 3 clusters Score -3.026007e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233979 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -30260192.000000 Penalty: 6137.824707
	Iteration 56Q: 3 clusters Score -3.026019e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234309 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -30260288.000000 Penalty: 6137.824707
	Iteration 57Q: 3 clusters Score -3.026029e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234588 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -30260358.000000 Penalty: 6137.824707
	Iteration 58Q: 3 clusters Score -3.026036e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234819 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -30260410.000000 Penalty: 6137.824707
	Iteration 59Q: 3 clusters Score -3.026041e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235022 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -30260488.000000 Penalty: 6137.824707
	Iteration 60F: 3 clusters Score -3.026049e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235193 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -30260518.000000 Penalty: 6137.824707
	Iteration 61Q: 3 clusters Score -3.026052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235315 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -30260520.000000 Penalty: 6137.824707
	Iteration 62Q: 3 clusters Score -3.026052e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235419 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -30260510.000000 Penalty: 6137.824707
	Iteration 63Q: 3 clusters Score -3.026051e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235500 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -30260532.000000 Penalty: 6137.824707
	Iteration 64Q: 3 clusters Score -3.026053e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235569 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -30260584.000000 Penalty: 6137.824707
	Iteration 65Q: 3 clusters Score -3.026058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -30260564.000000 Penalty: 6137.824707
	Iteration 66Q: 3 clusters Score -3.026056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -30260574.000000 Penalty: 6137.824707
	Iteration 67Q: 3 clusters Score -3.026057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235695 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -30260618.000000 Penalty: 6137.824707
	Iteration 68Q: 3 clusters Score -3.026062e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235737 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -30260650.000000 Penalty: 6137.824707
	Iteration 69Q: 3 clusters Score -3.026065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235773 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -30260696.000000 Penalty: 6137.824707
	Iteration 70Q: 3 clusters Score -3.02607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235804 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30260688.000000 Penalty: 6137.824707
	Iteration 71Q: 3 clusters Score -3.026069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235822 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -30260714.000000 Penalty: 6137.824707
	Iteration 72Q: 3 clusters Score -3.026071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235847 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -30260736.000000 Penalty: 6137.824707
	Iteration 73Q: 3 clusters Score -3.026074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235864 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -30260744.000000 Penalty: 6137.824707
	Iteration 74Q: 3 clusters Score -3.026074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -30260734.000000 Penalty: 6137.824707
	Iteration 75Q: 3 clusters Score -3.026073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -30260720.000000 Penalty: 6137.824707
	Iteration 76Q: 3 clusters Score -3.026072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235918 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -30260716.000000 Penalty: 6137.824707
	Iteration 77Q: 3 clusters Score -3.026072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235929 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -30260738.000000 Penalty: 6137.824707
	Iteration 78Q: 3 clusters Score -3.026074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235938 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -30260756.000000 Penalty: 6137.824707
	Iteration 79Q: 3 clusters Score -3.026076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235948 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -30260748.000000 Penalty: 6137.824707
	Iteration 80F: 3 clusters Score -3.026075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235957 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30260764.000000 Penalty: 6137.824707
	Iteration 81Q: 3 clusters Score -3.026076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235963 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -30260744.000000 Penalty: 6137.824707
	Iteration 82Q: 3 clusters Score -3.026074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235967 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30260736.000000 Penalty: 6137.824707
	Iteration 83Q: 3 clusters Score -3.026074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235970 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -30260736.000000 Penalty: 6137.824707
	Iteration 84Q: 3 clusters Score -3.026074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235973 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -30260754.000000 Penalty: 6137.824707
	Iteration 85Q: 3 clusters Score -3.026075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235977 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -30260746.000000 Penalty: 6137.824707
	Iteration 86Q: 3 clusters Score -3.026075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235980 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -30260760.000000 Penalty: 6137.824707
	Iteration 87Q: 3 clusters Score -3.026076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235979 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -30260760.000000 Penalty: 6137.824707
	Iteration 88Q: 3 clusters Score -3.026076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235978 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -30260760.000000 Penalty: 6137.824707
	Iteration 89Q: 3 clusters Score -3.026076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235978 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -30260760.000000 Penalty: 6137.824707
	Iteration 90F: 3 clusters Score -3.026076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Entering Unmasked Estep 
Score: -6495628.000000 Penalty: 2693.112793
	Iteration 0F: 2 clusters Score -6495628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6460568.500000 Penalty: 5386.225586
	Iteration 0F: 3 clusters Score -6460568 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6474138.000000 Penalty: 5386.225586
	Iteration 1F: 3 clusters Score -6474138 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6474821.000000 Penalty: 5386.225586
	Iteration 2Q: 3 clusters Score -6474821 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -6475516.000000 Penalty: 5386.225586
	Iteration 3Q: 3 clusters Score -6475516 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -6476348.000000 Penalty: 5386.225586
	Iteration 4Q: 3 clusters Score -6476348 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6477292.500000 Penalty: 5386.225586
	Iteration 5Q: 3 clusters Score -6477292 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6478420.500000 Penalty: 5386.225586
	Iteration 6F: 3 clusters Score -6478420 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6479949.500000 Penalty: 5386.225586
	Iteration 7F: 3 clusters Score -6479950 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6481799.500000 Penalty: 5386.225586
	Iteration 8F: 3 clusters Score -6481800 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -6484145.500000 Penalty: 5386.225586
	Iteration 9F: 3 clusters Score -6484146 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6486718.000000 Penalty: 5386.225586
	Iteration 10F: 3 clusters Score -6486718 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6489363.000000 Penalty: 5386.225586
	Iteration 11F: 3 clusters Score -6489363 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6491437.000000 Penalty: 5386.225586
	Iteration 12Q: 3 clusters Score -6491437 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -6492660.000000 Penalty: 5386.225586
	Iteration 13Q: 3 clusters Score -6492660 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6493146.000000 Penalty: 5386.225586
	Iteration 14Q: 3 clusters Score -6493146 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -6493379.500000 Penalty: 5386.225586
	Iteration 15Q: 3 clusters Score -6493380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6493507.500000 Penalty: 5386.225586
	Iteration 16Q: 3 clusters Score -6493508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -6493583.500000 Penalty: 5386.225586
	Iteration 17Q: 3 clusters Score -6493584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6493643.500000 Penalty: 5386.225586
	Iteration 18Q: 3 clusters Score -6493644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -6493672.500000 Penalty: 5386.225586
	Iteration 19Q: 3 clusters Score -6493672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -6493695.000000 Penalty: 5386.225586
	Iteration 20F: 3 clusters Score -6493695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6493701.500000 Penalty: 5386.225586
	Iteration 21Q: 3 clusters Score -6493702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -6493712.000000 Penalty: 5386.225586
	Iteration 22Q: 3 clusters Score -6493712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6493720.500000 Penalty: 5386.225586
	Iteration 23Q: 3 clusters Score -6493720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -6493719.000000 Penalty: 5386.225586
	Iteration 24Q: 3 clusters Score -6493719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -6493722.500000 Penalty: 5386.225586
	Iteration 25Q: 3 clusters Score -6493722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6493726.500000 Penalty: 5386.225586
	Iteration 26Q: 3 clusters Score -6493726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -6493724.000000 Penalty: 5386.225586
	Iteration 27Q: 3 clusters Score -6493724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6493720.500000 Penalty: 5386.225586
	Iteration 28Q: 3 clusters Score -6493720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6493715.000000 Penalty: 5386.225586
	Iteration 29Q: 3 clusters Score -6493715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6493722.000000 Penalty: 5386.225586
	Iteration 30Q: 3 clusters Score -6493722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -6493727.000000 Penalty: 5386.225586
	Iteration 31Q: 3 clusters Score -6493727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -6493732.500000 Penalty: 5386.225586
	Iteration 32Q: 3 clusters Score -6493732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6493732.000000 Penalty: 5386.225586
	Iteration 33Q: 3 clusters Score -6493732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6493732.000000 Penalty: 5386.225586
	Iteration 34F: 3 clusters Score -6493732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43057.542969 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43057.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43167.925781 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43167.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43188.699219 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -43188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43194.832031 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43194.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43200.000000 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43206.371094 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43206.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43209.628906 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -43209.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43211.472656 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -43211.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43212.371094 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -43212.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43212.371094 Penalty: 2975.472656
	Iteration 9F: 3 clusters Score -43212.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -119177.343750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -119177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117278.742188 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -117278.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117541.898438 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -117541.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117618.968750 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -117619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117657.242188 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -117657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117680.914062 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -117680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117690.742188 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -117690.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117702.570312 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -117702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117708.515625 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -117708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117711.476562 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -117711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117713.460938 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -117713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117714.921875 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -117714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117720.539062 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -117720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117723.765625 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -117723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117726.093750 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -117726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117727.210938 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -117727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117727.210938 Penalty: 3405.481934
	Iteration 15F: 3 clusters Score -117727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -220700.562500 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -220700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218189.031250 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -218189 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -218733.250000 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -218733.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219090.718750 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -219090.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -219425.671875 Penalty: 3725.716309
	Iteration 3F: 3 clusters Score -219425.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -219932.562500 Penalty: 3725.716309
	Iteration 4F: 3 clusters Score -219932.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220402.875000 Penalty: 3725.716309
	Iteration 5F: 3 clusters Score -220402.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -220647.718750 Penalty: 3725.716309
	Iteration 6F: 3 clusters Score -220647.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220790.578125 Penalty: 3725.716309
	Iteration 7Q: 3 clusters Score -220790.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220879.578125 Penalty: 3725.716309
	Iteration 8Q: 3 clusters Score -220879.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -220930.390625 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -220930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -220984.500000 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -220984.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -221003.562500 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -221003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -221012.281250 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -221012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -221017.546875 Penalty: 3725.716309
	Iteration 13Q: 3 clusters Score -221017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -221018.296875 Penalty: 3725.716309
	Iteration 14Q: 3 clusters Score -221018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -221018.296875 Penalty: 3725.716309
	Iteration 15F: 3 clusters Score -221018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 128196 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50765 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 15486 members 
Mstep: Class 9 contains 267605 members 
Mstep: Class 10 contains 236723 members 
Mstep: Class 11 contains 52017 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 22784 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43903 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 616 members 
Entering Unmasked Estep 
Score: -116064904.000000 Penalty: 81763.039062
Splitting cluster 14 changes total score from -116065984.000000 to -116064904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -1125543.625000 Penalty: 2247.882324
	Iteration 0F: 2 clusters Score -1125544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1118658.375000 Penalty: 4495.764648
	Iteration 0F: 3 clusters Score -1118658 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1120602.750000 Penalty: 4495.764648
	Iteration 1F: 3 clusters Score -1120603 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1120893.375000 Penalty: 4495.764648
	Iteration 2F: 3 clusters Score -1120893 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1121103.875000 Penalty: 4495.764648
	Iteration 3F: 3 clusters Score -1121104 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1121272.625000 Penalty: 4495.764648
	Iteration 4Q: 3 clusters Score -1121273 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1121426.875000 Penalty: 4495.764648
	Iteration 5Q: 3 clusters Score -1121427 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1121566.250000 Penalty: 4495.764648
	Iteration 6Q: 3 clusters Score -1121566 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1121700.750000 Penalty: 4495.764648
	Iteration 7Q: 3 clusters Score -1121701 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1121854.625000 Penalty: 4495.764648
	Iteration 8Q: 3 clusters Score -1121855 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1122016.875000 Penalty: 4495.764648
	Iteration 9Q: 3 clusters Score -1122017 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1122211.500000 Penalty: 4495.764648
	Iteration 10Q: 3 clusters Score -1122212 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1122425.750000 Penalty: 4495.764648
	Iteration 11Q: 3 clusters Score -1122426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1122620.250000 Penalty: 4495.764648
	Iteration 12Q: 3 clusters Score -1122620 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1122816.000000 Penalty: 4495.764648
	Iteration 13Q: 3 clusters Score -1122816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1122976.250000 Penalty: 4495.764648
	Iteration 14Q: 3 clusters Score -1122976 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1123154.625000 Penalty: 4495.764648
	Iteration 15Q: 3 clusters Score -1123155 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1123275.250000 Penalty: 4495.764648
	Iteration 16Q: 3 clusters Score -1123275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1123356.125000 Penalty: 4495.764648
	Iteration 17Q: 3 clusters Score -1123356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1123417.500000 Penalty: 4495.764648
	Iteration 18Q: 3 clusters Score -1123418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1123462.250000 Penalty: 4495.764648
	Iteration 19Q: 3 clusters Score -1123462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1123485.625000 Penalty: 4495.764648
	Iteration 20F: 3 clusters Score -1123486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1123502.250000 Penalty: 4495.764648
	Iteration 21Q: 3 clusters Score -1123502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1123514.000000 Penalty: 4495.764648
	Iteration 22Q: 3 clusters Score -1123514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1123521.500000 Penalty: 4495.764648
	Iteration 23Q: 3 clusters Score -1123522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1123527.125000 Penalty: 4495.764648
	Iteration 24Q: 3 clusters Score -1123527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1123528.625000 Penalty: 4495.764648
	Iteration 25Q: 3 clusters Score -1123529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1123530.375000 Penalty: 4495.764648
	Iteration 26Q: 3 clusters Score -1123530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1123535.375000 Penalty: 4495.764648
	Iteration 27Q: 3 clusters Score -1123535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1123536.375000 Penalty: 4495.764648
	Iteration 28Q: 3 clusters Score -1123536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1123540.125000 Penalty: 4495.764648
	Iteration 29Q: 3 clusters Score -1123540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1123546.625000 Penalty: 4495.764648
	Iteration 30Q: 3 clusters Score -1123547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1123551.375000 Penalty: 4495.764648
	Iteration 31Q: 3 clusters Score -1123551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1123553.250000 Penalty: 4495.764648
	Iteration 32Q: 3 clusters Score -1123553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1123554.750000 Penalty: 4495.764648
	Iteration 33Q: 3 clusters Score -1123555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1123556.500000 Penalty: 4495.764648
	Iteration 34Q: 3 clusters Score -1123556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1123558.000000 Penalty: 4495.764648
	Iteration 35Q: 3 clusters Score -1123558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1123560.000000 Penalty: 4495.764648
	Iteration 36Q: 3 clusters Score -1123560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1123560.375000 Penalty: 4495.764648
	Iteration 37Q: 3 clusters Score -1123560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1123560.375000 Penalty: 4495.764648
	Iteration 38F: 3 clusters Score -1123560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Entering Unmasked Estep 
Score: -3103403.250000 Penalty: 2500.784180
	Iteration 0F: 2 clusters Score -3103403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3086802.500000 Penalty: 5001.568359
	Iteration 0F: 3 clusters Score -3086802 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3092445.000000 Penalty: 5001.568359
	Iteration 1F: 3 clusters Score -3092445 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3092825.500000 Penalty: 5001.568359
	Iteration 2Q: 3 clusters Score -3092826 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3093104.750000 Penalty: 5001.568359
	Iteration 3Q: 3 clusters Score -3093105 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3093314.250000 Penalty: 5001.568359
	Iteration 4Q: 3 clusters Score -3093314 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3093515.500000 Penalty: 5001.568359
	Iteration 5Q: 3 clusters Score -3093516 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3093713.750000 Penalty: 5001.568359
	Iteration 6Q: 3 clusters Score -3093714 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3093984.000000 Penalty: 5001.568359
	Iteration 7Q: 3 clusters Score -3093984 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3094273.000000 Penalty: 5001.568359
	Iteration 8Q: 3 clusters Score -3094273 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3094621.750000 Penalty: 5001.568359
	Iteration 9Q: 3 clusters Score -3094622 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3095005.750000 Penalty: 5001.568359
	Iteration 10Q: 3 clusters Score -3095006 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3095454.750000 Penalty: 5001.568359
	Iteration 11Q: 3 clusters Score -3095455 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3095986.250000 Penalty: 5001.568359
	Iteration 12Q: 3 clusters Score -3095986 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3096623.750000 Penalty: 5001.568359
	Iteration 13Q: 3 clusters Score -3096624 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3097230.750000 Penalty: 5001.568359
	Iteration 14Q: 3 clusters Score -3097231 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3097788.250000 Penalty: 5001.568359
	Iteration 15Q: 3 clusters Score -3097788 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3098149.000000 Penalty: 5001.568359
	Iteration 16Q: 3 clusters Score -3098149 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3098369.250000 Penalty: 5001.568359
	Iteration 17Q: 3 clusters Score -3098369 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3098490.500000 Penalty: 5001.568359
	Iteration 18Q: 3 clusters Score -3098490 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3098575.250000 Penalty: 5001.568359
	Iteration 19Q: 3 clusters Score -3098575 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3098631.000000 Penalty: 5001.568359
	Iteration 20F: 3 clusters Score -3098631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3098674.750000 Penalty: 5001.568359
	Iteration 21Q: 3 clusters Score -3098675 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3098716.250000 Penalty: 5001.568359
	Iteration 22Q: 3 clusters Score -3098716 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3098749.000000 Penalty: 5001.568359
	Iteration 23Q: 3 clusters Score -3098749 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3098786.500000 Penalty: 5001.568359
	Iteration 24Q: 3 clusters Score -3098786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3098812.750000 Penalty: 5001.568359
	Iteration 25Q: 3 clusters Score -3098813 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3098831.500000 Penalty: 5001.568359
	Iteration 26Q: 3 clusters Score -3098832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3098866.250000 Penalty: 5001.568359
	Iteration 27Q: 3 clusters Score -3098866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3098891.500000 Penalty: 5001.568359
	Iteration 28Q: 3 clusters Score -3098892 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3098922.500000 Penalty: 5001.568359
	Iteration 29Q: 3 clusters Score -3098922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3098948.500000 Penalty: 5001.568359
	Iteration 30Q: 3 clusters Score -3098948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3098962.750000 Penalty: 5001.568359
	Iteration 31Q: 3 clusters Score -3098963 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3098988.000000 Penalty: 5001.568359
	Iteration 32Q: 3 clusters Score -3098988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3099009.250000 Penalty: 5001.568359
	Iteration 33Q: 3 clusters Score -3099009 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3099011.000000 Penalty: 5001.568359
	Iteration 34Q: 3 clusters Score -3099011 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3099027.500000 Penalty: 5001.568359
	Iteration 35Q: 3 clusters Score -3099028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3099051.000000 Penalty: 5001.568359
	Iteration 36Q: 3 clusters Score -3099051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3099075.000000 Penalty: 5001.568359
	Iteration 37Q: 3 clusters Score -3099075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3099092.000000 Penalty: 5001.568359
	Iteration 38Q: 3 clusters Score -3099092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3099118.500000 Penalty: 5001.568359
	Iteration 39Q: 3 clusters Score -3099118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3099121.250000 Penalty: 5001.568359
	Iteration 40F: 3 clusters Score -3099121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3099130.500000 Penalty: 5001.568359
	Iteration 41Q: 3 clusters Score -3099130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3099152.750000 Penalty: 5001.568359
	Iteration 42Q: 3 clusters Score -3099153 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3099171.750000 Penalty: 5001.568359
	Iteration 43Q: 3 clusters Score -3099172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3099186.250000 Penalty: 5001.568359
	Iteration 44Q: 3 clusters Score -3099186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3099201.750000 Penalty: 5001.568359
	Iteration 45Q: 3 clusters Score -3099202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3099220.750000 Penalty: 5001.568359
	Iteration 46Q: 3 clusters Score -3099221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3099240.000000 Penalty: 5001.568359
	Iteration 47Q: 3 clusters Score -3099240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3099269.500000 Penalty: 5001.568359
	Iteration 48Q: 3 clusters Score -3099270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3099298.000000 Penalty: 5001.568359
	Iteration 49Q: 3 clusters Score -3099298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3099350.500000 Penalty: 5001.568359
	Iteration 50Q: 3 clusters Score -3099350 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3099373.250000 Penalty: 5001.568359
	Iteration 51Q: 3 clusters Score -3099373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3099414.250000 Penalty: 5001.568359
	Iteration 52Q: 3 clusters Score -3099414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3099444.500000 Penalty: 5001.568359
	Iteration 53Q: 3 clusters Score -3099444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3099464.000000 Penalty: 5001.568359
	Iteration 54Q: 3 clusters Score -3099464 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3099490.500000 Penalty: 5001.568359
	Iteration 55Q: 3 clusters Score -3099490 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3099506.750000 Penalty: 5001.568359
	Iteration 56Q: 3 clusters Score -3099507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3099518.750000 Penalty: 5001.568359
	Iteration 57Q: 3 clusters Score -3099519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3099541.000000 Penalty: 5001.568359
	Iteration 58Q: 3 clusters Score -3099541 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3099561.750000 Penalty: 5001.568359
	Iteration 59Q: 3 clusters Score -3099562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3099582.000000 Penalty: 5001.568359
	Iteration 60F: 3 clusters Score -3099582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3099585.500000 Penalty: 5001.568359
	Iteration 61Q: 3 clusters Score -3099586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3099617.500000 Penalty: 5001.568359
	Iteration 62Q: 3 clusters Score -3099618 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3099648.500000 Penalty: 5001.568359
	Iteration 63Q: 3 clusters Score -3099648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3099664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3099692.000000 Penalty: 5001.568359
	Iteration 65Q: 3 clusters Score -3099692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3099713.250000 Penalty: 5001.568359
	Iteration 66Q: 3 clusters Score -3099713 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3099742.500000 Penalty: 5001.568359
	Iteration 67Q: 3 clusters Score -3099742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3099771.000000 Penalty: 5001.568359
	Iteration 68Q: 3 clusters Score -3099771 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3099800.250000 Penalty: 5001.568359
	Iteration 69Q: 3 clusters Score -3099800 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3099834.500000 Penalty: 5001.568359
	Iteration 70Q: 3 clusters Score -3099834 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3099867.750000 Penalty: 5001.568359
	Iteration 71Q: 3 clusters Score -3099868 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3099904.000000 Penalty: 5001.568359
	Iteration 72Q: 3 clusters Score -3099904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3099939.500000 Penalty: 5001.568359
	Iteration 73Q: 3 clusters Score -3099940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3099968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3099989.750000 Penalty: 5001.568359
	Iteration 75Q: 3 clusters Score -3099990 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3100027.000000 Penalty: 5001.568359
	Iteration 76Q: 3 clusters Score -3100027 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3100051.500000 Penalty: 5001.568359
	Iteration 77Q: 3 clusters Score -3100052 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3100083 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3100115.750000 Penalty: 5001.568359
	Iteration 79Q: 3 clusters Score -3100116 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3100155.500000 Penalty: 5001.568359
	Iteration 80F: 3 clusters Score -3100156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3100205.500000 Penalty: 5001.568359
	Iteration 81Q: 3 clusters Score -3100206 nChanged 150
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Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3100227.000000 Penalty: 5001.568359
	Iteration 82Q: 3 clusters Score -3100227 nChanged 155
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3100266.500000 Penalty: 5001.568359
	Iteration 83Q: 3 clusters Score -3100266 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3100314.000000 Penalty: 5001.568359
	Iteration 84Q: 3 clusters Score -3100314 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3100345.500000 Penalty: 5001.568359
	Iteration 85Q: 3 clusters Score -3100346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3100378.750000 Penalty: 5001.568359
	Iteration 86Q: 3 clusters Score -3100379 nChanged 142
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3100430.250000 Penalty: 5001.568359
	Iteration 87Q: 3 clusters Score -3100430 nChanged 145
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3100467 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3100486.500000 Penalty: 5001.568359
	Iteration 89Q: 3 clusters Score -3100486 nChanged 128
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3100520.750000 Penalty: 5001.568359
	Iteration 90Q: 3 clusters Score -3100521 nChanged 108
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Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3100540 nChanged 121
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Mstep: Class 1 contains 4426 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3100568 nChanged 115
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Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3100594.000000 Penalty: 5001.568359
	Iteration 93Q: 3 clusters Score -3100594 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3100619.000000 Penalty: 5001.568359
	Iteration 94Q: 3 clusters Score -3100619 nChanged 113
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Mstep: Class 1 contains 4071 members 
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	Iteration 95Q: 3 clusters Score -3100649 nChanged 131
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Mstep: Class 1 contains 3940 members 
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	Iteration 96Q: 3 clusters Score -3100706 nChanged 133
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Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3100730 nChanged 118
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3100773.000000 Penalty: 5001.568359
	Iteration 98Q: 3 clusters Score -3100773 nChanged 129
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3100800 nChanged 112
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Mstep: Class 1 contains 3450 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3100831 nChanged 104
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3100848 nChanged 85
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Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3100882 nChanged 74
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3100907 nChanged 63
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	Iteration 104Q: 3 clusters Score -3100912 nChanged 57
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Mstep: Class 1 contains 3067 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3100928 nChanged 55
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 20940 members 
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	Iteration 106Q: 3 clusters Score -3100950 nChanged 52
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3100959 nChanged 50
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Mstep: Class 1 contains 2910 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3100967 nChanged 46
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Mstep: Class 1 contains 2864 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3100986 nChanged 46
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Mstep: Class 1 contains 2818 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3100998 nChanged 43
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Mstep: Class 1 contains 2775 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3101010 nChanged 53
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Mstep: Class 1 contains 2722 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3101018 nChanged 58
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3101028 nChanged 52
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3101047 nChanged 44
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3101051 nChanged 49
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3101073 nChanged 43
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Mstep: Class 1 contains 2482 members 
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	Iteration 117Q: 3 clusters Score -3101085 nChanged 28
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3101092 nChanged 33
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Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3101098.750000 Penalty: 5001.568359
	Iteration 119Q: 3 clusters Score -3101099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3101109.500000 Penalty: 5001.568359
	Iteration 120F: 3 clusters Score -3101110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3101117.000000 Penalty: 5001.568359
	Iteration 121Q: 3 clusters Score -3101117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3101122.250000 Penalty: 5001.568359
	Iteration 122Q: 3 clusters Score -3101122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3101118.250000 Penalty: 5001.568359
	Iteration 123Q: 3 clusters Score -3101118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3101121.500000 Penalty: 5001.568359
	Iteration 124Q: 3 clusters Score -3101122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3101120.500000 Penalty: 5001.568359
	Iteration 125Q: 3 clusters Score -3101120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3101128.000000 Penalty: 5001.568359
	Iteration 126Q: 3 clusters Score -3101128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3101129.000000 Penalty: 5001.568359
	Iteration 127Q: 3 clusters Score -3101129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3101139.500000 Penalty: 5001.568359
	Iteration 128Q: 3 clusters Score -3101140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3101146.250000 Penalty: 5001.568359
	Iteration 129Q: 3 clusters Score -3101146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3101148.000000 Penalty: 5001.568359
	Iteration 130Q: 3 clusters Score -3101148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3101147.000000 Penalty: 5001.568359
	Iteration 131Q: 3 clusters Score -3101147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3101144.250000 Penalty: 5001.568359
	Iteration 132Q: 3 clusters Score -3101144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3101150.000000 Penalty: 5001.568359
	Iteration 133Q: 3 clusters Score -3101150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3101154.500000 Penalty: 5001.568359
	Iteration 134Q: 3 clusters Score -3101154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3101159.000000 Penalty: 5001.568359
	Iteration 135Q: 3 clusters Score -3101159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3101162.000000 Penalty: 5001.568359
	Iteration 136Q: 3 clusters Score -3101162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3101167.750000 Penalty: 5001.568359
	Iteration 137Q: 3 clusters Score -3101168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3101165.750000 Penalty: 5001.568359
	Iteration 138Q: 3 clusters Score -3101166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3101161.750000 Penalty: 5001.568359
	Iteration 139Q: 3 clusters Score -3101162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3101165.750000 Penalty: 5001.568359
	Iteration 140F: 3 clusters Score -3101166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3101164.750000 Penalty: 5001.568359
	Iteration 141Q: 3 clusters Score -3101165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3101170.500000 Penalty: 5001.568359
	Iteration 142Q: 3 clusters Score -3101170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3101176.000000 Penalty: 5001.568359
	Iteration 143Q: 3 clusters Score -3101176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3101173.750000 Penalty: 5001.568359
	Iteration 144Q: 3 clusters Score -3101174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3101172.000000 Penalty: 5001.568359
	Iteration 145Q: 3 clusters Score -3101172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3101175.750000 Penalty: 5001.568359
	Iteration 146Q: 3 clusters Score -3101176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3101178.500000 Penalty: 5001.568359
	Iteration 147Q: 3 clusters Score -3101178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3101184.250000 Penalty: 5001.568359
	Iteration 148Q: 3 clusters Score -3101184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3101185.500000 Penalty: 5001.568359
	Iteration 149Q: 3 clusters Score -3101186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3101184.000000 Penalty: 5001.568359
	Iteration 150Q: 3 clusters Score -3101184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3101185.250000 Penalty: 5001.568359
	Iteration 151Q: 3 clusters Score -3101185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3101198.250000 Penalty: 5001.568359
	Iteration 152Q: 3 clusters Score -3101198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3101190.250000 Penalty: 5001.568359
	Iteration 153Q: 3 clusters Score -3101190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3101190.500000 Penalty: 5001.568359
	Iteration 154Q: 3 clusters Score -3101190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3101190.750000 Penalty: 5001.568359
	Iteration 155Q: 3 clusters Score -3101191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3101188.250000 Penalty: 5001.568359
	Iteration 156Q: 3 clusters Score -3101188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3101195.000000 Penalty: 5001.568359
	Iteration 157Q: 3 clusters Score -3101195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3101190.000000 Penalty: 5001.568359
	Iteration 158Q: 3 clusters Score -3101190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3101196.000000 Penalty: 5001.568359
	Iteration 159Q: 3 clusters Score -3101196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3101199.000000 Penalty: 5001.568359
	Iteration 160F: 3 clusters Score -3101199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3101202.250000 Penalty: 5001.568359
	Iteration 161Q: 3 clusters Score -3101202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3101197.750000 Penalty: 5001.568359
	Iteration 162Q: 3 clusters Score -3101198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3101202.250000 Penalty: 5001.568359
	Iteration 163Q: 3 clusters Score -3101202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3101206.750000 Penalty: 5001.568359
	Iteration 164Q: 3 clusters Score -3101207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3101210.500000 Penalty: 5001.568359
	Iteration 165Q: 3 clusters Score -3101210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3101216.750000 Penalty: 5001.568359
	Iteration 166Q: 3 clusters Score -3101217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3101222.000000 Penalty: 5001.568359
	Iteration 167Q: 3 clusters Score -3101222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3101219.500000 Penalty: 5001.568359
	Iteration 168Q: 3 clusters Score -3101220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3101226.000000 Penalty: 5001.568359
	Iteration 169Q: 3 clusters Score -3101226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3101226.250000 Penalty: 5001.568359
	Iteration 170Q: 3 clusters Score -3101226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3101231.500000 Penalty: 5001.568359
	Iteration 171Q: 3 clusters Score -3101232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3101236.500000 Penalty: 5001.568359
	Iteration 172Q: 3 clusters Score -3101236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3101241.500000 Penalty: 5001.568359
	Iteration 173Q: 3 clusters Score -3101242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3101243.500000 Penalty: 5001.568359
	Iteration 174Q: 3 clusters Score -3101244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3101247.000000 Penalty: 5001.568359
	Iteration 175Q: 3 clusters Score -3101247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3101250.000000 Penalty: 5001.568359
	Iteration 176Q: 3 clusters Score -3101250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3101250.750000 Penalty: 5001.568359
	Iteration 177Q: 3 clusters Score -3101251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3101254.750000 Penalty: 5001.568359
	Iteration 178Q: 3 clusters Score -3101255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3101255.000000 Penalty: 5001.568359
	Iteration 179Q: 3 clusters Score -3101255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3101255.000000 Penalty: 5001.568359
	Iteration 180F: 3 clusters Score -3101255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3101258.000000 Penalty: 5001.568359
	Iteration 181Q: 3 clusters Score -3101258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3101258.500000 Penalty: 5001.568359
	Iteration 182Q: 3 clusters Score -3101258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3101261.250000 Penalty: 5001.568359
	Iteration 183Q: 3 clusters Score -3101261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3101261.250000 Penalty: 5001.568359
	Iteration 184F: 3 clusters Score -3101261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Entering Unmasked Estep 
Score: -2955952.750000 Penalty: 2488.385742
	Iteration 0F: 2 clusters Score -2955953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2940082.750000 Penalty: 4976.771484
	Iteration 0F: 3 clusters Score -2940083 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2945384.500000 Penalty: 4976.771484
	Iteration 1F: 3 clusters Score -2945384 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2945729.750000 Penalty: 4976.771484
	Iteration 2Q: 3 clusters Score -2945730 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2946001.750000 Penalty: 4976.771484
	Iteration 3Q: 3 clusters Score -2946002 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2946223.250000 Penalty: 4976.771484
	Iteration 4Q: 3 clusters Score -2946223 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2946403.000000 Penalty: 4976.771484
	Iteration 5Q: 3 clusters Score -2946403 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2946540.750000 Penalty: 4976.771484
	Iteration 6Q: 3 clusters Score -2946541 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2946655.250000 Penalty: 4976.771484
	Iteration 7Q: 3 clusters Score -2946655 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2946757.250000 Penalty: 4976.771484
	Iteration 8Q: 3 clusters Score -2946757 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2946860.250000 Penalty: 4976.771484
	Iteration 9Q: 3 clusters Score -2946860 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2946973.750000 Penalty: 4976.771484
	Iteration 10Q: 3 clusters Score -2946974 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2947132.500000 Penalty: 4976.771484
	Iteration 11Q: 3 clusters Score -2947132 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2947338.250000 Penalty: 4976.771484
	Iteration 12Q: 3 clusters Score -2947338 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2947664.500000 Penalty: 4976.771484
	Iteration 13Q: 3 clusters Score -2947664 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2948139.000000 Penalty: 4976.771484
	Iteration 14Q: 3 clusters Score -2948139 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2948828.500000 Penalty: 4976.771484
	Iteration 15F: 3 clusters Score -2948828 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2949764.500000 Penalty: 4976.771484
	Iteration 16F: 3 clusters Score -2949764 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2950799.250000 Penalty: 4976.771484
	Iteration 17F: 3 clusters Score -2950799 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2951768.250000 Penalty: 4976.771484
	Iteration 18Q: 3 clusters Score -2951768 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2952533.750000 Penalty: 4976.771484
	Iteration 19Q: 3 clusters Score -2952534 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2953005.250000 Penalty: 4976.771484
	Iteration 20F: 3 clusters Score -2953005 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2953290.750000 Penalty: 4976.771484
	Iteration 21Q: 3 clusters Score -2953291 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2953469.250000 Penalty: 4976.771484
	Iteration 22Q: 3 clusters Score -2953469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2953574.000000 Penalty: 4976.771484
	Iteration 23Q: 3 clusters Score -2953574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2953646.250000 Penalty: 4976.771484
	Iteration 24Q: 3 clusters Score -2953646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2953682.500000 Penalty: 4976.771484
	Iteration 25Q: 3 clusters Score -2953682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2953701.000000 Penalty: 4976.771484
	Iteration 26Q: 3 clusters Score -2953701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2953711.750000 Penalty: 4976.771484
	Iteration 27Q: 3 clusters Score -2953712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2953724.750000 Penalty: 4976.771484
	Iteration 28Q: 3 clusters Score -2953725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2953748.250000 Penalty: 4976.771484
	Iteration 29Q: 3 clusters Score -2953748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2953757.250000 Penalty: 4976.771484
	Iteration 30Q: 3 clusters Score -2953757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2953764.250000 Penalty: 4976.771484
	Iteration 31Q: 3 clusters Score -2953764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2953761.750000 Penalty: 4976.771484
	Iteration 32Q: 3 clusters Score -2953762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2953762.250000 Penalty: 4976.771484
	Iteration 33Q: 3 clusters Score -2953762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2953764.750000 Penalty: 4976.771484
	Iteration 34Q: 3 clusters Score -2953765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2953769.750000 Penalty: 4976.771484
	Iteration 35Q: 3 clusters Score -2953770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2953770.500000 Penalty: 4976.771484
	Iteration 36Q: 3 clusters Score -2953770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2953769.000000 Penalty: 4976.771484
	Iteration 37Q: 3 clusters Score -2953769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2953766.500000 Penalty: 4976.771484
	Iteration 38Q: 3 clusters Score -2953766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2953774.000000 Penalty: 4976.771484
	Iteration 39Q: 3 clusters Score -2953774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2953772.250000 Penalty: 4976.771484
	Iteration 40F: 3 clusters Score -2953772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2953773.750000 Penalty: 4976.771484
	Iteration 41Q: 3 clusters Score -2953774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2953773.750000 Penalty: 4976.771484
	Iteration 42F: 3 clusters Score -2953774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Entering Unmasked Estep 
Score: -2364866.750000 Penalty: 2432.948242
	Iteration 0F: 2 clusters Score -2364867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2351869.250000 Penalty: 4865.896484
	Iteration 0F: 3 clusters Score -2351869 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2356167.750000 Penalty: 4865.896484
	Iteration 1F: 3 clusters Score -2356168 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2356553.500000 Penalty: 4865.896484
	Iteration 2F: 3 clusters Score -2356554 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2356924.000000 Penalty: 4865.896484
	Iteration 3Q: 3 clusters Score -2356924 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2357366.500000 Penalty: 4865.896484
	Iteration 4Q: 3 clusters Score -2357366 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2357967.500000 Penalty: 4865.896484
	Iteration 5F: 3 clusters Score -2357968 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2358766.000000 Penalty: 4865.896484
	Iteration 6F: 3 clusters Score -2358766 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2359729.750000 Penalty: 4865.896484
	Iteration 7F: 3 clusters Score -2359730 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2360766.500000 Penalty: 4865.896484
	Iteration 8F: 3 clusters Score -2360766 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2361571.500000 Penalty: 4865.896484
	Iteration 9Q: 3 clusters Score -2361572 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2362145.750000 Penalty: 4865.896484
	Iteration 10Q: 3 clusters Score -2362146 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2362527.750000 Penalty: 4865.896484
	Iteration 11Q: 3 clusters Score -2362528 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2362770.750000 Penalty: 4865.896484
	Iteration 12Q: 3 clusters Score -2362771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2362873.750000 Penalty: 4865.896484
	Iteration 13Q: 3 clusters Score -2362874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2362938.500000 Penalty: 4865.896484
	Iteration 14Q: 3 clusters Score -2362938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2362978.250000 Penalty: 4865.896484
	Iteration 15Q: 3 clusters Score -2362978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2363000.000000 Penalty: 4865.896484
	Iteration 16Q: 3 clusters Score -2363000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2363014.000000 Penalty: 4865.896484
	Iteration 17Q: 3 clusters Score -2363014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2363022.250000 Penalty: 4865.896484
	Iteration 18Q: 3 clusters Score -2363022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2363036.000000 Penalty: 4865.896484
	Iteration 19Q: 3 clusters Score -2363036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2363047.500000 Penalty: 4865.896484
	Iteration 20F: 3 clusters Score -2363048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2363066.250000 Penalty: 4865.896484
	Iteration 21Q: 3 clusters Score -2363066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2363073.500000 Penalty: 4865.896484
	Iteration 22Q: 3 clusters Score -2363074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2363080.500000 Penalty: 4865.896484
	Iteration 23Q: 3 clusters Score -2363080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2363083.250000 Penalty: 4865.896484
	Iteration 24Q: 3 clusters Score -2363083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2363084.750000 Penalty: 4865.896484
	Iteration 25Q: 3 clusters Score -2363085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2363085.750000 Penalty: 4865.896484
	Iteration 26Q: 3 clusters Score -2363086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2363085.750000 Penalty: 4865.896484
	Iteration 27F: 3 clusters Score -2363086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -60578.882812 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -60578.88 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 274 members 
Entering Unmasked Estep 
Score: -59056.238281 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59056.24 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59281.773438 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59281.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59436.371094 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -59436.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59598.625000 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -59598.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59669.734375 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -59669.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59747.265625 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -59747.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59834.070312 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -59834.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59915.773438 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -59915.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59992.273438 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -59992.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60012.875000 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -60012.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60012.875000 Penalty: 3128.816650
	Iteration 10F: 3 clusters Score -60012.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Entering Unmasked Estep 
Score: -655672.875000 Penalty: 2129.783936
	Iteration 0F: 2 clusters Score -655672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -650925.000000 Penalty: 4259.567871
	Iteration 0F: 3 clusters Score -650925 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -652037.750000 Penalty: 4259.567871
	Iteration 1F: 3 clusters Score -652037.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -652326.062500 Penalty: 4259.567871
	Iteration 2F: 3 clusters Score -652326.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -652601.000000 Penalty: 4259.567871
	Iteration 3F: 3 clusters Score -652601 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -652904.875000 Penalty: 4259.567871
	Iteration 4F: 3 clusters Score -652904.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -653145.250000 Penalty: 4259.567871
	Iteration 5F: 3 clusters Score -653145.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -653373.625000 Penalty: 4259.567871
	Iteration 6F: 3 clusters Score -653373.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -653572.375000 Penalty: 4259.567871
	Iteration 7F: 3 clusters Score -653572.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -653724.562500 Penalty: 4259.567871
	Iteration 8Q: 3 clusters Score -653724.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -653846.375000 Penalty: 4259.567871
	Iteration 9Q: 3 clusters Score -653846.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -653943.625000 Penalty: 4259.567871
	Iteration 10Q: 3 clusters Score -653943.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -654029.562500 Penalty: 4259.567871
	Iteration 11Q: 3 clusters Score -654029.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -654092.875000 Penalty: 4259.567871
	Iteration 12Q: 3 clusters Score -654092.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -654138.687500 Penalty: 4259.567871
	Iteration 13Q: 3 clusters Score -654138.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -654177.937500 Penalty: 4259.567871
	Iteration 14Q: 3 clusters Score -654177.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -654213.125000 Penalty: 4259.567871
	Iteration 15Q: 3 clusters Score -654213.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -654245.937500 Penalty: 4259.567871
	Iteration 16Q: 3 clusters Score -654245.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -654266.500000 Penalty: 4259.567871
	Iteration 17Q: 3 clusters Score -654266.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -654285.750000 Penalty: 4259.567871
	Iteration 18Q: 3 clusters Score -654285.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -654308.625000 Penalty: 4259.567871
	Iteration 19Q: 3 clusters Score -654308.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -654321.125000 Penalty: 4259.567871
	Iteration 20F: 3 clusters Score -654321.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -654332.437500 Penalty: 4259.567871
	Iteration 21Q: 3 clusters Score -654332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -654345.562500 Penalty: 4259.567871
	Iteration 22Q: 3 clusters Score -654345.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -654351.625000 Penalty: 4259.567871
	Iteration 23Q: 3 clusters Score -654351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -654364.437500 Penalty: 4259.567871
	Iteration 24Q: 3 clusters Score -654364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -654375.562500 Penalty: 4259.567871
	Iteration 25Q: 3 clusters Score -654375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -654386.562500 Penalty: 4259.567871
	Iteration 26Q: 3 clusters Score -654386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -654389.500000 Penalty: 4259.567871
	Iteration 27Q: 3 clusters Score -654389.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -654396.937500 Penalty: 4259.567871
	Iteration 28Q: 3 clusters Score -654396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -654402.812500 Penalty: 4259.567871
	Iteration 29Q: 3 clusters Score -654402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -654408.062500 Penalty: 4259.567871
	Iteration 30Q: 3 clusters Score -654408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -654413.375000 Penalty: 4259.567871
	Iteration 31Q: 3 clusters Score -654413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -654414.937500 Penalty: 4259.567871
	Iteration 32Q: 3 clusters Score -654414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -654416.750000 Penalty: 4259.567871
	Iteration 33Q: 3 clusters Score -654416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -654416.375000 Penalty: 4259.567871
	Iteration 34Q: 3 clusters Score -654416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -654416.875000 Penalty: 4259.567871
	Iteration 35Q: 3 clusters Score -654416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -654419.000000 Penalty: 4259.567871
	Iteration 36Q: 3 clusters Score -654419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -654419.812500 Penalty: 4259.567871
	Iteration 37Q: 3 clusters Score -654419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -654419.812500 Penalty: 4259.567871
	Iteration 38F: 3 clusters Score -654419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Entering Unmasked Estep 
Score: -5686723.000000 Penalty: 2651.055176
	Iteration 0F: 2 clusters Score -5686723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5657161.000000 Penalty: 5302.110352
	Iteration 0F: 3 clusters Score -5657161 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5668251.500000 Penalty: 5302.110352
	Iteration 1F: 3 clusters Score -5668252 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5668834.000000 Penalty: 5302.110352
	Iteration 2Q: 3 clusters Score -5668834 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5669513.000000 Penalty: 5302.110352
	Iteration 3Q: 3 clusters Score -5669513 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -5670440.000000 Penalty: 5302.110352
	Iteration 4Q: 3 clusters Score -5670440 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -5671693.000000 Penalty: 5302.110352
	Iteration 5F: 3 clusters Score -5671693 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -5673547.000000 Penalty: 5302.110352
	Iteration 6F: 3 clusters Score -5673547 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5676075.000000 Penalty: 5302.110352
	Iteration 7F: 3 clusters Score -5676075 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5678898.000000 Penalty: 5302.110352
	Iteration 8F: 3 clusters Score -5678898 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5681247.000000 Penalty: 5302.110352
	Iteration 9F: 3 clusters Score -5681247 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5682788.500000 Penalty: 5302.110352
	Iteration 10Q: 3 clusters Score -5682788 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5683580.000000 Penalty: 5302.110352
	Iteration 11Q: 3 clusters Score -5683580 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5683975.000000 Penalty: 5302.110352
	Iteration 12Q: 3 clusters Score -5683975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5684190.000000 Penalty: 5302.110352
	Iteration 13Q: 3 clusters Score -5684190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5684285.000000 Penalty: 5302.110352
	Iteration 14Q: 3 clusters Score -5684285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5684347.000000 Penalty: 5302.110352
	Iteration 15Q: 3 clusters Score -5684347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5684374.500000 Penalty: 5302.110352
	Iteration 16Q: 3 clusters Score -5684374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5684400.500000 Penalty: 5302.110352
	Iteration 17Q: 3 clusters Score -5684400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -5684414.000000 Penalty: 5302.110352
	Iteration 18Q: 3 clusters Score -5684414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -5684431.500000 Penalty: 5302.110352
	Iteration 19Q: 3 clusters Score -5684432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5684442.000000 Penalty: 5302.110352
	Iteration 20F: 3 clusters Score -5684442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5684446.500000 Penalty: 5302.110352
	Iteration 21Q: 3 clusters Score -5684446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5684462.000000 Penalty: 5302.110352
	Iteration 22Q: 3 clusters Score -5684462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5684463.500000 Penalty: 5302.110352
	Iteration 23Q: 3 clusters Score -5684464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5684461.500000 Penalty: 5302.110352
	Iteration 24Q: 3 clusters Score -5684462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5684470.500000 Penalty: 5302.110352
	Iteration 25Q: 3 clusters Score -5684470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5684481.000000 Penalty: 5302.110352
	Iteration 26Q: 3 clusters Score -5684481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5684487.000000 Penalty: 5302.110352
	Iteration 27Q: 3 clusters Score -5684487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5684493.000000 Penalty: 5302.110352
	Iteration 28Q: 3 clusters Score -5684493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5684495.500000 Penalty: 5302.110352
	Iteration 29Q: 3 clusters Score -5684496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5684496.500000 Penalty: 5302.110352
	Iteration 30Q: 3 clusters Score -5684496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5684496.500000 Penalty: 5302.110352
	Iteration 31F: 3 clusters Score -5684496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -249707.437500 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -249707.4 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 1038 members 
Entering Unmasked Estep 
Score: -247104.750000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -247104.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -247523.953125 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -247524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -247635.515625 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -247635.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -247712.421875 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -247712.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -247765.187500 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -247765.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -247813.203125 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -247813.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -247840.250000 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -247840.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -247869.078125 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -247869.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247901.515625 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -247901.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -247920.984375 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -247921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -247935.140625 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -247935.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247953.718750 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -247953.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -247973.718750 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -247973.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -247981.484375 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -247981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -247988.406250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -247988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -247996.234375 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -247996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -248002.203125 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -248002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248007.437500 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -248007.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -248019.718750 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -248019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -248024.843750 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -248024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -248032.937500 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -248032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -248036.765625 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -248036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -248039.171875 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -248039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -248041.468750 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -248041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -248043.000000 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -248043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -248044.890625 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -248044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -248048.359375 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -248048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248049.093750 Penalty: 3769.054443
	Iteration 27Q: 3 clusters Score -248049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -248050.921875 Penalty: 3769.054443
	Iteration 28Q: 3 clusters Score -248050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -248051.687500 Penalty: 3769.054443
	Iteration 29Q: 3 clusters Score -248051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -248051.687500 Penalty: 3769.054443
	Iteration 30F: 3 clusters Score -248051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -212762.453125 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -212762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210328.859375 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -210328.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210768.515625 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -210768.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210883.062500 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -210883.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -210957.843750 Penalty: 3691.185791
	Iteration 3Q: 3 clusters Score -210957.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -211004.843750 Penalty: 3691.185791
	Iteration 4Q: 3 clusters Score -211004.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211028.703125 Penalty: 3691.185791
	Iteration 5Q: 3 clusters Score -211028.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211044.578125 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -211044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -211055.859375 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -211055.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211064.890625 Penalty: 3691.185791
	Iteration 8Q: 3 clusters Score -211064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -211069.296875 Penalty: 3691.185791
	Iteration 9Q: 3 clusters Score -211069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211073.375000 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -211073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211079.328125 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -211079.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -211087.109375 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -211087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211092.375000 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -211092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211098.390625 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -211098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211105.437500 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -211105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211110.562500 Penalty: 3691.185791
	Iteration 16Q: 3 clusters Score -211110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -211117.156250 Penalty: 3691.185791
	Iteration 17Q: 3 clusters Score -211117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211121.828125 Penalty: 3691.185791
	Iteration 18Q: 3 clusters Score -211121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211123.906250 Penalty: 3691.185791
	Iteration 19Q: 3 clusters Score -211123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211124.046875 Penalty: 3691.185791
	Iteration 20F: 3 clusters Score -211124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 128196 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50765 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 15486 members 
Mstep: Class 9 contains 267605 members 
Mstep: Class 10 contains 236723 members 
Mstep: Class 11 contains 52017 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 22784 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43903 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066048.000000 Penalty: 78356.250000
Iteration 199Q: 24 clusters Score -1.16066e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 128299 members 
Mstep: Class 3 contains 12498 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50746 members 
Mstep: Class 7 contains 18119 members 
Mstep: Class 8 contains 15292 members 
Mstep: Class 9 contains 267826 members 
Mstep: Class 10 contains 236717 members 
Mstep: Class 11 contains 51986 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 23940 members 
Mstep: Class 17 contains 22811 members 
Mstep: Class 18 contains 18204 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43871 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066112.000000 Penalty: 78356.250000
Iteration 200F: 24 clusters Score -1.160661e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 128373 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50710 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 15109 members 
Mstep: Class 9 contains 268098 members 
Mstep: Class 10 contains 236709 members 
Mstep: Class 11 contains 51937 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 23930 members 
Mstep: Class 17 contains 22824 members 
Mstep: Class 18 contains 18191 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43826 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066008.000000 Penalty: 78356.250000
Iteration 201Q: 24 clusters Score -1.16066e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 128462 members 
Mstep: Class 3 contains 12500 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50676 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 14923 members 
Mstep: Class 9 contains 268341 members 
Mstep: Class 10 contains 236717 members 
Mstep: Class 11 contains 51888 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 23913 members 
Mstep: Class 17 contains 22836 members 
Mstep: Class 18 contains 18180 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 43788 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066184.000000 Penalty: 78356.250000
Iteration 202Q: 24 clusters Score -1.160662e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 128560 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50660 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 14739 members 
Mstep: Class 9 contains 268563 members 
Mstep: Class 10 contains 236715 members 
Mstep: Class 11 contains 51840 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 23902 members 
Mstep: Class 17 contains 22851 members 
Mstep: Class 18 contains 18163 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5364 members 
Mstep: Class 21 contains 43761 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 24 clusters Score -1.160661e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 128628 members 
Mstep: Class 3 contains 12510 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50636 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 14566 members 
Mstep: Class 9 contains 268802 members 
Mstep: Class 10 contains 236724 members 
Mstep: Class 11 contains 51799 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 23879 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 18130 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5362 members 
Mstep: Class 21 contains 43742 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1713 members 
Entering Unmasked Estep 
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Iteration 204Q: 24 clusters Score -1.160661e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 128701 members 
Mstep: Class 3 contains 12508 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50610 members 
Mstep: Class 7 contains 18029 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 269076 members 
Mstep: Class 10 contains 236713 members 
Mstep: Class 11 contains 51764 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 23854 members 
Mstep: Class 17 contains 22879 members 
Mstep: Class 18 contains 18112 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5360 members 
Mstep: Class 21 contains 43720 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1714 members 
Entering Unmasked Estep 
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Iteration 205Q: 24 clusters Score -1.16066e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 128750 members 
Mstep: Class 3 contains 12496 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50606 members 
Mstep: Class 7 contains 18016 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 269336 members 
Mstep: Class 10 contains 236715 members 
Mstep: Class 11 contains 51731 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8539 members 
Mstep: Class 16 contains 23833 members 
Mstep: Class 17 contains 22897 members 
Mstep: Class 18 contains 18092 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5360 members 
Mstep: Class 21 contains 43683 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066080.000000 Penalty: 78356.250000
Iteration 206Q: 24 clusters Score -1.160661e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 128813 members 
Mstep: Class 3 contains 12486 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50581 members 
Mstep: Class 7 contains 17998 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 269622 members 
Mstep: Class 10 contains 236700 members 
Mstep: Class 11 contains 51697 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8515 members 
Mstep: Class 16 contains 23815 members 
Mstep: Class 17 contains 22915 members 
Mstep: Class 18 contains 18067 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5359 members 
Mstep: Class 21 contains 43636 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1717 members 
Entering Unmasked Estep 
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Iteration 207Q: 24 clusters Score -1.160661e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 128859 members 
Mstep: Class 3 contains 12480 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50567 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 13878 members 
Mstep: Class 9 contains 269886 members 
Mstep: Class 10 contains 236702 members 
Mstep: Class 11 contains 51649 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8495 members 
Mstep: Class 16 contains 23807 members 
Mstep: Class 17 contains 22927 members 
Mstep: Class 18 contains 18046 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5357 members 
Mstep: Class 21 contains 43593 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1719 members 
Entering Unmasked Estep 
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Iteration 208Q: 24 clusters Score -1.16066e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 128923 members 
Mstep: Class 3 contains 12476 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50557 members 
Mstep: Class 7 contains 17982 members 
Mstep: Class 8 contains 13714 members 
Mstep: Class 9 contains 270099 members 
Mstep: Class 10 contains 236693 members 
Mstep: Class 11 contains 51615 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8482 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 22933 members 
Mstep: Class 18 contains 18034 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5355 members 
Mstep: Class 21 contains 43561 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066192.000000 Penalty: 78356.250000
Iteration 209Q: 24 clusters Score -1.160662e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 128960 members 
Mstep: Class 3 contains 12464 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50559 members 
Mstep: Class 7 contains 17973 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 270319 members 
Mstep: Class 10 contains 236688 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 23798 members 
Mstep: Class 17 contains 22933 members 
Mstep: Class 18 contains 18033 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5353 members 
Mstep: Class 21 contains 43544 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066192.000000 Penalty: 78356.250000
Iteration 210Q: 24 clusters Score -1.160662e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 129001 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50543 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 13393 members 
Mstep: Class 9 contains 270531 members 
Mstep: Class 10 contains 236696 members 
Mstep: Class 11 contains 51550 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 23792 members 
Mstep: Class 17 contains 22942 members 
Mstep: Class 18 contains 18032 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 43519 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066304.000000 Penalty: 78356.250000
Iteration 211Q: 24 clusters Score -1.160663e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 129021 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50535 members 
Mstep: Class 7 contains 17958 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 270731 members 
Mstep: Class 10 contains 236711 members 
Mstep: Class 11 contains 51524 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 23785 members 
Mstep: Class 17 contains 22952 members 
Mstep: Class 18 contains 18024 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5347 members 
Mstep: Class 21 contains 43497 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066272.000000 Penalty: 78356.250000
Iteration 212Q: 24 clusters Score -1.160663e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 129042 members 
Mstep: Class 3 contains 12456 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50519 members 
Mstep: Class 7 contains 17946 members 
Mstep: Class 8 contains 13108 members 
Mstep: Class 9 contains 270939 members 
Mstep: Class 10 contains 236720 members 
Mstep: Class 11 contains 51500 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 23778 members 
Mstep: Class 17 contains 22976 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5346 members 
Mstep: Class 21 contains 43473 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066144.000000 Penalty: 78356.250000
Iteration 213Q: 24 clusters Score -1.160661e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 129070 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50524 members 
Mstep: Class 7 contains 17923 members 
Mstep: Class 8 contains 12970 members 
Mstep: Class 9 contains 271123 members 
Mstep: Class 10 contains 236729 members 
Mstep: Class 11 contains 51484 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 23775 members 
Mstep: Class 17 contains 23008 members 
Mstep: Class 18 contains 17981 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5345 members 
Mstep: Class 21 contains 43450 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066280.000000 Penalty: 78356.250000
Iteration 214Q: 24 clusters Score -1.160663e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 129100 members 
Mstep: Class 3 contains 12450 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50520 members 
Mstep: Class 7 contains 17898 members 
Mstep: Class 8 contains 12840 members 
Mstep: Class 9 contains 271313 members 
Mstep: Class 10 contains 236738 members 
Mstep: Class 11 contains 51473 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8359 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 23019 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5342 members 
Mstep: Class 21 contains 43425 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066336.000000 Penalty: 78356.250000
Iteration 215Q: 24 clusters Score -1.160663e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 129152 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50522 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 271479 members 
Mstep: Class 10 contains 236738 members 
Mstep: Class 11 contains 51463 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 23754 members 
Mstep: Class 17 contains 23033 members 
Mstep: Class 18 contains 17933 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5339 members 
Mstep: Class 21 contains 43397 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 24 clusters Score -1.160665e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 129204 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50528 members 
Mstep: Class 7 contains 17853 members 
Mstep: Class 8 contains 12575 members 
Mstep: Class 9 contains 271631 members 
Mstep: Class 10 contains 236755 members 
Mstep: Class 11 contains 51442 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 23736 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 17909 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5339 members 
Mstep: Class 21 contains 43390 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
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Iteration 217Q: 24 clusters Score -1.160667e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 129258 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50513 members 
Mstep: Class 7 contains 17843 members 
Mstep: Class 8 contains 12445 members 
Mstep: Class 9 contains 271805 members 
Mstep: Class 10 contains 236745 members 
Mstep: Class 11 contains 51423 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 23079 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5339 members 
Mstep: Class 21 contains 43375 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
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Iteration 218Q: 24 clusters Score -1.160667e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50502 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 12317 members 
Mstep: Class 9 contains 271945 members 
Mstep: Class 10 contains 236754 members 
Mstep: Class 11 contains 51409 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8294 members 
Mstep: Class 16 contains 23703 members 
Mstep: Class 17 contains 23112 members 
Mstep: Class 18 contains 17867 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5338 members 
Mstep: Class 21 contains 43358 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
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Iteration 219Q: 24 clusters Score -1.160667e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 129394 members 
Mstep: Class 3 contains 12425 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50493 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 12206 members 
Mstep: Class 9 contains 272083 members 
Mstep: Class 10 contains 236743 members 
Mstep: Class 11 contains 51396 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 23693 members 
Mstep: Class 17 contains 23156 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 43333 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
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Iteration 220F: 24 clusters Score -1.160667e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129481 members 
Mstep: Class 3 contains 12416 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50468 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 12097 members 
Mstep: Class 9 contains 272220 members 
Mstep: Class 10 contains 236741 members 
Mstep: Class 11 contains 51389 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 23192 members 
Mstep: Class 18 contains 17808 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 43314 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1723 members 
Entering Unmasked Estep 
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Iteration 221Q: 24 clusters Score -1.160667e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129542 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50447 members 
Mstep: Class 7 contains 17781 members 
Mstep: Class 8 contains 11974 members 
Mstep: Class 9 contains 272358 members 
Mstep: Class 10 contains 236740 members 
Mstep: Class 11 contains 51378 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 16 contains 23664 members 
Mstep: Class 17 contains 23229 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1723 members 
Entering Unmasked Estep 
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Iteration 222Q: 24 clusters Score -1.160666e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129592 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50435 members 
Mstep: Class 7 contains 17773 members 
Mstep: Class 8 contains 11858 members 
Mstep: Class 9 contains 272489 members 
Mstep: Class 10 contains 236743 members 
Mstep: Class 11 contains 51371 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 23639 members 
Mstep: Class 17 contains 23264 members 
Mstep: Class 18 contains 17780 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 43276 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066792.000000 Penalty: 78356.250000
Iteration 223Q: 24 clusters Score -1.160668e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129653 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50412 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 11775 members 
Mstep: Class 9 contains 272589 members 
Mstep: Class 10 contains 236746 members 
Mstep: Class 11 contains 51353 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 23618 members 
Mstep: Class 17 contains 23297 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5336 members 
Mstep: Class 21 contains 43264 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066912.000000 Penalty: 78356.250000
Iteration 224Q: 24 clusters Score -1.160669e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129718 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 272709 members 
Mstep: Class 10 contains 236743 members 
Mstep: Class 11 contains 51336 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 16 contains 23598 members 
Mstep: Class 17 contains 23327 members 
Mstep: Class 18 contains 17762 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 43248 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067056.000000 Penalty: 78356.250000
Iteration 225Q: 24 clusters Score -1.160671e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129804 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 17742 members 
Mstep: Class 8 contains 11597 members 
Mstep: Class 9 contains 272805 members 
Mstep: Class 10 contains 236750 members 
Mstep: Class 11 contains 51316 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 23359 members 
Mstep: Class 18 contains 17747 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 43230 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066992.000000 Penalty: 78356.250000
Iteration 226Q: 24 clusters Score -1.16067e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129878 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50341 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 11490 members 
Mstep: Class 9 contains 272912 members 
Mstep: Class 10 contains 236761 members 
Mstep: Class 11 contains 51296 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 23571 members 
Mstep: Class 17 contains 23393 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 43216 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066952.000000 Penalty: 78356.250000
Iteration 227Q: 24 clusters Score -1.16067e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 129934 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50328 members 
Mstep: Class 7 contains 17722 members 
Mstep: Class 8 contains 11403 members 
Mstep: Class 9 contains 273021 members 
Mstep: Class 10 contains 236765 members 
Mstep: Class 11 contains 51282 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8121 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 23418 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 43209 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067048.000000 Penalty: 78356.250000
Iteration 228Q: 24 clusters Score -1.16067e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 129987 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50322 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 273112 members 
Mstep: Class 10 contains 236766 members 
Mstep: Class 11 contains 51266 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 23547 members 
Mstep: Class 17 contains 23443 members 
Mstep: Class 18 contains 17685 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066896.000000 Penalty: 78356.250000
Iteration 229Q: 24 clusters Score -1.160669e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 130032 members 
Mstep: Class 3 contains 12381 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50310 members 
Mstep: Class 7 contains 17712 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 273197 members 
Mstep: Class 10 contains 236754 members 
Mstep: Class 11 contains 51248 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 23484 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5333 members 
Mstep: Class 21 contains 43184 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066960.000000 Penalty: 78356.250000
Iteration 230Q: 24 clusters Score -1.16067e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130079 members 
Mstep: Class 3 contains 12377 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50297 members 
Mstep: Class 7 contains 17704 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 273301 members 
Mstep: Class 10 contains 236759 members 
Mstep: Class 11 contains 51225 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8050 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 23515 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5332 members 
Mstep: Class 21 contains 43160 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066992.000000 Penalty: 78356.250000
Iteration 231Q: 24 clusters Score -1.16067e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130117 members 
Mstep: Class 3 contains 12375 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50294 members 
Mstep: Class 7 contains 17691 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 273386 members 
Mstep: Class 10 contains 236758 members 
Mstep: Class 11 contains 51213 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 23545 members 
Mstep: Class 17 contains 23544 members 
Mstep: Class 18 contains 17627 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5330 members 
Mstep: Class 21 contains 43145 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067096.000000 Penalty: 78356.250000
Iteration 232Q: 24 clusters Score -1.160671e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130172 members 
Mstep: Class 3 contains 12372 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50281 members 
Mstep: Class 7 contains 17688 members 
Mstep: Class 8 contains 11092 members 
Mstep: Class 9 contains 273467 members 
Mstep: Class 10 contains 236761 members 
Mstep: Class 11 contains 51198 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 23578 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5329 members 
Mstep: Class 21 contains 43128 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066952.000000 Penalty: 78356.250000
Iteration 233Q: 24 clusters Score -1.16067e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130240 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50270 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 11017 members 
Mstep: Class 9 contains 273556 members 
Mstep: Class 10 contains 236755 members 
Mstep: Class 11 contains 51175 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 23545 members 
Mstep: Class 17 contains 23600 members 
Mstep: Class 18 contains 17589 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 43114 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066744.000000 Penalty: 78356.250000
Iteration 234Q: 24 clusters Score -1.160667e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130319 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50259 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 273657 members 
Mstep: Class 10 contains 236738 members 
Mstep: Class 11 contains 51149 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 23641 members 
Mstep: Class 18 contains 17568 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066624.000000 Penalty: 78356.250000
Iteration 235Q: 24 clusters Score -1.160666e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130395 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 17674 members 
Mstep: Class 8 contains 10859 members 
Mstep: Class 9 contains 273766 members 
Mstep: Class 10 contains 236731 members 
Mstep: Class 11 contains 51131 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 23539 members 
Mstep: Class 17 contains 23677 members 
Mstep: Class 18 contains 17539 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 43083 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066704.000000 Penalty: 78356.250000
Iteration 236Q: 24 clusters Score -1.160667e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130460 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50222 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 273886 members 
Mstep: Class 10 contains 236719 members 
Mstep: Class 11 contains 51120 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 23700 members 
Mstep: Class 18 contains 17515 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 43057 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066560.000000 Penalty: 78356.250000
Iteration 237Q: 24 clusters Score -1.160666e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130543 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50205 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 274020 members 
Mstep: Class 10 contains 236704 members 
Mstep: Class 11 contains 51101 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7814 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 23726 members 
Mstep: Class 18 contains 17480 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 43035 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066696.000000 Penalty: 78356.250000
Iteration 238Q: 24 clusters Score -1.160667e+08 nChanged 495
Entering ConstructFrom: 
Score: -116066696.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1281377.125000 Penalty: 2286.705811
	Iteration 0F: 2 clusters Score -1281377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1273661.500000 Penalty: 4573.411621
	Iteration 0F: 3 clusters Score -1273662 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1275826.125000 Penalty: 4573.411621
	Iteration 1F: 3 clusters Score -1275826 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1276119.000000 Penalty: 4573.411621
	Iteration 2F: 3 clusters Score -1276119 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1276367.375000 Penalty: 4573.411621
	Iteration 3Q: 3 clusters Score -1276367 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1276625.750000 Penalty: 4573.411621
	Iteration 4Q: 3 clusters Score -1276626 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1276913.375000 Penalty: 4573.411621
	Iteration 5Q: 3 clusters Score -1276913 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1277222.000000 Penalty: 4573.411621
	Iteration 6Q: 3 clusters Score -1277222 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1277565.000000 Penalty: 4573.411621
	Iteration 7Q: 3 clusters Score -1277565 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1277910.000000 Penalty: 4573.411621
	Iteration 8F: 3 clusters Score -1277910 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1278299.125000 Penalty: 4573.411621
	Iteration 9F: 3 clusters Score -1278299 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1278714.000000 Penalty: 4573.411621
	Iteration 10F: 3 clusters Score -1278714 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1279130.875000 Penalty: 4573.411621
	Iteration 11F: 3 clusters Score -1279131 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1279448.250000 Penalty: 4573.411621
	Iteration 12Q: 3 clusters Score -1279448 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1279671.750000 Penalty: 4573.411621
	Iteration 13Q: 3 clusters Score -1279672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1279803.375000 Penalty: 4573.411621
	Iteration 14Q: 3 clusters Score -1279803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1279895.500000 Penalty: 4573.411621
	Iteration 15Q: 3 clusters Score -1279896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1279957.625000 Penalty: 4573.411621
	Iteration 16Q: 3 clusters Score -1279958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1279987.750000 Penalty: 4573.411621
	Iteration 17Q: 3 clusters Score -1279988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1280009.625000 Penalty: 4573.411621
	Iteration 18Q: 3 clusters Score -1280010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1280022.875000 Penalty: 4573.411621
	Iteration 19Q: 3 clusters Score -1280023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1280035.375000 Penalty: 4573.411621
	Iteration 20F: 3 clusters Score -1280035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1280036.750000 Penalty: 4573.411621
	Iteration 21Q: 3 clusters Score -1280037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1280046.250000 Penalty: 4573.411621
	Iteration 22Q: 3 clusters Score -1280046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1280052.375000 Penalty: 4573.411621
	Iteration 23Q: 3 clusters Score -1280052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1280055.500000 Penalty: 4573.411621
	Iteration 24Q: 3 clusters Score -1280056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1280057.875000 Penalty: 4573.411621
	Iteration 25Q: 3 clusters Score -1280058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1280058.500000 Penalty: 4573.411621
	Iteration 26Q: 3 clusters Score -1280058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1280061.875000 Penalty: 4573.411621
	Iteration 27Q: 3 clusters Score -1280062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1280062.000000 Penalty: 4573.411621
	Iteration 28Q: 3 clusters Score -1280062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1280061.500000 Penalty: 4573.411621
	Iteration 29Q: 3 clusters Score -1280062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1280062.250000 Penalty: 4573.411621
	Iteration 30Q: 3 clusters Score -1280062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1280063.000000 Penalty: 4573.411621
	Iteration 31Q: 3 clusters Score -1280063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1280063.000000 Penalty: 4573.411621
	Iteration 32F: 3 clusters Score -1280063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Entering Unmasked Estep 
Score: -16745968.000000 Penalty: 2921.428955
	Iteration 0F: 2 clusters Score -1.674597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -16658982.000000 Penalty: 5842.857910
	Iteration 0F: 3 clusters Score -1.665898e+07 nChanged 62222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -16695044.000000 Penalty: 5842.857910
	Iteration 1F: 3 clusters Score -1.669504e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -16695797.000000 Penalty: 5842.857910
	Iteration 2Q: 3 clusters Score -1.66958e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -16696594.000000 Penalty: 5842.857910
	Iteration 3Q: 3 clusters Score -1.669659e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -16697864.000000 Penalty: 5842.857910
	Iteration 4Q: 3 clusters Score -1.669786e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -16699448.000000 Penalty: 5842.857910
	Iteration 5Q: 3 clusters Score -1.669945e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -16701978.000000 Penalty: 5842.857910
	Iteration 6Q: 3 clusters Score -1.670198e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -16706115.000000 Penalty: 5842.857910
	Iteration 7F: 3 clusters Score -1.670612e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -16712914.000000 Penalty: 5842.857910
	Iteration 8F: 3 clusters Score -1.671291e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -16721575.000000 Penalty: 5842.857910
	Iteration 9F: 3 clusters Score -1.672158e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -16729811.000000 Penalty: 5842.857910
	Iteration 10F: 3 clusters Score -1.672981e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -16735732.000000 Penalty: 5842.857910
	Iteration 11Q: 3 clusters Score -1.673573e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -16739146.000000 Penalty: 5842.857910
	Iteration 12Q: 3 clusters Score -1.673915e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -16740962.000000 Penalty: 5842.857910
	Iteration 13Q: 3 clusters Score -1.674096e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -16741748.000000 Penalty: 5842.857910
	Iteration 14Q: 3 clusters Score -1.674175e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -16742303.000000 Penalty: 5842.857910
	Iteration 15Q: 3 clusters Score -1.67423e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124237 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -16742667.000000 Penalty: 5842.857910
	Iteration 16Q: 3 clusters Score -1.674267e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124850 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -16742946.000000 Penalty: 5842.857910
	Iteration 17Q: 3 clusters Score -1.674295e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125378 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -16743127.000000 Penalty: 5842.857910
	Iteration 18Q: 3 clusters Score -1.674313e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -16743275.000000 Penalty: 5842.857910
	Iteration 19Q: 3 clusters Score -1.674328e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126191 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -16743429.000000 Penalty: 5842.857910
	Iteration 20F: 3 clusters Score -1.674343e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126462 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -16743451.000000 Penalty: 5842.857910
	Iteration 21Q: 3 clusters Score -1.674345e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -16743512.000000 Penalty: 5842.857910
	Iteration 22Q: 3 clusters Score -1.674351e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -16743558.000000 Penalty: 5842.857910
	Iteration 23Q: 3 clusters Score -1.674356e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -16743596.000000 Penalty: 5842.857910
	Iteration 24Q: 3 clusters Score -1.67436e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -16743588.000000 Penalty: 5842.857910
	Iteration 25Q: 3 clusters Score -1.674359e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127329 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16743659.000000 Penalty: 5842.857910
	Iteration 26Q: 3 clusters Score -1.674366e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127458 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16743650.000000 Penalty: 5842.857910
	Iteration 27Q: 3 clusters Score -1.674365e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -16743687.000000 Penalty: 5842.857910
	Iteration 28Q: 3 clusters Score -1.674369e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -16743725.000000 Penalty: 5842.857910
	Iteration 29Q: 3 clusters Score -1.674372e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127734 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -16743729.000000 Penalty: 5842.857910
	Iteration 30Q: 3 clusters Score -1.674373e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -16743786.000000 Penalty: 5842.857910
	Iteration 31Q: 3 clusters Score -1.674379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -16743799.000000 Penalty: 5842.857910
	Iteration 32Q: 3 clusters Score -1.67438e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -16743808.000000 Penalty: 5842.857910
	Iteration 33Q: 3 clusters Score -1.674381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -16743789.000000 Penalty: 5842.857910
	Iteration 34Q: 3 clusters Score -1.674379e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128119 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16743808.000000 Penalty: 5842.857910
	Iteration 35Q: 3 clusters Score -1.674381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -16743825.000000 Penalty: 5842.857910
	Iteration 36Q: 3 clusters Score -1.674382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128219 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -16743840.000000 Penalty: 5842.857910
	Iteration 37Q: 3 clusters Score -1.674384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -16743856.000000 Penalty: 5842.857910
	Iteration 38Q: 3 clusters Score -1.674386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -16743869.000000 Penalty: 5842.857910
	Iteration 39Q: 3 clusters Score -1.674387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -16743864.000000 Penalty: 5842.857910
	Iteration 40F: 3 clusters Score -1.674386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16743879.000000 Penalty: 5842.857910
	Iteration 41Q: 3 clusters Score -1.674388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -16743880.000000 Penalty: 5842.857910
	Iteration 42Q: 3 clusters Score -1.674388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -16743907.000000 Penalty: 5842.857910
	Iteration 43Q: 3 clusters Score -1.674391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16743918.000000 Penalty: 5842.857910
	Iteration 44Q: 3 clusters Score -1.674392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16743950.000000 Penalty: 5842.857910
	Iteration 45Q: 3 clusters Score -1.674395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16743958.000000 Penalty: 5842.857910
	Iteration 46Q: 3 clusters Score -1.674396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16743974.000000 Penalty: 5842.857910
	Iteration 47Q: 3 clusters Score -1.674397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -16743988.000000 Penalty: 5842.857910
	Iteration 48Q: 3 clusters Score -1.674399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -16743977.000000 Penalty: 5842.857910
	Iteration 49Q: 3 clusters Score -1.674398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -16743956.000000 Penalty: 5842.857910
	Iteration 50Q: 3 clusters Score -1.674396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16743964.000000 Penalty: 5842.857910
	Iteration 51Q: 3 clusters Score -1.674396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16743974.000000 Penalty: 5842.857910
	Iteration 52Q: 3 clusters Score -1.674397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -16743983.000000 Penalty: 5842.857910
	Iteration 53Q: 3 clusters Score -1.674398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16743963.000000 Penalty: 5842.857910
	Iteration 54Q: 3 clusters Score -1.674396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128553 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16743967.000000 Penalty: 5842.857910
	Iteration 55Q: 3 clusters Score -1.674397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -16743980.000000 Penalty: 5842.857910
	Iteration 56Q: 3 clusters Score -1.674398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16743982.000000 Penalty: 5842.857910
	Iteration 57Q: 3 clusters Score -1.674398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -16743987.000000 Penalty: 5842.857910
	Iteration 58Q: 3 clusters Score -1.674399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -16743990.000000 Penalty: 5842.857910
	Iteration 59Q: 3 clusters Score -1.674399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -16743986.000000 Penalty: 5842.857910
	Iteration 60F: 3 clusters Score -1.674399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -16743988.000000 Penalty: 5842.857910
	Iteration 61Q: 3 clusters Score -1.674399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128619 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -16743979.000000 Penalty: 5842.857910
	Iteration 62Q: 3 clusters Score -1.674398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -16744010.000000 Penalty: 5842.857910
	Iteration 63Q: 3 clusters Score -1.674401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128645 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16744006.000000 Penalty: 5842.857910
	Iteration 64Q: 3 clusters Score -1.674401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -16743980.000000 Penalty: 5842.857910
	Iteration 65Q: 3 clusters Score -1.674398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16743992.000000 Penalty: 5842.857910
	Iteration 66Q: 3 clusters Score -1.674399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16743979.000000 Penalty: 5842.857910
	Iteration 67Q: 3 clusters Score -1.674398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16743978.000000 Penalty: 5842.857910
	Iteration 68Q: 3 clusters Score -1.674398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16743971.000000 Penalty: 5842.857910
	Iteration 69Q: 3 clusters Score -1.674397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16743971.000000 Penalty: 5842.857910
	Iteration 70F: 3 clusters Score -1.674397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -1494290.625000 Penalty: 2336.750732
	Iteration 0F: 2 clusters Score -1494291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1485090.375000 Penalty: 4673.501465
	Iteration 0F: 3 clusters Score -1485090 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1487936.000000 Penalty: 4673.501465
	Iteration 1F: 3 clusters Score -1487936 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1488278.500000 Penalty: 4673.501465
	Iteration 2F: 3 clusters Score -1488278 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1488546.250000 Penalty: 4673.501465
	Iteration 3Q: 3 clusters Score -1488546 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1488786.250000 Penalty: 4673.501465
	Iteration 4Q: 3 clusters Score -1488786 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1488970.625000 Penalty: 4673.501465
	Iteration 5Q: 3 clusters Score -1488971 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1489121.875000 Penalty: 4673.501465
	Iteration 6Q: 3 clusters Score -1489122 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1489283.125000 Penalty: 4673.501465
	Iteration 7Q: 3 clusters Score -1489283 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1489427.875000 Penalty: 4673.501465
	Iteration 8Q: 3 clusters Score -1489428 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1489600.125000 Penalty: 4673.501465
	Iteration 9Q: 3 clusters Score -1489600 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1489789.250000 Penalty: 4673.501465
	Iteration 10Q: 3 clusters Score -1489789 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1489994.875000 Penalty: 4673.501465
	Iteration 11Q: 3 clusters Score -1489995 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1490212.625000 Penalty: 4673.501465
	Iteration 12Q: 3 clusters Score -1490213 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1490409.250000 Penalty: 4673.501465
	Iteration 13Q: 3 clusters Score -1490409 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1490587.750000 Penalty: 4673.501465
	Iteration 14Q: 3 clusters Score -1490588 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1490758.875000 Penalty: 4673.501465
	Iteration 15Q: 3 clusters Score -1490759 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1490911.250000 Penalty: 4673.501465
	Iteration 16Q: 3 clusters Score -1490911 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1491056.500000 Penalty: 4673.501465
	Iteration 17Q: 3 clusters Score -1491056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1491201.500000 Penalty: 4673.501465
	Iteration 18Q: 3 clusters Score -1491202 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1491332.625000 Penalty: 4673.501465
	Iteration 19Q: 3 clusters Score -1491333 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1491425.375000 Penalty: 4673.501465
	Iteration 20F: 3 clusters Score -1491425 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1491484.625000 Penalty: 4673.501465
	Iteration 21Q: 3 clusters Score -1491485 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1491525.000000 Penalty: 4673.501465
	Iteration 22Q: 3 clusters Score -1491525 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1491554.375000 Penalty: 4673.501465
	Iteration 23Q: 3 clusters Score -1491554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1491577.125000 Penalty: 4673.501465
	Iteration 24Q: 3 clusters Score -1491577 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1491595.625000 Penalty: 4673.501465
	Iteration 25Q: 3 clusters Score -1491596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1491618.625000 Penalty: 4673.501465
	Iteration 26Q: 3 clusters Score -1491619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1491634.750000 Penalty: 4673.501465
	Iteration 27Q: 3 clusters Score -1491635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1491655.250000 Penalty: 4673.501465
	Iteration 28Q: 3 clusters Score -1491655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1491677.500000 Penalty: 4673.501465
	Iteration 29Q: 3 clusters Score -1491678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1491681.500000 Penalty: 4673.501465
	Iteration 30Q: 3 clusters Score -1491682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1491692.875000 Penalty: 4673.501465
	Iteration 31Q: 3 clusters Score -1491693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1491699.875000 Penalty: 4673.501465
	Iteration 32Q: 3 clusters Score -1491700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1491707.500000 Penalty: 4673.501465
	Iteration 33Q: 3 clusters Score -1491708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1491707.500000 Penalty: 4673.501465
	Iteration 34Q: 3 clusters Score -1491708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1491716.875000 Penalty: 4673.501465
	Iteration 35Q: 3 clusters Score -1491717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1491719.000000 Penalty: 4673.501465
	Iteration 36Q: 3 clusters Score -1491719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1491722.750000 Penalty: 4673.501465
	Iteration 37Q: 3 clusters Score -1491723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1491720.375000 Penalty: 4673.501465
	Iteration 38Q: 3 clusters Score -1491720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1491725.750000 Penalty: 4673.501465
	Iteration 39Q: 3 clusters Score -1491726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1491731.000000 Penalty: 4673.501465
	Iteration 40F: 3 clusters Score -1491731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1491735.000000 Penalty: 4673.501465
	Iteration 41Q: 3 clusters Score -1491735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1491739.500000 Penalty: 4673.501465
	Iteration 42Q: 3 clusters Score -1491740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1491737.500000 Penalty: 4673.501465
	Iteration 43Q: 3 clusters Score -1491738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1491743.500000 Penalty: 4673.501465
	Iteration 44Q: 3 clusters Score -1491744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1491742.000000 Penalty: 4673.501465
	Iteration 45Q: 3 clusters Score -1491742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1491751.625000 Penalty: 4673.501465
	Iteration 46Q: 3 clusters Score -1491752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1491754.000000 Penalty: 4673.501465
	Iteration 47Q: 3 clusters Score -1491754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1491751.250000 Penalty: 4673.501465
	Iteration 48Q: 3 clusters Score -1491751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1491755.375000 Penalty: 4673.501465
	Iteration 49Q: 3 clusters Score -1491755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1491753.875000 Penalty: 4673.501465
	Iteration 50Q: 3 clusters Score -1491754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1491758.375000 Penalty: 4673.501465
	Iteration 51Q: 3 clusters Score -1491758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1491764.625000 Penalty: 4673.501465
	Iteration 52Q: 3 clusters Score -1491765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1491764.875000 Penalty: 4673.501465
	Iteration 53Q: 3 clusters Score -1491765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1491770.500000 Penalty: 4673.501465
	Iteration 54Q: 3 clusters Score -1491770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1491771.125000 Penalty: 4673.501465
	Iteration 55Q: 3 clusters Score -1491771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1491776.375000 Penalty: 4673.501465
	Iteration 56Q: 3 clusters Score -1491776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1491783.750000 Penalty: 4673.501465
	Iteration 57Q: 3 clusters Score -1491784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1491787.000000 Penalty: 4673.501465
	Iteration 58Q: 3 clusters Score -1491787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1491788.000000 Penalty: 4673.501465
	Iteration 59Q: 3 clusters Score -1491788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1491789.750000 Penalty: 4673.501465
	Iteration 60F: 3 clusters Score -1491790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1491794.125000 Penalty: 4673.501465
	Iteration 61Q: 3 clusters Score -1491794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1491793.875000 Penalty: 4673.501465
	Iteration 62Q: 3 clusters Score -1491794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1491794.000000 Penalty: 4673.501465
	Iteration 63Q: 3 clusters Score -1491794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1491796.375000 Penalty: 4673.501465
	Iteration 64Q: 3 clusters Score -1491796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1491799.000000 Penalty: 4673.501465
	Iteration 65Q: 3 clusters Score -1491799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1491806.125000 Penalty: 4673.501465
	Iteration 66Q: 3 clusters Score -1491806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1491802.375000 Penalty: 4673.501465
	Iteration 67Q: 3 clusters Score -1491802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1491805.875000 Penalty: 4673.501465
	Iteration 68Q: 3 clusters Score -1491806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1491809.500000 Penalty: 4673.501465
	Iteration 69Q: 3 clusters Score -1491810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1491809.125000 Penalty: 4673.501465
	Iteration 70Q: 3 clusters Score -1491809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1491811.500000 Penalty: 4673.501465
	Iteration 71Q: 3 clusters Score -1491812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1491815.125000 Penalty: 4673.501465
	Iteration 72Q: 3 clusters Score -1491815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1491816.375000 Penalty: 4673.501465
	Iteration 73Q: 3 clusters Score -1491816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1491815.375000 Penalty: 4673.501465
	Iteration 74Q: 3 clusters Score -1491815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1491816.125000 Penalty: 4673.501465
	Iteration 75Q: 3 clusters Score -1491816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1491821.375000 Penalty: 4673.501465
	Iteration 76Q: 3 clusters Score -1491821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1491822.750000 Penalty: 4673.501465
	Iteration 77Q: 3 clusters Score -1491823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1491822.000000 Penalty: 4673.501465
	Iteration 78Q: 3 clusters Score -1491822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1491824.375000 Penalty: 4673.501465
	Iteration 79Q: 3 clusters Score -1491824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1491820.250000 Penalty: 4673.501465
	Iteration 80F: 3 clusters Score -1491820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1491825.250000 Penalty: 4673.501465
	Iteration 81Q: 3 clusters Score -1491825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1491824.250000 Penalty: 4673.501465
	Iteration 82Q: 3 clusters Score -1491824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1491824.875000 Penalty: 4673.501465
	Iteration 83Q: 3 clusters Score -1491825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1491827.250000 Penalty: 4673.501465
	Iteration 84Q: 3 clusters Score -1491827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1491825.875000 Penalty: 4673.501465
	Iteration 85Q: 3 clusters Score -1491826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1491826.625000 Penalty: 4673.501465
	Iteration 86Q: 3 clusters Score -1491827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1491827.000000 Penalty: 4673.501465
	Iteration 87Q: 3 clusters Score -1491827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1491829.250000 Penalty: 4673.501465
	Iteration 88Q: 3 clusters Score -1491829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1491830.250000 Penalty: 4673.501465
	Iteration 89Q: 3 clusters Score -1491830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1491830.375000 Penalty: 4673.501465
	Iteration 90Q: 3 clusters Score -1491830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1491831.500000 Penalty: 4673.501465
	Iteration 91Q: 3 clusters Score -1491832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1491834.500000 Penalty: 4673.501465
	Iteration 92Q: 3 clusters Score -1491834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1491834.250000 Penalty: 4673.501465
	Iteration 93Q: 3 clusters Score -1491834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1491838.750000 Penalty: 4673.501465
	Iteration 94Q: 3 clusters Score -1491839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1491839.750000 Penalty: 4673.501465
	Iteration 95Q: 3 clusters Score -1491840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1491840.750000 Penalty: 4673.501465
	Iteration 96Q: 3 clusters Score -1491841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1491838.375000 Penalty: 4673.501465
	Iteration 97Q: 3 clusters Score -1491838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1491838.750000 Penalty: 4673.501465
	Iteration 98Q: 3 clusters Score -1491839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1491843.500000 Penalty: 4673.501465
	Iteration 99Q: 3 clusters Score -1491844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1491841.500000 Penalty: 4673.501465
	Iteration 100F: 3 clusters Score -1491842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1491845.125000 Penalty: 4673.501465
	Iteration 101Q: 3 clusters Score -1491845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1491845.250000 Penalty: 4673.501465
	Iteration 102Q: 3 clusters Score -1491845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1491841.750000 Penalty: 4673.501465
	Iteration 103Q: 3 clusters Score -1491842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1491841.875000 Penalty: 4673.501465
	Iteration 104Q: 3 clusters Score -1491842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1491841.875000 Penalty: 4673.501465
	Iteration 105F: 3 clusters Score -1491842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -278181.781250 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -278181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -275386.406250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -275386.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -275922.375000 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -275922.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -276066.468750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -276066.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -276139.750000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -276139.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -276186.531250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -276186.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -276225.281250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -276225.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -276248.718750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -276248.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -276267.468750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -276267.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -276280.218750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -276280.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -276287.093750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -276287.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -276293.343750 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -276293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -276296.375000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -276296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -276302.875000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -276302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276307.406250 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -276307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -276312.875000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -276312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -276323.625000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -276323.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -276335.500000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -276335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -276341.062500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -276341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -276342.531250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -276342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -276344.031250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -276344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -276346.125000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -276346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -276347.812500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -276347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -276349.187500 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -276349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -276350.312500 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -276350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -276351.375000 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -276351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -276352.593750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -276352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -276356.531250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -276356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -276362.406250 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -276362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -276367.437500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -276367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -276374.156250 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -276374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -276378.562500 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -276378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -276383.625000 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -276383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -276387.718750 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -276387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -276393.500000 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -276393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -276402.093750 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -276402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -276413.906250 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -276413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -276430.125000 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -276430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -276446.875000 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -276446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -276463.156250 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -276463.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -276474.750000 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -276474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -276487.500000 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -276487.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -276499.375000 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -276499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -276505.593750 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -276505.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -276515.093750 Penalty: 3838.722168
	Iteration 43Q: 3 clusters Score -276515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -276522.343750 Penalty: 3838.722168
	Iteration 44Q: 3 clusters Score -276522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -276525.750000 Penalty: 3838.722168
	Iteration 45Q: 3 clusters Score -276525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -276531.187500 Penalty: 3838.722168
	Iteration 46Q: 3 clusters Score -276531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -276537.062500 Penalty: 3838.722168
	Iteration 47Q: 3 clusters Score -276537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -276544.812500 Penalty: 3838.722168
	Iteration 48Q: 3 clusters Score -276544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -276562.562500 Penalty: 3838.722168
	Iteration 49Q: 3 clusters Score -276562.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -276579.281250 Penalty: 3838.722168
	Iteration 50Q: 3 clusters Score -276579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -276586.687500 Penalty: 3838.722168
	Iteration 51Q: 3 clusters Score -276586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -276594.468750 Penalty: 3838.722168
	Iteration 52Q: 3 clusters Score -276594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -276600.968750 Penalty: 3838.722168
	Iteration 53Q: 3 clusters Score -276601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -276610.218750 Penalty: 3838.722168
	Iteration 54Q: 3 clusters Score -276610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -276619.843750 Penalty: 3838.722168
	Iteration 55Q: 3 clusters Score -276619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -276625.781250 Penalty: 3838.722168
	Iteration 56Q: 3 clusters Score -276625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -276630.250000 Penalty: 3838.722168
	Iteration 57Q: 3 clusters Score -276630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -276633.906250 Penalty: 3838.722168
	Iteration 58Q: 3 clusters Score -276633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -276636.468750 Penalty: 3838.722168
	Iteration 59Q: 3 clusters Score -276636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -276642.562500 Penalty: 3838.722168
	Iteration 60F: 3 clusters Score -276642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -276653.062500 Penalty: 3838.722168
	Iteration 61Q: 3 clusters Score -276653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -276660.093750 Penalty: 3838.722168
	Iteration 62Q: 3 clusters Score -276660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -276664.250000 Penalty: 3838.722168
	Iteration 63Q: 3 clusters Score -276664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -276668.031250 Penalty: 3838.722168
	Iteration 64Q: 3 clusters Score -276668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -276670.875000 Penalty: 3838.722168
	Iteration 65Q: 3 clusters Score -276670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -276671.468750 Penalty: 3838.722168
	Iteration 66Q: 3 clusters Score -276671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -276671.468750 Penalty: 3838.722168
	Iteration 67F: 3 clusters Score -276671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -52745.601562 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -52745.6 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 242 members 
Entering Unmasked Estep 
Score: -51342.546875 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -51342.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51610.421875 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -51610.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51756.972656 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -51756.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51953.484375 Penalty: 3054.911377
	Iteration 3F: 3 clusters Score -51953.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52170.703125 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -52170.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52219.832031 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -52219.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52245.378906 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -52245.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52306.628906 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -52306.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52399.074219 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -52399.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52492.816406 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -52492.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52706.527344 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -52706.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52851.339844 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -52851.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52909.695312 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -52909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52913.738281 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -52913.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52913.738281 Penalty: 3054.911377
	Iteration 14F: 3 clusters Score -52913.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130608 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 50190 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 10617 members 
Mstep: Class 9 contains 274147 members 
Mstep: Class 10 contains 236700 members 
Mstep: Class 11 contains 51085 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7788 members 
Mstep: Class 16 contains 23533 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 43002 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1725 members 
Mstep: Class 24 contains 350 members 
Entering Unmasked Estep 
Score: -116065032.000000 Penalty: 81763.039062
Splitting cluster 5 changes total score from -116066696.000000 to -116065032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Entering Unmasked Estep 
Score: -6474613.500000 Penalty: 2684.245605
	Iteration 0F: 2 clusters Score -6474614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -6440612.500000 Penalty: 5368.491211
	Iteration 0F: 3 clusters Score -6440612 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6453631.500000 Penalty: 5368.491211
	Iteration 1F: 3 clusters Score -6453632 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6454079.500000 Penalty: 5368.491211
	Iteration 2Q: 3 clusters Score -6454080 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -6454682.000000 Penalty: 5368.491211
	Iteration 3Q: 3 clusters Score -6454682 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -6455386.500000 Penalty: 5368.491211
	Iteration 4Q: 3 clusters Score -6455386 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6456431.500000 Penalty: 5368.491211
	Iteration 5Q: 3 clusters Score -6456432 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6457921.500000 Penalty: 5368.491211
	Iteration 6F: 3 clusters Score -6457922 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -6459984.500000 Penalty: 5368.491211
	Iteration 7F: 3 clusters Score -6459984 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6462575.000000 Penalty: 5368.491211
	Iteration 8F: 3 clusters Score -6462575 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6465109.000000 Penalty: 5368.491211
	Iteration 9F: 3 clusters Score -6465109 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -6466788.000000 Penalty: 5368.491211
	Iteration 10Q: 3 clusters Score -6466788 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -6467820.000000 Penalty: 5368.491211
	Iteration 11Q: 3 clusters Score -6467820 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -6468404.500000 Penalty: 5368.491211
	Iteration 12Q: 3 clusters Score -6468404 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -6468848.000000 Penalty: 5368.491211
	Iteration 13Q: 3 clusters Score -6468848 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -6469174.500000 Penalty: 5368.491211
	Iteration 14Q: 3 clusters Score -6469174 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -6469481.500000 Penalty: 5368.491211
	Iteration 15Q: 3 clusters Score -6469482 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -6469778.000000 Penalty: 5368.491211
	Iteration 16Q: 3 clusters Score -6469778 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6470029.000000 Penalty: 5368.491211
	Iteration 17Q: 3 clusters Score -6470029 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -6470241.500000 Penalty: 5368.491211
	Iteration 18Q: 3 clusters Score -6470242 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6470400.000000 Penalty: 5368.491211
	Iteration 19Q: 3 clusters Score -6470400 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6470580.000000 Penalty: 5368.491211
	Iteration 20F: 3 clusters Score -6470580 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6470735.000000 Penalty: 5368.491211
	Iteration 21Q: 3 clusters Score -6470735 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6470904.500000 Penalty: 5368.491211
	Iteration 22Q: 3 clusters Score -6470904 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -6470997.000000 Penalty: 5368.491211
	Iteration 23Q: 3 clusters Score -6470997 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6471096.500000 Penalty: 5368.491211
	Iteration 24Q: 3 clusters Score -6471096 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6471195.500000 Penalty: 5368.491211
	Iteration 25Q: 3 clusters Score -6471196 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6471368.500000 Penalty: 5368.491211
	Iteration 26Q: 3 clusters Score -6471368 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6471456.500000 Penalty: 5368.491211
	Iteration 27Q: 3 clusters Score -6471456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6471572.000000 Penalty: 5368.491211
	Iteration 28Q: 3 clusters Score -6471572 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6471653.500000 Penalty: 5368.491211
	Iteration 29Q: 3 clusters Score -6471654 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6471758.500000 Penalty: 5368.491211
	Iteration 30Q: 3 clusters Score -6471758 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6471834.500000 Penalty: 5368.491211
	Iteration 31Q: 3 clusters Score -6471834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6471890.000000 Penalty: 5368.491211
	Iteration 32Q: 3 clusters Score -6471890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6471945.000000 Penalty: 5368.491211
	Iteration 33Q: 3 clusters Score -6471945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6471984.500000 Penalty: 5368.491211
	Iteration 34Q: 3 clusters Score -6471984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6472009.500000 Penalty: 5368.491211
	Iteration 35Q: 3 clusters Score -6472010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6472070.500000 Penalty: 5368.491211
	Iteration 36Q: 3 clusters Score -6472070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6472096.000000 Penalty: 5368.491211
	Iteration 37Q: 3 clusters Score -6472096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6472125.000000 Penalty: 5368.491211
	Iteration 38Q: 3 clusters Score -6472125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6472165.500000 Penalty: 5368.491211
	Iteration 39Q: 3 clusters Score -6472166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6472205.000000 Penalty: 5368.491211
	Iteration 40F: 3 clusters Score -6472205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6472236.500000 Penalty: 5368.491211
	Iteration 41Q: 3 clusters Score -6472236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6472251.000000 Penalty: 5368.491211
	Iteration 42Q: 3 clusters Score -6472251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6472270.500000 Penalty: 5368.491211
	Iteration 43Q: 3 clusters Score -6472270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6472297.500000 Penalty: 5368.491211
	Iteration 44Q: 3 clusters Score -6472298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6472316.000000 Penalty: 5368.491211
	Iteration 45Q: 3 clusters Score -6472316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6472360.500000 Penalty: 5368.491211
	Iteration 46Q: 3 clusters Score -6472360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6472374.000000 Penalty: 5368.491211
	Iteration 47Q: 3 clusters Score -6472374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6472384.500000 Penalty: 5368.491211
	Iteration 48Q: 3 clusters Score -6472384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6472399.500000 Penalty: 5368.491211
	Iteration 49Q: 3 clusters Score -6472400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6472410.500000 Penalty: 5368.491211
	Iteration 50Q: 3 clusters Score -6472410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6472419.000000 Penalty: 5368.491211
	Iteration 51Q: 3 clusters Score -6472419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6472418.500000 Penalty: 5368.491211
	Iteration 52Q: 3 clusters Score -6472418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6472413.500000 Penalty: 5368.491211
	Iteration 53Q: 3 clusters Score -6472414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6472418.000000 Penalty: 5368.491211
	Iteration 54Q: 3 clusters Score -6472418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6472412.000000 Penalty: 5368.491211
	Iteration 55Q: 3 clusters Score -6472412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6472418.500000 Penalty: 5368.491211
	Iteration 56Q: 3 clusters Score -6472418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6472423.000000 Penalty: 5368.491211
	Iteration 57Q: 3 clusters Score -6472423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6472425.500000 Penalty: 5368.491211
	Iteration 58Q: 3 clusters Score -6472426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6472437.000000 Penalty: 5368.491211
	Iteration 59Q: 3 clusters Score -6472437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6472444.000000 Penalty: 5368.491211
	Iteration 60F: 3 clusters Score -6472444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6472439.500000 Penalty: 5368.491211
	Iteration 61Q: 3 clusters Score -6472440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6472437.000000 Penalty: 5368.491211
	Iteration 62Q: 3 clusters Score -6472437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6472434.000000 Penalty: 5368.491211
	Iteration 63Q: 3 clusters Score -6472434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6472435.500000 Penalty: 5368.491211
	Iteration 64Q: 3 clusters Score -6472436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6472438.500000 Penalty: 5368.491211
	Iteration 65Q: 3 clusters Score -6472438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6472438.500000 Penalty: 5368.491211
	Iteration 66F: 3 clusters Score -6472438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Entering Unmasked Estep 
Score: -2279670.250000 Penalty: 2424.897217
	Iteration 0F: 2 clusters Score -2279670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2267162.500000 Penalty: 4849.794434
	Iteration 0F: 3 clusters Score -2267162 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2271399.250000 Penalty: 4849.794434
	Iteration 1F: 3 clusters Score -2271399 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2271922.000000 Penalty: 4849.794434
	Iteration 2F: 3 clusters Score -2271922 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2272462.500000 Penalty: 4849.794434
	Iteration 3F: 3 clusters Score -2272462 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2273073.250000 Penalty: 4849.794434
	Iteration 4F: 3 clusters Score -2273073 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2273808.500000 Penalty: 4849.794434
	Iteration 5F: 3 clusters Score -2273808 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2274749.250000 Penalty: 4849.794434
	Iteration 6F: 3 clusters Score -2274749 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2275871.000000 Penalty: 4849.794434
	Iteration 7F: 3 clusters Score -2275871 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2276871.000000 Penalty: 4849.794434
	Iteration 8F: 3 clusters Score -2276871 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2277612.750000 Penalty: 4849.794434
	Iteration 9Q: 3 clusters Score -2277613 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2278105.000000 Penalty: 4849.794434
	Iteration 10Q: 3 clusters Score -2278105 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2278446.750000 Penalty: 4849.794434
	Iteration 11Q: 3 clusters Score -2278447 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2278646.250000 Penalty: 4849.794434
	Iteration 12Q: 3 clusters Score -2278646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2278800.500000 Penalty: 4849.794434
	Iteration 13Q: 3 clusters Score -2278800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2278899.500000 Penalty: 4849.794434
	Iteration 14Q: 3 clusters Score -2278900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2278972.250000 Penalty: 4849.794434
	Iteration 15Q: 3 clusters Score -2278972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2279009.500000 Penalty: 4849.794434
	Iteration 16Q: 3 clusters Score -2279010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2279030.750000 Penalty: 4849.794434
	Iteration 17Q: 3 clusters Score -2279031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2279041.000000 Penalty: 4849.794434
	Iteration 18Q: 3 clusters Score -2279041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2279054.750000 Penalty: 4849.794434
	Iteration 19Q: 3 clusters Score -2279055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2279054.500000 Penalty: 4849.794434
	Iteration 20F: 3 clusters Score -2279054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2279060.250000 Penalty: 4849.794434
	Iteration 21Q: 3 clusters Score -2279060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2279057.000000 Penalty: 4849.794434
	Iteration 22Q: 3 clusters Score -2279057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2279059.750000 Penalty: 4849.794434
	Iteration 23Q: 3 clusters Score -2279060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2279064.750000 Penalty: 4849.794434
	Iteration 24Q: 3 clusters Score -2279065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2279064.750000 Penalty: 4849.794434
	Iteration 25Q: 3 clusters Score -2279065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2279070.500000 Penalty: 4849.794434
	Iteration 26Q: 3 clusters Score -2279070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2279073.000000 Penalty: 4849.794434
	Iteration 27Q: 3 clusters Score -2279073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2279074.000000 Penalty: 4849.794434
	Iteration 28Q: 3 clusters Score -2279074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2279077.000000 Penalty: 4849.794434
	Iteration 29Q: 3 clusters Score -2279077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2279077.750000 Penalty: 4849.794434
	Iteration 30Q: 3 clusters Score -2279078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2279076.000000 Penalty: 4849.794434
	Iteration 31Q: 3 clusters Score -2279076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2279076.000000 Penalty: 4849.794434
	Iteration 32F: 3 clusters Score -2279076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Entering Unmasked Estep 
Score: -1360079.875000 Penalty: 2299.012695
	Iteration 0F: 2 clusters Score -1360080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1352008.375000 Penalty: 4598.025391
	Iteration 0F: 3 clusters Score -1352008 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1354314.250000 Penalty: 4598.025391
	Iteration 1F: 3 clusters Score -1354314 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1354575.875000 Penalty: 4598.025391
	Iteration 2F: 3 clusters Score -1354576 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1354750.500000 Penalty: 4598.025391
	Iteration 3Q: 3 clusters Score -1354750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1354889.375000 Penalty: 4598.025391
	Iteration 4Q: 3 clusters Score -1354889 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1355003.250000 Penalty: 4598.025391
	Iteration 5Q: 3 clusters Score -1355003 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1355092.750000 Penalty: 4598.025391
	Iteration 6Q: 3 clusters Score -1355093 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1355192.125000 Penalty: 4598.025391
	Iteration 7Q: 3 clusters Score -1355192 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1355304.625000 Penalty: 4598.025391
	Iteration 8Q: 3 clusters Score -1355305 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1355439.375000 Penalty: 4598.025391
	Iteration 9Q: 3 clusters Score -1355439 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1355592.125000 Penalty: 4598.025391
	Iteration 10Q: 3 clusters Score -1355592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1355762.875000 Penalty: 4598.025391
	Iteration 11Q: 3 clusters Score -1355763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1355941.625000 Penalty: 4598.025391
	Iteration 12Q: 3 clusters Score -1355942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1356153.250000 Penalty: 4598.025391
	Iteration 13Q: 3 clusters Score -1356153 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1356336.250000 Penalty: 4598.025391
	Iteration 14Q: 3 clusters Score -1356336 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1356509.375000 Penalty: 4598.025391
	Iteration 15Q: 3 clusters Score -1356509 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1356684.250000 Penalty: 4598.025391
	Iteration 16Q: 3 clusters Score -1356684 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1356868.500000 Penalty: 4598.025391
	Iteration 17Q: 3 clusters Score -1356868 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1357021.250000 Penalty: 4598.025391
	Iteration 18Q: 3 clusters Score -1357021 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1357166.750000 Penalty: 4598.025391
	Iteration 19Q: 3 clusters Score -1357167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1357287.250000 Penalty: 4598.025391
	Iteration 20F: 3 clusters Score -1357287 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1357375.750000 Penalty: 4598.025391
	Iteration 21Q: 3 clusters Score -1357376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1357452.000000 Penalty: 4598.025391
	Iteration 22Q: 3 clusters Score -1357452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1357524.625000 Penalty: 4598.025391
	Iteration 23Q: 3 clusters Score -1357525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1357577.125000 Penalty: 4598.025391
	Iteration 24Q: 3 clusters Score -1357577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1357634.875000 Penalty: 4598.025391
	Iteration 25Q: 3 clusters Score -1357635 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1357693.500000 Penalty: 4598.025391
	Iteration 26Q: 3 clusters Score -1357694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1357745.875000 Penalty: 4598.025391
	Iteration 27Q: 3 clusters Score -1357746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1357778.000000 Penalty: 4598.025391
	Iteration 28Q: 3 clusters Score -1357778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1357818.500000 Penalty: 4598.025391
	Iteration 29Q: 3 clusters Score -1357818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1357849.125000 Penalty: 4598.025391
	Iteration 30Q: 3 clusters Score -1357849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1357875.000000 Penalty: 4598.025391
	Iteration 31Q: 3 clusters Score -1357875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1357895.000000 Penalty: 4598.025391
	Iteration 32Q: 3 clusters Score -1357895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1357908.000000 Penalty: 4598.025391
	Iteration 33Q: 3 clusters Score -1357908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1357917.000000 Penalty: 4598.025391
	Iteration 34Q: 3 clusters Score -1357917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1357924.875000 Penalty: 4598.025391
	Iteration 35Q: 3 clusters Score -1357925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1357940.500000 Penalty: 4598.025391
	Iteration 36Q: 3 clusters Score -1357940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1357947.250000 Penalty: 4598.025391
	Iteration 37Q: 3 clusters Score -1357947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1357961.875000 Penalty: 4598.025391
	Iteration 38Q: 3 clusters Score -1357962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1357976.500000 Penalty: 4598.025391
	Iteration 39Q: 3 clusters Score -1357976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1357985.750000 Penalty: 4598.025391
	Iteration 40F: 3 clusters Score -1357986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1357997.125000 Penalty: 4598.025391
	Iteration 41Q: 3 clusters Score -1357997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1358004.375000 Penalty: 4598.025391
	Iteration 42Q: 3 clusters Score -1358004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1358010.000000 Penalty: 4598.025391
	Iteration 43Q: 3 clusters Score -1358010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1358014.125000 Penalty: 4598.025391
	Iteration 44Q: 3 clusters Score -1358014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1358019.250000 Penalty: 4598.025391
	Iteration 45Q: 3 clusters Score -1358019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1358025.625000 Penalty: 4598.025391
	Iteration 46Q: 3 clusters Score -1358026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1358032.250000 Penalty: 4598.025391
	Iteration 47Q: 3 clusters Score -1358032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1358036.125000 Penalty: 4598.025391
	Iteration 48Q: 3 clusters Score -1358036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1358036.250000 Penalty: 4598.025391
	Iteration 49Q: 3 clusters Score -1358036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1358041.750000 Penalty: 4598.025391
	Iteration 50Q: 3 clusters Score -1358042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1358041.125000 Penalty: 4598.025391
	Iteration 51Q: 3 clusters Score -1358041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1358044.750000 Penalty: 4598.025391
	Iteration 52Q: 3 clusters Score -1358045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1358044.750000 Penalty: 4598.025391
	Iteration 53F: 3 clusters Score -1358045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (274147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274147 members 
Entering Unmasked Estep 
Score: -34883588.000000 Penalty: 3105.312012
	Iteration 0F: 2 clusters Score -3.488359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 136949 members 
Entering Unmasked Estep 
Score: -34714276.000000 Penalty: 6210.624023
	Iteration 0F: 3 clusters Score -3.471428e+07 nChanged 132608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 131509 members 
Entering Unmasked Estep 
Score: -34793396.000000 Penalty: 6210.624023
	Iteration 1F: 3 clusters Score -3.47934e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -34794872.000000 Penalty: 6210.624023
	Iteration 2Q: 3 clusters Score -3.479487e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152759 members 
Mstep: Class 2 contains 121388 members 
Entering Unmasked Estep 
Score: -34797312.000000 Penalty: 6210.624023
	Iteration 3Q: 3 clusters Score -3.479731e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -34801284.000000 Penalty: 6210.624023
	Iteration 4Q: 3 clusters Score -3.480128e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -34808788.000000 Penalty: 6210.624023
	Iteration 5F: 3 clusters Score -3.480879e+07 nChanged 19390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -34820604.000000 Penalty: 6210.624023
	Iteration 6F: 3 clusters Score -3.48206e+07 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217415 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -34837232.000000 Penalty: 6210.624023
	Iteration 7F: 3 clusters Score -3.483723e+07 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239359 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -34854736.000000 Penalty: 6210.624023
	Iteration 8F: 3 clusters Score -3.485474e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256061 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -34867884.000000 Penalty: 6210.624023
	Iteration 9F: 3 clusters Score -3.486788e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266476 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -34875544.000000 Penalty: 6210.624023
	Iteration 10Q: 3 clusters Score -3.487554e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271304 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -34878892.000000 Penalty: 6210.624023
	Iteration 11Q: 3 clusters Score -3.487889e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272984 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -34879980.000000 Penalty: 6210.624023
	Iteration 12Q: 3 clusters Score -3.487998e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273495 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -34880436.000000 Penalty: 6210.624023
	Iteration 13Q: 3 clusters Score -3.488044e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273634 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -34880616.000000 Penalty: 6210.624023
	Iteration 14Q: 3 clusters Score -3.488062e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273694 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34880748.000000 Penalty: 6210.624023
	Iteration 15Q: 3 clusters Score -3.488075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273721 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34880792.000000 Penalty: 6210.624023
	Iteration 16Q: 3 clusters Score -3.488079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273734 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34880784.000000 Penalty: 6210.624023
	Iteration 17Q: 3 clusters Score -3.488078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273743 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34880860.000000 Penalty: 6210.624023
	Iteration 18Q: 3 clusters Score -3.488086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273746 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34880840.000000 Penalty: 6210.624023
	Iteration 19Q: 3 clusters Score -3.488084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273744 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34880848.000000 Penalty: 6210.624023
	Iteration 20F: 3 clusters Score -3.488085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273744 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34880860.000000 Penalty: 6210.624023
	Iteration 21Q: 3 clusters Score -3.488086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34880876.000000 Penalty: 6210.624023
	Iteration 22Q: 3 clusters Score -3.488088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880876.000000 Penalty: 6210.624023
	Iteration 23Q: 3 clusters Score -3.488088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273743 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34880904.000000 Penalty: 6210.624023
	Iteration 24Q: 3 clusters Score -3.48809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880900.000000 Penalty: 6210.624023
	Iteration 25Q: 3 clusters Score -3.48809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273742 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34880892.000000 Penalty: 6210.624023
	Iteration 26Q: 3 clusters Score -3.488089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880892.000000 Penalty: 6210.624023
	Iteration 27Q: 3 clusters Score -3.488089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273739 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34880888.000000 Penalty: 6210.624023
	Iteration 28Q: 3 clusters Score -3.488089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273738 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34880888.000000 Penalty: 6210.624023
	Iteration 29Q: 3 clusters Score -3.488089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273739 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34880900.000000 Penalty: 6210.624023
	Iteration 30Q: 3 clusters Score -3.48809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880888.000000 Penalty: 6210.624023
	Iteration 31Q: 3 clusters Score -3.488089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880888.000000 Penalty: 6210.624023
	Iteration 32Q: 3 clusters Score -3.488089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34880892.000000 Penalty: 6210.624023
	Iteration 33Q: 3 clusters Score -3.488089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34880896.000000 Penalty: 6210.624023
	Iteration 34Q: 3 clusters Score -3.48809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273739 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34880900.000000 Penalty: 6210.624023
	Iteration 35Q: 3 clusters Score -3.48809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880896.000000 Penalty: 6210.624023
	Iteration 36Q: 3 clusters Score -3.48809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273741 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34880896.000000 Penalty: 6210.624023
	Iteration 37Q: 3 clusters Score -3.48809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880908.000000 Penalty: 6210.624023
	Iteration 38Q: 3 clusters Score -3.488091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34880908.000000 Penalty: 6210.624023
	Iteration 39F: 3 clusters Score -3.488091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236700 members 
Entering Unmasked Estep 
Score: -30259492.000000 Penalty: 3068.888184
	Iteration 0F: 2 clusters Score -3.025949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -30160142.000000 Penalty: 6137.776367
	Iteration 0F: 3 clusters Score -3.016014e+07 nChanged 114307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -30226440.000000 Penalty: 6137.776367
	Iteration 1F: 3 clusters Score -3.022644e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -30227546.000000 Penalty: 6137.776367
	Iteration 2Q: 3 clusters Score -3.022755e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -30229090.000000 Penalty: 6137.776367
	Iteration 3Q: 3 clusters Score -3.022909e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 135773 members 
Entering Unmasked Estep 
Score: -30231320.000000 Penalty: 6137.776367
	Iteration 4Q: 3 clusters Score -3.023132e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -30235014.000000 Penalty: 6137.776367
	Iteration 5Q: 3 clusters Score -3.023501e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -30240114.000000 Penalty: 6137.776367
	Iteration 6F: 3 clusters Score -3.024011e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -30246850.000000 Penalty: 6137.776367
	Iteration 7F: 3 clusters Score -3.024685e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 174709 members 
Entering Unmasked Estep 
Score: -30254366.000000 Penalty: 6137.776367
	Iteration 8F: 3 clusters Score -3.025437e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -30261946.000000 Penalty: 6137.776367
	Iteration 9F: 3 clusters Score -3.026195e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -30266348.000000 Penalty: 6137.776367
	Iteration 10Q: 3 clusters Score -3.026635e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 173397 members 
Entering Unmasked Estep 
Score: -30267968.000000 Penalty: 6137.776367
	Iteration 11Q: 3 clusters Score -3.026797e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -30268526.000000 Penalty: 6137.776367
	Iteration 12Q: 3 clusters Score -3.026853e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -30269162.000000 Penalty: 6137.776367
	Iteration 13Q: 3 clusters Score -3.026916e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -30269882.000000 Penalty: 6137.776367
	Iteration 14Q: 3 clusters Score -3.026988e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -30270430.000000 Penalty: 6137.776367
	Iteration 15Q: 3 clusters Score -3.027043e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -30270796.000000 Penalty: 6137.776367
	Iteration 16Q: 3 clusters Score -3.02708e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -30271130.000000 Penalty: 6137.776367
	Iteration 17Q: 3 clusters Score -3.027113e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 152111 members 
Entering Unmasked Estep 
Score: -30271524.000000 Penalty: 6137.776367
	Iteration 18Q: 3 clusters Score -3.027152e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -30271904.000000 Penalty: 6137.776367
	Iteration 19Q: 3 clusters Score -3.02719e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -30272144.000000 Penalty: 6137.776367
	Iteration 20F: 3 clusters Score -3.027214e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -30272286.000000 Penalty: 6137.776367
	Iteration 21Q: 3 clusters Score -3.027229e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 140831 members 
Entering Unmasked Estep 
Score: -30272412.000000 Penalty: 6137.776367
	Iteration 22Q: 3 clusters Score -3.027241e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 137888 members 
Entering Unmasked Estep 
Score: -30272544.000000 Penalty: 6137.776367
	Iteration 23Q: 3 clusters Score -3.027254e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 134848 members 
Entering Unmasked Estep 
Score: -30272904.000000 Penalty: 6137.776367
	Iteration 24Q: 3 clusters Score -3.02729e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 131487 members 
Entering Unmasked Estep 
Score: -30273072.000000 Penalty: 6137.776367
	Iteration 25Q: 3 clusters Score -3.027307e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -30273182.000000 Penalty: 6137.776367
	Iteration 26Q: 3 clusters Score -3.027318e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -30273328.000000 Penalty: 6137.776367
	Iteration 27Q: 3 clusters Score -3.027333e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -30273596.000000 Penalty: 6137.776367
	Iteration 28Q: 3 clusters Score -3.02736e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120103 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -30273824.000000 Penalty: 6137.776367
	Iteration 29Q: 3 clusters Score -3.027382e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -30274244.000000 Penalty: 6137.776367
	Iteration 30Q: 3 clusters Score -3.027424e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -30274678.000000 Penalty: 6137.776367
	Iteration 31Q: 3 clusters Score -3.027468e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -30275010.000000 Penalty: 6137.776367
	Iteration 32Q: 3 clusters Score -3.027501e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -30275212.000000 Penalty: 6137.776367
	Iteration 33Q: 3 clusters Score -3.027521e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149585 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -30275370.000000 Penalty: 6137.776367
	Iteration 34Q: 3 clusters Score -3.027537e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -30275410.000000 Penalty: 6137.776367
	Iteration 35Q: 3 clusters Score -3.027541e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -30275086.000000 Penalty: 6137.776367
	Iteration 36F: 3 clusters Score -3.027509e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -30272098.000000 Penalty: 6137.776367
	Iteration 37F: 3 clusters Score -3.02721e+07 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201649 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -30268158.000000 Penalty: 6137.776367
	Iteration 38F: 3 clusters Score -3.026816e+07 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -30262782.000000 Penalty: 6137.776367
	Iteration 39F: 3 clusters Score -3.026278e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225494 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -30259344.000000 Penalty: 6137.776367
	Iteration 40F: 3 clusters Score -3.025934e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230008 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -30258000.000000 Penalty: 6137.776367
	Iteration 41Q: 3 clusters Score -3.0258e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232444 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -30257272.000000 Penalty: 6137.776367
	Iteration 42Q: 3 clusters Score -3.025727e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233863 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -30257042.000000 Penalty: 6137.776367
	Iteration 43Q: 3 clusters Score -3.025704e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234721 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -30256902.000000 Penalty: 6137.776367
	Iteration 44Q: 3 clusters Score -3.02569e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235272 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -30256888.000000 Penalty: 6137.776367
	Iteration 45Q: 3 clusters Score -3.025689e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235602 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -30256858.000000 Penalty: 6137.776367
	Iteration 46Q: 3 clusters Score -3.025686e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235832 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -30256890.000000 Penalty: 6137.776367
	Iteration 47Q: 3 clusters Score -3.025689e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235977 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -30256924.000000 Penalty: 6137.776367
	Iteration 48Q: 3 clusters Score -3.025692e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236064 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -30256946.000000 Penalty: 6137.776367
	Iteration 49Q: 3 clusters Score -3.025695e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236140 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30257016.000000 Penalty: 6137.776367
	Iteration 50Q: 3 clusters Score -3.025702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236186 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -30257002.000000 Penalty: 6137.776367
	Iteration 51Q: 3 clusters Score -3.0257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236211 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -30257022.000000 Penalty: 6137.776367
	Iteration 52Q: 3 clusters Score -3.025702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236234 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -30257010.000000 Penalty: 6137.776367
	Iteration 53Q: 3 clusters Score -3.025701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236251 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30256998.000000 Penalty: 6137.776367
	Iteration 54Q: 3 clusters Score -3.0257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236263 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30257016.000000 Penalty: 6137.776367
	Iteration 55Q: 3 clusters Score -3.025702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236270 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30257014.000000 Penalty: 6137.776367
	Iteration 56Q: 3 clusters Score -3.025701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236274 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30256996.000000 Penalty: 6137.776367
	Iteration 57Q: 3 clusters Score -3.0257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236278 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30256980.000000 Penalty: 6137.776367
	Iteration 58Q: 3 clusters Score -3.025698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236279 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30256976.000000 Penalty: 6137.776367
	Iteration 59Q: 3 clusters Score -3.025698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236280 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30256980.000000 Penalty: 6137.776367
	Iteration 60F: 3 clusters Score -3.025698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236282 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -30256992.000000 Penalty: 6137.776367
	Iteration 61Q: 3 clusters Score -3.025699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236282 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -30256992.000000 Penalty: 6137.776367
	Iteration 62F: 3 clusters Score -3.025699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Entering Unmasked Estep 
Score: -6378745.500000 Penalty: 2688.629150
	Iteration 0F: 2 clusters Score -6378746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -6344263.000000 Penalty: 5377.258301
	Iteration 0F: 3 clusters Score -6344263 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -6357157.500000 Penalty: 5377.258301
	Iteration 1F: 3 clusters Score -6357158 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -6357825.500000 Penalty: 5377.258301
	Iteration 2Q: 3 clusters Score -6357826 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -6358789.500000 Penalty: 5377.258301
	Iteration 3Q: 3 clusters Score -6358790 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -6360331.000000 Penalty: 5377.258301
	Iteration 4F: 3 clusters Score -6360331 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -6362900.500000 Penalty: 5377.258301
	Iteration 5F: 3 clusters Score -6362900 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -6366604.500000 Penalty: 5377.258301
	Iteration 6F: 3 clusters Score -6366604 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6370658.500000 Penalty: 5377.258301
	Iteration 7F: 3 clusters Score -6370658 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6373690.000000 Penalty: 5377.258301
	Iteration 8F: 3 clusters Score -6373690 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6375229.000000 Penalty: 5377.258301
	Iteration 9Q: 3 clusters Score -6375229 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6376007.500000 Penalty: 5377.258301
	Iteration 10Q: 3 clusters Score -6376008 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6376271.500000 Penalty: 5377.258301
	Iteration 11Q: 3 clusters Score -6376272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6376396.000000 Penalty: 5377.258301
	Iteration 12Q: 3 clusters Score -6376396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6376457.000000 Penalty: 5377.258301
	Iteration 13Q: 3 clusters Score -6376457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6376499.000000 Penalty: 5377.258301
	Iteration 14Q: 3 clusters Score -6376499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6376518.000000 Penalty: 5377.258301
	Iteration 15Q: 3 clusters Score -6376518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6376542.500000 Penalty: 5377.258301
	Iteration 16Q: 3 clusters Score -6376542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6376538.000000 Penalty: 5377.258301
	Iteration 17Q: 3 clusters Score -6376538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6376548.000000 Penalty: 5377.258301
	Iteration 18Q: 3 clusters Score -6376548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6376552.000000 Penalty: 5377.258301
	Iteration 19Q: 3 clusters Score -6376552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6376556.000000 Penalty: 5377.258301
	Iteration 20F: 3 clusters Score -6376556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6376562.000000 Penalty: 5377.258301
	Iteration 21Q: 3 clusters Score -6376562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6376565.000000 Penalty: 5377.258301
	Iteration 22Q: 3 clusters Score -6376565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6376557.000000 Penalty: 5377.258301
	Iteration 23Q: 3 clusters Score -6376557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6376557.000000 Penalty: 5377.258301
	Iteration 24F: 3 clusters Score -6376557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43087.847656 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43087.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43196.519531 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43196.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43230.644531 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -43230.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43244.015625 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43244.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43257.691406 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43257.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43260.867188 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43260.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43260.867188 Penalty: 2975.472656
	Iteration 6F: 3 clusters Score -43260.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -122423.750000 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -122423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120492.000000 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -120492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120731.710938 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -120731.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120800.710938 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -120800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -120848.500000 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -120848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120862.679688 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -120862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120864.210938 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -120864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120866.710938 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -120866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120868.343750 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -120868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120872.007812 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -120872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120874.968750 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -120875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120879.507812 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -120879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120890.968750 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -120891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120893.421875 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -120893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120897.328125 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -120897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120897.781250 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -120897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120897.781250 Penalty: 3418.750244
	Iteration 15F: 3 clusters Score -120897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -219970.531250 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -219970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217467.953125 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -217468 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218031.140625 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -218031.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218382.328125 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -218382.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218918.812500 Penalty: 3724.086426
	Iteration 3F: 3 clusters Score -218918.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219369.000000 Penalty: 3724.086426
	Iteration 4F: 3 clusters Score -219369 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219715.437500 Penalty: 3724.086426
	Iteration 5F: 3 clusters Score -219715.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220048.265625 Penalty: 3724.086426
	Iteration 6F: 3 clusters Score -220048.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220520.062500 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -220520.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220932.890625 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -220932.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221013.093750 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -221013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221024.531250 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -221024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221026.734375 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -221026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221027.000000 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -221027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221027.000000 Penalty: 3724.086426
	Iteration 13F: 3 clusters Score -221027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130608 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50190 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 10617 members 
Mstep: Class 9 contains 274147 members 
Mstep: Class 10 contains 236700 members 
Mstep: Class 11 contains 51085 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1112 members 
Mstep: Class 15 contains 7788 members 
Mstep: Class 16 contains 23533 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 43002 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1725 members 
Mstep: Class 24 contains 711 members 
Entering Unmasked Estep 
Score: -116066224.000000 Penalty: 81763.039062
Splitting cluster 14 changes total score from -116066696.000000 to -116066224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -1014404.375000 Penalty: 2222.164307
	Iteration 0F: 2 clusters Score -1014404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1008175.312500 Penalty: 4444.328613
	Iteration 0F: 3 clusters Score -1008175 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1009832.875000 Penalty: 4444.328613
	Iteration 1F: 3 clusters Score -1009833 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1010086.312500 Penalty: 4444.328613
	Iteration 2F: 3 clusters Score -1010086 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1010243.875000 Penalty: 4444.328613
	Iteration 3Q: 3 clusters Score -1010244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1010358.625000 Penalty: 4444.328613
	Iteration 4Q: 3 clusters Score -1010359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1010441.312500 Penalty: 4444.328613
	Iteration 5Q: 3 clusters Score -1010441 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1010499.000000 Penalty: 4444.328613
	Iteration 6Q: 3 clusters Score -1010499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1010556.687500 Penalty: 4444.328613
	Iteration 7Q: 3 clusters Score -1010557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1010604.687500 Penalty: 4444.328613
	Iteration 8Q: 3 clusters Score -1010605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1010657.687500 Penalty: 4444.328613
	Iteration 9Q: 3 clusters Score -1010658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1010707.375000 Penalty: 4444.328613
	Iteration 10Q: 3 clusters Score -1010707 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1010763.750000 Penalty: 4444.328613
	Iteration 11Q: 3 clusters Score -1010764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1010822.187500 Penalty: 4444.328613
	Iteration 12Q: 3 clusters Score -1010822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1010874.062500 Penalty: 4444.328613
	Iteration 13Q: 3 clusters Score -1010874 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1010940.812500 Penalty: 4444.328613
	Iteration 14Q: 3 clusters Score -1010941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1011006.312500 Penalty: 4444.328613
	Iteration 15Q: 3 clusters Score -1011006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1011088.937500 Penalty: 4444.328613
	Iteration 16Q: 3 clusters Score -1011089 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1011165.937500 Penalty: 4444.328613
	Iteration 17Q: 3 clusters Score -1011166 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1011262.750000 Penalty: 4444.328613
	Iteration 18Q: 3 clusters Score -1011263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1011377.375000 Penalty: 4444.328613
	Iteration 19Q: 3 clusters Score -1011377 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1011516.687500 Penalty: 4444.328613
	Iteration 20F: 3 clusters Score -1011517 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1011646.312500 Penalty: 4444.328613
	Iteration 21Q: 3 clusters Score -1011646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1011778.500000 Penalty: 4444.328613
	Iteration 22Q: 3 clusters Score -1011778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1011912.500000 Penalty: 4444.328613
	Iteration 23Q: 3 clusters Score -1011912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1012040.000000 Penalty: 4444.328613
	Iteration 24Q: 3 clusters Score -1012040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1012150.375000 Penalty: 4444.328613
	Iteration 25Q: 3 clusters Score -1012150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1012221.125000 Penalty: 4444.328613
	Iteration 26Q: 3 clusters Score -1012221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1012274.875000 Penalty: 4444.328613
	Iteration 27Q: 3 clusters Score -1012275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1012314.437500 Penalty: 4444.328613
	Iteration 28Q: 3 clusters Score -1012314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1012344.437500 Penalty: 4444.328613
	Iteration 29Q: 3 clusters Score -1012344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1012366.125000 Penalty: 4444.328613
	Iteration 30Q: 3 clusters Score -1012366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1012384.375000 Penalty: 4444.328613
	Iteration 31Q: 3 clusters Score -1012384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1012407.125000 Penalty: 4444.328613
	Iteration 32Q: 3 clusters Score -1012407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1012416.125000 Penalty: 4444.328613
	Iteration 33Q: 3 clusters Score -1012416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1012422.312500 Penalty: 4444.328613
	Iteration 34Q: 3 clusters Score -1012422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1012428.500000 Penalty: 4444.328613
	Iteration 35Q: 3 clusters Score -1012428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1012432.375000 Penalty: 4444.328613
	Iteration 36Q: 3 clusters Score -1012432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1012437.687500 Penalty: 4444.328613
	Iteration 37Q: 3 clusters Score -1012438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1012439.125000 Penalty: 4444.328613
	Iteration 38Q: 3 clusters Score -1012439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1012438.937500 Penalty: 4444.328613
	Iteration 39Q: 3 clusters Score -1012439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1012438.937500 Penalty: 4444.328613
	Iteration 40F: 3 clusters Score -1012439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Entering Unmasked Estep 
Score: -3049409.750000 Penalty: 2496.407471
	Iteration 0F: 2 clusters Score -3049410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3033031.000000 Penalty: 4992.814941
	Iteration 0F: 3 clusters Score -3033031 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3038730.750000 Penalty: 4992.814941
	Iteration 1F: 3 clusters Score -3038731 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3039193.500000 Penalty: 4992.814941
	Iteration 2F: 3 clusters Score -3039194 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3039633.000000 Penalty: 4992.814941
	Iteration 3Q: 3 clusters Score -3039633 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3040217.000000 Penalty: 4992.814941
	Iteration 4Q: 3 clusters Score -3040217 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3040979.250000 Penalty: 4992.814941
	Iteration 5F: 3 clusters Score -3040979 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3042031.500000 Penalty: 4992.814941
	Iteration 6F: 3 clusters Score -3042032 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3043337.500000 Penalty: 4992.814941
	Iteration 7F: 3 clusters Score -3043338 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3044667.250000 Penalty: 4992.814941
	Iteration 8F: 3 clusters Score -3044667 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3045770.000000 Penalty: 4992.814941
	Iteration 9Q: 3 clusters Score -3045770 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3046402.000000 Penalty: 4992.814941
	Iteration 10Q: 3 clusters Score -3046402 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3046727.000000 Penalty: 4992.814941
	Iteration 11Q: 3 clusters Score -3046727 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3046903.500000 Penalty: 4992.814941
	Iteration 12Q: 3 clusters Score -3046904 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3047032.750000 Penalty: 4992.814941
	Iteration 13Q: 3 clusters Score -3047033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3047113.250000 Penalty: 4992.814941
	Iteration 14Q: 3 clusters Score -3047113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3047171.000000 Penalty: 4992.814941
	Iteration 15Q: 3 clusters Score -3047171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3047207.750000 Penalty: 4992.814941
	Iteration 16Q: 3 clusters Score -3047208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3047225.000000 Penalty: 4992.814941
	Iteration 17Q: 3 clusters Score -3047225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3047232.750000 Penalty: 4992.814941
	Iteration 18Q: 3 clusters Score -3047233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3047242.250000 Penalty: 4992.814941
	Iteration 19Q: 3 clusters Score -3047242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3047254.750000 Penalty: 4992.814941
	Iteration 20F: 3 clusters Score -3047255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3047261.250000 Penalty: 4992.814941
	Iteration 21Q: 3 clusters Score -3047261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3047268.750000 Penalty: 4992.814941
	Iteration 22Q: 3 clusters Score -3047269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3047280.500000 Penalty: 4992.814941
	Iteration 23Q: 3 clusters Score -3047280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3047286.000000 Penalty: 4992.814941
	Iteration 24Q: 3 clusters Score -3047286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3047286.250000 Penalty: 4992.814941
	Iteration 25Q: 3 clusters Score -3047286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3047291.750000 Penalty: 4992.814941
	Iteration 26Q: 3 clusters Score -3047292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3047296.000000 Penalty: 4992.814941
	Iteration 27Q: 3 clusters Score -3047296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3047297.250000 Penalty: 4992.814941
	Iteration 28Q: 3 clusters Score -3047297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3047299.250000 Penalty: 4992.814941
	Iteration 29Q: 3 clusters Score -3047299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3047303.500000 Penalty: 4992.814941
	Iteration 30Q: 3 clusters Score -3047304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3047301.500000 Penalty: 4992.814941
	Iteration 31Q: 3 clusters Score -3047302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3047308.250000 Penalty: 4992.814941
	Iteration 32Q: 3 clusters Score -3047308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3047312.000000 Penalty: 4992.814941
	Iteration 33Q: 3 clusters Score -3047312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3047314.750000 Penalty: 4992.814941
	Iteration 34Q: 3 clusters Score -3047315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3047315.500000 Penalty: 4992.814941
	Iteration 35Q: 3 clusters Score -3047316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3047320.000000 Penalty: 4992.814941
	Iteration 36Q: 3 clusters Score -3047320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3047318.000000 Penalty: 4992.814941
	Iteration 37Q: 3 clusters Score -3047318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3047318.500000 Penalty: 4992.814941
	Iteration 38Q: 3 clusters Score -3047318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3047319.250000 Penalty: 4992.814941
	Iteration 39Q: 3 clusters Score -3047319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3047325.750000 Penalty: 4992.814941
	Iteration 40F: 3 clusters Score -3047326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3047329.250000 Penalty: 4992.814941
	Iteration 41Q: 3 clusters Score -3047329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3047334.500000 Penalty: 4992.814941
	Iteration 42Q: 3 clusters Score -3047334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3047340.000000 Penalty: 4992.814941
	Iteration 43Q: 3 clusters Score -3047340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3047339.000000 Penalty: 4992.814941
	Iteration 44Q: 3 clusters Score -3047339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3047336.500000 Penalty: 4992.814941
	Iteration 45Q: 3 clusters Score -3047336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3047340.250000 Penalty: 4992.814941
	Iteration 46Q: 3 clusters Score -3047340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3047335.750000 Penalty: 4992.814941
	Iteration 47Q: 3 clusters Score -3047336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3047341.500000 Penalty: 4992.814941
	Iteration 48Q: 3 clusters Score -3047342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3047341.250000 Penalty: 4992.814941
	Iteration 49Q: 3 clusters Score -3047341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3047341.250000 Penalty: 4992.814941
	Iteration 50Q: 3 clusters Score -3047341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3047341.250000 Penalty: 4992.814941
	Iteration 51F: 3 clusters Score -3047341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Entering Unmasked Estep 
Score: -3080845.000000 Penalty: 2498.621094
	Iteration 0F: 2 clusters Score -3080845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3064363.250000 Penalty: 4997.242188
	Iteration 0F: 3 clusters Score -3064363 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3070011.750000 Penalty: 4997.242188
	Iteration 1F: 3 clusters Score -3070012 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3070375.750000 Penalty: 4997.242188
	Iteration 2F: 3 clusters Score -3070376 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3070652.250000 Penalty: 4997.242188
	Iteration 3Q: 3 clusters Score -3070652 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3070862.250000 Penalty: 4997.242188
	Iteration 4Q: 3 clusters Score -3070862 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3071067.250000 Penalty: 4997.242188
	Iteration 5Q: 3 clusters Score -3071067 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3071288.750000 Penalty: 4997.242188
	Iteration 6Q: 3 clusters Score -3071289 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3071534.000000 Penalty: 4997.242188
	Iteration 7Q: 3 clusters Score -3071534 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3071824.750000 Penalty: 4997.242188
	Iteration 8Q: 3 clusters Score -3071825 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3072271.000000 Penalty: 4997.242188
	Iteration 9Q: 3 clusters Score -3072271 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3072935.000000 Penalty: 4997.242188
	Iteration 10Q: 3 clusters Score -3072935 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3073936.500000 Penalty: 4997.242188
	Iteration 11F: 3 clusters Score -3073936 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3075209.500000 Penalty: 4997.242188
	Iteration 12F: 3 clusters Score -3075210 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3076368.250000 Penalty: 4997.242188
	Iteration 13F: 3 clusters Score -3076368 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3077393.000000 Penalty: 4997.242188
	Iteration 14Q: 3 clusters Score -3077393 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3078004.250000 Penalty: 4997.242188
	Iteration 15Q: 3 clusters Score -3078004 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3078320.500000 Penalty: 4997.242188
	Iteration 16Q: 3 clusters Score -3078320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3078462.750000 Penalty: 4997.242188
	Iteration 17Q: 3 clusters Score -3078463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3078528.250000 Penalty: 4997.242188
	Iteration 18Q: 3 clusters Score -3078528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3078570.250000 Penalty: 4997.242188
	Iteration 19Q: 3 clusters Score -3078570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3078601.500000 Penalty: 4997.242188
	Iteration 20F: 3 clusters Score -3078602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3078627.500000 Penalty: 4997.242188
	Iteration 21Q: 3 clusters Score -3078628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3078643.250000 Penalty: 4997.242188
	Iteration 22Q: 3 clusters Score -3078643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3078644.000000 Penalty: 4997.242188
	Iteration 23Q: 3 clusters Score -3078644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3078648.250000 Penalty: 4997.242188
	Iteration 24Q: 3 clusters Score -3078648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3078652.750000 Penalty: 4997.242188
	Iteration 25Q: 3 clusters Score -3078653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3078655.250000 Penalty: 4997.242188
	Iteration 26Q: 3 clusters Score -3078655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3078660.000000 Penalty: 4997.242188
	Iteration 27Q: 3 clusters Score -3078660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3078664.500000 Penalty: 4997.242188
	Iteration 28Q: 3 clusters Score -3078664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3078661.250000 Penalty: 4997.242188
	Iteration 29Q: 3 clusters Score -3078661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3078661.250000 Penalty: 4997.242188
	Iteration 30F: 3 clusters Score -3078661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Entering Unmasked Estep 
Score: -2264840.000000 Penalty: 2422.225342
	Iteration 0F: 2 clusters Score -2264840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2252483.250000 Penalty: 4844.450684
	Iteration 0F: 3 clusters Score -2252483 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2256612.500000 Penalty: 4844.450684
	Iteration 1F: 3 clusters Score -2256612 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2257147.250000 Penalty: 4844.450684
	Iteration 2F: 3 clusters Score -2257147 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2257681.500000 Penalty: 4844.450684
	Iteration 3F: 3 clusters Score -2257682 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2258188.500000 Penalty: 4844.450684
	Iteration 4F: 3 clusters Score -2258188 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2258751.250000 Penalty: 4844.450684
	Iteration 5F: 3 clusters Score -2258751 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2259471.000000 Penalty: 4844.450684
	Iteration 6F: 3 clusters Score -2259471 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2260309.750000 Penalty: 4844.450684
	Iteration 7F: 3 clusters Score -2260310 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2261180.250000 Penalty: 4844.450684
	Iteration 8F: 3 clusters Score -2261180 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2261869.500000 Penalty: 4844.450684
	Iteration 9Q: 3 clusters Score -2261870 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2262311.000000 Penalty: 4844.450684
	Iteration 10Q: 3 clusters Score -2262311 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2262535.250000 Penalty: 4844.450684
	Iteration 11Q: 3 clusters Score -2262535 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2262657.250000 Penalty: 4844.450684
	Iteration 12Q: 3 clusters Score -2262657 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2262747.750000 Penalty: 4844.450684
	Iteration 13Q: 3 clusters Score -2262748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2262785.500000 Penalty: 4844.450684
	Iteration 14Q: 3 clusters Score -2262786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2262811.250000 Penalty: 4844.450684
	Iteration 15Q: 3 clusters Score -2262811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2262820.250000 Penalty: 4844.450684
	Iteration 16Q: 3 clusters Score -2262820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2262834.000000 Penalty: 4844.450684
	Iteration 17Q: 3 clusters Score -2262834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2262844.500000 Penalty: 4844.450684
	Iteration 18Q: 3 clusters Score -2262844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2262848.000000 Penalty: 4844.450684
	Iteration 19Q: 3 clusters Score -2262848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2262856.000000 Penalty: 4844.450684
	Iteration 20F: 3 clusters Score -2262856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2262858.500000 Penalty: 4844.450684
	Iteration 21Q: 3 clusters Score -2262858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2262864.250000 Penalty: 4844.450684
	Iteration 22Q: 3 clusters Score -2262864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2262867.750000 Penalty: 4844.450684
	Iteration 23Q: 3 clusters Score -2262868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2262881.500000 Penalty: 4844.450684
	Iteration 24Q: 3 clusters Score -2262882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2262888.250000 Penalty: 4844.450684
	Iteration 25Q: 3 clusters Score -2262888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2262889.500000 Penalty: 4844.450684
	Iteration 26Q: 3 clusters Score -2262890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2262892.500000 Penalty: 4844.450684
	Iteration 27Q: 3 clusters Score -2262892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2262892.750000 Penalty: 4844.450684
	Iteration 28Q: 3 clusters Score -2262893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2262897.500000 Penalty: 4844.450684
	Iteration 29Q: 3 clusters Score -2262898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2262899.500000 Penalty: 4844.450684
	Iteration 30Q: 3 clusters Score -2262900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2262901.750000 Penalty: 4844.450684
	Iteration 31Q: 3 clusters Score -2262902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2262898.750000 Penalty: 4844.450684
	Iteration 32Q: 3 clusters Score -2262899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2262900.000000 Penalty: 4844.450684
	Iteration 33Q: 3 clusters Score -2262900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2262901.250000 Penalty: 4844.450684
	Iteration 34Q: 3 clusters Score -2262901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2262901.000000 Penalty: 4844.450684
	Iteration 35Q: 3 clusters Score -2262901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2262907.000000 Penalty: 4844.450684
	Iteration 36Q: 3 clusters Score -2262907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2262909.500000 Penalty: 4844.450684
	Iteration 37Q: 3 clusters Score -2262910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2262909.000000 Penalty: 4844.450684
	Iteration 38Q: 3 clusters Score -2262909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2262912.500000 Penalty: 4844.450684
	Iteration 39Q: 3 clusters Score -2262912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2262919.250000 Penalty: 4844.450684
	Iteration 40F: 3 clusters Score -2262919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2262921.500000 Penalty: 4844.450684
	Iteration 41Q: 3 clusters Score -2262922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2262924.000000 Penalty: 4844.450684
	Iteration 42Q: 3 clusters Score -2262924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2262924.250000 Penalty: 4844.450684
	Iteration 43Q: 3 clusters Score -2262924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2262927.500000 Penalty: 4844.450684
	Iteration 44Q: 3 clusters Score -2262928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2262930.000000 Penalty: 4844.450684
	Iteration 45Q: 3 clusters Score -2262930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2262931.500000 Penalty: 4844.450684
	Iteration 46Q: 3 clusters Score -2262932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2262935.750000 Penalty: 4844.450684
	Iteration 47Q: 3 clusters Score -2262936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2262935.750000 Penalty: 4844.450684
	Iteration 48F: 3 clusters Score -2262936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -60578.882812 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -60578.88 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 280 members 
Entering Unmasked Estep 
Score: -59051.164062 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59051.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59297.152344 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59297.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59475.406250 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -59475.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59568.089844 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -59568.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59630.324219 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -59630.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59689.601562 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -59689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59757.519531 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -59757.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59837.195312 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -59837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59857.988281 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -59857.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59875.476562 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -59875.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59899.128906 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -59899.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59933.140625 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -59933.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59959.199219 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -59959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60047.613281 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -60047.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60195.585938 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -60195.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60220.902344 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -60220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60240.578125 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -60240.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60243.082031 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -60243.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60244.257812 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -60244.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60244.257812 Penalty: 3128.816650
	Iteration 19F: 3 clusters Score -60244.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -650923.312500 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -650923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -646290.687500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -646290.7 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -647389.500000 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -647389.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -647580.375000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -647580.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -647706.875000 Penalty: 4255.949707
	Iteration 3Q: 3 clusters Score -647706.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -647790.625000 Penalty: 4255.949707
	Iteration 4Q: 3 clusters Score -647790.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -647858.250000 Penalty: 4255.949707
	Iteration 5Q: 3 clusters Score -647858.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -647913.125000 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -647913.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -647980.750000 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -647980.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -648067.000000 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -648067 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -648208.750000 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -648208.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -648380.062500 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -648380.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -648585.125000 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -648585.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -648778.375000 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -648778.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -648956.875000 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -648956.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -649120.000000 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -649120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -649243.937500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -649243.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -649338.937500 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -649338.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -649415.500000 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -649415.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -649472.437500 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -649472.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -649517.187500 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -649517.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -649544.562500 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -649544.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -649564.000000 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -649564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -649574.437500 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -649574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -649586.875000 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -649586.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -649605.500000 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -649605.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -649616.000000 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -649616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -649630.125000 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -649630.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -649641.812500 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -649641.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -649652.687500 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -649652.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -649661.312500 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -649661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -649669.187500 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -649669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -649675.562500 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -649675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -649683.750000 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -649683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -649691.000000 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -649691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -649696.500000 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -649696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -649701.187500 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -649701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -649705.375000 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -649705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -649708.625000 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -649708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -649714.125000 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -649714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -649719.062500 Penalty: 4255.949707
	Iteration 39Q: 3 clusters Score -649719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -649721.312500 Penalty: 4255.949707
	Iteration 40F: 3 clusters Score -649721.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Entering Unmasked Estep 
Score: -5570438.500000 Penalty: 2645.912354
	Iteration 0F: 2 clusters Score -5570438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5541269.000000 Penalty: 5291.824707
	Iteration 0F: 3 clusters Score -5541269 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5552149.000000 Penalty: 5291.824707
	Iteration 1F: 3 clusters Score -5552149 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -5552758.500000 Penalty: 5291.824707
	Iteration 2Q: 3 clusters Score -5552758 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5553476.500000 Penalty: 5291.824707
	Iteration 3Q: 3 clusters Score -5553476 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5554417.000000 Penalty: 5291.824707
	Iteration 4Q: 3 clusters Score -5554417 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5555742.000000 Penalty: 5291.824707
	Iteration 5F: 3 clusters Score -5555742 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -5557574.000000 Penalty: 5291.824707
	Iteration 6F: 3 clusters Score -5557574 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -5559921.500000 Penalty: 5291.824707
	Iteration 7F: 3 clusters Score -5559922 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5562476.000000 Penalty: 5291.824707
	Iteration 8F: 3 clusters Score -5562476 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5564583.500000 Penalty: 5291.824707
	Iteration 9Q: 3 clusters Score -5564584 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5566031.000000 Penalty: 5291.824707
	Iteration 10Q: 3 clusters Score -5566031 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5566794.500000 Penalty: 5291.824707
	Iteration 11Q: 3 clusters Score -5566794 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5567127.000000 Penalty: 5291.824707
	Iteration 12Q: 3 clusters Score -5567127 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5567320.500000 Penalty: 5291.824707
	Iteration 13Q: 3 clusters Score -5567320 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -5567418.500000 Penalty: 5291.824707
	Iteration 14Q: 3 clusters Score -5567418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5567525.500000 Penalty: 5291.824707
	Iteration 15Q: 3 clusters Score -5567526 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5567575.000000 Penalty: 5291.824707
	Iteration 16Q: 3 clusters Score -5567575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -5567658.500000 Penalty: 5291.824707
	Iteration 17Q: 3 clusters Score -5567658 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5567697.500000 Penalty: 5291.824707
	Iteration 18Q: 3 clusters Score -5567698 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5567750.000000 Penalty: 5291.824707
	Iteration 19Q: 3 clusters Score -5567750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5567788.000000 Penalty: 5291.824707
	Iteration 20F: 3 clusters Score -5567788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5567817.500000 Penalty: 5291.824707
	Iteration 21Q: 3 clusters Score -5567818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5567876.500000 Penalty: 5291.824707
	Iteration 22Q: 3 clusters Score -5567876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5567920.000000 Penalty: 5291.824707
	Iteration 23Q: 3 clusters Score -5567920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5567953.500000 Penalty: 5291.824707
	Iteration 24Q: 3 clusters Score -5567954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5567992.500000 Penalty: 5291.824707
	Iteration 25Q: 3 clusters Score -5567992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5568017.000000 Penalty: 5291.824707
	Iteration 26Q: 3 clusters Score -5568017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5568054.500000 Penalty: 5291.824707
	Iteration 27Q: 3 clusters Score -5568054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5568077.500000 Penalty: 5291.824707
	Iteration 28Q: 3 clusters Score -5568078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -5568105.500000 Penalty: 5291.824707
	Iteration 29Q: 3 clusters Score -5568106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5568119.000000 Penalty: 5291.824707
	Iteration 30Q: 3 clusters Score -5568119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5568120.000000 Penalty: 5291.824707
	Iteration 31Q: 3 clusters Score -5568120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5568134.500000 Penalty: 5291.824707
	Iteration 32Q: 3 clusters Score -5568134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5568158.000000 Penalty: 5291.824707
	Iteration 33Q: 3 clusters Score -5568158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -5568178.500000 Penalty: 5291.824707
	Iteration 34Q: 3 clusters Score -5568178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5568179.000000 Penalty: 5291.824707
	Iteration 35Q: 3 clusters Score -5568179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5568181.000000 Penalty: 5291.824707
	Iteration 36Q: 3 clusters Score -5568181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5568188.500000 Penalty: 5291.824707
	Iteration 37Q: 3 clusters Score -5568188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5568193.500000 Penalty: 5291.824707
	Iteration 38Q: 3 clusters Score -5568194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5568198.000000 Penalty: 5291.824707
	Iteration 39Q: 3 clusters Score -5568198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5568195.500000 Penalty: 5291.824707
	Iteration 40F: 3 clusters Score -5568196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5568197.000000 Penalty: 5291.824707
	Iteration 41Q: 3 clusters Score -5568197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5568193.500000 Penalty: 5291.824707
	Iteration 42Q: 3 clusters Score -5568194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5568194.000000 Penalty: 5291.824707
	Iteration 43Q: 3 clusters Score -5568194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5568196.500000 Penalty: 5291.824707
	Iteration 44Q: 3 clusters Score -5568196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5568194.000000 Penalty: 5291.824707
	Iteration 45Q: 3 clusters Score -5568194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5568192.000000 Penalty: 5291.824707
	Iteration 46Q: 3 clusters Score -5568192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5568196.000000 Penalty: 5291.824707
	Iteration 47Q: 3 clusters Score -5568196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5568196.000000 Penalty: 5291.824707
	Iteration 48F: 3 clusters Score -5568196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -250083.515625 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -250083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -247481.968750 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -247482 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -247937.500000 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -247937.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -248062.968750 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -248063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248129.109375 Penalty: 3769.799561
	Iteration 3Q: 3 clusters Score -248129.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -248184.296875 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -248184.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -248222.515625 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -248222.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -248253.718750 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -248253.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -248283.687500 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -248283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -248303.281250 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -248303.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -248318.343750 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -248318.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -248329.984375 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -248330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -248335.078125 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -248335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -248343.296875 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -248343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -248350.062500 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -248350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -248356.937500 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -248356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -248365.968750 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -248366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -248369.468750 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -248369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -248376.109375 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -248376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -248381.296875 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -248381.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -248386.890625 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -248386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -248393.781250 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -248393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -248396.375000 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -248396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -248397.343750 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -248397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248398.906250 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -248398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -248401.343750 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -248401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -248402.484375 Penalty: 3769.799561
	Iteration 25Q: 3 clusters Score -248402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -248404.000000 Penalty: 3769.799561
	Iteration 26Q: 3 clusters Score -248404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -248405.218750 Penalty: 3769.799561
	Iteration 27Q: 3 clusters Score -248405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248405.156250 Penalty: 3769.799561
	Iteration 28Q: 3 clusters Score -248405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248405.156250 Penalty: 3769.799561
	Iteration 29F: 3 clusters Score -248405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -215131.031250 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -215131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212699.000000 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -212699 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -213071.359375 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -213071.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -213154.187500 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -213154.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -213211.078125 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -213211.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -213244.812500 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -213244.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -213272.734375 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -213272.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213292.078125 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -213292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -213303.046875 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -213303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213311.093750 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -213311.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213321.390625 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -213321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213332.562500 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -213332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213340.437500 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -213340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213344.109375 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -213344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213349.203125 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -213349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213353.125000 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -213353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213356.781250 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -213356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213362.031250 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -213362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213364.828125 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -213364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213366.421875 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -213366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213367.437500 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -213367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213367.437500 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -213367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130608 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50190 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 10617 members 
Mstep: Class 9 contains 274147 members 
Mstep: Class 10 contains 236700 members 
Mstep: Class 11 contains 51085 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7788 members 
Mstep: Class 16 contains 23533 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 43002 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066776.000000 Penalty: 78356.250000
Iteration 239Q: 24 clusters Score -1.160668e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130662 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50180 members 
Mstep: Class 7 contains 17634 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 274249 members 
Mstep: Class 10 contains 236703 members 
Mstep: Class 11 contains 51069 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 23531 members 
Mstep: Class 17 contains 23757 members 
Mstep: Class 18 contains 17433 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42983 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066728.000000 Penalty: 78356.250000
Iteration 240F: 24 clusters Score -1.160667e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130705 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 274386 members 
Mstep: Class 10 contains 236706 members 
Mstep: Class 11 contains 51052 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 23527 members 
Mstep: Class 17 contains 23761 members 
Mstep: Class 18 contains 17415 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42965 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066640.000000 Penalty: 78356.250000
Iteration 241Q: 24 clusters Score -1.160666e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 130745 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50153 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 274513 members 
Mstep: Class 10 contains 236700 members 
Mstep: Class 11 contains 51034 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 23516 members 
Mstep: Class 17 contains 23775 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42941 members 
Mstep: Class 22 contains 2003 members 
Mstep: Class 23 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066760.000000 Penalty: 78356.250000
Iteration 242Q: 24 clusters Score -1.160668e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 130789 members 
Mstep: Class 3 contains 12347 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50145 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 274617 members 
Mstep: Class 10 contains 236688 members 
Mstep: Class 11 contains 51018 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7718 members 
Mstep: Class 16 contains 23510 members 
Mstep: Class 17 contains 23784 members 
Mstep: Class 18 contains 17366 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42924 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066664.000000 Penalty: 78356.250000
Iteration 243Q: 24 clusters Score -1.160667e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 130844 members 
Mstep: Class 3 contains 12344 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50133 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 10280 members 
Mstep: Class 9 contains 274694 members 
Mstep: Class 10 contains 236676 members 
Mstep: Class 11 contains 51010 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7705 members 
Mstep: Class 16 contains 23509 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 17348 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42905 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066672.000000 Penalty: 78356.250000
Iteration 244Q: 24 clusters Score -1.160667e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 130894 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 274796 members 
Mstep: Class 10 contains 236664 members 
Mstep: Class 11 contains 50998 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 23504 members 
Mstep: Class 17 contains 23823 members 
Mstep: Class 18 contains 17332 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42896 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066688.000000 Penalty: 78356.250000
Iteration 245Q: 24 clusters Score -1.160667e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 130955 members 
Mstep: Class 3 contains 12341 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50096 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 274901 members 
Mstep: Class 10 contains 236652 members 
Mstep: Class 11 contains 50983 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7664 members 
Mstep: Class 16 contains 23496 members 
Mstep: Class 17 contains 23838 members 
Mstep: Class 18 contains 17307 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42893 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066840.000000 Penalty: 78356.250000
Iteration 246Q: 24 clusters Score -1.160668e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 130996 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50079 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 275021 members 
Mstep: Class 10 contains 236641 members 
Mstep: Class 11 contains 50971 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7640 members 
Mstep: Class 16 contains 23492 members 
Mstep: Class 17 contains 23866 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42885 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066984.000000 Penalty: 78356.250000
Iteration 247Q: 24 clusters Score -1.16067e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 131019 members 
Mstep: Class 3 contains 12341 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50067 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 275169 members 
Mstep: Class 10 contains 236626 members 
Mstep: Class 11 contains 50957 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7622 members 
Mstep: Class 16 contains 23489 members 
Mstep: Class 17 contains 23880 members 
Mstep: Class 18 contains 17267 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42868 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066912.000000 Penalty: 78356.250000
Iteration 248Q: 24 clusters Score -1.160669e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 131055 members 
Mstep: Class 3 contains 12338 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50058 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 9873 members 
Mstep: Class 9 contains 275297 members 
Mstep: Class 10 contains 236613 members 
Mstep: Class 11 contains 50936 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7610 members 
Mstep: Class 16 contains 23484 members 
Mstep: Class 17 contains 23889 members 
Mstep: Class 18 contains 17254 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42854 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 249Q: 24 clusters Score -1.160669e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 131096 members 
Mstep: Class 3 contains 12340 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50042 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 9810 members 
Mstep: Class 9 contains 275405 members 
Mstep: Class 10 contains 236605 members 
Mstep: Class 11 contains 50914 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 16 contains 23481 members 
Mstep: Class 17 contains 23900 members 
Mstep: Class 18 contains 17236 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42843 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 250Q: 24 clusters Score -1.160669e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 131120 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 9745 members 
Mstep: Class 9 contains 275510 members 
Mstep: Class 10 contains 236600 members 
Mstep: Class 11 contains 50896 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 23472 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 17220 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42837 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 251Q: 24 clusters Score -1.160669e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 131151 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 275576 members 
Mstep: Class 10 contains 236591 members 
Mstep: Class 11 contains 50874 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 23462 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 17214 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42830 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066912.000000 Penalty: 78356.250000
Iteration 252Q: 24 clusters Score -1.160669e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131178 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 275649 members 
Mstep: Class 10 contains 236579 members 
Mstep: Class 11 contains 50856 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7565 members 
Mstep: Class 16 contains 23449 members 
Mstep: Class 17 contains 23909 members 
Mstep: Class 18 contains 17208 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42829 members 
Mstep: Class 22 contains 2003 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066856.000000 Penalty: 78356.250000
Iteration 253Q: 24 clusters Score -1.160669e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131211 members 
Mstep: Class 3 contains 12350 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 50042 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 275701 members 
Mstep: Class 10 contains 236569 members 
Mstep: Class 11 contains 50842 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7555 members 
Mstep: Class 16 contains 23447 members 
Mstep: Class 17 contains 23923 members 
Mstep: Class 18 contains 17204 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42825 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 254Q: 24 clusters Score -1.160669e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131242 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 50033 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 9544 members 
Mstep: Class 9 contains 275772 members 
Mstep: Class 10 contains 236567 members 
Mstep: Class 11 contains 50827 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 23436 members 
Mstep: Class 17 contains 23942 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42819 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066864.000000 Penalty: 78356.250000
Iteration 255Q: 24 clusters Score -1.160669e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131249 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 9493 members 
Mstep: Class 9 contains 275862 members 
Mstep: Class 10 contains 236566 members 
Mstep: Class 11 contains 50815 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 7517 members 
Mstep: Class 16 contains 23426 members 
Mstep: Class 17 contains 23958 members 
Mstep: Class 18 contains 17178 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42813 members 
Mstep: Class 22 contains 2003 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066848.000000 Penalty: 78356.250000
Iteration 256Q: 24 clusters Score -1.160668e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131257 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 50053 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 275952 members 
Mstep: Class 10 contains 236556 members 
Mstep: Class 11 contains 50806 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 23413 members 
Mstep: Class 17 contains 23969 members 
Mstep: Class 18 contains 17174 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42804 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 257Q: 24 clusters Score -1.160669e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131265 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 50051 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 276052 members 
Mstep: Class 10 contains 236548 members 
Mstep: Class 11 contains 50798 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 23400 members 
Mstep: Class 17 contains 23986 members 
Mstep: Class 18 contains 17167 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42800 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066864.000000 Penalty: 78356.250000
Iteration 258Q: 24 clusters Score -1.160669e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131286 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 50051 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 276147 members 
Mstep: Class 10 contains 236533 members 
Mstep: Class 11 contains 50787 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 23398 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42790 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066960.000000 Penalty: 78356.250000
Iteration 259Q: 24 clusters Score -1.16067e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131296 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 50053 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 9253 members 
Mstep: Class 9 contains 276257 members 
Mstep: Class 10 contains 236520 members 
Mstep: Class 11 contains 50777 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 23387 members 
Mstep: Class 17 contains 24023 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42781 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066856.000000 Penalty: 78356.250000
Iteration 260F: 24 clusters Score -1.160669e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131330 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 50051 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 9192 members 
Mstep: Class 9 contains 276360 members 
Mstep: Class 10 contains 236509 members 
Mstep: Class 11 contains 50764 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 23379 members 
Mstep: Class 17 contains 24039 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42773 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066888.000000 Penalty: 78356.250000
Iteration 261Q: 24 clusters Score -1.160669e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131370 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 50047 members 
Mstep: Class 7 contains 17552 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 276458 members 
Mstep: Class 10 contains 236489 members 
Mstep: Class 11 contains 50751 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 7382 members 
Mstep: Class 16 contains 23367 members 
Mstep: Class 17 contains 24047 members 
Mstep: Class 18 contains 17123 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42772 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 262Q: 24 clusters Score -1.160669e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 131409 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 50052 members 
Mstep: Class 7 contains 17547 members 
Mstep: Class 8 contains 9065 members 
Mstep: Class 9 contains 276554 members 
Mstep: Class 10 contains 236479 members 
Mstep: Class 11 contains 50730 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 7359 members 
Mstep: Class 16 contains 23355 members 
Mstep: Class 17 contains 24066 members 
Mstep: Class 18 contains 17110 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42764 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066936.000000 Penalty: 78356.250000
Iteration 263Q: 24 clusters Score -1.160669e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 131450 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 9003 members 
Mstep: Class 9 contains 276648 members 
Mstep: Class 10 contains 236478 members 
Mstep: Class 11 contains 50718 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 23342 members 
Mstep: Class 17 contains 24072 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42754 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066776.000000 Penalty: 78356.250000
Iteration 264Q: 24 clusters Score -1.160668e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 131481 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 50044 members 
Mstep: Class 7 contains 17524 members 
Mstep: Class 8 contains 8950 members 
Mstep: Class 9 contains 276726 members 
Mstep: Class 10 contains 236471 members 
Mstep: Class 11 contains 50710 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 7324 members 
Mstep: Class 16 contains 23335 members 
Mstep: Class 17 contains 24089 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42740 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066928.000000 Penalty: 78356.250000
Iteration 265Q: 24 clusters Score -1.160669e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 131511 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 276786 members 
Mstep: Class 10 contains 236472 members 
Mstep: Class 11 contains 50696 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 7308 members 
Mstep: Class 16 contains 23328 members 
Mstep: Class 17 contains 24096 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42731 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066872.000000 Penalty: 78356.250000
Iteration 266Q: 24 clusters Score -1.160669e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 131549 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 276844 members 
Mstep: Class 10 contains 236469 members 
Mstep: Class 11 contains 50687 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 7288 members 
Mstep: Class 16 contains 23316 members 
Mstep: Class 17 contains 24109 members 
Mstep: Class 18 contains 17081 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42728 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066848.000000 Penalty: 78356.250000
Iteration 267Q: 24 clusters Score -1.160668e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131570 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 50042 members 
Mstep: Class 7 contains 17501 members 
Mstep: Class 8 contains 8821 members 
Mstep: Class 9 contains 276896 members 
Mstep: Class 10 contains 236460 members 
Mstep: Class 11 contains 50674 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 23315 members 
Mstep: Class 17 contains 24133 members 
Mstep: Class 18 contains 17074 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42721 members 
Mstep: Class 22 contains 2009 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066920.000000 Penalty: 78356.250000
Iteration 268Q: 24 clusters Score -1.160669e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 131590 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 7 contains 17494 members 
Mstep: Class 8 contains 8790 members 
Mstep: Class 9 contains 276935 members 
Mstep: Class 10 contains 236458 members 
Mstep: Class 11 contains 50660 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 23313 members 
Mstep: Class 17 contains 24162 members 
Mstep: Class 18 contains 17060 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42725 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066840.000000 Penalty: 78356.250000
Iteration 269Q: 24 clusters Score -1.160668e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 131616 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 50041 members 
Mstep: Class 7 contains 17485 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 276965 members 
Mstep: Class 10 contains 236458 members 
Mstep: Class 11 contains 50650 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 7221 members 
Mstep: Class 16 contains 23302 members 
Mstep: Class 17 contains 24193 members 
Mstep: Class 18 contains 17052 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42726 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066968.000000 Penalty: 78356.250000
Iteration 270Q: 24 clusters Score -1.16067e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131641 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50042 members 
Mstep: Class 7 contains 17480 members 
Mstep: Class 8 contains 8727 members 
Mstep: Class 9 contains 277004 members 
Mstep: Class 10 contains 236460 members 
Mstep: Class 11 contains 50634 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 7197 members 
Mstep: Class 16 contains 23293 members 
Mstep: Class 17 contains 24217 members 
Mstep: Class 18 contains 17051 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42726 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067200.000000 Penalty: 78356.250000
Iteration 271Q: 24 clusters Score -1.160672e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131665 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 50048 members 
Mstep: Class 7 contains 17474 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 277037 members 
Mstep: Class 10 contains 236462 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 7172 members 
Mstep: Class 16 contains 23290 members 
Mstep: Class 17 contains 24242 members 
Mstep: Class 18 contains 17048 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42719 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067304.000000 Penalty: 78356.250000
Iteration 272Q: 24 clusters Score -1.160673e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131688 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 50052 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 277063 members 
Mstep: Class 10 contains 236462 members 
Mstep: Class 11 contains 50616 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 23285 members 
Mstep: Class 17 contains 24261 members 
Mstep: Class 18 contains 17042 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42714 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067248.000000 Penalty: 78356.250000
Iteration 273Q: 24 clusters Score -1.160672e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131711 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50049 members 
Mstep: Class 7 contains 17458 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 277097 members 
Mstep: Class 10 contains 236462 members 
Mstep: Class 11 contains 50613 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 7134 members 
Mstep: Class 16 contains 23278 members 
Mstep: Class 17 contains 24281 members 
Mstep: Class 18 contains 17037 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42711 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067408.000000 Penalty: 78356.250000
Iteration 274Q: 24 clusters Score -1.160674e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131733 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50047 members 
Mstep: Class 7 contains 17451 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 277132 members 
Mstep: Class 10 contains 236462 members 
Mstep: Class 11 contains 50611 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 23269 members 
Mstep: Class 17 contains 24302 members 
Mstep: Class 18 contains 17025 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42704 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067408.000000 Penalty: 78356.250000
Iteration 275Q: 24 clusters Score -1.160674e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 131745 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50037 members 
Mstep: Class 7 contains 17443 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 277191 members 
Mstep: Class 10 contains 236458 members 
Mstep: Class 11 contains 50602 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 7080 members 
Mstep: Class 16 contains 23267 members 
Mstep: Class 17 contains 24324 members 
Mstep: Class 18 contains 17020 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42693 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 78356.250000
Iteration 276Q: 24 clusters Score -1.160674e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 131757 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50034 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 277240 members 
Mstep: Class 10 contains 236440 members 
Mstep: Class 11 contains 50597 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 23265 members 
Mstep: Class 17 contains 24347 members 
Mstep: Class 18 contains 17014 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42691 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067520.000000 Penalty: 78356.250000
Iteration 277Q: 24 clusters Score -1.160675e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 131752 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50029 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 8 contains 8565 members 
Mstep: Class 9 contains 277322 members 
Mstep: Class 10 contains 236422 members 
Mstep: Class 11 contains 50592 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 23262 members 
Mstep: Class 17 contains 24363 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42688 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067432.000000 Penalty: 78356.250000
Iteration 278Q: 24 clusters Score -1.160674e+08 nChanged 192
Entering ConstructFrom: 
Score: -116067432.000000 Penalty: 78356.250000
Entering ConstructFrom: 
Trying to split cluster 1 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1282508.500000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1282508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1274736.250000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1274736 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1276997.500000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1276998 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1277460.000000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1277460 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1277905.875000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1277906 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1278338.000000 Penalty: 4573.853516
	Iteration 4F: 3 clusters Score -1278338 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1278792.875000 Penalty: 4573.853516
	Iteration 5F: 3 clusters Score -1278793 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1279251.750000 Penalty: 4573.853516
	Iteration 6F: 3 clusters Score -1279252 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1279669.000000 Penalty: 4573.853516
	Iteration 7F: 3 clusters Score -1279669 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1280012.125000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1280012 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1280275.375000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1280275 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1280487.250000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1280487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1280655.125000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1280655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1280780.625000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1280781 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1280922.500000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1280922 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1281025.000000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1281025 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1281087.500000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1281088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1281134.250000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1281134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1281155.500000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1281156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1281167.750000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1281168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1281172.625000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1281173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1281177.125000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1281177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1281177.875000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1281178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1281180.375000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1281180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1281183.000000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1281183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1281183.250000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1281183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1281185.875000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1281186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1281188.125000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1281188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1281191.375000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1281191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1281192.000000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1281192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1281193.500000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1281194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1281192.875000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1281193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1281191.375000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1281191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1281192.875000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1281193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1281194.750000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1281195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1281194.750000 Penalty: 4573.853516
	Iteration 34F: 3 clusters Score -1281195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (131751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Entering Unmasked Estep 
Score: -16889948.000000 Penalty: 2923.589844
	Iteration 0F: 2 clusters Score -1.688995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -16802132.000000 Penalty: 5847.179688
	Iteration 0F: 3 clusters Score -1.680213e+07 nChanged 62861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -16839068.000000 Penalty: 5847.179688
	Iteration 1F: 3 clusters Score -1.683907e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -16840792.000000 Penalty: 5847.179688
	Iteration 2Q: 3 clusters Score -1.684079e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -16843710.000000 Penalty: 5847.179688
	Iteration 3Q: 3 clusters Score -1.684371e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -16848682.000000 Penalty: 5847.179688
	Iteration 4F: 3 clusters Score -1.684868e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -16855744.000000 Penalty: 5847.179688
	Iteration 5F: 3 clusters Score -1.685574e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -16865274.000000 Penalty: 5847.179688
	Iteration 6F: 3 clusters Score -1.686527e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -16874158.000000 Penalty: 5847.179688
	Iteration 7F: 3 clusters Score -1.687416e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -16878842.000000 Penalty: 5847.179688
	Iteration 8Q: 3 clusters Score -1.687884e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -16880520.000000 Penalty: 5847.179688
	Iteration 9Q: 3 clusters Score -1.688052e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -16881500.000000 Penalty: 5847.179688
	Iteration 10Q: 3 clusters Score -1.68815e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -16882176.000000 Penalty: 5847.179688
	Iteration 11Q: 3 clusters Score -1.688218e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -16882786.000000 Penalty: 5847.179688
	Iteration 12Q: 3 clusters Score -1.688279e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -16883318.000000 Penalty: 5847.179688
	Iteration 13Q: 3 clusters Score -1.688332e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -16883834.000000 Penalty: 5847.179688
	Iteration 14Q: 3 clusters Score -1.688383e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -16884306.000000 Penalty: 5847.179688
	Iteration 15Q: 3 clusters Score -1.688431e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -16884568.000000 Penalty: 5847.179688
	Iteration 16Q: 3 clusters Score -1.688457e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -16884970.000000 Penalty: 5847.179688
	Iteration 17Q: 3 clusters Score -1.688497e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 118850 members 
Entering Unmasked Estep 
Score: -16885290.000000 Penalty: 5847.179688
	Iteration 18Q: 3 clusters Score -1.688529e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -16885638.000000 Penalty: 5847.179688
	Iteration 19Q: 3 clusters Score -1.688564e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 120933 members 
Entering Unmasked Estep 
Score: -16885916.000000 Penalty: 5847.179688
	Iteration 20F: 3 clusters Score -1.688592e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -16886194.000000 Penalty: 5847.179688
	Iteration 21Q: 3 clusters Score -1.688619e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -16886460.000000 Penalty: 5847.179688
	Iteration 22Q: 3 clusters Score -1.688646e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -16886608.000000 Penalty: 5847.179688
	Iteration 23Q: 3 clusters Score -1.688661e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 124060 members 
Entering Unmasked Estep 
Score: -16886768.000000 Penalty: 5847.179688
	Iteration 24Q: 3 clusters Score -1.688677e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -16886890.000000 Penalty: 5847.179688
	Iteration 25Q: 3 clusters Score -1.688689e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -16887056.000000 Penalty: 5847.179688
	Iteration 26Q: 3 clusters Score -1.688706e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -16887188.000000 Penalty: 5847.179688
	Iteration 27Q: 3 clusters Score -1.688719e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -16887274.000000 Penalty: 5847.179688
	Iteration 28Q: 3 clusters Score -1.688727e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -16887418.000000 Penalty: 5847.179688
	Iteration 29Q: 3 clusters Score -1.688742e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16887480.000000 Penalty: 5847.179688
	Iteration 30Q: 3 clusters Score -1.688748e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -16887546.000000 Penalty: 5847.179688
	Iteration 31Q: 3 clusters Score -1.688755e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 127455 members 
Entering Unmasked Estep 
Score: -16887550.000000 Penalty: 5847.179688
	Iteration 32Q: 3 clusters Score -1.688755e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -16887598.000000 Penalty: 5847.179688
	Iteration 33Q: 3 clusters Score -1.68876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 127905 members 
Entering Unmasked Estep 
Score: -16887604.000000 Penalty: 5847.179688
	Iteration 34Q: 3 clusters Score -1.68876e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -16887620.000000 Penalty: 5847.179688
	Iteration 35Q: 3 clusters Score -1.688762e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -16887614.000000 Penalty: 5847.179688
	Iteration 36Q: 3 clusters Score -1.688761e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -16887640.000000 Penalty: 5847.179688
	Iteration 37Q: 3 clusters Score -1.688764e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 128481 members 
Entering Unmasked Estep 
Score: -16887640.000000 Penalty: 5847.179688
	Iteration 38Q: 3 clusters Score -1.688764e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -16887688.000000 Penalty: 5847.179688
	Iteration 39Q: 3 clusters Score -1.688769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 128670 members 
Entering Unmasked Estep 
Score: -16887718.000000 Penalty: 5847.179688
	Iteration 40F: 3 clusters Score -1.688772e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 128754 members 
Entering Unmasked Estep 
Score: -16887710.000000 Penalty: 5847.179688
	Iteration 41Q: 3 clusters Score -1.688771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 128836 members 
Entering Unmasked Estep 
Score: -16887766.000000 Penalty: 5847.179688
	Iteration 42Q: 3 clusters Score -1.688777e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 128894 members 
Entering Unmasked Estep 
Score: -16887800.000000 Penalty: 5847.179688
	Iteration 43Q: 3 clusters Score -1.68878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -16887794.000000 Penalty: 5847.179688
	Iteration 44Q: 3 clusters Score -1.688779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -16887802.000000 Penalty: 5847.179688
	Iteration 45Q: 3 clusters Score -1.68878e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 129038 members 
Entering Unmasked Estep 
Score: -16887826.000000 Penalty: 5847.179688
	Iteration 46Q: 3 clusters Score -1.688783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -16887830.000000 Penalty: 5847.179688
	Iteration 47Q: 3 clusters Score -1.688783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -16887840.000000 Penalty: 5847.179688
	Iteration 48Q: 3 clusters Score -1.688784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -16887834.000000 Penalty: 5847.179688
	Iteration 49Q: 3 clusters Score -1.688783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -16887804.000000 Penalty: 5847.179688
	Iteration 50Q: 3 clusters Score -1.68878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -16887826.000000 Penalty: 5847.179688
	Iteration 51Q: 3 clusters Score -1.688783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -16887820.000000 Penalty: 5847.179688
	Iteration 52Q: 3 clusters Score -1.688782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -16887830.000000 Penalty: 5847.179688
	Iteration 53Q: 3 clusters Score -1.688783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -16887818.000000 Penalty: 5847.179688
	Iteration 54Q: 3 clusters Score -1.688782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 129288 members 
Entering Unmasked Estep 
Score: -16887834.000000 Penalty: 5847.179688
	Iteration 55Q: 3 clusters Score -1.688783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -16887832.000000 Penalty: 5847.179688
	Iteration 56Q: 3 clusters Score -1.688783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 129323 members 
Entering Unmasked Estep 
Score: -16887832.000000 Penalty: 5847.179688
	Iteration 57Q: 3 clusters Score -1.688783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -16887844.000000 Penalty: 5847.179688
	Iteration 58Q: 3 clusters Score -1.688784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 129367 members 
Entering Unmasked Estep 
Score: -16887850.000000 Penalty: 5847.179688
	Iteration 59Q: 3 clusters Score -1.688785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -16887852.000000 Penalty: 5847.179688
	Iteration 60F: 3 clusters Score -1.688785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -16887858.000000 Penalty: 5847.179688
	Iteration 61Q: 3 clusters Score -1.688786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -16887848.000000 Penalty: 5847.179688
	Iteration 62Q: 3 clusters Score -1.688785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -16887846.000000 Penalty: 5847.179688
	Iteration 63Q: 3 clusters Score -1.688785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 129405 members 
Entering Unmasked Estep 
Score: -16887850.000000 Penalty: 5847.179688
	Iteration 64Q: 3 clusters Score -1.688785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -16887844.000000 Penalty: 5847.179688
	Iteration 65Q: 3 clusters Score -1.688784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 129415 members 
Entering Unmasked Estep 
Score: -16887836.000000 Penalty: 5847.179688
	Iteration 66Q: 3 clusters Score -1.688784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 129419 members 
Entering Unmasked Estep 
Score: -16887834.000000 Penalty: 5847.179688
	Iteration 67Q: 3 clusters Score -1.688783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -16887834.000000 Penalty: 5847.179688
	Iteration 68Q: 3 clusters Score -1.688783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 129431 members 
Entering Unmasked Estep 
Score: -16887854.000000 Penalty: 5847.179688
	Iteration 69Q: 3 clusters Score -1.688785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -16887860.000000 Penalty: 5847.179688
	Iteration 70Q: 3 clusters Score -1.688786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 129449 members 
Entering Unmasked Estep 
Score: -16887858.000000 Penalty: 5847.179688
	Iteration 71Q: 3 clusters Score -1.688786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 129459 members 
Entering Unmasked Estep 
Score: -16887852.000000 Penalty: 5847.179688
	Iteration 72Q: 3 clusters Score -1.688785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 129465 members 
Entering Unmasked Estep 
Score: -16887838.000000 Penalty: 5847.179688
	Iteration 73Q: 3 clusters Score -1.688784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 129469 members 
Entering Unmasked Estep 
Score: -16887854.000000 Penalty: 5847.179688
	Iteration 74Q: 3 clusters Score -1.688785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
Score: -16887844.000000 Penalty: 5847.179688
	Iteration 75Q: 3 clusters Score -1.688784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 129484 members 
Entering Unmasked Estep 
Score: -16887846.000000 Penalty: 5847.179688
	Iteration 76Q: 3 clusters Score -1.688785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -16887860.000000 Penalty: 5847.179688
	Iteration 77Q: 3 clusters Score -1.688786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 129493 members 
Entering Unmasked Estep 
Score: -16887860.000000 Penalty: 5847.179688
	Iteration 78Q: 3 clusters Score -1.688786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -16887852.000000 Penalty: 5847.179688
	Iteration 79Q: 3 clusters Score -1.688785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 129499 members 
Entering Unmasked Estep 
Score: -16887852.000000 Penalty: 5847.179688
	Iteration 80F: 3 clusters Score -1.688785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -16887848.000000 Penalty: 5847.179688
	Iteration 81Q: 3 clusters Score -1.688785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -16887848.000000 Penalty: 5847.179688
	Iteration 82Q: 3 clusters Score -1.688785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 129502 members 
Entering Unmasked Estep 
Score: -16887856.000000 Penalty: 5847.179688
	Iteration 83Q: 3 clusters Score -1.688786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 129504 members 
Entering Unmasked Estep 
Score: -16887858.000000 Penalty: 5847.179688
	Iteration 84Q: 3 clusters Score -1.688786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
Score: -16887862.000000 Penalty: 5847.179688
	Iteration 85Q: 3 clusters Score -1.688786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -16887864.000000 Penalty: 5847.179688
	Iteration 86Q: 3 clusters Score -1.688786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 129517 members 
Entering Unmasked Estep 
Score: -16887868.000000 Penalty: 5847.179688
	Iteration 87Q: 3 clusters Score -1.688787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 129523 members 
Entering Unmasked Estep 
Score: -16887866.000000 Penalty: 5847.179688
	Iteration 88Q: 3 clusters Score -1.688787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 129527 members 
Entering Unmasked Estep 
Score: -16887856.000000 Penalty: 5847.179688
	Iteration 89Q: 3 clusters Score -1.688786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -16887862.000000 Penalty: 5847.179688
	Iteration 90Q: 3 clusters Score -1.688786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -16887856.000000 Penalty: 5847.179688
	Iteration 91Q: 3 clusters Score -1.688786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -16887866.000000 Penalty: 5847.179688
	Iteration 92Q: 3 clusters Score -1.688787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -16887866.000000 Penalty: 5847.179688
	Iteration 93Q: 3 clusters Score -1.688787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -16887866.000000 Penalty: 5847.179688
	Iteration 94F: 3 clusters Score -1.688787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Entering Unmasked Estep 
Score: -1493390.000000 Penalty: 2336.590332
	Iteration 0F: 2 clusters Score -1493390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1484184.625000 Penalty: 4673.180664
	Iteration 0F: 3 clusters Score -1484185 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1487063.250000 Penalty: 4673.180664
	Iteration 1F: 3 clusters Score -1487063 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1487392.375000 Penalty: 4673.180664
	Iteration 2F: 3 clusters Score -1487392 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1487634.500000 Penalty: 4673.180664
	Iteration 3Q: 3 clusters Score -1487634 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1487804.750000 Penalty: 4673.180664
	Iteration 4Q: 3 clusters Score -1487805 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1487911.500000 Penalty: 4673.180664
	Iteration 5Q: 3 clusters Score -1487912 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1488013.000000 Penalty: 4673.180664
	Iteration 6Q: 3 clusters Score -1488013 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1488098.875000 Penalty: 4673.180664
	Iteration 7Q: 3 clusters Score -1488099 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1488198.375000 Penalty: 4673.180664
	Iteration 8Q: 3 clusters Score -1488198 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1488319.875000 Penalty: 4673.180664
	Iteration 9Q: 3 clusters Score -1488320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1488476.625000 Penalty: 4673.180664
	Iteration 10Q: 3 clusters Score -1488477 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1488694.000000 Penalty: 4673.180664
	Iteration 11Q: 3 clusters Score -1488694 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1488966.375000 Penalty: 4673.180664
	Iteration 12Q: 3 clusters Score -1488966 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1489284.125000 Penalty: 4673.180664
	Iteration 13Q: 3 clusters Score -1489284 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1489656.625000 Penalty: 4673.180664
	Iteration 14Q: 3 clusters Score -1489657 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1490052.125000 Penalty: 4673.180664
	Iteration 15Q: 3 clusters Score -1490052 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1490405.250000 Penalty: 4673.180664
	Iteration 16Q: 3 clusters Score -1490405 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1490700.875000 Penalty: 4673.180664
	Iteration 17Q: 3 clusters Score -1490701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1490949.125000 Penalty: 4673.180664
	Iteration 18Q: 3 clusters Score -1490949 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1491132.625000 Penalty: 4673.180664
	Iteration 19Q: 3 clusters Score -1491133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1491252.625000 Penalty: 4673.180664
	Iteration 20F: 3 clusters Score -1491253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1491333.250000 Penalty: 4673.180664
	Iteration 21Q: 3 clusters Score -1491333 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1491385.250000 Penalty: 4673.180664
	Iteration 22Q: 3 clusters Score -1491385 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1491438.875000 Penalty: 4673.180664
	Iteration 23Q: 3 clusters Score -1491439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1491474.500000 Penalty: 4673.180664
	Iteration 24Q: 3 clusters Score -1491474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1491501.875000 Penalty: 4673.180664
	Iteration 25Q: 3 clusters Score -1491502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1491526.375000 Penalty: 4673.180664
	Iteration 26Q: 3 clusters Score -1491526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1491545.125000 Penalty: 4673.180664
	Iteration 27Q: 3 clusters Score -1491545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1491552.000000 Penalty: 4673.180664
	Iteration 28Q: 3 clusters Score -1491552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1491561.500000 Penalty: 4673.180664
	Iteration 29Q: 3 clusters Score -1491562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1491566.000000 Penalty: 4673.180664
	Iteration 30Q: 3 clusters Score -1491566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1491568.750000 Penalty: 4673.180664
	Iteration 31Q: 3 clusters Score -1491569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1491568.125000 Penalty: 4673.180664
	Iteration 32Q: 3 clusters Score -1491568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1491568.125000 Penalty: 4673.180664
	Iteration 33F: 3 clusters Score -1491568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -277547.843750 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -277547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274799.781250 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -274799.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -275305.468750 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -275305.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -275450.593750 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -275450.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -275545.406250 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -275545.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -275604.656250 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -275604.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -275647.218750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -275647.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -275701.000000 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -275701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -275747.375000 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -275747.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275795.875000 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -275795.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -275831.937500 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -275831.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -275859.593750 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -275859.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -275883.562500 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -275883.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -275906.156250 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -275906.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -275918.937500 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -275918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -275931.781250 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -275931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -275944.812500 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -275944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -275953.750000 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -275953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -275962.000000 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -275962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -275967.656250 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -275967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -275971.187500 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -275971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -275975.968750 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -275976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -275978.156250 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -275978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275978.437500 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -275978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275978.437500 Penalty: 3837.641357
	Iteration 23F: 3 clusters Score -275978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -33043.667969 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -33043.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31775.169922 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -31775.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31905.978516 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -31905.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31937.376953 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -31937.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31965.605469 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -31965.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31988.193359 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -31988.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31999.029297 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -31999.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31999.029297 Penalty: 2835.645752
	Iteration 6F: 3 clusters Score -31999.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Entering Unmasked Estep 
Score: -6453947.500000 Penalty: 2683.443848
	Iteration 0F: 2 clusters Score -6453948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6420198.000000 Penalty: 5366.887695
	Iteration 0F: 3 clusters Score -6420198 nChanged 23120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -6432686.500000 Penalty: 5366.887695
	Iteration 1F: 3 clusters Score -6432686 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6433202.500000 Penalty: 5366.887695
	Iteration 2Q: 3 clusters Score -6433202 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6433710.000000 Penalty: 5366.887695
	Iteration 3Q: 3 clusters Score -6433710 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6434274.000000 Penalty: 5366.887695
	Iteration 4Q: 3 clusters Score -6434274 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6434895.500000 Penalty: 5366.887695
	Iteration 5Q: 3 clusters Score -6434896 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -6435655.500000 Penalty: 5366.887695
	Iteration 6Q: 3 clusters Score -6435656 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -6436755.500000 Penalty: 5366.887695
	Iteration 7Q: 3 clusters Score -6436756 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6438386.500000 Penalty: 5366.887695
	Iteration 8F: 3 clusters Score -6438386 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -6440522.500000 Penalty: 5366.887695
	Iteration 9F: 3 clusters Score -6440522 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -6442573.000000 Penalty: 5366.887695
	Iteration 10F: 3 clusters Score -6442573 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -6443847.500000 Penalty: 5366.887695
	Iteration 11F: 3 clusters Score -6443848 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -6444417.500000 Penalty: 5366.887695
	Iteration 12Q: 3 clusters Score -6444418 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -6444648.000000 Penalty: 5366.887695
	Iteration 13Q: 3 clusters Score -6444648 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -6444845.500000 Penalty: 5366.887695
	Iteration 14Q: 3 clusters Score -6444846 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -6444992.000000 Penalty: 5366.887695
	Iteration 15Q: 3 clusters Score -6444992 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6445214.000000 Penalty: 5366.887695
	Iteration 16Q: 3 clusters Score -6445214 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -6445382.500000 Penalty: 5366.887695
	Iteration 17Q: 3 clusters Score -6445382 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6445587.000000 Penalty: 5366.887695
	Iteration 18Q: 3 clusters Score -6445587 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6445840.500000 Penalty: 5366.887695
	Iteration 19Q: 3 clusters Score -6445840 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6446024.000000 Penalty: 5366.887695
	Iteration 20F: 3 clusters Score -6446024 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -6446263.000000 Penalty: 5366.887695
	Iteration 21Q: 3 clusters Score -6446263 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -6446536.000000 Penalty: 5366.887695
	Iteration 22Q: 3 clusters Score -6446536 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -6446815.500000 Penalty: 5366.887695
	Iteration 23Q: 3 clusters Score -6446816 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6447124.500000 Penalty: 5366.887695
	Iteration 24Q: 3 clusters Score -6447124 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -6447403.500000 Penalty: 5366.887695
	Iteration 25Q: 3 clusters Score -6447404 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -6447684.000000 Penalty: 5366.887695
	Iteration 26Q: 3 clusters Score -6447684 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -6447990.500000 Penalty: 5366.887695
	Iteration 27Q: 3 clusters Score -6447990 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -6448277.500000 Penalty: 5366.887695
	Iteration 28Q: 3 clusters Score -6448278 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -6448533.000000 Penalty: 5366.887695
	Iteration 29Q: 3 clusters Score -6448533 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6448816.500000 Penalty: 5366.887695
	Iteration 30Q: 3 clusters Score -6448816 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -6448965.000000 Penalty: 5366.887695
	Iteration 31Q: 3 clusters Score -6448965 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -6449189.000000 Penalty: 5366.887695
	Iteration 32Q: 3 clusters Score -6449189 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6449335.500000 Penalty: 5366.887695
	Iteration 33Q: 3 clusters Score -6449336 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -6449505.500000 Penalty: 5366.887695
	Iteration 34Q: 3 clusters Score -6449506 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6449620.500000 Penalty: 5366.887695
	Iteration 35Q: 3 clusters Score -6449620 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6449748.000000 Penalty: 5366.887695
	Iteration 36Q: 3 clusters Score -6449748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -6449871.500000 Penalty: 5366.887695
	Iteration 37Q: 3 clusters Score -6449872 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -6449949.000000 Penalty: 5366.887695
	Iteration 38Q: 3 clusters Score -6449949 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6450046.000000 Penalty: 5366.887695
	Iteration 39Q: 3 clusters Score -6450046 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6450145.500000 Penalty: 5366.887695
	Iteration 40F: 3 clusters Score -6450146 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -6450258.500000 Penalty: 5366.887695
	Iteration 41Q: 3 clusters Score -6450258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6450375.000000 Penalty: 5366.887695
	Iteration 42Q: 3 clusters Score -6450375 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6450493.500000 Penalty: 5366.887695
	Iteration 43Q: 3 clusters Score -6450494 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -6450570.000000 Penalty: 5366.887695
	Iteration 44Q: 3 clusters Score -6450570 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6450663.500000 Penalty: 5366.887695
	Iteration 45Q: 3 clusters Score -6450664 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6450719.000000 Penalty: 5366.887695
	Iteration 46Q: 3 clusters Score -6450719 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6450863.000000 Penalty: 5366.887695
	Iteration 47Q: 3 clusters Score -6450863 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6450949.500000 Penalty: 5366.887695
	Iteration 48Q: 3 clusters Score -6450950 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6451038.500000 Penalty: 5366.887695
	Iteration 49Q: 3 clusters Score -6451038 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6451134.000000 Penalty: 5366.887695
	Iteration 50Q: 3 clusters Score -6451134 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6451190.000000 Penalty: 5366.887695
	Iteration 51Q: 3 clusters Score -6451190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6451227.000000 Penalty: 5366.887695
	Iteration 52Q: 3 clusters Score -6451227 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6451286.000000 Penalty: 5366.887695
	Iteration 53Q: 3 clusters Score -6451286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6451320.000000 Penalty: 5366.887695
	Iteration 54Q: 3 clusters Score -6451320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6451349.500000 Penalty: 5366.887695
	Iteration 55Q: 3 clusters Score -6451350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6451394.000000 Penalty: 5366.887695
	Iteration 56Q: 3 clusters Score -6451394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6451441.000000 Penalty: 5366.887695
	Iteration 57Q: 3 clusters Score -6451441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6451481.000000 Penalty: 5366.887695
	Iteration 58Q: 3 clusters Score -6451481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6451496.500000 Penalty: 5366.887695
	Iteration 59Q: 3 clusters Score -6451496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6451532.500000 Penalty: 5366.887695
	Iteration 60F: 3 clusters Score -6451532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6451541.000000 Penalty: 5366.887695
	Iteration 61Q: 3 clusters Score -6451541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6451572.000000 Penalty: 5366.887695
	Iteration 62Q: 3 clusters Score -6451572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6451610.500000 Penalty: 5366.887695
	Iteration 63Q: 3 clusters Score -6451610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6451621.500000 Penalty: 5366.887695
	Iteration 64Q: 3 clusters Score -6451622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6451631.500000 Penalty: 5366.887695
	Iteration 65Q: 3 clusters Score -6451632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6451653.000000 Penalty: 5366.887695
	Iteration 66Q: 3 clusters Score -6451653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6451680.000000 Penalty: 5366.887695
	Iteration 67Q: 3 clusters Score -6451680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6451701.500000 Penalty: 5366.887695
	Iteration 68Q: 3 clusters Score -6451702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6451718.500000 Penalty: 5366.887695
	Iteration 69Q: 3 clusters Score -6451718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6451744.000000 Penalty: 5366.887695
	Iteration 70Q: 3 clusters Score -6451744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6451767.500000 Penalty: 5366.887695
	Iteration 71Q: 3 clusters Score -6451768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6451776.500000 Penalty: 5366.887695
	Iteration 72Q: 3 clusters Score -6451776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6451781.000000 Penalty: 5366.887695
	Iteration 73Q: 3 clusters Score -6451781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6451783.500000 Penalty: 5366.887695
	Iteration 74Q: 3 clusters Score -6451784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6451786.000000 Penalty: 5366.887695
	Iteration 75Q: 3 clusters Score -6451786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6451785.500000 Penalty: 5366.887695
	Iteration 76Q: 3 clusters Score -6451786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6451785.500000 Penalty: 5366.887695
	Iteration 77Q: 3 clusters Score -6451786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6451790.000000 Penalty: 5366.887695
	Iteration 78Q: 3 clusters Score -6451790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6451788.000000 Penalty: 5366.887695
	Iteration 79Q: 3 clusters Score -6451788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6451786.500000 Penalty: 5366.887695
	Iteration 80F: 3 clusters Score -6451786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6451782.000000 Penalty: 5366.887695
	Iteration 81Q: 3 clusters Score -6451782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6451782.000000 Penalty: 5366.887695
	Iteration 82F: 3 clusters Score -6451782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Entering Unmasked Estep 
Score: -2251388.500000 Penalty: 2421.770020
	Iteration 0F: 2 clusters Score -2251388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2238956.500000 Penalty: 4843.540039
	Iteration 0F: 3 clusters Score -2238956 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2243525.250000 Penalty: 4843.540039
	Iteration 1F: 3 clusters Score -2243525 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2244520.250000 Penalty: 4843.540039
	Iteration 2F: 3 clusters Score -2244520 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2245551.250000 Penalty: 4843.540039
	Iteration 3F: 3 clusters Score -2245551 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2246668.250000 Penalty: 4843.540039
	Iteration 4F: 3 clusters Score -2246668 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2247726.250000 Penalty: 4843.540039
	Iteration 5F: 3 clusters Score -2247726 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2248729.500000 Penalty: 4843.540039
	Iteration 6F: 3 clusters Score -2248730 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2249486.250000 Penalty: 4843.540039
	Iteration 7Q: 3 clusters Score -2249486 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2249996.500000 Penalty: 4843.540039
	Iteration 8Q: 3 clusters Score -2249996 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2250310.000000 Penalty: 4843.540039
	Iteration 9Q: 3 clusters Score -2250310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2250472.500000 Penalty: 4843.540039
	Iteration 10Q: 3 clusters Score -2250472 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2250587.250000 Penalty: 4843.540039
	Iteration 11Q: 3 clusters Score -2250587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2250660.750000 Penalty: 4843.540039
	Iteration 12Q: 3 clusters Score -2250661 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2250714.000000 Penalty: 4843.540039
	Iteration 13Q: 3 clusters Score -2250714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2250748.000000 Penalty: 4843.540039
	Iteration 14Q: 3 clusters Score -2250748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2250763.500000 Penalty: 4843.540039
	Iteration 15Q: 3 clusters Score -2250764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2250780.250000 Penalty: 4843.540039
	Iteration 16Q: 3 clusters Score -2250780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2250791.500000 Penalty: 4843.540039
	Iteration 17Q: 3 clusters Score -2250792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2250794.750000 Penalty: 4843.540039
	Iteration 18Q: 3 clusters Score -2250795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2250793.250000 Penalty: 4843.540039
	Iteration 19Q: 3 clusters Score -2250793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2250794.750000 Penalty: 4843.540039
	Iteration 20F: 3 clusters Score -2250795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2250796.000000 Penalty: 4843.540039
	Iteration 21Q: 3 clusters Score -2250796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2250794.000000 Penalty: 4843.540039
	Iteration 22Q: 3 clusters Score -2250794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2250803.250000 Penalty: 4843.540039
	Iteration 23Q: 3 clusters Score -2250803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2250805.250000 Penalty: 4843.540039
	Iteration 24Q: 3 clusters Score -2250805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2250804.250000 Penalty: 4843.540039
	Iteration 25Q: 3 clusters Score -2250804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2250802.500000 Penalty: 4843.540039
	Iteration 26Q: 3 clusters Score -2250802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2250805.000000 Penalty: 4843.540039
	Iteration 27Q: 3 clusters Score -2250805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2250805.750000 Penalty: 4843.540039
	Iteration 28Q: 3 clusters Score -2250806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2250805.750000 Penalty: 4843.540039
	Iteration 29F: 3 clusters Score -2250806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Entering Unmasked Estep 
Score: -1093424.625000 Penalty: 2245.140137
	Iteration 0F: 2 clusters Score -1093425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1086701.125000 Penalty: 4490.280273
	Iteration 0F: 3 clusters Score -1086701 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1088610.250000 Penalty: 4490.280273
	Iteration 1F: 3 clusters Score -1088610 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1088883.875000 Penalty: 4490.280273
	Iteration 2F: 3 clusters Score -1088884 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1089055.375000 Penalty: 4490.280273
	Iteration 3Q: 3 clusters Score -1089055 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1089161.500000 Penalty: 4490.280273
	Iteration 4Q: 3 clusters Score -1089162 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1089249.250000 Penalty: 4490.280273
	Iteration 5Q: 3 clusters Score -1089249 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1089311.250000 Penalty: 4490.280273
	Iteration 6Q: 3 clusters Score -1089311 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1089364.750000 Penalty: 4490.280273
	Iteration 7Q: 3 clusters Score -1089365 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1089417.750000 Penalty: 4490.280273
	Iteration 8Q: 3 clusters Score -1089418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1089467.500000 Penalty: 4490.280273
	Iteration 9Q: 3 clusters Score -1089468 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1089520.250000 Penalty: 4490.280273
	Iteration 10Q: 3 clusters Score -1089520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1089590.125000 Penalty: 4490.280273
	Iteration 11Q: 3 clusters Score -1089590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1089669.750000 Penalty: 4490.280273
	Iteration 12Q: 3 clusters Score -1089670 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1089772.500000 Penalty: 4490.280273
	Iteration 13Q: 3 clusters Score -1089772 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1089912.625000 Penalty: 4490.280273
	Iteration 14Q: 3 clusters Score -1089913 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1090054.750000 Penalty: 4490.280273
	Iteration 15Q: 3 clusters Score -1090055 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1090204.500000 Penalty: 4490.280273
	Iteration 16Q: 3 clusters Score -1090204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1090381.375000 Penalty: 4490.280273
	Iteration 17Q: 3 clusters Score -1090381 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1090550.625000 Penalty: 4490.280273
	Iteration 18Q: 3 clusters Score -1090551 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1090708.750000 Penalty: 4490.280273
	Iteration 19Q: 3 clusters Score -1090709 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1090859.875000 Penalty: 4490.280273
	Iteration 20F: 3 clusters Score -1090860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1090986.750000 Penalty: 4490.280273
	Iteration 21Q: 3 clusters Score -1090987 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1091100.750000 Penalty: 4490.280273
	Iteration 22Q: 3 clusters Score -1091101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1091196.375000 Penalty: 4490.280273
	Iteration 23Q: 3 clusters Score -1091196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1091290.250000 Penalty: 4490.280273
	Iteration 24Q: 3 clusters Score -1091290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1091401.250000 Penalty: 4490.280273
	Iteration 25Q: 3 clusters Score -1091401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1091472.000000 Penalty: 4490.280273
	Iteration 26Q: 3 clusters Score -1091472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1091513.000000 Penalty: 4490.280273
	Iteration 27Q: 3 clusters Score -1091513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1091538.250000 Penalty: 4490.280273
	Iteration 28Q: 3 clusters Score -1091538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1091548.250000 Penalty: 4490.280273
	Iteration 29Q: 3 clusters Score -1091548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1091555.250000 Penalty: 4490.280273
	Iteration 30Q: 3 clusters Score -1091555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1091561.875000 Penalty: 4490.280273
	Iteration 31Q: 3 clusters Score -1091562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1091565.000000 Penalty: 4490.280273
	Iteration 32Q: 3 clusters Score -1091565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1091568.250000 Penalty: 4490.280273
	Iteration 33Q: 3 clusters Score -1091568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1091572.125000 Penalty: 4490.280273
	Iteration 34Q: 3 clusters Score -1091572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1091573.375000 Penalty: 4490.280273
	Iteration 35Q: 3 clusters Score -1091573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1091577.375000 Penalty: 4490.280273
	Iteration 36Q: 3 clusters Score -1091577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1091576.500000 Penalty: 4490.280273
	Iteration 37Q: 3 clusters Score -1091576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1091577.250000 Penalty: 4490.280273
	Iteration 38Q: 3 clusters Score -1091577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1091577.250000 Penalty: 4490.280273
	Iteration 39F: 3 clusters Score -1091577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277390 members 
Entering Unmasked Estep 
Score: -35290728.000000 Penalty: 3108.228516
	Iteration 0F: 2 clusters Score -3.529073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 139038 members 
Entering Unmasked Estep 
Score: -35120488.000000 Penalty: 6216.457031
	Iteration 0F: 3 clusters Score -3.512049e+07 nChanged 134065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131099 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -35200664.000000 Penalty: 6216.457031
	Iteration 1F: 3 clusters Score -3.520066e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 150817 members 
Entering Unmasked Estep 
Score: -35202580.000000 Penalty: 6216.457031
	Iteration 2Q: 3 clusters Score -3.520258e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -35205548.000000 Penalty: 6216.457031
	Iteration 3Q: 3 clusters Score -3.520555e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -35210652.000000 Penalty: 6216.457031
	Iteration 4Q: 3 clusters Score -3.521065e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -35219848.000000 Penalty: 6216.457031
	Iteration 5F: 3 clusters Score -3.521985e+07 nChanged 20867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 204629 members 
Entering Unmasked Estep 
Score: -35234052.000000 Penalty: 6216.457031
	Iteration 6F: 3 clusters Score -3.523405e+07 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 228807 members 
Entering Unmasked Estep 
Score: -35252928.000000 Penalty: 6216.457031
	Iteration 7F: 3 clusters Score -3.525293e+07 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 250739 members 
Entering Unmasked Estep 
Score: -35270000.000000 Penalty: 6216.457031
	Iteration 8F: 3 clusters Score -3.527e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 265417 members 
Entering Unmasked Estep 
Score: -35279900.000000 Penalty: 6216.457031
	Iteration 9F: 3 clusters Score -3.52799e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 272585 members 
Entering Unmasked Estep 
Score: -35284792.000000 Penalty: 6216.457031
	Iteration 10Q: 3 clusters Score -3.528479e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 275533 members 
Entering Unmasked Estep 
Score: -35286472.000000 Penalty: 6216.457031
	Iteration 11Q: 3 clusters Score -3.528647e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 276538 members 
Entering Unmasked Estep 
Score: -35287300.000000 Penalty: 6216.457031
	Iteration 12Q: 3 clusters Score -3.52873e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 276851 members 
Entering Unmasked Estep 
Score: -35287668.000000 Penalty: 6216.457031
	Iteration 13Q: 3 clusters Score -3.528767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 276970 members 
Entering Unmasked Estep 
Score: -35287788.000000 Penalty: 6216.457031
	Iteration 14Q: 3 clusters Score -3.528779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 277021 members 
Entering Unmasked Estep 
Score: -35287844.000000 Penalty: 6216.457031
	Iteration 15Q: 3 clusters Score -3.528784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 277045 members 
Entering Unmasked Estep 
Score: -35287868.000000 Penalty: 6216.457031
	Iteration 16Q: 3 clusters Score -3.528787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 277061 members 
Entering Unmasked Estep 
Score: -35287912.000000 Penalty: 6216.457031
	Iteration 17Q: 3 clusters Score -3.528791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277067 members 
Entering Unmasked Estep 
Score: -35287920.000000 Penalty: 6216.457031
	Iteration 18Q: 3 clusters Score -3.528792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 277064 members 
Entering Unmasked Estep 
Score: -35287928.000000 Penalty: 6216.457031
	Iteration 19Q: 3 clusters Score -3.528793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 277066 members 
Entering Unmasked Estep 
Score: -35287916.000000 Penalty: 6216.457031
	Iteration 20F: 3 clusters Score -3.528792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277067 members 
Entering Unmasked Estep 
Score: -35287908.000000 Penalty: 6216.457031
	Iteration 21Q: 3 clusters Score -3.528791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277068 members 
Entering Unmasked Estep 
Score: -35287920.000000 Penalty: 6216.457031
	Iteration 22Q: 3 clusters Score -3.528792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277070 members 
Entering Unmasked Estep 
Score: -35287908.000000 Penalty: 6216.457031
	Iteration 23Q: 3 clusters Score -3.528791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277071 members 
Entering Unmasked Estep 
Score: -35287920.000000 Penalty: 6216.457031
	Iteration 24Q: 3 clusters Score -3.528792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 277072 members 
Entering Unmasked Estep 
Score: -35287932.000000 Penalty: 6216.457031
	Iteration 25Q: 3 clusters Score -3.528793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 277072 members 
Entering Unmasked Estep 
Score: -35287932.000000 Penalty: 6216.457031
	Iteration 26F: 3 clusters Score -3.528793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236414 members 
Entering Unmasked Estep 
Score: -30223384.000000 Penalty: 3068.588135
	Iteration 0F: 2 clusters Score -3.022338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -30123824.000000 Penalty: 6137.176270
	Iteration 0F: 3 clusters Score -3.012382e+07 nChanged 113927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -30190576.000000 Penalty: 6137.176270
	Iteration 1F: 3 clusters Score -3.019058e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 125214 members 
Entering Unmasked Estep 
Score: -30191622.000000 Penalty: 6137.176270
	Iteration 2Q: 3 clusters Score -3.019162e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -30192904.000000 Penalty: 6137.176270
	Iteration 3Q: 3 clusters Score -3.01929e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 135125 members 
Entering Unmasked Estep 
Score: -30195000.000000 Penalty: 6137.176270
	Iteration 4Q: 3 clusters Score -3.0195e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -30198722.000000 Penalty: 6137.176270
	Iteration 5Q: 3 clusters Score -3.019872e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -30204082.000000 Penalty: 6137.176270
	Iteration 6F: 3 clusters Score -3.020408e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -30210586.000000 Penalty: 6137.176270
	Iteration 7F: 3 clusters Score -3.021059e+07 nChanged 15831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 185469 members 
Entering Unmasked Estep 
Score: -30214378.000000 Penalty: 6137.176270
	Iteration 8F: 3 clusters Score -3.021438e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 195618 members 
Entering Unmasked Estep 
Score: -30216432.000000 Penalty: 6137.176270
	Iteration 9F: 3 clusters Score -3.021643e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 201113 members 
Entering Unmasked Estep 
Score: -30218086.000000 Penalty: 6137.176270
	Iteration 10Q: 3 clusters Score -3.021809e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 203347 members 
Entering Unmasked Estep 
Score: -30219536.000000 Penalty: 6137.176270
	Iteration 11Q: 3 clusters Score -3.021954e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 203613 members 
Entering Unmasked Estep 
Score: -30220636.000000 Penalty: 6137.176270
	Iteration 12Q: 3 clusters Score -3.022064e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 202728 members 
Entering Unmasked Estep 
Score: -30221518.000000 Penalty: 6137.176270
	Iteration 13Q: 3 clusters Score -3.022152e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 201440 members 
Entering Unmasked Estep 
Score: -30221988.000000 Penalty: 6137.176270
	Iteration 14Q: 3 clusters Score -3.022199e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 200033 members 
Entering Unmasked Estep 
Score: -30222390.000000 Penalty: 6137.176270
	Iteration 15Q: 3 clusters Score -3.022239e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 198614 members 
Entering Unmasked Estep 
Score: -30222728.000000 Penalty: 6137.176270
	Iteration 16Q: 3 clusters Score -3.022273e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 197108 members 
Entering Unmasked Estep 
Score: -30223296.000000 Penalty: 6137.176270
	Iteration 17Q: 3 clusters Score -3.02233e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 195497 members 
Entering Unmasked Estep 
Score: -30223736.000000 Penalty: 6137.176270
	Iteration 18Q: 3 clusters Score -3.022374e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 193755 members 
Entering Unmasked Estep 
Score: -30224426.000000 Penalty: 6137.176270
	Iteration 19Q: 3 clusters Score -3.022443e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 191872 members 
Entering Unmasked Estep 
Score: -30225016.000000 Penalty: 6137.176270
	Iteration 20F: 3 clusters Score -3.022502e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 189714 members 
Entering Unmasked Estep 
Score: -30225922.000000 Penalty: 6137.176270
	Iteration 21Q: 3 clusters Score -3.022592e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 187429 members 
Entering Unmasked Estep 
Score: -30226784.000000 Penalty: 6137.176270
	Iteration 22Q: 3 clusters Score -3.022678e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 184958 members 
Entering Unmasked Estep 
Score: -30227728.000000 Penalty: 6137.176270
	Iteration 23Q: 3 clusters Score -3.022773e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -30229048.000000 Penalty: 6137.176270
	Iteration 24Q: 3 clusters Score -3.022905e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -30230236.000000 Penalty: 6137.176270
	Iteration 25Q: 3 clusters Score -3.023024e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -30231168.000000 Penalty: 6137.176270
	Iteration 26Q: 3 clusters Score -3.023117e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -30231620.000000 Penalty: 6137.176270
	Iteration 27Q: 3 clusters Score -3.023162e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -30232094.000000 Penalty: 6137.176270
	Iteration 28Q: 3 clusters Score -3.023209e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 167507 members 
Entering Unmasked Estep 
Score: -30232842.000000 Penalty: 6137.176270
	Iteration 29Q: 3 clusters Score -3.023284e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -30233296.000000 Penalty: 6137.176270
	Iteration 30Q: 3 clusters Score -3.02333e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -30233802.000000 Penalty: 6137.176270
	Iteration 31Q: 3 clusters Score -3.02338e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -30234328.000000 Penalty: 6137.176270
	Iteration 32Q: 3 clusters Score -3.023433e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 154933 members 
Entering Unmasked Estep 
Score: -30234954.000000 Penalty: 6137.176270
	Iteration 33Q: 3 clusters Score -3.023495e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 152006 members 
Entering Unmasked Estep 
Score: -30235492.000000 Penalty: 6137.176270
	Iteration 34Q: 3 clusters Score -3.023549e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -30235820.000000 Penalty: 6137.176270
	Iteration 35Q: 3 clusters Score -3.023582e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -30235988.000000 Penalty: 6137.176270
	Iteration 36Q: 3 clusters Score -3.023599e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -30236084.000000 Penalty: 6137.176270
	Iteration 37Q: 3 clusters Score -3.023608e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -30236482.000000 Penalty: 6137.176270
	Iteration 38Q: 3 clusters Score -3.023648e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 137996 members 
Entering Unmasked Estep 
Score: -30236614.000000 Penalty: 6137.176270
	Iteration 39Q: 3 clusters Score -3.023661e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -30236674.000000 Penalty: 6137.176270
	Iteration 40F: 3 clusters Score -3.023667e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -30236878.000000 Penalty: 6137.176270
	Iteration 41Q: 3 clusters Score -3.023688e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -30237046.000000 Penalty: 6137.176270
	Iteration 42Q: 3 clusters Score -3.023705e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 124030 members 
Entering Unmasked Estep 
Score: -30237430.000000 Penalty: 6137.176270
	Iteration 43Q: 3 clusters Score -3.023743e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -30237818.000000 Penalty: 6137.176270
	Iteration 44Q: 3 clusters Score -3.023782e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -30238096.000000 Penalty: 6137.176270
	Iteration 45Q: 3 clusters Score -3.02381e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124540 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -30238286.000000 Penalty: 6137.176270
	Iteration 46Q: 3 clusters Score -3.023829e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -30238494.000000 Penalty: 6137.176270
	Iteration 47Q: 3 clusters Score -3.023849e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135120 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -30238934.000000 Penalty: 6137.176270
	Iteration 48Q: 3 clusters Score -3.023893e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -30239362.000000 Penalty: 6137.176270
	Iteration 49Q: 3 clusters Score -3.023936e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -30239908.000000 Penalty: 6137.176270
	Iteration 50Q: 3 clusters Score -3.023991e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -30240242.000000 Penalty: 6137.176270
	Iteration 51Q: 3 clusters Score -3.024024e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -30240284.000000 Penalty: 6137.176270
	Iteration 52F: 3 clusters Score -3.024028e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -30238710.000000 Penalty: 6137.176270
	Iteration 53F: 3 clusters Score -3.023871e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199072 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -30235462.000000 Penalty: 6137.176270
	Iteration 54F: 3 clusters Score -3.023546e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210395 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -30231400.000000 Penalty: 6137.176270
	Iteration 55Q: 3 clusters Score -3.02314e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217460 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -30228064.000000 Penalty: 6137.176270
	Iteration 56Q: 3 clusters Score -3.022806e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221889 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -30225904.000000 Penalty: 6137.176270
	Iteration 57Q: 3 clusters Score -3.02259e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224936 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -30224698.000000 Penalty: 6137.176270
	Iteration 58Q: 3 clusters Score -3.02247e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227139 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -30223680.000000 Penalty: 6137.176270
	Iteration 59Q: 3 clusters Score -3.022368e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228828 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -30223072.000000 Penalty: 6137.176270
	Iteration 60F: 3 clusters Score -3.022307e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230089 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -30222746.000000 Penalty: 6137.176270
	Iteration 61Q: 3 clusters Score -3.022275e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231097 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -30222504.000000 Penalty: 6137.176270
	Iteration 62Q: 3 clusters Score -3.02225e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231887 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -30222150.000000 Penalty: 6137.176270
	Iteration 63Q: 3 clusters Score -3.022215e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232549 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -30221992.000000 Penalty: 6137.176270
	Iteration 64Q: 3 clusters Score -3.022199e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233094 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -30221822.000000 Penalty: 6137.176270
	Iteration 65Q: 3 clusters Score -3.022182e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233519 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -30221744.000000 Penalty: 6137.176270
	Iteration 66Q: 3 clusters Score -3.022174e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233860 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -30221690.000000 Penalty: 6137.176270
	Iteration 67Q: 3 clusters Score -3.022169e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234154 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -30221696.000000 Penalty: 6137.176270
	Iteration 68Q: 3 clusters Score -3.02217e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234378 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -30221620.000000 Penalty: 6137.176270
	Iteration 69Q: 3 clusters Score -3.022162e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234549 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -30221642.000000 Penalty: 6137.176270
	Iteration 70Q: 3 clusters Score -3.022164e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234706 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -30221604.000000 Penalty: 6137.176270
	Iteration 71Q: 3 clusters Score -3.02216e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234837 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -30221576.000000 Penalty: 6137.176270
	Iteration 72Q: 3 clusters Score -3.022158e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234945 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -30221552.000000 Penalty: 6137.176270
	Iteration 73Q: 3 clusters Score -3.022155e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235031 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -30221552.000000 Penalty: 6137.176270
	Iteration 74Q: 3 clusters Score -3.022155e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235101 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -30221576.000000 Penalty: 6137.176270
	Iteration 75Q: 3 clusters Score -3.022158e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235172 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -30221538.000000 Penalty: 6137.176270
	Iteration 76Q: 3 clusters Score -3.022154e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235224 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -30221494.000000 Penalty: 6137.176270
	Iteration 77Q: 3 clusters Score -3.022149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235258 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -30221466.000000 Penalty: 6137.176270
	Iteration 78Q: 3 clusters Score -3.022147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235278 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -30221488.000000 Penalty: 6137.176270
	Iteration 79Q: 3 clusters Score -3.022149e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235305 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -30221488.000000 Penalty: 6137.176270
	Iteration 80F: 3 clusters Score -3.022149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235325 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -30221462.000000 Penalty: 6137.176270
	Iteration 81Q: 3 clusters Score -3.022146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235339 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -30221416.000000 Penalty: 6137.176270
	Iteration 82Q: 3 clusters Score -3.022142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235355 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -30221398.000000 Penalty: 6137.176270
	Iteration 83Q: 3 clusters Score -3.02214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235369 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -30221420.000000 Penalty: 6137.176270
	Iteration 84Q: 3 clusters Score -3.022142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235389 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30221394.000000 Penalty: 6137.176270
	Iteration 85Q: 3 clusters Score -3.022139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235406 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -30221400.000000 Penalty: 6137.176270
	Iteration 86Q: 3 clusters Score -3.02214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235425 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30221374.000000 Penalty: 6137.176270
	Iteration 87Q: 3 clusters Score -3.022137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -30221382.000000 Penalty: 6137.176270
	Iteration 88Q: 3 clusters Score -3.022138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235446 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30221348.000000 Penalty: 6137.176270
	Iteration 89Q: 3 clusters Score -3.022135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235456 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -30221340.000000 Penalty: 6137.176270
	Iteration 90Q: 3 clusters Score -3.022134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235467 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -30221352.000000 Penalty: 6137.176270
	Iteration 91Q: 3 clusters Score -3.022135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235471 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30221346.000000 Penalty: 6137.176270
	Iteration 92Q: 3 clusters Score -3.022135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235475 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30221356.000000 Penalty: 6137.176270
	Iteration 93Q: 3 clusters Score -3.022136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235481 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -30221344.000000 Penalty: 6137.176270
	Iteration 94Q: 3 clusters Score -3.022134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235487 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30221334.000000 Penalty: 6137.176270
	Iteration 95Q: 3 clusters Score -3.022133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235487 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30221334.000000 Penalty: 6137.176270
	Iteration 96F: 3 clusters Score -3.022133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Entering Unmasked Estep 
Score: -6316604.500000 Penalty: 2686.194824
	Iteration 0F: 2 clusters Score -6316604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6282859.000000 Penalty: 5372.389648
	Iteration 0F: 3 clusters Score -6282859 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6295609.500000 Penalty: 5372.389648
	Iteration 1F: 3 clusters Score -6295610 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6296262.500000 Penalty: 5372.389648
	Iteration 2Q: 3 clusters Score -6296262 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -6296997.000000 Penalty: 5372.389648
	Iteration 3Q: 3 clusters Score -6296997 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6297804.000000 Penalty: 5372.389648
	Iteration 4Q: 3 clusters Score -6297804 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6298957.500000 Penalty: 5372.389648
	Iteration 5Q: 3 clusters Score -6298958 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6300279.500000 Penalty: 5372.389648
	Iteration 6F: 3 clusters Score -6300280 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6301951.000000 Penalty: 5372.389648
	Iteration 7F: 3 clusters Score -6301951 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -6303892.500000 Penalty: 5372.389648
	Iteration 8F: 3 clusters Score -6303892 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -6305959.000000 Penalty: 5372.389648
	Iteration 9F: 3 clusters Score -6305959 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -6307911.500000 Penalty: 5372.389648
	Iteration 10F: 3 clusters Score -6307912 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -6309676.000000 Penalty: 5372.389648
	Iteration 11Q: 3 clusters Score -6309676 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6311400.500000 Penalty: 5372.389648
	Iteration 12Q: 3 clusters Score -6311400 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6312881.000000 Penalty: 5372.389648
	Iteration 13Q: 3 clusters Score -6312881 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6313748.500000 Penalty: 5372.389648
	Iteration 14Q: 3 clusters Score -6313748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6314068.000000 Penalty: 5372.389648
	Iteration 15Q: 3 clusters Score -6314068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6314220.000000 Penalty: 5372.389648
	Iteration 16Q: 3 clusters Score -6314220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6314289.000000 Penalty: 5372.389648
	Iteration 17Q: 3 clusters Score -6314289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6314320.000000 Penalty: 5372.389648
	Iteration 18Q: 3 clusters Score -6314320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6314340.500000 Penalty: 5372.389648
	Iteration 19Q: 3 clusters Score -6314340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6314355.000000 Penalty: 5372.389648
	Iteration 20F: 3 clusters Score -6314355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6314358.000000 Penalty: 5372.389648
	Iteration 21Q: 3 clusters Score -6314358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6314359.000000 Penalty: 5372.389648
	Iteration 22Q: 3 clusters Score -6314359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6314362.500000 Penalty: 5372.389648
	Iteration 23Q: 3 clusters Score -6314362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6314362.500000 Penalty: 5372.389648
	Iteration 24F: 3 clusters Score -6314362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 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 206 members 
Entering Unmasked Estep 
Score: -43062.402344 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43062.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43185.453125 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43185.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43233.347656 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -43233.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43238.296875 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43242.957031 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43242.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43244.367188 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43244.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43244.367188 Penalty: 2975.472656
	Iteration 6F: 3 clusters Score -43244.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -123313.109375 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -123313.1 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 470 members 
Entering Unmasked Estep 
Score: -121361.773438 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -121361.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121635.710938 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -121635.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121708.640625 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -121708.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121737.554688 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -121737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121749.187500 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -121749.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121774.648438 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -121774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121787.289062 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -121787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121797.992188 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -121798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121807.992188 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -121808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121813.093750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -121813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121814.367188 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -121814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121815.554688 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -121815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121818.031250 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -121818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121818.031250 Penalty: 3422.262695
	Iteration 13F: 3 clusters Score -121818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -239264.296875 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -239264.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -236660.343750 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -236660.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237181.312500 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -237181.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -237443.671875 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -237443.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237757.328125 Penalty: 3766.813232
	Iteration 3F: 3 clusters Score -237757.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -238143.015625 Penalty: 3766.813232
	Iteration 4F: 3 clusters Score -238143 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -238549.953125 Penalty: 3766.813232
	Iteration 5F: 3 clusters Score -238550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238956.296875 Penalty: 3766.813232
	Iteration 6F: 3 clusters Score -238956.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -239524.968750 Penalty: 3766.813232
	Iteration 7F: 3 clusters Score -239525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -240286.875000 Penalty: 3766.813232
	Iteration 8F: 3 clusters Score -240286.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -240813.406250 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -240813.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240918.406250 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -240918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -240938.812500 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -240938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -240943.953125 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -240944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240946.328125 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -240946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240946.328125 Penalty: 3766.813232
	Iteration 14F: 3 clusters Score -240946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 131751 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50028 members 
Mstep: Class 7 contains 17417 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 277390 members 
Mstep: Class 10 contains 236414 members 
Mstep: Class 11 contains 50586 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 7025 members 
Mstep: Class 16 contains 23253 members 
Mstep: Class 17 contains 24373 members 
Mstep: Class 18 contains 17014 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1030 members 
Entering Unmasked Estep 
Score: -116067664.000000 Penalty: 81763.039062
Splitting cluster 14 changes total score from -116067432.000000 to -116067664.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -914808.937500 Penalty: 2196.593018
	Iteration 0F: 2 clusters Score -914808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -909073.875000 Penalty: 4393.186035
	Iteration 0F: 3 clusters Score -909073.9 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -910515.000000 Penalty: 4393.186035
	Iteration 1F: 3 clusters Score -910515 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -910738.687500 Penalty: 4393.186035
	Iteration 2F: 3 clusters Score -910738.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -910877.875000 Penalty: 4393.186035
	Iteration 3Q: 3 clusters Score -910877.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -910973.437500 Penalty: 4393.186035
	Iteration 4Q: 3 clusters Score -910973.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -911045.187500 Penalty: 4393.186035
	Iteration 5Q: 3 clusters Score -911045.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -911091.687500 Penalty: 4393.186035
	Iteration 6Q: 3 clusters Score -911091.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -911139.437500 Penalty: 4393.186035
	Iteration 7Q: 3 clusters Score -911139.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -911174.250000 Penalty: 4393.186035
	Iteration 8Q: 3 clusters Score -911174.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -911210.500000 Penalty: 4393.186035
	Iteration 9Q: 3 clusters Score -911210.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -911255.625000 Penalty: 4393.186035
	Iteration 10Q: 3 clusters Score -911255.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -911305.875000 Penalty: 4393.186035
	Iteration 11Q: 3 clusters Score -911305.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -911375.437500 Penalty: 4393.186035
	Iteration 12Q: 3 clusters Score -911375.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -911441.625000 Penalty: 4393.186035
	Iteration 13Q: 3 clusters Score -911441.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -911513.062500 Penalty: 4393.186035
	Iteration 14Q: 3 clusters Score -911513.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -911582.125000 Penalty: 4393.186035
	Iteration 15Q: 3 clusters Score -911582.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -911662.750000 Penalty: 4393.186035
	Iteration 16Q: 3 clusters Score -911662.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -911756.000000 Penalty: 4393.186035
	Iteration 17Q: 3 clusters Score -911756 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -911871.375000 Penalty: 4393.186035
	Iteration 18Q: 3 clusters Score -911871.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -911984.062500 Penalty: 4393.186035
	Iteration 19Q: 3 clusters Score -911984.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -912092.312500 Penalty: 4393.186035
	Iteration 20F: 3 clusters Score -912092.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -912206.812500 Penalty: 4393.186035
	Iteration 21Q: 3 clusters Score -912206.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -912304.687500 Penalty: 4393.186035
	Iteration 22Q: 3 clusters Score -912304.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -912422.125000 Penalty: 4393.186035
	Iteration 23Q: 3 clusters Score -912422.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -912512.500000 Penalty: 4393.186035
	Iteration 24Q: 3 clusters Score -912512.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -912586.562500 Penalty: 4393.186035
	Iteration 25Q: 3 clusters Score -912586.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -912637.625000 Penalty: 4393.186035
	Iteration 26Q: 3 clusters Score -912637.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -912687.625000 Penalty: 4393.186035
	Iteration 27Q: 3 clusters Score -912687.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -912719.812500 Penalty: 4393.186035
	Iteration 28Q: 3 clusters Score -912719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -912746.750000 Penalty: 4393.186035
	Iteration 29Q: 3 clusters Score -912746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -912767.062500 Penalty: 4393.186035
	Iteration 30Q: 3 clusters Score -912767.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -912794.187500 Penalty: 4393.186035
	Iteration 31Q: 3 clusters Score -912794.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -912814.875000 Penalty: 4393.186035
	Iteration 32Q: 3 clusters Score -912814.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -912840.062500 Penalty: 4393.186035
	Iteration 33Q: 3 clusters Score -912840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -912846.000000 Penalty: 4393.186035
	Iteration 34Q: 3 clusters Score -912846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -912853.500000 Penalty: 4393.186035
	Iteration 35Q: 3 clusters Score -912853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -912858.125000 Penalty: 4393.186035
	Iteration 36Q: 3 clusters Score -912858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -912866.187500 Penalty: 4393.186035
	Iteration 37Q: 3 clusters Score -912866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -912868.375000 Penalty: 4393.186035
	Iteration 38Q: 3 clusters Score -912868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -912872.937500 Penalty: 4393.186035
	Iteration 39Q: 3 clusters Score -912872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -912877.687500 Penalty: 4393.186035
	Iteration 40F: 3 clusters Score -912877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -912880.250000 Penalty: 4393.186035
	Iteration 41Q: 3 clusters Score -912880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -912879.750000 Penalty: 4393.186035
	Iteration 42Q: 3 clusters Score -912879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -912880.437500 Penalty: 4393.186035
	Iteration 43Q: 3 clusters Score -912880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -912881.312500 Penalty: 4393.186035
	Iteration 44Q: 3 clusters Score -912881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -912882.375000 Penalty: 4393.186035
	Iteration 45Q: 3 clusters Score -912882.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -912882.375000 Penalty: 4393.186035
	Iteration 46F: 3 clusters Score -912882.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Entering Unmasked Estep 
Score: -3013392.500000 Penalty: 2493.438965
	Iteration 0F: 2 clusters Score -3013392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2997217.250000 Penalty: 4986.877930
	Iteration 0F: 3 clusters Score -2997217 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3002618.750000 Penalty: 4986.877930
	Iteration 1F: 3 clusters Score -3002619 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3002941.500000 Penalty: 4986.877930
	Iteration 2Q: 3 clusters Score -3002942 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3003202.000000 Penalty: 4986.877930
	Iteration 3Q: 3 clusters Score -3003202 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3003471.250000 Penalty: 4986.877930
	Iteration 4Q: 3 clusters Score -3003471 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3003692.500000 Penalty: 4986.877930
	Iteration 5Q: 3 clusters Score -3003692 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3003905.250000 Penalty: 4986.877930
	Iteration 6Q: 3 clusters Score -3003905 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3004100.000000 Penalty: 4986.877930
	Iteration 7Q: 3 clusters Score -3004100 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3004346.000000 Penalty: 4986.877930
	Iteration 8Q: 3 clusters Score -3004346 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3004628.000000 Penalty: 4986.877930
	Iteration 9Q: 3 clusters Score -3004628 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3005020.750000 Penalty: 4986.877930
	Iteration 10Q: 3 clusters Score -3005021 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3005546.750000 Penalty: 4986.877930
	Iteration 11Q: 3 clusters Score -3005547 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3006230.250000 Penalty: 4986.877930
	Iteration 12Q: 3 clusters Score -3006230 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3006957.000000 Penalty: 4986.877930
	Iteration 13Q: 3 clusters Score -3006957 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3007724.750000 Penalty: 4986.877930
	Iteration 14Q: 3 clusters Score -3007725 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3008360.250000 Penalty: 4986.877930
	Iteration 15Q: 3 clusters Score -3008360 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3008898.750000 Penalty: 4986.877930
	Iteration 16Q: 3 clusters Score -3008899 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3009362.000000 Penalty: 4986.877930
	Iteration 17Q: 3 clusters Score -3009362 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3009740.750000 Penalty: 4986.877930
	Iteration 18Q: 3 clusters Score -3009741 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3010082.000000 Penalty: 4986.877930
	Iteration 19Q: 3 clusters Score -3010082 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3010318.750000 Penalty: 4986.877930
	Iteration 20F: 3 clusters Score -3010319 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3010494.000000 Penalty: 4986.877930
	Iteration 21Q: 3 clusters Score -3010494 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3010688.250000 Penalty: 4986.877930
	Iteration 22Q: 3 clusters Score -3010688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3010836.500000 Penalty: 4986.877930
	Iteration 23Q: 3 clusters Score -3010836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3010936.750000 Penalty: 4986.877930
	Iteration 24Q: 3 clusters Score -3010937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3011009.500000 Penalty: 4986.877930
	Iteration 25Q: 3 clusters Score -3011010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3011059.000000 Penalty: 4986.877930
	Iteration 26Q: 3 clusters Score -3011059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3011096.250000 Penalty: 4986.877930
	Iteration 27Q: 3 clusters Score -3011096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3011117.000000 Penalty: 4986.877930
	Iteration 28Q: 3 clusters Score -3011117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3011133.500000 Penalty: 4986.877930
	Iteration 29Q: 3 clusters Score -3011134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3011149.500000 Penalty: 4986.877930
	Iteration 30Q: 3 clusters Score -3011150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3011155.000000 Penalty: 4986.877930
	Iteration 31Q: 3 clusters Score -3011155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3011164.500000 Penalty: 4986.877930
	Iteration 32Q: 3 clusters Score -3011164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3011169.500000 Penalty: 4986.877930
	Iteration 33Q: 3 clusters Score -3011170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3011177.000000 Penalty: 4986.877930
	Iteration 34Q: 3 clusters Score -3011177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3011179.750000 Penalty: 4986.877930
	Iteration 35Q: 3 clusters Score -3011180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3011185.000000 Penalty: 4986.877930
	Iteration 36Q: 3 clusters Score -3011185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3011193.250000 Penalty: 4986.877930
	Iteration 37Q: 3 clusters Score -3011193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3011195.500000 Penalty: 4986.877930
	Iteration 38Q: 3 clusters Score -3011196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3011199.750000 Penalty: 4986.877930
	Iteration 39Q: 3 clusters Score -3011200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3011203.500000 Penalty: 4986.877930
	Iteration 40F: 3 clusters Score -3011204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3011202.750000 Penalty: 4986.877930
	Iteration 41Q: 3 clusters Score -3011203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3011207.500000 Penalty: 4986.877930
	Iteration 42Q: 3 clusters Score -3011208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3011209.500000 Penalty: 4986.877930
	Iteration 43Q: 3 clusters Score -3011210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3011210.750000 Penalty: 4986.877930
	Iteration 44Q: 3 clusters Score -3011211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3011210.500000 Penalty: 4986.877930
	Iteration 45Q: 3 clusters Score -3011210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3011211.000000 Penalty: 4986.877930
	Iteration 46Q: 3 clusters Score -3011211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3011210.000000 Penalty: 4986.877930
	Iteration 47Q: 3 clusters Score -3011210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3011210.000000 Penalty: 4986.877930
	Iteration 48F: 3 clusters Score -3011210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Entering Unmasked Estep 
Score: -3162701.000000 Penalty: 2505.105469
	Iteration 0F: 2 clusters Score -3162701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3145885.250000 Penalty: 5010.210938
	Iteration 0F: 3 clusters Score -3145885 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3151616.250000 Penalty: 5010.210938
	Iteration 1F: 3 clusters Score -3151616 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3151975.500000 Penalty: 5010.210938
	Iteration 2Q: 3 clusters Score -3151976 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3152287.500000 Penalty: 5010.210938
	Iteration 3Q: 3 clusters Score -3152288 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3152582.000000 Penalty: 5010.210938
	Iteration 4Q: 3 clusters Score -3152582 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3152859.500000 Penalty: 5010.210938
	Iteration 5Q: 3 clusters Score -3152860 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3153196.000000 Penalty: 5010.210938
	Iteration 6Q: 3 clusters Score -3153196 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3153627.750000 Penalty: 5010.210938
	Iteration 7Q: 3 clusters Score -3153628 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3154239.750000 Penalty: 5010.210938
	Iteration 8Q: 3 clusters Score -3154240 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3155118.750000 Penalty: 5010.210938
	Iteration 9F: 3 clusters Score -3155119 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3156267.250000 Penalty: 5010.210938
	Iteration 10F: 3 clusters Score -3156267 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3157587.250000 Penalty: 5010.210938
	Iteration 11F: 3 clusters Score -3157587 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3158780.750000 Penalty: 5010.210938
	Iteration 12F: 3 clusters Score -3158781 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3159601.000000 Penalty: 5010.210938
	Iteration 13Q: 3 clusters Score -3159601 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3160045.000000 Penalty: 5010.210938
	Iteration 14Q: 3 clusters Score -3160045 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3160234.250000 Penalty: 5010.210938
	Iteration 15Q: 3 clusters Score -3160234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3160332.250000 Penalty: 5010.210938
	Iteration 16Q: 3 clusters Score -3160332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3160391.500000 Penalty: 5010.210938
	Iteration 17Q: 3 clusters Score -3160392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3160430.250000 Penalty: 5010.210938
	Iteration 18Q: 3 clusters Score -3160430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3160444.000000 Penalty: 5010.210938
	Iteration 19Q: 3 clusters Score -3160444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3160459.500000 Penalty: 5010.210938
	Iteration 20F: 3 clusters Score -3160460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3160474.250000 Penalty: 5010.210938
	Iteration 21Q: 3 clusters Score -3160474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3160487.000000 Penalty: 5010.210938
	Iteration 22Q: 3 clusters Score -3160487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3160492.750000 Penalty: 5010.210938
	Iteration 23Q: 3 clusters Score -3160493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3160496.000000 Penalty: 5010.210938
	Iteration 24Q: 3 clusters Score -3160496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3160503.750000 Penalty: 5010.210938
	Iteration 25Q: 3 clusters Score -3160504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3160507.000000 Penalty: 5010.210938
	Iteration 26Q: 3 clusters Score -3160507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3160508.750000 Penalty: 5010.210938
	Iteration 27Q: 3 clusters Score -3160509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3160513.250000 Penalty: 5010.210938
	Iteration 28Q: 3 clusters Score -3160513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3160513.250000 Penalty: 5010.210938
	Iteration 29Q: 3 clusters Score -3160513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3160513.750000 Penalty: 5010.210938
	Iteration 30Q: 3 clusters Score -3160514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3160513.750000 Penalty: 5010.210938
	Iteration 31F: 3 clusters Score -3160514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Entering Unmasked Estep 
Score: -2208558.000000 Penalty: 2415.964355
	Iteration 0F: 2 clusters Score -2208558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2196502.250000 Penalty: 4831.928711
	Iteration 0F: 3 clusters Score -2196502 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2200425.500000 Penalty: 4831.928711
	Iteration 1F: 3 clusters Score -2200426 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2200784.000000 Penalty: 4831.928711
	Iteration 2F: 3 clusters Score -2200784 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2201090.750000 Penalty: 4831.928711
	Iteration 3Q: 3 clusters Score -2201091 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2201382.500000 Penalty: 4831.928711
	Iteration 4Q: 3 clusters Score -2201382 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2201640.500000 Penalty: 4831.928711
	Iteration 5Q: 3 clusters Score -2201640 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2201962.250000 Penalty: 4831.928711
	Iteration 6Q: 3 clusters Score -2201962 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2202347.750000 Penalty: 4831.928711
	Iteration 7Q: 3 clusters Score -2202348 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2202818.000000 Penalty: 4831.928711
	Iteration 8Q: 3 clusters Score -2202818 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2203380.250000 Penalty: 4831.928711
	Iteration 9F: 3 clusters Score -2203380 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2204017.000000 Penalty: 4831.928711
	Iteration 10F: 3 clusters Score -2204017 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2204598.250000 Penalty: 4831.928711
	Iteration 11F: 3 clusters Score -2204598 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2205008.500000 Penalty: 4831.928711
	Iteration 12Q: 3 clusters Score -2205008 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2205250.000000 Penalty: 4831.928711
	Iteration 13Q: 3 clusters Score -2205250 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2205409.250000 Penalty: 4831.928711
	Iteration 14Q: 3 clusters Score -2205409 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2205527.000000 Penalty: 4831.928711
	Iteration 15Q: 3 clusters Score -2205527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2205627.500000 Penalty: 4831.928711
	Iteration 16Q: 3 clusters Score -2205628 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2205702.750000 Penalty: 4831.928711
	Iteration 17Q: 3 clusters Score -2205703 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2205755.250000 Penalty: 4831.928711
	Iteration 18Q: 3 clusters Score -2205755 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2205802.500000 Penalty: 4831.928711
	Iteration 19Q: 3 clusters Score -2205802 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2205846.500000 Penalty: 4831.928711
	Iteration 20F: 3 clusters Score -2205846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2205873.000000 Penalty: 4831.928711
	Iteration 21Q: 3 clusters Score -2205873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2205897.750000 Penalty: 4831.928711
	Iteration 22Q: 3 clusters Score -2205898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2205910.750000 Penalty: 4831.928711
	Iteration 23Q: 3 clusters Score -2205911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2205924.250000 Penalty: 4831.928711
	Iteration 24Q: 3 clusters Score -2205924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2205944.000000 Penalty: 4831.928711
	Iteration 25Q: 3 clusters Score -2205944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2205953.000000 Penalty: 4831.928711
	Iteration 26Q: 3 clusters Score -2205953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2205966.750000 Penalty: 4831.928711
	Iteration 27Q: 3 clusters Score -2205967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2205984.750000 Penalty: 4831.928711
	Iteration 28Q: 3 clusters Score -2205985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2205997.500000 Penalty: 4831.928711
	Iteration 29Q: 3 clusters Score -2205998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2206011.500000 Penalty: 4831.928711
	Iteration 30Q: 3 clusters Score -2206012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2206017.000000 Penalty: 4831.928711
	Iteration 31Q: 3 clusters Score -2206017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2206026.250000 Penalty: 4831.928711
	Iteration 32Q: 3 clusters Score -2206026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2206036.250000 Penalty: 4831.928711
	Iteration 33Q: 3 clusters Score -2206036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2206036.750000 Penalty: 4831.928711
	Iteration 34Q: 3 clusters Score -2206037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2206050.500000 Penalty: 4831.928711
	Iteration 35Q: 3 clusters Score -2206050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2206066.250000 Penalty: 4831.928711
	Iteration 36Q: 3 clusters Score -2206066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2206067.750000 Penalty: 4831.928711
	Iteration 37Q: 3 clusters Score -2206068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2206082.250000 Penalty: 4831.928711
	Iteration 38Q: 3 clusters Score -2206082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2206090.000000 Penalty: 4831.928711
	Iteration 39Q: 3 clusters Score -2206090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2206095.000000 Penalty: 4831.928711
	Iteration 40F: 3 clusters Score -2206095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2206096.750000 Penalty: 4831.928711
	Iteration 41Q: 3 clusters Score -2206097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2206101.250000 Penalty: 4831.928711
	Iteration 42Q: 3 clusters Score -2206101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2206113.750000 Penalty: 4831.928711
	Iteration 43Q: 3 clusters Score -2206114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2206120.000000 Penalty: 4831.928711
	Iteration 44Q: 3 clusters Score -2206120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2206130.250000 Penalty: 4831.928711
	Iteration 45Q: 3 clusters Score -2206130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2206135.750000 Penalty: 4831.928711
	Iteration 46Q: 3 clusters Score -2206136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2206141.000000 Penalty: 4831.928711
	Iteration 47Q: 3 clusters Score -2206141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2206152.500000 Penalty: 4831.928711
	Iteration 48Q: 3 clusters Score -2206152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2206161.500000 Penalty: 4831.928711
	Iteration 49Q: 3 clusters Score -2206162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2206169.000000 Penalty: 4831.928711
	Iteration 50Q: 3 clusters Score -2206169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2206171.250000 Penalty: 4831.928711
	Iteration 51Q: 3 clusters Score -2206171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2206187.000000 Penalty: 4831.928711
	Iteration 52Q: 3 clusters Score -2206187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2206192.500000 Penalty: 4831.928711
	Iteration 53Q: 3 clusters Score -2206192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2206198.250000 Penalty: 4831.928711
	Iteration 54Q: 3 clusters Score -2206198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2206206.500000 Penalty: 4831.928711
	Iteration 55Q: 3 clusters Score -2206206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2206213.250000 Penalty: 4831.928711
	Iteration 56Q: 3 clusters Score -2206213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2206216.500000 Penalty: 4831.928711
	Iteration 57Q: 3 clusters Score -2206216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2206222.500000 Penalty: 4831.928711
	Iteration 58Q: 3 clusters Score -2206222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2206226.000000 Penalty: 4831.928711
	Iteration 59Q: 3 clusters Score -2206226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2206225.750000 Penalty: 4831.928711
	Iteration 60F: 3 clusters Score -2206226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2206227.750000 Penalty: 4831.928711
	Iteration 61Q: 3 clusters Score -2206228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2206236.500000 Penalty: 4831.928711
	Iteration 62Q: 3 clusters Score -2206236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2206253.500000 Penalty: 4831.928711
	Iteration 63Q: 3 clusters Score -2206254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2206266.250000 Penalty: 4831.928711
	Iteration 64Q: 3 clusters Score -2206266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2206270.500000 Penalty: 4831.928711
	Iteration 65Q: 3 clusters Score -2206270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2206278.000000 Penalty: 4831.928711
	Iteration 66Q: 3 clusters Score -2206278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2206284.250000 Penalty: 4831.928711
	Iteration 67Q: 3 clusters Score -2206284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2206285.750000 Penalty: 4831.928711
	Iteration 68Q: 3 clusters Score -2206286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2206294.500000 Penalty: 4831.928711
	Iteration 69Q: 3 clusters Score -2206294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2206292.250000 Penalty: 4831.928711
	Iteration 70Q: 3 clusters Score -2206292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2206301.250000 Penalty: 4831.928711
	Iteration 71Q: 3 clusters Score -2206301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2206313.500000 Penalty: 4831.928711
	Iteration 72Q: 3 clusters Score -2206314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2206317.250000 Penalty: 4831.928711
	Iteration 73Q: 3 clusters Score -2206317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2206330.750000 Penalty: 4831.928711
	Iteration 74Q: 3 clusters Score -2206331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2206341.750000 Penalty: 4831.928711
	Iteration 75Q: 3 clusters Score -2206342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2206351.000000 Penalty: 4831.928711
	Iteration 76Q: 3 clusters Score -2206351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2206366.750000 Penalty: 4831.928711
	Iteration 77Q: 3 clusters Score -2206367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2206377.250000 Penalty: 4831.928711
	Iteration 78Q: 3 clusters Score -2206377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2206392.500000 Penalty: 4831.928711
	Iteration 79Q: 3 clusters Score -2206392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2206400.500000 Penalty: 4831.928711
	Iteration 80F: 3 clusters Score -2206400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2206414.750000 Penalty: 4831.928711
	Iteration 81Q: 3 clusters Score -2206415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2206429.000000 Penalty: 4831.928711
	Iteration 82Q: 3 clusters Score -2206429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2206438.000000 Penalty: 4831.928711
	Iteration 83Q: 3 clusters Score -2206438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2206447.000000 Penalty: 4831.928711
	Iteration 84Q: 3 clusters Score -2206447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2206448.500000 Penalty: 4831.928711
	Iteration 85Q: 3 clusters Score -2206448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2206457.500000 Penalty: 4831.928711
	Iteration 86Q: 3 clusters Score -2206458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2206460.000000 Penalty: 4831.928711
	Iteration 87Q: 3 clusters Score -2206460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2206467.000000 Penalty: 4831.928711
	Iteration 88Q: 3 clusters Score -2206467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2206468.750000 Penalty: 4831.928711
	Iteration 89Q: 3 clusters Score -2206469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2206475.250000 Penalty: 4831.928711
	Iteration 90Q: 3 clusters Score -2206475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2206479.000000 Penalty: 4831.928711
	Iteration 91Q: 3 clusters Score -2206479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2206478.500000 Penalty: 4831.928711
	Iteration 92Q: 3 clusters Score -2206478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2206487.000000 Penalty: 4831.928711
	Iteration 93Q: 3 clusters Score -2206487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2206488.750000 Penalty: 4831.928711
	Iteration 94Q: 3 clusters Score -2206489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2206486.250000 Penalty: 4831.928711
	Iteration 95Q: 3 clusters Score -2206486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2206491.750000 Penalty: 4831.928711
	Iteration 96Q: 3 clusters Score -2206492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2206496.750000 Penalty: 4831.928711
	Iteration 97Q: 3 clusters Score -2206497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2206503.250000 Penalty: 4831.928711
	Iteration 98Q: 3 clusters Score -2206503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2206501.250000 Penalty: 4831.928711
	Iteration 99Q: 3 clusters Score -2206501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2206509.000000 Penalty: 4831.928711
	Iteration 100F: 3 clusters Score -2206509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2206512.000000 Penalty: 4831.928711
	Iteration 101Q: 3 clusters Score -2206512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2206518.250000 Penalty: 4831.928711
	Iteration 102Q: 3 clusters Score -2206518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2206519.250000 Penalty: 4831.928711
	Iteration 103Q: 3 clusters Score -2206519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2206519.000000 Penalty: 4831.928711
	Iteration 104Q: 3 clusters Score -2206519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2206520.000000 Penalty: 4831.928711
	Iteration 105Q: 3 clusters Score -2206520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2206521.500000 Penalty: 4831.928711
	Iteration 106Q: 3 clusters Score -2206522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2206524.250000 Penalty: 4831.928711
	Iteration 107Q: 3 clusters Score -2206524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2206525.500000 Penalty: 4831.928711
	Iteration 108Q: 3 clusters Score -2206526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2206524.750000 Penalty: 4831.928711
	Iteration 109Q: 3 clusters Score -2206525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2206525.750000 Penalty: 4831.928711
	Iteration 110Q: 3 clusters Score -2206526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2206525.750000 Penalty: 4831.928711
	Iteration 111F: 3 clusters Score -2206526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -60578.882812 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -60578.88 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 265 members 
Entering Unmasked Estep 
Score: -59030.625000 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -59030.62 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59292.472656 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -59292.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59419.320312 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -59419.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59477.257812 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -59477.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59500.796875 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -59500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59511.558594 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -59511.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59537.261719 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -59537.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59544.359375 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -59544.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59546.148438 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -59546.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59546.898438 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -59546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59548.957031 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -59548.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59551.851562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -59551.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59551.851562 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -59551.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -651073.625000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -651073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -646365.500000 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -646365.5 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -647726.937500 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -647726.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -648227.375000 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -648227.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -648617.875000 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -648617.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -648914.125000 Penalty: 4256.042969
	Iteration 4F: 3 clusters Score -648914.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -649159.750000 Penalty: 4256.042969
	Iteration 5F: 3 clusters Score -649159.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -649344.125000 Penalty: 4256.042969
	Iteration 6Q: 3 clusters Score -649344.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -649456.750000 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -649456.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -649538.875000 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -649538.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -649603.000000 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -649603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -649668.750000 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -649668.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -649719.500000 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -649719.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -649757.312500 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -649757.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -649779.687500 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -649779.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -649795.125000 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -649795.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -649807.812500 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -649807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -649811.625000 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -649811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -649815.312500 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -649815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -649822.250000 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -649822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -649823.562500 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -649823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -649825.375000 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -649825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -649825.000000 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -649825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -649826.750000 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -649826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -649827.750000 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -649827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -649828.500000 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -649828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -649828.812500 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -649828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -649829.937500 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -649829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -649831.500000 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -649831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -649836.250000 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -649836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -649837.500000 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -649837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -649839.125000 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -649839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -649839.625000 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -649839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -649840.312500 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -649840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -649839.750000 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -649839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -649839.562500 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -649839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -649840.875000 Penalty: 4256.042969
	Iteration 35Q: 3 clusters Score -649840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -649840.875000 Penalty: 4256.042969
	Iteration 36F: 3 clusters Score -649840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Entering Unmasked Estep 
Score: -5529841.500000 Penalty: 2644.089111
	Iteration 0F: 2 clusters Score -5529842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5501113.500000 Penalty: 5288.178223
	Iteration 0F: 3 clusters Score -5501114 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5511771.000000 Penalty: 5288.178223
	Iteration 1F: 3 clusters Score -5511771 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5512335.000000 Penalty: 5288.178223
	Iteration 2Q: 3 clusters Score -5512335 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5512869.500000 Penalty: 5288.178223
	Iteration 3Q: 3 clusters Score -5512870 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -5513478.000000 Penalty: 5288.178223
	Iteration 4Q: 3 clusters Score -5513478 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5514194.000000 Penalty: 5288.178223
	Iteration 5Q: 3 clusters Score -5514194 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5515140.500000 Penalty: 5288.178223
	Iteration 6Q: 3 clusters Score -5515140 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -5516386.500000 Penalty: 5288.178223
	Iteration 7Q: 3 clusters Score -5516386 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5517812.000000 Penalty: 5288.178223
	Iteration 8F: 3 clusters Score -5517812 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -5519324.000000 Penalty: 5288.178223
	Iteration 9F: 3 clusters Score -5519324 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5520772.000000 Penalty: 5288.178223
	Iteration 10Q: 3 clusters Score -5520772 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5521951.000000 Penalty: 5288.178223
	Iteration 11Q: 3 clusters Score -5521951 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5522814.500000 Penalty: 5288.178223
	Iteration 12Q: 3 clusters Score -5522814 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5523316.000000 Penalty: 5288.178223
	Iteration 13Q: 3 clusters Score -5523316 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -5523641.000000 Penalty: 5288.178223
	Iteration 14Q: 3 clusters Score -5523641 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5523886.500000 Penalty: 5288.178223
	Iteration 15Q: 3 clusters Score -5523886 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5524080.500000 Penalty: 5288.178223
	Iteration 16Q: 3 clusters Score -5524080 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -5524238.000000 Penalty: 5288.178223
	Iteration 17Q: 3 clusters Score -5524238 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5524416.000000 Penalty: 5288.178223
	Iteration 18Q: 3 clusters Score -5524416 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -5524596.000000 Penalty: 5288.178223
	Iteration 19Q: 3 clusters Score -5524596 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -5524804.000000 Penalty: 5288.178223
	Iteration 20F: 3 clusters Score -5524804 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5525075.500000 Penalty: 5288.178223
	Iteration 21Q: 3 clusters Score -5525076 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5525340.500000 Penalty: 5288.178223
	Iteration 22Q: 3 clusters Score -5525340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5525593.500000 Penalty: 5288.178223
	Iteration 23Q: 3 clusters Score -5525594 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5525887.000000 Penalty: 5288.178223
	Iteration 24Q: 3 clusters Score -5525887 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5526187.500000 Penalty: 5288.178223
	Iteration 25Q: 3 clusters Score -5526188 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5526407.500000 Penalty: 5288.178223
	Iteration 26Q: 3 clusters Score -5526408 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5526656.000000 Penalty: 5288.178223
	Iteration 27Q: 3 clusters Score -5526656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5526840.500000 Penalty: 5288.178223
	Iteration 28Q: 3 clusters Score -5526840 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5526978.500000 Penalty: 5288.178223
	Iteration 29Q: 3 clusters Score -5526978 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5527123.500000 Penalty: 5288.178223
	Iteration 30Q: 3 clusters Score -5527124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5527186.500000 Penalty: 5288.178223
	Iteration 31Q: 3 clusters Score -5527186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5527262.000000 Penalty: 5288.178223
	Iteration 32Q: 3 clusters Score -5527262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5527310.500000 Penalty: 5288.178223
	Iteration 33Q: 3 clusters Score -5527310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5527353.500000 Penalty: 5288.178223
	Iteration 34Q: 3 clusters Score -5527354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5527394.500000 Penalty: 5288.178223
	Iteration 35Q: 3 clusters Score -5527394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5527426.500000 Penalty: 5288.178223
	Iteration 36Q: 3 clusters Score -5527426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5527442.500000 Penalty: 5288.178223
	Iteration 37Q: 3 clusters Score -5527442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5527471.500000 Penalty: 5288.178223
	Iteration 38Q: 3 clusters Score -5527472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5527491.000000 Penalty: 5288.178223
	Iteration 39Q: 3 clusters Score -5527491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5527493.000000 Penalty: 5288.178223
	Iteration 40F: 3 clusters Score -5527493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5527513.500000 Penalty: 5288.178223
	Iteration 41Q: 3 clusters Score -5527514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5527522.500000 Penalty: 5288.178223
	Iteration 42Q: 3 clusters Score -5527522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5527526.500000 Penalty: 5288.178223
	Iteration 43Q: 3 clusters Score -5527526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5527529.500000 Penalty: 5288.178223
	Iteration 44Q: 3 clusters Score -5527530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5527535.000000 Penalty: 5288.178223
	Iteration 45Q: 3 clusters Score -5527535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5527542.000000 Penalty: 5288.178223
	Iteration 46Q: 3 clusters Score -5527542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5527543.500000 Penalty: 5288.178223
	Iteration 47Q: 3 clusters Score -5527544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5527545.000000 Penalty: 5288.178223
	Iteration 48Q: 3 clusters Score -5527545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5527552.000000 Penalty: 5288.178223
	Iteration 49Q: 3 clusters Score -5527552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5527556.500000 Penalty: 5288.178223
	Iteration 50Q: 3 clusters Score -5527556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5527555.500000 Penalty: 5288.178223
	Iteration 51Q: 3 clusters Score -5527556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5527559.000000 Penalty: 5288.178223
	Iteration 52Q: 3 clusters Score -5527559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5527555.500000 Penalty: 5288.178223
	Iteration 53Q: 3 clusters Score -5527556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5527560.500000 Penalty: 5288.178223
	Iteration 54Q: 3 clusters Score -5527560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5527565.000000 Penalty: 5288.178223
	Iteration 55Q: 3 clusters Score -5527565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5527565.500000 Penalty: 5288.178223
	Iteration 56Q: 3 clusters Score -5527566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5527565.500000 Penalty: 5288.178223
	Iteration 57Q: 3 clusters Score -5527566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5527567.500000 Penalty: 5288.178223
	Iteration 58Q: 3 clusters Score -5527568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5527567.500000 Penalty: 5288.178223
	Iteration 59Q: 3 clusters Score -5527568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5527565.500000 Penalty: 5288.178223
	Iteration 60F: 3 clusters Score -5527566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -251699.640625 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -251699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249082.625000 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -249082.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249538.500000 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -249538.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -249651.796875 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -249651.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249709.359375 Penalty: 3773.014648
	Iteration 3Q: 3 clusters Score -249709.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249749.937500 Penalty: 3773.014648
	Iteration 4Q: 3 clusters Score -249749.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249783.750000 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -249783.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -249804.015625 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -249804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -249813.156250 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -249813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249821.281250 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -249821.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249827.843750 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -249827.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -249834.609375 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -249834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249837.468750 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -249837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249839.500000 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -249839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -249840.812500 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -249840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -249841.406250 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -249841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -249843.359375 Penalty: 3773.014648
	Iteration 15Q: 3 clusters Score -249843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -249845.640625 Penalty: 3773.014648
	Iteration 16Q: 3 clusters Score -249845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -249848.031250 Penalty: 3773.014648
	Iteration 17Q: 3 clusters Score -249848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -249848.484375 Penalty: 3773.014648
	Iteration 18Q: 3 clusters Score -249848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249849.406250 Penalty: 3773.014648
	Iteration 19Q: 3 clusters Score -249849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -249849.750000 Penalty: 3773.014648
	Iteration 20F: 3 clusters Score -249849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -215976.843750 Penalty: 1849.343994
	Iteration 0F: 2 clusters Score -215976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -213513.109375 Penalty: 3698.687988
	Iteration 0F: 3 clusters Score -213513.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -213939.734375 Penalty: 3698.687988
	Iteration 1F: 3 clusters Score -213939.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -214064.906250 Penalty: 3698.687988
	Iteration 2F: 3 clusters Score -214064.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214131.937500 Penalty: 3698.687988
	Iteration 3Q: 3 clusters Score -214131.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214167.000000 Penalty: 3698.687988
	Iteration 4Q: 3 clusters Score -214167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -214187.000000 Penalty: 3698.687988
	Iteration 5Q: 3 clusters Score -214187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214205.531250 Penalty: 3698.687988
	Iteration 6Q: 3 clusters Score -214205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -214219.093750 Penalty: 3698.687988
	Iteration 7Q: 3 clusters Score -214219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -214231.312500 Penalty: 3698.687988
	Iteration 8Q: 3 clusters Score -214231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -214244.609375 Penalty: 3698.687988
	Iteration 9Q: 3 clusters Score -214244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -214260.375000 Penalty: 3698.687988
	Iteration 10Q: 3 clusters Score -214260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -214267.578125 Penalty: 3698.687988
	Iteration 11Q: 3 clusters Score -214267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -214270.875000 Penalty: 3698.687988
	Iteration 12Q: 3 clusters Score -214270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -214274.984375 Penalty: 3698.687988
	Iteration 13Q: 3 clusters Score -214275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -214278.671875 Penalty: 3698.687988
	Iteration 14Q: 3 clusters Score -214278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214281.140625 Penalty: 3698.687988
	Iteration 15Q: 3 clusters Score -214281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -214282.218750 Penalty: 3698.687988
	Iteration 16Q: 3 clusters Score -214282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -214284.468750 Penalty: 3698.687988
	Iteration 17Q: 3 clusters Score -214284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -214287.406250 Penalty: 3698.687988
	Iteration 18Q: 3 clusters Score -214287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -214289.437500 Penalty: 3698.687988
	Iteration 19Q: 3 clusters Score -214289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -214290.156250 Penalty: 3698.687988
	Iteration 20F: 3 clusters Score -214290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 131751 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50028 members 
Mstep: Class 7 contains 17417 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 277390 members 
Mstep: Class 10 contains 236414 members 
Mstep: Class 11 contains 50586 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 7025 members 
Mstep: Class 16 contains 23253 members 
Mstep: Class 17 contains 24373 members 
Mstep: Class 18 contains 17014 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067752.000000 Penalty: 81763.039062
Iteration 279Q: 25 clusters Score -1.160678e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 131760 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50036 members 
Mstep: Class 7 contains 17408 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 277433 members 
Mstep: Class 10 contains 236410 members 
Mstep: Class 11 contains 50584 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 7009 members 
Mstep: Class 16 contains 23251 members 
Mstep: Class 17 contains 24382 members 
Mstep: Class 18 contains 17018 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42684 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067688.000000 Penalty: 81763.039062
Iteration 280F: 25 clusters Score -1.160677e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 131777 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50036 members 
Mstep: Class 7 contains 17401 members 
Mstep: Class 8 contains 8516 members 
Mstep: Class 9 contains 277447 members 
Mstep: Class 10 contains 236409 members 
Mstep: Class 11 contains 50583 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 6985 members 
Mstep: Class 16 contains 23246 members 
Mstep: Class 17 contains 24407 members 
Mstep: Class 18 contains 17009 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42686 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067744.000000 Penalty: 81763.039062
Iteration 281Q: 25 clusters Score -1.160677e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 131799 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 50030 members 
Mstep: Class 7 contains 17393 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 277466 members 
Mstep: Class 10 contains 236414 members 
Mstep: Class 11 contains 50583 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6964 members 
Mstep: Class 16 contains 23240 members 
Mstep: Class 17 contains 24431 members 
Mstep: Class 18 contains 17000 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42689 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067592.000000 Penalty: 81763.039062
Iteration 282Q: 25 clusters Score -1.160676e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 131811 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50020 members 
Mstep: Class 7 contains 17393 members 
Mstep: Class 8 contains 8473 members 
Mstep: Class 9 contains 277492 members 
Mstep: Class 10 contains 236415 members 
Mstep: Class 11 contains 50581 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 23235 members 
Mstep: Class 17 contains 24458 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 42685 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067600.000000 Penalty: 81763.039062
Iteration 283Q: 25 clusters Score -1.160676e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 131808 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50012 members 
Mstep: Class 7 contains 17391 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 277523 members 
Mstep: Class 10 contains 236419 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6917 members 
Mstep: Class 16 contains 23234 members 
Mstep: Class 17 contains 24489 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 42683 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067616.000000 Penalty: 81763.039062
Iteration 284Q: 25 clusters Score -1.160676e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 131817 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50004 members 
Mstep: Class 7 contains 17387 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 277543 members 
Mstep: Class 10 contains 236425 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 23228 members 
Mstep: Class 17 contains 24526 members 
Mstep: Class 18 contains 16983 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42681 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067504.000000 Penalty: 81763.039062
Iteration 285Q: 25 clusters Score -1.160675e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 131820 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50001 members 
Mstep: Class 7 contains 17388 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 277559 members 
Mstep: Class 10 contains 236426 members 
Mstep: Class 11 contains 50576 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 23222 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42678 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067584.000000 Penalty: 81763.039062
Iteration 286Q: 25 clusters Score -1.160676e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 131816 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49996 members 
Mstep: Class 7 contains 17386 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 277567 members 
Mstep: Class 10 contains 236423 members 
Mstep: Class 11 contains 50578 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 23222 members 
Mstep: Class 17 contains 24598 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42674 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067536.000000 Penalty: 81763.039062
Iteration 287Q: 25 clusters Score -1.160675e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 131815 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49992 members 
Mstep: Class 7 contains 17382 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 277600 members 
Mstep: Class 10 contains 236425 members 
Mstep: Class 11 contains 50577 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 23219 members 
Mstep: Class 17 contains 24615 members 
Mstep: Class 18 contains 16976 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42670 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067384.000000 Penalty: 81763.039062
Iteration 288Q: 25 clusters Score -1.160674e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 131819 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49996 members 
Mstep: Class 7 contains 17378 members 
Mstep: Class 8 contains 8394 members 
Mstep: Class 9 contains 277615 members 
Mstep: Class 10 contains 236420 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24631 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42669 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 289Q: 25 clusters Score -1.160674e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131824 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 17379 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 277627 members 
Mstep: Class 10 contains 236415 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24647 members 
Mstep: Class 18 contains 16971 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067416.000000 Penalty: 81763.039062
Iteration 290Q: 25 clusters Score -1.160674e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131811 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 17377 members 
Mstep: Class 8 contains 8385 members 
Mstep: Class 9 contains 277640 members 
Mstep: Class 10 contains 236412 members 
Mstep: Class 11 contains 50581 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 23216 members 
Mstep: Class 17 contains 24668 members 
Mstep: Class 18 contains 16971 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 291Q: 25 clusters Score -1.160674e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131810 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49992 members 
Mstep: Class 7 contains 17374 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 277647 members 
Mstep: Class 10 contains 236409 members 
Mstep: Class 11 contains 50582 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24688 members 
Mstep: Class 18 contains 16970 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42672 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067432.000000 Penalty: 81763.039062
Iteration 292Q: 25 clusters Score -1.160674e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131811 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 8371 members 
Mstep: Class 9 contains 277667 members 
Mstep: Class 10 contains 236408 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24702 members 
Mstep: Class 18 contains 16962 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42672 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 293Q: 25 clusters Score -1.160674e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131813 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 8360 members 
Mstep: Class 9 contains 277690 members 
Mstep: Class 10 contains 236406 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24718 members 
Mstep: Class 18 contains 16956 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42669 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 294Q: 25 clusters Score -1.160674e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131809 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50002 members 
Mstep: Class 7 contains 17365 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 277698 members 
Mstep: Class 10 contains 236406 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 16953 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067480.000000 Penalty: 81763.039062
Iteration 295Q: 25 clusters Score -1.160675e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131809 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50003 members 
Mstep: Class 7 contains 17366 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 277712 members 
Mstep: Class 10 contains 236402 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 24769 members 
Mstep: Class 18 contains 16951 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42667 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067472.000000 Penalty: 81763.039062
Iteration 296Q: 25 clusters Score -1.160675e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131811 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49999 members 
Mstep: Class 7 contains 17363 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 277727 members 
Mstep: Class 10 contains 236402 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 16951 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42667 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067496.000000 Penalty: 81763.039062
Iteration 297Q: 25 clusters Score -1.160675e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131822 members 
Mstep: Class 3 contains 12353 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49996 members 
Mstep: Class 7 contains 17361 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 277740 members 
Mstep: Class 10 contains 236395 members 
Mstep: Class 11 contains 50581 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 16950 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42665 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067440.000000 Penalty: 81763.039062
Iteration 298Q: 25 clusters Score -1.160674e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131830 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49992 members 
Mstep: Class 7 contains 17359 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 277755 members 
Mstep: Class 10 contains 236392 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 16950 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42663 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067432.000000 Penalty: 81763.039062
Iteration 299Q: 25 clusters Score -1.160674e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131830 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49999 members 
Mstep: Class 7 contains 17357 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 277768 members 
Mstep: Class 10 contains 236390 members 
Mstep: Class 11 contains 50576 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 16952 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42660 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 300F: 25 clusters Score -1.160674e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131834 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50000 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 9 contains 277788 members 
Mstep: Class 10 contains 236391 members 
Mstep: Class 11 contains 50573 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 16945 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42661 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067280.000000 Penalty: 81763.039062
Iteration 301Q: 25 clusters Score -1.160673e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131847 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50001 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 277797 members 
Mstep: Class 10 contains 236387 members 
Mstep: Class 11 contains 50570 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 16941 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42663 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 302Q: 25 clusters Score -1.160674e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131859 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49999 members 
Mstep: Class 7 contains 17357 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 277806 members 
Mstep: Class 10 contains 236388 members 
Mstep: Class 11 contains 50563 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6582 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 16939 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42662 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067280.000000 Penalty: 81763.039062
Iteration 303Q: 25 clusters Score -1.160673e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131868 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50003 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 277804 members 
Mstep: Class 10 contains 236390 members 
Mstep: Class 11 contains 50560 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6570 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 16940 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42663 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 304Q: 25 clusters Score -1.160674e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 131873 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50007 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 277814 members 
Mstep: Class 10 contains 236392 members 
Mstep: Class 11 contains 50558 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 16939 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42663 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 305Q: 25 clusters Score -1.160674e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131873 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50007 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8195 members 
Mstep: Class 9 contains 277832 members 
Mstep: Class 10 contains 236391 members 
Mstep: Class 11 contains 50555 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6542 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24930 members 
Mstep: Class 18 contains 16940 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42662 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067392.000000 Penalty: 81763.039062
Iteration 306Q: 25 clusters Score -1.160674e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131875 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50010 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 277848 members 
Mstep: Class 10 contains 236388 members 
Mstep: Class 11 contains 50553 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24948 members 
Mstep: Class 18 contains 16939 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42661 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067456.000000 Penalty: 81763.039062
Iteration 307Q: 25 clusters Score -1.160675e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131886 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50017 members 
Mstep: Class 7 contains 17349 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 9 contains 277850 members 
Mstep: Class 10 contains 236383 members 
Mstep: Class 11 contains 50550 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 24962 members 
Mstep: Class 18 contains 16940 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42659 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067480.000000 Penalty: 81763.039062
Iteration 308Q: 25 clusters Score -1.160675e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131893 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 17350 members 
Mstep: Class 8 contains 8171 members 
Mstep: Class 9 contains 277857 members 
Mstep: Class 10 contains 236384 members 
Mstep: Class 11 contains 50549 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6493 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 24975 members 
Mstep: Class 18 contains 16936 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42656 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067416.000000 Penalty: 81763.039062
Iteration 309Q: 25 clusters Score -1.160674e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131904 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50011 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 277860 members 
Mstep: Class 10 contains 236386 members 
Mstep: Class 11 contains 50547 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 16931 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42654 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067392.000000 Penalty: 81763.039062
Iteration 310Q: 25 clusters Score -1.160674e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131909 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50013 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8159 members 
Mstep: Class 9 contains 277857 members 
Mstep: Class 10 contains 236389 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6477 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 24992 members 
Mstep: Class 18 contains 16930 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42653 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067440.000000 Penalty: 81763.039062
Iteration 311Q: 25 clusters Score -1.160674e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131917 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8154 members 
Mstep: Class 9 contains 277856 members 
Mstep: Class 10 contains 236388 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25000 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42651 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 312Q: 25 clusters Score -1.160674e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131926 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50012 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8148 members 
Mstep: Class 9 contains 277854 members 
Mstep: Class 10 contains 236391 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42649 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067352.000000 Penalty: 81763.039062
Iteration 313Q: 25 clusters Score -1.160674e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131942 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50009 members 
Mstep: Class 7 contains 17350 members 
Mstep: Class 8 contains 8141 members 
Mstep: Class 9 contains 277867 members 
Mstep: Class 10 contains 236389 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6463 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25010 members 
Mstep: Class 18 contains 16920 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42644 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067400.000000 Penalty: 81763.039062
Iteration 314Q: 25 clusters Score -1.160674e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131949 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50007 members 
Mstep: Class 7 contains 17348 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 277869 members 
Mstep: Class 10 contains 236392 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6455 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 25015 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067408.000000 Penalty: 81763.039062
Iteration 315Q: 25 clusters Score -1.160674e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131958 members 
Mstep: Class 3 contains 12369 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 50001 members 
Mstep: Class 7 contains 17347 members 
Mstep: Class 8 contains 8133 members 
Mstep: Class 9 contains 277868 members 
Mstep: Class 10 contains 236397 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 316Q: 25 clusters Score -1.160674e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131967 members 
Mstep: Class 3 contains 12370 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49997 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 277869 members 
Mstep: Class 10 contains 236401 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067304.000000 Penalty: 81763.039062
Iteration 317Q: 25 clusters Score -1.160673e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131972 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49995 members 
Mstep: Class 7 contains 17347 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 277864 members 
Mstep: Class 10 contains 236407 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6434 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 25025 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42641 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067320.000000 Penalty: 81763.039062
Iteration 318Q: 25 clusters Score -1.160673e+08 nChanged 38
Entering ConstructFrom: 
Score: -116067320.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (10126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Entering Unmasked Estep 
Score: -1284265.875000 Penalty: 2287.269531
	Iteration 0F: 2 clusters Score -1284266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1276427.625000 Penalty: 4574.539062
	Iteration 0F: 3 clusters Score -1276428 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1278700.125000 Penalty: 4574.539062
	Iteration 1F: 3 clusters Score -1278700 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1278987.875000 Penalty: 4574.539062
	Iteration 2F: 3 clusters Score -1278988 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1279188.375000 Penalty: 4574.539062
	Iteration 3Q: 3 clusters Score -1279188 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1279367.000000 Penalty: 4574.539062
	Iteration 4Q: 3 clusters Score -1279367 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1279552.250000 Penalty: 4574.539062
	Iteration 5Q: 3 clusters Score -1279552 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1279756.375000 Penalty: 4574.539062
	Iteration 6Q: 3 clusters Score -1279756 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1279983.875000 Penalty: 4574.539062
	Iteration 7Q: 3 clusters Score -1279984 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1280257.625000 Penalty: 4574.539062
	Iteration 8Q: 3 clusters Score -1280258 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1280534.375000 Penalty: 4574.539062
	Iteration 9Q: 3 clusters Score -1280534 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1280821.125000 Penalty: 4574.539062
	Iteration 10Q: 3 clusters Score -1280821 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1281051.750000 Penalty: 4574.539062
	Iteration 11Q: 3 clusters Score -1281052 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1281256.000000 Penalty: 4574.539062
	Iteration 12Q: 3 clusters Score -1281256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1281458.750000 Penalty: 4574.539062
	Iteration 13Q: 3 clusters Score -1281459 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1281637.750000 Penalty: 4574.539062
	Iteration 14Q: 3 clusters Score -1281638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1281778.625000 Penalty: 4574.539062
	Iteration 15Q: 3 clusters Score -1281779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1281897.375000 Penalty: 4574.539062
	Iteration 16Q: 3 clusters Score -1281897 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1281999.625000 Penalty: 4574.539062
	Iteration 17Q: 3 clusters Score -1282000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1282077.125000 Penalty: 4574.539062
	Iteration 18Q: 3 clusters Score -1282077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1282135.375000 Penalty: 4574.539062
	Iteration 19Q: 3 clusters Score -1282135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1282167.750000 Penalty: 4574.539062
	Iteration 20F: 3 clusters Score -1282168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1282193.750000 Penalty: 4574.539062
	Iteration 21Q: 3 clusters Score -1282194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1282211.000000 Penalty: 4574.539062
	Iteration 22Q: 3 clusters Score -1282211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1282219.000000 Penalty: 4574.539062
	Iteration 23Q: 3 clusters Score -1282219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1282228.500000 Penalty: 4574.539062
	Iteration 24Q: 3 clusters Score -1282228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1282232.375000 Penalty: 4574.539062
	Iteration 25Q: 3 clusters Score -1282232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1282235.000000 Penalty: 4574.539062
	Iteration 26Q: 3 clusters Score -1282235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1282237.750000 Penalty: 4574.539062
	Iteration 27Q: 3 clusters Score -1282238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1282239.625000 Penalty: 4574.539062
	Iteration 28Q: 3 clusters Score -1282240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1282244.500000 Penalty: 4574.539062
	Iteration 29Q: 3 clusters Score -1282244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1282254.250000 Penalty: 4574.539062
	Iteration 30Q: 3 clusters Score -1282254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1282256.500000 Penalty: 4574.539062
	Iteration 31Q: 3 clusters Score -1282256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1282260.375000 Penalty: 4574.539062
	Iteration 32Q: 3 clusters Score -1282260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1282263.625000 Penalty: 4574.539062
	Iteration 33Q: 3 clusters Score -1282264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1282263.625000 Penalty: 4574.539062
	Iteration 34Q: 3 clusters Score -1282264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1282263.375000 Penalty: 4574.539062
	Iteration 35Q: 3 clusters Score -1282263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1282263.375000 Penalty: 4574.539062
	Iteration 36F: 3 clusters Score -1282263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (131979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Entering Unmasked Estep 
Score: -16918704.000000 Penalty: 2924.018555
	Iteration 0F: 2 clusters Score -1.69187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -16830628.000000 Penalty: 5848.037109
	Iteration 0F: 3 clusters Score -1.683063e+07 nChanged 62995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -16867212.000000 Penalty: 5848.037109
	Iteration 1F: 3 clusters Score -1.686721e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -16868084.000000 Penalty: 5848.037109
	Iteration 2Q: 3 clusters Score -1.686808e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -16869098.000000 Penalty: 5848.037109
	Iteration 3Q: 3 clusters Score -1.68691e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -16870224.000000 Penalty: 5848.037109
	Iteration 4Q: 3 clusters Score -1.687022e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -16872048.000000 Penalty: 5848.037109
	Iteration 5Q: 3 clusters Score -1.687205e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -16874764.000000 Penalty: 5848.037109
	Iteration 6Q: 3 clusters Score -1.687476e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -16879312.000000 Penalty: 5848.037109
	Iteration 7F: 3 clusters Score -1.687931e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -16886038.000000 Penalty: 5848.037109
	Iteration 8F: 3 clusters Score -1.688604e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -16894158.000000 Penalty: 5848.037109
	Iteration 9F: 3 clusters Score -1.689416e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -16902194.000000 Penalty: 5848.037109
	Iteration 10F: 3 clusters Score -1.690219e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -16907820.000000 Penalty: 5848.037109
	Iteration 11Q: 3 clusters Score -1.690782e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -16910994.000000 Penalty: 5848.037109
	Iteration 12Q: 3 clusters Score -1.691099e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 126070 members 
Entering Unmasked Estep 
Score: -16912896.000000 Penalty: 5848.037109
	Iteration 13Q: 3 clusters Score -1.69129e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -16914046.000000 Penalty: 5848.037109
	Iteration 14Q: 3 clusters Score -1.691405e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 128691 members 
Entering Unmasked Estep 
Score: -16914856.000000 Penalty: 5848.037109
	Iteration 15Q: 3 clusters Score -1.691486e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -16915244.000000 Penalty: 5848.037109
	Iteration 16Q: 3 clusters Score -1.691524e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 129894 members 
Entering Unmasked Estep 
Score: -16915560.000000 Penalty: 5848.037109
	Iteration 17Q: 3 clusters Score -1.691556e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -16915782.000000 Penalty: 5848.037109
	Iteration 18Q: 3 clusters Score -1.691578e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -16915898.000000 Penalty: 5848.037109
	Iteration 19Q: 3 clusters Score -1.69159e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 130632 members 
Entering Unmasked Estep 
Score: -16916010.000000 Penalty: 5848.037109
	Iteration 20F: 3 clusters Score -1.691601e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -16916088.000000 Penalty: 5848.037109
	Iteration 21Q: 3 clusters Score -1.691609e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -16916114.000000 Penalty: 5848.037109
	Iteration 22Q: 3 clusters Score -1.691611e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -16916162.000000 Penalty: 5848.037109
	Iteration 23Q: 3 clusters Score -1.691616e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -16916228.000000 Penalty: 5848.037109
	Iteration 24Q: 3 clusters Score -1.691623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -16916266.000000 Penalty: 5848.037109
	Iteration 25Q: 3 clusters Score -1.691627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 131082 members 
Entering Unmasked Estep 
Score: -16916286.000000 Penalty: 5848.037109
	Iteration 26Q: 3 clusters Score -1.691629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 131104 members 
Entering Unmasked Estep 
Score: -16916310.000000 Penalty: 5848.037109
	Iteration 27Q: 3 clusters Score -1.691631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -16916308.000000 Penalty: 5848.037109
	Iteration 28Q: 3 clusters Score -1.691631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -16916326.000000 Penalty: 5848.037109
	Iteration 29Q: 3 clusters Score -1.691633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 131138 members 
Entering Unmasked Estep 
Score: -16916314.000000 Penalty: 5848.037109
	Iteration 30Q: 3 clusters Score -1.691631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 131143 members 
Entering Unmasked Estep 
Score: -16916322.000000 Penalty: 5848.037109
	Iteration 31Q: 3 clusters Score -1.691632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 131146 members 
Entering Unmasked Estep 
Score: -16916318.000000 Penalty: 5848.037109
	Iteration 32Q: 3 clusters Score -1.691632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -16916332.000000 Penalty: 5848.037109
	Iteration 33Q: 3 clusters Score -1.691633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -16916330.000000 Penalty: 5848.037109
	Iteration 34Q: 3 clusters Score -1.691633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -16916330.000000 Penalty: 5848.037109
	Iteration 35F: 3 clusters Score -1.691633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Entering Unmasked Estep 
Score: -1495460.000000 Penalty: 2336.911377
	Iteration 0F: 2 clusters Score -1495460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1486250.750000 Penalty: 4673.822754
	Iteration 0F: 3 clusters Score -1486251 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1489064.750000 Penalty: 4673.822754
	Iteration 1F: 3 clusters Score -1489065 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1489361.000000 Penalty: 4673.822754
	Iteration 2F: 3 clusters Score -1489361 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1489574.375000 Penalty: 4673.822754
	Iteration 3Q: 3 clusters Score -1489574 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1489749.875000 Penalty: 4673.822754
	Iteration 4Q: 3 clusters Score -1489750 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1489894.250000 Penalty: 4673.822754
	Iteration 5Q: 3 clusters Score -1489894 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1490024.125000 Penalty: 4673.822754
	Iteration 6Q: 3 clusters Score -1490024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1490134.875000 Penalty: 4673.822754
	Iteration 7Q: 3 clusters Score -1490135 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1490237.500000 Penalty: 4673.822754
	Iteration 8Q: 3 clusters Score -1490238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1490323.125000 Penalty: 4673.822754
	Iteration 9Q: 3 clusters Score -1490323 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1490423.875000 Penalty: 4673.822754
	Iteration 10Q: 3 clusters Score -1490424 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1490511.250000 Penalty: 4673.822754
	Iteration 11Q: 3 clusters Score -1490511 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1490631.750000 Penalty: 4673.822754
	Iteration 12Q: 3 clusters Score -1490632 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1490780.250000 Penalty: 4673.822754
	Iteration 13Q: 3 clusters Score -1490780 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1490963.750000 Penalty: 4673.822754
	Iteration 14Q: 3 clusters Score -1490964 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1491198.750000 Penalty: 4673.822754
	Iteration 15Q: 3 clusters Score -1491199 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1491485.875000 Penalty: 4673.822754
	Iteration 16Q: 3 clusters Score -1491486 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1491803.125000 Penalty: 4673.822754
	Iteration 17Q: 3 clusters Score -1491803 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1492111.875000 Penalty: 4673.822754
	Iteration 18Q: 3 clusters Score -1492112 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1492362.750000 Penalty: 4673.822754
	Iteration 19Q: 3 clusters Score -1492363 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1492560.375000 Penalty: 4673.822754
	Iteration 20F: 3 clusters Score -1492560 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1492705.500000 Penalty: 4673.822754
	Iteration 21Q: 3 clusters Score -1492706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1492800.625000 Penalty: 4673.822754
	Iteration 22Q: 3 clusters Score -1492801 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1492858.000000 Penalty: 4673.822754
	Iteration 23Q: 3 clusters Score -1492858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1492906.750000 Penalty: 4673.822754
	Iteration 24Q: 3 clusters Score -1492907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1492945.375000 Penalty: 4673.822754
	Iteration 25Q: 3 clusters Score -1492945 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1492972.250000 Penalty: 4673.822754
	Iteration 26Q: 3 clusters Score -1492972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1492997.500000 Penalty: 4673.822754
	Iteration 27Q: 3 clusters Score -1492998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1493014.500000 Penalty: 4673.822754
	Iteration 28Q: 3 clusters Score -1493014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1493030.125000 Penalty: 4673.822754
	Iteration 29Q: 3 clusters Score -1493030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1493045.250000 Penalty: 4673.822754
	Iteration 30Q: 3 clusters Score -1493045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1493059.500000 Penalty: 4673.822754
	Iteration 31Q: 3 clusters Score -1493060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1493070.000000 Penalty: 4673.822754
	Iteration 32Q: 3 clusters Score -1493070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1493067.375000 Penalty: 4673.822754
	Iteration 33Q: 3 clusters Score -1493067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1493076.000000 Penalty: 4673.822754
	Iteration 34Q: 3 clusters Score -1493076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1493078.875000 Penalty: 4673.822754
	Iteration 35Q: 3 clusters Score -1493079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1493082.875000 Penalty: 4673.822754
	Iteration 36Q: 3 clusters Score -1493083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1493086.000000 Penalty: 4673.822754
	Iteration 37Q: 3 clusters Score -1493086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1493086.875000 Penalty: 4673.822754
	Iteration 38Q: 3 clusters Score -1493087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1493089.250000 Penalty: 4673.822754
	Iteration 39Q: 3 clusters Score -1493089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1493090.625000 Penalty: 4673.822754
	Iteration 40F: 3 clusters Score -1493091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1493094.250000 Penalty: 4673.822754
	Iteration 41Q: 3 clusters Score -1493094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1493097.625000 Penalty: 4673.822754
	Iteration 42Q: 3 clusters Score -1493098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1493105.000000 Penalty: 4673.822754
	Iteration 43Q: 3 clusters Score -1493105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1493110.625000 Penalty: 4673.822754
	Iteration 44Q: 3 clusters Score -1493111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1493106.250000 Penalty: 4673.822754
	Iteration 45Q: 3 clusters Score -1493106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1493110.500000 Penalty: 4673.822754
	Iteration 46Q: 3 clusters Score -1493110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1493111.875000 Penalty: 4673.822754
	Iteration 47Q: 3 clusters Score -1493112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1493112.125000 Penalty: 4673.822754
	Iteration 48Q: 3 clusters Score -1493112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1493116.250000 Penalty: 4673.822754
	Iteration 49Q: 3 clusters Score -1493116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1493120.500000 Penalty: 4673.822754
	Iteration 50Q: 3 clusters Score -1493120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1493121.625000 Penalty: 4673.822754
	Iteration 51Q: 3 clusters Score -1493122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1493125.375000 Penalty: 4673.822754
	Iteration 52Q: 3 clusters Score -1493125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1493131.375000 Penalty: 4673.822754
	Iteration 53Q: 3 clusters Score -1493131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1493135.000000 Penalty: 4673.822754
	Iteration 54Q: 3 clusters Score -1493135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1493132.125000 Penalty: 4673.822754
	Iteration 55Q: 3 clusters Score -1493132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1493137.250000 Penalty: 4673.822754
	Iteration 56Q: 3 clusters Score -1493137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1493141.250000 Penalty: 4673.822754
	Iteration 57Q: 3 clusters Score -1493141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1493138.500000 Penalty: 4673.822754
	Iteration 58Q: 3 clusters Score -1493138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1493141.250000 Penalty: 4673.822754
	Iteration 59Q: 3 clusters Score -1493141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1493143.750000 Penalty: 4673.822754
	Iteration 60F: 3 clusters Score -1493144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1493144.000000 Penalty: 4673.822754
	Iteration 61Q: 3 clusters Score -1493144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1493148.875000 Penalty: 4673.822754
	Iteration 62Q: 3 clusters Score -1493149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1493151.000000 Penalty: 4673.822754
	Iteration 63Q: 3 clusters Score -1493151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1493153.750000 Penalty: 4673.822754
	Iteration 64Q: 3 clusters Score -1493154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1493156.500000 Penalty: 4673.822754
	Iteration 65Q: 3 clusters Score -1493156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1493161.000000 Penalty: 4673.822754
	Iteration 66Q: 3 clusters Score -1493161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1493162.625000 Penalty: 4673.822754
	Iteration 67Q: 3 clusters Score -1493163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1493165.750000 Penalty: 4673.822754
	Iteration 68Q: 3 clusters Score -1493166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1493164.750000 Penalty: 4673.822754
	Iteration 69Q: 3 clusters Score -1493165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1493166.500000 Penalty: 4673.822754
	Iteration 70Q: 3 clusters Score -1493166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1493166.500000 Penalty: 4673.822754
	Iteration 71Q: 3 clusters Score -1493166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1493168.250000 Penalty: 4673.822754
	Iteration 72Q: 3 clusters Score -1493168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1493171.500000 Penalty: 4673.822754
	Iteration 73Q: 3 clusters Score -1493172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1493172.250000 Penalty: 4673.822754
	Iteration 74Q: 3 clusters Score -1493172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1493176.625000 Penalty: 4673.822754
	Iteration 75Q: 3 clusters Score -1493177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1493179.500000 Penalty: 4673.822754
	Iteration 76Q: 3 clusters Score -1493180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1493183.875000 Penalty: 4673.822754
	Iteration 77Q: 3 clusters Score -1493184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1493189.000000 Penalty: 4673.822754
	Iteration 78Q: 3 clusters Score -1493189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1493188.125000 Penalty: 4673.822754
	Iteration 79Q: 3 clusters Score -1493188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1493187.875000 Penalty: 4673.822754
	Iteration 80F: 3 clusters Score -1493188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1493189.250000 Penalty: 4673.822754
	Iteration 81Q: 3 clusters Score -1493189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1493195.125000 Penalty: 4673.822754
	Iteration 82Q: 3 clusters Score -1493195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1493198.000000 Penalty: 4673.822754
	Iteration 83Q: 3 clusters Score -1493198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1493203.000000 Penalty: 4673.822754
	Iteration 84Q: 3 clusters Score -1493203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1493213.375000 Penalty: 4673.822754
	Iteration 85Q: 3 clusters Score -1493213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1493215.125000 Penalty: 4673.822754
	Iteration 86Q: 3 clusters Score -1493215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1493223.000000 Penalty: 4673.822754
	Iteration 87Q: 3 clusters Score -1493223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1493224.500000 Penalty: 4673.822754
	Iteration 88Q: 3 clusters Score -1493224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1493233.125000 Penalty: 4673.822754
	Iteration 89Q: 3 clusters Score -1493233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1493238.375000 Penalty: 4673.822754
	Iteration 90Q: 3 clusters Score -1493238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1493245.000000 Penalty: 4673.822754
	Iteration 91Q: 3 clusters Score -1493245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1493253.625000 Penalty: 4673.822754
	Iteration 92Q: 3 clusters Score -1493254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1493261.500000 Penalty: 4673.822754
	Iteration 93Q: 3 clusters Score -1493262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1493272.000000 Penalty: 4673.822754
	Iteration 94Q: 3 clusters Score -1493272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1493272.875000 Penalty: 4673.822754
	Iteration 95Q: 3 clusters Score -1493273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1493274.875000 Penalty: 4673.822754
	Iteration 96Q: 3 clusters Score -1493275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1493277.500000 Penalty: 4673.822754
	Iteration 97Q: 3 clusters Score -1493278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1493282.625000 Penalty: 4673.822754
	Iteration 98Q: 3 clusters Score -1493283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1493283.625000 Penalty: 4673.822754
	Iteration 99Q: 3 clusters Score -1493284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1493285.125000 Penalty: 4673.822754
	Iteration 100F: 3 clusters Score -1493285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1493290.000000 Penalty: 4673.822754
	Iteration 101Q: 3 clusters Score -1493290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1493287.375000 Penalty: 4673.822754
	Iteration 102Q: 3 clusters Score -1493287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1493292.750000 Penalty: 4673.822754
	Iteration 103Q: 3 clusters Score -1493293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1493297.875000 Penalty: 4673.822754
	Iteration 104Q: 3 clusters Score -1493298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1493301.750000 Penalty: 4673.822754
	Iteration 105Q: 3 clusters Score -1493302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1493303.750000 Penalty: 4673.822754
	Iteration 106Q: 3 clusters Score -1493304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1493307.125000 Penalty: 4673.822754
	Iteration 107Q: 3 clusters Score -1493307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1493312.625000 Penalty: 4673.822754
	Iteration 108Q: 3 clusters Score -1493313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1493312.125000 Penalty: 4673.822754
	Iteration 109Q: 3 clusters Score -1493312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1493320.250000 Penalty: 4673.822754
	Iteration 110Q: 3 clusters Score -1493320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1493328.750000 Penalty: 4673.822754
	Iteration 111Q: 3 clusters Score -1493329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1493337.375000 Penalty: 4673.822754
	Iteration 112Q: 3 clusters Score -1493337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1493342.500000 Penalty: 4673.822754
	Iteration 113Q: 3 clusters Score -1493342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1493346.500000 Penalty: 4673.822754
	Iteration 114Q: 3 clusters Score -1493346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1493359.625000 Penalty: 4673.822754
	Iteration 115Q: 3 clusters Score -1493360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1493364.375000 Penalty: 4673.822754
	Iteration 116Q: 3 clusters Score -1493364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1493368.625000 Penalty: 4673.822754
	Iteration 117Q: 3 clusters Score -1493369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1493372.625000 Penalty: 4673.822754
	Iteration 118Q: 3 clusters Score -1493373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1493380.000000 Penalty: 4673.822754
	Iteration 119Q: 3 clusters Score -1493380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1493382.250000 Penalty: 4673.822754
	Iteration 120F: 3 clusters Score -1493382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1493383.375000 Penalty: 4673.822754
	Iteration 121Q: 3 clusters Score -1493383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1493388.125000 Penalty: 4673.822754
	Iteration 122Q: 3 clusters Score -1493388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1493396.625000 Penalty: 4673.822754
	Iteration 123Q: 3 clusters Score -1493397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1493403.625000 Penalty: 4673.822754
	Iteration 124Q: 3 clusters Score -1493404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1493408.375000 Penalty: 4673.822754
	Iteration 125Q: 3 clusters Score -1493408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1493416.125000 Penalty: 4673.822754
	Iteration 126Q: 3 clusters Score -1493416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1493424.875000 Penalty: 4673.822754
	Iteration 127Q: 3 clusters Score -1493425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1493433.500000 Penalty: 4673.822754
	Iteration 128Q: 3 clusters Score -1493434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1493438.000000 Penalty: 4673.822754
	Iteration 129Q: 3 clusters Score -1493438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1493444.375000 Penalty: 4673.822754
	Iteration 130Q: 3 clusters Score -1493444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1493447.625000 Penalty: 4673.822754
	Iteration 131Q: 3 clusters Score -1493448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1493446.375000 Penalty: 4673.822754
	Iteration 132Q: 3 clusters Score -1493446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1493450.625000 Penalty: 4673.822754
	Iteration 133Q: 3 clusters Score -1493451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1493456.625000 Penalty: 4673.822754
	Iteration 134Q: 3 clusters Score -1493457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1493457.375000 Penalty: 4673.822754
	Iteration 135Q: 3 clusters Score -1493457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1493458.875000 Penalty: 4673.822754
	Iteration 136Q: 3 clusters Score -1493459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1493464.125000 Penalty: 4673.822754
	Iteration 137Q: 3 clusters Score -1493464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1493464.000000 Penalty: 4673.822754
	Iteration 138Q: 3 clusters Score -1493464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1493463.000000 Penalty: 4673.822754
	Iteration 139Q: 3 clusters Score -1493463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1493463.625000 Penalty: 4673.822754
	Iteration 140F: 3 clusters Score -1493464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1493470.000000 Penalty: 4673.822754
	Iteration 141Q: 3 clusters Score -1493470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1493474.375000 Penalty: 4673.822754
	Iteration 142Q: 3 clusters Score -1493474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1493483.750000 Penalty: 4673.822754
	Iteration 143Q: 3 clusters Score -1493484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1493484.625000 Penalty: 4673.822754
	Iteration 144Q: 3 clusters Score -1493485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1493489.000000 Penalty: 4673.822754
	Iteration 145Q: 3 clusters Score -1493489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1493489.875000 Penalty: 4673.822754
	Iteration 146Q: 3 clusters Score -1493490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1493492.250000 Penalty: 4673.822754
	Iteration 147Q: 3 clusters Score -1493492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1493493.250000 Penalty: 4673.822754
	Iteration 148Q: 3 clusters Score -1493493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1493494.750000 Penalty: 4673.822754
	Iteration 149Q: 3 clusters Score -1493495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1493497.750000 Penalty: 4673.822754
	Iteration 150Q: 3 clusters Score -1493498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1493498.500000 Penalty: 4673.822754
	Iteration 151Q: 3 clusters Score -1493498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1493496.750000 Penalty: 4673.822754
	Iteration 152Q: 3 clusters Score -1493497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1493497.750000 Penalty: 4673.822754
	Iteration 153Q: 3 clusters Score -1493498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1493500.375000 Penalty: 4673.822754
	Iteration 154Q: 3 clusters Score -1493500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1493501.250000 Penalty: 4673.822754
	Iteration 155Q: 3 clusters Score -1493501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1493504.250000 Penalty: 4673.822754
	Iteration 156Q: 3 clusters Score -1493504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1493504.125000 Penalty: 4673.822754
	Iteration 157Q: 3 clusters Score -1493504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1493504.000000 Penalty: 4673.822754
	Iteration 158Q: 3 clusters Score -1493504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1493502.500000 Penalty: 4673.822754
	Iteration 159Q: 3 clusters Score -1493502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1493507.625000 Penalty: 4673.822754
	Iteration 160F: 3 clusters Score -1493508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1493503.750000 Penalty: 4673.822754
	Iteration 161Q: 3 clusters Score -1493504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1493503.875000 Penalty: 4673.822754
	Iteration 162Q: 3 clusters Score -1493504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1493502.750000 Penalty: 4673.822754
	Iteration 163Q: 3 clusters Score -1493503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1493502.750000 Penalty: 4673.822754
	Iteration 164Q: 3 clusters Score -1493503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1493504.875000 Penalty: 4673.822754
	Iteration 165Q: 3 clusters Score -1493505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1493504.875000 Penalty: 4673.822754
	Iteration 166F: 3 clusters Score -1493505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -277065.906250 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -277065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -274272.750000 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -274272.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -274831.125000 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -274831.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -274943.250000 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -274943.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -275005.593750 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -275005.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275046.468750 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -275046.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -275079.562500 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -275079.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -275103.531250 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -275103.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -275125.093750 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -275125.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -275147.343750 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -275147.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -275163.312500 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -275163.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -275173.687500 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -275173.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -275183.125000 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -275183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275186.343750 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -275186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275188.593750 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -275188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -275188.875000 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -275188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -275189.468750 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -275189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -275191.062500 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -275191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -275191.281250 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -275191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -275192.812500 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -275192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -275194.343750 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -275194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -275196.531250 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -275196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275197.937500 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -275197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -275199.250000 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -275199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -275201.437500 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -275201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275205.218750 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -275205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -275208.000000 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -275208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -275210.468750 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -275210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -275211.468750 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -275211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -275212.562500 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -275212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -275212.843750 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -275212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -275213.312500 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -275213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -275213.468750 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -275213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -275214.843750 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -275214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -275214.843750 Penalty: 3836.775146
	Iteration 33F: 3 clusters Score -275214.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -32940.878906 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -32940.88 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 149 members 
Entering Unmasked Estep 
Score: -31671.642578 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -31671.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31827.035156 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -31827.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31916.335938 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -31916.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31978.673828 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -31978.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32073.253906 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -32073.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32163.847656 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -32163.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32203.515625 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -32203.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32239.244141 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -32239.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32276.462891 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -32276.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32327.398438 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -32327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32358.189453 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -32358.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32368.388672 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -32368.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32376.878906 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -32376.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32379.826172 Penalty: 2834.011475
	Iteration 13F: 3 clusters Score -32379.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32399.576172 Penalty: 2834.011475
	Iteration 14Q: 3 clusters Score -32399.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32399.576172 Penalty: 2834.011475
	Iteration 15F: 3 clusters Score -32399.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Entering Unmasked Estep 
Score: -6449837.500000 Penalty: 2683.275146
	Iteration 0F: 2 clusters Score -6449838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6416269.000000 Penalty: 5366.550293
	Iteration 0F: 3 clusters Score -6416269 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6428998.000000 Penalty: 5366.550293
	Iteration 1F: 3 clusters Score -6428998 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -6429470.500000 Penalty: 5366.550293
	Iteration 2Q: 3 clusters Score -6429470 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6429975.500000 Penalty: 5366.550293
	Iteration 3Q: 3 clusters Score -6429976 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -6430574.000000 Penalty: 5366.550293
	Iteration 4Q: 3 clusters Score -6430574 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -6431318.000000 Penalty: 5366.550293
	Iteration 5Q: 3 clusters Score -6431318 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -6432374.500000 Penalty: 5366.550293
	Iteration 6Q: 3 clusters Score -6432374 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6434079.000000 Penalty: 5366.550293
	Iteration 7F: 3 clusters Score -6434079 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6436655.000000 Penalty: 5366.550293
	Iteration 8F: 3 clusters Score -6436655 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -6439900.000000 Penalty: 5366.550293
	Iteration 9F: 3 clusters Score -6439900 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6443111.000000 Penalty: 5366.550293
	Iteration 10F: 3 clusters Score -6443111 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6445424.000000 Penalty: 5366.550293
	Iteration 11Q: 3 clusters Score -6445424 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6446549.000000 Penalty: 5366.550293
	Iteration 12Q: 3 clusters Score -6446549 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6447018.000000 Penalty: 5366.550293
	Iteration 13Q: 3 clusters Score -6447018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6447229.000000 Penalty: 5366.550293
	Iteration 14Q: 3 clusters Score -6447229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -6447320.500000 Penalty: 5366.550293
	Iteration 15Q: 3 clusters Score -6447320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -6447376.500000 Penalty: 5366.550293
	Iteration 16Q: 3 clusters Score -6447376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6447438.000000 Penalty: 5366.550293
	Iteration 17Q: 3 clusters Score -6447438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6447456.000000 Penalty: 5366.550293
	Iteration 18Q: 3 clusters Score -6447456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -6447463.000000 Penalty: 5366.550293
	Iteration 19Q: 3 clusters Score -6447463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6447479.500000 Penalty: 5366.550293
	Iteration 20F: 3 clusters Score -6447480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -6447491.500000 Penalty: 5366.550293
	Iteration 21Q: 3 clusters Score -6447492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6447497.500000 Penalty: 5366.550293
	Iteration 22Q: 3 clusters Score -6447498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6447503.000000 Penalty: 5366.550293
	Iteration 23Q: 3 clusters Score -6447503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6447506.500000 Penalty: 5366.550293
	Iteration 24Q: 3 clusters Score -6447506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6447508.500000 Penalty: 5366.550293
	Iteration 25Q: 3 clusters Score -6447508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6447516.500000 Penalty: 5366.550293
	Iteration 26Q: 3 clusters Score -6447516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6447519.000000 Penalty: 5366.550293
	Iteration 27Q: 3 clusters Score -6447519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6447519.000000 Penalty: 5366.550293
	Iteration 28F: 3 clusters Score -6447519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Entering Unmasked Estep 
Score: -2242294.250000 Penalty: 2420.757080
	Iteration 0F: 2 clusters Score -2242294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2230007.750000 Penalty: 4841.514160
	Iteration 0F: 3 clusters Score -2230008 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2234322.250000 Penalty: 4841.514160
	Iteration 1F: 3 clusters Score -2234322 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2235068.750000 Penalty: 4841.514160
	Iteration 2F: 3 clusters Score -2235069 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2235845.250000 Penalty: 4841.514160
	Iteration 3F: 3 clusters Score -2235845 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2236702.500000 Penalty: 4841.514160
	Iteration 4F: 3 clusters Score -2236702 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2237633.750000 Penalty: 4841.514160
	Iteration 5F: 3 clusters Score -2237634 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2238595.000000 Penalty: 4841.514160
	Iteration 6F: 3 clusters Score -2238595 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2239513.500000 Penalty: 4841.514160
	Iteration 7F: 3 clusters Score -2239514 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2240244.250000 Penalty: 4841.514160
	Iteration 8F: 3 clusters Score -2240244 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2240793.000000 Penalty: 4841.514160
	Iteration 9Q: 3 clusters Score -2240793 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2241151.250000 Penalty: 4841.514160
	Iteration 10Q: 3 clusters Score -2241151 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2241354.000000 Penalty: 4841.514160
	Iteration 11Q: 3 clusters Score -2241354 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2241515.250000 Penalty: 4841.514160
	Iteration 12Q: 3 clusters Score -2241515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2241582.500000 Penalty: 4841.514160
	Iteration 13Q: 3 clusters Score -2241582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2241631.000000 Penalty: 4841.514160
	Iteration 14Q: 3 clusters Score -2241631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2241649.000000 Penalty: 4841.514160
	Iteration 15Q: 3 clusters Score -2241649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2241655.000000 Penalty: 4841.514160
	Iteration 16Q: 3 clusters Score -2241655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2241669.500000 Penalty: 4841.514160
	Iteration 17Q: 3 clusters Score -2241670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2241672.750000 Penalty: 4841.514160
	Iteration 18Q: 3 clusters Score -2241673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2241671.000000 Penalty: 4841.514160
	Iteration 19Q: 3 clusters Score -2241671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2241675.000000 Penalty: 4841.514160
	Iteration 20F: 3 clusters Score -2241675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2241676.500000 Penalty: 4841.514160
	Iteration 21Q: 3 clusters Score -2241676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2241676.500000 Penalty: 4841.514160
	Iteration 22F: 3 clusters Score -2241676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -1039585.500000 Penalty: 2232.639404
	Iteration 0F: 2 clusters Score -1039586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1033107.250000 Penalty: 4465.278809
	Iteration 0F: 3 clusters Score -1033107 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1034833.875000 Penalty: 4465.278809
	Iteration 1F: 3 clusters Score -1034834 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1035113.312500 Penalty: 4465.278809
	Iteration 2F: 3 clusters Score -1035113 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1035317.062500 Penalty: 4465.278809
	Iteration 3F: 3 clusters Score -1035317 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1035455.000000 Penalty: 4465.278809
	Iteration 4Q: 3 clusters Score -1035455 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1035572.187500 Penalty: 4465.278809
	Iteration 5Q: 3 clusters Score -1035572 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1035660.687500 Penalty: 4465.278809
	Iteration 6Q: 3 clusters Score -1035661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1035737.062500 Penalty: 4465.278809
	Iteration 7Q: 3 clusters Score -1035737 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1035807.312500 Penalty: 4465.278809
	Iteration 8Q: 3 clusters Score -1035807 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1035876.500000 Penalty: 4465.278809
	Iteration 9Q: 3 clusters Score -1035876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1035941.187500 Penalty: 4465.278809
	Iteration 10Q: 3 clusters Score -1035941 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1036011.500000 Penalty: 4465.278809
	Iteration 11Q: 3 clusters Score -1036012 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1036096.687500 Penalty: 4465.278809
	Iteration 12Q: 3 clusters Score -1036097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1036178.562500 Penalty: 4465.278809
	Iteration 13Q: 3 clusters Score -1036179 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1036277.187500 Penalty: 4465.278809
	Iteration 14Q: 3 clusters Score -1036277 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1036407.062500 Penalty: 4465.278809
	Iteration 15Q: 3 clusters Score -1036407 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1036559.625000 Penalty: 4465.278809
	Iteration 16Q: 3 clusters Score -1036560 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1036749.250000 Penalty: 4465.278809
	Iteration 17Q: 3 clusters Score -1036749 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1036923.125000 Penalty: 4465.278809
	Iteration 18Q: 3 clusters Score -1036923 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1037121.875000 Penalty: 4465.278809
	Iteration 19Q: 3 clusters Score -1037122 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1037295.562500 Penalty: 4465.278809
	Iteration 20F: 3 clusters Score -1037296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1037430.875000 Penalty: 4465.278809
	Iteration 21Q: 3 clusters Score -1037431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1037520.500000 Penalty: 4465.278809
	Iteration 22Q: 3 clusters Score -1037520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1037576.187500 Penalty: 4465.278809
	Iteration 23Q: 3 clusters Score -1037576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1037616.750000 Penalty: 4465.278809
	Iteration 24Q: 3 clusters Score -1037617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1037636.625000 Penalty: 4465.278809
	Iteration 25Q: 3 clusters Score -1037637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1037653.062500 Penalty: 4465.278809
	Iteration 26Q: 3 clusters Score -1037653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1037663.375000 Penalty: 4465.278809
	Iteration 27Q: 3 clusters Score -1037663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1037669.187500 Penalty: 4465.278809
	Iteration 28Q: 3 clusters Score -1037669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1037668.375000 Penalty: 4465.278809
	Iteration 29Q: 3 clusters Score -1037668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1037676.562500 Penalty: 4465.278809
	Iteration 30Q: 3 clusters Score -1037677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1037677.187500 Penalty: 4465.278809
	Iteration 31Q: 3 clusters Score -1037677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1037680.125000 Penalty: 4465.278809
	Iteration 32Q: 3 clusters Score -1037680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1037683.812500 Penalty: 4465.278809
	Iteration 33Q: 3 clusters Score -1037684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1037685.062500 Penalty: 4465.278809
	Iteration 34Q: 3 clusters Score -1037685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1037684.250000 Penalty: 4465.278809
	Iteration 35Q: 3 clusters Score -1037684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1037686.062500 Penalty: 4465.278809
	Iteration 36Q: 3 clusters Score -1037686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1037690.125000 Penalty: 4465.278809
	Iteration 37Q: 3 clusters Score -1037690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1037689.312500 Penalty: 4465.278809
	Iteration 38Q: 3 clusters Score -1037689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1037691.187500 Penalty: 4465.278809
	Iteration 39Q: 3 clusters Score -1037691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1037692.437500 Penalty: 4465.278809
	Iteration 40F: 3 clusters Score -1037692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277864 members 
Entering Unmasked Estep 
Score: -35349800.000000 Penalty: 3108.652100
	Iteration 0F: 2 clusters Score -3.53498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 139296 members 
Entering Unmasked Estep 
Score: -35179360.000000 Penalty: 6217.304199
	Iteration 0F: 3 clusters Score -3.517936e+07 nChanged 134173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -35258684.000000 Penalty: 6217.304199
	Iteration 1F: 3 clusters Score -3.525868e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -35260348.000000 Penalty: 6217.304199
	Iteration 2Q: 3 clusters Score -3.526035e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125099 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -35262968.000000 Penalty: 6217.304199
	Iteration 3Q: 3 clusters Score -3.526297e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 159767 members 
Entering Unmasked Estep 
Score: -35266848.000000 Penalty: 6217.304199
	Iteration 4Q: 3 clusters Score -3.526685e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -35273428.000000 Penalty: 6217.304199
	Iteration 5Q: 3 clusters Score -3.527343e+07 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -35283156.000000 Penalty: 6217.304199
	Iteration 6F: 3 clusters Score -3.528316e+07 nChanged 17402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 199059 members 
Entering Unmasked Estep 
Score: -35295816.000000 Penalty: 6217.304199
	Iteration 7F: 3 clusters Score -3.529582e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 214512 members 
Entering Unmasked Estep 
Score: -35308452.000000 Penalty: 6217.304199
	Iteration 8F: 3 clusters Score -3.530845e+07 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 227017 members 
Entering Unmasked Estep 
Score: -35318988.000000 Penalty: 6217.304199
	Iteration 9F: 3 clusters Score -3.531899e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 236235 members 
Entering Unmasked Estep 
Score: -35325728.000000 Penalty: 6217.304199
	Iteration 10Q: 3 clusters Score -3.532573e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 243017 members 
Entering Unmasked Estep 
Score: -35330656.000000 Penalty: 6217.304199
	Iteration 11Q: 3 clusters Score -3.533066e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 248490 members 
Entering Unmasked Estep 
Score: -35333080.000000 Penalty: 6217.304199
	Iteration 12Q: 3 clusters Score -3.533308e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 253123 members 
Entering Unmasked Estep 
Score: -35335020.000000 Penalty: 6217.304199
	Iteration 13Q: 3 clusters Score -3.533502e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 257107 members 
Entering Unmasked Estep 
Score: -35336696.000000 Penalty: 6217.304199
	Iteration 14Q: 3 clusters Score -3.53367e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 260631 members 
Entering Unmasked Estep 
Score: -35338368.000000 Penalty: 6217.304199
	Iteration 15Q: 3 clusters Score -3.533837e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 263676 members 
Entering Unmasked Estep 
Score: -35339856.000000 Penalty: 6217.304199
	Iteration 16Q: 3 clusters Score -3.533986e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 266280 members 
Entering Unmasked Estep 
Score: -35340952.000000 Penalty: 6217.304199
	Iteration 17Q: 3 clusters Score -3.534095e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 268492 members 
Entering Unmasked Estep 
Score: -35341924.000000 Penalty: 6217.304199
	Iteration 18Q: 3 clusters Score -3.534192e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 270374 members 
Entering Unmasked Estep 
Score: -35342916.000000 Penalty: 6217.304199
	Iteration 19Q: 3 clusters Score -3.534292e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 271916 members 
Entering Unmasked Estep 
Score: -35343636.000000 Penalty: 6217.304199
	Iteration 20F: 3 clusters Score -3.534364e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 273115 members 
Entering Unmasked Estep 
Score: -35344344.000000 Penalty: 6217.304199
	Iteration 21Q: 3 clusters Score -3.534434e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 274025 members 
Entering Unmasked Estep 
Score: -35345008.000000 Penalty: 6217.304199
	Iteration 22Q: 3 clusters Score -3.534501e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 274758 members 
Entering Unmasked Estep 
Score: -35345420.000000 Penalty: 6217.304199
	Iteration 23Q: 3 clusters Score -3.534542e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 275306 members 
Entering Unmasked Estep 
Score: -35345796.000000 Penalty: 6217.304199
	Iteration 24Q: 3 clusters Score -3.53458e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 275736 members 
Entering Unmasked Estep 
Score: -35345976.000000 Penalty: 6217.304199
	Iteration 25Q: 3 clusters Score -3.534598e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 276060 members 
Entering Unmasked Estep 
Score: -35346152.000000 Penalty: 6217.304199
	Iteration 26Q: 3 clusters Score -3.534615e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 276300 members 
Entering Unmasked Estep 
Score: -35346380.000000 Penalty: 6217.304199
	Iteration 27Q: 3 clusters Score -3.534638e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 276472 members 
Entering Unmasked Estep 
Score: -35346508.000000 Penalty: 6217.304199
	Iteration 28Q: 3 clusters Score -3.534651e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 276599 members 
Entering Unmasked Estep 
Score: -35346628.000000 Penalty: 6217.304199
	Iteration 29Q: 3 clusters Score -3.534663e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 276704 members 
Entering Unmasked Estep 
Score: -35346716.000000 Penalty: 6217.304199
	Iteration 30Q: 3 clusters Score -3.534672e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 276793 members 
Entering Unmasked Estep 
Score: -35346748.000000 Penalty: 6217.304199
	Iteration 31Q: 3 clusters Score -3.534675e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 276857 members 
Entering Unmasked Estep 
Score: -35346824.000000 Penalty: 6217.304199
	Iteration 32Q: 3 clusters Score -3.534682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 276903 members 
Entering Unmasked Estep 
Score: -35346844.000000 Penalty: 6217.304199
	Iteration 33Q: 3 clusters Score -3.534684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 276933 members 
Entering Unmasked Estep 
Score: -35346940.000000 Penalty: 6217.304199
	Iteration 34Q: 3 clusters Score -3.534694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 276959 members 
Entering Unmasked Estep 
Score: -35346928.000000 Penalty: 6217.304199
	Iteration 35Q: 3 clusters Score -3.534693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 276986 members 
Entering Unmasked Estep 
Score: -35346972.000000 Penalty: 6217.304199
	Iteration 36Q: 3 clusters Score -3.534697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 277011 members 
Entering Unmasked Estep 
Score: -35346992.000000 Penalty: 6217.304199
	Iteration 37Q: 3 clusters Score -3.534699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 277026 members 
Entering Unmasked Estep 
Score: -35347012.000000 Penalty: 6217.304199
	Iteration 38Q: 3 clusters Score -3.534701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 277047 members 
Entering Unmasked Estep 
Score: -35347028.000000 Penalty: 6217.304199
	Iteration 39Q: 3 clusters Score -3.534703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 277059 members 
Entering Unmasked Estep 
Score: -35347072.000000 Penalty: 6217.304199
	Iteration 40F: 3 clusters Score -3.534707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 277071 members 
Entering Unmasked Estep 
Score: -35347036.000000 Penalty: 6217.304199
	Iteration 41Q: 3 clusters Score -3.534704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 277086 members 
Entering Unmasked Estep 
Score: -35347072.000000 Penalty: 6217.304199
	Iteration 42Q: 3 clusters Score -3.534707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 277096 members 
Entering Unmasked Estep 
Score: -35347088.000000 Penalty: 6217.304199
	Iteration 43Q: 3 clusters Score -3.534709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 277106 members 
Entering Unmasked Estep 
Score: -35347072.000000 Penalty: 6217.304199
	Iteration 44Q: 3 clusters Score -3.534707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 277113 members 
Entering Unmasked Estep 
Score: -35347088.000000 Penalty: 6217.304199
	Iteration 45Q: 3 clusters Score -3.534709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 277116 members 
Entering Unmasked Estep 
Score: -35347096.000000 Penalty: 6217.304199
	Iteration 46Q: 3 clusters Score -3.53471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 277120 members 
Entering Unmasked Estep 
Score: -35347104.000000 Penalty: 6217.304199
	Iteration 47Q: 3 clusters Score -3.53471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 277125 members 
Entering Unmasked Estep 
Score: -35347120.000000 Penalty: 6217.304199
	Iteration 48Q: 3 clusters Score -3.534712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 277129 members 
Entering Unmasked Estep 
Score: -35347100.000000 Penalty: 6217.304199
	Iteration 49Q: 3 clusters Score -3.53471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 277131 members 
Entering Unmasked Estep 
Score: -35347104.000000 Penalty: 6217.304199
	Iteration 50Q: 3 clusters Score -3.53471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 277132 members 
Entering Unmasked Estep 
Score: -35347104.000000 Penalty: 6217.304199
	Iteration 51Q: 3 clusters Score -3.53471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 277133 members 
Entering Unmasked Estep 
Score: -35347096.000000 Penalty: 6217.304199
	Iteration 52Q: 3 clusters Score -3.53471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 277134 members 
Entering Unmasked Estep 
Score: -35347084.000000 Penalty: 6217.304199
	Iteration 53Q: 3 clusters Score -3.534708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 277134 members 
Entering Unmasked Estep 
Score: -35347084.000000 Penalty: 6217.304199
	Iteration 54F: 3 clusters Score -3.534708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236409 members 
Entering Unmasked Estep 
Score: -30222496.000000 Penalty: 3068.583008
	Iteration 0F: 2 clusters Score -3.02225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -30122552.000000 Penalty: 6137.166016
	Iteration 0F: 3 clusters Score -3.012255e+07 nChanged 114477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -30189940.000000 Penalty: 6137.166016
	Iteration 1F: 3 clusters Score -3.018994e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -30190594.000000 Penalty: 6137.166016
	Iteration 2Q: 3 clusters Score -3.019059e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -30191678.000000 Penalty: 6137.166016
	Iteration 3Q: 3 clusters Score -3.019168e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -30192782.000000 Penalty: 6137.166016
	Iteration 4Q: 3 clusters Score -3.019278e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -30194216.000000 Penalty: 6137.166016
	Iteration 5Q: 3 clusters Score -3.019422e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118114 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -30196180.000000 Penalty: 6137.166016
	Iteration 6Q: 3 clusters Score -3.019618e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -30199384.000000 Penalty: 6137.166016
	Iteration 7Q: 3 clusters Score -3.019938e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -30204798.000000 Penalty: 6137.166016
	Iteration 8Q: 3 clusters Score -3.02048e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -30214188.000000 Penalty: 6137.166016
	Iteration 9F: 3 clusters Score -3.021419e+07 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -30226016.000000 Penalty: 6137.166016
	Iteration 10F: 3 clusters Score -3.022602e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120876 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -30233538.000000 Penalty: 6137.166016
	Iteration 11F: 3 clusters Score -3.023354e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -30235802.000000 Penalty: 6137.166016
	Iteration 12Q: 3 clusters Score -3.02358e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123478 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -30236446.000000 Penalty: 6137.166016
	Iteration 13Q: 3 clusters Score -3.023645e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -30236602.000000 Penalty: 6137.166016
	Iteration 14Q: 3 clusters Score -3.02366e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -30236802.000000 Penalty: 6137.166016
	Iteration 15Q: 3 clusters Score -3.02368e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -30236968.000000 Penalty: 6137.166016
	Iteration 16Q: 3 clusters Score -3.023697e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -30237038.000000 Penalty: 6137.166016
	Iteration 17Q: 3 clusters Score -3.023704e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -30237188.000000 Penalty: 6137.166016
	Iteration 18Q: 3 clusters Score -3.023719e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -30237254.000000 Penalty: 6137.166016
	Iteration 19Q: 3 clusters Score -3.023725e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -30237208.000000 Penalty: 6137.166016
	Iteration 20F: 3 clusters Score -3.023721e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -30237206.000000 Penalty: 6137.166016
	Iteration 21Q: 3 clusters Score -3.023721e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137317 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -30237282.000000 Penalty: 6137.166016
	Iteration 22Q: 3 clusters Score -3.023728e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -30237318.000000 Penalty: 6137.166016
	Iteration 23Q: 3 clusters Score -3.023732e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -30237444.000000 Penalty: 6137.166016
	Iteration 24Q: 3 clusters Score -3.023744e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141993 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -30237520.000000 Penalty: 6137.166016
	Iteration 25Q: 3 clusters Score -3.023752e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143379 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -30237542.000000 Penalty: 6137.166016
	Iteration 26Q: 3 clusters Score -3.023754e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144635 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -30237668.000000 Penalty: 6137.166016
	Iteration 27Q: 3 clusters Score -3.023767e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -30237692.000000 Penalty: 6137.166016
	Iteration 28Q: 3 clusters Score -3.023769e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -30237550.000000 Penalty: 6137.166016
	Iteration 29Q: 3 clusters Score -3.023755e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -30237378.000000 Penalty: 6137.166016
	Iteration 30Q: 3 clusters Score -3.023738e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -30237316.000000 Penalty: 6137.166016
	Iteration 31Q: 3 clusters Score -3.023732e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149277 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -30237142.000000 Penalty: 6137.166016
	Iteration 32Q: 3 clusters Score -3.023714e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -30237062.000000 Penalty: 6137.166016
	Iteration 33Q: 3 clusters Score -3.023706e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -30236924.000000 Penalty: 6137.166016
	Iteration 34Q: 3 clusters Score -3.023692e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -30236872.000000 Penalty: 6137.166016
	Iteration 35Q: 3 clusters Score -3.023687e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -30236496.000000 Penalty: 6137.166016
	Iteration 36Q: 3 clusters Score -3.02365e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -30236392.000000 Penalty: 6137.166016
	Iteration 37Q: 3 clusters Score -3.023639e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -30236238.000000 Penalty: 6137.166016
	Iteration 38Q: 3 clusters Score -3.023624e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -30236114.000000 Penalty: 6137.166016
	Iteration 39Q: 3 clusters Score -3.023611e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149552 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -30236076.000000 Penalty: 6137.166016
	Iteration 40F: 3 clusters Score -3.023608e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -30235890.000000 Penalty: 6137.166016
	Iteration 41Q: 3 clusters Score -3.023589e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -30235868.000000 Penalty: 6137.166016
	Iteration 42Q: 3 clusters Score -3.023587e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -30235720.000000 Penalty: 6137.166016
	Iteration 43Q: 3 clusters Score -3.023572e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -30235646.000000 Penalty: 6137.166016
	Iteration 44Q: 3 clusters Score -3.023565e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -30235684.000000 Penalty: 6137.166016
	Iteration 45Q: 3 clusters Score -3.023568e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145834 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -30235566.000000 Penalty: 6137.166016
	Iteration 46Q: 3 clusters Score -3.023557e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -30235448.000000 Penalty: 6137.166016
	Iteration 47Q: 3 clusters Score -3.023545e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -30235486.000000 Penalty: 6137.166016
	Iteration 48Q: 3 clusters Score -3.023549e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -30235540.000000 Penalty: 6137.166016
	Iteration 49Q: 3 clusters Score -3.023554e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -30235598.000000 Penalty: 6137.166016
	Iteration 50Q: 3 clusters Score -3.02356e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -30235506.000000 Penalty: 6137.166016
	Iteration 51Q: 3 clusters Score -3.023551e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -30235344.000000 Penalty: 6137.166016
	Iteration 52Q: 3 clusters Score -3.023534e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -30235378.000000 Penalty: 6137.166016
	Iteration 53Q: 3 clusters Score -3.023538e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135225 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -30235314.000000 Penalty: 6137.166016
	Iteration 54Q: 3 clusters Score -3.023531e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -30235272.000000 Penalty: 6137.166016
	Iteration 55Q: 3 clusters Score -3.023527e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -30235418.000000 Penalty: 6137.166016
	Iteration 56Q: 3 clusters Score -3.023542e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129963 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -30235560.000000 Penalty: 6137.166016
	Iteration 57Q: 3 clusters Score -3.023556e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128121 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -30235586.000000 Penalty: 6137.166016
	Iteration 58Q: 3 clusters Score -3.023559e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -30235744.000000 Penalty: 6137.166016
	Iteration 59Q: 3 clusters Score -3.023574e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 111952 members 
Entering Unmasked Estep 
Score: -30235962.000000 Penalty: 6137.166016
	Iteration 60F: 3 clusters Score -3.023596e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -30236166.000000 Penalty: 6137.166016
	Iteration 61Q: 3 clusters Score -3.023617e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -30236078.000000 Penalty: 6137.166016
	Iteration 62Q: 3 clusters Score -3.023608e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -30236080.000000 Penalty: 6137.166016
	Iteration 63Q: 3 clusters Score -3.023608e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -30236262.000000 Penalty: 6137.166016
	Iteration 64Q: 3 clusters Score -3.023626e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -30236434.000000 Penalty: 6137.166016
	Iteration 65Q: 3 clusters Score -3.023643e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -30236626.000000 Penalty: 6137.166016
	Iteration 66Q: 3 clusters Score -3.023663e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -30236768.000000 Penalty: 6137.166016
	Iteration 67Q: 3 clusters Score -3.023677e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -30236832.000000 Penalty: 6137.166016
	Iteration 68Q: 3 clusters Score -3.023683e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 134092 members 
Entering Unmasked Estep 
Score: -30237256.000000 Penalty: 6137.166016
	Iteration 69Q: 3 clusters Score -3.023726e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 138397 members 
Entering Unmasked Estep 
Score: -30237522.000000 Penalty: 6137.166016
	Iteration 70Q: 3 clusters Score -3.023752e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -30238022.000000 Penalty: 6137.166016
	Iteration 71Q: 3 clusters Score -3.023802e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -30238590.000000 Penalty: 6137.166016
	Iteration 72Q: 3 clusters Score -3.023859e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -30239078.000000 Penalty: 6137.166016
	Iteration 73Q: 3 clusters Score -3.023908e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -30238914.000000 Penalty: 6137.166016
	Iteration 74Q: 3 clusters Score -3.023891e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -30238628.000000 Penalty: 6137.166016
	Iteration 75Q: 3 clusters Score -3.023863e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -30238014.000000 Penalty: 6137.166016
	Iteration 76Q: 3 clusters Score -3.023801e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -30235978.000000 Penalty: 6137.166016
	Iteration 77Q: 3 clusters Score -3.023598e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -30233844.000000 Penalty: 6137.166016
	Iteration 78Q: 3 clusters Score -3.023384e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 190528 members 
Entering Unmasked Estep 
Score: -30231782.000000 Penalty: 6137.166016
	Iteration 79Q: 3 clusters Score -3.023178e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 193121 members 
Entering Unmasked Estep 
Score: -30232136.000000 Penalty: 6137.166016
	Iteration 80F: 3 clusters Score -3.023214e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 196724 members 
Entering Unmasked Estep 
Score: -30230654.000000 Penalty: 6137.166016
	Iteration 81Q: 3 clusters Score -3.023065e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 199559 members 
Entering Unmasked Estep 
Score: -30229288.000000 Penalty: 6137.166016
	Iteration 82Q: 3 clusters Score -3.022929e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 201727 members 
Entering Unmasked Estep 
Score: -30228052.000000 Penalty: 6137.166016
	Iteration 83Q: 3 clusters Score -3.022805e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 203361 members 
Entering Unmasked Estep 
Score: -30227086.000000 Penalty: 6137.166016
	Iteration 84Q: 3 clusters Score -3.022709e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 204664 members 
Entering Unmasked Estep 
Score: -30226200.000000 Penalty: 6137.166016
	Iteration 85Q: 3 clusters Score -3.02262e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 205669 members 
Entering Unmasked Estep 
Score: -30225558.000000 Penalty: 6137.166016
	Iteration 86Q: 3 clusters Score -3.022556e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 206415 members 
Entering Unmasked Estep 
Score: -30224954.000000 Penalty: 6137.166016
	Iteration 87Q: 3 clusters Score -3.022495e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 206967 members 
Entering Unmasked Estep 
Score: -30224630.000000 Penalty: 6137.166016
	Iteration 88Q: 3 clusters Score -3.022463e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 207338 members 
Entering Unmasked Estep 
Score: -30224226.000000 Penalty: 6137.166016
	Iteration 89Q: 3 clusters Score -3.022423e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 207618 members 
Entering Unmasked Estep 
Score: -30223860.000000 Penalty: 6137.166016
	Iteration 90Q: 3 clusters Score -3.022386e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 207780 members 
Entering Unmasked Estep 
Score: -30223528.000000 Penalty: 6137.166016
	Iteration 91Q: 3 clusters Score -3.022353e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 207909 members 
Entering Unmasked Estep 
Score: -30223342.000000 Penalty: 6137.166016
	Iteration 92Q: 3 clusters Score -3.022334e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 207948 members 
Entering Unmasked Estep 
Score: -30223170.000000 Penalty: 6137.166016
	Iteration 93Q: 3 clusters Score -3.022317e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 207926 members 
Entering Unmasked Estep 
Score: -30223102.000000 Penalty: 6137.166016
	Iteration 94Q: 3 clusters Score -3.02231e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 207816 members 
Entering Unmasked Estep 
Score: -30222970.000000 Penalty: 6137.166016
	Iteration 95Q: 3 clusters Score -3.022297e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -30223006.000000 Penalty: 6137.166016
	Iteration 96Q: 3 clusters Score -3.022301e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 207482 members 
Entering Unmasked Estep 
Score: -30222964.000000 Penalty: 6137.166016
	Iteration 97Q: 3 clusters Score -3.022296e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 207277 members 
Entering Unmasked Estep 
Score: -30222954.000000 Penalty: 6137.166016
	Iteration 98Q: 3 clusters Score -3.022295e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -30222990.000000 Penalty: 6137.166016
	Iteration 99Q: 3 clusters Score -3.022299e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 206818 members 
Entering Unmasked Estep 
Score: -30223058.000000 Penalty: 6137.166016
	Iteration 100F: 3 clusters Score -3.022306e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 206364 members 
Entering Unmasked Estep 
Score: -30223058.000000 Penalty: 6137.166016
	Iteration 101Q: 3 clusters Score -3.022306e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 205908 members 
Entering Unmasked Estep 
Score: -30223138.000000 Penalty: 6137.166016
	Iteration 102Q: 3 clusters Score -3.022314e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 205382 members 
Entering Unmasked Estep 
Score: -30223314.000000 Penalty: 6137.166016
	Iteration 103Q: 3 clusters Score -3.022331e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 204810 members 
Entering Unmasked Estep 
Score: -30223496.000000 Penalty: 6137.166016
	Iteration 104Q: 3 clusters Score -3.02235e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 204204 members 
Entering Unmasked Estep 
Score: -30223662.000000 Penalty: 6137.166016
	Iteration 105Q: 3 clusters Score -3.022366e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 203531 members 
Entering Unmasked Estep 
Score: -30223772.000000 Penalty: 6137.166016
	Iteration 106Q: 3 clusters Score -3.022377e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -30223912.000000 Penalty: 6137.166016
	Iteration 107Q: 3 clusters Score -3.022391e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 202028 members 
Entering Unmasked Estep 
Score: -30224102.000000 Penalty: 6137.166016
	Iteration 108Q: 3 clusters Score -3.02241e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 201236 members 
Entering Unmasked Estep 
Score: -30224314.000000 Penalty: 6137.166016
	Iteration 109Q: 3 clusters Score -3.022431e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 200307 members 
Entering Unmasked Estep 
Score: -30224520.000000 Penalty: 6137.166016
	Iteration 110Q: 3 clusters Score -3.022452e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 199227 members 
Entering Unmasked Estep 
Score: -30224778.000000 Penalty: 6137.166016
	Iteration 111Q: 3 clusters Score -3.022478e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 198050 members 
Entering Unmasked Estep 
Score: -30225064.000000 Penalty: 6137.166016
	Iteration 112Q: 3 clusters Score -3.022506e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -30225384.000000 Penalty: 6137.166016
	Iteration 113Q: 3 clusters Score -3.022538e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -30225702.000000 Penalty: 6137.166016
	Iteration 114Q: 3 clusters Score -3.02257e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 193845 members 
Entering Unmasked Estep 
Score: -30226060.000000 Penalty: 6137.166016
	Iteration 115Q: 3 clusters Score -3.022606e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 192229 members 
Entering Unmasked Estep 
Score: -30226762.000000 Penalty: 6137.166016
	Iteration 116Q: 3 clusters Score -3.022676e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 190479 members 
Entering Unmasked Estep 
Score: -30227298.000000 Penalty: 6137.166016
	Iteration 117Q: 3 clusters Score -3.02273e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 188576 members 
Entering Unmasked Estep 
Score: -30227796.000000 Penalty: 6137.166016
	Iteration 118Q: 3 clusters Score -3.02278e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 186387 members 
Entering Unmasked Estep 
Score: -30228764.000000 Penalty: 6137.166016
	Iteration 119Q: 3 clusters Score -3.022876e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 184128 members 
Entering Unmasked Estep 
Score: -30229654.000000 Penalty: 6137.166016
	Iteration 120F: 3 clusters Score -3.022965e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -30230814.000000 Penalty: 6137.166016
	Iteration 121Q: 3 clusters Score -3.023081e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -30231948.000000 Penalty: 6137.166016
	Iteration 122Q: 3 clusters Score -3.023195e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -30232730.000000 Penalty: 6137.166016
	Iteration 123Q: 3 clusters Score -3.023273e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -30233116.000000 Penalty: 6137.166016
	Iteration 124Q: 3 clusters Score -3.023312e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -30233534.000000 Penalty: 6137.166016
	Iteration 125Q: 3 clusters Score -3.023353e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -30233936.000000 Penalty: 6137.166016
	Iteration 126Q: 3 clusters Score -3.023394e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -30234348.000000 Penalty: 6137.166016
	Iteration 127Q: 3 clusters Score -3.023435e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 163618 members 
Entering Unmasked Estep 
Score: -30234692.000000 Penalty: 6137.166016
	Iteration 128Q: 3 clusters Score -3.023469e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -30234988.000000 Penalty: 6137.166016
	Iteration 129Q: 3 clusters Score -3.023499e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -30235370.000000 Penalty: 6137.166016
	Iteration 130Q: 3 clusters Score -3.023537e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -30235592.000000 Penalty: 6137.166016
	Iteration 131Q: 3 clusters Score -3.023559e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -30235800.000000 Penalty: 6137.166016
	Iteration 132Q: 3 clusters Score -3.02358e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -30235908.000000 Penalty: 6137.166016
	Iteration 133Q: 3 clusters Score -3.023591e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
Score: -30236094.000000 Penalty: 6137.166016
	Iteration 134Q: 3 clusters Score -3.023609e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 147725 members 
Entering Unmasked Estep 
Score: -30236302.000000 Penalty: 6137.166016
	Iteration 135Q: 3 clusters Score -3.02363e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 145551 members 
Entering Unmasked Estep 
Score: -30236378.000000 Penalty: 6137.166016
	Iteration 136Q: 3 clusters Score -3.023638e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -30236504.000000 Penalty: 6137.166016
	Iteration 137Q: 3 clusters Score -3.02365e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -30236660.000000 Penalty: 6137.166016
	Iteration 138Q: 3 clusters Score -3.023666e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 138450 members 
Entering Unmasked Estep 
Score: -30236928.000000 Penalty: 6137.166016
	Iteration 139Q: 3 clusters Score -3.023693e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -30237044.000000 Penalty: 6137.166016
	Iteration 140F: 3 clusters Score -3.023704e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -30237072.000000 Penalty: 6137.166016
	Iteration 141Q: 3 clusters Score -3.023707e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -30237250.000000 Penalty: 6137.166016
	Iteration 142Q: 3 clusters Score -3.023725e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109727 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -30237464.000000 Penalty: 6137.166016
	Iteration 143Q: 3 clusters Score -3.023746e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -30237604.000000 Penalty: 6137.166016
	Iteration 144Q: 3 clusters Score -3.02376e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -30237488.000000 Penalty: 6137.166016
	Iteration 145Q: 3 clusters Score -3.023749e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -30237758.000000 Penalty: 6137.166016
	Iteration 146Q: 3 clusters Score -3.023776e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -30237906.000000 Penalty: 6137.166016
	Iteration 147Q: 3 clusters Score -3.023791e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128333 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -30238284.000000 Penalty: 6137.166016
	Iteration 148Q: 3 clusters Score -3.023828e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -30238444.000000 Penalty: 6137.166016
	Iteration 149Q: 3 clusters Score -3.023844e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139234 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -30238504.000000 Penalty: 6137.166016
	Iteration 150Q: 3 clusters Score -3.02385e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146017 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -30238854.000000 Penalty: 6137.166016
	Iteration 151Q: 3 clusters Score -3.023885e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -30239338.000000 Penalty: 6137.166016
	Iteration 152Q: 3 clusters Score -3.023934e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164481 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -30239256.000000 Penalty: 6137.166016
	Iteration 153Q: 3 clusters Score -3.023926e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -30239302.000000 Penalty: 6137.166016
	Iteration 154F: 3 clusters Score -3.02393e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190649 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -30236712.000000 Penalty: 6137.166016
	Iteration 155F: 3 clusters Score -3.023671e+07 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204181 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -30233172.000000 Penalty: 6137.166016
	Iteration 156F: 3 clusters Score -3.023317e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213756 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -30228882.000000 Penalty: 6137.166016
	Iteration 157Q: 3 clusters Score -3.022888e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219746 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -30226280.000000 Penalty: 6137.166016
	Iteration 158Q: 3 clusters Score -3.022628e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223624 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -30224720.000000 Penalty: 6137.166016
	Iteration 159Q: 3 clusters Score -3.022472e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226306 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -30223286.000000 Penalty: 6137.166016
	Iteration 160F: 3 clusters Score -3.022329e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -30222554.000000 Penalty: 6137.166016
	Iteration 161Q: 3 clusters Score -3.022255e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -30222002.000000 Penalty: 6137.166016
	Iteration 162Q: 3 clusters Score -3.0222e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230863 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -30221620.000000 Penalty: 6137.166016
	Iteration 163Q: 3 clusters Score -3.022162e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231813 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -30221208.000000 Penalty: 6137.166016
	Iteration 164Q: 3 clusters Score -3.022121e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232560 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -30221072.000000 Penalty: 6137.166016
	Iteration 165Q: 3 clusters Score -3.022107e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233142 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -30220988.000000 Penalty: 6137.166016
	Iteration 166Q: 3 clusters Score -3.022099e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -30220884.000000 Penalty: 6137.166016
	Iteration 167Q: 3 clusters Score -3.022088e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234011 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -30220772.000000 Penalty: 6137.166016
	Iteration 168Q: 3 clusters Score -3.022077e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -30220628.000000 Penalty: 6137.166016
	Iteration 169Q: 3 clusters Score -3.022063e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234498 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -30220586.000000 Penalty: 6137.166016
	Iteration 170Q: 3 clusters Score -3.022059e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234676 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -30220544.000000 Penalty: 6137.166016
	Iteration 171Q: 3 clusters Score -3.022054e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234819 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -30220540.000000 Penalty: 6137.166016
	Iteration 172Q: 3 clusters Score -3.022054e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234949 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -30220530.000000 Penalty: 6137.166016
	Iteration 173Q: 3 clusters Score -3.022053e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235053 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -30220524.000000 Penalty: 6137.166016
	Iteration 174Q: 3 clusters Score -3.022052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235132 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -30220568.000000 Penalty: 6137.166016
	Iteration 175Q: 3 clusters Score -3.022057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235207 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -30220518.000000 Penalty: 6137.166016
	Iteration 176Q: 3 clusters Score -3.022052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -30220518.000000 Penalty: 6137.166016
	Iteration 177Q: 3 clusters Score -3.022052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235294 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -30220512.000000 Penalty: 6137.166016
	Iteration 178Q: 3 clusters Score -3.022051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235320 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -30220492.000000 Penalty: 6137.166016
	Iteration 179Q: 3 clusters Score -3.022049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235345 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -30220480.000000 Penalty: 6137.166016
	Iteration 180F: 3 clusters Score -3.022048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235366 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 181Q: 3 clusters Score -3.022045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235384 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 182Q: 3 clusters Score -3.022045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -30220458.000000 Penalty: 6137.166016
	Iteration 183Q: 3 clusters Score -3.022046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -30220444.000000 Penalty: 6137.166016
	Iteration 184Q: 3 clusters Score -3.022044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235436 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 185Q: 3 clusters Score -3.022045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235449 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -30220444.000000 Penalty: 6137.166016
	Iteration 186Q: 3 clusters Score -3.022044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235464 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30220462.000000 Penalty: 6137.166016
	Iteration 187Q: 3 clusters Score -3.022046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235482 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30220480.000000 Penalty: 6137.166016
	Iteration 188Q: 3 clusters Score -3.022048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235490 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30220440.000000 Penalty: 6137.166016
	Iteration 189Q: 3 clusters Score -3.022044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235498 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -30220456.000000 Penalty: 6137.166016
	Iteration 190Q: 3 clusters Score -3.022046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235503 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -30220468.000000 Penalty: 6137.166016
	Iteration 191Q: 3 clusters Score -3.022047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235509 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -30220446.000000 Penalty: 6137.166016
	Iteration 192Q: 3 clusters Score -3.022045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235517 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 193Q: 3 clusters Score -3.022045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235523 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -30220456.000000 Penalty: 6137.166016
	Iteration 194Q: 3 clusters Score -3.022046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 195Q: 3 clusters Score -3.022045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -30220454.000000 Penalty: 6137.166016
	Iteration 196F: 3 clusters Score -3.022045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Entering Unmasked Estep 
Score: -6311465.000000 Penalty: 2685.993408
	Iteration 0F: 2 clusters Score -6311465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -6277519.000000 Penalty: 5371.986816
	Iteration 0F: 3 clusters Score -6277519 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6290492.000000 Penalty: 5371.986816
	Iteration 1F: 3 clusters Score -6290492 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -6291234.500000 Penalty: 5371.986816
	Iteration 2Q: 3 clusters Score -6291234 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6292043.500000 Penalty: 5371.986816
	Iteration 3Q: 3 clusters Score -6292044 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6293065.500000 Penalty: 5371.986816
	Iteration 4Q: 3 clusters Score -6293066 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -6294428.000000 Penalty: 5371.986816
	Iteration 5F: 3 clusters Score -6294428 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -6296450.500000 Penalty: 5371.986816
	Iteration 6F: 3 clusters Score -6296450 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -6299065.000000 Penalty: 5371.986816
	Iteration 7F: 3 clusters Score -6299065 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -6302191.500000 Penalty: 5371.986816
	Iteration 8F: 3 clusters Score -6302192 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -6305034.500000 Penalty: 5371.986816
	Iteration 9F: 3 clusters Score -6305034 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -6307100.500000 Penalty: 5371.986816
	Iteration 10Q: 3 clusters Score -6307100 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -6308224.000000 Penalty: 5371.986816
	Iteration 11Q: 3 clusters Score -6308224 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -6308746.000000 Penalty: 5371.986816
	Iteration 12Q: 3 clusters Score -6308746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -6309001.500000 Penalty: 5371.986816
	Iteration 13Q: 3 clusters Score -6309002 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6309112.000000 Penalty: 5371.986816
	Iteration 14Q: 3 clusters Score -6309112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -6309209.000000 Penalty: 5371.986816
	Iteration 15Q: 3 clusters Score -6309209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6309255.000000 Penalty: 5371.986816
	Iteration 16Q: 3 clusters Score -6309255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6309282.000000 Penalty: 5371.986816
	Iteration 17Q: 3 clusters Score -6309282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6309299.000000 Penalty: 5371.986816
	Iteration 18Q: 3 clusters Score -6309299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -6309318.500000 Penalty: 5371.986816
	Iteration 19Q: 3 clusters Score -6309318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -6309325.500000 Penalty: 5371.986816
	Iteration 20F: 3 clusters Score -6309326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6309335.500000 Penalty: 5371.986816
	Iteration 21Q: 3 clusters Score -6309336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -6309338.000000 Penalty: 5371.986816
	Iteration 22Q: 3 clusters Score -6309338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6309349.500000 Penalty: 5371.986816
	Iteration 23Q: 3 clusters Score -6309350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6309353.500000 Penalty: 5371.986816
	Iteration 24Q: 3 clusters Score -6309354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6309355.500000 Penalty: 5371.986816
	Iteration 25Q: 3 clusters Score -6309356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -6309349.000000 Penalty: 5371.986816
	Iteration 26Q: 3 clusters Score -6309349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -6309348.000000 Penalty: 5371.986816
	Iteration 27Q: 3 clusters Score -6309348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6309353.000000 Penalty: 5371.986816
	Iteration 28Q: 3 clusters Score -6309353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6309356.000000 Penalty: 5371.986816
	Iteration 29Q: 3 clusters Score -6309356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6309366.500000 Penalty: 5371.986816
	Iteration 30Q: 3 clusters Score -6309366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6309373.500000 Penalty: 5371.986816
	Iteration 31Q: 3 clusters Score -6309374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6309373.500000 Penalty: 5371.986816
	Iteration 32Q: 3 clusters Score -6309374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6309373.000000 Penalty: 5371.986816
	Iteration 33Q: 3 clusters Score -6309373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6309373.000000 Penalty: 5371.986816
	Iteration 34F: 3 clusters Score -6309373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 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 200 members 
Entering Unmasked Estep 
Score: -43085.566406 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43085.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43227.085938 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43227.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43254.683594 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -43254.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43268.042969 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43268.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43272.835938 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43272.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43274.636719 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43274.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43274.636719 Penalty: 2975.472656
	Iteration 6F: 3 clusters Score -43274.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -122552.601562 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -122552.6 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 478 members 
Entering Unmasked Estep 
Score: -120611.914062 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -120611.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120882.718750 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -120882.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -120942.773438 Penalty: 3419.253418
	Iteration 2Q: 3 clusters Score -120942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120983.062500 Penalty: 3419.253418
	Iteration 3Q: 3 clusters Score -120983.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121017.007812 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -121017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121029.546875 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -121029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121036.421875 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -121036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121041.679688 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -121041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121045.210938 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -121045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121047.234375 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -121047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121049.859375 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -121049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121050.093750 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -121050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121050.093750 Penalty: 3419.253418
	Iteration 12F: 3 clusters Score -121050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -114953.828125 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -114953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113062.734375 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -113062.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113324.476562 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -113324.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113382.750000 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -113382.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113408.445312 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -113408.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113429.500000 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -113429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113457.109375 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -113457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113482.960938 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -113483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113531.539062 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -113531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113579.921875 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -113579.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113640.609375 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -113640.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113694.500000 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -113694.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113757.203125 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -113757.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113834.367188 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -113834.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113890.625000 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -113890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113929.546875 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -113929.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113964.468750 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -113964.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113992.968750 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -113993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114011.367188 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -114011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114030.015625 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -114030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114055.476562 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -114055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114097.046875 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -114097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114126.312500 Penalty: 3396.610596
	Iteration 21Q: 3 clusters Score -114126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114151.234375 Penalty: 3396.610596
	Iteration 22Q: 3 clusters Score -114151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114168.437500 Penalty: 3396.610596
	Iteration 23Q: 3 clusters Score -114168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114174.765625 Penalty: 3396.610596
	Iteration 24Q: 3 clusters Score -114174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114175.976562 Penalty: 3396.610596
	Iteration 25Q: 3 clusters Score -114176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114175.976562 Penalty: 3396.610596
	Iteration 26F: 3 clusters Score -114176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -836443.625000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -836443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -831088.062500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -831088.1 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -832418.562500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -832418.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -832630.187500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -832630.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -832774.250000 Penalty: 4348.904297
	Iteration 3Q: 3 clusters Score -832774.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -832865.875000 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -832865.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -832958.062500 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -832958.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -833060.437500 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -833060.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -833152.562500 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -833152.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -833243.687500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -833243.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -833329.687500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -833329.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -833420.812500 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -833420.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -833524.062500 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -833524.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -833629.375000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -833629.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -833723.687500 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -833723.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -833818.937500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -833818.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -833896.312500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -833896.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -833966.000000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -833966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -834047.562500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -834047.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -834112.125000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -834112.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -834173.250000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -834173.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -834235.125000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -834235.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -834279.125000 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -834279.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -834307.750000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -834307.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -834336.000000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -834336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -834361.375000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -834361.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -834380.687500 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -834380.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -834398.562500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -834398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -834416.000000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -834416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -834427.062500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -834427.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -834436.312500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -834436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -834448.187500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -834448.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -834462.437500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -834462.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -834471.562500 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -834471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -834476.000000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -834476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -834482.312500 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -834482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -834483.250000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -834483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -834485.375000 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -834485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -834488.375000 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -834488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -834488.000000 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -834488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -834491.250000 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -834491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -834494.625000 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -834494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -834497.750000 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -834497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -834499.937500 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -834499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -834501.562500 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -834501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -834502.250000 Penalty: 4348.904297
	Iteration 44Q: 3 clusters Score -834502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -834502.250000 Penalty: 4348.904297
	Iteration 45F: 3 clusters Score -834502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Entering Unmasked Estep 
Score: -3008156.000000 Penalty: 2493.001221
	Iteration 0F: 2 clusters Score -3008156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2991975.000000 Penalty: 4986.002441
	Iteration 0F: 3 clusters Score -2991975 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2997420.000000 Penalty: 4986.002441
	Iteration 1F: 3 clusters Score -2997420 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2997737.500000 Penalty: 4986.002441
	Iteration 2Q: 3 clusters Score -2997738 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2997985.750000 Penalty: 4986.002441
	Iteration 3Q: 3 clusters Score -2997986 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2998207.000000 Penalty: 4986.002441
	Iteration 4Q: 3 clusters Score -2998207 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2998412.250000 Penalty: 4986.002441
	Iteration 5Q: 3 clusters Score -2998412 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2998598.500000 Penalty: 4986.002441
	Iteration 6Q: 3 clusters Score -2998598 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2998794.500000 Penalty: 4986.002441
	Iteration 7Q: 3 clusters Score -2998794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2999032.500000 Penalty: 4986.002441
	Iteration 8Q: 3 clusters Score -2999032 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2999379.750000 Penalty: 4986.002441
	Iteration 9Q: 3 clusters Score -2999380 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2999884.500000 Penalty: 4986.002441
	Iteration 10Q: 3 clusters Score -2999884 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3000678.250000 Penalty: 4986.002441
	Iteration 11F: 3 clusters Score -3000678 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3001784.000000 Penalty: 4986.002441
	Iteration 12F: 3 clusters Score -3001784 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3003107.250000 Penalty: 4986.002441
	Iteration 13F: 3 clusters Score -3003107 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3004253.500000 Penalty: 4986.002441
	Iteration 14F: 3 clusters Score -3004254 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3005028.250000 Penalty: 4986.002441
	Iteration 15Q: 3 clusters Score -3005028 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3005433.500000 Penalty: 4986.002441
	Iteration 16Q: 3 clusters Score -3005434 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3005668.500000 Penalty: 4986.002441
	Iteration 17Q: 3 clusters Score -3005668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3005782.250000 Penalty: 4986.002441
	Iteration 18Q: 3 clusters Score -3005782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3005845.250000 Penalty: 4986.002441
	Iteration 19Q: 3 clusters Score -3005845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3005888.000000 Penalty: 4986.002441
	Iteration 20F: 3 clusters Score -3005888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3005910.500000 Penalty: 4986.002441
	Iteration 21Q: 3 clusters Score -3005910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3005927.250000 Penalty: 4986.002441
	Iteration 22Q: 3 clusters Score -3005927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3005930.750000 Penalty: 4986.002441
	Iteration 23Q: 3 clusters Score -3005931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3005944.000000 Penalty: 4986.002441
	Iteration 24Q: 3 clusters Score -3005944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3005945.500000 Penalty: 4986.002441
	Iteration 25Q: 3 clusters Score -3005946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3005953.000000 Penalty: 4986.002441
	Iteration 26Q: 3 clusters Score -3005953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3005965.250000 Penalty: 4986.002441
	Iteration 27Q: 3 clusters Score -3005965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3005965.750000 Penalty: 4986.002441
	Iteration 28Q: 3 clusters Score -3005966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3005965.750000 Penalty: 4986.002441
	Iteration 29F: 3 clusters Score -3005966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Entering Unmasked Estep 
Score: -3247673.500000 Penalty: 2511.701904
	Iteration 0F: 2 clusters Score -3247674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3230312.750000 Penalty: 5023.403809
	Iteration 0F: 3 clusters Score -3230313 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3236177.250000 Penalty: 5023.403809
	Iteration 1F: 3 clusters Score -3236177 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3236547.000000 Penalty: 5023.403809
	Iteration 2Q: 3 clusters Score -3236547 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3236815.250000 Penalty: 5023.403809
	Iteration 3Q: 3 clusters Score -3236815 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3237084.750000 Penalty: 5023.403809
	Iteration 4Q: 3 clusters Score -3237085 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3237341.750000 Penalty: 5023.403809
	Iteration 5Q: 3 clusters Score -3237342 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3237666.750000 Penalty: 5023.403809
	Iteration 6Q: 3 clusters Score -3237667 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3238086.000000 Penalty: 5023.403809
	Iteration 7Q: 3 clusters Score -3238086 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3238615.750000 Penalty: 5023.403809
	Iteration 8Q: 3 clusters Score -3238616 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3239413.000000 Penalty: 5023.403809
	Iteration 9F: 3 clusters Score -3239413 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3240598.000000 Penalty: 5023.403809
	Iteration 10F: 3 clusters Score -3240598 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3242038.000000 Penalty: 5023.403809
	Iteration 11F: 3 clusters Score -3242038 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3243427.750000 Penalty: 5023.403809
	Iteration 12F: 3 clusters Score -3243428 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3244444.750000 Penalty: 5023.403809
	Iteration 13Q: 3 clusters Score -3244445 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3245003.250000 Penalty: 5023.403809
	Iteration 14Q: 3 clusters Score -3245003 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3245227.250000 Penalty: 5023.403809
	Iteration 15Q: 3 clusters Score -3245227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3245338.500000 Penalty: 5023.403809
	Iteration 16Q: 3 clusters Score -3245338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3245406.500000 Penalty: 5023.403809
	Iteration 17Q: 3 clusters Score -3245406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3245436.750000 Penalty: 5023.403809
	Iteration 18Q: 3 clusters Score -3245437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3245454.000000 Penalty: 5023.403809
	Iteration 19Q: 3 clusters Score -3245454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3245467.500000 Penalty: 5023.403809
	Iteration 20F: 3 clusters Score -3245468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3245468.500000 Penalty: 5023.403809
	Iteration 21Q: 3 clusters Score -3245468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3245472.250000 Penalty: 5023.403809
	Iteration 22Q: 3 clusters Score -3245472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3245475.000000 Penalty: 5023.403809
	Iteration 23Q: 3 clusters Score -3245475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3245475.000000 Penalty: 5023.403809
	Iteration 24F: 3 clusters Score -3245475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -2196015.500000 Penalty: 2414.575684
	Iteration 0F: 2 clusters Score -2196016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2183958.000000 Penalty: 4829.151367
	Iteration 0F: 3 clusters Score -2183958 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2187768.250000 Penalty: 4829.151367
	Iteration 1F: 3 clusters Score -2187768 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2188115.500000 Penalty: 4829.151367
	Iteration 2F: 3 clusters Score -2188116 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2188382.500000 Penalty: 4829.151367
	Iteration 3Q: 3 clusters Score -2188382 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2188598.000000 Penalty: 4829.151367
	Iteration 4Q: 3 clusters Score -2188598 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2188797.750000 Penalty: 4829.151367
	Iteration 5Q: 3 clusters Score -2188798 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2189007.750000 Penalty: 4829.151367
	Iteration 6Q: 3 clusters Score -2189008 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2189246.750000 Penalty: 4829.151367
	Iteration 7Q: 3 clusters Score -2189247 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2189515.500000 Penalty: 4829.151367
	Iteration 8Q: 3 clusters Score -2189516 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2189805.500000 Penalty: 4829.151367
	Iteration 9Q: 3 clusters Score -2189806 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2190136.250000 Penalty: 4829.151367
	Iteration 10Q: 3 clusters Score -2190136 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2190550.750000 Penalty: 4829.151367
	Iteration 11Q: 3 clusters Score -2190551 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2191003.750000 Penalty: 4829.151367
	Iteration 12Q: 3 clusters Score -2191004 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2191456.250000 Penalty: 4829.151367
	Iteration 13Q: 3 clusters Score -2191456 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2191843.250000 Penalty: 4829.151367
	Iteration 14Q: 3 clusters Score -2191843 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2192105.500000 Penalty: 4829.151367
	Iteration 15Q: 3 clusters Score -2192106 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2192287.500000 Penalty: 4829.151367
	Iteration 16Q: 3 clusters Score -2192288 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2192412.500000 Penalty: 4829.151367
	Iteration 17Q: 3 clusters Score -2192412 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2192520.500000 Penalty: 4829.151367
	Iteration 18Q: 3 clusters Score -2192520 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2192607.500000 Penalty: 4829.151367
	Iteration 19Q: 3 clusters Score -2192608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2192690.750000 Penalty: 4829.151367
	Iteration 20F: 3 clusters Score -2192691 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2192751.750000 Penalty: 4829.151367
	Iteration 21Q: 3 clusters Score -2192752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2192799.750000 Penalty: 4829.151367
	Iteration 22Q: 3 clusters Score -2192800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2192875.000000 Penalty: 4829.151367
	Iteration 23Q: 3 clusters Score -2192875 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2192922.500000 Penalty: 4829.151367
	Iteration 24Q: 3 clusters Score -2192922 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2192964.750000 Penalty: 4829.151367
	Iteration 25Q: 3 clusters Score -2192965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2193003.000000 Penalty: 4829.151367
	Iteration 26Q: 3 clusters Score -2193003 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2193048.250000 Penalty: 4829.151367
	Iteration 27Q: 3 clusters Score -2193048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2193074.750000 Penalty: 4829.151367
	Iteration 28Q: 3 clusters Score -2193075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2193109.250000 Penalty: 4829.151367
	Iteration 29Q: 3 clusters Score -2193109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2193156.250000 Penalty: 4829.151367
	Iteration 30Q: 3 clusters Score -2193156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2193194.250000 Penalty: 4829.151367
	Iteration 31Q: 3 clusters Score -2193194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2193229.000000 Penalty: 4829.151367
	Iteration 32Q: 3 clusters Score -2193229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2193267.750000 Penalty: 4829.151367
	Iteration 33Q: 3 clusters Score -2193268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2193300.500000 Penalty: 4829.151367
	Iteration 34Q: 3 clusters Score -2193300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2193331.500000 Penalty: 4829.151367
	Iteration 35Q: 3 clusters Score -2193332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2193348.750000 Penalty: 4829.151367
	Iteration 36Q: 3 clusters Score -2193349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2193373.750000 Penalty: 4829.151367
	Iteration 37Q: 3 clusters Score -2193374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2193390.500000 Penalty: 4829.151367
	Iteration 38Q: 3 clusters Score -2193390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2193405.250000 Penalty: 4829.151367
	Iteration 39Q: 3 clusters Score -2193405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2193427.250000 Penalty: 4829.151367
	Iteration 40F: 3 clusters Score -2193427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2193436.750000 Penalty: 4829.151367
	Iteration 41Q: 3 clusters Score -2193437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2193450.500000 Penalty: 4829.151367
	Iteration 42Q: 3 clusters Score -2193450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2193470.750000 Penalty: 4829.151367
	Iteration 43Q: 3 clusters Score -2193471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2193500.500000 Penalty: 4829.151367
	Iteration 44Q: 3 clusters Score -2193500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2193518.500000 Penalty: 4829.151367
	Iteration 45Q: 3 clusters Score -2193518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2193536.000000 Penalty: 4829.151367
	Iteration 46Q: 3 clusters Score -2193536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2193553.750000 Penalty: 4829.151367
	Iteration 47Q: 3 clusters Score -2193554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2193573.750000 Penalty: 4829.151367
	Iteration 48Q: 3 clusters Score -2193574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2193597.000000 Penalty: 4829.151367
	Iteration 49Q: 3 clusters Score -2193597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2193618.000000 Penalty: 4829.151367
	Iteration 50Q: 3 clusters Score -2193618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2193639.250000 Penalty: 4829.151367
	Iteration 51Q: 3 clusters Score -2193639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2193654.000000 Penalty: 4829.151367
	Iteration 52Q: 3 clusters Score -2193654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2193673.000000 Penalty: 4829.151367
	Iteration 53Q: 3 clusters Score -2193673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2193689.250000 Penalty: 4829.151367
	Iteration 54Q: 3 clusters Score -2193689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2193706.000000 Penalty: 4829.151367
	Iteration 55Q: 3 clusters Score -2193706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2193725.500000 Penalty: 4829.151367
	Iteration 56Q: 3 clusters Score -2193726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2193737.000000 Penalty: 4829.151367
	Iteration 57Q: 3 clusters Score -2193737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2193751.750000 Penalty: 4829.151367
	Iteration 58Q: 3 clusters Score -2193752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2193764.000000 Penalty: 4829.151367
	Iteration 59Q: 3 clusters Score -2193764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2193776.250000 Penalty: 4829.151367
	Iteration 60F: 3 clusters Score -2193776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2193790.500000 Penalty: 4829.151367
	Iteration 61Q: 3 clusters Score -2193790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2193806.250000 Penalty: 4829.151367
	Iteration 62Q: 3 clusters Score -2193806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2193812.750000 Penalty: 4829.151367
	Iteration 63Q: 3 clusters Score -2193813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2193836.250000 Penalty: 4829.151367
	Iteration 64Q: 3 clusters Score -2193836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2193850.250000 Penalty: 4829.151367
	Iteration 65Q: 3 clusters Score -2193850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2193856.500000 Penalty: 4829.151367
	Iteration 66Q: 3 clusters Score -2193856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2193867.500000 Penalty: 4829.151367
	Iteration 67Q: 3 clusters Score -2193868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2193880.250000 Penalty: 4829.151367
	Iteration 68Q: 3 clusters Score -2193880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2193883.750000 Penalty: 4829.151367
	Iteration 69Q: 3 clusters Score -2193884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2193890.500000 Penalty: 4829.151367
	Iteration 70Q: 3 clusters Score -2193890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2193898.500000 Penalty: 4829.151367
	Iteration 71Q: 3 clusters Score -2193898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2193904.250000 Penalty: 4829.151367
	Iteration 72Q: 3 clusters Score -2193904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2193906.750000 Penalty: 4829.151367
	Iteration 73Q: 3 clusters Score -2193907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2193913.250000 Penalty: 4829.151367
	Iteration 74Q: 3 clusters Score -2193913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2193912.500000 Penalty: 4829.151367
	Iteration 75Q: 3 clusters Score -2193912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2193921.000000 Penalty: 4829.151367
	Iteration 76Q: 3 clusters Score -2193921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2193924.000000 Penalty: 4829.151367
	Iteration 77Q: 3 clusters Score -2193924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2193924.750000 Penalty: 4829.151367
	Iteration 78Q: 3 clusters Score -2193925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2193925.250000 Penalty: 4829.151367
	Iteration 79Q: 3 clusters Score -2193925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2193924.000000 Penalty: 4829.151367
	Iteration 80F: 3 clusters Score -2193924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2193925.750000 Penalty: 4829.151367
	Iteration 81Q: 3 clusters Score -2193926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2193928.000000 Penalty: 4829.151367
	Iteration 82Q: 3 clusters Score -2193928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2193928.250000 Penalty: 4829.151367
	Iteration 83Q: 3 clusters Score -2193928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2193934.500000 Penalty: 4829.151367
	Iteration 84Q: 3 clusters Score -2193934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2193941.500000 Penalty: 4829.151367
	Iteration 85Q: 3 clusters Score -2193942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2193944.000000 Penalty: 4829.151367
	Iteration 86Q: 3 clusters Score -2193944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2193947.250000 Penalty: 4829.151367
	Iteration 87Q: 3 clusters Score -2193947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2193947.000000 Penalty: 4829.151367
	Iteration 88Q: 3 clusters Score -2193947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2193946.000000 Penalty: 4829.151367
	Iteration 89Q: 3 clusters Score -2193946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2193946.000000 Penalty: 4829.151367
	Iteration 90F: 3 clusters Score -2193946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -60263.410156 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -60263.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58883.375000 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58883.38 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59125.214844 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -59125.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59228.238281 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -59228.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59273.441406 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -59273.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59326.011719 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -59326.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59367.554688 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -59367.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59388.871094 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -59388.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59392.121094 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -59392.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59393.667969 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -59393.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59396.824219 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -59396.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59398.679688 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -59398.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59399.617188 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -59399.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59403.273438 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -59403.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59411.886719 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -59411.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59416.570312 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -59416.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59430.039062 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -59430.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -59439.906250 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -59439.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59501.750000 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -59501.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59588.710938 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -59588.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59608.464844 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -59608.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59639.109375 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -59639.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59663.031250 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -59663.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59678.023438 Penalty: 3126.099121
	Iteration 22Q: 3 clusters Score -59678.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59680.671875 Penalty: 3126.099121
	Iteration 23Q: 3 clusters Score -59680.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59680.671875 Penalty: 3126.099121
	Iteration 24F: 3 clusters Score -59680.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -650831.937500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -650831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -646153.375000 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -646153.4 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -647344.875000 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -647344.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -647682.625000 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -647682.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -647920.875000 Penalty: 4255.856445
	Iteration 3F: 3 clusters Score -647920.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -648135.562500 Penalty: 4255.856445
	Iteration 4F: 3 clusters Score -648135.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -648320.437500 Penalty: 4255.856445
	Iteration 5F: 3 clusters Score -648320.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -648500.000000 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -648500 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -648661.062500 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -648661.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -648781.250000 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -648781.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -648880.687500 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -648880.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -648970.062500 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -648970.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -649036.500000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -649036.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -649089.812500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -649089.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -649137.437500 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -649137.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -649177.375000 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -649177.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -649228.625000 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -649228.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -649267.000000 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -649267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -649299.000000 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -649299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -649327.125000 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -649327.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -649355.312500 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -649355.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -649369.187500 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -649369.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -649380.250000 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -649380.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -649392.437500 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -649392.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -649403.375000 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -649403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -649409.625000 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -649409.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -649417.312500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -649417.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -649427.937500 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -649427.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -649437.875000 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -649437.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -649448.187500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -649448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -649456.375000 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -649456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -649461.437500 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -649461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -649465.625000 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -649465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -649469.437500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -649469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -649475.562500 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -649475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -649479.312500 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -649479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -649480.312500 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -649480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -649481.812500 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -649481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -649485.125000 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -649485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -649488.125000 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -649488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -649490.750000 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -649490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -649491.500000 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -649491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -649494.625000 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -649494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -649498.937500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -649498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -649500.562500 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -649500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -649501.937500 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -649501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -649503.875000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -649503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -649502.875000 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -649502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -649502.875000 Penalty: 4255.856445
	Iteration 47F: 3 clusters Score -649502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Entering Unmasked Estep 
Score: -5524096.000000 Penalty: 2643.821533
	Iteration 0F: 2 clusters Score -5524096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5495214.500000 Penalty: 5287.643066
	Iteration 0F: 3 clusters Score -5495214 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5505778.000000 Penalty: 5287.643066
	Iteration 1F: 3 clusters Score -5505778 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5506308.500000 Penalty: 5287.643066
	Iteration 2Q: 3 clusters Score -5506308 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5506806.000000 Penalty: 5287.643066
	Iteration 3Q: 3 clusters Score -5506806 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5507357.500000 Penalty: 5287.643066
	Iteration 4Q: 3 clusters Score -5507358 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5507935.000000 Penalty: 5287.643066
	Iteration 5Q: 3 clusters Score -5507935 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -5508732.500000 Penalty: 5287.643066
	Iteration 6Q: 3 clusters Score -5508732 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -5509716.000000 Penalty: 5287.643066
	Iteration 7Q: 3 clusters Score -5509716 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5510903.500000 Penalty: 5287.643066
	Iteration 8Q: 3 clusters Score -5510904 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5512361.500000 Penalty: 5287.643066
	Iteration 9F: 3 clusters Score -5512362 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5514074.500000 Penalty: 5287.643066
	Iteration 10F: 3 clusters Score -5514074 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -5515681.500000 Penalty: 5287.643066
	Iteration 11Q: 3 clusters Score -5515682 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -5516889.000000 Penalty: 5287.643066
	Iteration 12Q: 3 clusters Score -5516889 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5517797.500000 Penalty: 5287.643066
	Iteration 13Q: 3 clusters Score -5517798 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5518482.500000 Penalty: 5287.643066
	Iteration 14Q: 3 clusters Score -5518482 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -5518989.500000 Penalty: 5287.643066
	Iteration 15Q: 3 clusters Score -5518990 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5519414.500000 Penalty: 5287.643066
	Iteration 16Q: 3 clusters Score -5519414 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5519741.000000 Penalty: 5287.643066
	Iteration 17Q: 3 clusters Score -5519741 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5520026.000000 Penalty: 5287.643066
	Iteration 18Q: 3 clusters Score -5520026 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5520298.500000 Penalty: 5287.643066
	Iteration 19Q: 3 clusters Score -5520298 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5520511.500000 Penalty: 5287.643066
	Iteration 20F: 3 clusters Score -5520512 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5520698.500000 Penalty: 5287.643066
	Iteration 21Q: 3 clusters Score -5520698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5520858.000000 Penalty: 5287.643066
	Iteration 22Q: 3 clusters Score -5520858 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5520992.000000 Penalty: 5287.643066
	Iteration 23Q: 3 clusters Score -5520992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5521142.000000 Penalty: 5287.643066
	Iteration 24Q: 3 clusters Score -5521142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5521236.000000 Penalty: 5287.643066
	Iteration 25Q: 3 clusters Score -5521236 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5521351.000000 Penalty: 5287.643066
	Iteration 26Q: 3 clusters Score -5521351 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5521428.000000 Penalty: 5287.643066
	Iteration 27Q: 3 clusters Score -5521428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5521499.000000 Penalty: 5287.643066
	Iteration 28Q: 3 clusters Score -5521499 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5521537.500000 Penalty: 5287.643066
	Iteration 29Q: 3 clusters Score -5521538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5521605.500000 Penalty: 5287.643066
	Iteration 30Q: 3 clusters Score -5521606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5521633.500000 Penalty: 5287.643066
	Iteration 31Q: 3 clusters Score -5521634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5521664.000000 Penalty: 5287.643066
	Iteration 32Q: 3 clusters Score -5521664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5521676.500000 Penalty: 5287.643066
	Iteration 33Q: 3 clusters Score -5521676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5521696.500000 Penalty: 5287.643066
	Iteration 34Q: 3 clusters Score -5521696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5521711.500000 Penalty: 5287.643066
	Iteration 35Q: 3 clusters Score -5521712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5521724.000000 Penalty: 5287.643066
	Iteration 36Q: 3 clusters Score -5521724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5521746.000000 Penalty: 5287.643066
	Iteration 37Q: 3 clusters Score -5521746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5521758.000000 Penalty: 5287.643066
	Iteration 38Q: 3 clusters Score -5521758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5521766.000000 Penalty: 5287.643066
	Iteration 39Q: 3 clusters Score -5521766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5521770.000000 Penalty: 5287.643066
	Iteration 40F: 3 clusters Score -5521770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5521784.000000 Penalty: 5287.643066
	Iteration 41Q: 3 clusters Score -5521784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5521790.000000 Penalty: 5287.643066
	Iteration 42Q: 3 clusters Score -5521790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5521796.000000 Penalty: 5287.643066
	Iteration 43Q: 3 clusters Score -5521796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5521813.000000 Penalty: 5287.643066
	Iteration 44Q: 3 clusters Score -5521813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5521818.500000 Penalty: 5287.643066
	Iteration 45Q: 3 clusters Score -5521818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5521822.500000 Penalty: 5287.643066
	Iteration 46Q: 3 clusters Score -5521822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5521831.500000 Penalty: 5287.643066
	Iteration 47Q: 3 clusters Score -5521832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5521839.500000 Penalty: 5287.643066
	Iteration 48Q: 3 clusters Score -5521840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5521836.500000 Penalty: 5287.643066
	Iteration 49Q: 3 clusters Score -5521836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5521844.000000 Penalty: 5287.643066
	Iteration 50Q: 3 clusters Score -5521844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5521843.500000 Penalty: 5287.643066
	Iteration 51Q: 3 clusters Score -5521844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5521848.000000 Penalty: 5287.643066
	Iteration 52Q: 3 clusters Score -5521848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5521852.500000 Penalty: 5287.643066
	Iteration 53Q: 3 clusters Score -5521852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5521852.500000 Penalty: 5287.643066
	Iteration 54Q: 3 clusters Score -5521852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5521854.500000 Penalty: 5287.643066
	Iteration 55Q: 3 clusters Score -5521854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5521854.500000 Penalty: 5287.643066
	Iteration 56Q: 3 clusters Score -5521854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5521866.500000 Penalty: 5287.643066
	Iteration 57Q: 3 clusters Score -5521866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5521872.500000 Penalty: 5287.643066
	Iteration 58Q: 3 clusters Score -5521872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5521875.000000 Penalty: 5287.643066
	Iteration 59Q: 3 clusters Score -5521875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5521879.000000 Penalty: 5287.643066
	Iteration 60F: 3 clusters Score -5521879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5521877.500000 Penalty: 5287.643066
	Iteration 61Q: 3 clusters Score -5521878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5521877.500000 Penalty: 5287.643066
	Iteration 62F: 3 clusters Score -5521878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -251953.953125 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -251954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249349.281250 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -249349.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249809.875000 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -249809.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249935.625000 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -249935.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -249997.218750 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -249997.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250038.750000 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -250038.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -250064.609375 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -250064.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -250082.843750 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -250082.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -250093.375000 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -250093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -250100.781250 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -250100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250108.187500 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -250108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250114.234375 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -250114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -250118.265625 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -250118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -250119.921875 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -250119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -250123.609375 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -250123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250128.000000 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -250128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250135.046875 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -250135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250139.703125 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -250139.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250143.578125 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -250143.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250149.171875 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -250149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250152.812500 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -250152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250156.562500 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -250156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -250157.453125 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -250157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250157.765625 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -250157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -250158.125000 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -250158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250158.296875 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -250158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250158.296875 Penalty: 3773.507568
	Iteration 25F: 3 clusters Score -250158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -216110.843750 Penalty: 1849.487061
	Iteration 0F: 2 clusters Score -216110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213655.765625 Penalty: 3698.974121
	Iteration 0F: 3 clusters Score -213655.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -214096.656250 Penalty: 3698.974121
	Iteration 1F: 3 clusters Score -214096.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -214197.156250 Penalty: 3698.974121
	Iteration 2F: 3 clusters Score -214197.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214238.968750 Penalty: 3698.974121
	Iteration 3Q: 3 clusters Score -214239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214272.015625 Penalty: 3698.974121
	Iteration 4Q: 3 clusters Score -214272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -214296.500000 Penalty: 3698.974121
	Iteration 5Q: 3 clusters Score -214296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -214314.031250 Penalty: 3698.974121
	Iteration 6Q: 3 clusters Score -214314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -214329.890625 Penalty: 3698.974121
	Iteration 7Q: 3 clusters Score -214329.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -214341.218750 Penalty: 3698.974121
	Iteration 8Q: 3 clusters Score -214341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -214354.140625 Penalty: 3698.974121
	Iteration 9Q: 3 clusters Score -214354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -214361.734375 Penalty: 3698.974121
	Iteration 10Q: 3 clusters Score -214361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -214367.281250 Penalty: 3698.974121
	Iteration 11Q: 3 clusters Score -214367.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -214378.890625 Penalty: 3698.974121
	Iteration 12Q: 3 clusters Score -214378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -214386.250000 Penalty: 3698.974121
	Iteration 13Q: 3 clusters Score -214386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -214393.531250 Penalty: 3698.974121
	Iteration 14Q: 3 clusters Score -214393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -214397.968750 Penalty: 3698.974121
	Iteration 15Q: 3 clusters Score -214398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -214400.656250 Penalty: 3698.974121
	Iteration 16Q: 3 clusters Score -214400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -214403.625000 Penalty: 3698.974121
	Iteration 17Q: 3 clusters Score -214403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -214404.625000 Penalty: 3698.974121
	Iteration 18Q: 3 clusters Score -214404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214405.000000 Penalty: 3698.974121
	Iteration 19Q: 3 clusters Score -214405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -214405.406250 Penalty: 3698.974121
	Iteration 20F: 3 clusters Score -214405.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -125058.718750 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -125058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123115.250000 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -123115.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123416.531250 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -123416.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123541.179688 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -123541.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123612.273438 Penalty: 3437.040283
	Iteration 3Q: 3 clusters Score -123612.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123703.695312 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -123703.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123846.664062 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -123846.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124000.054688 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -124000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124189.609375 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -124189.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124279.078125 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -124279.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124345.015625 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -124345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124411.968750 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -124412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124473.695312 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -124473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124510.437500 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -124510.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124554.476562 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -124554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124577.929688 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -124577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124602.929688 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -124602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124623.734375 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -124623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124635.218750 Penalty: 3437.040283
	Iteration 17Q: 3 clusters Score -124635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124654.671875 Penalty: 3437.040283
	Iteration 18Q: 3 clusters Score -124654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124670.039062 Penalty: 3437.040283
	Iteration 19Q: 3 clusters Score -124670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124680.195312 Penalty: 3437.040283
	Iteration 20F: 3 clusters Score -124680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124686.148438 Penalty: 3437.040283
	Iteration 21Q: 3 clusters Score -124686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124687.320312 Penalty: 3437.040283
	Iteration 22Q: 3 clusters Score -124687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124687.320312 Penalty: 3437.040283
	Iteration 23F: 3 clusters Score -124687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131979 members 
Mstep: Class 3 contains 12370 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 277864 members 
Mstep: Class 10 contains 236409 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 23212 members 
Mstep: Class 17 contains 25030 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42641 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067472.000000 Penalty: 81763.039062
Iteration 319Q: 25 clusters Score -1.160675e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131981 members 
Mstep: Class 3 contains 12368 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49996 members 
Mstep: Class 7 contains 17347 members 
Mstep: Class 8 contains 8123 members 
Mstep: Class 9 contains 277858 members 
Mstep: Class 10 contains 236411 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25042 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067408.000000 Penalty: 81763.039062
Iteration 320F: 25 clusters Score -1.160674e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131989 members 
Mstep: Class 3 contains 12368 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 17349 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 277854 members 
Mstep: Class 10 contains 236414 members 
Mstep: Class 11 contains 50545 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25055 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42641 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067328.000000 Penalty: 81763.039062
Iteration 321Q: 25 clusters Score -1.160673e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131987 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 277856 members 
Mstep: Class 10 contains 236414 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 25068 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42640 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067408.000000 Penalty: 81763.039062
Iteration 322Q: 25 clusters Score -1.160674e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131992 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49993 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 277863 members 
Mstep: Class 10 contains 236415 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6372 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25075 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42637 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067312.000000 Penalty: 81763.039062
Iteration 323Q: 25 clusters Score -1.160673e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131989 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49995 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 8121 members 
Mstep: Class 9 contains 277869 members 
Mstep: Class 10 contains 236419 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 25078 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42637 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067304.000000 Penalty: 81763.039062
Iteration 324Q: 25 clusters Score -1.160673e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131996 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49995 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 277867 members 
Mstep: Class 10 contains 236417 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 23215 members 
Mstep: Class 17 contains 25089 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42637 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067312.000000 Penalty: 81763.039062
Iteration 325Q: 25 clusters Score -1.160673e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131998 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 277871 members 
Mstep: Class 10 contains 236418 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6344 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25091 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42638 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067400.000000 Penalty: 81763.039062
Iteration 326Q: 25 clusters Score -1.160674e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132003 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49992 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 277874 members 
Mstep: Class 10 contains 236418 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6338 members 
Mstep: Class 16 contains 23209 members 
Mstep: Class 17 contains 25092 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42639 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067368.000000 Penalty: 81763.039062
Iteration 327Q: 25 clusters Score -1.160674e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132007 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49991 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 277876 members 
Mstep: Class 10 contains 236421 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 25090 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42641 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067392.000000 Penalty: 81763.039062
Iteration 328Q: 25 clusters Score -1.160674e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132013 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 277879 members 
Mstep: Class 10 contains 236422 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 25089 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42639 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 329Q: 25 clusters Score -1.160674e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132019 members 
Mstep: Class 3 contains 12367 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 277877 members 
Mstep: Class 10 contains 236423 members 
Mstep: Class 11 contains 50544 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 23205 members 
Mstep: Class 17 contains 25092 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42637 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067344.000000 Penalty: 81763.039062
Iteration 330Q: 25 clusters Score -1.160673e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132021 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49988 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 277885 members 
Mstep: Class 10 contains 236426 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 16 contains 23205 members 
Mstep: Class 17 contains 25094 members 
Mstep: Class 18 contains 16915 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42635 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067288.000000 Penalty: 81763.039062
Iteration 331Q: 25 clusters Score -1.160673e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132024 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49987 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 277897 members 
Mstep: Class 10 contains 236425 members 
Mstep: Class 11 contains 50541 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 25097 members 
Mstep: Class 18 contains 16914 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42629 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067280.000000 Penalty: 81763.039062
Iteration 332Q: 25 clusters Score -1.160673e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132026 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49985 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 277908 members 
Mstep: Class 10 contains 236423 members 
Mstep: Class 11 contains 50541 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6307 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 25105 members 
Mstep: Class 18 contains 16914 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42623 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067288.000000 Penalty: 81763.039062
Iteration 333Q: 25 clusters Score -1.160673e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132031 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49984 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 277916 members 
Mstep: Class 10 contains 236423 members 
Mstep: Class 11 contains 50540 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 25112 members 
Mstep: Class 18 contains 16914 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42619 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067280.000000 Penalty: 81763.039062
Iteration 334Q: 25 clusters Score -1.160673e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132034 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49982 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 277924 members 
Mstep: Class 10 contains 236422 members 
Mstep: Class 11 contains 50539 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 23205 members 
Mstep: Class 17 contains 25122 members 
Mstep: Class 18 contains 16913 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42616 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067312.000000 Penalty: 81763.039062
Iteration 335Q: 25 clusters Score -1.160673e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132037 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49985 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 277926 members 
Mstep: Class 10 contains 236424 members 
Mstep: Class 11 contains 50539 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 23207 members 
Mstep: Class 17 contains 25136 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42613 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067248.000000 Penalty: 81763.039062
Iteration 336Q: 25 clusters Score -1.160672e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132037 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49988 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277928 members 
Mstep: Class 10 contains 236424 members 
Mstep: Class 11 contains 50539 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 25146 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42612 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067280.000000 Penalty: 81763.039062
Iteration 337Q: 25 clusters Score -1.160673e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132045 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49986 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277925 members 
Mstep: Class 10 contains 236423 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42612 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067208.000000 Penalty: 81763.039062
Iteration 338Q: 25 clusters Score -1.160672e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132058 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49982 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277921 members 
Mstep: Class 10 contains 236424 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 16907 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42612 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067296.000000 Penalty: 81763.039062
Iteration 339Q: 25 clusters Score -1.160673e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132066 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49976 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277925 members 
Mstep: Class 10 contains 236425 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 23209 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 16906 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42610 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067384.000000 Penalty: 81763.039062
Iteration 340F: 25 clusters Score -1.160674e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132081 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49970 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277923 members 
Mstep: Class 10 contains 236427 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 16904 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42606 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067392.000000 Penalty: 81763.039062
Iteration 341Q: 25 clusters Score -1.160674e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132090 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277923 members 
Mstep: Class 10 contains 236427 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 16903 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42605 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067400.000000 Penalty: 81763.039062
Iteration 342Q: 25 clusters Score -1.160674e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132099 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277919 members 
Mstep: Class 10 contains 236428 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 16903 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42605 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067384.000000 Penalty: 81763.039062
Iteration 343Q: 25 clusters Score -1.160674e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132107 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 277912 members 
Mstep: Class 10 contains 236428 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6188 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42604 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067400.000000 Penalty: 81763.039062
Iteration 344Q: 25 clusters Score -1.160674e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132112 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 277911 members 
Mstep: Class 10 contains 236427 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6178 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25200 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42606 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067392.000000 Penalty: 81763.039062
Iteration 345Q: 25 clusters Score -1.160674e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132119 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 277911 members 
Mstep: Class 10 contains 236424 members 
Mstep: Class 11 contains 50537 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25211 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42604 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067328.000000 Penalty: 81763.039062
Iteration 346Q: 25 clusters Score -1.160673e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132123 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49966 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 277911 members 
Mstep: Class 10 contains 236426 members 
Mstep: Class 11 contains 50537 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6161 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25215 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42602 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067264.000000 Penalty: 81763.039062
Iteration 347Q: 25 clusters Score -1.160673e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 132125 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49966 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 277910 members 
Mstep: Class 10 contains 236426 members 
Mstep: Class 11 contains 50537 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6154 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25221 members 
Mstep: Class 18 contains 16902 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42601 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067320.000000 Penalty: 81763.039062
Iteration 348Q: 25 clusters Score -1.160673e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 132129 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49965 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 277912 members 
Mstep: Class 10 contains 236424 members 
Mstep: Class 11 contains 50537 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6146 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 16901 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42599 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067312.000000 Penalty: 81763.039062
Iteration 349Q: 25 clusters Score -1.160673e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132137 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49966 members 
Mstep: Class 7 contains 17348 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 277912 members 
Mstep: Class 10 contains 236419 members 
Mstep: Class 11 contains 50535 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 16900 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42600 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067264.000000 Penalty: 81763.039062
Iteration 350Q: 25 clusters Score -1.160673e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132145 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49967 members 
Mstep: Class 7 contains 17346 members 
Mstep: Class 8 contains 8095 members 
Mstep: Class 9 contains 277919 members 
Mstep: Class 10 contains 236415 members 
Mstep: Class 11 contains 50533 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6130 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 16897 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42601 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067336.000000 Penalty: 81763.039062
Iteration 351Q: 25 clusters Score -1.160673e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132147 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49967 members 
Mstep: Class 7 contains 17343 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 277936 members 
Mstep: Class 10 contains 236412 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6114 members 
Mstep: Class 16 contains 23216 members 
Mstep: Class 17 contains 25250 members 
Mstep: Class 18 contains 16893 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42599 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067184.000000 Penalty: 81763.039062
Iteration 352Q: 25 clusters Score -1.160672e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132157 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17340 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 277942 members 
Mstep: Class 10 contains 236410 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 25260 members 
Mstep: Class 18 contains 16889 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42595 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067176.000000 Penalty: 81763.039062
Iteration 353Q: 25 clusters Score -1.160672e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132164 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 277957 members 
Mstep: Class 10 contains 236412 members 
Mstep: Class 11 contains 50530 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 25264 members 
Mstep: Class 18 contains 16886 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42590 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067128.000000 Penalty: 81763.039062
Iteration 354Q: 25 clusters Score -1.160671e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132162 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49967 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 277963 members 
Mstep: Class 10 contains 236411 members 
Mstep: Class 11 contains 50531 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 25273 members 
Mstep: Class 18 contains 16886 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42588 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067088.000000 Penalty: 81763.039062
Iteration 355Q: 25 clusters Score -1.160671e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132164 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277965 members 
Mstep: Class 10 contains 236409 members 
Mstep: Class 11 contains 50530 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 23216 members 
Mstep: Class 17 contains 25286 members 
Mstep: Class 18 contains 16886 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42587 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067152.000000 Penalty: 81763.039062
Iteration 356Q: 25 clusters Score -1.160672e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132168 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49968 members 
Mstep: Class 7 contains 17339 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277972 members 
Mstep: Class 10 contains 236408 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6043 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 25291 members 
Mstep: Class 18 contains 16887 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42584 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067040.000000 Penalty: 81763.039062
Iteration 357Q: 25 clusters Score -1.16067e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132172 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17338 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277971 members 
Mstep: Class 10 contains 236411 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6034 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25295 members 
Mstep: Class 18 contains 16889 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42583 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067160.000000 Penalty: 81763.039062
Iteration 358Q: 25 clusters Score -1.160672e+08 nChanged 39
Entering ConstructFrom: 
Score: -116067160.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -1284641.500000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -1284642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1276902.000000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -1276902 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1279134.750000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -1279135 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1279476.750000 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -1279477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1279803.125000 Penalty: 4574.686523
	Iteration 3F: 3 clusters Score -1279803 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1280097.875000 Penalty: 4574.686523
	Iteration 4Q: 3 clusters Score -1280098 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1280360.250000 Penalty: 4574.686523
	Iteration 5Q: 3 clusters Score -1280360 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1280603.000000 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -1280603 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1280844.625000 Penalty: 4574.686523
	Iteration 7Q: 3 clusters Score -1280845 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1281086.250000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -1281086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1281316.000000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -1281316 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1281526.375000 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -1281526 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1281713.625000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -1281714 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1281888.625000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -1281889 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1282085.250000 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -1282085 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1282281.500000 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -1282282 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1282453.875000 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -1282454 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1282607.625000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -1282608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1282745.375000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -1282745 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1282875.125000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -1282875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1282978.375000 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -1282978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1283043.750000 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -1283044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1283094.500000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -1283094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1283129.875000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -1283130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1283161.875000 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -1283162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1283183.250000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -1283183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1283204.625000 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -1283205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1283219.625000 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -1283220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1283235.625000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -1283236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1283242.875000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -1283243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1283246.000000 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -1283246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1283253.125000 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -1283253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1283260.000000 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -1283260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1283262.750000 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -1283263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1283259.125000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -1283259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1283266.250000 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -1283266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1283266.125000 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -1283266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1283270.125000 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -1283270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1283272.250000 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -1283272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1283273.000000 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -1283273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1283273.000000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -1283273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1283277.250000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -1283277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1283278.625000 Penalty: 4574.686523
	Iteration 41Q: 3 clusters Score -1283279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1283277.750000 Penalty: 4574.686523
	Iteration 42Q: 3 clusters Score -1283278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1283279.875000 Penalty: 4574.686523
	Iteration 43Q: 3 clusters Score -1283280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1283282.750000 Penalty: 4574.686523
	Iteration 44Q: 3 clusters Score -1283283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1283283.375000 Penalty: 4574.686523
	Iteration 45Q: 3 clusters Score -1283283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1283284.375000 Penalty: 4574.686523
	Iteration 46Q: 3 clusters Score -1283284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1283284.750000 Penalty: 4574.686523
	Iteration 47Q: 3 clusters Score -1283285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1283287.000000 Penalty: 4574.686523
	Iteration 48Q: 3 clusters Score -1283287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1283286.875000 Penalty: 4574.686523
	Iteration 49Q: 3 clusters Score -1283287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1283284.625000 Penalty: 4574.686523
	Iteration 50Q: 3 clusters Score -1283285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1283285.750000 Penalty: 4574.686523
	Iteration 51Q: 3 clusters Score -1283286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1283284.000000 Penalty: 4574.686523
	Iteration 52Q: 3 clusters Score -1283284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1283289.625000 Penalty: 4574.686523
	Iteration 53Q: 3 clusters Score -1283290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1283290.250000 Penalty: 4574.686523
	Iteration 54Q: 3 clusters Score -1283290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1283289.750000 Penalty: 4574.686523
	Iteration 55Q: 3 clusters Score -1283290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1283290.500000 Penalty: 4574.686523
	Iteration 56Q: 3 clusters Score -1283290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1283289.250000 Penalty: 4574.686523
	Iteration 57Q: 3 clusters Score -1283289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1283289.625000 Penalty: 4574.686523
	Iteration 58Q: 3 clusters Score -1283290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1283290.875000 Penalty: 4574.686523
	Iteration 59Q: 3 clusters Score -1283291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1283291.000000 Penalty: 4574.686523
	Iteration 60F: 3 clusters Score -1283291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1283289.750000 Penalty: 4574.686523
	Iteration 61Q: 3 clusters Score -1283290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1283293.625000 Penalty: 4574.686523
	Iteration 62Q: 3 clusters Score -1283294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1283295.250000 Penalty: 4574.686523
	Iteration 63Q: 3 clusters Score -1283295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1283297.375000 Penalty: 4574.686523
	Iteration 64Q: 3 clusters Score -1283297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1283301.125000 Penalty: 4574.686523
	Iteration 65Q: 3 clusters Score -1283301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1283305.875000 Penalty: 4574.686523
	Iteration 66Q: 3 clusters Score -1283306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1283310.375000 Penalty: 4574.686523
	Iteration 67Q: 3 clusters Score -1283310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1283312.250000 Penalty: 4574.686523
	Iteration 68Q: 3 clusters Score -1283312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1283313.250000 Penalty: 4574.686523
	Iteration 69Q: 3 clusters Score -1283313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1283314.125000 Penalty: 4574.686523
	Iteration 70Q: 3 clusters Score -1283314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1283312.000000 Penalty: 4574.686523
	Iteration 71Q: 3 clusters Score -1283312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1283312.125000 Penalty: 4574.686523
	Iteration 72Q: 3 clusters Score -1283312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1283312.125000 Penalty: 4574.686523
	Iteration 73F: 3 clusters Score -1283312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Entering Unmasked Estep 
Score: -16944344.000000 Penalty: 2924.397949
	Iteration 0F: 2 clusters Score -1.694434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -16856170.000000 Penalty: 5848.795898
	Iteration 0F: 3 clusters Score -1.685617e+07 nChanged 63073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -16892552.000000 Penalty: 5848.795898
	Iteration 1F: 3 clusters Score -1.689255e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -16893282.000000 Penalty: 5848.795898
	Iteration 2Q: 3 clusters Score -1.689328e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -16894214.000000 Penalty: 5848.795898
	Iteration 3Q: 3 clusters Score -1.689421e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -16895634.000000 Penalty: 5848.795898
	Iteration 4Q: 3 clusters Score -1.689563e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -16897940.000000 Penalty: 5848.795898
	Iteration 5Q: 3 clusters Score -1.689794e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -16901620.000000 Penalty: 5848.795898
	Iteration 6Q: 3 clusters Score -1.690162e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -16907012.000000 Penalty: 5848.795898
	Iteration 7F: 3 clusters Score -1.690701e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -16914652.000000 Penalty: 5848.795898
	Iteration 8F: 3 clusters Score -1.691465e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 112283 members 
Entering Unmasked Estep 
Score: -16923742.000000 Penalty: 5848.795898
	Iteration 9F: 3 clusters Score -1.692374e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -16932128.000000 Penalty: 5848.795898
	Iteration 10F: 3 clusters Score -1.693213e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -16937576.000000 Penalty: 5848.795898
	Iteration 11Q: 3 clusters Score -1.693758e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -16940114.000000 Penalty: 5848.795898
	Iteration 12Q: 3 clusters Score -1.694011e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 131200 members 
Entering Unmasked Estep 
Score: -16941110.000000 Penalty: 5848.795898
	Iteration 13Q: 3 clusters Score -1.694111e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -16941438.000000 Penalty: 5848.795898
	Iteration 14Q: 3 clusters Score -1.694144e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -16941574.000000 Penalty: 5848.795898
	Iteration 15Q: 3 clusters Score -1.694157e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -16941616.000000 Penalty: 5848.795898
	Iteration 16Q: 3 clusters Score -1.694162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -16941652.000000 Penalty: 5848.795898
	Iteration 17Q: 3 clusters Score -1.694165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -16941680.000000 Penalty: 5848.795898
	Iteration 18Q: 3 clusters Score -1.694168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -16941694.000000 Penalty: 5848.795898
	Iteration 19Q: 3 clusters Score -1.694169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 131822 members 
Entering Unmasked Estep 
Score: -16941698.000000 Penalty: 5848.795898
	Iteration 20F: 3 clusters Score -1.69417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -16941704.000000 Penalty: 5848.795898
	Iteration 21Q: 3 clusters Score -1.69417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 131824 members 
Entering Unmasked Estep 
Score: -16941700.000000 Penalty: 5848.795898
	Iteration 22Q: 3 clusters Score -1.69417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 131825 members 
Entering Unmasked Estep 
Score: -16941712.000000 Penalty: 5848.795898
	Iteration 23Q: 3 clusters Score -1.694171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 131826 members 
Entering Unmasked Estep 
Score: -16941718.000000 Penalty: 5848.795898
	Iteration 24Q: 3 clusters Score -1.694172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -16941716.000000 Penalty: 5848.795898
	Iteration 25Q: 3 clusters Score -1.694172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -16941708.000000 Penalty: 5848.795898
	Iteration 26Q: 3 clusters Score -1.694171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -16941708.000000 Penalty: 5848.795898
	Iteration 27Q: 3 clusters Score -1.694171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -16941702.000000 Penalty: 5848.795898
	Iteration 28Q: 3 clusters Score -1.69417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 131831 members 
Entering Unmasked Estep 
Score: -16941718.000000 Penalty: 5848.795898
	Iteration 29Q: 3 clusters Score -1.694172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -16941712.000000 Penalty: 5848.795898
	Iteration 30Q: 3 clusters Score -1.694171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -16941708.000000 Penalty: 5848.795898
	Iteration 31Q: 3 clusters Score -1.694171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -16941714.000000 Penalty: 5848.795898
	Iteration 32Q: 3 clusters Score -1.694171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -16941706.000000 Penalty: 5848.795898
	Iteration 33Q: 3 clusters Score -1.694171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16941708.000000 Penalty: 5848.795898
	Iteration 34Q: 3 clusters Score -1.694171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -16941712.000000 Penalty: 5848.795898
	Iteration 35Q: 3 clusters Score -1.694171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16941716.000000 Penalty: 5848.795898
	Iteration 36Q: 3 clusters Score -1.694172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16941716.000000 Penalty: 5848.795898
	Iteration 37F: 3 clusters Score -1.694172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Entering Unmasked Estep 
Score: -1494428.000000 Penalty: 2336.730713
	Iteration 0F: 2 clusters Score -1494428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1485318.250000 Penalty: 4673.461426
	Iteration 0F: 3 clusters Score -1485318 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1488067.000000 Penalty: 4673.461426
	Iteration 1F: 3 clusters Score -1488067 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1488416.250000 Penalty: 4673.461426
	Iteration 2F: 3 clusters Score -1488416 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1488686.250000 Penalty: 4673.461426
	Iteration 3F: 3 clusters Score -1488686 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1488959.125000 Penalty: 4673.461426
	Iteration 4Q: 3 clusters Score -1488959 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1489284.750000 Penalty: 4673.461426
	Iteration 5Q: 3 clusters Score -1489285 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1489702.875000 Penalty: 4673.461426
	Iteration 6F: 3 clusters Score -1489703 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1490140.000000 Penalty: 4673.461426
	Iteration 7F: 3 clusters Score -1490140 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1490607.875000 Penalty: 4673.461426
	Iteration 8F: 3 clusters Score -1490608 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1491047.750000 Penalty: 4673.461426
	Iteration 9Q: 3 clusters Score -1491048 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1491394.250000 Penalty: 4673.461426
	Iteration 10Q: 3 clusters Score -1491394 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1491668.625000 Penalty: 4673.461426
	Iteration 11Q: 3 clusters Score -1491669 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1491843.000000 Penalty: 4673.461426
	Iteration 12Q: 3 clusters Score -1491843 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1491946.000000 Penalty: 4673.461426
	Iteration 13Q: 3 clusters Score -1491946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1492004.250000 Penalty: 4673.461426
	Iteration 14Q: 3 clusters Score -1492004 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1492031.250000 Penalty: 4673.461426
	Iteration 15Q: 3 clusters Score -1492031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1492058.125000 Penalty: 4673.461426
	Iteration 16Q: 3 clusters Score -1492058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1492078.125000 Penalty: 4673.461426
	Iteration 17Q: 3 clusters Score -1492078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1492090.875000 Penalty: 4673.461426
	Iteration 18Q: 3 clusters Score -1492091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1492102.625000 Penalty: 4673.461426
	Iteration 19Q: 3 clusters Score -1492103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1492116.750000 Penalty: 4673.461426
	Iteration 20F: 3 clusters Score -1492117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1492124.125000 Penalty: 4673.461426
	Iteration 21Q: 3 clusters Score -1492124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1492135.750000 Penalty: 4673.461426
	Iteration 22Q: 3 clusters Score -1492136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1492152.125000 Penalty: 4673.461426
	Iteration 23Q: 3 clusters Score -1492152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1492164.250000 Penalty: 4673.461426
	Iteration 24Q: 3 clusters Score -1492164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1492168.250000 Penalty: 4673.461426
	Iteration 25Q: 3 clusters Score -1492168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1492176.000000 Penalty: 4673.461426
	Iteration 26Q: 3 clusters Score -1492176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1492181.625000 Penalty: 4673.461426
	Iteration 27Q: 3 clusters Score -1492182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1492184.375000 Penalty: 4673.461426
	Iteration 28Q: 3 clusters Score -1492184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1492187.500000 Penalty: 4673.461426
	Iteration 29Q: 3 clusters Score -1492188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1492189.250000 Penalty: 4673.461426
	Iteration 30Q: 3 clusters Score -1492189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1492197.250000 Penalty: 4673.461426
	Iteration 31Q: 3 clusters Score -1492197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1492206.875000 Penalty: 4673.461426
	Iteration 32Q: 3 clusters Score -1492207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1492217.125000 Penalty: 4673.461426
	Iteration 33Q: 3 clusters Score -1492217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1492225.625000 Penalty: 4673.461426
	Iteration 34Q: 3 clusters Score -1492226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1492234.375000 Penalty: 4673.461426
	Iteration 35Q: 3 clusters Score -1492234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1492243.625000 Penalty: 4673.461426
	Iteration 36Q: 3 clusters Score -1492244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1492248.250000 Penalty: 4673.461426
	Iteration 37Q: 3 clusters Score -1492248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1492257.375000 Penalty: 4673.461426
	Iteration 38Q: 3 clusters Score -1492257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1492258.000000 Penalty: 4673.461426
	Iteration 39Q: 3 clusters Score -1492258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1492257.750000 Penalty: 4673.461426
	Iteration 40F: 3 clusters Score -1492258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1492266.500000 Penalty: 4673.461426
	Iteration 41Q: 3 clusters Score -1492266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1492272.625000 Penalty: 4673.461426
	Iteration 42Q: 3 clusters Score -1492273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1492272.000000 Penalty: 4673.461426
	Iteration 43Q: 3 clusters Score -1492272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1492277.375000 Penalty: 4673.461426
	Iteration 44Q: 3 clusters Score -1492277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1492283.625000 Penalty: 4673.461426
	Iteration 45Q: 3 clusters Score -1492284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1492289.250000 Penalty: 4673.461426
	Iteration 46Q: 3 clusters Score -1492289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1492295.625000 Penalty: 4673.461426
	Iteration 47Q: 3 clusters Score -1492296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1492306.500000 Penalty: 4673.461426
	Iteration 48Q: 3 clusters Score -1492306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1492312.500000 Penalty: 4673.461426
	Iteration 49Q: 3 clusters Score -1492312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1492315.375000 Penalty: 4673.461426
	Iteration 50Q: 3 clusters Score -1492315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1492327.750000 Penalty: 4673.461426
	Iteration 51Q: 3 clusters Score -1492328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1492333.875000 Penalty: 4673.461426
	Iteration 52Q: 3 clusters Score -1492334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1492336.250000 Penalty: 4673.461426
	Iteration 53Q: 3 clusters Score -1492336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1492337.250000 Penalty: 4673.461426
	Iteration 54Q: 3 clusters Score -1492337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1492338.500000 Penalty: 4673.461426
	Iteration 55Q: 3 clusters Score -1492338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1492341.750000 Penalty: 4673.461426
	Iteration 56Q: 3 clusters Score -1492342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1492342.875000 Penalty: 4673.461426
	Iteration 57Q: 3 clusters Score -1492343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1492346.250000 Penalty: 4673.461426
	Iteration 58Q: 3 clusters Score -1492346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1492347.125000 Penalty: 4673.461426
	Iteration 59Q: 3 clusters Score -1492347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1492349.250000 Penalty: 4673.461426
	Iteration 60F: 3 clusters Score -1492349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1492348.625000 Penalty: 4673.461426
	Iteration 61Q: 3 clusters Score -1492349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1492354.125000 Penalty: 4673.461426
	Iteration 62Q: 3 clusters Score -1492354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1492356.750000 Penalty: 4673.461426
	Iteration 63Q: 3 clusters Score -1492357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1492359.625000 Penalty: 4673.461426
	Iteration 64Q: 3 clusters Score -1492360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1492363.500000 Penalty: 4673.461426
	Iteration 65Q: 3 clusters Score -1492364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1492369.750000 Penalty: 4673.461426
	Iteration 66Q: 3 clusters Score -1492370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1492371.750000 Penalty: 4673.461426
	Iteration 67Q: 3 clusters Score -1492372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1492371.250000 Penalty: 4673.461426
	Iteration 68Q: 3 clusters Score -1492371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1492380.250000 Penalty: 4673.461426
	Iteration 69Q: 3 clusters Score -1492380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1492382.500000 Penalty: 4673.461426
	Iteration 70Q: 3 clusters Score -1492382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1492386.625000 Penalty: 4673.461426
	Iteration 71Q: 3 clusters Score -1492387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1492393.250000 Penalty: 4673.461426
	Iteration 72Q: 3 clusters Score -1492393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1492397.375000 Penalty: 4673.461426
	Iteration 73Q: 3 clusters Score -1492397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1492402.000000 Penalty: 4673.461426
	Iteration 74Q: 3 clusters Score -1492402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1492407.375000 Penalty: 4673.461426
	Iteration 75Q: 3 clusters Score -1492407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1492409.000000 Penalty: 4673.461426
	Iteration 76Q: 3 clusters Score -1492409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1492411.125000 Penalty: 4673.461426
	Iteration 77Q: 3 clusters Score -1492411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1492415.500000 Penalty: 4673.461426
	Iteration 78Q: 3 clusters Score -1492416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1492421.000000 Penalty: 4673.461426
	Iteration 79Q: 3 clusters Score -1492421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1492423.000000 Penalty: 4673.461426
	Iteration 80F: 3 clusters Score -1492423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1492428.250000 Penalty: 4673.461426
	Iteration 81Q: 3 clusters Score -1492428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1492434.375000 Penalty: 4673.461426
	Iteration 82Q: 3 clusters Score -1492434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1492436.875000 Penalty: 4673.461426
	Iteration 83Q: 3 clusters Score -1492437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1492441.375000 Penalty: 4673.461426
	Iteration 84Q: 3 clusters Score -1492441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1492443.500000 Penalty: 4673.461426
	Iteration 85Q: 3 clusters Score -1492444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1492445.625000 Penalty: 4673.461426
	Iteration 86Q: 3 clusters Score -1492446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1492453.375000 Penalty: 4673.461426
	Iteration 87Q: 3 clusters Score -1492453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1492452.375000 Penalty: 4673.461426
	Iteration 88Q: 3 clusters Score -1492452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1492454.250000 Penalty: 4673.461426
	Iteration 89Q: 3 clusters Score -1492454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1492453.125000 Penalty: 4673.461426
	Iteration 90Q: 3 clusters Score -1492453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1492452.875000 Penalty: 4673.461426
	Iteration 91Q: 3 clusters Score -1492453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1492453.875000 Penalty: 4673.461426
	Iteration 92Q: 3 clusters Score -1492454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1492457.625000 Penalty: 4673.461426
	Iteration 93Q: 3 clusters Score -1492458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1492460.125000 Penalty: 4673.461426
	Iteration 94Q: 3 clusters Score -1492460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1492460.250000 Penalty: 4673.461426
	Iteration 95Q: 3 clusters Score -1492460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1492459.250000 Penalty: 4673.461426
	Iteration 96Q: 3 clusters Score -1492459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1492461.750000 Penalty: 4673.461426
	Iteration 97Q: 3 clusters Score -1492462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1492464.125000 Penalty: 4673.461426
	Iteration 98Q: 3 clusters Score -1492464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1492464.250000 Penalty: 4673.461426
	Iteration 99Q: 3 clusters Score -1492464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1492466.500000 Penalty: 4673.461426
	Iteration 100F: 3 clusters Score -1492466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1492464.000000 Penalty: 4673.461426
	Iteration 101Q: 3 clusters Score -1492464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1492464.000000 Penalty: 4673.461426
	Iteration 102F: 3 clusters Score -1492464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -277065.906250 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -277065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274307.218750 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -274307.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274847.437500 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -274847.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274958.531250 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -274958.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -275024.218750 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -275024.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -275064.656250 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -275064.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -275102.000000 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -275102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -275135.250000 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -275135.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -275162.562500 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -275162.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -275185.812500 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -275185.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -275203.125000 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -275203.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -275213.906250 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -275213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -275221.812500 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -275221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -275230.437500 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -275230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -275239.750000 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -275239.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -275254.281250 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -275254.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -275269.156250 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -275269.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -275284.812500 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -275284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -275300.500000 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -275300.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -275320.031250 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -275320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -275342.468750 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -275342.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -275357.781250 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -275357.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -275377.156250 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -275377.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -275396.218750 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -275396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -275411.968750 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -275412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -275423.781250 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -275423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -275438.187500 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -275438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -275452.812500 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -275452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275459.843750 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -275459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -275473.062500 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -275473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -275488.312500 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -275488.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -275504.906250 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -275504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -275517.875000 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -275517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -275528.937500 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -275528.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275538.625000 Penalty: 3836.775146
	Iteration 33Q: 3 clusters Score -275538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -275545.093750 Penalty: 3836.775146
	Iteration 34Q: 3 clusters Score -275545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -275555.000000 Penalty: 3836.775146
	Iteration 35Q: 3 clusters Score -275555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -275560.781250 Penalty: 3836.775146
	Iteration 36Q: 3 clusters Score -275560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -275565.718750 Penalty: 3836.775146
	Iteration 37Q: 3 clusters Score -275565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -275571.812500 Penalty: 3836.775146
	Iteration 38Q: 3 clusters Score -275571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275574.937500 Penalty: 3836.775146
	Iteration 39Q: 3 clusters Score -275574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -275578.531250 Penalty: 3836.775146
	Iteration 40F: 3 clusters Score -275578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -275583.875000 Penalty: 3836.775146
	Iteration 41Q: 3 clusters Score -275583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -275591.562500 Penalty: 3836.775146
	Iteration 42Q: 3 clusters Score -275591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -275594.875000 Penalty: 3836.775146
	Iteration 43Q: 3 clusters Score -275594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -275599.781250 Penalty: 3836.775146
	Iteration 44Q: 3 clusters Score -275599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -275602.968750 Penalty: 3836.775146
	Iteration 45Q: 3 clusters Score -275603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -275608.843750 Penalty: 3836.775146
	Iteration 46Q: 3 clusters Score -275608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -275611.250000 Penalty: 3836.775146
	Iteration 47Q: 3 clusters Score -275611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -275615.031250 Penalty: 3836.775146
	Iteration 48Q: 3 clusters Score -275615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -275618.625000 Penalty: 3836.775146
	Iteration 49Q: 3 clusters Score -275618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -275621.250000 Penalty: 3836.775146
	Iteration 50Q: 3 clusters Score -275621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -275621.468750 Penalty: 3836.775146
	Iteration 51Q: 3 clusters Score -275621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -275621.468750 Penalty: 3836.775146
	Iteration 52F: 3 clusters Score -275621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -32940.878906 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -32940.88 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 159 members 
Entering Unmasked Estep 
Score: -31696.128906 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -31696.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31885.074219 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -31885.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31966.128906 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -31966.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31988.310547 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -31988.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31988.310547 Penalty: 2834.011475
	Iteration 4F: 3 clusters Score -31988.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Entering Unmasked Estep 
Score: -6446548.500000 Penalty: 2683.151367
	Iteration 0F: 2 clusters Score -6446548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -6412920.500000 Penalty: 5366.302734
	Iteration 0F: 3 clusters Score -6412920 nChanged 23079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6425862.500000 Penalty: 5366.302734
	Iteration 1F: 3 clusters Score -6425862 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6426573.000000 Penalty: 5366.302734
	Iteration 2Q: 3 clusters Score -6426573 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -6427247.000000 Penalty: 5366.302734
	Iteration 3Q: 3 clusters Score -6427247 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -6428153.000000 Penalty: 5366.302734
	Iteration 4Q: 3 clusters Score -6428153 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6429412.000000 Penalty: 5366.302734
	Iteration 5F: 3 clusters Score -6429412 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6431264.500000 Penalty: 5366.302734
	Iteration 6F: 3 clusters Score -6431264 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6433635.000000 Penalty: 5366.302734
	Iteration 7F: 3 clusters Score -6433635 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -6436395.000000 Penalty: 5366.302734
	Iteration 8F: 3 clusters Score -6436395 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -6438897.500000 Penalty: 5366.302734
	Iteration 9F: 3 clusters Score -6438898 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6440647.000000 Penalty: 5366.302734
	Iteration 10Q: 3 clusters Score -6440647 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6441770.000000 Penalty: 5366.302734
	Iteration 11Q: 3 clusters Score -6441770 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6442476.500000 Penalty: 5366.302734
	Iteration 12Q: 3 clusters Score -6442476 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6442943.500000 Penalty: 5366.302734
	Iteration 13Q: 3 clusters Score -6442944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6443245.500000 Penalty: 5366.302734
	Iteration 14Q: 3 clusters Score -6443246 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6443471.000000 Penalty: 5366.302734
	Iteration 15Q: 3 clusters Score -6443471 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6443624.000000 Penalty: 5366.302734
	Iteration 16Q: 3 clusters Score -6443624 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6443780.000000 Penalty: 5366.302734
	Iteration 17Q: 3 clusters Score -6443780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6443875.000000 Penalty: 5366.302734
	Iteration 18Q: 3 clusters Score -6443875 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6444000.000000 Penalty: 5366.302734
	Iteration 19Q: 3 clusters Score -6444000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6444066.500000 Penalty: 5366.302734
	Iteration 20F: 3 clusters Score -6444066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6444143.500000 Penalty: 5366.302734
	Iteration 21Q: 3 clusters Score -6444144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6444197.500000 Penalty: 5366.302734
	Iteration 22Q: 3 clusters Score -6444198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6444233.000000 Penalty: 5366.302734
	Iteration 23Q: 3 clusters Score -6444233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6444259.000000 Penalty: 5366.302734
	Iteration 24Q: 3 clusters Score -6444259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6444286.500000 Penalty: 5366.302734
	Iteration 25Q: 3 clusters Score -6444286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6444297.000000 Penalty: 5366.302734
	Iteration 26Q: 3 clusters Score -6444297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6444326.000000 Penalty: 5366.302734
	Iteration 27Q: 3 clusters Score -6444326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6444344.000000 Penalty: 5366.302734
	Iteration 28Q: 3 clusters Score -6444344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6444343.500000 Penalty: 5366.302734
	Iteration 29Q: 3 clusters Score -6444344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6444354.500000 Penalty: 5366.302734
	Iteration 30Q: 3 clusters Score -6444354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6444357.500000 Penalty: 5366.302734
	Iteration 31Q: 3 clusters Score -6444358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6444369.000000 Penalty: 5366.302734
	Iteration 32Q: 3 clusters Score -6444369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6444381.000000 Penalty: 5366.302734
	Iteration 33Q: 3 clusters Score -6444381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6444378.500000 Penalty: 5366.302734
	Iteration 34Q: 3 clusters Score -6444378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6444377.500000 Penalty: 5366.302734
	Iteration 35Q: 3 clusters Score -6444378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6444390.500000 Penalty: 5366.302734
	Iteration 36Q: 3 clusters Score -6444390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6444400.000000 Penalty: 5366.302734
	Iteration 37Q: 3 clusters Score -6444400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6444402.500000 Penalty: 5366.302734
	Iteration 38Q: 3 clusters Score -6444402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6444404.000000 Penalty: 5366.302734
	Iteration 39Q: 3 clusters Score -6444404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6444406.500000 Penalty: 5366.302734
	Iteration 40F: 3 clusters Score -6444406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6444411.000000 Penalty: 5366.302734
	Iteration 41Q: 3 clusters Score -6444411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6444409.000000 Penalty: 5366.302734
	Iteration 42Q: 3 clusters Score -6444409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6444419.500000 Penalty: 5366.302734
	Iteration 43Q: 3 clusters Score -6444420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6444421.000000 Penalty: 5366.302734
	Iteration 44Q: 3 clusters Score -6444421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6444424.500000 Penalty: 5366.302734
	Iteration 45Q: 3 clusters Score -6444424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6444425.000000 Penalty: 5366.302734
	Iteration 46Q: 3 clusters Score -6444425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6444420.000000 Penalty: 5366.302734
	Iteration 47Q: 3 clusters Score -6444420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6444420.500000 Penalty: 5366.302734
	Iteration 48Q: 3 clusters Score -6444420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6444420.500000 Penalty: 5366.302734
	Iteration 49F: 3 clusters Score -6444420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Entering Unmasked Estep 
Score: -2241154.500000 Penalty: 2420.628418
	Iteration 0F: 2 clusters Score -2241154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2228808.250000 Penalty: 4841.256836
	Iteration 0F: 3 clusters Score -2228808 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2232917.500000 Penalty: 4841.256836
	Iteration 1F: 3 clusters Score -2232918 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2233796.250000 Penalty: 4841.256836
	Iteration 2F: 3 clusters Score -2233796 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2234813.500000 Penalty: 4841.256836
	Iteration 3F: 3 clusters Score -2234814 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2235911.250000 Penalty: 4841.256836
	Iteration 4F: 3 clusters Score -2235911 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2236995.000000 Penalty: 4841.256836
	Iteration 5F: 3 clusters Score -2236995 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2237961.000000 Penalty: 4841.256836
	Iteration 6F: 3 clusters Score -2237961 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2238708.750000 Penalty: 4841.256836
	Iteration 7F: 3 clusters Score -2238709 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2239252.750000 Penalty: 4841.256836
	Iteration 8Q: 3 clusters Score -2239253 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2239658.750000 Penalty: 4841.256836
	Iteration 9Q: 3 clusters Score -2239659 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2239938.500000 Penalty: 4841.256836
	Iteration 10Q: 3 clusters Score -2239938 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2240146.250000 Penalty: 4841.256836
	Iteration 11Q: 3 clusters Score -2240146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2240288.000000 Penalty: 4841.256836
	Iteration 12Q: 3 clusters Score -2240288 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2240377.750000 Penalty: 4841.256836
	Iteration 13Q: 3 clusters Score -2240378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2240429.000000 Penalty: 4841.256836
	Iteration 14Q: 3 clusters Score -2240429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2240479.000000 Penalty: 4841.256836
	Iteration 15Q: 3 clusters Score -2240479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2240500.000000 Penalty: 4841.256836
	Iteration 16Q: 3 clusters Score -2240500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2240508.750000 Penalty: 4841.256836
	Iteration 17Q: 3 clusters Score -2240509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2240516.000000 Penalty: 4841.256836
	Iteration 18Q: 3 clusters Score -2240516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2240519.500000 Penalty: 4841.256836
	Iteration 19Q: 3 clusters Score -2240520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2240528.750000 Penalty: 4841.256836
	Iteration 20F: 3 clusters Score -2240529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2240539.750000 Penalty: 4841.256836
	Iteration 21Q: 3 clusters Score -2240540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2240538.750000 Penalty: 4841.256836
	Iteration 22Q: 3 clusters Score -2240539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2240540.250000 Penalty: 4841.256836
	Iteration 23Q: 3 clusters Score -2240540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2240541.500000 Penalty: 4841.256836
	Iteration 24Q: 3 clusters Score -2240542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2240538.250000 Penalty: 4841.256836
	Iteration 25Q: 3 clusters Score -2240538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2240538.250000 Penalty: 4841.256836
	Iteration 26F: 3 clusters Score -2240538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -1035623.562500 Penalty: 2231.691162
	Iteration 0F: 2 clusters Score -1035624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1029153.000000 Penalty: 4463.382324
	Iteration 0F: 3 clusters Score -1029153 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1030851.937500 Penalty: 4463.382324
	Iteration 1F: 3 clusters Score -1030852 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1031086.687500 Penalty: 4463.382324
	Iteration 2F: 3 clusters Score -1031087 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1031243.937500 Penalty: 4463.382324
	Iteration 3Q: 3 clusters Score -1031244 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1031357.125000 Penalty: 4463.382324
	Iteration 4Q: 3 clusters Score -1031357 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1031442.437500 Penalty: 4463.382324
	Iteration 5Q: 3 clusters Score -1031442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1031502.062500 Penalty: 4463.382324
	Iteration 6Q: 3 clusters Score -1031502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1031552.687500 Penalty: 4463.382324
	Iteration 7Q: 3 clusters Score -1031553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1031595.687500 Penalty: 4463.382324
	Iteration 8Q: 3 clusters Score -1031596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1031628.437500 Penalty: 4463.382324
	Iteration 9Q: 3 clusters Score -1031628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1031668.250000 Penalty: 4463.382324
	Iteration 10Q: 3 clusters Score -1031668 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1031719.562500 Penalty: 4463.382324
	Iteration 11Q: 3 clusters Score -1031720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1031764.625000 Penalty: 4463.382324
	Iteration 12Q: 3 clusters Score -1031765 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1031810.687500 Penalty: 4463.382324
	Iteration 13Q: 3 clusters Score -1031811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1031865.750000 Penalty: 4463.382324
	Iteration 14Q: 3 clusters Score -1031866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1031917.687500 Penalty: 4463.382324
	Iteration 15Q: 3 clusters Score -1031918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1031972.250000 Penalty: 4463.382324
	Iteration 16Q: 3 clusters Score -1031972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1032026.687500 Penalty: 4463.382324
	Iteration 17Q: 3 clusters Score -1032027 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1032085.500000 Penalty: 4463.382324
	Iteration 18Q: 3 clusters Score -1032086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1032162.250000 Penalty: 4463.382324
	Iteration 19Q: 3 clusters Score -1032162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1032262.812500 Penalty: 4463.382324
	Iteration 20F: 3 clusters Score -1032263 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1032392.750000 Penalty: 4463.382324
	Iteration 21Q: 3 clusters Score -1032393 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1032550.187500 Penalty: 4463.382324
	Iteration 22Q: 3 clusters Score -1032550 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1032741.000000 Penalty: 4463.382324
	Iteration 23Q: 3 clusters Score -1032741 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1032934.125000 Penalty: 4463.382324
	Iteration 24Q: 3 clusters Score -1032934 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1033113.750000 Penalty: 4463.382324
	Iteration 25Q: 3 clusters Score -1033114 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1033261.000000 Penalty: 4463.382324
	Iteration 26Q: 3 clusters Score -1033261 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1033375.937500 Penalty: 4463.382324
	Iteration 27Q: 3 clusters Score -1033376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1033452.687500 Penalty: 4463.382324
	Iteration 28Q: 3 clusters Score -1033453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1033494.562500 Penalty: 4463.382324
	Iteration 29Q: 3 clusters Score -1033495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1033541.875000 Penalty: 4463.382324
	Iteration 30Q: 3 clusters Score -1033542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1033568.375000 Penalty: 4463.382324
	Iteration 31Q: 3 clusters Score -1033568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1033584.250000 Penalty: 4463.382324
	Iteration 32Q: 3 clusters Score -1033584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1033599.812500 Penalty: 4463.382324
	Iteration 33Q: 3 clusters Score -1033600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1033606.750000 Penalty: 4463.382324
	Iteration 34Q: 3 clusters Score -1033607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1033610.562500 Penalty: 4463.382324
	Iteration 35Q: 3 clusters Score -1033611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1033614.812500 Penalty: 4463.382324
	Iteration 36Q: 3 clusters Score -1033615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1033619.250000 Penalty: 4463.382324
	Iteration 37Q: 3 clusters Score -1033619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1033624.625000 Penalty: 4463.382324
	Iteration 38Q: 3 clusters Score -1033625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1033627.687500 Penalty: 4463.382324
	Iteration 39Q: 3 clusters Score -1033628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1033627.687500 Penalty: 4463.382324
	Iteration 40F: 3 clusters Score -1033628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277971 members 
Entering Unmasked Estep 
Score: -35363196.000000 Penalty: 3108.747314
	Iteration 0F: 2 clusters Score -3.53632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -35192192.000000 Penalty: 6217.494629
	Iteration 0F: 3 clusters Score -3.519219e+07 nChanged 134634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -35271956.000000 Penalty: 6217.494629
	Iteration 1F: 3 clusters Score -3.527196e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 130004 members 
Entering Unmasked Estep 
Score: -35273500.000000 Penalty: 6217.494629
	Iteration 2Q: 3 clusters Score -3.52735e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -35275768.000000 Penalty: 6217.494629
	Iteration 3Q: 3 clusters Score -3.527577e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -35279348.000000 Penalty: 6217.494629
	Iteration 4Q: 3 clusters Score -3.527935e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -35285588.000000 Penalty: 6217.494629
	Iteration 5Q: 3 clusters Score -3.528559e+07 nChanged 15847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185122 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -35294960.000000 Penalty: 6217.494629
	Iteration 6F: 3 clusters Score -3.529496e+07 nChanged 18812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203182 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -35308480.000000 Penalty: 6217.494629
	Iteration 7F: 3 clusters Score -3.530848e+07 nChanged 19812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222478 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -35323316.000000 Penalty: 6217.494629
	Iteration 8F: 3 clusters Score -3.532332e+07 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239173 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -35336312.000000 Penalty: 6217.494629
	Iteration 9F: 3 clusters Score -3.533631e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251600 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -35345276.000000 Penalty: 6217.494629
	Iteration 10Q: 3 clusters Score -3.534528e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260344 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -35350820.000000 Penalty: 6217.494629
	Iteration 11Q: 3 clusters Score -3.535082e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266400 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -35354368.000000 Penalty: 6217.494629
	Iteration 12Q: 3 clusters Score -3.535437e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270402 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -35356628.000000 Penalty: 6217.494629
	Iteration 13Q: 3 clusters Score -3.535663e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273041 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -35358092.000000 Penalty: 6217.494629
	Iteration 14Q: 3 clusters Score -3.535809e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274691 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -35358956.000000 Penalty: 6217.494629
	Iteration 15Q: 3 clusters Score -3.535896e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275705 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -35359452.000000 Penalty: 6217.494629
	Iteration 16Q: 3 clusters Score -3.535945e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276302 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -35359736.000000 Penalty: 6217.494629
	Iteration 17Q: 3 clusters Score -3.535974e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276654 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -35359912.000000 Penalty: 6217.494629
	Iteration 18Q: 3 clusters Score -3.535991e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276877 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -35360068.000000 Penalty: 6217.494629
	Iteration 19Q: 3 clusters Score -3.536007e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277029 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -35360232.000000 Penalty: 6217.494629
	Iteration 20F: 3 clusters Score -3.536023e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277145 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -35360360.000000 Penalty: 6217.494629
	Iteration 21Q: 3 clusters Score -3.536036e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277229 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -35360440.000000 Penalty: 6217.494629
	Iteration 22Q: 3 clusters Score -3.536044e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277276 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35360468.000000 Penalty: 6217.494629
	Iteration 23Q: 3 clusters Score -3.536047e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277305 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -35360456.000000 Penalty: 6217.494629
	Iteration 24Q: 3 clusters Score -3.536046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35360484.000000 Penalty: 6217.494629
	Iteration 25Q: 3 clusters Score -3.536048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277329 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -35360504.000000 Penalty: 6217.494629
	Iteration 26Q: 3 clusters Score -3.53605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -35360508.000000 Penalty: 6217.494629
	Iteration 27Q: 3 clusters Score -3.536051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277348 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35360556.000000 Penalty: 6217.494629
	Iteration 28Q: 3 clusters Score -3.536056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277369 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35360544.000000 Penalty: 6217.494629
	Iteration 29Q: 3 clusters Score -3.536054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277388 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -35360568.000000 Penalty: 6217.494629
	Iteration 30Q: 3 clusters Score -3.536057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35360580.000000 Penalty: 6217.494629
	Iteration 31Q: 3 clusters Score -3.536058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277409 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35360588.000000 Penalty: 6217.494629
	Iteration 32Q: 3 clusters Score -3.536059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277415 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35360576.000000 Penalty: 6217.494629
	Iteration 33Q: 3 clusters Score -3.536058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35360576.000000 Penalty: 6217.494629
	Iteration 34Q: 3 clusters Score -3.536058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35360576.000000 Penalty: 6217.494629
	Iteration 35Q: 3 clusters Score -3.536058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35360576.000000 Penalty: 6217.494629
	Iteration 36F: 3 clusters Score -3.536058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236409 members 
Entering Unmasked Estep 
Score: -30222550.000000 Penalty: 3068.583008
	Iteration 0F: 2 clusters Score -3.022255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118136 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -30123224.000000 Penalty: 6137.166016
	Iteration 0F: 3 clusters Score -3.012322e+07 nChanged 114136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -30190400.000000 Penalty: 6137.166016
	Iteration 1F: 3 clusters Score -3.01904e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -30191418.000000 Penalty: 6137.166016
	Iteration 2Q: 3 clusters Score -3.019142e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -30192252.000000 Penalty: 6137.166016
	Iteration 3Q: 3 clusters Score -3.019225e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -30193238.000000 Penalty: 6137.166016
	Iteration 4Q: 3 clusters Score -3.019324e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -30194872.000000 Penalty: 6137.166016
	Iteration 5Q: 3 clusters Score -3.019487e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -30196802.000000 Penalty: 6137.166016
	Iteration 6Q: 3 clusters Score -3.01968e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -30199556.000000 Penalty: 6137.166016
	Iteration 7Q: 3 clusters Score -3.019956e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -30203760.000000 Penalty: 6137.166016
	Iteration 8Q: 3 clusters Score -3.020376e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -30209628.000000 Penalty: 6137.166016
	Iteration 9Q: 3 clusters Score -3.020963e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -30218470.000000 Penalty: 6137.166016
	Iteration 10F: 3 clusters Score -3.021847e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -30227770.000000 Penalty: 6137.166016
	Iteration 11F: 3 clusters Score -3.022777e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -30233784.000000 Penalty: 6137.166016
	Iteration 12F: 3 clusters Score -3.023378e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -30236136.000000 Penalty: 6137.166016
	Iteration 13Q: 3 clusters Score -3.023614e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
Score: -30236798.000000 Penalty: 6137.166016
	Iteration 14Q: 3 clusters Score -3.02368e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -30237048.000000 Penalty: 6137.166016
	Iteration 15Q: 3 clusters Score -3.023705e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121119 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -30237242.000000 Penalty: 6137.166016
	Iteration 16Q: 3 clusters Score -3.023724e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
Score: -30237326.000000 Penalty: 6137.166016
	Iteration 17Q: 3 clusters Score -3.023733e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -30237578.000000 Penalty: 6137.166016
	Iteration 18Q: 3 clusters Score -3.023758e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -30237714.000000 Penalty: 6137.166016
	Iteration 19Q: 3 clusters Score -3.023771e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -30237882.000000 Penalty: 6137.166016
	Iteration 20F: 3 clusters Score -3.023788e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -30238138.000000 Penalty: 6137.166016
	Iteration 21Q: 3 clusters Score -3.023814e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -30238362.000000 Penalty: 6137.166016
	Iteration 22Q: 3 clusters Score -3.023836e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -30238560.000000 Penalty: 6137.166016
	Iteration 23Q: 3 clusters Score -3.023856e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -30238758.000000 Penalty: 6137.166016
	Iteration 24Q: 3 clusters Score -3.023876e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -30239108.000000 Penalty: 6137.166016
	Iteration 25Q: 3 clusters Score -3.023911e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125991 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -30239418.000000 Penalty: 6137.166016
	Iteration 26Q: 3 clusters Score -3.023942e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -30239592.000000 Penalty: 6137.166016
	Iteration 27Q: 3 clusters Score -3.023959e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -30239796.000000 Penalty: 6137.166016
	Iteration 28Q: 3 clusters Score -3.02398e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 108598 members 
Entering Unmasked Estep 
Score: -30240016.000000 Penalty: 6137.166016
	Iteration 29Q: 3 clusters Score -3.024002e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128398 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -30240054.000000 Penalty: 6137.166016
	Iteration 30Q: 3 clusters Score -3.024005e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128985 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -30240164.000000 Penalty: 6137.166016
	Iteration 31Q: 3 clusters Score -3.024016e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129509 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -30240440.000000 Penalty: 6137.166016
	Iteration 32Q: 3 clusters Score -3.024044e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130019 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -30240642.000000 Penalty: 6137.166016
	Iteration 33Q: 3 clusters Score -3.024064e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -30240786.000000 Penalty: 6137.166016
	Iteration 34Q: 3 clusters Score -3.024079e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -30240880.000000 Penalty: 6137.166016
	Iteration 35Q: 3 clusters Score -3.024088e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -30240988.000000 Penalty: 6137.166016
	Iteration 36Q: 3 clusters Score -3.024099e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -30241064.000000 Penalty: 6137.166016
	Iteration 37Q: 3 clusters Score -3.024106e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132567 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -30241226.000000 Penalty: 6137.166016
	Iteration 38Q: 3 clusters Score -3.024123e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -30241388.000000 Penalty: 6137.166016
	Iteration 39Q: 3 clusters Score -3.024139e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -30241616.000000 Penalty: 6137.166016
	Iteration 40F: 3 clusters Score -3.024162e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -30241698.000000 Penalty: 6137.166016
	Iteration 41Q: 3 clusters Score -3.02417e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133507 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -30242030.000000 Penalty: 6137.166016
	Iteration 42Q: 3 clusters Score -3.024203e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 102770 members 
Entering Unmasked Estep 
Score: -30242282.000000 Penalty: 6137.166016
	Iteration 43Q: 3 clusters Score -3.024228e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -30242564.000000 Penalty: 6137.166016
	Iteration 44Q: 3 clusters Score -3.024256e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -30242784.000000 Penalty: 6137.166016
	Iteration 45Q: 3 clusters Score -3.024278e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -30242888.000000 Penalty: 6137.166016
	Iteration 46Q: 3 clusters Score -3.024289e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133864 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -30243142.000000 Penalty: 6137.166016
	Iteration 47Q: 3 clusters Score -3.024314e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133786 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -30243302.000000 Penalty: 6137.166016
	Iteration 48Q: 3 clusters Score -3.02433e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133711 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -30243520.000000 Penalty: 6137.166016
	Iteration 49Q: 3 clusters Score -3.024352e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133655 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -30243832.000000 Penalty: 6137.166016
	Iteration 50Q: 3 clusters Score -3.024383e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133594 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -30243968.000000 Penalty: 6137.166016
	Iteration 51Q: 3 clusters Score -3.024397e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133487 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -30243982.000000 Penalty: 6137.166016
	Iteration 52Q: 3 clusters Score -3.024398e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133441 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -30244088.000000 Penalty: 6137.166016
	Iteration 53Q: 3 clusters Score -3.024409e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133390 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -30244242.000000 Penalty: 6137.166016
	Iteration 54Q: 3 clusters Score -3.024424e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -30244542.000000 Penalty: 6137.166016
	Iteration 55Q: 3 clusters Score -3.024454e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133248 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -30244708.000000 Penalty: 6137.166016
	Iteration 56Q: 3 clusters Score -3.024471e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -30244708.000000 Penalty: 6137.166016
	Iteration 57Q: 3 clusters Score -3.024471e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 103341 members 
Entering Unmasked Estep 
Score: -30244740.000000 Penalty: 6137.166016
	Iteration 58Q: 3 clusters Score -3.024474e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132927 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -30244866.000000 Penalty: 6137.166016
	Iteration 59Q: 3 clusters Score -3.024487e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -30245010.000000 Penalty: 6137.166016
	Iteration 60F: 3 clusters Score -3.024501e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -30245048.000000 Penalty: 6137.166016
	Iteration 61Q: 3 clusters Score -3.024505e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -30245142.000000 Penalty: 6137.166016
	Iteration 62Q: 3 clusters Score -3.024514e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -30245284.000000 Penalty: 6137.166016
	Iteration 63Q: 3 clusters Score -3.024528e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131818 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -30245430.000000 Penalty: 6137.166016
	Iteration 64Q: 3 clusters Score -3.024543e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131586 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -30245582.000000 Penalty: 6137.166016
	Iteration 65Q: 3 clusters Score -3.024558e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131346 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -30245654.000000 Penalty: 6137.166016
	Iteration 66Q: 3 clusters Score -3.024565e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -30245808.000000 Penalty: 6137.166016
	Iteration 67Q: 3 clusters Score -3.024581e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -30245876.000000 Penalty: 6137.166016
	Iteration 68Q: 3 clusters Score -3.024588e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130743 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -30245926.000000 Penalty: 6137.166016
	Iteration 69Q: 3 clusters Score -3.024593e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -30245978.000000 Penalty: 6137.166016
	Iteration 70Q: 3 clusters Score -3.024598e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130414 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -30245982.000000 Penalty: 6137.166016
	Iteration 71Q: 3 clusters Score -3.024598e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -30246044.000000 Penalty: 6137.166016
	Iteration 72Q: 3 clusters Score -3.024604e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -30246142.000000 Penalty: 6137.166016
	Iteration 73Q: 3 clusters Score -3.024614e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129998 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -30246202.000000 Penalty: 6137.166016
	Iteration 74Q: 3 clusters Score -3.02462e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129860 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -30246292.000000 Penalty: 6137.166016
	Iteration 75Q: 3 clusters Score -3.024629e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129698 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -30246346.000000 Penalty: 6137.166016
	Iteration 76Q: 3 clusters Score -3.024635e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -30246398.000000 Penalty: 6137.166016
	Iteration 77Q: 3 clusters Score -3.02464e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -30246446.000000 Penalty: 6137.166016
	Iteration 78Q: 3 clusters Score -3.024645e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -30246538.000000 Penalty: 6137.166016
	Iteration 79Q: 3 clusters Score -3.024654e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 107371 members 
Entering Unmasked Estep 
Score: -30246500.000000 Penalty: 6137.166016
	Iteration 80F: 3 clusters Score -3.02465e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128889 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -30246522.000000 Penalty: 6137.166016
	Iteration 81Q: 3 clusters Score -3.024652e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -30246566.000000 Penalty: 6137.166016
	Iteration 82Q: 3 clusters Score -3.024657e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -30246642.000000 Penalty: 6137.166016
	Iteration 83Q: 3 clusters Score -3.024664e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128495 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -30246694.000000 Penalty: 6137.166016
	Iteration 84Q: 3 clusters Score -3.024669e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -30246766.000000 Penalty: 6137.166016
	Iteration 85Q: 3 clusters Score -3.024677e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -30246758.000000 Penalty: 6137.166016
	Iteration 86Q: 3 clusters Score -3.024676e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -30246848.000000 Penalty: 6137.166016
	Iteration 87Q: 3 clusters Score -3.024685e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -30246888.000000 Penalty: 6137.166016
	Iteration 88Q: 3 clusters Score -3.024689e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -30246900.000000 Penalty: 6137.166016
	Iteration 89Q: 3 clusters Score -3.02469e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -30246860.000000 Penalty: 6137.166016
	Iteration 90Q: 3 clusters Score -3.024686e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -30246896.000000 Penalty: 6137.166016
	Iteration 91Q: 3 clusters Score -3.02469e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -30246924.000000 Penalty: 6137.166016
	Iteration 92Q: 3 clusters Score -3.024692e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -30246968.000000 Penalty: 6137.166016
	Iteration 93Q: 3 clusters Score -3.024697e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -30246982.000000 Penalty: 6137.166016
	Iteration 94Q: 3 clusters Score -3.024698e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127383 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -30246914.000000 Penalty: 6137.166016
	Iteration 95Q: 3 clusters Score -3.024691e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -30246960.000000 Penalty: 6137.166016
	Iteration 96Q: 3 clusters Score -3.024696e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -30246954.000000 Penalty: 6137.166016
	Iteration 97Q: 3 clusters Score -3.024695e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -30247034.000000 Penalty: 6137.166016
	Iteration 98Q: 3 clusters Score -3.024703e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127053 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -30247030.000000 Penalty: 6137.166016
	Iteration 99Q: 3 clusters Score -3.024703e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -30247062.000000 Penalty: 6137.166016
	Iteration 100F: 3 clusters Score -3.024706e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -30247070.000000 Penalty: 6137.166016
	Iteration 101Q: 3 clusters Score -3.024707e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -30247108.000000 Penalty: 6137.166016
	Iteration 102Q: 3 clusters Score -3.024711e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126825 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -30247090.000000 Penalty: 6137.166016
	Iteration 103Q: 3 clusters Score -3.024709e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 109589 members 
Entering Unmasked Estep 
Score: -30247072.000000 Penalty: 6137.166016
	Iteration 104Q: 3 clusters Score -3.024707e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -30247150.000000 Penalty: 6137.166016
	Iteration 105Q: 3 clusters Score -3.024715e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126771 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -30247180.000000 Penalty: 6137.166016
	Iteration 106Q: 3 clusters Score -3.024718e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -30247198.000000 Penalty: 6137.166016
	Iteration 107Q: 3 clusters Score -3.02472e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -30247206.000000 Penalty: 6137.166016
	Iteration 108Q: 3 clusters Score -3.024721e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -30247232.000000 Penalty: 6137.166016
	Iteration 109Q: 3 clusters Score -3.024723e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -30247240.000000 Penalty: 6137.166016
	Iteration 110Q: 3 clusters Score -3.024724e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -30247264.000000 Penalty: 6137.166016
	Iteration 111Q: 3 clusters Score -3.024726e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -30247284.000000 Penalty: 6137.166016
	Iteration 112Q: 3 clusters Score -3.024728e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -30247316.000000 Penalty: 6137.166016
	Iteration 113Q: 3 clusters Score -3.024732e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -30247310.000000 Penalty: 6137.166016
	Iteration 114Q: 3 clusters Score -3.024731e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -30247354.000000 Penalty: 6137.166016
	Iteration 115Q: 3 clusters Score -3.024735e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -30247354.000000 Penalty: 6137.166016
	Iteration 116Q: 3 clusters Score -3.024735e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -30247378.000000 Penalty: 6137.166016
	Iteration 117Q: 3 clusters Score -3.024738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -30247370.000000 Penalty: 6137.166016
	Iteration 118Q: 3 clusters Score -3.024737e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -30247418.000000 Penalty: 6137.166016
	Iteration 119Q: 3 clusters Score -3.024742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -30247440.000000 Penalty: 6137.166016
	Iteration 120F: 3 clusters Score -3.024744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -30247424.000000 Penalty: 6137.166016
	Iteration 121Q: 3 clusters Score -3.024742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -30247408.000000 Penalty: 6137.166016
	Iteration 122Q: 3 clusters Score -3.024741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -30247406.000000 Penalty: 6137.166016
	Iteration 123Q: 3 clusters Score -3.024741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -30247392.000000 Penalty: 6137.166016
	Iteration 124Q: 3 clusters Score -3.024739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -30247400.000000 Penalty: 6137.166016
	Iteration 125Q: 3 clusters Score -3.02474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126866 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -30247394.000000 Penalty: 6137.166016
	Iteration 126Q: 3 clusters Score -3.024739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -30247378.000000 Penalty: 6137.166016
	Iteration 127Q: 3 clusters Score -3.024738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -30247364.000000 Penalty: 6137.166016
	Iteration 128Q: 3 clusters Score -3.024736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -30247374.000000 Penalty: 6137.166016
	Iteration 129Q: 3 clusters Score -3.024737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126920 members 
Mstep: Class 2 contains 109489 members 
Entering Unmasked Estep 
Score: -30247346.000000 Penalty: 6137.166016
	Iteration 130Q: 3 clusters Score -3.024735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -30247356.000000 Penalty: 6137.166016
	Iteration 131Q: 3 clusters Score -3.024736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126939 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -30247372.000000 Penalty: 6137.166016
	Iteration 132Q: 3 clusters Score -3.024737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 109460 members 
Entering Unmasked Estep 
Score: -30247374.000000 Penalty: 6137.166016
	Iteration 133Q: 3 clusters Score -3.024737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -30247372.000000 Penalty: 6137.166016
	Iteration 134Q: 3 clusters Score -3.024737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 109426 members 
Entering Unmasked Estep 
Score: -30247374.000000 Penalty: 6137.166016
	Iteration 135Q: 3 clusters Score -3.024737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127004 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -30247338.000000 Penalty: 6137.166016
	Iteration 136Q: 3 clusters Score -3.024734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -30247356.000000 Penalty: 6137.166016
	Iteration 137Q: 3 clusters Score -3.024736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -30247372.000000 Penalty: 6137.166016
	Iteration 138Q: 3 clusters Score -3.024737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -30247360.000000 Penalty: 6137.166016
	Iteration 139Q: 3 clusters Score -3.024736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -30247376.000000 Penalty: 6137.166016
	Iteration 140F: 3 clusters Score -3.024738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -30247356.000000 Penalty: 6137.166016
	Iteration 141Q: 3 clusters Score -3.024736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 109294 members 
Entering Unmasked Estep 
Score: -30247330.000000 Penalty: 6137.166016
	Iteration 142Q: 3 clusters Score -3.024733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 109278 members 
Entering Unmasked Estep 
Score: -30247378.000000 Penalty: 6137.166016
	Iteration 143Q: 3 clusters Score -3.024738e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -30247438.000000 Penalty: 6137.166016
	Iteration 144Q: 3 clusters Score -3.024744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -30247448.000000 Penalty: 6137.166016
	Iteration 145Q: 3 clusters Score -3.024745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -30247452.000000 Penalty: 6137.166016
	Iteration 146Q: 3 clusters Score -3.024745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127222 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -30247426.000000 Penalty: 6137.166016
	Iteration 147Q: 3 clusters Score -3.024743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -30247432.000000 Penalty: 6137.166016
	Iteration 148Q: 3 clusters Score -3.024743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127258 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -30247448.000000 Penalty: 6137.166016
	Iteration 149Q: 3 clusters Score -3.024745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -30247440.000000 Penalty: 6137.166016
	Iteration 150Q: 3 clusters Score -3.024744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127290 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -30247436.000000 Penalty: 6137.166016
	Iteration 151Q: 3 clusters Score -3.024744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -30247452.000000 Penalty: 6137.166016
	Iteration 152Q: 3 clusters Score -3.024745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -30247474.000000 Penalty: 6137.166016
	Iteration 153Q: 3 clusters Score -3.024747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -30247464.000000 Penalty: 6137.166016
	Iteration 154Q: 3 clusters Score -3.024746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -30247472.000000 Penalty: 6137.166016
	Iteration 155Q: 3 clusters Score -3.024747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -30247482.000000 Penalty: 6137.166016
	Iteration 156Q: 3 clusters Score -3.024748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -30247468.000000 Penalty: 6137.166016
	Iteration 157Q: 3 clusters Score -3.024747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -30247468.000000 Penalty: 6137.166016
	Iteration 158Q: 3 clusters Score -3.024747e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -30247438.000000 Penalty: 6137.166016
	Iteration 159Q: 3 clusters Score -3.024744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -30247462.000000 Penalty: 6137.166016
	Iteration 160F: 3 clusters Score -3.024746e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -30247444.000000 Penalty: 6137.166016
	Iteration 161Q: 3 clusters Score -3.024744e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -30247468.000000 Penalty: 6137.166016
	Iteration 162Q: 3 clusters Score -3.024747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -30247488.000000 Penalty: 6137.166016
	Iteration 163Q: 3 clusters Score -3.024749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -30247466.000000 Penalty: 6137.166016
	Iteration 164Q: 3 clusters Score -3.024747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -30247468.000000 Penalty: 6137.166016
	Iteration 165Q: 3 clusters Score -3.024747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -30247468.000000 Penalty: 6137.166016
	Iteration 166Q: 3 clusters Score -3.024747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -30247442.000000 Penalty: 6137.166016
	Iteration 167Q: 3 clusters Score -3.024744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -30247430.000000 Penalty: 6137.166016
	Iteration 168Q: 3 clusters Score -3.024743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -30247398.000000 Penalty: 6137.166016
	Iteration 169Q: 3 clusters Score -3.02474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -30247416.000000 Penalty: 6137.166016
	Iteration 170Q: 3 clusters Score -3.024742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -30247446.000000 Penalty: 6137.166016
	Iteration 171Q: 3 clusters Score -3.024745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -30247440.000000 Penalty: 6137.166016
	Iteration 172Q: 3 clusters Score -3.024744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -30247414.000000 Penalty: 6137.166016
	Iteration 173Q: 3 clusters Score -3.024741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -30247390.000000 Penalty: 6137.166016
	Iteration 174Q: 3 clusters Score -3.024739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 108474 members 
Entering Unmasked Estep 
Score: -30247392.000000 Penalty: 6137.166016
	Iteration 175Q: 3 clusters Score -3.024739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -30247408.000000 Penalty: 6137.166016
	Iteration 176Q: 3 clusters Score -3.024741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -30247400.000000 Penalty: 6137.166016
	Iteration 177Q: 3 clusters Score -3.02474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -30247398.000000 Penalty: 6137.166016
	Iteration 178Q: 3 clusters Score -3.02474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -30247388.000000 Penalty: 6137.166016
	Iteration 179Q: 3 clusters Score -3.024739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -30247374.000000 Penalty: 6137.166016
	Iteration 180F: 3 clusters Score -3.024737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -30247390.000000 Penalty: 6137.166016
	Iteration 181Q: 3 clusters Score -3.024739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -30247380.000000 Penalty: 6137.166016
	Iteration 182Q: 3 clusters Score -3.024738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -30247390.000000 Penalty: 6137.166016
	Iteration 183Q: 3 clusters Score -3.024739e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -30247388.000000 Penalty: 6137.166016
	Iteration 184Q: 3 clusters Score -3.024739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128213 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -30247358.000000 Penalty: 6137.166016
	Iteration 185Q: 3 clusters Score -3.024736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -30247342.000000 Penalty: 6137.166016
	Iteration 186Q: 3 clusters Score -3.024734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 108135 members 
Entering Unmasked Estep 
Score: -30247330.000000 Penalty: 6137.166016
	Iteration 187Q: 3 clusters Score -3.024733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -30247316.000000 Penalty: 6137.166016
	Iteration 188Q: 3 clusters Score -3.024732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -30247332.000000 Penalty: 6137.166016
	Iteration 189Q: 3 clusters Score -3.024733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -30247334.000000 Penalty: 6137.166016
	Iteration 190Q: 3 clusters Score -3.024733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -30247334.000000 Penalty: 6137.166016
	Iteration 191Q: 3 clusters Score -3.024733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128398 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -30247370.000000 Penalty: 6137.166016
	Iteration 192Q: 3 clusters Score -3.024737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -30247348.000000 Penalty: 6137.166016
	Iteration 193Q: 3 clusters Score -3.024735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -30247350.000000 Penalty: 6137.166016
	Iteration 194Q: 3 clusters Score -3.024735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -30247356.000000 Penalty: 6137.166016
	Iteration 195Q: 3 clusters Score -3.024736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 107940 members 
Entering Unmasked Estep 
Score: -30247362.000000 Penalty: 6137.166016
	Iteration 196Q: 3 clusters Score -3.024736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -30247358.000000 Penalty: 6137.166016
	Iteration 197Q: 3 clusters Score -3.024736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -30247384.000000 Penalty: 6137.166016
	Iteration 198Q: 3 clusters Score -3.024738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -30247396.000000 Penalty: 6137.166016
	Iteration 199Q: 3 clusters Score -3.02474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 107865 members 
Entering Unmasked Estep 
Score: -30247386.000000 Penalty: 6137.166016
	Iteration 200F: 3 clusters Score -3.024739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -30247388.000000 Penalty: 6137.166016
	Iteration 201Q: 3 clusters Score -3.024739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128587 members 
Mstep: Class 2 contains 107822 members 
Entering Unmasked Estep 
Score: -30247390.000000 Penalty: 6137.166016
	Iteration 202Q: 3 clusters Score -3.024739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -30247404.000000 Penalty: 6137.166016
	Iteration 203Q: 3 clusters Score -3.02474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -30247434.000000 Penalty: 6137.166016
	Iteration 204Q: 3 clusters Score -3.024743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -30247430.000000 Penalty: 6137.166016
	Iteration 205Q: 3 clusters Score -3.024743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128653 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -30247430.000000 Penalty: 6137.166016
	Iteration 206Q: 3 clusters Score -3.024743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128669 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -30247406.000000 Penalty: 6137.166016
	Iteration 207Q: 3 clusters Score -3.024741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -30247430.000000 Penalty: 6137.166016
	Iteration 208Q: 3 clusters Score -3.024743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -30247420.000000 Penalty: 6137.166016
	Iteration 209Q: 3 clusters Score -3.024742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -30247398.000000 Penalty: 6137.166016
	Iteration 210Q: 3 clusters Score -3.02474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128761 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -30247422.000000 Penalty: 6137.166016
	Iteration 211Q: 3 clusters Score -3.024742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -30247400.000000 Penalty: 6137.166016
	Iteration 212Q: 3 clusters Score -3.02474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -30247394.000000 Penalty: 6137.166016
	Iteration 213Q: 3 clusters Score -3.024739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -30247412.000000 Penalty: 6137.166016
	Iteration 214Q: 3 clusters Score -3.024741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -30247396.000000 Penalty: 6137.166016
	Iteration 215Q: 3 clusters Score -3.02474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -30247388.000000 Penalty: 6137.166016
	Iteration 216Q: 3 clusters Score -3.024739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128861 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -30247388.000000 Penalty: 6137.166016
	Iteration 217Q: 3 clusters Score -3.024739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -30247386.000000 Penalty: 6137.166016
	Iteration 218Q: 3 clusters Score -3.024739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -30247328.000000 Penalty: 6137.166016
	Iteration 219Q: 3 clusters Score -3.024733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -30247320.000000 Penalty: 6137.166016
	Iteration 220F: 3 clusters Score -3.024732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -30247330.000000 Penalty: 6137.166016
	Iteration 221Q: 3 clusters Score -3.024733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -30247324.000000 Penalty: 6137.166016
	Iteration 222Q: 3 clusters Score -3.024732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -30247320.000000 Penalty: 6137.166016
	Iteration 223Q: 3 clusters Score -3.024732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -30247344.000000 Penalty: 6137.166016
	Iteration 224Q: 3 clusters Score -3.024734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -30247340.000000 Penalty: 6137.166016
	Iteration 225Q: 3 clusters Score -3.024734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -30247344.000000 Penalty: 6137.166016
	Iteration 226Q: 3 clusters Score -3.024734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -30247348.000000 Penalty: 6137.166016
	Iteration 227Q: 3 clusters Score -3.024735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -30247338.000000 Penalty: 6137.166016
	Iteration 228Q: 3 clusters Score -3.024734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -30247348.000000 Penalty: 6137.166016
	Iteration 229Q: 3 clusters Score -3.024735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -30247372.000000 Penalty: 6137.166016
	Iteration 230Q: 3 clusters Score -3.024737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -30247338.000000 Penalty: 6137.166016
	Iteration 231Q: 3 clusters Score -3.024734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -30247312.000000 Penalty: 6137.166016
	Iteration 232Q: 3 clusters Score -3.024731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129046 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -30247306.000000 Penalty: 6137.166016
	Iteration 233Q: 3 clusters Score -3.024731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -30247282.000000 Penalty: 6137.166016
	Iteration 234Q: 3 clusters Score -3.024728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -30247266.000000 Penalty: 6137.166016
	Iteration 235Q: 3 clusters Score -3.024727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -30247260.000000 Penalty: 6137.166016
	Iteration 236Q: 3 clusters Score -3.024726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -30247308.000000 Penalty: 6137.166016
	Iteration 237Q: 3 clusters Score -3.024731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -30247314.000000 Penalty: 6137.166016
	Iteration 238Q: 3 clusters Score -3.024731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129206 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -30247314.000000 Penalty: 6137.166016
	Iteration 239Q: 3 clusters Score -3.024731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -30247304.000000 Penalty: 6137.166016
	Iteration 240F: 3 clusters Score -3.02473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129275 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -30247268.000000 Penalty: 6137.166016
	Iteration 241Q: 3 clusters Score -3.024727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -30247276.000000 Penalty: 6137.166016
	Iteration 242Q: 3 clusters Score -3.024728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129377 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -30247290.000000 Penalty: 6137.166016
	Iteration 243Q: 3 clusters Score -3.024729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -30247294.000000 Penalty: 6137.166016
	Iteration 244Q: 3 clusters Score -3.024729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -30247302.000000 Penalty: 6137.166016
	Iteration 245Q: 3 clusters Score -3.02473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -30247304.000000 Penalty: 6137.166016
	Iteration 246Q: 3 clusters Score -3.02473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -30247284.000000 Penalty: 6137.166016
	Iteration 247Q: 3 clusters Score -3.024728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -30247300.000000 Penalty: 6137.166016
	Iteration 248Q: 3 clusters Score -3.02473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -30247294.000000 Penalty: 6137.166016
	Iteration 249Q: 3 clusters Score -3.024729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 106743 members 
Entering Unmasked Estep 
Score: -30247282.000000 Penalty: 6137.166016
	Iteration 250Q: 3 clusters Score -3.024728e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -30247300.000000 Penalty: 6137.166016
	Iteration 251Q: 3 clusters Score -3.02473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129753 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -30247312.000000 Penalty: 6137.166016
	Iteration 252Q: 3 clusters Score -3.024731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -30247300.000000 Penalty: 6137.166016
	Iteration 253Q: 3 clusters Score -3.02473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -30247298.000000 Penalty: 6137.166016
	Iteration 254Q: 3 clusters Score -3.02473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -30247318.000000 Penalty: 6137.166016
	Iteration 255Q: 3 clusters Score -3.024732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -30247344.000000 Penalty: 6137.166016
	Iteration 256Q: 3 clusters Score -3.024734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -30247316.000000 Penalty: 6137.166016
	Iteration 257Q: 3 clusters Score -3.024732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -30247356.000000 Penalty: 6137.166016
	Iteration 258Q: 3 clusters Score -3.024736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -30247312.000000 Penalty: 6137.166016
	Iteration 259Q: 3 clusters Score -3.024731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -30247328.000000 Penalty: 6137.166016
	Iteration 260F: 3 clusters Score -3.024733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130014 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -30247334.000000 Penalty: 6137.166016
	Iteration 261Q: 3 clusters Score -3.024733e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -30247336.000000 Penalty: 6137.166016
	Iteration 262Q: 3 clusters Score -3.024734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130098 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -30247328.000000 Penalty: 6137.166016
	Iteration 263Q: 3 clusters Score -3.024733e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -30247288.000000 Penalty: 6137.166016
	Iteration 264Q: 3 clusters Score -3.024729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130211 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -30247242.000000 Penalty: 6137.166016
	Iteration 265Q: 3 clusters Score -3.024724e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -30247244.000000 Penalty: 6137.166016
	Iteration 266Q: 3 clusters Score -3.024724e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -30247230.000000 Penalty: 6137.166016
	Iteration 267Q: 3 clusters Score -3.024723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130379 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -30247204.000000 Penalty: 6137.166016
	Iteration 268Q: 3 clusters Score -3.02472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -30247160.000000 Penalty: 6137.166016
	Iteration 269Q: 3 clusters Score -3.024716e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -30247166.000000 Penalty: 6137.166016
	Iteration 270Q: 3 clusters Score -3.024717e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130564 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -30247150.000000 Penalty: 6137.166016
	Iteration 271Q: 3 clusters Score -3.024715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -30247138.000000 Penalty: 6137.166016
	Iteration 272Q: 3 clusters Score -3.024714e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -30247110.000000 Penalty: 6137.166016
	Iteration 273Q: 3 clusters Score -3.024711e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130748 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -30247102.000000 Penalty: 6137.166016
	Iteration 274Q: 3 clusters Score -3.02471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -30247128.000000 Penalty: 6137.166016
	Iteration 275Q: 3 clusters Score -3.024713e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -30247090.000000 Penalty: 6137.166016
	Iteration 276Q: 3 clusters Score -3.024709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130958 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -30247068.000000 Penalty: 6137.166016
	Iteration 277Q: 3 clusters Score -3.024707e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131023 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -30247078.000000 Penalty: 6137.166016
	Iteration 278Q: 3 clusters Score -3.024708e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -30247048.000000 Penalty: 6137.166016
	Iteration 279Q: 3 clusters Score -3.024705e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -30247050.000000 Penalty: 6137.166016
	Iteration 280F: 3 clusters Score -3.024705e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131174 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -30247026.000000 Penalty: 6137.166016
	Iteration 281Q: 3 clusters Score -3.024703e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -30247024.000000 Penalty: 6137.166016
	Iteration 282Q: 3 clusters Score -3.024702e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -3.024708e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -3.024709e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -3.024704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -3.024702e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -3.024702e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -3.0247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -3.024699e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -3.024698e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131676 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -3.024696e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -3.024698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -3.024697e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -3.024698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -3.024698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -3.024694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -3.024695e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -3.024691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -3.024687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131940 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -30246882.000000 Penalty: 6137.166016
	Iteration 300F: 3 clusters Score -3.024688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -30246894.000000 Penalty: 6137.166016
	Iteration 301Q: 3 clusters Score -3.024689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -30246884.000000 Penalty: 6137.166016
	Iteration 302Q: 3 clusters Score -3.024688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -30246844.000000 Penalty: 6137.166016
	Iteration 303Q: 3 clusters Score -3.024684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -30246846.000000 Penalty: 6137.166016
	Iteration 304Q: 3 clusters Score -3.024685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -30246802.000000 Penalty: 6137.166016
	Iteration 305Q: 3 clusters Score -3.02468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -30246832.000000 Penalty: 6137.166016
	Iteration 306Q: 3 clusters Score -3.024683e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -30246842.000000 Penalty: 6137.166016
	Iteration 307Q: 3 clusters Score -3.024684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -3.024685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132005 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -30246826.000000 Penalty: 6137.166016
	Iteration 309Q: 3 clusters Score -3.024683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -3.024685e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -3.024685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -3.02468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 104364 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -3.024678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -3.024676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -3.024677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -3.024676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -3.024677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132084 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -30246772.000000 Penalty: 6137.166016
	Iteration 318Q: 3 clusters Score -3.024677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132089 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -30246804.000000 Penalty: 6137.166016
	Iteration 319Q: 3 clusters Score -3.02468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132094 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -30246796.000000 Penalty: 6137.166016
	Iteration 320F: 3 clusters Score -3.02468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132098 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
Score: -30246808.000000 Penalty: 6137.166016
	Iteration 321Q: 3 clusters Score -3.024681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132100 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -3.02468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132101 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -3.024679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -3.02468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -3.02468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -3.02468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -30246778.000000 Penalty: 6137.166016
	Iteration 327Q: 3 clusters Score -3.024678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -3.024679e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -3.02468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -3.024679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132105 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -30246812.000000 Penalty: 6137.166016
	Iteration 331Q: 3 clusters Score -3.024681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132098 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -3.02468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -30246816.000000 Penalty: 6137.166016
	Iteration 333Q: 3 clusters Score -3.024682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -3.02468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -3.024679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132080 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -3.024678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132071 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -3.02468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -3.02468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -3.024678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -3.024676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -3.024674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132049 members 
Mstep: Class 2 contains 104360 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -3.024674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -3.024675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -30246748.000000 Penalty: 6137.166016
	Iteration 344Q: 3 clusters Score -3.024675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -3.024675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -30246740.000000 Penalty: 6137.166016
	Iteration 346Q: 3 clusters Score -3.024674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -3.024674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -3.024674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -30246738.000000 Penalty: 6137.166016
	Iteration 349Q: 3 clusters Score -3.024674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -30246740.000000 Penalty: 6137.166016
	Iteration 350Q: 3 clusters Score -3.024674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -3.024674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132013 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -30246718.000000 Penalty: 6137.166016
	Iteration 352Q: 3 clusters Score -3.024672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -30246712.000000 Penalty: 6137.166016
	Iteration 353Q: 3 clusters Score -3.024671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -30246716.000000 Penalty: 6137.166016
	Iteration 354Q: 3 clusters Score -3.024672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -30246724.000000 Penalty: 6137.166016
	Iteration 355Q: 3 clusters Score -3.024672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -30246724.000000 Penalty: 6137.166016
	Iteration 356F: 3 clusters Score -3.024672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132181 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17337 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277971 members 
Mstep: Class 10 contains 132006 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6021 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25301 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42583 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 104403 members 
Entering Unmasked Estep 
Score: -116091200.000000 Penalty: 85169.835938
Splitting cluster 10 changes total score from -116067160.000000 to -116091200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (50529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Entering Unmasked Estep 
Score: -6309434.500000 Penalty: 2685.915283
	Iteration 0F: 2 clusters Score -6309434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6275470.000000 Penalty: 5371.830566
	Iteration 0F: 3 clusters Score -6275470 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -6288402.500000 Penalty: 5371.830566
	Iteration 1F: 3 clusters Score -6288402 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -6289075.500000 Penalty: 5371.830566
	Iteration 2Q: 3 clusters Score -6289076 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6289750.000000 Penalty: 5371.830566
	Iteration 3Q: 3 clusters Score -6289750 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -6290505.000000 Penalty: 5371.830566
	Iteration 4Q: 3 clusters Score -6290505 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6291262.000000 Penalty: 5371.830566
	Iteration 5Q: 3 clusters Score -6291262 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -6291996.000000 Penalty: 5371.830566
	Iteration 6Q: 3 clusters Score -6291996 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -6292635.000000 Penalty: 5371.830566
	Iteration 7Q: 3 clusters Score -6292635 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -6293218.500000 Penalty: 5371.830566
	Iteration 8Q: 3 clusters Score -6293218 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -6293796.000000 Penalty: 5371.830566
	Iteration 9Q: 3 clusters Score -6293796 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -6294323.000000 Penalty: 5371.830566
	Iteration 10Q: 3 clusters Score -6294323 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -6294799.500000 Penalty: 5371.830566
	Iteration 11Q: 3 clusters Score -6294800 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -6295351.500000 Penalty: 5371.830566
	Iteration 12Q: 3 clusters Score -6295352 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6295857.500000 Penalty: 5371.830566
	Iteration 13Q: 3 clusters Score -6295858 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6296405.500000 Penalty: 5371.830566
	Iteration 14Q: 3 clusters Score -6296406 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -6297009.500000 Penalty: 5371.830566
	Iteration 15Q: 3 clusters Score -6297010 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6297785.000000 Penalty: 5371.830566
	Iteration 16Q: 3 clusters Score -6297785 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6298661.500000 Penalty: 5371.830566
	Iteration 17Q: 3 clusters Score -6298662 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6299822.500000 Penalty: 5371.830566
	Iteration 18Q: 3 clusters Score -6299822 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6301230.500000 Penalty: 5371.830566
	Iteration 19Q: 3 clusters Score -6301230 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6302897.500000 Penalty: 5371.830566
	Iteration 20F: 3 clusters Score -6302898 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6304663.000000 Penalty: 5371.830566
	Iteration 21Q: 3 clusters Score -6304663 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6306067.000000 Penalty: 5371.830566
	Iteration 22Q: 3 clusters Score -6306067 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6306743.500000 Penalty: 5371.830566
	Iteration 23Q: 3 clusters Score -6306744 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6307073.000000 Penalty: 5371.830566
	Iteration 24Q: 3 clusters Score -6307073 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6307260.500000 Penalty: 5371.830566
	Iteration 25Q: 3 clusters Score -6307260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6307372.000000 Penalty: 5371.830566
	Iteration 26Q: 3 clusters Score -6307372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6307445.500000 Penalty: 5371.830566
	Iteration 27Q: 3 clusters Score -6307446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6307485.000000 Penalty: 5371.830566
	Iteration 28Q: 3 clusters Score -6307485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6307508.000000 Penalty: 5371.830566
	Iteration 29Q: 3 clusters Score -6307508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6307521.500000 Penalty: 5371.830566
	Iteration 30Q: 3 clusters Score -6307522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6307539.500000 Penalty: 5371.830566
	Iteration 31Q: 3 clusters Score -6307540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6307545.000000 Penalty: 5371.830566
	Iteration 32Q: 3 clusters Score -6307545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6307548.000000 Penalty: 5371.830566
	Iteration 33Q: 3 clusters Score -6307548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6307552.500000 Penalty: 5371.830566
	Iteration 34Q: 3 clusters Score -6307552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6307540.500000 Penalty: 5371.830566
	Iteration 35Q: 3 clusters Score -6307540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6307548.500000 Penalty: 5371.830566
	Iteration 36Q: 3 clusters Score -6307548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6307550.000000 Penalty: 5371.830566
	Iteration 37Q: 3 clusters Score -6307550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6307550.000000 Penalty: 5371.830566
	Iteration 38Q: 3 clusters Score -6307550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6307553.500000 Penalty: 5371.830566
	Iteration 39Q: 3 clusters Score -6307554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6307555.500000 Penalty: 5371.830566
	Iteration 40F: 3 clusters Score -6307556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6307551.000000 Penalty: 5371.830566
	Iteration 41Q: 3 clusters Score -6307551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6307553.500000 Penalty: 5371.830566
	Iteration 42Q: 3 clusters Score -6307554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6307563.500000 Penalty: 5371.830566
	Iteration 43Q: 3 clusters Score -6307564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6307563.500000 Penalty: 5371.830566
	Iteration 44Q: 3 clusters Score -6307564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6307565.500000 Penalty: 5371.830566
	Iteration 45Q: 3 clusters Score -6307566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6307564.000000 Penalty: 5371.830566
	Iteration 46Q: 3 clusters Score -6307564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6307565.000000 Penalty: 5371.830566
	Iteration 47Q: 3 clusters Score -6307565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6307565.500000 Penalty: 5371.830566
	Iteration 48Q: 3 clusters Score -6307566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6307565.500000 Penalty: 5371.830566
	Iteration 49F: 3 clusters Score -6307566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -44488.910156 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -44488.91 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 221 members 
Entering Unmasked Estep 
Score: -43090.945312 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -43090.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43245.371094 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -43245.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43265.953125 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -43265.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43278.355469 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -43278.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43280.011719 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -43280.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43281.687500 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -43281.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43282.425781 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -43282.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43283.691406 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -43283.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43283.691406 Penalty: 2975.472656
	Iteration 8F: 3 clusters Score -43283.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -122161.226562 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -122161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120215.429688 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -120215.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120465.781250 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -120465.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120549.500000 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -120549.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120584.218750 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -120584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120590.867188 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -120590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120595.031250 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -120595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120597.273438 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -120597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120600.062500 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -120600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120602.609375 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -120602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120602.609375 Penalty: 3417.742188
	Iteration 9F: 3 clusters Score -120602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -114953.828125 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -114953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113093.281250 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -113093.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113363.625000 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -113363.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113448.179688 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -113448.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113509.921875 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -113509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113555.250000 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -113555.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113603.695312 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -113603.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113650.843750 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -113650.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113708.953125 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -113709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113769.132812 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -113769.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113829.195312 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -113829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113911.710938 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -113911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113970.445312 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -113970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113981.820312 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -113981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113991.187500 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -113991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114000.843750 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -114000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114017.187500 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -114017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114042.828125 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -114042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114057.304688 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -114057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114069.953125 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -114070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114087.046875 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -114087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114097.242188 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -114097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114109.093750 Penalty: 3396.610596
	Iteration 21Q: 3 clusters Score -114109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114119.867188 Penalty: 3396.610596
	Iteration 22Q: 3 clusters Score -114119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114126.609375 Penalty: 3396.610596
	Iteration 23Q: 3 clusters Score -114126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114130.109375 Penalty: 3396.610596
	Iteration 24Q: 3 clusters Score -114130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114130.109375 Penalty: 3396.610596
	Iteration 25F: 3 clusters Score -114130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -783593.500000 Penalty: 2158.346191
	Iteration 0F: 2 clusters Score -783593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -778421.312500 Penalty: 4316.692383
	Iteration 0F: 3 clusters Score -778421.3 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -779686.687500 Penalty: 4316.692383
	Iteration 1F: 3 clusters Score -779686.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -779889.187500 Penalty: 4316.692383
	Iteration 2F: 3 clusters Score -779889.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -780021.687500 Penalty: 4316.692383
	Iteration 3Q: 3 clusters Score -780021.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -780100.437500 Penalty: 4316.692383
	Iteration 4Q: 3 clusters Score -780100.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -780151.750000 Penalty: 4316.692383
	Iteration 5Q: 3 clusters Score -780151.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -780201.500000 Penalty: 4316.692383
	Iteration 6Q: 3 clusters Score -780201.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -780251.125000 Penalty: 4316.692383
	Iteration 7Q: 3 clusters Score -780251.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -780289.625000 Penalty: 4316.692383
	Iteration 8Q: 3 clusters Score -780289.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -780335.250000 Penalty: 4316.692383
	Iteration 9Q: 3 clusters Score -780335.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -780382.000000 Penalty: 4316.692383
	Iteration 10Q: 3 clusters Score -780382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -780440.125000 Penalty: 4316.692383
	Iteration 11Q: 3 clusters Score -780440.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -780502.375000 Penalty: 4316.692383
	Iteration 12Q: 3 clusters Score -780502.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -780576.875000 Penalty: 4316.692383
	Iteration 13Q: 3 clusters Score -780576.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -780671.687500 Penalty: 4316.692383
	Iteration 14Q: 3 clusters Score -780671.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -780770.250000 Penalty: 4316.692383
	Iteration 15Q: 3 clusters Score -780770.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -780860.187500 Penalty: 4316.692383
	Iteration 16Q: 3 clusters Score -780860.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -780964.625000 Penalty: 4316.692383
	Iteration 17Q: 3 clusters Score -780964.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -781065.187500 Penalty: 4316.692383
	Iteration 18Q: 3 clusters Score -781065.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -781142.562500 Penalty: 4316.692383
	Iteration 19Q: 3 clusters Score -781142.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -781220.000000 Penalty: 4316.692383
	Iteration 20F: 3 clusters Score -781220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -781297.625000 Penalty: 4316.692383
	Iteration 21Q: 3 clusters Score -781297.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -781372.000000 Penalty: 4316.692383
	Iteration 22Q: 3 clusters Score -781372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -781425.875000 Penalty: 4316.692383
	Iteration 23Q: 3 clusters Score -781425.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -781483.750000 Penalty: 4316.692383
	Iteration 24Q: 3 clusters Score -781483.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -781516.500000 Penalty: 4316.692383
	Iteration 25Q: 3 clusters Score -781516.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -781541.375000 Penalty: 4316.692383
	Iteration 26Q: 3 clusters Score -781541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -781552.125000 Penalty: 4316.692383
	Iteration 27Q: 3 clusters Score -781552.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -781565.375000 Penalty: 4316.692383
	Iteration 28Q: 3 clusters Score -781565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -781573.250000 Penalty: 4316.692383
	Iteration 29Q: 3 clusters Score -781573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -781581.875000 Penalty: 4316.692383
	Iteration 30Q: 3 clusters Score -781581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -781588.312500 Penalty: 4316.692383
	Iteration 31Q: 3 clusters Score -781588.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -781596.250000 Penalty: 4316.692383
	Iteration 32Q: 3 clusters Score -781596.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -781601.437500 Penalty: 4316.692383
	Iteration 33Q: 3 clusters Score -781601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -781610.187500 Penalty: 4316.692383
	Iteration 34Q: 3 clusters Score -781610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -781619.312500 Penalty: 4316.692383
	Iteration 35Q: 3 clusters Score -781619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -781633.562500 Penalty: 4316.692383
	Iteration 36Q: 3 clusters Score -781633.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -781645.687500 Penalty: 4316.692383
	Iteration 37Q: 3 clusters Score -781645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -781646.500000 Penalty: 4316.692383
	Iteration 38Q: 3 clusters Score -781646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -781648.937500 Penalty: 4316.692383
	Iteration 39Q: 3 clusters Score -781648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -781648.437500 Penalty: 4316.692383
	Iteration 40F: 3 clusters Score -781648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -781649.375000 Penalty: 4316.692383
	Iteration 41Q: 3 clusters Score -781649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -781650.437500 Penalty: 4316.692383
	Iteration 42Q: 3 clusters Score -781650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -781650.437500 Penalty: 4316.692383
	Iteration 43F: 3 clusters Score -781650.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Entering Unmasked Estep 
Score: -3008085.000000 Penalty: 2492.990723
	Iteration 0F: 2 clusters Score -3008085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2992017.250000 Penalty: 4985.981445
	Iteration 0F: 3 clusters Score -2992017 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2997303.500000 Penalty: 4985.981445
	Iteration 1F: 3 clusters Score -2997304 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2997680.750000 Penalty: 4985.981445
	Iteration 2Q: 3 clusters Score -2997681 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2998010.250000 Penalty: 4985.981445
	Iteration 3Q: 3 clusters Score -2998010 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2998255.000000 Penalty: 4985.981445
	Iteration 4Q: 3 clusters Score -2998255 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2998452.250000 Penalty: 4985.981445
	Iteration 5Q: 3 clusters Score -2998452 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2998601.750000 Penalty: 4985.981445
	Iteration 6Q: 3 clusters Score -2998602 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2998697.000000 Penalty: 4985.981445
	Iteration 7Q: 3 clusters Score -2998697 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2998764.500000 Penalty: 4985.981445
	Iteration 8Q: 3 clusters Score -2998764 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2998844.250000 Penalty: 4985.981445
	Iteration 9Q: 3 clusters Score -2998844 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2998900.500000 Penalty: 4985.981445
	Iteration 10Q: 3 clusters Score -2998900 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2998964.250000 Penalty: 4985.981445
	Iteration 11Q: 3 clusters Score -2998964 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2999020.750000 Penalty: 4985.981445
	Iteration 12Q: 3 clusters Score -2999021 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2999061.250000 Penalty: 4985.981445
	Iteration 13Q: 3 clusters Score -2999061 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2999100.750000 Penalty: 4985.981445
	Iteration 14Q: 3 clusters Score -2999101 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2999141.000000 Penalty: 4985.981445
	Iteration 15Q: 3 clusters Score -2999141 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2999196.750000 Penalty: 4985.981445
	Iteration 16Q: 3 clusters Score -2999197 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2999284.500000 Penalty: 4985.981445
	Iteration 17Q: 3 clusters Score -2999284 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2999361.500000 Penalty: 4985.981445
	Iteration 18Q: 3 clusters Score -2999362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2999462.000000 Penalty: 4985.981445
	Iteration 19Q: 3 clusters Score -2999462 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2999573.500000 Penalty: 4985.981445
	Iteration 20F: 3 clusters Score -2999574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2999713.250000 Penalty: 4985.981445
	Iteration 21Q: 3 clusters Score -2999713 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2999920.500000 Penalty: 4985.981445
	Iteration 22Q: 3 clusters Score -2999920 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3000189.000000 Penalty: 4985.981445
	Iteration 23Q: 3 clusters Score -3000189 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3000554.250000 Penalty: 4985.981445
	Iteration 24Q: 3 clusters Score -3000554 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3001030.000000 Penalty: 4985.981445
	Iteration 25Q: 3 clusters Score -3001030 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3001698.250000 Penalty: 4985.981445
	Iteration 26Q: 3 clusters Score -3001698 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3002511.500000 Penalty: 4985.981445
	Iteration 27Q: 3 clusters Score -3002512 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3003333.000000 Penalty: 4985.981445
	Iteration 28Q: 3 clusters Score -3003333 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3004031.250000 Penalty: 4985.981445
	Iteration 29Q: 3 clusters Score -3004031 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3004568.250000 Penalty: 4985.981445
	Iteration 30Q: 3 clusters Score -3004568 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3004962.000000 Penalty: 4985.981445
	Iteration 31Q: 3 clusters Score -3004962 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3005286.500000 Penalty: 4985.981445
	Iteration 32Q: 3 clusters Score -3005286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3005477.750000 Penalty: 4985.981445
	Iteration 33Q: 3 clusters Score -3005478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3005594.250000 Penalty: 4985.981445
	Iteration 34Q: 3 clusters Score -3005594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3005668.250000 Penalty: 4985.981445
	Iteration 35Q: 3 clusters Score -3005668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3005727.000000 Penalty: 4985.981445
	Iteration 36Q: 3 clusters Score -3005727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3005776.250000 Penalty: 4985.981445
	Iteration 37Q: 3 clusters Score -3005776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3005811.000000 Penalty: 4985.981445
	Iteration 38Q: 3 clusters Score -3005811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3005833.000000 Penalty: 4985.981445
	Iteration 39Q: 3 clusters Score -3005833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3005866.250000 Penalty: 4985.981445
	Iteration 40F: 3 clusters Score -3005866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3005880.500000 Penalty: 4985.981445
	Iteration 41Q: 3 clusters Score -3005880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3005889.000000 Penalty: 4985.981445
	Iteration 42Q: 3 clusters Score -3005889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3005887.750000 Penalty: 4985.981445
	Iteration 43Q: 3 clusters Score -3005888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3005899.750000 Penalty: 4985.981445
	Iteration 44Q: 3 clusters Score -3005900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3005911.750000 Penalty: 4985.981445
	Iteration 45Q: 3 clusters Score -3005912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3005910.000000 Penalty: 4985.981445
	Iteration 46Q: 3 clusters Score -3005910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3005915.000000 Penalty: 4985.981445
	Iteration 47Q: 3 clusters Score -3005915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3005912.250000 Penalty: 4985.981445
	Iteration 48Q: 3 clusters Score -3005912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3005915.000000 Penalty: 4985.981445
	Iteration 49Q: 3 clusters Score -3005915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3005913.000000 Penalty: 4985.981445
	Iteration 50Q: 3 clusters Score -3005913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3005917.000000 Penalty: 4985.981445
	Iteration 51Q: 3 clusters Score -3005917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3005918.750000 Penalty: 4985.981445
	Iteration 52Q: 3 clusters Score -3005919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3005920.750000 Penalty: 4985.981445
	Iteration 53Q: 3 clusters Score -3005921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3005921.250000 Penalty: 4985.981445
	Iteration 54Q: 3 clusters Score -3005921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3005922.750000 Penalty: 4985.981445
	Iteration 55Q: 3 clusters Score -3005923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3005922.750000 Penalty: 4985.981445
	Iteration 56F: 3 clusters Score -3005923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Entering Unmasked Estep 
Score: -3282990.750000 Penalty: 2514.372559
	Iteration 0F: 2 clusters Score -3282991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3265272.000000 Penalty: 5028.745117
	Iteration 0F: 3 clusters Score -3265272 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3271400.250000 Penalty: 5028.745117
	Iteration 1F: 3 clusters Score -3271400 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3271811.250000 Penalty: 5028.745117
	Iteration 2Q: 3 clusters Score -3271811 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3272139.250000 Penalty: 5028.745117
	Iteration 3Q: 3 clusters Score -3272139 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3272428.250000 Penalty: 5028.745117
	Iteration 4Q: 3 clusters Score -3272428 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3272700.750000 Penalty: 5028.745117
	Iteration 5Q: 3 clusters Score -3272701 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3272945.750000 Penalty: 5028.745117
	Iteration 6Q: 3 clusters Score -3272946 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3273179.250000 Penalty: 5028.745117
	Iteration 7Q: 3 clusters Score -3273179 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3273448.250000 Penalty: 5028.745117
	Iteration 8Q: 3 clusters Score -3273448 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3273708.250000 Penalty: 5028.745117
	Iteration 9Q: 3 clusters Score -3273708 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3274006.250000 Penalty: 5028.745117
	Iteration 10Q: 3 clusters Score -3274006 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3274324.750000 Penalty: 5028.745117
	Iteration 11Q: 3 clusters Score -3274325 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3274680.250000 Penalty: 5028.745117
	Iteration 12Q: 3 clusters Score -3274680 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3275079.500000 Penalty: 5028.745117
	Iteration 13Q: 3 clusters Score -3275080 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3275500.250000 Penalty: 5028.745117
	Iteration 14Q: 3 clusters Score -3275500 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3275911.250000 Penalty: 5028.745117
	Iteration 15Q: 3 clusters Score -3275911 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3276303.250000 Penalty: 5028.745117
	Iteration 16Q: 3 clusters Score -3276303 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3276623.750000 Penalty: 5028.745117
	Iteration 17Q: 3 clusters Score -3276624 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3276892.000000 Penalty: 5028.745117
	Iteration 18Q: 3 clusters Score -3276892 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3277029.000000 Penalty: 5028.745117
	Iteration 19Q: 3 clusters Score -3277029 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3277134.750000 Penalty: 5028.745117
	Iteration 20F: 3 clusters Score -3277135 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3277195.750000 Penalty: 5028.745117
	Iteration 21Q: 3 clusters Score -3277196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3277248.750000 Penalty: 5028.745117
	Iteration 22Q: 3 clusters Score -3277249 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3277292.500000 Penalty: 5028.745117
	Iteration 23Q: 3 clusters Score -3277292 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3277335.250000 Penalty: 5028.745117
	Iteration 24Q: 3 clusters Score -3277335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3277357.000000 Penalty: 5028.745117
	Iteration 25Q: 3 clusters Score -3277357 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3277390.000000 Penalty: 5028.745117
	Iteration 26Q: 3 clusters Score -3277390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3277430.000000 Penalty: 5028.745117
	Iteration 27Q: 3 clusters Score -3277430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3277471.500000 Penalty: 5028.745117
	Iteration 28Q: 3 clusters Score -3277472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3277502.750000 Penalty: 5028.745117
	Iteration 29Q: 3 clusters Score -3277503 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3277531.750000 Penalty: 5028.745117
	Iteration 30Q: 3 clusters Score -3277532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3277554.250000 Penalty: 5028.745117
	Iteration 31Q: 3 clusters Score -3277554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3277600.250000 Penalty: 5028.745117
	Iteration 32Q: 3 clusters Score -3277600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3277621.000000 Penalty: 5028.745117
	Iteration 33Q: 3 clusters Score -3277621 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3277664.500000 Penalty: 5028.745117
	Iteration 34Q: 3 clusters Score -3277664 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3277711.000000 Penalty: 5028.745117
	Iteration 35Q: 3 clusters Score -3277711 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3277769.000000 Penalty: 5028.745117
	Iteration 36Q: 3 clusters Score -3277769 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3277836.250000 Penalty: 5028.745117
	Iteration 37Q: 3 clusters Score -3277836 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3277903.750000 Penalty: 5028.745117
	Iteration 38Q: 3 clusters Score -3277904 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3277980.250000 Penalty: 5028.745117
	Iteration 39Q: 3 clusters Score -3277980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3278079.500000 Penalty: 5028.745117
	Iteration 40F: 3 clusters Score -3278080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3278162.000000 Penalty: 5028.745117
	Iteration 41Q: 3 clusters Score -3278162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3278242.250000 Penalty: 5028.745117
	Iteration 42Q: 3 clusters Score -3278242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3278333.250000 Penalty: 5028.745117
	Iteration 43Q: 3 clusters Score -3278333 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3278423.000000 Penalty: 5028.745117
	Iteration 44Q: 3 clusters Score -3278423 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3278515.750000 Penalty: 5028.745117
	Iteration 45Q: 3 clusters Score -3278516 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3278610.000000 Penalty: 5028.745117
	Iteration 46Q: 3 clusters Score -3278610 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3278721.000000 Penalty: 5028.745117
	Iteration 47Q: 3 clusters Score -3278721 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3278817.500000 Penalty: 5028.745117
	Iteration 48Q: 3 clusters Score -3278818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3278949.500000 Penalty: 5028.745117
	Iteration 49Q: 3 clusters Score -3278950 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3279065.750000 Penalty: 5028.745117
	Iteration 50Q: 3 clusters Score -3279066 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3279178.500000 Penalty: 5028.745117
	Iteration 51Q: 3 clusters Score -3279178 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3279283.750000 Penalty: 5028.745117
	Iteration 52Q: 3 clusters Score -3279284 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3279390.250000 Penalty: 5028.745117
	Iteration 53Q: 3 clusters Score -3279390 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3279499.750000 Penalty: 5028.745117
	Iteration 54Q: 3 clusters Score -3279500 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3279634.250000 Penalty: 5028.745117
	Iteration 55Q: 3 clusters Score -3279634 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3279774.250000 Penalty: 5028.745117
	Iteration 56Q: 3 clusters Score -3279774 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3279878.500000 Penalty: 5028.745117
	Iteration 57Q: 3 clusters Score -3279878 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3280013.000000 Penalty: 5028.745117
	Iteration 58Q: 3 clusters Score -3280013 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3280111.750000 Penalty: 5028.745117
	Iteration 59Q: 3 clusters Score -3280112 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3280217.250000 Penalty: 5028.745117
	Iteration 60F: 3 clusters Score -3280217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3280311.000000 Penalty: 5028.745117
	Iteration 61Q: 3 clusters Score -3280311 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3280381.000000 Penalty: 5028.745117
	Iteration 62Q: 3 clusters Score -3280381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3280435.750000 Penalty: 5028.745117
	Iteration 63Q: 3 clusters Score -3280436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3280504.500000 Penalty: 5028.745117
	Iteration 64Q: 3 clusters Score -3280504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3280528.000000 Penalty: 5028.745117
	Iteration 65Q: 3 clusters Score -3280528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3280563.250000 Penalty: 5028.745117
	Iteration 66Q: 3 clusters Score -3280563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3280594.000000 Penalty: 5028.745117
	Iteration 67Q: 3 clusters Score -3280594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3280619.000000 Penalty: 5028.745117
	Iteration 68Q: 3 clusters Score -3280619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3280648.750000 Penalty: 5028.745117
	Iteration 69Q: 3 clusters Score -3280649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3280667.500000 Penalty: 5028.745117
	Iteration 70Q: 3 clusters Score -3280668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3280678.500000 Penalty: 5028.745117
	Iteration 71Q: 3 clusters Score -3280678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3280691.000000 Penalty: 5028.745117
	Iteration 72Q: 3 clusters Score -3280691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3280708.000000 Penalty: 5028.745117
	Iteration 73Q: 3 clusters Score -3280708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3280718.250000 Penalty: 5028.745117
	Iteration 74Q: 3 clusters Score -3280718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3280735.500000 Penalty: 5028.745117
	Iteration 75Q: 3 clusters Score -3280736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3280739.750000 Penalty: 5028.745117
	Iteration 76Q: 3 clusters Score -3280740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3280747.000000 Penalty: 5028.745117
	Iteration 77Q: 3 clusters Score -3280747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3280748.750000 Penalty: 5028.745117
	Iteration 78Q: 3 clusters Score -3280749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3280751.250000 Penalty: 5028.745117
	Iteration 79Q: 3 clusters Score -3280751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3280757.750000 Penalty: 5028.745117
	Iteration 80F: 3 clusters Score -3280758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3280764.250000 Penalty: 5028.745117
	Iteration 81Q: 3 clusters Score -3280764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3280772.000000 Penalty: 5028.745117
	Iteration 82Q: 3 clusters Score -3280772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3280776.000000 Penalty: 5028.745117
	Iteration 83Q: 3 clusters Score -3280776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3280782.750000 Penalty: 5028.745117
	Iteration 84Q: 3 clusters Score -3280783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3280788.250000 Penalty: 5028.745117
	Iteration 85Q: 3 clusters Score -3280788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3280788.250000 Penalty: 5028.745117
	Iteration 86F: 3 clusters Score -3280788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Entering Unmasked Estep 
Score: -2192250.750000 Penalty: 2414.150391
	Iteration 0F: 2 clusters Score -2192251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2180173.750000 Penalty: 4828.300781
	Iteration 0F: 3 clusters Score -2180174 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2184264.750000 Penalty: 4828.300781
	Iteration 1F: 3 clusters Score -2184265 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2184781.750000 Penalty: 4828.300781
	Iteration 2F: 3 clusters Score -2184782 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2185370.500000 Penalty: 4828.300781
	Iteration 3F: 3 clusters Score -2185370 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2185997.750000 Penalty: 4828.300781
	Iteration 4F: 3 clusters Score -2185998 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2186741.750000 Penalty: 4828.300781
	Iteration 5F: 3 clusters Score -2186742 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2187495.000000 Penalty: 4828.300781
	Iteration 6F: 3 clusters Score -2187495 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2188245.250000 Penalty: 4828.300781
	Iteration 7F: 3 clusters Score -2188245 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2188874.750000 Penalty: 4828.300781
	Iteration 8Q: 3 clusters Score -2188875 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2189297.500000 Penalty: 4828.300781
	Iteration 9Q: 3 clusters Score -2189298 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2189495.000000 Penalty: 4828.300781
	Iteration 10Q: 3 clusters Score -2189495 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2189600.000000 Penalty: 4828.300781
	Iteration 11Q: 3 clusters Score -2189600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2189670.250000 Penalty: 4828.300781
	Iteration 12Q: 3 clusters Score -2189670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2189705.250000 Penalty: 4828.300781
	Iteration 13Q: 3 clusters Score -2189705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2189746.000000 Penalty: 4828.300781
	Iteration 14Q: 3 clusters Score -2189746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2189781.250000 Penalty: 4828.300781
	Iteration 15Q: 3 clusters Score -2189781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2189808.500000 Penalty: 4828.300781
	Iteration 16Q: 3 clusters Score -2189808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2189825.750000 Penalty: 4828.300781
	Iteration 17Q: 3 clusters Score -2189826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2189852.250000 Penalty: 4828.300781
	Iteration 18Q: 3 clusters Score -2189852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2189873.500000 Penalty: 4828.300781
	Iteration 19Q: 3 clusters Score -2189874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2189891.500000 Penalty: 4828.300781
	Iteration 20F: 3 clusters Score -2189892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2189903.500000 Penalty: 4828.300781
	Iteration 21Q: 3 clusters Score -2189904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2189919.000000 Penalty: 4828.300781
	Iteration 22Q: 3 clusters Score -2189919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2189936.750000 Penalty: 4828.300781
	Iteration 23Q: 3 clusters Score -2189937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2189949.500000 Penalty: 4828.300781
	Iteration 24Q: 3 clusters Score -2189950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2189957.250000 Penalty: 4828.300781
	Iteration 25Q: 3 clusters Score -2189957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2189968.250000 Penalty: 4828.300781
	Iteration 26Q: 3 clusters Score -2189968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2189976.000000 Penalty: 4828.300781
	Iteration 27Q: 3 clusters Score -2189976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2189983.500000 Penalty: 4828.300781
	Iteration 28Q: 3 clusters Score -2189984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2189985.750000 Penalty: 4828.300781
	Iteration 29Q: 3 clusters Score -2189986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2190007.500000 Penalty: 4828.300781
	Iteration 30Q: 3 clusters Score -2190008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2190027.750000 Penalty: 4828.300781
	Iteration 31Q: 3 clusters Score -2190028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2190039.250000 Penalty: 4828.300781
	Iteration 32Q: 3 clusters Score -2190039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2190047.000000 Penalty: 4828.300781
	Iteration 33Q: 3 clusters Score -2190047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2190067.500000 Penalty: 4828.300781
	Iteration 34Q: 3 clusters Score -2190068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2190085.500000 Penalty: 4828.300781
	Iteration 35Q: 3 clusters Score -2190086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2190098.250000 Penalty: 4828.300781
	Iteration 36Q: 3 clusters Score -2190098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2190107.500000 Penalty: 4828.300781
	Iteration 37Q: 3 clusters Score -2190108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2190125.000000 Penalty: 4828.300781
	Iteration 38Q: 3 clusters Score -2190125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2190146.500000 Penalty: 4828.300781
	Iteration 39Q: 3 clusters Score -2190146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2190157.000000 Penalty: 4828.300781
	Iteration 40F: 3 clusters Score -2190157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2190171.500000 Penalty: 4828.300781
	Iteration 41Q: 3 clusters Score -2190172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2190182.750000 Penalty: 4828.300781
	Iteration 42Q: 3 clusters Score -2190183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2190189.750000 Penalty: 4828.300781
	Iteration 43Q: 3 clusters Score -2190190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2190191.750000 Penalty: 4828.300781
	Iteration 44Q: 3 clusters Score -2190192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2190201.000000 Penalty: 4828.300781
	Iteration 45Q: 3 clusters Score -2190201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2190201.000000 Penalty: 4828.300781
	Iteration 46Q: 3 clusters Score -2190201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2190204.000000 Penalty: 4828.300781
	Iteration 47Q: 3 clusters Score -2190204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2190211.750000 Penalty: 4828.300781
	Iteration 48Q: 3 clusters Score -2190212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2190208.750000 Penalty: 4828.300781
	Iteration 49Q: 3 clusters Score -2190209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2190217.500000 Penalty: 4828.300781
	Iteration 50Q: 3 clusters Score -2190218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2190221.250000 Penalty: 4828.300781
	Iteration 51Q: 3 clusters Score -2190221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2190223.250000 Penalty: 4828.300781
	Iteration 52Q: 3 clusters Score -2190223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2190227.500000 Penalty: 4828.300781
	Iteration 53Q: 3 clusters Score -2190228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2190230.750000 Penalty: 4828.300781
	Iteration 54Q: 3 clusters Score -2190231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2190231.500000 Penalty: 4828.300781
	Iteration 55Q: 3 clusters Score -2190232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2190239.000000 Penalty: 4828.300781
	Iteration 56Q: 3 clusters Score -2190239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2190238.750000 Penalty: 4828.300781
	Iteration 57Q: 3 clusters Score -2190239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2190241.000000 Penalty: 4828.300781
	Iteration 58Q: 3 clusters Score -2190241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2190249.750000 Penalty: 4828.300781
	Iteration 59Q: 3 clusters Score -2190250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2190254.000000 Penalty: 4828.300781
	Iteration 60F: 3 clusters Score -2190254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2190251.250000 Penalty: 4828.300781
	Iteration 61Q: 3 clusters Score -2190251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2190251.000000 Penalty: 4828.300781
	Iteration 62Q: 3 clusters Score -2190251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2190258.000000 Penalty: 4828.300781
	Iteration 63Q: 3 clusters Score -2190258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2190262.000000 Penalty: 4828.300781
	Iteration 64Q: 3 clusters Score -2190262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2190268.250000 Penalty: 4828.300781
	Iteration 65Q: 3 clusters Score -2190268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2190266.750000 Penalty: 4828.300781
	Iteration 66Q: 3 clusters Score -2190267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2190271.500000 Penalty: 4828.300781
	Iteration 67Q: 3 clusters Score -2190272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2190275.500000 Penalty: 4828.300781
	Iteration 68Q: 3 clusters Score -2190276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2190275.250000 Penalty: 4828.300781
	Iteration 69Q: 3 clusters Score -2190275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2190272.500000 Penalty: 4828.300781
	Iteration 70Q: 3 clusters Score -2190272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2190272.000000 Penalty: 4828.300781
	Iteration 71Q: 3 clusters Score -2190272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2190270.500000 Penalty: 4828.300781
	Iteration 72Q: 3 clusters Score -2190270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2190273.000000 Penalty: 4828.300781
	Iteration 73Q: 3 clusters Score -2190273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2190274.750000 Penalty: 4828.300781
	Iteration 74Q: 3 clusters Score -2190275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2190279.750000 Penalty: 4828.300781
	Iteration 75Q: 3 clusters Score -2190280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2190281.000000 Penalty: 4828.300781
	Iteration 76Q: 3 clusters Score -2190281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2190281.500000 Penalty: 4828.300781
	Iteration 77Q: 3 clusters Score -2190282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2190281.750000 Penalty: 4828.300781
	Iteration 78Q: 3 clusters Score -2190282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2190284.500000 Penalty: 4828.300781
	Iteration 79Q: 3 clusters Score -2190284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2190283.250000 Penalty: 4828.300781
	Iteration 80F: 3 clusters Score -2190283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2190283.750000 Penalty: 4828.300781
	Iteration 81Q: 3 clusters Score -2190284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2190285.500000 Penalty: 4828.300781
	Iteration 82Q: 3 clusters Score -2190286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2190284.000000 Penalty: 4828.300781
	Iteration 83Q: 3 clusters Score -2190284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2190283.750000 Penalty: 4828.300781
	Iteration 84Q: 3 clusters Score -2190284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2190283.750000 Penalty: 4828.300781
	Iteration 85F: 3 clusters Score -2190284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -60263.410156 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -60263.41 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 271 members 
Entering Unmasked Estep 
Score: -58748.765625 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58748.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59025.042969 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -59025.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59214.328125 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -59214.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59342.574219 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -59342.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59434.347656 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -59434.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59501.671875 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -59501.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59581.664062 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -59581.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59688.375000 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -59688.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59891.125000 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -59891.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60087.683594 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -60087.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60141.429688 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -60141.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60191.871094 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -60191.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60257.156250 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -60257.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60355.765625 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -60355.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60375.910156 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -60375.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60397.273438 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -60397.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60399.343750 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -60399.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60399.343750 Penalty: 3126.099121
	Iteration 17F: 3 clusters Score -60399.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132181 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17337 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277971 members 
Mstep: Class 10 contains 132006 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6021 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25301 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42583 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 104403 members 
Mstep: Class 26 contains 250 members 
Entering Unmasked Estep 
Score: -116089472.000000 Penalty: 88576.625000
Splitting cluster 19 changes total score from -116067160.000000 to -116089472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -650831.937500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -650831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -646103.750000 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -646103.8 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -647386.437500 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -647386.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -647778.687500 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -647778.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -648077.000000 Penalty: 4255.856445
	Iteration 3F: 3 clusters Score -648077 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -648349.562500 Penalty: 4255.856445
	Iteration 4F: 3 clusters Score -648349.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648551.437500 Penalty: 4255.856445
	Iteration 5F: 3 clusters Score -648551.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -648732.312500 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -648732.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -648868.500000 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -648868.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -648966.812500 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -648966.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -649041.000000 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -649041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -649116.187500 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -649116.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -649192.625000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -649192.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -649255.687500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -649255.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -649307.875000 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -649307.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -649355.562500 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -649355.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -649388.187500 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -649388.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -649411.937500 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -649411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -649427.875000 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -649427.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -649439.062500 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -649439.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -649449.937500 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -649449.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -649455.562500 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -649455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -649460.875000 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -649460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -649462.812500 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -649462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -649464.500000 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -649464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -649465.250000 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -649465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -649466.187500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -649466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -649468.750000 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -649468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -649470.937500 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -649470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -649474.437500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -649474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -649476.187500 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -649476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -649480.625000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -649480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -649482.812500 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -649482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -649484.187500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -649484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -649487.187500 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -649487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -649489.125000 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -649489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -649491.312500 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -649491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -649494.375000 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -649494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -649496.687500 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -649496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -649499.312500 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -649499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -649504.250000 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -649504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -649509.062500 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -649509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -649513.437500 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -649513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -649514.312500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -649514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -649518.812500 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -649518.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -649522.500000 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -649522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -649526.375000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -649526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -649528.375000 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -649528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -649530.875000 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -649530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -649536.000000 Penalty: 4255.856445
	Iteration 48Q: 3 clusters Score -649536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -649539.062500 Penalty: 4255.856445
	Iteration 49Q: 3 clusters Score -649539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -649542.187500 Penalty: 4255.856445
	Iteration 50Q: 3 clusters Score -649542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -649544.937500 Penalty: 4255.856445
	Iteration 51Q: 3 clusters Score -649544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -649544.812500 Penalty: 4255.856445
	Iteration 52Q: 3 clusters Score -649544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -649547.250000 Penalty: 4255.856445
	Iteration 53Q: 3 clusters Score -649547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -649547.250000 Penalty: 4255.856445
	Iteration 54F: 3 clusters Score -649547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Entering Unmasked Estep 
Score: -5516547.000000 Penalty: 2643.484131
	Iteration 0F: 2 clusters Score -5516547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -5487735.000000 Penalty: 5286.968262
	Iteration 0F: 3 clusters Score -5487735 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5498465.000000 Penalty: 5286.968262
	Iteration 1F: 3 clusters Score -5498465 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5498939.500000 Penalty: 5286.968262
	Iteration 2Q: 3 clusters Score -5498940 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5499484.500000 Penalty: 5286.968262
	Iteration 3Q: 3 clusters Score -5499484 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5500071.500000 Penalty: 5286.968262
	Iteration 4Q: 3 clusters Score -5500072 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5500752.500000 Penalty: 5286.968262
	Iteration 5Q: 3 clusters Score -5500752 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5501599.000000 Penalty: 5286.968262
	Iteration 6Q: 3 clusters Score -5501599 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5502646.000000 Penalty: 5286.968262
	Iteration 7Q: 3 clusters Score -5502646 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -5503877.000000 Penalty: 5286.968262
	Iteration 8Q: 3 clusters Score -5503877 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5505284.500000 Penalty: 5286.968262
	Iteration 9Q: 3 clusters Score -5505284 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5506707.500000 Penalty: 5286.968262
	Iteration 10Q: 3 clusters Score -5506708 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -5508025.500000 Penalty: 5286.968262
	Iteration 11Q: 3 clusters Score -5508026 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5509126.500000 Penalty: 5286.968262
	Iteration 12Q: 3 clusters Score -5509126 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -5510022.000000 Penalty: 5286.968262
	Iteration 13Q: 3 clusters Score -5510022 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5510792.000000 Penalty: 5286.968262
	Iteration 14Q: 3 clusters Score -5510792 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5511459.500000 Penalty: 5286.968262
	Iteration 15Q: 3 clusters Score -5511460 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5512018.000000 Penalty: 5286.968262
	Iteration 16Q: 3 clusters Score -5512018 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5512464.500000 Penalty: 5286.968262
	Iteration 17Q: 3 clusters Score -5512464 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5512887.500000 Penalty: 5286.968262
	Iteration 18Q: 3 clusters Score -5512888 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5513212.500000 Penalty: 5286.968262
	Iteration 19Q: 3 clusters Score -5513212 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5513476.000000 Penalty: 5286.968262
	Iteration 20F: 3 clusters Score -5513476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5513705.000000 Penalty: 5286.968262
	Iteration 21Q: 3 clusters Score -5513705 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5513843.000000 Penalty: 5286.968262
	Iteration 22Q: 3 clusters Score -5513843 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5513926.500000 Penalty: 5286.968262
	Iteration 23Q: 3 clusters Score -5513926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5514008.000000 Penalty: 5286.968262
	Iteration 24Q: 3 clusters Score -5514008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5514063.000000 Penalty: 5286.968262
	Iteration 25Q: 3 clusters Score -5514063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5514103.000000 Penalty: 5286.968262
	Iteration 26Q: 3 clusters Score -5514103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5514131.500000 Penalty: 5286.968262
	Iteration 27Q: 3 clusters Score -5514132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5514144.500000 Penalty: 5286.968262
	Iteration 28Q: 3 clusters Score -5514144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5514165.000000 Penalty: 5286.968262
	Iteration 29Q: 3 clusters Score -5514165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5514195.500000 Penalty: 5286.968262
	Iteration 30Q: 3 clusters Score -5514196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5514208.500000 Penalty: 5286.968262
	Iteration 31Q: 3 clusters Score -5514208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5514221.000000 Penalty: 5286.968262
	Iteration 32Q: 3 clusters Score -5514221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5514226.000000 Penalty: 5286.968262
	Iteration 33Q: 3 clusters Score -5514226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5514231.000000 Penalty: 5286.968262
	Iteration 34Q: 3 clusters Score -5514231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5514240.500000 Penalty: 5286.968262
	Iteration 35Q: 3 clusters Score -5514240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5514246.500000 Penalty: 5286.968262
	Iteration 36Q: 3 clusters Score -5514246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5514248.500000 Penalty: 5286.968262
	Iteration 37Q: 3 clusters Score -5514248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5514247.500000 Penalty: 5286.968262
	Iteration 38Q: 3 clusters Score -5514248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5514257.000000 Penalty: 5286.968262
	Iteration 39Q: 3 clusters Score -5514257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5514262.000000 Penalty: 5286.968262
	Iteration 40F: 3 clusters Score -5514262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5514266.500000 Penalty: 5286.968262
	Iteration 41Q: 3 clusters Score -5514266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5514275.500000 Penalty: 5286.968262
	Iteration 42Q: 3 clusters Score -5514276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5514283.500000 Penalty: 5286.968262
	Iteration 43Q: 3 clusters Score -5514284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5514282.000000 Penalty: 5286.968262
	Iteration 44Q: 3 clusters Score -5514282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5514280.000000 Penalty: 5286.968262
	Iteration 45Q: 3 clusters Score -5514280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5514283.000000 Penalty: 5286.968262
	Iteration 46Q: 3 clusters Score -5514283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5514283.000000 Penalty: 5286.968262
	Iteration 47F: 3 clusters Score -5514283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -252210.750000 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -252210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -249562.546875 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -249562.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249996.375000 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -249996.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250119.625000 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -250119.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250194.765625 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -250194.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -250254.140625 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -250254.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250289.343750 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -250289.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -250312.562500 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -250312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250328.609375 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -250328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250339.625000 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -250339.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -250351.140625 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -250351.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250363.281250 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -250363.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -250378.531250 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -250378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250390.140625 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -250390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -250401.109375 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -250401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -250411.828125 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -250411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250418.390625 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -250418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250421.875000 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -250421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250426.765625 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -250426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -250429.343750 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -250429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250432.390625 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -250432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250434.796875 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -250434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250437.953125 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -250438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250440.890625 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -250440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250443.609375 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -250443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250445.640625 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -250445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -250446.218750 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -250446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250447.812500 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -250447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250449.187500 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -250449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250449.187500 Penalty: 3773.999756
	Iteration 28F: 3 clusters Score -250449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -216110.843750 Penalty: 1849.487061
	Iteration 0F: 2 clusters Score -216110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213638.328125 Penalty: 3698.974121
	Iteration 0F: 3 clusters Score -213638.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -214067.703125 Penalty: 3698.974121
	Iteration 1F: 3 clusters Score -214067.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214182.171875 Penalty: 3698.974121
	Iteration 2F: 3 clusters Score -214182.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214224.281250 Penalty: 3698.974121
	Iteration 3Q: 3 clusters Score -214224.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214252.671875 Penalty: 3698.974121
	Iteration 4Q: 3 clusters Score -214252.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214271.625000 Penalty: 3698.974121
	Iteration 5Q: 3 clusters Score -214271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214280.390625 Penalty: 3698.974121
	Iteration 6Q: 3 clusters Score -214280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -214288.296875 Penalty: 3698.974121
	Iteration 7Q: 3 clusters Score -214288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -214292.921875 Penalty: 3698.974121
	Iteration 8Q: 3 clusters Score -214292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214295.250000 Penalty: 3698.974121
	Iteration 9Q: 3 clusters Score -214295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214297.062500 Penalty: 3698.974121
	Iteration 10Q: 3 clusters Score -214297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214299.187500 Penalty: 3698.974121
	Iteration 11Q: 3 clusters Score -214299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -214302.375000 Penalty: 3698.974121
	Iteration 12Q: 3 clusters Score -214302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -214304.468750 Penalty: 3698.974121
	Iteration 13Q: 3 clusters Score -214304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -214307.406250 Penalty: 3698.974121
	Iteration 14Q: 3 clusters Score -214307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214310.437500 Penalty: 3698.974121
	Iteration 15Q: 3 clusters Score -214310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -214311.109375 Penalty: 3698.974121
	Iteration 16Q: 3 clusters Score -214311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214312.093750 Penalty: 3698.974121
	Iteration 17Q: 3 clusters Score -214312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214312.093750 Penalty: 3698.974121
	Iteration 18F: 3 clusters Score -214312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -125058.718750 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -125058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123118.148438 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -123118.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123377.781250 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -123377.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123464.335938 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -123464.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123507.281250 Penalty: 3437.040283
	Iteration 3Q: 3 clusters Score -123507.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123537.679688 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -123537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123553.390625 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -123553.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123567.554688 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -123567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123580.085938 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -123580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -123584.898438 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -123584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123589.773438 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -123589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -123594.757812 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -123594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123595.710938 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -123595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123595.710938 Penalty: 3437.040283
	Iteration 12F: 3 clusters Score -123595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 132181 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 17337 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 277971 members 
Mstep: Class 10 contains 132006 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 6021 members 
Mstep: Class 16 contains 23211 members 
Mstep: Class 17 contains 25301 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42583 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093720.000000 Penalty: 88576.625000
Iteration 359Q: 27 clusters Score -1.160937e+08 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 131902 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49733 members 
Mstep: Class 7 contains 17259 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 277057 members 
Mstep: Class 10 contains 135257 members 
Mstep: Class 11 contains 50528 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 24541 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 1024 members 
Mstep: Class 25 contains 103683 members 
Mstep: Class 26 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097224.000000 Penalty: 88576.625000
Iteration 360F: 27 clusters Score -1.160972e+08 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 131812 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49613 members 
Mstep: Class 7 contains 17200 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 276742 members 
Mstep: Class 10 contains 136538 members 
Mstep: Class 11 contains 50505 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 23060 members 
Mstep: Class 17 contains 24033 members 
Mstep: Class 18 contains 16899 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5325 members 
Mstep: Class 21 contains 41756 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 104783 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098856.000000 Penalty: 88576.625000
Iteration 361Q: 27 clusters Score -1.160989e+08 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 131723 members 
Mstep: Class 3 contains 11752 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49522 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 276465 members 
Mstep: Class 10 contains 137460 members 
Mstep: Class 11 contains 50500 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 5905 members 
Mstep: Class 16 contains 23028 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5324 members 
Mstep: Class 21 contains 41469 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 105737 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099120.000000 Penalty: 88576.625000
Iteration 362Q: 27 clusters Score -1.160991e+08 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 131604 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49442 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 7835 members 
Mstep: Class 9 contains 276246 members 
Mstep: Class 10 contains 138047 members 
Mstep: Class 11 contains 50502 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 22989 members 
Mstep: Class 17 contains 23257 members 
Mstep: Class 18 contains 16848 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5324 members 
Mstep: Class 21 contains 41234 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 106688 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099848.000000 Penalty: 88576.625000
Iteration 363Q: 27 clusters Score -1.160998e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 131490 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49379 members 
Mstep: Class 7 contains 17123 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 275996 members 
Mstep: Class 10 contains 138440 members 
Mstep: Class 11 contains 50507 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 22955 members 
Mstep: Class 17 contains 22973 members 
Mstep: Class 18 contains 16835 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5322 members 
Mstep: Class 21 contains 41036 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 107608 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100280.000000 Penalty: 88576.625000
Iteration 364Q: 27 clusters Score -1.161003e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 131344 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49301 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 275815 members 
Mstep: Class 10 contains 138629 members 
Mstep: Class 11 contains 50513 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 980 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 22928 members 
Mstep: Class 17 contains 22680 members 
Mstep: Class 18 contains 16825 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5321 members 
Mstep: Class 21 contains 40866 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 108609 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100880.000000 Penalty: 88576.625000
Iteration 365Q: 27 clusters Score -1.161009e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 131196 members 
Mstep: Class 3 contains 11195 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49212 members 
Mstep: Class 7 contains 17090 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 275650 members 
Mstep: Class 10 contains 138609 members 
Mstep: Class 11 contains 50526 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5766 members 
Mstep: Class 16 contains 22906 members 
Mstep: Class 17 contains 22446 members 
Mstep: Class 18 contains 16810 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5320 members 
Mstep: Class 21 contains 40711 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 109740 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101112.000000 Penalty: 88576.625000
Iteration 366Q: 27 clusters Score -1.161011e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 131066 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49153 members 
Mstep: Class 7 contains 17067 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 275502 members 
Mstep: Class 10 contains 138440 members 
Mstep: Class 11 contains 50527 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 22874 members 
Mstep: Class 17 contains 22253 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5319 members 
Mstep: Class 21 contains 40564 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 110901 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101488.000000 Penalty: 88576.625000
Iteration 367Q: 27 clusters Score -1.161015e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 130952 members 
Mstep: Class 3 contains 11026 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49089 members 
Mstep: Class 7 contains 17051 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 275337 members 
Mstep: Class 10 contains 138115 members 
Mstep: Class 11 contains 50534 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 22856 members 
Mstep: Class 17 contains 22080 members 
Mstep: Class 18 contains 16791 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5319 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 112101 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101376.000000 Penalty: 88576.625000
Iteration 368Q: 27 clusters Score -1.161014e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 130866 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 49015 members 
Mstep: Class 7 contains 17034 members 
Mstep: Class 8 contains 7471 members 
Mstep: Class 9 contains 275173 members 
Mstep: Class 10 contains 137567 members 
Mstep: Class 11 contains 50556 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 22839 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5319 members 
Mstep: Class 21 contains 40345 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 113432 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101648.000000 Penalty: 88576.625000
Iteration 369Q: 27 clusters Score -1.161016e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 130766 members 
Mstep: Class 3 contains 10904 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48942 members 
Mstep: Class 7 contains 17019 members 
Mstep: Class 8 contains 7419 members 
Mstep: Class 9 contains 275054 members 
Mstep: Class 10 contains 136919 members 
Mstep: Class 11 contains 50564 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 22805 members 
Mstep: Class 17 contains 21771 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5318 members 
Mstep: Class 21 contains 40251 members 
Mstep: Class 22 contains 2027 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 114802 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102120.000000 Penalty: 88576.625000
Iteration 370Q: 27 clusters Score -1.161021e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 130676 members 
Mstep: Class 3 contains 10862 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48880 members 
Mstep: Class 7 contains 17005 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 274917 members 
Mstep: Class 10 contains 136181 members 
Mstep: Class 11 contains 50572 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 22791 members 
Mstep: Class 17 contains 21642 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 40166 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 116242 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102456.000000 Penalty: 88576.625000
Iteration 371Q: 27 clusters Score -1.161025e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 130589 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48827 members 
Mstep: Class 7 contains 16984 members 
Mstep: Class 8 contains 7312 members 
Mstep: Class 9 contains 274846 members 
Mstep: Class 10 contains 135291 members 
Mstep: Class 11 contains 50574 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5557 members 
Mstep: Class 16 contains 22776 members 
Mstep: Class 17 contains 21509 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 40070 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 117747 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102576.000000 Penalty: 88576.625000
Iteration 372Q: 27 clusters Score -1.161026e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 130500 members 
Mstep: Class 3 contains 10780 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48787 members 
Mstep: Class 7 contains 16968 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 274801 members 
Mstep: Class 10 contains 134224 members 
Mstep: Class 11 contains 50556 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5530 members 
Mstep: Class 16 contains 22760 members 
Mstep: Class 17 contains 21389 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5301 members 
Mstep: Class 21 contains 39984 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 119359 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102904.000000 Penalty: 88576.625000
Iteration 373Q: 27 clusters Score -1.161029e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 130402 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48728 members 
Mstep: Class 7 contains 16953 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 274733 members 
Mstep: Class 10 contains 133151 members 
Mstep: Class 11 contains 50553 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 22744 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5296 members 
Mstep: Class 21 contains 39898 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 120967 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103160.000000 Penalty: 88576.625000
Iteration 374Q: 27 clusters Score -1.161032e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 130282 members 
Mstep: Class 3 contains 10715 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48687 members 
Mstep: Class 7 contains 16939 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 274667 members 
Mstep: Class 10 contains 131995 members 
Mstep: Class 11 contains 50564 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 22723 members 
Mstep: Class 17 contains 21199 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5288 members 
Mstep: Class 21 contains 39801 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 122647 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103328.000000 Penalty: 88576.625000
Iteration 375Q: 27 clusters Score -1.161033e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 130175 members 
Mstep: Class 3 contains 10711 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48630 members 
Mstep: Class 7 contains 16926 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 274627 members 
Mstep: Class 10 contains 130719 members 
Mstep: Class 11 contains 50573 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 22714 members 
Mstep: Class 17 contains 21110 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5286 members 
Mstep: Class 21 contains 39711 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 124409 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104104.000000 Penalty: 88576.625000
Iteration 376Q: 27 clusters Score -1.161041e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 130101 members 
Mstep: Class 3 contains 10719 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48590 members 
Mstep: Class 7 contains 16907 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 274613 members 
Mstep: Class 10 contains 129317 members 
Mstep: Class 11 contains 50568 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 22685 members 
Mstep: Class 17 contains 21049 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5284 members 
Mstep: Class 21 contains 39624 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 126183 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104672.000000 Penalty: 88576.625000
Iteration 377Q: 27 clusters Score -1.161047e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 130005 members 
Mstep: Class 3 contains 10710 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48549 members 
Mstep: Class 7 contains 16896 members 
Mstep: Class 8 contains 7027 members 
Mstep: Class 9 contains 274626 members 
Mstep: Class 10 contains 127729 members 
Mstep: Class 11 contains 50568 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 22658 members 
Mstep: Class 17 contains 21011 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5284 members 
Mstep: Class 21 contains 39556 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 128093 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104688.000000 Penalty: 88576.625000
Iteration 378Q: 27 clusters Score -1.161047e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 129917 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48524 members 
Mstep: Class 7 contains 16878 members 
Mstep: Class 8 contains 6990 members 
Mstep: Class 9 contains 274635 members 
Mstep: Class 10 contains 126137 members 
Mstep: Class 11 contains 50565 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 22629 members 
Mstep: Class 17 contains 20971 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5284 members 
Mstep: Class 21 contains 39511 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 129953 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105048.000000 Penalty: 88576.625000
Iteration 379Q: 27 clusters Score -1.16105e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 129826 members 
Mstep: Class 3 contains 10721 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48491 members 
Mstep: Class 7 contains 16865 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 274679 members 
Mstep: Class 10 contains 124504 members 
Mstep: Class 11 contains 50570 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 20936 members 
Mstep: Class 18 contains 16692 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5283 members 
Mstep: Class 21 contains 39452 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 131773 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105424.000000 Penalty: 88576.625000
Iteration 380F: 27 clusters Score -1.161054e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 129755 members 
Mstep: Class 3 contains 10740 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48477 members 
Mstep: Class 7 contains 16849 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 274733 members 
Mstep: Class 10 contains 122859 members 
Mstep: Class 11 contains 50574 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 22603 members 
Mstep: Class 17 contains 20901 members 
Mstep: Class 18 contains 16690 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5282 members 
Mstep: Class 21 contains 39375 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 133536 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105864.000000 Penalty: 88576.625000
Iteration 381Q: 27 clusters Score -1.161059e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 129686 members 
Mstep: Class 3 contains 10761 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48465 members 
Mstep: Class 7 contains 16840 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 274787 members 
Mstep: Class 10 contains 121201 members 
Mstep: Class 11 contains 50569 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 20860 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5281 members 
Mstep: Class 21 contains 39310 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 135277 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106248.000000 Penalty: 88576.625000
Iteration 382Q: 27 clusters Score -1.161062e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 129640 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48448 members 
Mstep: Class 7 contains 16826 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 274850 members 
Mstep: Class 10 contains 119550 members 
Mstep: Class 11 contains 50568 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5284 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 20799 members 
Mstep: Class 18 contains 16679 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 137018 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106600.000000 Penalty: 88576.625000
Iteration 383Q: 27 clusters Score -1.161066e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 129593 members 
Mstep: Class 3 contains 10785 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 16818 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 274915 members 
Mstep: Class 10 contains 117923 members 
Mstep: Class 11 contains 50564 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 22583 members 
Mstep: Class 17 contains 20749 members 
Mstep: Class 18 contains 16675 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 39204 members 
Mstep: Class 22 contains 2025 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 138717 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106656.000000 Penalty: 88576.625000
Iteration 384Q: 27 clusters Score -1.161067e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 129543 members 
Mstep: Class 3 contains 10803 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 274992 members 
Mstep: Class 10 contains 116358 members 
Mstep: Class 11 contains 50549 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 22575 members 
Mstep: Class 17 contains 20689 members 
Mstep: Class 18 contains 16670 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 39138 members 
Mstep: Class 22 contains 2025 members 
Mstep: Class 23 contains 1745 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 140367 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106576.000000 Penalty: 88576.625000
Iteration 385Q: 27 clusters Score -1.161066e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 129484 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48415 members 
Mstep: Class 7 contains 16789 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 275066 members 
Mstep: Class 10 contains 114849 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 22564 members 
Mstep: Class 17 contains 20622 members 
Mstep: Class 18 contains 16666 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5275 members 
Mstep: Class 21 contains 39071 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 141997 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106552.000000 Penalty: 88576.625000
Iteration 386Q: 27 clusters Score -1.161066e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 129422 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48408 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 6749 members 
Mstep: Class 9 contains 275166 members 
Mstep: Class 10 contains 113290 members 
Mstep: Class 11 contains 50530 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 22551 members 
Mstep: Class 17 contains 20560 members 
Mstep: Class 18 contains 16658 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 39035 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 143628 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106704.000000 Penalty: 88576.625000
Iteration 387Q: 27 clusters Score -1.161067e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 129353 members 
Mstep: Class 3 contains 10856 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48409 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 275237 members 
Mstep: Class 10 contains 111752 members 
Mstep: Class 11 contains 50529 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 16 contains 22539 members 
Mstep: Class 17 contains 20511 members 
Mstep: Class 18 contains 16649 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 39003 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 145239 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106688.000000 Penalty: 88576.625000
Iteration 388Q: 27 clusters Score -1.161067e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 129313 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48410 members 
Mstep: Class 7 contains 16765 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 275324 members 
Mstep: Class 10 contains 110260 members 
Mstep: Class 11 contains 50524 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 22536 members 
Mstep: Class 17 contains 20479 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38958 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 146788 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106656.000000 Penalty: 88576.625000
Iteration 389Q: 27 clusters Score -1.161067e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 129283 members 
Mstep: Class 3 contains 10856 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48401 members 
Mstep: Class 7 contains 16752 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 275401 members 
Mstep: Class 10 contains 108836 members 
Mstep: Class 11 contains 50515 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 22530 members 
Mstep: Class 17 contains 20445 members 
Mstep: Class 18 contains 16640 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38926 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 148282 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106432.000000 Penalty: 88576.625000
Iteration 390Q: 27 clusters Score -1.161064e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 129232 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48394 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 275464 members 
Mstep: Class 10 contains 107519 members 
Mstep: Class 11 contains 50504 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 22528 members 
Mstep: Class 17 contains 20424 members 
Mstep: Class 18 contains 16633 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38897 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 149676 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106600.000000 Penalty: 88576.625000
Iteration 391Q: 27 clusters Score -1.161066e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 129189 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48392 members 
Mstep: Class 7 contains 16737 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 275518 members 
Mstep: Class 10 contains 106198 members 
Mstep: Class 11 contains 50493 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 20407 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38866 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 151062 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106272.000000 Penalty: 88576.625000
Iteration 392Q: 27 clusters Score -1.161063e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 129145 members 
Mstep: Class 3 contains 10898 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48388 members 
Mstep: Class 7 contains 16724 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 275556 members 
Mstep: Class 10 contains 104891 members 
Mstep: Class 11 contains 50488 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 22524 members 
Mstep: Class 17 contains 20406 members 
Mstep: Class 18 contains 16627 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38839 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 152412 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106208.000000 Penalty: 88576.625000
Iteration 393Q: 27 clusters Score -1.161062e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 129107 members 
Mstep: Class 3 contains 10906 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48392 members 
Mstep: Class 7 contains 16714 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 275619 members 
Mstep: Class 10 contains 103684 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 22528 members 
Mstep: Class 17 contains 20392 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38824 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 153680 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106408.000000 Penalty: 88576.625000
Iteration 394Q: 27 clusters Score -1.161064e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 129062 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 275696 members 
Mstep: Class 10 contains 102543 members 
Mstep: Class 11 contains 50463 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 20363 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 38816 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 154895 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106000.000000 Penalty: 88576.625000
Iteration 395Q: 27 clusters Score -1.16106e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 129027 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48365 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 6544 members 
Mstep: Class 9 contains 275769 members 
Mstep: Class 10 contains 101488 members 
Mstep: Class 11 contains 50451 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 22530 members 
Mstep: Class 17 contains 20345 members 
Mstep: Class 18 contains 16630 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 38805 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 156013 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105944.000000 Penalty: 88576.625000
Iteration 396Q: 27 clusters Score -1.161059e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 128981 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 16682 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 275854 members 
Mstep: Class 10 contains 100477 members 
Mstep: Class 11 contains 50437 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 22531 members 
Mstep: Class 17 contains 20340 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 38800 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 157080 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106008.000000 Penalty: 88576.625000
Iteration 397Q: 27 clusters Score -1.16106e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 128930 members 
Mstep: Class 3 contains 10976 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48349 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 275931 members 
Mstep: Class 10 contains 99588 members 
Mstep: Class 11 contains 50425 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 20333 members 
Mstep: Class 18 contains 16622 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 38780 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 158055 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105984.000000 Penalty: 88576.625000
Iteration 398Q: 27 clusters Score -1.16106e+08 nChanged 1724
Entering ConstructFrom: 
Score: -116105984.000000 Penalty: 88576.625000
Entering ConstructFrom: 
Trying to split cluster 1 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -1307086.625000 Penalty: 2291.422852
	Iteration 0F: 2 clusters Score -1307087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1299321.875000 Penalty: 4582.845703
	Iteration 0F: 3 clusters Score -1299322 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1301517.625000 Penalty: 4582.845703
	Iteration 1F: 3 clusters Score -1301518 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1301800.250000 Penalty: 4582.845703
	Iteration 2F: 3 clusters Score -1301800 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1301998.250000 Penalty: 4582.845703
	Iteration 3Q: 3 clusters Score -1301998 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1302192.250000 Penalty: 4582.845703
	Iteration 4Q: 3 clusters Score -1302192 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1302444.375000 Penalty: 4582.845703
	Iteration 5Q: 3 clusters Score -1302444 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1302763.375000 Penalty: 4582.845703
	Iteration 6Q: 3 clusters Score -1302763 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1303188.875000 Penalty: 4582.845703
	Iteration 7F: 3 clusters Score -1303189 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1303630.750000 Penalty: 4582.845703
	Iteration 8F: 3 clusters Score -1303631 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1304118.375000 Penalty: 4582.845703
	Iteration 9F: 3 clusters Score -1304118 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1304573.750000 Penalty: 4582.845703
	Iteration 10F: 3 clusters Score -1304574 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1305029.750000 Penalty: 4582.845703
	Iteration 11Q: 3 clusters Score -1305030 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1305427.125000 Penalty: 4582.845703
	Iteration 12Q: 3 clusters Score -1305427 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1305714.375000 Penalty: 4582.845703
	Iteration 13Q: 3 clusters Score -1305714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1305808.625000 Penalty: 4582.845703
	Iteration 14Q: 3 clusters Score -1305809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1305856.250000 Penalty: 4582.845703
	Iteration 15Q: 3 clusters Score -1305856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1305883.250000 Penalty: 4582.845703
	Iteration 16Q: 3 clusters Score -1305883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1305895.750000 Penalty: 4582.845703
	Iteration 17Q: 3 clusters Score -1305896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1305899.750000 Penalty: 4582.845703
	Iteration 18Q: 3 clusters Score -1305900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1305903.750000 Penalty: 4582.845703
	Iteration 19Q: 3 clusters Score -1305904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1305906.375000 Penalty: 4582.845703
	Iteration 20F: 3 clusters Score -1305906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1305904.000000 Penalty: 4582.845703
	Iteration 21Q: 3 clusters Score -1305904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1305905.250000 Penalty: 4582.845703
	Iteration 22Q: 3 clusters Score -1305905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1305908.000000 Penalty: 4582.845703
	Iteration 23Q: 3 clusters Score -1305908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1305909.500000 Penalty: 4582.845703
	Iteration 24Q: 3 clusters Score -1305910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1305909.750000 Penalty: 4582.845703
	Iteration 25Q: 3 clusters Score -1305910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1305909.125000 Penalty: 4582.845703
	Iteration 26Q: 3 clusters Score -1305909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1305908.750000 Penalty: 4582.845703
	Iteration 27Q: 3 clusters Score -1305909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1305908.625000 Penalty: 4582.845703
	Iteration 28Q: 3 clusters Score -1305909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1305907.875000 Penalty: 4582.845703
	Iteration 29Q: 3 clusters Score -1305908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1305908.000000 Penalty: 4582.845703
	Iteration 30Q: 3 clusters Score -1305908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1305909.750000 Penalty: 4582.845703
	Iteration 31Q: 3 clusters Score -1305910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1305908.500000 Penalty: 4582.845703
	Iteration 32Q: 3 clusters Score -1305908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1305908.500000 Penalty: 4582.845703
	Iteration 33F: 3 clusters Score -1305908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Entering Unmasked Estep 
Score: -16521435.000000 Penalty: 2918.110596
	Iteration 0F: 2 clusters Score -1.652144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -16435661.000000 Penalty: 5836.221191
	Iteration 0F: 3 clusters Score -1.643566e+07 nChanged 61098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -16470944.000000 Penalty: 5836.221191
	Iteration 1F: 3 clusters Score -1.647094e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -16471867.000000 Penalty: 5836.221191
	Iteration 2Q: 3 clusters Score -1.647187e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -16473045.000000 Penalty: 5836.221191
	Iteration 3Q: 3 clusters Score -1.647304e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -16474767.000000 Penalty: 5836.221191
	Iteration 4Q: 3 clusters Score -1.647477e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -16477546.000000 Penalty: 5836.221191
	Iteration 5Q: 3 clusters Score -1.647755e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -16481953.000000 Penalty: 5836.221191
	Iteration 6F: 3 clusters Score -1.648195e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -16488784.000000 Penalty: 5836.221191
	Iteration 7F: 3 clusters Score -1.648878e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -16498481.000000 Penalty: 5836.221191
	Iteration 8F: 3 clusters Score -1.649848e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -16508145.000000 Penalty: 5836.221191
	Iteration 9F: 3 clusters Score -1.650814e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 123930 members 
Entering Unmasked Estep 
Score: -16514504.000000 Penalty: 5836.221191
	Iteration 10F: 3 clusters Score -1.65145e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 126950 members 
Entering Unmasked Estep 
Score: -16517265.000000 Penalty: 5836.221191
	Iteration 11Q: 3 clusters Score -1.651726e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 127988 members 
Entering Unmasked Estep 
Score: -16518219.000000 Penalty: 5836.221191
	Iteration 12Q: 3 clusters Score -1.651822e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -16518558.000000 Penalty: 5836.221191
	Iteration 13Q: 3 clusters Score -1.651856e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -16518678.000000 Penalty: 5836.221191
	Iteration 14Q: 3 clusters Score -1.651868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -16518735.000000 Penalty: 5836.221191
	Iteration 15Q: 3 clusters Score -1.651874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -16518769.000000 Penalty: 5836.221191
	Iteration 16Q: 3 clusters Score -1.651877e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -16518789.000000 Penalty: 5836.221191
	Iteration 17Q: 3 clusters Score -1.651879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -16518818.000000 Penalty: 5836.221191
	Iteration 18Q: 3 clusters Score -1.651882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
Score: -16518862.000000 Penalty: 5836.221191
	Iteration 19Q: 3 clusters Score -1.651886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 128546 members 
Entering Unmasked Estep 
Score: -16518875.000000 Penalty: 5836.221191
	Iteration 20F: 3 clusters Score -1.651888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 128556 members 
Entering Unmasked Estep 
Score: -16518896.000000 Penalty: 5836.221191
	Iteration 21Q: 3 clusters Score -1.65189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -16518907.000000 Penalty: 5836.221191
	Iteration 22Q: 3 clusters Score -1.651891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -16518911.000000 Penalty: 5836.221191
	Iteration 23Q: 3 clusters Score -1.651891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128571 members 
Entering Unmasked Estep 
Score: -16518915.000000 Penalty: 5836.221191
	Iteration 24Q: 3 clusters Score -1.651892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128573 members 
Entering Unmasked Estep 
Score: -16518927.000000 Penalty: 5836.221191
	Iteration 25Q: 3 clusters Score -1.651893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -16518916.000000 Penalty: 5836.221191
	Iteration 26Q: 3 clusters Score -1.651892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 128575 members 
Entering Unmasked Estep 
Score: -16518924.000000 Penalty: 5836.221191
	Iteration 27Q: 3 clusters Score -1.651892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 128577 members 
Entering Unmasked Estep 
Score: -16518925.000000 Penalty: 5836.221191
	Iteration 28Q: 3 clusters Score -1.651892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -16518929.000000 Penalty: 5836.221191
	Iteration 29Q: 3 clusters Score -1.651893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 128580 members 
Entering Unmasked Estep 
Score: -16518930.000000 Penalty: 5836.221191
	Iteration 30Q: 3 clusters Score -1.651893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -16518934.000000 Penalty: 5836.221191
	Iteration 31Q: 3 clusters Score -1.651893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -16518927.000000 Penalty: 5836.221191
	Iteration 32Q: 3 clusters Score -1.651893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -16518927.000000 Penalty: 5836.221191
	Iteration 33F: 3 clusters Score -1.651893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Entering Unmasked Estep 
Score: -1326516.375000 Penalty: 2307.733643
	Iteration 0F: 2 clusters Score -1326516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1318180.250000 Penalty: 4615.467285
	Iteration 0F: 3 clusters Score -1318180 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1320564.625000 Penalty: 4615.467285
	Iteration 1F: 3 clusters Score -1320565 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1320851.750000 Penalty: 4615.467285
	Iteration 2F: 3 clusters Score -1320852 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1321086.500000 Penalty: 4615.467285
	Iteration 3Q: 3 clusters Score -1321086 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1321311.875000 Penalty: 4615.467285
	Iteration 4Q: 3 clusters Score -1321312 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1321536.125000 Penalty: 4615.467285
	Iteration 5Q: 3 clusters Score -1321536 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1321745.250000 Penalty: 4615.467285
	Iteration 6Q: 3 clusters Score -1321745 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1321950.250000 Penalty: 4615.467285
	Iteration 7Q: 3 clusters Score -1321950 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1322199.875000 Penalty: 4615.467285
	Iteration 8Q: 3 clusters Score -1322200 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1322483.625000 Penalty: 4615.467285
	Iteration 9Q: 3 clusters Score -1322484 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1322766.000000 Penalty: 4615.467285
	Iteration 10Q: 3 clusters Score -1322766 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1323036.750000 Penalty: 4615.467285
	Iteration 11Q: 3 clusters Score -1323037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1323283.250000 Penalty: 4615.467285
	Iteration 12Q: 3 clusters Score -1323283 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1323509.750000 Penalty: 4615.467285
	Iteration 13Q: 3 clusters Score -1323510 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1323690.250000 Penalty: 4615.467285
	Iteration 14Q: 3 clusters Score -1323690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1323851.625000 Penalty: 4615.467285
	Iteration 15Q: 3 clusters Score -1323852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1323995.000000 Penalty: 4615.467285
	Iteration 16Q: 3 clusters Score -1323995 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1324111.125000 Penalty: 4615.467285
	Iteration 17Q: 3 clusters Score -1324111 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1324213.750000 Penalty: 4615.467285
	Iteration 18Q: 3 clusters Score -1324214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1324301.500000 Penalty: 4615.467285
	Iteration 19Q: 3 clusters Score -1324302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1324366.375000 Penalty: 4615.467285
	Iteration 20F: 3 clusters Score -1324366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1324425.125000 Penalty: 4615.467285
	Iteration 21Q: 3 clusters Score -1324425 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1324481.625000 Penalty: 4615.467285
	Iteration 22Q: 3 clusters Score -1324482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1324527.875000 Penalty: 4615.467285
	Iteration 23Q: 3 clusters Score -1324528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1324553.125000 Penalty: 4615.467285
	Iteration 24Q: 3 clusters Score -1324553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1324580.000000 Penalty: 4615.467285
	Iteration 25Q: 3 clusters Score -1324580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1324604.500000 Penalty: 4615.467285
	Iteration 26Q: 3 clusters Score -1324604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1324627.500000 Penalty: 4615.467285
	Iteration 27Q: 3 clusters Score -1324628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1324650.375000 Penalty: 4615.467285
	Iteration 28Q: 3 clusters Score -1324650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1324666.125000 Penalty: 4615.467285
	Iteration 29Q: 3 clusters Score -1324666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1324679.500000 Penalty: 4615.467285
	Iteration 30Q: 3 clusters Score -1324680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1324697.375000 Penalty: 4615.467285
	Iteration 31Q: 3 clusters Score -1324697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1324710.375000 Penalty: 4615.467285
	Iteration 32Q: 3 clusters Score -1324710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1324722.750000 Penalty: 4615.467285
	Iteration 33Q: 3 clusters Score -1324723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1324731.625000 Penalty: 4615.467285
	Iteration 34Q: 3 clusters Score -1324732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1324738.750000 Penalty: 4615.467285
	Iteration 35Q: 3 clusters Score -1324739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1324742.250000 Penalty: 4615.467285
	Iteration 36Q: 3 clusters Score -1324742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1324744.375000 Penalty: 4615.467285
	Iteration 37Q: 3 clusters Score -1324744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1324743.250000 Penalty: 4615.467285
	Iteration 38Q: 3 clusters Score -1324743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1324748.000000 Penalty: 4615.467285
	Iteration 39Q: 3 clusters Score -1324748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1324749.250000 Penalty: 4615.467285
	Iteration 40F: 3 clusters Score -1324749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1324750.500000 Penalty: 4615.467285
	Iteration 41Q: 3 clusters Score -1324750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1324752.625000 Penalty: 4615.467285
	Iteration 42Q: 3 clusters Score -1324753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1324752.375000 Penalty: 4615.467285
	Iteration 43Q: 3 clusters Score -1324752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1324749.875000 Penalty: 4615.467285
	Iteration 44Q: 3 clusters Score -1324750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1324750.875000 Penalty: 4615.467285
	Iteration 45Q: 3 clusters Score -1324751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1324751.875000 Penalty: 4615.467285
	Iteration 46Q: 3 clusters Score -1324752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1324751.375000 Penalty: 4615.467285
	Iteration 47Q: 3 clusters Score -1324751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1324751.375000 Penalty: 4615.467285
	Iteration 48F: 3 clusters Score -1324751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -278777.843750 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -278777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -275996.937500 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -275996.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -276552.968750 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -276553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276704.968750 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -276705 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276804.687500 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -276804.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -276865.937500 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -276865.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -276916.562500 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -276916.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -276945.937500 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -276945.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -276969.250000 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -276969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -276987.500000 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -276987.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -277002.906250 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -277002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -277011.593750 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -277011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -277018.593750 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -277018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277027.656250 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -277027.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -277036.031250 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -277036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277044.531250 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -277044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277048.843750 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -277048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -277053.468750 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -277053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -277056.812500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -277056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277058.968750 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -277059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -277063.875000 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -277063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -277067.968750 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -277068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -277071.531250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -277071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -277075.406250 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -277075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277078.968750 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -277079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -277081.687500 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -277081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -277084.968750 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -277085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -277087.312500 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -277087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -277088.312500 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -277088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -277088.093750 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -277088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -277088.406250 Penalty: 3839.800781
	Iteration 29Q: 3 clusters Score -277088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -277088.406250 Penalty: 3839.800781
	Iteration 30F: 3 clusters Score -277088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -32940.878906 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -32940.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31693.773438 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -31693.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31871.992188 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -31871.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32012.472656 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -32012.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32093.123047 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -32093.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32122.388672 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -32122.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32161.091797 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -32161.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32224.402344 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -32224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32267.078125 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -32267.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32313.626953 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -32313.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32412.601562 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -32412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32438.648438 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -32438.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32462.417969 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -32462.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32480.414062 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -32480.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32483.435547 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -32483.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32483.435547 Penalty: 2834.011475
	Iteration 14F: 3 clusters Score -32483.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Entering Unmasked Estep 
Score: -6236772.500000 Penalty: 2674.895752
	Iteration 0F: 2 clusters Score -6236772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6204337.000000 Penalty: 5349.791504
	Iteration 0F: 3 clusters Score -6204337 nChanged 22133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -6216680.000000 Penalty: 5349.791504
	Iteration 1F: 3 clusters Score -6216680 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -6217249.000000 Penalty: 5349.791504
	Iteration 2Q: 3 clusters Score -6217249 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6217826.500000 Penalty: 5349.791504
	Iteration 3Q: 3 clusters Score -6217826 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6218631.500000 Penalty: 5349.791504
	Iteration 4Q: 3 clusters Score -6218632 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -6219623.500000 Penalty: 5349.791504
	Iteration 5Q: 3 clusters Score -6219624 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -6220919.000000 Penalty: 5349.791504
	Iteration 6F: 3 clusters Score -6220919 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -6222912.000000 Penalty: 5349.791504
	Iteration 7F: 3 clusters Score -6222912 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -6225439.000000 Penalty: 5349.791504
	Iteration 8F: 3 clusters Score -6225439 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6227983.500000 Penalty: 5349.791504
	Iteration 9F: 3 clusters Score -6227984 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -6229883.500000 Penalty: 5349.791504
	Iteration 10F: 3 clusters Score -6229884 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -6230972.000000 Penalty: 5349.791504
	Iteration 11Q: 3 clusters Score -6230972 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -6231607.000000 Penalty: 5349.791504
	Iteration 12Q: 3 clusters Score -6231607 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6232071.000000 Penalty: 5349.791504
	Iteration 13Q: 3 clusters Score -6232071 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -6232422.500000 Penalty: 5349.791504
	Iteration 14Q: 3 clusters Score -6232422 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6232672.000000 Penalty: 5349.791504
	Iteration 15Q: 3 clusters Score -6232672 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -6232870.500000 Penalty: 5349.791504
	Iteration 16Q: 3 clusters Score -6232870 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -6233048.500000 Penalty: 5349.791504
	Iteration 17Q: 3 clusters Score -6233048 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -6233211.000000 Penalty: 5349.791504
	Iteration 18Q: 3 clusters Score -6233211 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -6233333.500000 Penalty: 5349.791504
	Iteration 19Q: 3 clusters Score -6233334 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6233427.000000 Penalty: 5349.791504
	Iteration 20F: 3 clusters Score -6233427 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -6233544.000000 Penalty: 5349.791504
	Iteration 21Q: 3 clusters Score -6233544 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6233639.000000 Penalty: 5349.791504
	Iteration 22Q: 3 clusters Score -6233639 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6233748.000000 Penalty: 5349.791504
	Iteration 23Q: 3 clusters Score -6233748 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6233869.500000 Penalty: 5349.791504
	Iteration 24Q: 3 clusters Score -6233870 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6233949.000000 Penalty: 5349.791504
	Iteration 25Q: 3 clusters Score -6233949 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6234019.000000 Penalty: 5349.791504
	Iteration 26Q: 3 clusters Score -6234019 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6234079.500000 Penalty: 5349.791504
	Iteration 27Q: 3 clusters Score -6234080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6234124.500000 Penalty: 5349.791504
	Iteration 28Q: 3 clusters Score -6234124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6234152.500000 Penalty: 5349.791504
	Iteration 29Q: 3 clusters Score -6234152 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6234201.500000 Penalty: 5349.791504
	Iteration 30Q: 3 clusters Score -6234202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6234237.500000 Penalty: 5349.791504
	Iteration 31Q: 3 clusters Score -6234238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6234274.000000 Penalty: 5349.791504
	Iteration 32Q: 3 clusters Score -6234274 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6234310.000000 Penalty: 5349.791504
	Iteration 33Q: 3 clusters Score -6234310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6234348.000000 Penalty: 5349.791504
	Iteration 34Q: 3 clusters Score -6234348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6234367.500000 Penalty: 5349.791504
	Iteration 35Q: 3 clusters Score -6234368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6234392.000000 Penalty: 5349.791504
	Iteration 36Q: 3 clusters Score -6234392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6234435.500000 Penalty: 5349.791504
	Iteration 37Q: 3 clusters Score -6234436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6234469.500000 Penalty: 5349.791504
	Iteration 38Q: 3 clusters Score -6234470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6234485.500000 Penalty: 5349.791504
	Iteration 39Q: 3 clusters Score -6234486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6234498.000000 Penalty: 5349.791504
	Iteration 40F: 3 clusters Score -6234498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6234513.000000 Penalty: 5349.791504
	Iteration 41Q: 3 clusters Score -6234513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6234525.000000 Penalty: 5349.791504
	Iteration 42Q: 3 clusters Score -6234525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6234531.500000 Penalty: 5349.791504
	Iteration 43Q: 3 clusters Score -6234532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6234525.500000 Penalty: 5349.791504
	Iteration 44Q: 3 clusters Score -6234526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6234525.000000 Penalty: 5349.791504
	Iteration 45Q: 3 clusters Score -6234525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6234533.500000 Penalty: 5349.791504
	Iteration 46Q: 3 clusters Score -6234534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6234543.500000 Penalty: 5349.791504
	Iteration 47Q: 3 clusters Score -6234544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6234552.500000 Penalty: 5349.791504
	Iteration 48Q: 3 clusters Score -6234552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6234546.500000 Penalty: 5349.791504
	Iteration 49Q: 3 clusters Score -6234546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6234556.000000 Penalty: 5349.791504
	Iteration 50Q: 3 clusters Score -6234556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6234557.500000 Penalty: 5349.791504
	Iteration 51Q: 3 clusters Score -6234558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6234542.000000 Penalty: 5349.791504
	Iteration 52Q: 3 clusters Score -6234542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6234552.500000 Penalty: 5349.791504
	Iteration 53Q: 3 clusters Score -6234552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6234560.000000 Penalty: 5349.791504
	Iteration 54Q: 3 clusters Score -6234560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6234563.000000 Penalty: 5349.791504
	Iteration 55Q: 3 clusters Score -6234563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6234567.000000 Penalty: 5349.791504
	Iteration 56Q: 3 clusters Score -6234567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6234573.000000 Penalty: 5349.791504
	Iteration 57Q: 3 clusters Score -6234573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6234572.000000 Penalty: 5349.791504
	Iteration 58Q: 3 clusters Score -6234572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6234576.000000 Penalty: 5349.791504
	Iteration 59Q: 3 clusters Score -6234576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6234569.000000 Penalty: 5349.791504
	Iteration 60F: 3 clusters Score -6234569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6234568.500000 Penalty: 5349.791504
	Iteration 61Q: 3 clusters Score -6234568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6234578.500000 Penalty: 5349.791504
	Iteration 62Q: 3 clusters Score -6234578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6234587.500000 Penalty: 5349.791504
	Iteration 63Q: 3 clusters Score -6234588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6234593.500000 Penalty: 5349.791504
	Iteration 64Q: 3 clusters Score -6234594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6234589.000000 Penalty: 5349.791504
	Iteration 65Q: 3 clusters Score -6234589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6234590.500000 Penalty: 5349.791504
	Iteration 66Q: 3 clusters Score -6234590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6234590.500000 Penalty: 5349.791504
	Iteration 67F: 3 clusters Score -6234590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -2156036.250000 Penalty: 2410.928467
	Iteration 0F: 2 clusters Score -2156036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2144103.500000 Penalty: 4821.856934
	Iteration 0F: 3 clusters Score -2144104 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2147983.250000 Penalty: 4821.856934
	Iteration 1F: 3 clusters Score -2147983 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2148369.750000 Penalty: 4821.856934
	Iteration 2F: 3 clusters Score -2148370 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2148753.000000 Penalty: 4821.856934
	Iteration 3F: 3 clusters Score -2148753 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2149167.750000 Penalty: 4821.856934
	Iteration 4Q: 3 clusters Score -2149168 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2149680.250000 Penalty: 4821.856934
	Iteration 5F: 3 clusters Score -2149680 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2150243.750000 Penalty: 4821.856934
	Iteration 6F: 3 clusters Score -2150244 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2150877.500000 Penalty: 4821.856934
	Iteration 7F: 3 clusters Score -2150878 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2151564.000000 Penalty: 4821.856934
	Iteration 8F: 3 clusters Score -2151564 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2152323.250000 Penalty: 4821.856934
	Iteration 9F: 3 clusters Score -2152323 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2153046.250000 Penalty: 4821.856934
	Iteration 10F: 3 clusters Score -2153046 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2153645.500000 Penalty: 4821.856934
	Iteration 11Q: 3 clusters Score -2153646 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2154099.500000 Penalty: 4821.856934
	Iteration 12Q: 3 clusters Score -2154100 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2154444.500000 Penalty: 4821.856934
	Iteration 13Q: 3 clusters Score -2154444 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2154715.000000 Penalty: 4821.856934
	Iteration 14Q: 3 clusters Score -2154715 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2154895.750000 Penalty: 4821.856934
	Iteration 15Q: 3 clusters Score -2154896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2155050.750000 Penalty: 4821.856934
	Iteration 16Q: 3 clusters Score -2155051 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2155156.500000 Penalty: 4821.856934
	Iteration 17Q: 3 clusters Score -2155156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2155227.000000 Penalty: 4821.856934
	Iteration 18Q: 3 clusters Score -2155227 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2155282.500000 Penalty: 4821.856934
	Iteration 19Q: 3 clusters Score -2155282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2155330.250000 Penalty: 4821.856934
	Iteration 20F: 3 clusters Score -2155330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2155359.000000 Penalty: 4821.856934
	Iteration 21Q: 3 clusters Score -2155359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2155374.000000 Penalty: 4821.856934
	Iteration 22Q: 3 clusters Score -2155374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2155389.500000 Penalty: 4821.856934
	Iteration 23Q: 3 clusters Score -2155390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2155392.750000 Penalty: 4821.856934
	Iteration 24Q: 3 clusters Score -2155393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2155399.750000 Penalty: 4821.856934
	Iteration 25Q: 3 clusters Score -2155400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2155400.000000 Penalty: 4821.856934
	Iteration 26Q: 3 clusters Score -2155400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2155400.000000 Penalty: 4821.856934
	Iteration 27Q: 3 clusters Score -2155400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2155403.250000 Penalty: 4821.856934
	Iteration 28Q: 3 clusters Score -2155403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2155406.250000 Penalty: 4821.856934
	Iteration 29Q: 3 clusters Score -2155406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2155408.000000 Penalty: 4821.856934
	Iteration 30Q: 3 clusters Score -2155408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2155410.000000 Penalty: 4821.856934
	Iteration 31Q: 3 clusters Score -2155410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2155410.000000 Penalty: 4821.856934
	Iteration 32Q: 3 clusters Score -2155410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2155419.250000 Penalty: 4821.856934
	Iteration 33Q: 3 clusters Score -2155419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2155422.750000 Penalty: 4821.856934
	Iteration 34Q: 3 clusters Score -2155423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2155422.750000 Penalty: 4821.856934
	Iteration 35Q: 3 clusters Score -2155423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2155422.750000 Penalty: 4821.856934
	Iteration 36F: 3 clusters Score -2155423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -828675.875000 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -828675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -823214.500000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -823214.5 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -824617.375000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -824617.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -824822.875000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -824822.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -824946.687500 Penalty: 4353.437988
	Iteration 3Q: 3 clusters Score -824946.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -825033.375000 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -825033.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -825100.937500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -825100.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -825157.562500 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -825157.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -825199.187500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -825199.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -825235.687500 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -825235.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -825273.875000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -825273.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -825303.375000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -825303.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -825323.375000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -825323.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -825342.750000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -825342.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -825366.312500 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -825366.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -825389.187500 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -825389.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -825405.562500 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -825405.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -825427.812500 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -825427.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -825454.187500 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -825454.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -825480.187500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -825480.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -825510.187500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -825510.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -825536.750000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -825536.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -825560.500000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -825560.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -825590.437500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -825590.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -825621.937500 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -825621.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -825655.250000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -825655.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -825694.125000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -825694.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -825736.687500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -825736.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -825771.937500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -825771.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -825830.062500 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -825830.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -825886.500000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -825886.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -825939.875000 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -825939.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -825988.500000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -825988.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -826030.250000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -826030.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -826067.750000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -826067.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -826108.562500 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -826108.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -826144.000000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -826144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -826179.437500 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -826179.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -826220.375000 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -826220.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -826265.750000 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -826265.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -826312.062500 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -826312.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -826345.625000 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -826345.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -826383.750000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -826383.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -826412.375000 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -826412.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -826439.937500 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -826439.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -826463.625000 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -826463.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -826484.625000 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -826484.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -826510.062500 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -826510.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -826529.562500 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -826529.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -826541.625000 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -826541.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -826553.625000 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -826553.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -826567.562500 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -826567.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -826581.312500 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -826581.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -826589.250000 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -826589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -826597.625000 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -826597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -826606.812500 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -826606.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -826621.812500 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -826621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -826630.437500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -826630.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -826642.875000 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -826642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -826653.000000 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -826653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -826660.000000 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -826660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -826667.562500 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -826667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -826675.250000 Penalty: 4353.437988
	Iteration 61Q: 3 clusters Score -826675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -826678.750000 Penalty: 4353.437988
	Iteration 62Q: 3 clusters Score -826678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -826684.312500 Penalty: 4353.437988
	Iteration 63Q: 3 clusters Score -826684.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -826694.562500 Penalty: 4353.437988
	Iteration 64Q: 3 clusters Score -826694.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -826699.562500 Penalty: 4353.437988
	Iteration 65Q: 3 clusters Score -826699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -826702.687500 Penalty: 4353.437988
	Iteration 66Q: 3 clusters Score -826702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -826712.250000 Penalty: 4353.437988
	Iteration 67Q: 3 clusters Score -826712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -826716.437500 Penalty: 4353.437988
	Iteration 68Q: 3 clusters Score -826716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -826719.500000 Penalty: 4353.437988
	Iteration 69Q: 3 clusters Score -826719.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -826725.125000 Penalty: 4353.437988
	Iteration 70Q: 3 clusters Score -826725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -826727.125000 Penalty: 4353.437988
	Iteration 71Q: 3 clusters Score -826727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -826728.625000 Penalty: 4353.437988
	Iteration 72Q: 3 clusters Score -826728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -826727.375000 Penalty: 4353.437988
	Iteration 73Q: 3 clusters Score -826727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -826727.375000 Penalty: 4353.437988
	Iteration 74F: 3 clusters Score -826727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (276011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276011 members 
Entering Unmasked Estep 
Score: -35121456.000000 Penalty: 3106.992676
	Iteration 0F: 2 clusters Score -3.512146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138066 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -34951244.000000 Penalty: 6213.985352
	Iteration 0F: 3 clusters Score -3.495124e+07 nChanged 133535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139319 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -35030276.000000 Penalty: 6213.985352
	Iteration 1F: 3 clusters Score -3.503028e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -35031272.000000 Penalty: 6213.985352
	Iteration 2Q: 3 clusters Score -3.503127e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -35032524.000000 Penalty: 6213.985352
	Iteration 3Q: 3 clusters Score -3.503252e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -35034004.000000 Penalty: 6213.985352
	Iteration 4Q: 3 clusters Score -3.5034e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 126440 members 
Entering Unmasked Estep 
Score: -35036408.000000 Penalty: 6213.985352
	Iteration 5Q: 3 clusters Score -3.503641e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -35039488.000000 Penalty: 6213.985352
	Iteration 6Q: 3 clusters Score -3.503949e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -35044532.000000 Penalty: 6213.985352
	Iteration 7Q: 3 clusters Score -3.504453e+07 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -35052420.000000 Penalty: 6213.985352
	Iteration 8F: 3 clusters Score -3.505242e+07 nChanged 18284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -35062708.000000 Penalty: 6213.985352
	Iteration 9F: 3 clusters Score -3.506271e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214826 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -35074728.000000 Penalty: 6213.985352
	Iteration 10F: 3 clusters Score -3.507473e+07 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231251 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -35086760.000000 Penalty: 6213.985352
	Iteration 11F: 3 clusters Score -3.508676e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244403 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -35097268.000000 Penalty: 6213.985352
	Iteration 12Q: 3 clusters Score -3.509727e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253689 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -35104272.000000 Penalty: 6213.985352
	Iteration 13Q: 3 clusters Score -3.510427e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259628 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -35109184.000000 Penalty: 6213.985352
	Iteration 14Q: 3 clusters Score -3.510918e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263345 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -35112128.000000 Penalty: 6213.985352
	Iteration 15Q: 3 clusters Score -3.511213e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265826 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -35113832.000000 Penalty: 6213.985352
	Iteration 16Q: 3 clusters Score -3.511383e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267589 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -35115132.000000 Penalty: 6213.985352
	Iteration 17Q: 3 clusters Score -3.511513e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268927 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -35115772.000000 Penalty: 6213.985352
	Iteration 18Q: 3 clusters Score -3.511577e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269957 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -35116396.000000 Penalty: 6213.985352
	Iteration 19Q: 3 clusters Score -3.51164e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270746 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -35116880.000000 Penalty: 6213.985352
	Iteration 20F: 3 clusters Score -3.511688e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271401 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -35117364.000000 Penalty: 6213.985352
	Iteration 21Q: 3 clusters Score -3.511736e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271924 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -35117628.000000 Penalty: 6213.985352
	Iteration 22Q: 3 clusters Score -3.511763e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272336 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -35117964.000000 Penalty: 6213.985352
	Iteration 23Q: 3 clusters Score -3.511796e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272677 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -35118124.000000 Penalty: 6213.985352
	Iteration 24Q: 3 clusters Score -3.511812e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272944 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -35118256.000000 Penalty: 6213.985352
	Iteration 25Q: 3 clusters Score -3.511826e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273160 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -35118344.000000 Penalty: 6213.985352
	Iteration 26Q: 3 clusters Score -3.511834e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273341 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -35118416.000000 Penalty: 6213.985352
	Iteration 27Q: 3 clusters Score -3.511842e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273501 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -35118504.000000 Penalty: 6213.985352
	Iteration 28Q: 3 clusters Score -3.51185e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273629 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -35118580.000000 Penalty: 6213.985352
	Iteration 29Q: 3 clusters Score -3.511858e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273749 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -35118680.000000 Penalty: 6213.985352
	Iteration 30Q: 3 clusters Score -3.511868e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273847 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -35118700.000000 Penalty: 6213.985352
	Iteration 31Q: 3 clusters Score -3.51187e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273925 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -35118672.000000 Penalty: 6213.985352
	Iteration 32Q: 3 clusters Score -3.511867e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273985 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -35118720.000000 Penalty: 6213.985352
	Iteration 33Q: 3 clusters Score -3.511872e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274046 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -35118744.000000 Penalty: 6213.985352
	Iteration 34Q: 3 clusters Score -3.511874e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274080 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -35118760.000000 Penalty: 6213.985352
	Iteration 35Q: 3 clusters Score -3.511876e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274105 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -35118780.000000 Penalty: 6213.985352
	Iteration 36Q: 3 clusters Score -3.511878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274117 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -35118792.000000 Penalty: 6213.985352
	Iteration 37Q: 3 clusters Score -3.511879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274131 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -35118776.000000 Penalty: 6213.985352
	Iteration 38Q: 3 clusters Score -3.511878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274147 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -35118792.000000 Penalty: 6213.985352
	Iteration 39Q: 3 clusters Score -3.511879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274162 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -35118784.000000 Penalty: 6213.985352
	Iteration 40F: 3 clusters Score -3.511878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274176 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -35118780.000000 Penalty: 6213.985352
	Iteration 41Q: 3 clusters Score -3.511878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -35118804.000000 Penalty: 6213.985352
	Iteration 42Q: 3 clusters Score -3.51188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274196 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -35118804.000000 Penalty: 6213.985352
	Iteration 43Q: 3 clusters Score -3.51188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274209 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -35118808.000000 Penalty: 6213.985352
	Iteration 44Q: 3 clusters Score -3.511881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274228 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -35118836.000000 Penalty: 6213.985352
	Iteration 45Q: 3 clusters Score -3.511884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274240 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -35118816.000000 Penalty: 6213.985352
	Iteration 46Q: 3 clusters Score -3.511882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274252 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -35118824.000000 Penalty: 6213.985352
	Iteration 47Q: 3 clusters Score -3.511882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274263 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -35118856.000000 Penalty: 6213.985352
	Iteration 48Q: 3 clusters Score -3.511886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274279 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -35118832.000000 Penalty: 6213.985352
	Iteration 49Q: 3 clusters Score -3.511883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274288 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -35118840.000000 Penalty: 6213.985352
	Iteration 50Q: 3 clusters Score -3.511884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274292 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -35118836.000000 Penalty: 6213.985352
	Iteration 51Q: 3 clusters Score -3.511884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274301 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -35118824.000000 Penalty: 6213.985352
	Iteration 52Q: 3 clusters Score -3.511882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274304 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -35118852.000000 Penalty: 6213.985352
	Iteration 53Q: 3 clusters Score -3.511885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274308 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -35118816.000000 Penalty: 6213.985352
	Iteration 54Q: 3 clusters Score -3.511882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274311 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -35118824.000000 Penalty: 6213.985352
	Iteration 55Q: 3 clusters Score -3.511882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274312 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -35118828.000000 Penalty: 6213.985352
	Iteration 56Q: 3 clusters Score -3.511883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274318 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -35118820.000000 Penalty: 6213.985352
	Iteration 57Q: 3 clusters Score -3.511882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274320 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -35118820.000000 Penalty: 6213.985352
	Iteration 58Q: 3 clusters Score -3.511882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274324 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -35118832.000000 Penalty: 6213.985352
	Iteration 59Q: 3 clusters Score -3.511883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -35118836.000000 Penalty: 6213.985352
	Iteration 60F: 3 clusters Score -3.511884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274335 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -35118860.000000 Penalty: 6213.985352
	Iteration 61Q: 3 clusters Score -3.511886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274337 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -35118848.000000 Penalty: 6213.985352
	Iteration 62Q: 3 clusters Score -3.511885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274341 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -35118856.000000 Penalty: 6213.985352
	Iteration 63Q: 3 clusters Score -3.511886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -35118860.000000 Penalty: 6213.985352
	Iteration 64Q: 3 clusters Score -3.511886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274353 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -35118848.000000 Penalty: 6213.985352
	Iteration 65Q: 3 clusters Score -3.511885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274359 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -35118860.000000 Penalty: 6213.985352
	Iteration 66Q: 3 clusters Score -3.511886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274367 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -35118864.000000 Penalty: 6213.985352
	Iteration 67Q: 3 clusters Score -3.511886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274380 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -35118876.000000 Penalty: 6213.985352
	Iteration 68Q: 3 clusters Score -3.511888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274388 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -35118892.000000 Penalty: 6213.985352
	Iteration 69Q: 3 clusters Score -3.511889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274397 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -35118872.000000 Penalty: 6213.985352
	Iteration 70Q: 3 clusters Score -3.511887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274402 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -35118888.000000 Penalty: 6213.985352
	Iteration 71Q: 3 clusters Score -3.511889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274407 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -35118896.000000 Penalty: 6213.985352
	Iteration 72Q: 3 clusters Score -3.51189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274413 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -35118892.000000 Penalty: 6213.985352
	Iteration 73Q: 3 clusters Score -3.511889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274417 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -35118884.000000 Penalty: 6213.985352
	Iteration 74Q: 3 clusters Score -3.511888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274420 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -35118872.000000 Penalty: 6213.985352
	Iteration 75Q: 3 clusters Score -3.511887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274422 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -35118904.000000 Penalty: 6213.985352
	Iteration 76Q: 3 clusters Score -3.51189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274422 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -35118904.000000 Penalty: 6213.985352
	Iteration 77F: 3 clusters Score -3.51189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Entering Unmasked Estep 
Score: -12684278.000000 Penalty: 2852.113525
	Iteration 0F: 2 clusters Score -1.268428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -12618342.000000 Penalty: 5704.227051
	Iteration 0F: 3 clusters Score -1.261834e+07 nChanged 46727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -12644788.000000 Penalty: 5704.227051
	Iteration 1F: 3 clusters Score -1.264479e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -12645617.000000 Penalty: 5704.227051
	Iteration 2Q: 3 clusters Score -1.264562e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -12646707.000000 Penalty: 5704.227051
	Iteration 3Q: 3 clusters Score -1.264671e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -12648667.000000 Penalty: 5704.227051
	Iteration 4Q: 3 clusters Score -1.264867e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -12652065.000000 Penalty: 5704.227051
	Iteration 5F: 3 clusters Score -1.265206e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -12657850.000000 Penalty: 5704.227051
	Iteration 6F: 3 clusters Score -1.265785e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -12665892.000000 Penalty: 5704.227051
	Iteration 7F: 3 clusters Score -1.266589e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -12673653.000000 Penalty: 5704.227051
	Iteration 8F: 3 clusters Score -1.267365e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -12678446.000000 Penalty: 5704.227051
	Iteration 9Q: 3 clusters Score -1.267845e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -12680425.000000 Penalty: 5704.227051
	Iteration 10Q: 3 clusters Score -1.268042e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -12681158.000000 Penalty: 5704.227051
	Iteration 11Q: 3 clusters Score -1.268116e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -12681395.000000 Penalty: 5704.227051
	Iteration 12Q: 3 clusters Score -1.26814e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -12681573.000000 Penalty: 5704.227051
	Iteration 13Q: 3 clusters Score -1.268157e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -12681659.000000 Penalty: 5704.227051
	Iteration 14Q: 3 clusters Score -1.268166e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -12681691.000000 Penalty: 5704.227051
	Iteration 15Q: 3 clusters Score -1.268169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -12681724.000000 Penalty: 5704.227051
	Iteration 16Q: 3 clusters Score -1.268172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -12681746.000000 Penalty: 5704.227051
	Iteration 17Q: 3 clusters Score -1.268175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -12681756.000000 Penalty: 5704.227051
	Iteration 18Q: 3 clusters Score -1.268176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -12681755.000000 Penalty: 5704.227051
	Iteration 19Q: 3 clusters Score -1.268176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -12681764.000000 Penalty: 5704.227051
	Iteration 20F: 3 clusters Score -1.268176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -12681763.000000 Penalty: 5704.227051
	Iteration 21Q: 3 clusters Score -1.268176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -12681771.000000 Penalty: 5704.227051
	Iteration 22Q: 3 clusters Score -1.268177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -12681772.000000 Penalty: 5704.227051
	Iteration 23Q: 3 clusters Score -1.268177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12681775.000000 Penalty: 5704.227051
	Iteration 24Q: 3 clusters Score -1.268178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12681775.000000 Penalty: 5704.227051
	Iteration 25F: 3 clusters Score -1.268178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Entering Unmasked Estep 
Score: -6292605.000000 Penalty: 2685.300781
	Iteration 0F: 2 clusters Score -6292605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -6258690.000000 Penalty: 5370.601562
	Iteration 0F: 3 clusters Score -6258690 nChanged 23155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6271721.000000 Penalty: 5370.601562
	Iteration 1F: 3 clusters Score -6271721 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6272416.000000 Penalty: 5370.601562
	Iteration 2Q: 3 clusters Score -6272416 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -6273171.000000 Penalty: 5370.601562
	Iteration 3Q: 3 clusters Score -6273171 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6274020.500000 Penalty: 5370.601562
	Iteration 4Q: 3 clusters Score -6274020 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6274894.500000 Penalty: 5370.601562
	Iteration 5Q: 3 clusters Score -6274894 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6275939.000000 Penalty: 5370.601562
	Iteration 6Q: 3 clusters Score -6275939 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6277060.000000 Penalty: 5370.601562
	Iteration 7F: 3 clusters Score -6277060 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6278285.500000 Penalty: 5370.601562
	Iteration 8F: 3 clusters Score -6278286 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -6279686.500000 Penalty: 5370.601562
	Iteration 9F: 3 clusters Score -6279686 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -6281212.000000 Penalty: 5370.601562
	Iteration 10F: 3 clusters Score -6281212 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -6282860.000000 Penalty: 5370.601562
	Iteration 11F: 3 clusters Score -6282860 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -6284597.000000 Penalty: 5370.601562
	Iteration 12Q: 3 clusters Score -6284597 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -6286467.500000 Penalty: 5370.601562
	Iteration 13Q: 3 clusters Score -6286468 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6288324.000000 Penalty: 5370.601562
	Iteration 14Q: 3 clusters Score -6288324 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6289542.000000 Penalty: 5370.601562
	Iteration 15Q: 3 clusters Score -6289542 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6290035.500000 Penalty: 5370.601562
	Iteration 16Q: 3 clusters Score -6290036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6290288.000000 Penalty: 5370.601562
	Iteration 17Q: 3 clusters Score -6290288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6290437.000000 Penalty: 5370.601562
	Iteration 18Q: 3 clusters Score -6290437 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6290514.000000 Penalty: 5370.601562
	Iteration 19Q: 3 clusters Score -6290514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6290599.000000 Penalty: 5370.601562
	Iteration 20F: 3 clusters Score -6290599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6290651.000000 Penalty: 5370.601562
	Iteration 21Q: 3 clusters Score -6290651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6290677.500000 Penalty: 5370.601562
	Iteration 22Q: 3 clusters Score -6290678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6290694.500000 Penalty: 5370.601562
	Iteration 23Q: 3 clusters Score -6290694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6290705.000000 Penalty: 5370.601562
	Iteration 24Q: 3 clusters Score -6290705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6290712.500000 Penalty: 5370.601562
	Iteration 25Q: 3 clusters Score -6290712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6290715.000000 Penalty: 5370.601562
	Iteration 26Q: 3 clusters Score -6290715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6290726.000000 Penalty: 5370.601562
	Iteration 27Q: 3 clusters Score -6290726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6290730.000000 Penalty: 5370.601562
	Iteration 28Q: 3 clusters Score -6290730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6290724.000000 Penalty: 5370.601562
	Iteration 29Q: 3 clusters Score -6290724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6290733.000000 Penalty: 5370.601562
	Iteration 30Q: 3 clusters Score -6290733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6290742.500000 Penalty: 5370.601562
	Iteration 31Q: 3 clusters Score -6290742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6290741.000000 Penalty: 5370.601562
	Iteration 32Q: 3 clusters Score -6290741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6290744.500000 Penalty: 5370.601562
	Iteration 33Q: 3 clusters Score -6290744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6290742.000000 Penalty: 5370.601562
	Iteration 34Q: 3 clusters Score -6290742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6290753.000000 Penalty: 5370.601562
	Iteration 35Q: 3 clusters Score -6290753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6290758.500000 Penalty: 5370.601562
	Iteration 36Q: 3 clusters Score -6290758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6290754.500000 Penalty: 5370.601562
	Iteration 37Q: 3 clusters Score -6290754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6290757.000000 Penalty: 5370.601562
	Iteration 38Q: 3 clusters Score -6290757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6290765.500000 Penalty: 5370.601562
	Iteration 39Q: 3 clusters Score -6290766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6290768.000000 Penalty: 5370.601562
	Iteration 40F: 3 clusters Score -6290768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6290772.500000 Penalty: 5370.601562
	Iteration 41Q: 3 clusters Score -6290772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6290782.500000 Penalty: 5370.601562
	Iteration 42Q: 3 clusters Score -6290782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6290790.000000 Penalty: 5370.601562
	Iteration 43Q: 3 clusters Score -6290790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6290788.500000 Penalty: 5370.601562
	Iteration 44Q: 3 clusters Score -6290788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6290788.500000 Penalty: 5370.601562
	Iteration 45F: 3 clusters Score -6290788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -44603.710938 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -44603.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43219.371094 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -43219.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43348.671875 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -43348.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43394.914062 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -43394.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43411.394531 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -43411.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43414.605469 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -43414.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43414.605469 Penalty: 2976.701660
	Iteration 5F: 3 clusters Score -43414.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -120409.765625 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -120409.8 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 472 members 
Entering Unmasked Estep 
Score: -118463.523438 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -118463.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118718.406250 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -118718.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118789.351562 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -118789.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118835.953125 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -118836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118866.406250 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -118866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118885.343750 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -118885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118894.445312 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -118894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118905.296875 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -118905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118912.804688 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -118912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118920.132812 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -118920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118924.687500 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -118924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118929.273438 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -118929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118930.718750 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -118930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118931.875000 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -118931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118931.875000 Penalty: 3411.138916
	Iteration 14F: 3 clusters Score -118931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -115074.617188 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -115074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113220.429688 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -113220.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113521.023438 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -113521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113592.960938 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -113593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113643.476562 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -113643.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113684.781250 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -113684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113717.000000 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -113717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113760.335938 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -113760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113791.117188 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -113791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113812.359375 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -113812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113832.992188 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -113833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113855.234375 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -113855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113872.320312 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -113872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113906.476562 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -113906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113927.117188 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -113927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113948.460938 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -113948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113977.578125 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -113977.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114025.132812 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -114025.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114067.843750 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -114067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114099.835938 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -114099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114143.695312 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -114143.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114232.898438 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -114232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114414.125000 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -114414.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114562.179688 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -114562.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114666.265625 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -114666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114712.609375 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -114712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114716.210938 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -114716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114721.539062 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -114721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114724.304688 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -114724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114724.304688 Penalty: 3397.136963
	Iteration 28F: 3 clusters Score -114724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -647844.500000 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -647844.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -643332.812500 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -643332.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -644391.875000 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -644391.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -644570.937500 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -644570.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -644695.437500 Penalty: 4222.739258
	Iteration 3Q: 3 clusters Score -644695.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -644781.187500 Penalty: 4222.739258
	Iteration 4Q: 3 clusters Score -644781.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -644850.312500 Penalty: 4222.739258
	Iteration 5Q: 3 clusters Score -644850.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -644911.187500 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -644911.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -644951.375000 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -644951.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -644989.062500 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -644989.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -645040.687500 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -645040.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -645085.875000 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -645085.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -645127.375000 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -645127.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -645180.000000 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -645180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -645243.250000 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -645243.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -645296.125000 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -645296.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -645346.937500 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -645346.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -645400.750000 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -645400.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -645451.062500 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -645451.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -645504.250000 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -645504.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -645552.812500 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -645552.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -645592.250000 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -645592.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -645631.125000 Penalty: 4222.739258
	Iteration 21Q: 3 clusters Score -645631.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -645660.437500 Penalty: 4222.739258
	Iteration 22Q: 3 clusters Score -645660.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -645684.000000 Penalty: 4222.739258
	Iteration 23Q: 3 clusters Score -645684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -645707.625000 Penalty: 4222.739258
	Iteration 24Q: 3 clusters Score -645707.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -645729.250000 Penalty: 4222.739258
	Iteration 25Q: 3 clusters Score -645729.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -645751.562500 Penalty: 4222.739258
	Iteration 26Q: 3 clusters Score -645751.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -645773.125000 Penalty: 4222.739258
	Iteration 27Q: 3 clusters Score -645773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -645786.187500 Penalty: 4222.739258
	Iteration 28Q: 3 clusters Score -645786.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -645796.937500 Penalty: 4222.739258
	Iteration 29Q: 3 clusters Score -645796.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -645813.062500 Penalty: 4222.739258
	Iteration 30Q: 3 clusters Score -645813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -645823.250000 Penalty: 4222.739258
	Iteration 31Q: 3 clusters Score -645823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -645829.312500 Penalty: 4222.739258
	Iteration 32Q: 3 clusters Score -645829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -645835.437500 Penalty: 4222.739258
	Iteration 33Q: 3 clusters Score -645835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -645844.375000 Penalty: 4222.739258
	Iteration 34Q: 3 clusters Score -645844.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -645856.875000 Penalty: 4222.739258
	Iteration 35Q: 3 clusters Score -645856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -645870.687500 Penalty: 4222.739258
	Iteration 36Q: 3 clusters Score -645870.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -645880.437500 Penalty: 4222.739258
	Iteration 37Q: 3 clusters Score -645880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -645884.125000 Penalty: 4222.739258
	Iteration 38Q: 3 clusters Score -645884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -645889.687500 Penalty: 4222.739258
	Iteration 39Q: 3 clusters Score -645889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -645893.937500 Penalty: 4222.739258
	Iteration 40F: 3 clusters Score -645893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -645899.187500 Penalty: 4222.739258
	Iteration 41Q: 3 clusters Score -645899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -645904.187500 Penalty: 4222.739258
	Iteration 42Q: 3 clusters Score -645904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -645910.250000 Penalty: 4222.739258
	Iteration 43Q: 3 clusters Score -645910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -645916.125000 Penalty: 4222.739258
	Iteration 44Q: 3 clusters Score -645916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -645920.000000 Penalty: 4222.739258
	Iteration 45Q: 3 clusters Score -645920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -645923.125000 Penalty: 4222.739258
	Iteration 46Q: 3 clusters Score -645923.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -645927.000000 Penalty: 4222.739258
	Iteration 47Q: 3 clusters Score -645927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -645928.875000 Penalty: 4222.739258
	Iteration 48Q: 3 clusters Score -645928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -645931.625000 Penalty: 4222.739258
	Iteration 49Q: 3 clusters Score -645931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -645932.625000 Penalty: 4222.739258
	Iteration 50Q: 3 clusters Score -645932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -645932.500000 Penalty: 4222.739258
	Iteration 51Q: 3 clusters Score -645932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -645932.437500 Penalty: 4222.739258
	Iteration 52Q: 3 clusters Score -645932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -645932.437500 Penalty: 4222.739258
	Iteration 53F: 3 clusters Score -645932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Entering Unmasked Estep 
Score: -2919860.500000 Penalty: 2485.550537
	Iteration 0F: 2 clusters Score -2919860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2904226.500000 Penalty: 4971.101074
	Iteration 0F: 3 clusters Score -2904226 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2909462.250000 Penalty: 4971.101074
	Iteration 1F: 3 clusters Score -2909462 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2909794.250000 Penalty: 4971.101074
	Iteration 2Q: 3 clusters Score -2909794 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2910048.750000 Penalty: 4971.101074
	Iteration 3Q: 3 clusters Score -2910049 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2910290.750000 Penalty: 4971.101074
	Iteration 4Q: 3 clusters Score -2910291 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2910484.250000 Penalty: 4971.101074
	Iteration 5Q: 3 clusters Score -2910484 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2910673.250000 Penalty: 4971.101074
	Iteration 6Q: 3 clusters Score -2910673 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2910854.750000 Penalty: 4971.101074
	Iteration 7Q: 3 clusters Score -2910855 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2911046.500000 Penalty: 4971.101074
	Iteration 8Q: 3 clusters Score -2911046 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2911277.000000 Penalty: 4971.101074
	Iteration 9Q: 3 clusters Score -2911277 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2911605.000000 Penalty: 4971.101074
	Iteration 10Q: 3 clusters Score -2911605 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2911985.500000 Penalty: 4971.101074
	Iteration 11Q: 3 clusters Score -2911986 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2912479.750000 Penalty: 4971.101074
	Iteration 12Q: 3 clusters Score -2912480 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2913108.500000 Penalty: 4971.101074
	Iteration 13Q: 3 clusters Score -2913108 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2913806.500000 Penalty: 4971.101074
	Iteration 14Q: 3 clusters Score -2913806 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2914571.500000 Penalty: 4971.101074
	Iteration 15Q: 3 clusters Score -2914572 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2915324.250000 Penalty: 4971.101074
	Iteration 16Q: 3 clusters Score -2915324 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2915918.500000 Penalty: 4971.101074
	Iteration 17Q: 3 clusters Score -2915918 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2916396.500000 Penalty: 4971.101074
	Iteration 18Q: 3 clusters Score -2916396 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2916793.250000 Penalty: 4971.101074
	Iteration 19Q: 3 clusters Score -2916793 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2917059.750000 Penalty: 4971.101074
	Iteration 20F: 3 clusters Score -2917060 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2917278.000000 Penalty: 4971.101074
	Iteration 21Q: 3 clusters Score -2917278 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2917405.750000 Penalty: 4971.101074
	Iteration 22Q: 3 clusters Score -2917406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2917481.250000 Penalty: 4971.101074
	Iteration 23Q: 3 clusters Score -2917481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2917524.000000 Penalty: 4971.101074
	Iteration 24Q: 3 clusters Score -2917524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2917551.000000 Penalty: 4971.101074
	Iteration 25Q: 3 clusters Score -2917551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2917586.000000 Penalty: 4971.101074
	Iteration 26Q: 3 clusters Score -2917586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2917606.250000 Penalty: 4971.101074
	Iteration 27Q: 3 clusters Score -2917606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2917628.000000 Penalty: 4971.101074
	Iteration 28Q: 3 clusters Score -2917628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2917654.500000 Penalty: 4971.101074
	Iteration 29Q: 3 clusters Score -2917654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2917669.500000 Penalty: 4971.101074
	Iteration 30Q: 3 clusters Score -2917670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2917686.500000 Penalty: 4971.101074
	Iteration 31Q: 3 clusters Score -2917686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2917684.500000 Penalty: 4971.101074
	Iteration 32Q: 3 clusters Score -2917684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2917686.500000 Penalty: 4971.101074
	Iteration 33Q: 3 clusters Score -2917686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2917691.250000 Penalty: 4971.101074
	Iteration 34Q: 3 clusters Score -2917691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2917703.000000 Penalty: 4971.101074
	Iteration 35Q: 3 clusters Score -2917703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2917706.500000 Penalty: 4971.101074
	Iteration 36Q: 3 clusters Score -2917706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2917710.500000 Penalty: 4971.101074
	Iteration 37Q: 3 clusters Score -2917710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2917718.000000 Penalty: 4971.101074
	Iteration 38Q: 3 clusters Score -2917718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2917717.250000 Penalty: 4971.101074
	Iteration 39Q: 3 clusters Score -2917717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2917717.000000 Penalty: 4971.101074
	Iteration 40F: 3 clusters Score -2917717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -2647348.250000 Penalty: 2460.025879
	Iteration 0F: 2 clusters Score -2647348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2633136.000000 Penalty: 4920.051758
	Iteration 0F: 3 clusters Score -2633136 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2637800.750000 Penalty: 4920.051758
	Iteration 1F: 3 clusters Score -2637801 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2638277.250000 Penalty: 4920.051758
	Iteration 2F: 3 clusters Score -2638277 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2638787.500000 Penalty: 4920.051758
	Iteration 3F: 3 clusters Score -2638788 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2639397.250000 Penalty: 4920.051758
	Iteration 4F: 3 clusters Score -2639397 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2640164.500000 Penalty: 4920.051758
	Iteration 5F: 3 clusters Score -2640164 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2641126.750000 Penalty: 4920.051758
	Iteration 6F: 3 clusters Score -2641127 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2642330.750000 Penalty: 4920.051758
	Iteration 7F: 3 clusters Score -2642331 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2643474.250000 Penalty: 4920.051758
	Iteration 8F: 3 clusters Score -2643474 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2644308.250000 Penalty: 4920.051758
	Iteration 9Q: 3 clusters Score -2644308 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2644753.250000 Penalty: 4920.051758
	Iteration 10Q: 3 clusters Score -2644753 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2644953.750000 Penalty: 4920.051758
	Iteration 11Q: 3 clusters Score -2644954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2645036.000000 Penalty: 4920.051758
	Iteration 12Q: 3 clusters Score -2645036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2645081.000000 Penalty: 4920.051758
	Iteration 13Q: 3 clusters Score -2645081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2645115.750000 Penalty: 4920.051758
	Iteration 14Q: 3 clusters Score -2645116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2645138.750000 Penalty: 4920.051758
	Iteration 15Q: 3 clusters Score -2645139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2645158.250000 Penalty: 4920.051758
	Iteration 16Q: 3 clusters Score -2645158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2645170.500000 Penalty: 4920.051758
	Iteration 17Q: 3 clusters Score -2645170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2645171.250000 Penalty: 4920.051758
	Iteration 18Q: 3 clusters Score -2645171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2645174.000000 Penalty: 4920.051758
	Iteration 19Q: 3 clusters Score -2645174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2645177.500000 Penalty: 4920.051758
	Iteration 20F: 3 clusters Score -2645178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2645176.500000 Penalty: 4920.051758
	Iteration 21Q: 3 clusters Score -2645176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2645181.750000 Penalty: 4920.051758
	Iteration 22Q: 3 clusters Score -2645182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2645181.250000 Penalty: 4920.051758
	Iteration 23Q: 3 clusters Score -2645181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2645186.000000 Penalty: 4920.051758
	Iteration 24Q: 3 clusters Score -2645186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2645188.500000 Penalty: 4920.051758
	Iteration 25Q: 3 clusters Score -2645188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2645188.750000 Penalty: 4920.051758
	Iteration 26Q: 3 clusters Score -2645189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2645188.750000 Penalty: 4920.051758
	Iteration 27F: 3 clusters Score -2645189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -2156044.250000 Penalty: 2410.049316
	Iteration 0F: 2 clusters Score -2156044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2144116.500000 Penalty: 4820.098633
	Iteration 0F: 3 clusters Score -2144116 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2148034.250000 Penalty: 4820.098633
	Iteration 1F: 3 clusters Score -2148034 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2148403.750000 Penalty: 4820.098633
	Iteration 2F: 3 clusters Score -2148404 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2148715.500000 Penalty: 4820.098633
	Iteration 3Q: 3 clusters Score -2148716 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2148974.750000 Penalty: 4820.098633
	Iteration 4Q: 3 clusters Score -2148975 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2149200.000000 Penalty: 4820.098633
	Iteration 5Q: 3 clusters Score -2149200 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2149428.000000 Penalty: 4820.098633
	Iteration 6Q: 3 clusters Score -2149428 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2149657.250000 Penalty: 4820.098633
	Iteration 7Q: 3 clusters Score -2149657 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2149919.000000 Penalty: 4820.098633
	Iteration 8Q: 3 clusters Score -2149919 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2150188.250000 Penalty: 4820.098633
	Iteration 9Q: 3 clusters Score -2150188 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2150496.250000 Penalty: 4820.098633
	Iteration 10Q: 3 clusters Score -2150496 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2150830.000000 Penalty: 4820.098633
	Iteration 11Q: 3 clusters Score -2150830 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2151178.750000 Penalty: 4820.098633
	Iteration 12Q: 3 clusters Score -2151179 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2151544.250000 Penalty: 4820.098633
	Iteration 13Q: 3 clusters Score -2151544 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2151869.750000 Penalty: 4820.098633
	Iteration 14Q: 3 clusters Score -2151870 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2152134.000000 Penalty: 4820.098633
	Iteration 15Q: 3 clusters Score -2152134 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2152316.000000 Penalty: 4820.098633
	Iteration 16Q: 3 clusters Score -2152316 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2152442.750000 Penalty: 4820.098633
	Iteration 17Q: 3 clusters Score -2152443 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2152539.250000 Penalty: 4820.098633
	Iteration 18Q: 3 clusters Score -2152539 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2152615.250000 Penalty: 4820.098633
	Iteration 19Q: 3 clusters Score -2152615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2152676.000000 Penalty: 4820.098633
	Iteration 20F: 3 clusters Score -2152676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2152707.250000 Penalty: 4820.098633
	Iteration 21Q: 3 clusters Score -2152707 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2152741.750000 Penalty: 4820.098633
	Iteration 22Q: 3 clusters Score -2152742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2152768.500000 Penalty: 4820.098633
	Iteration 23Q: 3 clusters Score -2152768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2152794.250000 Penalty: 4820.098633
	Iteration 24Q: 3 clusters Score -2152794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2152797.500000 Penalty: 4820.098633
	Iteration 25Q: 3 clusters Score -2152798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2152813.750000 Penalty: 4820.098633
	Iteration 26Q: 3 clusters Score -2152814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2152821.500000 Penalty: 4820.098633
	Iteration 27Q: 3 clusters Score -2152822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2152828.750000 Penalty: 4820.098633
	Iteration 28Q: 3 clusters Score -2152829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2152838.750000 Penalty: 4820.098633
	Iteration 29Q: 3 clusters Score -2152839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2152847.000000 Penalty: 4820.098633
	Iteration 30Q: 3 clusters Score -2152847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2152853.250000 Penalty: 4820.098633
	Iteration 31Q: 3 clusters Score -2152853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2152863.000000 Penalty: 4820.098633
	Iteration 32Q: 3 clusters Score -2152863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2152865.750000 Penalty: 4820.098633
	Iteration 33Q: 3 clusters Score -2152866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2152875.000000 Penalty: 4820.098633
	Iteration 34Q: 3 clusters Score -2152875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2152873.250000 Penalty: 4820.098633
	Iteration 35Q: 3 clusters Score -2152873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2152873.000000 Penalty: 4820.098633
	Iteration 36Q: 3 clusters Score -2152873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2152881.500000 Penalty: 4820.098633
	Iteration 37Q: 3 clusters Score -2152882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2152882.500000 Penalty: 4820.098633
	Iteration 38Q: 3 clusters Score -2152882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2152882.750000 Penalty: 4820.098633
	Iteration 39Q: 3 clusters Score -2152883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2152882.500000 Penalty: 4820.098633
	Iteration 40F: 3 clusters Score -2152882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2152884.250000 Penalty: 4820.098633
	Iteration 41Q: 3 clusters Score -2152884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2152890.750000 Penalty: 4820.098633
	Iteration 42Q: 3 clusters Score -2152891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2152890.500000 Penalty: 4820.098633
	Iteration 43Q: 3 clusters Score -2152890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2152893.000000 Penalty: 4820.098633
	Iteration 44Q: 3 clusters Score -2152893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2152901.750000 Penalty: 4820.098633
	Iteration 45Q: 3 clusters Score -2152902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2152905.000000 Penalty: 4820.098633
	Iteration 46Q: 3 clusters Score -2152905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2152912.750000 Penalty: 4820.098633
	Iteration 47Q: 3 clusters Score -2152913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2152914.750000 Penalty: 4820.098633
	Iteration 48Q: 3 clusters Score -2152915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2152921.000000 Penalty: 4820.098633
	Iteration 49Q: 3 clusters Score -2152921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2152929.250000 Penalty: 4820.098633
	Iteration 50Q: 3 clusters Score -2152929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2152931.250000 Penalty: 4820.098633
	Iteration 51Q: 3 clusters Score -2152931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2152932.000000 Penalty: 4820.098633
	Iteration 52Q: 3 clusters Score -2152932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2152935.750000 Penalty: 4820.098633
	Iteration 53Q: 3 clusters Score -2152936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2152939.750000 Penalty: 4820.098633
	Iteration 54Q: 3 clusters Score -2152940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2152947.500000 Penalty: 4820.098633
	Iteration 55Q: 3 clusters Score -2152948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2152951.250000 Penalty: 4820.098633
	Iteration 56Q: 3 clusters Score -2152951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2152959.250000 Penalty: 4820.098633
	Iteration 57Q: 3 clusters Score -2152959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2152961.500000 Penalty: 4820.098633
	Iteration 58Q: 3 clusters Score -2152962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2152971.000000 Penalty: 4820.098633
	Iteration 59Q: 3 clusters Score -2152971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2152971.250000 Penalty: 4820.098633
	Iteration 60F: 3 clusters Score -2152971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2152977.000000 Penalty: 4820.098633
	Iteration 61Q: 3 clusters Score -2152977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2152974.750000 Penalty: 4820.098633
	Iteration 62Q: 3 clusters Score -2152975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2152980.750000 Penalty: 4820.098633
	Iteration 63Q: 3 clusters Score -2152981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2152982.250000 Penalty: 4820.098633
	Iteration 64Q: 3 clusters Score -2152982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2152981.000000 Penalty: 4820.098633
	Iteration 65Q: 3 clusters Score -2152981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2152986.750000 Penalty: 4820.098633
	Iteration 66Q: 3 clusters Score -2152987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2152985.000000 Penalty: 4820.098633
	Iteration 67Q: 3 clusters Score -2152985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2152987.750000 Penalty: 4820.098633
	Iteration 68Q: 3 clusters Score -2152988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2152987.000000 Penalty: 4820.098633
	Iteration 69Q: 3 clusters Score -2152987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2152997.250000 Penalty: 4820.098633
	Iteration 70Q: 3 clusters Score -2152997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2152992.750000 Penalty: 4820.098633
	Iteration 71Q: 3 clusters Score -2152993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2152996.500000 Penalty: 4820.098633
	Iteration 72Q: 3 clusters Score -2152996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2153000.000000 Penalty: 4820.098633
	Iteration 73Q: 3 clusters Score -2153000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2152997.500000 Penalty: 4820.098633
	Iteration 74Q: 3 clusters Score -2152998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2153008.000000 Penalty: 4820.098633
	Iteration 75Q: 3 clusters Score -2153008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2153013.750000 Penalty: 4820.098633
	Iteration 76Q: 3 clusters Score -2153014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2153013.750000 Penalty: 4820.098633
	Iteration 77Q: 3 clusters Score -2153014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2153020.500000 Penalty: 4820.098633
	Iteration 78Q: 3 clusters Score -2153020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2153020.500000 Penalty: 4820.098633
	Iteration 79Q: 3 clusters Score -2153020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2153026.000000 Penalty: 4820.098633
	Iteration 80F: 3 clusters Score -2153026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2153032.500000 Penalty: 4820.098633
	Iteration 81Q: 3 clusters Score -2153032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2153030.500000 Penalty: 4820.098633
	Iteration 82Q: 3 clusters Score -2153030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2153029.750000 Penalty: 4820.098633
	Iteration 83Q: 3 clusters Score -2153030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2153027.000000 Penalty: 4820.098633
	Iteration 84Q: 3 clusters Score -2153027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2153029.750000 Penalty: 4820.098633
	Iteration 85Q: 3 clusters Score -2153030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2153029.250000 Penalty: 4820.098633
	Iteration 86Q: 3 clusters Score -2153029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2153029.000000 Penalty: 4820.098633
	Iteration 87Q: 3 clusters Score -2153029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2153025.500000 Penalty: 4820.098633
	Iteration 88Q: 3 clusters Score -2153026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2153028.250000 Penalty: 4820.098633
	Iteration 89Q: 3 clusters Score -2153028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2153027.750000 Penalty: 4820.098633
	Iteration 90Q: 3 clusters Score -2153028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2153029.750000 Penalty: 4820.098633
	Iteration 91Q: 3 clusters Score -2153030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2153031.000000 Penalty: 4820.098633
	Iteration 92Q: 3 clusters Score -2153031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2153030.500000 Penalty: 4820.098633
	Iteration 93Q: 3 clusters Score -2153030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2153031.750000 Penalty: 4820.098633
	Iteration 94Q: 3 clusters Score -2153032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2153032.250000 Penalty: 4820.098633
	Iteration 95Q: 3 clusters Score -2153032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2153032.250000 Penalty: 4820.098633
	Iteration 96F: 3 clusters Score -2153032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34180.515625 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34180.52 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 132 members 
Entering Unmasked Estep 
Score: -32901.414062 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32901.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33003.832031 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33003.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33050.976562 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -33050.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33061.359375 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33061.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33085.382812 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33085.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33105.832031 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33105.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33105.832031 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -33105.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -644310.812500 Penalty: 2125.400879
	Iteration 0F: 2 clusters Score -644310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -639629.375000 Penalty: 4250.801758
	Iteration 0F: 3 clusters Score -639629.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -640781.125000 Penalty: 4250.801758
	Iteration 1F: 3 clusters Score -640781.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -641000.562500 Penalty: 4250.801758
	Iteration 2F: 3 clusters Score -641000.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -641150.562500 Penalty: 4250.801758
	Iteration 3Q: 3 clusters Score -641150.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -641270.562500 Penalty: 4250.801758
	Iteration 4Q: 3 clusters Score -641270.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -641404.312500 Penalty: 4250.801758
	Iteration 5Q: 3 clusters Score -641404.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -641546.437500 Penalty: 4250.801758
	Iteration 6Q: 3 clusters Score -641546.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -641663.000000 Penalty: 4250.801758
	Iteration 7Q: 3 clusters Score -641663 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -641750.875000 Penalty: 4250.801758
	Iteration 8Q: 3 clusters Score -641750.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -641825.437500 Penalty: 4250.801758
	Iteration 9Q: 3 clusters Score -641825.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -641888.437500 Penalty: 4250.801758
	Iteration 10Q: 3 clusters Score -641888.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -641951.687500 Penalty: 4250.801758
	Iteration 11Q: 3 clusters Score -641951.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -642010.312500 Penalty: 4250.801758
	Iteration 12Q: 3 clusters Score -642010.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -642061.250000 Penalty: 4250.801758
	Iteration 13Q: 3 clusters Score -642061.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -642116.437500 Penalty: 4250.801758
	Iteration 14Q: 3 clusters Score -642116.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -642173.937500 Penalty: 4250.801758
	Iteration 15Q: 3 clusters Score -642173.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -642214.437500 Penalty: 4250.801758
	Iteration 16Q: 3 clusters Score -642214.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -642249.625000 Penalty: 4250.801758
	Iteration 17Q: 3 clusters Score -642249.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -642282.312500 Penalty: 4250.801758
	Iteration 18Q: 3 clusters Score -642282.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -642314.562500 Penalty: 4250.801758
	Iteration 19Q: 3 clusters Score -642314.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -642347.562500 Penalty: 4250.801758
	Iteration 20F: 3 clusters Score -642347.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -642380.625000 Penalty: 4250.801758
	Iteration 21Q: 3 clusters Score -642380.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -642409.562500 Penalty: 4250.801758
	Iteration 22Q: 3 clusters Score -642409.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -642432.875000 Penalty: 4250.801758
	Iteration 23Q: 3 clusters Score -642432.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -642456.687500 Penalty: 4250.801758
	Iteration 24Q: 3 clusters Score -642456.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -642472.062500 Penalty: 4250.801758
	Iteration 25Q: 3 clusters Score -642472.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -642490.000000 Penalty: 4250.801758
	Iteration 26Q: 3 clusters Score -642490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -642508.750000 Penalty: 4250.801758
	Iteration 27Q: 3 clusters Score -642508.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -642533.187500 Penalty: 4250.801758
	Iteration 28Q: 3 clusters Score -642533.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -642555.375000 Penalty: 4250.801758
	Iteration 29Q: 3 clusters Score -642555.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -642581.937500 Penalty: 4250.801758
	Iteration 30Q: 3 clusters Score -642581.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -642611.125000 Penalty: 4250.801758
	Iteration 31Q: 3 clusters Score -642611.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -642643.187500 Penalty: 4250.801758
	Iteration 32Q: 3 clusters Score -642643.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -642668.187500 Penalty: 4250.801758
	Iteration 33Q: 3 clusters Score -642668.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -642692.562500 Penalty: 4250.801758
	Iteration 34Q: 3 clusters Score -642692.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -642713.812500 Penalty: 4250.801758
	Iteration 35Q: 3 clusters Score -642713.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -642734.687500 Penalty: 4250.801758
	Iteration 36Q: 3 clusters Score -642734.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -642749.125000 Penalty: 4250.801758
	Iteration 37Q: 3 clusters Score -642749.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -642760.000000 Penalty: 4250.801758
	Iteration 38Q: 3 clusters Score -642760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -642772.000000 Penalty: 4250.801758
	Iteration 39Q: 3 clusters Score -642772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -642777.812500 Penalty: 4250.801758
	Iteration 40F: 3 clusters Score -642777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -642781.562500 Penalty: 4250.801758
	Iteration 41Q: 3 clusters Score -642781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -642783.375000 Penalty: 4250.801758
	Iteration 42Q: 3 clusters Score -642783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -642788.687500 Penalty: 4250.801758
	Iteration 43Q: 3 clusters Score -642788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -642793.312500 Penalty: 4250.801758
	Iteration 44Q: 3 clusters Score -642793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -642796.375000 Penalty: 4250.801758
	Iteration 45Q: 3 clusters Score -642796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -642799.750000 Penalty: 4250.801758
	Iteration 46Q: 3 clusters Score -642799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -642804.875000 Penalty: 4250.801758
	Iteration 47Q: 3 clusters Score -642804.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -642810.500000 Penalty: 4250.801758
	Iteration 48Q: 3 clusters Score -642810.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -642822.500000 Penalty: 4250.801758
	Iteration 49Q: 3 clusters Score -642822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -642831.250000 Penalty: 4250.801758
	Iteration 50Q: 3 clusters Score -642831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -642843.750000 Penalty: 4250.801758
	Iteration 51Q: 3 clusters Score -642843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -642854.250000 Penalty: 4250.801758
	Iteration 52Q: 3 clusters Score -642854.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -642868.125000 Penalty: 4250.801758
	Iteration 53Q: 3 clusters Score -642868.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -642877.187500 Penalty: 4250.801758
	Iteration 54Q: 3 clusters Score -642877.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -642890.500000 Penalty: 4250.801758
	Iteration 55Q: 3 clusters Score -642890.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -642904.125000 Penalty: 4250.801758
	Iteration 56Q: 3 clusters Score -642904.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -642919.125000 Penalty: 4250.801758
	Iteration 57Q: 3 clusters Score -642919.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -642927.437500 Penalty: 4250.801758
	Iteration 58Q: 3 clusters Score -642927.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -642938.312500 Penalty: 4250.801758
	Iteration 59Q: 3 clusters Score -642938.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -642950.500000 Penalty: 4250.801758
	Iteration 60F: 3 clusters Score -642950.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -642960.375000 Penalty: 4250.801758
	Iteration 61Q: 3 clusters Score -642960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -642965.187500 Penalty: 4250.801758
	Iteration 62Q: 3 clusters Score -642965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -642971.062500 Penalty: 4250.801758
	Iteration 63Q: 3 clusters Score -642971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -642973.500000 Penalty: 4250.801758
	Iteration 64Q: 3 clusters Score -642973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -642975.750000 Penalty: 4250.801758
	Iteration 65Q: 3 clusters Score -642975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -642978.812500 Penalty: 4250.801758
	Iteration 66Q: 3 clusters Score -642978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -642980.750000 Penalty: 4250.801758
	Iteration 67Q: 3 clusters Score -642980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -642982.812500 Penalty: 4250.801758
	Iteration 68Q: 3 clusters Score -642982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -642982.437500 Penalty: 4250.801758
	Iteration 69Q: 3 clusters Score -642982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -642984.250000 Penalty: 4250.801758
	Iteration 70Q: 3 clusters Score -642984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -642986.812500 Penalty: 4250.801758
	Iteration 71Q: 3 clusters Score -642986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -642989.187500 Penalty: 4250.801758
	Iteration 72Q: 3 clusters Score -642989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -642990.500000 Penalty: 4250.801758
	Iteration 73Q: 3 clusters Score -642990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -642991.875000 Penalty: 4250.801758
	Iteration 74Q: 3 clusters Score -642991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -642992.687500 Penalty: 4250.801758
	Iteration 75Q: 3 clusters Score -642992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -642995.937500 Penalty: 4250.801758
	Iteration 76Q: 3 clusters Score -642995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -642996.500000 Penalty: 4250.801758
	Iteration 77Q: 3 clusters Score -642996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -642996.250000 Penalty: 4250.801758
	Iteration 78Q: 3 clusters Score -642996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -642996.250000 Penalty: 4250.801758
	Iteration 79F: 3 clusters Score -642996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Entering Unmasked Estep 
Score: -5029646.000000 Penalty: 2620.232422
	Iteration 0F: 2 clusters Score -5029646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5003350.500000 Penalty: 5240.464844
	Iteration 0F: 3 clusters Score -5003350 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5013178.500000 Penalty: 5240.464844
	Iteration 1F: 3 clusters Score -5013178 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -5013695.000000 Penalty: 5240.464844
	Iteration 2Q: 3 clusters Score -5013695 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5014270.000000 Penalty: 5240.464844
	Iteration 3Q: 3 clusters Score -5014270 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5015016.000000 Penalty: 5240.464844
	Iteration 4Q: 3 clusters Score -5015016 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5016045.500000 Penalty: 5240.464844
	Iteration 5F: 3 clusters Score -5016046 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5017525.000000 Penalty: 5240.464844
	Iteration 6F: 3 clusters Score -5017525 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5019504.500000 Penalty: 5240.464844
	Iteration 7F: 3 clusters Score -5019504 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -5021718.000000 Penalty: 5240.464844
	Iteration 8F: 3 clusters Score -5021718 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -5023725.500000 Penalty: 5240.464844
	Iteration 9F: 3 clusters Score -5023726 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5025184.000000 Penalty: 5240.464844
	Iteration 10Q: 3 clusters Score -5025184 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5026082.000000 Penalty: 5240.464844
	Iteration 11Q: 3 clusters Score -5026082 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5026560.500000 Penalty: 5240.464844
	Iteration 12Q: 3 clusters Score -5026560 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5026824.000000 Penalty: 5240.464844
	Iteration 13Q: 3 clusters Score -5026824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5026962.500000 Penalty: 5240.464844
	Iteration 14Q: 3 clusters Score -5026962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5027045.000000 Penalty: 5240.464844
	Iteration 15Q: 3 clusters Score -5027045 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5027130.000000 Penalty: 5240.464844
	Iteration 16Q: 3 clusters Score -5027130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5027147.000000 Penalty: 5240.464844
	Iteration 17Q: 3 clusters Score -5027147 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5027190.500000 Penalty: 5240.464844
	Iteration 18Q: 3 clusters Score -5027190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5027211.500000 Penalty: 5240.464844
	Iteration 19Q: 3 clusters Score -5027212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5027251.500000 Penalty: 5240.464844
	Iteration 20F: 3 clusters Score -5027252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5027254.500000 Penalty: 5240.464844
	Iteration 21Q: 3 clusters Score -5027254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5027277.000000 Penalty: 5240.464844
	Iteration 22Q: 3 clusters Score -5027277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5027277.000000 Penalty: 5240.464844
	Iteration 23Q: 3 clusters Score -5027277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5027302.000000 Penalty: 5240.464844
	Iteration 24Q: 3 clusters Score -5027302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5027311.000000 Penalty: 5240.464844
	Iteration 25Q: 3 clusters Score -5027311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5027315.000000 Penalty: 5240.464844
	Iteration 26Q: 3 clusters Score -5027315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5027321.500000 Penalty: 5240.464844
	Iteration 27Q: 3 clusters Score -5027322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5027335.000000 Penalty: 5240.464844
	Iteration 28Q: 3 clusters Score -5027335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5027336.500000 Penalty: 5240.464844
	Iteration 29Q: 3 clusters Score -5027336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5027345.000000 Penalty: 5240.464844
	Iteration 30Q: 3 clusters Score -5027345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5027357.000000 Penalty: 5240.464844
	Iteration 31Q: 3 clusters Score -5027357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5027371.000000 Penalty: 5240.464844
	Iteration 32Q: 3 clusters Score -5027371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5027378.000000 Penalty: 5240.464844
	Iteration 33Q: 3 clusters Score -5027378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5027380.500000 Penalty: 5240.464844
	Iteration 34Q: 3 clusters Score -5027380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5027391.500000 Penalty: 5240.464844
	Iteration 35Q: 3 clusters Score -5027392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5027388.500000 Penalty: 5240.464844
	Iteration 36Q: 3 clusters Score -5027388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5027393.000000 Penalty: 5240.464844
	Iteration 37Q: 3 clusters Score -5027393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5027402.500000 Penalty: 5240.464844
	Iteration 38Q: 3 clusters Score -5027402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5027413.500000 Penalty: 5240.464844
	Iteration 39Q: 3 clusters Score -5027414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5027412.500000 Penalty: 5240.464844
	Iteration 40F: 3 clusters Score -5027412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5027413.500000 Penalty: 5240.464844
	Iteration 41Q: 3 clusters Score -5027414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5027410.500000 Penalty: 5240.464844
	Iteration 42Q: 3 clusters Score -5027410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5027417.000000 Penalty: 5240.464844
	Iteration 43Q: 3 clusters Score -5027417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5027415.500000 Penalty: 5240.464844
	Iteration 44Q: 3 clusters Score -5027416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5027414.500000 Penalty: 5240.464844
	Iteration 45Q: 3 clusters Score -5027414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5027417.000000 Penalty: 5240.464844
	Iteration 46Q: 3 clusters Score -5027417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5027423.000000 Penalty: 5240.464844
	Iteration 47Q: 3 clusters Score -5027423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5027423.000000 Penalty: 5240.464844
	Iteration 48F: 3 clusters Score -5027423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -252321.203125 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -252321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249657.546875 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -249657.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250097.640625 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -250097.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -250202.578125 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -250202.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250255.312500 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -250255.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250288.468750 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -250288.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -250310.750000 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -250310.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -250337.890625 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -250337.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -250361.156250 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -250361.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -250381.140625 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -250381.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -250399.593750 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -250399.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250415.078125 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -250415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -250426.453125 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -250426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -250434.625000 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -250434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250438.187500 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -250438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -250441.484375 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -250441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -250443.984375 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -250444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -250447.296875 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -250447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -250450.031250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -250450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250451.296875 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -250451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -250451.687500 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -250451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -250453.968750 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -250454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -250457.484375 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -250457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -250460.250000 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -250460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -250461.171875 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -250461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250461.421875 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -250461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250461.890625 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -250461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250461.890625 Penalty: 3774.491699
	Iteration 26F: 3 clusters Score -250461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -217463.921875 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -217463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -214992.750000 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -214992.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -215401.046875 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -215401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -215512.437500 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -215512.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215570.343750 Penalty: 3702.112549
	Iteration 3Q: 3 clusters Score -215570.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215601.937500 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -215601.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215623.734375 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -215623.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -215646.203125 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -215646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -215663.703125 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -215663.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -215675.562500 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -215675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -215685.984375 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -215686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215697.546875 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -215697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215703.796875 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -215703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -215708.062500 Penalty: 3702.112549
	Iteration 12Q: 3 clusters Score -215708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215711.171875 Penalty: 3702.112549
	Iteration 13Q: 3 clusters Score -215711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -215714.156250 Penalty: 3702.112549
	Iteration 14Q: 3 clusters Score -215714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215720.687500 Penalty: 3702.112549
	Iteration 15Q: 3 clusters Score -215720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -215721.718750 Penalty: 3702.112549
	Iteration 16Q: 3 clusters Score -215721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215722.109375 Penalty: 3702.112549
	Iteration 17Q: 3 clusters Score -215722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215722.109375 Penalty: 3702.112549
	Iteration 18F: 3 clusters Score -215722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -125622.375000 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -125622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123687.796875 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -123687.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -123968.125000 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -123968.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124040.273438 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -124040.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124079.031250 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -124079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124128.804688 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -124128.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124163.656250 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -124163.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124184.718750 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -124184.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124206.976562 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -124207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124227.078125 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -124227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124247.750000 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -124247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124282.554688 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -124282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124331.421875 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -124331.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124367.398438 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -124367.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124428.687500 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -124428.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124518.656250 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -124518.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124611.296875 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -124611.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124677.007812 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -124677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124749.125000 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -124749.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124789.554688 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -124789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124816.421875 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -124816.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -124836.828125 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -124836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -124863.750000 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -124863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124890.421875 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -124890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124925.851562 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -124925.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124964.593750 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -124964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125018.312500 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -125018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125137.703125 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -125137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -125234.906250 Penalty: 3439.460938
	Iteration 27Q: 3 clusters Score -125234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125245.015625 Penalty: 3439.460938
	Iteration 28Q: 3 clusters Score -125245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -125248.453125 Penalty: 3439.460938
	Iteration 29Q: 3 clusters Score -125248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -125249.179688 Penalty: 3439.460938
	Iteration 30Q: 3 clusters Score -125249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -125249.179688 Penalty: 3439.460938
	Iteration 31F: 3 clusters Score -125249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (158973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Entering Unmasked Estep 
Score: -20423608.000000 Penalty: 2970.169434
	Iteration 0F: 2 clusters Score -2.042361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -20321378.000000 Penalty: 5940.338867
	Iteration 0F: 3 clusters Score -2.032138e+07 nChanged 76080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -20365376.000000 Penalty: 5940.338867
	Iteration 1F: 3 clusters Score -2.036538e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -20366530.000000 Penalty: 5940.338867
	Iteration 2Q: 3 clusters Score -2.036653e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -20368194.000000 Penalty: 5940.338867
	Iteration 3Q: 3 clusters Score -2.036819e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -20371270.000000 Penalty: 5940.338867
	Iteration 4Q: 3 clusters Score -2.037127e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -20376544.000000 Penalty: 5940.338867
	Iteration 5F: 3 clusters Score -2.037654e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -20385026.000000 Penalty: 5940.338867
	Iteration 6F: 3 clusters Score -2.038503e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -20396042.000000 Penalty: 5940.338867
	Iteration 7F: 3 clusters Score -2.039604e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 138905 members 
Entering Unmasked Estep 
Score: -20406094.000000 Penalty: 5940.338867
	Iteration 8F: 3 clusters Score -2.040609e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -20412574.000000 Penalty: 5940.338867
	Iteration 9Q: 3 clusters Score -2.041257e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -20416222.000000 Penalty: 5940.338867
	Iteration 10Q: 3 clusters Score -2.041622e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -20418166.000000 Penalty: 5940.338867
	Iteration 11Q: 3 clusters Score -2.041817e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -20419258.000000 Penalty: 5940.338867
	Iteration 12Q: 3 clusters Score -2.041926e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -20419896.000000 Penalty: 5940.338867
	Iteration 13Q: 3 clusters Score -2.04199e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -20420322.000000 Penalty: 5940.338867
	Iteration 14Q: 3 clusters Score -2.042032e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -20420604.000000 Penalty: 5940.338867
	Iteration 15Q: 3 clusters Score -2.04206e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -20420824.000000 Penalty: 5940.338867
	Iteration 16Q: 3 clusters Score -2.042082e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -20420910.000000 Penalty: 5940.338867
	Iteration 17Q: 3 clusters Score -2.042091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -20420948.000000 Penalty: 5940.338867
	Iteration 18Q: 3 clusters Score -2.042095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -20421038.000000 Penalty: 5940.338867
	Iteration 19Q: 3 clusters Score -2.042104e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -20421060.000000 Penalty: 5940.338867
	Iteration 20F: 3 clusters Score -2.042106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -20421080.000000 Penalty: 5940.338867
	Iteration 21Q: 3 clusters Score -2.042108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -20421074.000000 Penalty: 5940.338867
	Iteration 22Q: 3 clusters Score -2.042107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -20421082.000000 Penalty: 5940.338867
	Iteration 23Q: 3 clusters Score -2.042108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -20421090.000000 Penalty: 5940.338867
	Iteration 24Q: 3 clusters Score -2.042109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -20421072.000000 Penalty: 5940.338867
	Iteration 25Q: 3 clusters Score -2.042107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -20421080.000000 Penalty: 5940.338867
	Iteration 26Q: 3 clusters Score -2.042108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -20421076.000000 Penalty: 5940.338867
	Iteration 27Q: 3 clusters Score -2.042108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158405 members 
Entering Unmasked Estep 
Score: -20421076.000000 Penalty: 5940.338867
	Iteration 28Q: 3 clusters Score -2.042108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -20421094.000000 Penalty: 5940.338867
	Iteration 29Q: 3 clusters Score -2.042109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -20421100.000000 Penalty: 5940.338867
	Iteration 30Q: 3 clusters Score -2.04211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -20421086.000000 Penalty: 5940.338867
	Iteration 31Q: 3 clusters Score -2.042109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -20421074.000000 Penalty: 5940.338867
	Iteration 32Q: 3 clusters Score -2.042107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -20421092.000000 Penalty: 5940.338867
	Iteration 33Q: 3 clusters Score -2.042109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -20421082.000000 Penalty: 5940.338867
	Iteration 34Q: 3 clusters Score -2.042108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -20421060.000000 Penalty: 5940.338867
	Iteration 35Q: 3 clusters Score -2.042106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -20421072.000000 Penalty: 5940.338867
	Iteration 36Q: 3 clusters Score -2.042107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 158444 members 
Entering Unmasked Estep 
Score: -20421088.000000 Penalty: 5940.338867
	Iteration 37Q: 3 clusters Score -2.042109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -20421090.000000 Penalty: 5940.338867
	Iteration 38Q: 3 clusters Score -2.042109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 158449 members 
Entering Unmasked Estep 
Score: -20421100.000000 Penalty: 5940.338867
	Iteration 39Q: 3 clusters Score -2.04211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -20421094.000000 Penalty: 5940.338867
	Iteration 40F: 3 clusters Score -2.042109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -20421084.000000 Penalty: 5940.338867
	Iteration 41Q: 3 clusters Score -2.042108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -20421090.000000 Penalty: 5940.338867
	Iteration 42Q: 3 clusters Score -2.042109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -20421106.000000 Penalty: 5940.338867
	Iteration 43Q: 3 clusters Score -2.042111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -20421100.000000 Penalty: 5940.338867
	Iteration 44Q: 3 clusters Score -2.04211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -20421110.000000 Penalty: 5940.338867
	Iteration 45Q: 3 clusters Score -2.042111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -20421110.000000 Penalty: 5940.338867
	Iteration 46Q: 3 clusters Score -2.042111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -20421124.000000 Penalty: 5940.338867
	Iteration 47Q: 3 clusters Score -2.042112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -20421120.000000 Penalty: 5940.338867
	Iteration 48Q: 3 clusters Score -2.042112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 158457 members 
Entering Unmasked Estep 
Score: -20421120.000000 Penalty: 5940.338867
	Iteration 49Q: 3 clusters Score -2.042112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -20421110.000000 Penalty: 5940.338867
	Iteration 50Q: 3 clusters Score -2.042111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -20421110.000000 Penalty: 5940.338867
	Iteration 51Q: 3 clusters Score -2.042111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -20421110.000000 Penalty: 5940.338867
	Iteration 52F: 3 clusters Score -2.042111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26965.718750 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -26965.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25779.148438 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -25779.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25891.783203 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -25891.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25981.330078 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -25981.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26039.753906 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -26039.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26047.974609 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -26047.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26047.974609 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -26047.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 128872 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48333 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 6484 members 
Mstep: Class 9 contains 276011 members 
Mstep: Class 10 contains 98761 members 
Mstep: Class 11 contains 50404 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 20322 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 158973 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105368.000000 Penalty: 88576.625000
Iteration 399Q: 27 clusters Score -1.161054e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 128833 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48320 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 276095 members 
Mstep: Class 10 contains 98016 members 
Mstep: Class 11 contains 50388 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4963 members 
Mstep: Class 16 contains 22527 members 
Mstep: Class 17 contains 20317 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 159802 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105472.000000 Penalty: 88576.625000
Iteration 400F: 27 clusters Score -1.161055e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 128800 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48320 members 
Mstep: Class 7 contains 16652 members 
Mstep: Class 8 contains 6483 members 
Mstep: Class 9 contains 276155 members 
Mstep: Class 10 contains 97349 members 
Mstep: Class 11 contains 50371 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38755 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 160601 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105208.000000 Penalty: 88576.625000
Iteration 401Q: 27 clusters Score -1.161052e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 128783 members 
Mstep: Class 3 contains 11005 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48326 members 
Mstep: Class 7 contains 16644 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 276199 members 
Mstep: Class 10 contains 96672 members 
Mstep: Class 11 contains 50357 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 22522 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38734 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 161368 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104840.000000 Penalty: 88576.625000
Iteration 402Q: 27 clusters Score -1.161048e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 128754 members 
Mstep: Class 3 contains 11017 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48322 members 
Mstep: Class 7 contains 16638 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 276246 members 
Mstep: Class 10 contains 96063 members 
Mstep: Class 11 contains 50341 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 22516 members 
Mstep: Class 17 contains 20298 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38723 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 162101 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 88576.625000
Iteration 403Q: 27 clusters Score -1.161045e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 128734 members 
Mstep: Class 3 contains 11029 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48315 members 
Mstep: Class 7 contains 16629 members 
Mstep: Class 8 contains 6468 members 
Mstep: Class 9 contains 276296 members 
Mstep: Class 10 contains 95442 members 
Mstep: Class 11 contains 50329 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 22505 members 
Mstep: Class 17 contains 20295 members 
Mstep: Class 18 contains 16590 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38719 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 1746 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 162802 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104464.000000 Penalty: 88576.625000
Iteration 404Q: 27 clusters Score -1.161045e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 128710 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 16621 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 276354 members 
Mstep: Class 10 contains 94903 members 
Mstep: Class 11 contains 50308 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 22498 members 
Mstep: Class 17 contains 20299 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38715 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 163436 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103824.000000 Penalty: 88576.625000
Iteration 405Q: 27 clusters Score -1.161038e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 128686 members 
Mstep: Class 3 contains 11055 members 
Mstep: Class 4 contains 2302 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48287 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 276378 members 
Mstep: Class 10 contains 94458 members 
Mstep: Class 11 contains 50297 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4869 members 
Mstep: Class 16 contains 22491 members 
Mstep: Class 17 contains 20290 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38717 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 164003 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103864.000000 Penalty: 88576.625000
Iteration 406Q: 27 clusters Score -1.161039e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 128667 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48272 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 6451 members 
Mstep: Class 9 contains 276400 members 
Mstep: Class 10 contains 94066 members 
Mstep: Class 11 contains 50281 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 22486 members 
Mstep: Class 17 contains 20285 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38712 members 
Mstep: Class 22 contains 2025 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 164539 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103472.000000 Penalty: 88576.625000
Iteration 407Q: 27 clusters Score -1.161035e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 128654 members 
Mstep: Class 3 contains 11064 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 276453 members 
Mstep: Class 10 contains 93723 members 
Mstep: Class 11 contains 50255 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 22480 members 
Mstep: Class 17 contains 20265 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38710 members 
Mstep: Class 22 contains 2027 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 165013 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103376.000000 Penalty: 88576.625000
Iteration 408Q: 27 clusters Score -1.161034e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 128647 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 16606 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 276508 members 
Mstep: Class 10 contains 93411 members 
Mstep: Class 11 contains 50236 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 17 contains 20245 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 38711 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 165407 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 88576.625000
Iteration 409Q: 27 clusters Score -1.161031e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 128655 members 
Mstep: Class 3 contains 11083 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 16603 members 
Mstep: Class 8 contains 6425 members 
Mstep: Class 9 contains 276554 members 
Mstep: Class 10 contains 93134 members 
Mstep: Class 11 contains 50223 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 16 contains 22474 members 
Mstep: Class 17 contains 20223 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 38718 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 165730 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103192.000000 Penalty: 88576.625000
Iteration 410Q: 27 clusters Score -1.161032e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 128652 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 6420 members 
Mstep: Class 9 contains 276597 members 
Mstep: Class 10 contains 92973 members 
Mstep: Class 11 contains 50208 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 22463 members 
Mstep: Class 17 contains 20222 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 38718 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 165952 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103048.000000 Penalty: 88576.625000
Iteration 411Q: 27 clusters Score -1.16103e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 128643 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 6406 members 
Mstep: Class 9 contains 276619 members 
Mstep: Class 10 contains 92869 members 
Mstep: Class 11 contains 50203 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 22450 members 
Mstep: Class 17 contains 20217 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 38713 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166160 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102680.000000 Penalty: 88576.625000
Iteration 412Q: 27 clusters Score -1.161027e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 128618 members 
Mstep: Class 3 contains 11106 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48252 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 6404 members 
Mstep: Class 9 contains 276654 members 
Mstep: Class 10 contains 92782 members 
Mstep: Class 11 contains 50197 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 22439 members 
Mstep: Class 17 contains 20217 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38702 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166326 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102648.000000 Penalty: 88576.625000
Iteration 413Q: 27 clusters Score -1.161026e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 128609 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48248 members 
Mstep: Class 7 contains 16598 members 
Mstep: Class 8 contains 6397 members 
Mstep: Class 9 contains 276683 members 
Mstep: Class 10 contains 92688 members 
Mstep: Class 11 contains 50194 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 22432 members 
Mstep: Class 17 contains 20218 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38699 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166468 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102472.000000 Penalty: 88576.625000
Iteration 414Q: 27 clusters Score -1.161025e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 128610 members 
Mstep: Class 3 contains 11127 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 6393 members 
Mstep: Class 9 contains 276695 members 
Mstep: Class 10 contains 92630 members 
Mstep: Class 11 contains 50187 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 22426 members 
Mstep: Class 17 contains 20222 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38703 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166583 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102432.000000 Penalty: 88576.625000
Iteration 415Q: 27 clusters Score -1.161024e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 128610 members 
Mstep: Class 3 contains 11131 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48248 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 276731 members 
Mstep: Class 10 contains 92579 members 
Mstep: Class 11 contains 50185 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 22419 members 
Mstep: Class 17 contains 20222 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38706 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166680 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102184.000000 Penalty: 88576.625000
Iteration 416Q: 27 clusters Score -1.161022e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 128602 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48247 members 
Mstep: Class 7 contains 16603 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 276747 members 
Mstep: Class 10 contains 92556 members 
Mstep: Class 11 contains 50180 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 22418 members 
Mstep: Class 17 contains 20240 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38700 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166763 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102104.000000 Penalty: 88576.625000
Iteration 417Q: 27 clusters Score -1.161021e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 128608 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48245 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 276752 members 
Mstep: Class 10 contains 92530 members 
Mstep: Class 11 contains 50177 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 22418 members 
Mstep: Class 17 contains 20251 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38702 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166834 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101824.000000 Penalty: 88576.625000
Iteration 418Q: 27 clusters Score -1.161018e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 128621 members 
Mstep: Class 3 contains 11136 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48242 members 
Mstep: Class 7 contains 16603 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 276754 members 
Mstep: Class 10 contains 92552 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 20250 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38707 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 166865 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101848.000000 Penalty: 88576.625000
Iteration 419Q: 27 clusters Score -1.161018e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 128621 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48242 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 276769 members 
Mstep: Class 10 contains 92576 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 22410 members 
Mstep: Class 17 contains 20257 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38708 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166877 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101952.000000 Penalty: 88576.625000
Iteration 420F: 27 clusters Score -1.16102e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 128608 members 
Mstep: Class 3 contains 11137 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 16598 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 276787 members 
Mstep: Class 10 contains 92660 members 
Mstep: Class 11 contains 50171 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 22410 members 
Mstep: Class 17 contains 20257 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38707 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166847 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101856.000000 Penalty: 88576.625000
Iteration 421Q: 27 clusters Score -1.161019e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 128592 members 
Mstep: Class 3 contains 11137 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48256 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 276804 members 
Mstep: Class 10 contains 92759 members 
Mstep: Class 11 contains 50167 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 22409 members 
Mstep: Class 17 contains 20264 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38699 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166808 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101848.000000 Penalty: 88576.625000
Iteration 422Q: 27 clusters Score -1.161018e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 128588 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48255 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 6339 members 
Mstep: Class 9 contains 276825 members 
Mstep: Class 10 contains 92844 members 
Mstep: Class 11 contains 50162 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 20267 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38694 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166782 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101992.000000 Penalty: 88576.625000
Iteration 423Q: 27 clusters Score -1.16102e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 128588 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48249 members 
Mstep: Class 7 contains 16596 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 276864 members 
Mstep: Class 10 contains 92932 members 
Mstep: Class 11 contains 50150 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 22409 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38684 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166725 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102120.000000 Penalty: 88576.625000
Iteration 424Q: 27 clusters Score -1.161021e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 128585 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48243 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 276877 members 
Mstep: Class 10 contains 93055 members 
Mstep: Class 11 contains 50143 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20279 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38676 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166654 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102128.000000 Penalty: 88576.625000
Iteration 425Q: 27 clusters Score -1.161021e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 128580 members 
Mstep: Class 3 contains 11127 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48239 members 
Mstep: Class 7 contains 16593 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 276887 members 
Mstep: Class 10 contains 93195 members 
Mstep: Class 11 contains 50137 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4647 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20283 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38670 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166566 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102080.000000 Penalty: 88576.625000
Iteration 426Q: 27 clusters Score -1.161021e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 128570 members 
Mstep: Class 3 contains 11120 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48238 members 
Mstep: Class 7 contains 16594 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 276899 members 
Mstep: Class 10 contains 93352 members 
Mstep: Class 11 contains 50127 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20287 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38667 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166458 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101936.000000 Penalty: 88576.625000
Iteration 427Q: 27 clusters Score -1.161019e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 128564 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48226 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 6315 members 
Mstep: Class 9 contains 276910 members 
Mstep: Class 10 contains 93503 members 
Mstep: Class 11 contains 50122 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4636 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20289 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38665 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166357 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102008.000000 Penalty: 88576.625000
Iteration 428Q: 27 clusters Score -1.16102e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 128545 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48225 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 276917 members 
Mstep: Class 10 contains 93628 members 
Mstep: Class 11 contains 50120 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20294 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38669 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166268 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102008.000000 Penalty: 88576.625000
Iteration 429Q: 27 clusters Score -1.16102e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 128536 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 6309 members 
Mstep: Class 9 contains 276925 members 
Mstep: Class 10 contains 93761 members 
Mstep: Class 11 contains 50120 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 22409 members 
Mstep: Class 17 contains 20296 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38667 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166172 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102096.000000 Penalty: 88576.625000
Iteration 430Q: 27 clusters Score -1.161021e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 128535 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16591 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 276943 members 
Mstep: Class 10 contains 93888 members 
Mstep: Class 11 contains 50120 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 22408 members 
Mstep: Class 17 contains 20303 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38668 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 166060 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102080.000000 Penalty: 88576.625000
Iteration 431Q: 27 clusters Score -1.161021e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 128526 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16591 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 276971 members 
Mstep: Class 10 contains 94002 members 
Mstep: Class 11 contains 50117 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 22407 members 
Mstep: Class 17 contains 20313 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38666 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165947 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102104.000000 Penalty: 88576.625000
Iteration 432Q: 27 clusters Score -1.161021e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 128524 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48211 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 6298 members 
Mstep: Class 9 contains 276992 members 
Mstep: Class 10 contains 94091 members 
Mstep: Class 11 contains 50116 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 22409 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38664 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165847 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102064.000000 Penalty: 88576.625000
Iteration 433Q: 27 clusters Score -1.161021e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 128522 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 6298 members 
Mstep: Class 9 contains 277000 members 
Mstep: Class 10 contains 94206 members 
Mstep: Class 11 contains 50114 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 22407 members 
Mstep: Class 17 contains 20338 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38662 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165736 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102192.000000 Penalty: 88576.625000
Iteration 434Q: 27 clusters Score -1.161022e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 128516 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 277017 members 
Mstep: Class 10 contains 94341 members 
Mstep: Class 11 contains 50112 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 22404 members 
Mstep: Class 17 contains 20349 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38661 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165601 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102080.000000 Penalty: 88576.625000
Iteration 435Q: 27 clusters Score -1.161021e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 128518 members 
Mstep: Class 3 contains 11115 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 277026 members 
Mstep: Class 10 contains 94492 members 
Mstep: Class 11 contains 50109 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4587 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 17 contains 20360 members 
Mstep: Class 18 contains 16585 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38664 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165455 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102056.000000 Penalty: 88576.625000
Iteration 436Q: 27 clusters Score -1.161021e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 128524 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48219 members 
Mstep: Class 7 contains 16584 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 277050 members 
Mstep: Class 10 contains 94640 members 
Mstep: Class 11 contains 50103 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 22399 members 
Mstep: Class 17 contains 20363 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 38663 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165306 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102104.000000 Penalty: 88576.625000
Iteration 437Q: 27 clusters Score -1.161021e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 128521 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 6281 members 
Mstep: Class 9 contains 277069 members 
Mstep: Class 10 contains 94768 members 
Mstep: Class 11 contains 50100 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 22392 members 
Mstep: Class 17 contains 20377 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 38665 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165177 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102176.000000 Penalty: 88576.625000
Iteration 438Q: 27 clusters Score -1.161022e+08 nChanged 277
Entering ConstructFrom: 
Score: -116102176.000000 Penalty: 88576.625000
Entering ConstructFrom: 
Trying to split cluster 1 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1085338.125000 Penalty: 2245.459229
	Iteration 0F: 2 clusters Score -1085338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1078512.375000 Penalty: 4490.918457
	Iteration 0F: 3 clusters Score -1078512 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1080453.750000 Penalty: 4490.918457
	Iteration 1F: 3 clusters Score -1080454 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1080778.250000 Penalty: 4490.918457
	Iteration 2F: 3 clusters Score -1080778 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1081047.875000 Penalty: 4490.918457
	Iteration 3F: 3 clusters Score -1081048 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1081319.625000 Penalty: 4490.918457
	Iteration 4Q: 3 clusters Score -1081320 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1081600.000000 Penalty: 4490.918457
	Iteration 5Q: 3 clusters Score -1081600 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1081868.750000 Penalty: 4490.918457
	Iteration 6Q: 3 clusters Score -1081869 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1082098.875000 Penalty: 4490.918457
	Iteration 7Q: 3 clusters Score -1082099 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1082340.625000 Penalty: 4490.918457
	Iteration 8Q: 3 clusters Score -1082341 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1082553.875000 Penalty: 4490.918457
	Iteration 9Q: 3 clusters Score -1082554 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1082686.750000 Penalty: 4490.918457
	Iteration 10Q: 3 clusters Score -1082687 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1082785.000000 Penalty: 4490.918457
	Iteration 11Q: 3 clusters Score -1082785 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1082859.125000 Penalty: 4490.918457
	Iteration 12Q: 3 clusters Score -1082859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1082914.875000 Penalty: 4490.918457
	Iteration 13Q: 3 clusters Score -1082915 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1082954.250000 Penalty: 4490.918457
	Iteration 14Q: 3 clusters Score -1082954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1082996.750000 Penalty: 4490.918457
	Iteration 15Q: 3 clusters Score -1082997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1083034.750000 Penalty: 4490.918457
	Iteration 16Q: 3 clusters Score -1083035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1083068.750000 Penalty: 4490.918457
	Iteration 17Q: 3 clusters Score -1083069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1083099.750000 Penalty: 4490.918457
	Iteration 18Q: 3 clusters Score -1083100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1083126.375000 Penalty: 4490.918457
	Iteration 19Q: 3 clusters Score -1083126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1083156.500000 Penalty: 4490.918457
	Iteration 20F: 3 clusters Score -1083156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1083182.750000 Penalty: 4490.918457
	Iteration 21Q: 3 clusters Score -1083183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1083205.625000 Penalty: 4490.918457
	Iteration 22Q: 3 clusters Score -1083206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1083224.750000 Penalty: 4490.918457
	Iteration 23Q: 3 clusters Score -1083225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1083243.625000 Penalty: 4490.918457
	Iteration 24Q: 3 clusters Score -1083244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1083263.375000 Penalty: 4490.918457
	Iteration 25Q: 3 clusters Score -1083263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1083285.750000 Penalty: 4490.918457
	Iteration 26Q: 3 clusters Score -1083286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1083315.375000 Penalty: 4490.918457
	Iteration 27Q: 3 clusters Score -1083315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1083347.000000 Penalty: 4490.918457
	Iteration 28Q: 3 clusters Score -1083347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1083382.250000 Penalty: 4490.918457
	Iteration 29Q: 3 clusters Score -1083382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1083409.875000 Penalty: 4490.918457
	Iteration 30Q: 3 clusters Score -1083410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1083437.625000 Penalty: 4490.918457
	Iteration 31Q: 3 clusters Score -1083438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1083468.375000 Penalty: 4490.918457
	Iteration 32Q: 3 clusters Score -1083468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1083506.000000 Penalty: 4490.918457
	Iteration 33Q: 3 clusters Score -1083506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1083535.875000 Penalty: 4490.918457
	Iteration 34Q: 3 clusters Score -1083536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1083572.000000 Penalty: 4490.918457
	Iteration 35Q: 3 clusters Score -1083572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1083606.375000 Penalty: 4490.918457
	Iteration 36Q: 3 clusters Score -1083606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1083636.000000 Penalty: 4490.918457
	Iteration 37Q: 3 clusters Score -1083636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1083662.500000 Penalty: 4490.918457
	Iteration 38Q: 3 clusters Score -1083662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1083688.750000 Penalty: 4490.918457
	Iteration 39Q: 3 clusters Score -1083689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1083701.875000 Penalty: 4490.918457
	Iteration 40F: 3 clusters Score -1083702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1083715.000000 Penalty: 4490.918457
	Iteration 41Q: 3 clusters Score -1083715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1083719.500000 Penalty: 4490.918457
	Iteration 42Q: 3 clusters Score -1083720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1083728.000000 Penalty: 4490.918457
	Iteration 43Q: 3 clusters Score -1083728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1083736.000000 Penalty: 4490.918457
	Iteration 44Q: 3 clusters Score -1083736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1083742.875000 Penalty: 4490.918457
	Iteration 45Q: 3 clusters Score -1083743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1083750.750000 Penalty: 4490.918457
	Iteration 46Q: 3 clusters Score -1083751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1083758.500000 Penalty: 4490.918457
	Iteration 47Q: 3 clusters Score -1083758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1083762.250000 Penalty: 4490.918457
	Iteration 48Q: 3 clusters Score -1083762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1083768.250000 Penalty: 4490.918457
	Iteration 49Q: 3 clusters Score -1083768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1083771.750000 Penalty: 4490.918457
	Iteration 50Q: 3 clusters Score -1083772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1083780.000000 Penalty: 4490.918457
	Iteration 51Q: 3 clusters Score -1083780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1083781.375000 Penalty: 4490.918457
	Iteration 52Q: 3 clusters Score -1083781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1083787.625000 Penalty: 4490.918457
	Iteration 53Q: 3 clusters Score -1083788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1083793.750000 Penalty: 4490.918457
	Iteration 54Q: 3 clusters Score -1083794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1083795.000000 Penalty: 4490.918457
	Iteration 55Q: 3 clusters Score -1083795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1083797.125000 Penalty: 4490.918457
	Iteration 56Q: 3 clusters Score -1083797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 4490.918457
	Iteration 57Q: 3 clusters Score -1083797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1083803.250000 Penalty: 4490.918457
	Iteration 58Q: 3 clusters Score -1083803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1083803.125000 Penalty: 4490.918457
	Iteration 59Q: 3 clusters Score -1083803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1083808.750000 Penalty: 4490.918457
	Iteration 60F: 3 clusters Score -1083809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1083810.750000 Penalty: 4490.918457
	Iteration 61Q: 3 clusters Score -1083811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1083814.250000 Penalty: 4490.918457
	Iteration 62Q: 3 clusters Score -1083814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1083816.625000 Penalty: 4490.918457
	Iteration 63Q: 3 clusters Score -1083817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1083820.375000 Penalty: 4490.918457
	Iteration 64Q: 3 clusters Score -1083820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1083825.000000 Penalty: 4490.918457
	Iteration 65Q: 3 clusters Score -1083825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1083825.000000 Penalty: 4490.918457
	Iteration 66Q: 3 clusters Score -1083825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1083825.000000 Penalty: 4490.918457
	Iteration 67Q: 3 clusters Score -1083825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1083825.750000 Penalty: 4490.918457
	Iteration 68Q: 3 clusters Score -1083826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1083827.375000 Penalty: 4490.918457
	Iteration 69Q: 3 clusters Score -1083827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1083827.375000 Penalty: 4490.918457
	Iteration 70Q: 3 clusters Score -1083827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1083827.625000 Penalty: 4490.918457
	Iteration 71Q: 3 clusters Score -1083828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1083826.750000 Penalty: 4490.918457
	Iteration 72Q: 3 clusters Score -1083827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1083827.000000 Penalty: 4490.918457
	Iteration 73Q: 3 clusters Score -1083827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1083826.250000 Penalty: 4490.918457
	Iteration 74Q: 3 clusters Score -1083826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1083826.250000 Penalty: 4490.918457
	Iteration 75F: 3 clusters Score -1083826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Entering Unmasked Estep 
Score: -16477132.000000 Penalty: 2917.439941
	Iteration 0F: 2 clusters Score -1.647713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -16391820.000000 Penalty: 5834.879883
	Iteration 0F: 3 clusters Score -1.639182e+07 nChanged 61032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -16427117.000000 Penalty: 5834.879883
	Iteration 1F: 3 clusters Score -1.642712e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -16428128.000000 Penalty: 5834.879883
	Iteration 2Q: 3 clusters Score -1.642813e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -16429194.000000 Penalty: 5834.879883
	Iteration 3Q: 3 clusters Score -1.642919e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -16430691.000000 Penalty: 5834.879883
	Iteration 4Q: 3 clusters Score -1.643069e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -16432529.000000 Penalty: 5834.879883
	Iteration 5Q: 3 clusters Score -1.643253e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -16434717.000000 Penalty: 5834.879883
	Iteration 6Q: 3 clusters Score -1.643472e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -16437703.000000 Penalty: 5834.879883
	Iteration 7Q: 3 clusters Score -1.64377e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -16441847.000000 Penalty: 5834.879883
	Iteration 8F: 3 clusters Score -1.644185e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -16447265.000000 Penalty: 5834.879883
	Iteration 9F: 3 clusters Score -1.644726e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -16452305.000000 Penalty: 5834.879883
	Iteration 10F: 3 clusters Score -1.64523e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -16454980.000000 Penalty: 5834.879883
	Iteration 11Q: 3 clusters Score -1.645498e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -16456015.000000 Penalty: 5834.879883
	Iteration 12Q: 3 clusters Score -1.645602e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -16456483.000000 Penalty: 5834.879883
	Iteration 13Q: 3 clusters Score -1.645648e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -16456757.000000 Penalty: 5834.879883
	Iteration 14Q: 3 clusters Score -1.645676e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -16457120.000000 Penalty: 5834.879883
	Iteration 15Q: 3 clusters Score -1.645712e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -16457460.000000 Penalty: 5834.879883
	Iteration 16Q: 3 clusters Score -1.645746e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -16457723.000000 Penalty: 5834.879883
	Iteration 17Q: 3 clusters Score -1.645772e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -16458071.000000 Penalty: 5834.879883
	Iteration 18Q: 3 clusters Score -1.645807e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -16458395.000000 Penalty: 5834.879883
	Iteration 19Q: 3 clusters Score -1.64584e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -16458789.000000 Penalty: 5834.879883
	Iteration 20F: 3 clusters Score -1.645879e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -16458962.000000 Penalty: 5834.879883
	Iteration 21Q: 3 clusters Score -1.645896e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -16459288.000000 Penalty: 5834.879883
	Iteration 22Q: 3 clusters Score -1.645929e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -16459619.000000 Penalty: 5834.879883
	Iteration 23Q: 3 clusters Score -1.645962e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -16459994.000000 Penalty: 5834.879883
	Iteration 24Q: 3 clusters Score -1.645999e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -16460296.000000 Penalty: 5834.879883
	Iteration 25Q: 3 clusters Score -1.64603e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -16460755.000000 Penalty: 5834.879883
	Iteration 26Q: 3 clusters Score -1.646076e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -16461238.000000 Penalty: 5834.879883
	Iteration 27Q: 3 clusters Score -1.646124e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -16461633.000000 Penalty: 5834.879883
	Iteration 28Q: 3 clusters Score -1.646163e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -16462141.000000 Penalty: 5834.879883
	Iteration 29Q: 3 clusters Score -1.646214e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -16462660.000000 Penalty: 5834.879883
	Iteration 30Q: 3 clusters Score -1.646266e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -16463062.000000 Penalty: 5834.879883
	Iteration 31Q: 3 clusters Score -1.646306e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -16463437.000000 Penalty: 5834.879883
	Iteration 32Q: 3 clusters Score -1.646344e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -16463817.000000 Penalty: 5834.879883
	Iteration 33Q: 3 clusters Score -1.646382e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -16464160.000000 Penalty: 5834.879883
	Iteration 34Q: 3 clusters Score -1.646416e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -16464522.000000 Penalty: 5834.879883
	Iteration 35Q: 3 clusters Score -1.646452e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -16464928.000000 Penalty: 5834.879883
	Iteration 36Q: 3 clusters Score -1.646493e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -16465215.000000 Penalty: 5834.879883
	Iteration 37Q: 3 clusters Score -1.646522e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -16465603.000000 Penalty: 5834.879883
	Iteration 38Q: 3 clusters Score -1.64656e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -16465906.000000 Penalty: 5834.879883
	Iteration 39Q: 3 clusters Score -1.646591e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -16466378.000000 Penalty: 5834.879883
	Iteration 40F: 3 clusters Score -1.646638e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -16466599.000000 Penalty: 5834.879883
	Iteration 41Q: 3 clusters Score -1.64666e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -16466881.000000 Penalty: 5834.879883
	Iteration 42Q: 3 clusters Score -1.646688e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -16467244.000000 Penalty: 5834.879883
	Iteration 43Q: 3 clusters Score -1.646724e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -16467684.000000 Penalty: 5834.879883
	Iteration 44Q: 3 clusters Score -1.646768e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -16468006.000000 Penalty: 5834.879883
	Iteration 45Q: 3 clusters Score -1.646801e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -16468333.000000 Penalty: 5834.879883
	Iteration 46Q: 3 clusters Score -1.646833e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -16468581.000000 Penalty: 5834.879883
	Iteration 47Q: 3 clusters Score -1.646858e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -16468918.000000 Penalty: 5834.879883
	Iteration 48Q: 3 clusters Score -1.646892e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -16469213.000000 Penalty: 5834.879883
	Iteration 49Q: 3 clusters Score -1.646921e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -16469567.000000 Penalty: 5834.879883
	Iteration 50Q: 3 clusters Score -1.646957e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -16469928.000000 Penalty: 5834.879883
	Iteration 51Q: 3 clusters Score -1.646993e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -16470252.000000 Penalty: 5834.879883
	Iteration 52Q: 3 clusters Score -1.647025e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -16470682.000000 Penalty: 5834.879883
	Iteration 53Q: 3 clusters Score -1.647068e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -16471082.000000 Penalty: 5834.879883
	Iteration 54Q: 3 clusters Score -1.647108e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -16471379.000000 Penalty: 5834.879883
	Iteration 55Q: 3 clusters Score -1.647138e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -16471736.000000 Penalty: 5834.879883
	Iteration 56Q: 3 clusters Score -1.647174e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -16472122.000000 Penalty: 5834.879883
	Iteration 57Q: 3 clusters Score -1.647212e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -16472481.000000 Penalty: 5834.879883
	Iteration 58Q: 3 clusters Score -1.647248e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -16472853.000000 Penalty: 5834.879883
	Iteration 59Q: 3 clusters Score -1.647285e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -16473127.000000 Penalty: 5834.879883
	Iteration 60F: 3 clusters Score -1.647313e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -16473384.000000 Penalty: 5834.879883
	Iteration 61Q: 3 clusters Score -1.647338e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -16473579.000000 Penalty: 5834.879883
	Iteration 62Q: 3 clusters Score -1.647358e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -16473795.000000 Penalty: 5834.879883
	Iteration 63Q: 3 clusters Score -1.64738e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -16473942.000000 Penalty: 5834.879883
	Iteration 64Q: 3 clusters Score -1.647394e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -16474092.000000 Penalty: 5834.879883
	Iteration 65Q: 3 clusters Score -1.647409e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -16474211.000000 Penalty: 5834.879883
	Iteration 66Q: 3 clusters Score -1.647421e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -16474359.000000 Penalty: 5834.879883
	Iteration 67Q: 3 clusters Score -1.647436e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122784 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -16474510.000000 Penalty: 5834.879883
	Iteration 68Q: 3 clusters Score -1.647451e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -16474576.000000 Penalty: 5834.879883
	Iteration 69Q: 3 clusters Score -1.647458e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -16474651.000000 Penalty: 5834.879883
	Iteration 70Q: 3 clusters Score -1.647465e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -16474720.000000 Penalty: 5834.879883
	Iteration 71Q: 3 clusters Score -1.647472e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16474749.000000 Penalty: 5834.879883
	Iteration 72Q: 3 clusters Score -1.647475e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124357 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -16474801.000000 Penalty: 5834.879883
	Iteration 73Q: 3 clusters Score -1.64748e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -16474814.000000 Penalty: 5834.879883
	Iteration 74Q: 3 clusters Score -1.647481e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -16474846.000000 Penalty: 5834.879883
	Iteration 75Q: 3 clusters Score -1.647485e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -16474870.000000 Penalty: 5834.879883
	Iteration 76Q: 3 clusters Score -1.647487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -16474937.000000 Penalty: 5834.879883
	Iteration 77Q: 3 clusters Score -1.647494e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -16474952.000000 Penalty: 5834.879883
	Iteration 78Q: 3 clusters Score -1.647495e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -16474978.000000 Penalty: 5834.879883
	Iteration 79Q: 3 clusters Score -1.647498e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125430 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -16474997.000000 Penalty: 5834.879883
	Iteration 80F: 3 clusters Score -1.6475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125504 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -16475008.000000 Penalty: 5834.879883
	Iteration 81Q: 3 clusters Score -1.647501e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16475022.000000 Penalty: 5834.879883
	Iteration 82Q: 3 clusters Score -1.647502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -16475040.000000 Penalty: 5834.879883
	Iteration 83Q: 3 clusters Score -1.647504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -16475046.000000 Penalty: 5834.879883
	Iteration 84Q: 3 clusters Score -1.647505e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125720 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -16475076.000000 Penalty: 5834.879883
	Iteration 85Q: 3 clusters Score -1.647508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -16475065.000000 Penalty: 5834.879883
	Iteration 86Q: 3 clusters Score -1.647506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -16475050.000000 Penalty: 5834.879883
	Iteration 87Q: 3 clusters Score -1.647505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16475062.000000 Penalty: 5834.879883
	Iteration 88Q: 3 clusters Score -1.647506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16475074.000000 Penalty: 5834.879883
	Iteration 89Q: 3 clusters Score -1.647507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -16475068.000000 Penalty: 5834.879883
	Iteration 90Q: 3 clusters Score -1.647507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -16475089.000000 Penalty: 5834.879883
	Iteration 91Q: 3 clusters Score -1.647509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125884 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -16475074.000000 Penalty: 5834.879883
	Iteration 92Q: 3 clusters Score -1.647507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125907 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -16475088.000000 Penalty: 5834.879883
	Iteration 93Q: 3 clusters Score -1.647509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -16475084.000000 Penalty: 5834.879883
	Iteration 94Q: 3 clusters Score -1.647508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16475092.000000 Penalty: 5834.879883
	Iteration 95Q: 3 clusters Score -1.647509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16475116.000000 Penalty: 5834.879883
	Iteration 96Q: 3 clusters Score -1.647512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -16475123.000000 Penalty: 5834.879883
	Iteration 97Q: 3 clusters Score -1.647512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -16475128.000000 Penalty: 5834.879883
	Iteration 98Q: 3 clusters Score -1.647513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16475128.000000 Penalty: 5834.879883
	Iteration 99Q: 3 clusters Score -1.647513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126015 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -16475118.000000 Penalty: 5834.879883
	Iteration 100F: 3 clusters Score -1.647512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -16475123.000000 Penalty: 5834.879883
	Iteration 101Q: 3 clusters Score -1.647512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126027 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16475117.000000 Penalty: 5834.879883
	Iteration 102Q: 3 clusters Score -1.647512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -16475109.000000 Penalty: 5834.879883
	Iteration 103Q: 3 clusters Score -1.647511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -16475115.000000 Penalty: 5834.879883
	Iteration 104Q: 3 clusters Score -1.647512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126051 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16475109.000000 Penalty: 5834.879883
	Iteration 105Q: 3 clusters Score -1.647511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -16475111.000000 Penalty: 5834.879883
	Iteration 106Q: 3 clusters Score -1.647511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126067 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -16475117.000000 Penalty: 5834.879883
	Iteration 107Q: 3 clusters Score -1.647512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126082 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -16475123.000000 Penalty: 5834.879883
	Iteration 108Q: 3 clusters Score -1.647512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126093 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -16475123.000000 Penalty: 5834.879883
	Iteration 109Q: 3 clusters Score -1.647512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -16475129.000000 Penalty: 5834.879883
	Iteration 110Q: 3 clusters Score -1.647513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -16475119.000000 Penalty: 5834.879883
	Iteration 111Q: 3 clusters Score -1.647512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126123 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -16475137.000000 Penalty: 5834.879883
	Iteration 112Q: 3 clusters Score -1.647514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -16475120.000000 Penalty: 5834.879883
	Iteration 113Q: 3 clusters Score -1.647512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126143 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16475134.000000 Penalty: 5834.879883
	Iteration 114Q: 3 clusters Score -1.647513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126152 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -16475134.000000 Penalty: 5834.879883
	Iteration 115Q: 3 clusters Score -1.647513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -16475122.000000 Penalty: 5834.879883
	Iteration 116Q: 3 clusters Score -1.647512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -16475123.000000 Penalty: 5834.879883
	Iteration 117Q: 3 clusters Score -1.647512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -16475132.000000 Penalty: 5834.879883
	Iteration 118Q: 3 clusters Score -1.647513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -16475119.000000 Penalty: 5834.879883
	Iteration 119Q: 3 clusters Score -1.647512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -16475140.000000 Penalty: 5834.879883
	Iteration 120F: 3 clusters Score -1.647514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -16475138.000000 Penalty: 5834.879883
	Iteration 121Q: 3 clusters Score -1.647514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -16475145.000000 Penalty: 5834.879883
	Iteration 122Q: 3 clusters Score -1.647514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -16475152.000000 Penalty: 5834.879883
	Iteration 123Q: 3 clusters Score -1.647515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -16475149.000000 Penalty: 5834.879883
	Iteration 124Q: 3 clusters Score -1.647515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -16475159.000000 Penalty: 5834.879883
	Iteration 125Q: 3 clusters Score -1.647516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -16475157.000000 Penalty: 5834.879883
	Iteration 126Q: 3 clusters Score -1.647516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16475155.000000 Penalty: 5834.879883
	Iteration 127Q: 3 clusters Score -1.647516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -16475160.000000 Penalty: 5834.879883
	Iteration 128Q: 3 clusters Score -1.647516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16475167.000000 Penalty: 5834.879883
	Iteration 129Q: 3 clusters Score -1.647517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -16475159.000000 Penalty: 5834.879883
	Iteration 130Q: 3 clusters Score -1.647516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -16475157.000000 Penalty: 5834.879883
	Iteration 131Q: 3 clusters Score -1.647516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126211 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -16475157.000000 Penalty: 5834.879883
	Iteration 132Q: 3 clusters Score -1.647516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126211 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -16475157.000000 Penalty: 5834.879883
	Iteration 133F: 3 clusters Score -1.647516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Entering Unmasked Estep 
Score: -1341645.000000 Penalty: 2310.581299
	Iteration 0F: 2 clusters Score -1341645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1333214.500000 Penalty: 4621.162598
	Iteration 0F: 3 clusters Score -1333214 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1335877.375000 Penalty: 4621.162598
	Iteration 1F: 3 clusters Score -1335877 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1336220.875000 Penalty: 4621.162598
	Iteration 2F: 3 clusters Score -1336221 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1336487.875000 Penalty: 4621.162598
	Iteration 3Q: 3 clusters Score -1336488 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1336745.500000 Penalty: 4621.162598
	Iteration 4Q: 3 clusters Score -1336746 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1337010.500000 Penalty: 4621.162598
	Iteration 5Q: 3 clusters Score -1337010 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1337302.125000 Penalty: 4621.162598
	Iteration 6Q: 3 clusters Score -1337302 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1337645.625000 Penalty: 4621.162598
	Iteration 7Q: 3 clusters Score -1337646 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1337984.875000 Penalty: 4621.162598
	Iteration 8Q: 3 clusters Score -1337985 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1338302.625000 Penalty: 4621.162598
	Iteration 9Q: 3 clusters Score -1338303 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1338554.750000 Penalty: 4621.162598
	Iteration 10Q: 3 clusters Score -1338555 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1338767.625000 Penalty: 4621.162598
	Iteration 11Q: 3 clusters Score -1338768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1338923.750000 Penalty: 4621.162598
	Iteration 12Q: 3 clusters Score -1338924 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1339037.500000 Penalty: 4621.162598
	Iteration 13Q: 3 clusters Score -1339038 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1339133.625000 Penalty: 4621.162598
	Iteration 14Q: 3 clusters Score -1339134 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1339214.875000 Penalty: 4621.162598
	Iteration 15Q: 3 clusters Score -1339215 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1339281.250000 Penalty: 4621.162598
	Iteration 16Q: 3 clusters Score -1339281 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1339323.375000 Penalty: 4621.162598
	Iteration 17Q: 3 clusters Score -1339323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1339369.250000 Penalty: 4621.162598
	Iteration 18Q: 3 clusters Score -1339369 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1339406.625000 Penalty: 4621.162598
	Iteration 19Q: 3 clusters Score -1339407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1339447.500000 Penalty: 4621.162598
	Iteration 20F: 3 clusters Score -1339448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1339475.000000 Penalty: 4621.162598
	Iteration 21Q: 3 clusters Score -1339475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1339497.250000 Penalty: 4621.162598
	Iteration 22Q: 3 clusters Score -1339497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1339509.250000 Penalty: 4621.162598
	Iteration 23Q: 3 clusters Score -1339509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1339517.000000 Penalty: 4621.162598
	Iteration 24Q: 3 clusters Score -1339517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1339526.250000 Penalty: 4621.162598
	Iteration 25Q: 3 clusters Score -1339526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1339540.750000 Penalty: 4621.162598
	Iteration 26Q: 3 clusters Score -1339541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1339553.750000 Penalty: 4621.162598
	Iteration 27Q: 3 clusters Score -1339554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1339567.125000 Penalty: 4621.162598
	Iteration 28Q: 3 clusters Score -1339567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1339572.500000 Penalty: 4621.162598
	Iteration 29Q: 3 clusters Score -1339572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1339583.125000 Penalty: 4621.162598
	Iteration 30Q: 3 clusters Score -1339583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1339591.375000 Penalty: 4621.162598
	Iteration 31Q: 3 clusters Score -1339591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1339598.375000 Penalty: 4621.162598
	Iteration 32Q: 3 clusters Score -1339598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1339601.250000 Penalty: 4621.162598
	Iteration 33Q: 3 clusters Score -1339601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1339602.000000 Penalty: 4621.162598
	Iteration 34Q: 3 clusters Score -1339602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1339606.375000 Penalty: 4621.162598
	Iteration 35Q: 3 clusters Score -1339606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1339607.875000 Penalty: 4621.162598
	Iteration 36Q: 3 clusters Score -1339608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1339607.750000 Penalty: 4621.162598
	Iteration 37Q: 3 clusters Score -1339608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1339611.875000 Penalty: 4621.162598
	Iteration 38Q: 3 clusters Score -1339612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1339610.500000 Penalty: 4621.162598
	Iteration 39Q: 3 clusters Score -1339610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1339613.375000 Penalty: 4621.162598
	Iteration 40F: 3 clusters Score -1339613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1339610.125000 Penalty: 4621.162598
	Iteration 41Q: 3 clusters Score -1339610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1339610.125000 Penalty: 4621.162598
	Iteration 42F: 3 clusters Score -1339610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -279761.468750 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -279761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276961.937500 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -276961.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -277491.250000 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -277491.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277672.781250 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -277672.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277776.093750 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -277776.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -277826.687500 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -277826.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -277868.937500 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -277868.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277906.312500 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -277906.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277944.468750 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -277944.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277970.406250 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -277970.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -277990.687500 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -277990.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -278003.531250 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -278003.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278019.750000 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -278019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278034.406250 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -278034.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -278048.906250 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -278048.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278062.343750 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -278062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -278072.875000 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -278072.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278085.000000 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -278085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -278095.750000 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -278095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -278104.843750 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -278104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -278109.312500 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -278109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -278116.531250 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -278116.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -278121.562500 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -278121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -278125.906250 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -278125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -278130.687500 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -278130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -278133.718750 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -278133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -278135.312500 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -278135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278136.218750 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -278136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278136.218750 Penalty: 3841.521484
	Iteration 27F: 3 clusters Score -278136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -32940.878906 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -32940.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31656.904297 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -31656.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31817.826172 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -31817.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31865.074219 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -31865.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31887.781250 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -31887.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31908.378906 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -31908.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31926.611328 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -31926.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31939.851562 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -31939.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31941.525391 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -31941.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31941.525391 Penalty: 2834.011475
	Iteration 8F: 3 clusters Score -31941.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Entering Unmasked Estep 
Score: -6221202.000000 Penalty: 2674.284180
	Iteration 0F: 2 clusters Score -6221202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6188583.500000 Penalty: 5348.568359
	Iteration 0F: 3 clusters Score -6188584 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6201253.500000 Penalty: 5348.568359
	Iteration 1F: 3 clusters Score -6201254 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -6202152.500000 Penalty: 5348.568359
	Iteration 2Q: 3 clusters Score -6202152 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6203238.500000 Penalty: 5348.568359
	Iteration 3Q: 3 clusters Score -6203238 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6204521.500000 Penalty: 5348.568359
	Iteration 4F: 3 clusters Score -6204522 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -6206159.000000 Penalty: 5348.568359
	Iteration 5F: 3 clusters Score -6206159 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6208216.000000 Penalty: 5348.568359
	Iteration 6F: 3 clusters Score -6208216 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6210353.000000 Penalty: 5348.568359
	Iteration 7F: 3 clusters Score -6210353 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6212130.000000 Penalty: 5348.568359
	Iteration 8F: 3 clusters Score -6212130 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6213146.500000 Penalty: 5348.568359
	Iteration 9Q: 3 clusters Score -6213146 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6213663.500000 Penalty: 5348.568359
	Iteration 10Q: 3 clusters Score -6213664 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6213936.000000 Penalty: 5348.568359
	Iteration 11Q: 3 clusters Score -6213936 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6214103.500000 Penalty: 5348.568359
	Iteration 12Q: 3 clusters Score -6214104 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6214264.000000 Penalty: 5348.568359
	Iteration 13Q: 3 clusters Score -6214264 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -6214433.000000 Penalty: 5348.568359
	Iteration 14Q: 3 clusters Score -6214433 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6214626.500000 Penalty: 5348.568359
	Iteration 15Q: 3 clusters Score -6214626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -6214728.500000 Penalty: 5348.568359
	Iteration 16Q: 3 clusters Score -6214728 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6214834.000000 Penalty: 5348.568359
	Iteration 17Q: 3 clusters Score -6214834 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6214924.500000 Penalty: 5348.568359
	Iteration 18Q: 3 clusters Score -6214924 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6215045.500000 Penalty: 5348.568359
	Iteration 19Q: 3 clusters Score -6215046 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -6215114.000000 Penalty: 5348.568359
	Iteration 20F: 3 clusters Score -6215114 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6215198.500000 Penalty: 5348.568359
	Iteration 21Q: 3 clusters Score -6215198 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6215281.500000 Penalty: 5348.568359
	Iteration 22Q: 3 clusters Score -6215282 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -6215335.500000 Penalty: 5348.568359
	Iteration 23Q: 3 clusters Score -6215336 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -6215407.000000 Penalty: 5348.568359
	Iteration 24Q: 3 clusters Score -6215407 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6215488.000000 Penalty: 5348.568359
	Iteration 25Q: 3 clusters Score -6215488 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6215557.000000 Penalty: 5348.568359
	Iteration 26Q: 3 clusters Score -6215557 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6215686.500000 Penalty: 5348.568359
	Iteration 27Q: 3 clusters Score -6215686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6215800.000000 Penalty: 5348.568359
	Iteration 28Q: 3 clusters Score -6215800 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -6215875.000000 Penalty: 5348.568359
	Iteration 29Q: 3 clusters Score -6215875 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6215998.500000 Penalty: 5348.568359
	Iteration 30Q: 3 clusters Score -6215998 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -6216105.000000 Penalty: 5348.568359
	Iteration 31Q: 3 clusters Score -6216105 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -6216191.500000 Penalty: 5348.568359
	Iteration 32Q: 3 clusters Score -6216192 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -6216326.000000 Penalty: 5348.568359
	Iteration 33Q: 3 clusters Score -6216326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6216445.000000 Penalty: 5348.568359
	Iteration 34Q: 3 clusters Score -6216445 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -6216547.000000 Penalty: 5348.568359
	Iteration 35Q: 3 clusters Score -6216547 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -6216664.500000 Penalty: 5348.568359
	Iteration 36Q: 3 clusters Score -6216664 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6216744.500000 Penalty: 5348.568359
	Iteration 37Q: 3 clusters Score -6216744 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -6216842.000000 Penalty: 5348.568359
	Iteration 38Q: 3 clusters Score -6216842 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -6216948.500000 Penalty: 5348.568359
	Iteration 39Q: 3 clusters Score -6216948 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -6217083.500000 Penalty: 5348.568359
	Iteration 40F: 3 clusters Score -6217084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -6217160.500000 Penalty: 5348.568359
	Iteration 41Q: 3 clusters Score -6217160 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -6217267.500000 Penalty: 5348.568359
	Iteration 42Q: 3 clusters Score -6217268 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -6217353.500000 Penalty: 5348.568359
	Iteration 43Q: 3 clusters Score -6217354 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6217448.500000 Penalty: 5348.568359
	Iteration 44Q: 3 clusters Score -6217448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -6217541.000000 Penalty: 5348.568359
	Iteration 45Q: 3 clusters Score -6217541 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -6217605.500000 Penalty: 5348.568359
	Iteration 46Q: 3 clusters Score -6217606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -6217699.500000 Penalty: 5348.568359
	Iteration 47Q: 3 clusters Score -6217700 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -6217795.000000 Penalty: 5348.568359
	Iteration 48Q: 3 clusters Score -6217795 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -6217898.500000 Penalty: 5348.568359
	Iteration 49Q: 3 clusters Score -6217898 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6217984.000000 Penalty: 5348.568359
	Iteration 50Q: 3 clusters Score -6217984 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -6218072.000000 Penalty: 5348.568359
	Iteration 51Q: 3 clusters Score -6218072 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6218164.500000 Penalty: 5348.568359
	Iteration 52Q: 3 clusters Score -6218164 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -6218226.000000 Penalty: 5348.568359
	Iteration 53Q: 3 clusters Score -6218226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6218311.500000 Penalty: 5348.568359
	Iteration 54Q: 3 clusters Score -6218312 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -6218400.000000 Penalty: 5348.568359
	Iteration 55Q: 3 clusters Score -6218400 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6218453.500000 Penalty: 5348.568359
	Iteration 56Q: 3 clusters Score -6218454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6218502.500000 Penalty: 5348.568359
	Iteration 57Q: 3 clusters Score -6218502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6218528.500000 Penalty: 5348.568359
	Iteration 58Q: 3 clusters Score -6218528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6218569.000000 Penalty: 5348.568359
	Iteration 59Q: 3 clusters Score -6218569 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6218612.000000 Penalty: 5348.568359
	Iteration 60F: 3 clusters Score -6218612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6218652.500000 Penalty: 5348.568359
	Iteration 61Q: 3 clusters Score -6218652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -6218678.000000 Penalty: 5348.568359
	Iteration 62Q: 3 clusters Score -6218678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6218707.000000 Penalty: 5348.568359
	Iteration 63Q: 3 clusters Score -6218707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6218758.000000 Penalty: 5348.568359
	Iteration 64Q: 3 clusters Score -6218758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6218783.000000 Penalty: 5348.568359
	Iteration 65Q: 3 clusters Score -6218783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -6218813.500000 Penalty: 5348.568359
	Iteration 66Q: 3 clusters Score -6218814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6218839.000000 Penalty: 5348.568359
	Iteration 67Q: 3 clusters Score -6218839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -6218860.500000 Penalty: 5348.568359
	Iteration 68Q: 3 clusters Score -6218860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6218895.000000 Penalty: 5348.568359
	Iteration 69Q: 3 clusters Score -6218895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -6218923.000000 Penalty: 5348.568359
	Iteration 70Q: 3 clusters Score -6218923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -6218936.500000 Penalty: 5348.568359
	Iteration 71Q: 3 clusters Score -6218936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6218946.500000 Penalty: 5348.568359
	Iteration 72Q: 3 clusters Score -6218946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6218951.000000 Penalty: 5348.568359
	Iteration 73Q: 3 clusters Score -6218951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6218949.500000 Penalty: 5348.568359
	Iteration 74Q: 3 clusters Score -6218950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6218956.500000 Penalty: 5348.568359
	Iteration 75Q: 3 clusters Score -6218956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6218964.000000 Penalty: 5348.568359
	Iteration 76Q: 3 clusters Score -6218964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6218974.000000 Penalty: 5348.568359
	Iteration 77Q: 3 clusters Score -6218974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -6218979.000000 Penalty: 5348.568359
	Iteration 78Q: 3 clusters Score -6218979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -6218989.000000 Penalty: 5348.568359
	Iteration 79Q: 3 clusters Score -6218989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6218988.500000 Penalty: 5348.568359
	Iteration 80F: 3 clusters Score -6218988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -6218985.000000 Penalty: 5348.568359
	Iteration 81Q: 3 clusters Score -6218985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -6218986.000000 Penalty: 5348.568359
	Iteration 82Q: 3 clusters Score -6218986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -6218991.000000 Penalty: 5348.568359
	Iteration 83Q: 3 clusters Score -6218991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6218992.500000 Penalty: 5348.568359
	Iteration 84Q: 3 clusters Score -6218992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6218992.000000 Penalty: 5348.568359
	Iteration 85Q: 3 clusters Score -6218992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6219001.000000 Penalty: 5348.568359
	Iteration 86Q: 3 clusters Score -6219001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6219003.000000 Penalty: 5348.568359
	Iteration 87Q: 3 clusters Score -6219003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6219000.000000 Penalty: 5348.568359
	Iteration 88Q: 3 clusters Score -6219000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -6219000.000000 Penalty: 5348.568359
	Iteration 89Q: 3 clusters Score -6219000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6219007.500000 Penalty: 5348.568359
	Iteration 90Q: 3 clusters Score -6219008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -6219000.500000 Penalty: 5348.568359
	Iteration 91Q: 3 clusters Score -6219000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6219004.500000 Penalty: 5348.568359
	Iteration 92Q: 3 clusters Score -6219004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6219005.500000 Penalty: 5348.568359
	Iteration 93Q: 3 clusters Score -6219006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6219009.000000 Penalty: 5348.568359
	Iteration 94Q: 3 clusters Score -6219009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6219002.000000 Penalty: 5348.568359
	Iteration 95Q: 3 clusters Score -6219002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6219003.000000 Penalty: 5348.568359
	Iteration 96Q: 3 clusters Score -6219003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6219004.000000 Penalty: 5348.568359
	Iteration 97Q: 3 clusters Score -6219004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6219010.000000 Penalty: 5348.568359
	Iteration 98Q: 3 clusters Score -6219010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6219001.500000 Penalty: 5348.568359
	Iteration 99Q: 3 clusters Score -6219002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6219007.500000 Penalty: 5348.568359
	Iteration 100F: 3 clusters Score -6219008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6219003.500000 Penalty: 5348.568359
	Iteration 101Q: 3 clusters Score -6219004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6219004.500000 Penalty: 5348.568359
	Iteration 102Q: 3 clusters Score -6219004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6219004.500000 Penalty: 5348.568359
	Iteration 103F: 3 clusters Score -6219004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Entering Unmasked Estep 
Score: -2144343.500000 Penalty: 2409.586182
	Iteration 0F: 2 clusters Score -2144344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2132393.750000 Penalty: 4819.172363
	Iteration 0F: 3 clusters Score -2132394 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2136405.000000 Penalty: 4819.172363
	Iteration 1F: 3 clusters Score -2136405 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2137132.250000 Penalty: 4819.172363
	Iteration 2F: 3 clusters Score -2137132 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2138090.000000 Penalty: 4819.172363
	Iteration 3F: 3 clusters Score -2138090 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2139170.500000 Penalty: 4819.172363
	Iteration 4F: 3 clusters Score -2139170 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2140323.000000 Penalty: 4819.172363
	Iteration 5F: 3 clusters Score -2140323 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2141388.250000 Penalty: 4819.172363
	Iteration 6F: 3 clusters Score -2141388 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2142251.500000 Penalty: 4819.172363
	Iteration 7F: 3 clusters Score -2142252 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2142814.000000 Penalty: 4819.172363
	Iteration 8Q: 3 clusters Score -2142814 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2143186.500000 Penalty: 4819.172363
	Iteration 9Q: 3 clusters Score -2143186 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2143400.750000 Penalty: 4819.172363
	Iteration 10Q: 3 clusters Score -2143401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2143531.750000 Penalty: 4819.172363
	Iteration 11Q: 3 clusters Score -2143532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2143600.000000 Penalty: 4819.172363
	Iteration 12Q: 3 clusters Score -2143600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2143633.250000 Penalty: 4819.172363
	Iteration 13Q: 3 clusters Score -2143633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2143656.250000 Penalty: 4819.172363
	Iteration 14Q: 3 clusters Score -2143656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2143668.250000 Penalty: 4819.172363
	Iteration 15Q: 3 clusters Score -2143668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2143666.500000 Penalty: 4819.172363
	Iteration 16Q: 3 clusters Score -2143666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2143674.000000 Penalty: 4819.172363
	Iteration 17Q: 3 clusters Score -2143674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2143677.750000 Penalty: 4819.172363
	Iteration 18Q: 3 clusters Score -2143678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2143680.000000 Penalty: 4819.172363
	Iteration 19Q: 3 clusters Score -2143680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2143679.000000 Penalty: 4819.172363
	Iteration 20F: 3 clusters Score -2143679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2143677.500000 Penalty: 4819.172363
	Iteration 21Q: 3 clusters Score -2143678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2143677.500000 Penalty: 4819.172363
	Iteration 22F: 3 clusters Score -2143678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -802256.000000 Penalty: 2168.869873
	Iteration 0F: 2 clusters Score -802256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -796937.562500 Penalty: 4337.739746
	Iteration 0F: 3 clusters Score -796937.6 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -798378.937500 Penalty: 4337.739746
	Iteration 1F: 3 clusters Score -798378.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -798666.125000 Penalty: 4337.739746
	Iteration 2F: 3 clusters Score -798666.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -798864.125000 Penalty: 4337.739746
	Iteration 3F: 3 clusters Score -798864.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -799020.687500 Penalty: 4337.739746
	Iteration 4Q: 3 clusters Score -799020.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -799147.812500 Penalty: 4337.739746
	Iteration 5Q: 3 clusters Score -799147.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -799261.125000 Penalty: 4337.739746
	Iteration 6Q: 3 clusters Score -799261.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -799374.937500 Penalty: 4337.739746
	Iteration 7Q: 3 clusters Score -799374.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -799485.562500 Penalty: 4337.739746
	Iteration 8Q: 3 clusters Score -799485.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -799580.750000 Penalty: 4337.739746
	Iteration 9Q: 3 clusters Score -799580.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -799694.500000 Penalty: 4337.739746
	Iteration 10Q: 3 clusters Score -799694.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -799803.500000 Penalty: 4337.739746
	Iteration 11Q: 3 clusters Score -799803.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -799916.500000 Penalty: 4337.739746
	Iteration 12Q: 3 clusters Score -799916.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -800008.437500 Penalty: 4337.739746
	Iteration 13Q: 3 clusters Score -800008.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -800084.437500 Penalty: 4337.739746
	Iteration 14Q: 3 clusters Score -800084.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -800140.500000 Penalty: 4337.739746
	Iteration 15Q: 3 clusters Score -800140.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -800191.500000 Penalty: 4337.739746
	Iteration 16Q: 3 clusters Score -800191.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -800237.062500 Penalty: 4337.739746
	Iteration 17Q: 3 clusters Score -800237.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -800275.562500 Penalty: 4337.739746
	Iteration 18Q: 3 clusters Score -800275.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -800309.562500 Penalty: 4337.739746
	Iteration 19Q: 3 clusters Score -800309.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -800334.437500 Penalty: 4337.739746
	Iteration 20F: 3 clusters Score -800334.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -800351.812500 Penalty: 4337.739746
	Iteration 21Q: 3 clusters Score -800351.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -800362.500000 Penalty: 4337.739746
	Iteration 22Q: 3 clusters Score -800362.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -800375.750000 Penalty: 4337.739746
	Iteration 23Q: 3 clusters Score -800375.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -800387.500000 Penalty: 4337.739746
	Iteration 24Q: 3 clusters Score -800387.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -800397.875000 Penalty: 4337.739746
	Iteration 25Q: 3 clusters Score -800397.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -800404.312500 Penalty: 4337.739746
	Iteration 26Q: 3 clusters Score -800404.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -800409.875000 Penalty: 4337.739746
	Iteration 27Q: 3 clusters Score -800409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -800411.687500 Penalty: 4337.739746
	Iteration 28Q: 3 clusters Score -800411.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -800416.000000 Penalty: 4337.739746
	Iteration 29Q: 3 clusters Score -800416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -800417.875000 Penalty: 4337.739746
	Iteration 30Q: 3 clusters Score -800417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -800418.250000 Penalty: 4337.739746
	Iteration 31Q: 3 clusters Score -800418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -800420.375000 Penalty: 4337.739746
	Iteration 32Q: 3 clusters Score -800420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -800423.187500 Penalty: 4337.739746
	Iteration 33Q: 3 clusters Score -800423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -800424.125000 Penalty: 4337.739746
	Iteration 34Q: 3 clusters Score -800424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -800425.937500 Penalty: 4337.739746
	Iteration 35Q: 3 clusters Score -800425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -800425.937500 Penalty: 4337.739746
	Iteration 36F: 3 clusters Score -800425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277079 members 
Entering Unmasked Estep 
Score: -35254476.000000 Penalty: 3107.950439
	Iteration 0F: 2 clusters Score -3.525448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -35084168.000000 Penalty: 6215.900879
	Iteration 0F: 3 clusters Score -3.508417e+07 nChanged 133856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -35162708.000000 Penalty: 6215.900879
	Iteration 1F: 3 clusters Score -3.516271e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -35164104.000000 Penalty: 6215.900879
	Iteration 2Q: 3 clusters Score -3.51641e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -35165808.000000 Penalty: 6215.900879
	Iteration 3Q: 3 clusters Score -3.516581e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -35168840.000000 Penalty: 6215.900879
	Iteration 4Q: 3 clusters Score -3.516884e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -35174652.000000 Penalty: 6215.900879
	Iteration 5Q: 3 clusters Score -3.517465e+07 nChanged 19006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 193460 members 
Entering Unmasked Estep 
Score: -35185672.000000 Penalty: 6215.900879
	Iteration 6F: 3 clusters Score -3.518567e+07 nChanged 24528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 217982 members 
Entering Unmasked Estep 
Score: -35203580.000000 Penalty: 6215.900879
	Iteration 7F: 3 clusters Score -3.520358e+07 nChanged 25773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 243753 members 
Entering Unmasked Estep 
Score: -35225368.000000 Penalty: 6215.900879
	Iteration 8F: 3 clusters Score -3.522537e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -35240676.000000 Penalty: 6215.900879
	Iteration 9F: 3 clusters Score -3.524068e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 272485 members 
Entering Unmasked Estep 
Score: -35248112.000000 Penalty: 6215.900879
	Iteration 10Q: 3 clusters Score -3.524811e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 275725 members 
Entering Unmasked Estep 
Score: -35250608.000000 Penalty: 6215.900879
	Iteration 11Q: 3 clusters Score -3.525061e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 276553 members 
Entering Unmasked Estep 
Score: -35251352.000000 Penalty: 6215.900879
	Iteration 12Q: 3 clusters Score -3.525135e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276732 members 
Entering Unmasked Estep 
Score: -35251484.000000 Penalty: 6215.900879
	Iteration 13Q: 3 clusters Score -3.525148e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276781 members 
Entering Unmasked Estep 
Score: -35251552.000000 Penalty: 6215.900879
	Iteration 14Q: 3 clusters Score -3.525155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276801 members 
Entering Unmasked Estep 
Score: -35251580.000000 Penalty: 6215.900879
	Iteration 15Q: 3 clusters Score -3.525158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276809 members 
Entering Unmasked Estep 
Score: -35251632.000000 Penalty: 6215.900879
	Iteration 16Q: 3 clusters Score -3.525163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276814 members 
Entering Unmasked Estep 
Score: -35251652.000000 Penalty: 6215.900879
	Iteration 17Q: 3 clusters Score -3.525165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276820 members 
Entering Unmasked Estep 
Score: -35251680.000000 Penalty: 6215.900879
	Iteration 18Q: 3 clusters Score -3.525168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 276824 members 
Entering Unmasked Estep 
Score: -35251680.000000 Penalty: 6215.900879
	Iteration 19Q: 3 clusters Score -3.525168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276828 members 
Entering Unmasked Estep 
Score: -35251676.000000 Penalty: 6215.900879
	Iteration 20F: 3 clusters Score -3.525168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 276831 members 
Entering Unmasked Estep 
Score: -35251700.000000 Penalty: 6215.900879
	Iteration 21Q: 3 clusters Score -3.52517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276832 members 
Entering Unmasked Estep 
Score: -35251692.000000 Penalty: 6215.900879
	Iteration 22Q: 3 clusters Score -3.525169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276832 members 
Entering Unmasked Estep 
Score: -35251692.000000 Penalty: 6215.900879
	Iteration 23F: 3 clusters Score -3.525169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Entering Unmasked Estep 
Score: -12190129.000000 Penalty: 2842.192139
	Iteration 0F: 2 clusters Score -1.219013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -12126554.000000 Penalty: 5684.384277
	Iteration 0F: 3 clusters Score -1.212655e+07 nChanged 44756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -12151957.000000 Penalty: 5684.384277
	Iteration 1F: 3 clusters Score -1.215196e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -12152956.000000 Penalty: 5684.384277
	Iteration 2Q: 3 clusters Score -1.215296e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -12154433.000000 Penalty: 5684.384277
	Iteration 3Q: 3 clusters Score -1.215443e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -12157075.000000 Penalty: 5684.384277
	Iteration 4F: 3 clusters Score -1.215708e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -12161791.000000 Penalty: 5684.384277
	Iteration 5F: 3 clusters Score -1.216179e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -12169464.000000 Penalty: 5684.384277
	Iteration 6F: 3 clusters Score -1.216946e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -12178539.000000 Penalty: 5684.384277
	Iteration 7F: 3 clusters Score -1.217854e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -12184652.000000 Penalty: 5684.384277
	Iteration 8F: 3 clusters Score -1.218465e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -12186753.000000 Penalty: 5684.384277
	Iteration 9Q: 3 clusters Score -1.218675e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -12187302.000000 Penalty: 5684.384277
	Iteration 10Q: 3 clusters Score -1.21873e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -12187466.000000 Penalty: 5684.384277
	Iteration 11Q: 3 clusters Score -1.218747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -12187521.000000 Penalty: 5684.384277
	Iteration 12Q: 3 clusters Score -1.218752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12187546.000000 Penalty: 5684.384277
	Iteration 13Q: 3 clusters Score -1.218755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12187543.000000 Penalty: 5684.384277
	Iteration 14Q: 3 clusters Score -1.218754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -12187541.000000 Penalty: 5684.384277
	Iteration 15Q: 3 clusters Score -1.218754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -12187546.000000 Penalty: 5684.384277
	Iteration 16Q: 3 clusters Score -1.218755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -12187546.000000 Penalty: 5684.384277
	Iteration 17F: 3 clusters Score -1.218755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Entering Unmasked Estep 
Score: -6255454.000000 Penalty: 2683.800537
	Iteration 0F: 2 clusters Score -6255454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6221763.000000 Penalty: 5367.601074
	Iteration 0F: 3 clusters Score -6221763 nChanged 23135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6234461.000000 Penalty: 5367.601074
	Iteration 1F: 3 clusters Score -6234461 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6235055.500000 Penalty: 5367.601074
	Iteration 2Q: 3 clusters Score -6235056 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6235640.000000 Penalty: 5367.601074
	Iteration 3Q: 3 clusters Score -6235640 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6236386.000000 Penalty: 5367.601074
	Iteration 4Q: 3 clusters Score -6236386 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6237436.500000 Penalty: 5367.601074
	Iteration 5Q: 3 clusters Score -6237436 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -6238941.500000 Penalty: 5367.601074
	Iteration 6F: 3 clusters Score -6238942 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -6241050.500000 Penalty: 5367.601074
	Iteration 7F: 3 clusters Score -6241050 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -6243567.500000 Penalty: 5367.601074
	Iteration 8F: 3 clusters Score -6243568 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6246091.500000 Penalty: 5367.601074
	Iteration 9F: 3 clusters Score -6246092 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -6248316.500000 Penalty: 5367.601074
	Iteration 10F: 3 clusters Score -6248316 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -6250342.000000 Penalty: 5367.601074
	Iteration 11Q: 3 clusters Score -6250342 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -6251947.000000 Penalty: 5367.601074
	Iteration 12Q: 3 clusters Score -6251947 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6252769.500000 Penalty: 5367.601074
	Iteration 13Q: 3 clusters Score -6252770 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6253046.500000 Penalty: 5367.601074
	Iteration 14Q: 3 clusters Score -6253046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -6253200.500000 Penalty: 5367.601074
	Iteration 15Q: 3 clusters Score -6253200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6253285.000000 Penalty: 5367.601074
	Iteration 16Q: 3 clusters Score -6253285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6253340.000000 Penalty: 5367.601074
	Iteration 17Q: 3 clusters Score -6253340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6253376.000000 Penalty: 5367.601074
	Iteration 18Q: 3 clusters Score -6253376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6253423.000000 Penalty: 5367.601074
	Iteration 19Q: 3 clusters Score -6253423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6253430.500000 Penalty: 5367.601074
	Iteration 20F: 3 clusters Score -6253430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6253466.500000 Penalty: 5367.601074
	Iteration 21Q: 3 clusters Score -6253466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6253468.500000 Penalty: 5367.601074
	Iteration 22Q: 3 clusters Score -6253468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6253484.000000 Penalty: 5367.601074
	Iteration 23Q: 3 clusters Score -6253484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -6253484.500000 Penalty: 5367.601074
	Iteration 24Q: 3 clusters Score -6253484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -6253483.000000 Penalty: 5367.601074
	Iteration 25Q: 3 clusters Score -6253483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -6253478.500000 Penalty: 5367.601074
	Iteration 26Q: 3 clusters Score -6253478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6253486.000000 Penalty: 5367.601074
	Iteration 27Q: 3 clusters Score -6253486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6253483.000000 Penalty: 5367.601074
	Iteration 28Q: 3 clusters Score -6253483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -6253490.500000 Penalty: 5367.601074
	Iteration 29Q: 3 clusters Score -6253490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6253489.000000 Penalty: 5367.601074
	Iteration 30Q: 3 clusters Score -6253489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6253489.000000 Penalty: 5367.601074
	Iteration 31F: 3 clusters Score -6253489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -44603.710938 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -44603.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43173.675781 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -43173.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43313.007812 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -43313.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43358.855469 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -43358.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43371.480469 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -43371.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43378.144531 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -43378.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43384.890625 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -43384.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43384.890625 Penalty: 2976.701660
	Iteration 6F: 3 clusters Score -43384.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -120184.187500 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -120184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118252.179688 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -118252.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118519.968750 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -118520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118586.757812 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -118586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118608.945312 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -118608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118615.468750 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -118615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118618.437500 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -118618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118619.445312 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -118619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118620.429688 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -118620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118620.429688 Penalty: 3410.115234
	Iteration 8F: 3 clusters Score -118620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -115074.617188 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -115074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113193.117188 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -113193.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113558.382812 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -113558.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113741.523438 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -113741.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113885.671875 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -113885.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114051.382812 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -114051.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114256.335938 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -114256.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114430.195312 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -114430.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114524.781250 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -114524.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114574.398438 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -114574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114589.726562 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -114589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114592.789062 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -114592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114596.828125 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -114596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114597.796875 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -114597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114600.812500 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -114600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114602.093750 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -114602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114602.093750 Penalty: 3397.136963
	Iteration 15F: 3 clusters Score -114602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -593188.375000 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -593188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -588900.375000 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -588900.4 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -589889.250000 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -589889.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -590081.687500 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -590081.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -590190.312500 Penalty: 4179.273438
	Iteration 3Q: 3 clusters Score -590190.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -590256.687500 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -590256.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -590311.250000 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -590311.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -590355.625000 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -590355.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -590396.812500 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -590396.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -590429.062500 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -590429.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -590459.500000 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -590459.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -590492.250000 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -590492.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -590514.812500 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -590514.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -590539.937500 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -590539.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -590569.687500 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -590569.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -590605.000000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -590605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -590633.125000 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -590633.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -590663.125000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -590663.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -590693.625000 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -590693.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -590713.875000 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -590713.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -590741.312500 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -590741.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -590771.062500 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -590771.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -590809.937500 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -590809.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -590854.125000 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -590854.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -590892.187500 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -590892.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -590937.250000 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -590937.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -590988.812500 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -590988.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -591030.812500 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -591030.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -591067.937500 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -591067.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -591090.125000 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -591090.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -591113.875000 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -591113.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -591137.937500 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -591137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -591165.687500 Penalty: 4179.273438
	Iteration 31Q: 3 clusters Score -591165.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -591184.687500 Penalty: 4179.273438
	Iteration 32Q: 3 clusters Score -591184.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -591208.937500 Penalty: 4179.273438
	Iteration 33Q: 3 clusters Score -591208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -591230.812500 Penalty: 4179.273438
	Iteration 34Q: 3 clusters Score -591230.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -591249.625000 Penalty: 4179.273438
	Iteration 35Q: 3 clusters Score -591249.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -591269.187500 Penalty: 4179.273438
	Iteration 36Q: 3 clusters Score -591269.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -591283.375000 Penalty: 4179.273438
	Iteration 37Q: 3 clusters Score -591283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -591300.750000 Penalty: 4179.273438
	Iteration 38Q: 3 clusters Score -591300.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -591315.437500 Penalty: 4179.273438
	Iteration 39Q: 3 clusters Score -591315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -591328.375000 Penalty: 4179.273438
	Iteration 40F: 3 clusters Score -591328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -591342.187500 Penalty: 4179.273438
	Iteration 41Q: 3 clusters Score -591342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -591351.812500 Penalty: 4179.273438
	Iteration 42Q: 3 clusters Score -591351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -591358.750000 Penalty: 4179.273438
	Iteration 43Q: 3 clusters Score -591358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -591364.937500 Penalty: 4179.273438
	Iteration 44Q: 3 clusters Score -591364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -591370.750000 Penalty: 4179.273438
	Iteration 45Q: 3 clusters Score -591370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -591375.062500 Penalty: 4179.273438
	Iteration 46Q: 3 clusters Score -591375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -591378.687500 Penalty: 4179.273438
	Iteration 47Q: 3 clusters Score -591378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -591379.437500 Penalty: 4179.273438
	Iteration 48Q: 3 clusters Score -591379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -591379.437500 Penalty: 4179.273438
	Iteration 49F: 3 clusters Score -591379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Entering Unmasked Estep 
Score: -2902000.000000 Penalty: 2484.037598
	Iteration 0F: 2 clusters Score -2902000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2886410.750000 Penalty: 4968.075195
	Iteration 0F: 3 clusters Score -2886411 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2891703.000000 Penalty: 4968.075195
	Iteration 1F: 3 clusters Score -2891703 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2892176.500000 Penalty: 4968.075195
	Iteration 2F: 3 clusters Score -2892176 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2892571.250000 Penalty: 4968.075195
	Iteration 3Q: 3 clusters Score -2892571 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2892925.750000 Penalty: 4968.075195
	Iteration 4Q: 3 clusters Score -2892926 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2893268.750000 Penalty: 4968.075195
	Iteration 5Q: 3 clusters Score -2893269 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2893683.250000 Penalty: 4968.075195
	Iteration 6Q: 3 clusters Score -2893683 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2894199.750000 Penalty: 4968.075195
	Iteration 7Q: 3 clusters Score -2894200 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2894864.750000 Penalty: 4968.075195
	Iteration 8Q: 3 clusters Score -2894865 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2895696.750000 Penalty: 4968.075195
	Iteration 9F: 3 clusters Score -2895697 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2896591.750000 Penalty: 4968.075195
	Iteration 10F: 3 clusters Score -2896592 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2897385.250000 Penalty: 4968.075195
	Iteration 11Q: 3 clusters Score -2897385 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2898035.000000 Penalty: 4968.075195
	Iteration 12Q: 3 clusters Score -2898035 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2898555.750000 Penalty: 4968.075195
	Iteration 13Q: 3 clusters Score -2898556 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2898918.750000 Penalty: 4968.075195
	Iteration 14Q: 3 clusters Score -2898919 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2899149.500000 Penalty: 4968.075195
	Iteration 15Q: 3 clusters Score -2899150 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2899289.250000 Penalty: 4968.075195
	Iteration 16Q: 3 clusters Score -2899289 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2899390.500000 Penalty: 4968.075195
	Iteration 17Q: 3 clusters Score -2899390 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2899459.000000 Penalty: 4968.075195
	Iteration 18Q: 3 clusters Score -2899459 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2899529.750000 Penalty: 4968.075195
	Iteration 19Q: 3 clusters Score -2899530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2899582.750000 Penalty: 4968.075195
	Iteration 20F: 3 clusters Score -2899583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2899595.750000 Penalty: 4968.075195
	Iteration 21Q: 3 clusters Score -2899596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2899621.500000 Penalty: 4968.075195
	Iteration 22Q: 3 clusters Score -2899622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2899637.000000 Penalty: 4968.075195
	Iteration 23Q: 3 clusters Score -2899637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2899646.250000 Penalty: 4968.075195
	Iteration 24Q: 3 clusters Score -2899646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2899655.750000 Penalty: 4968.075195
	Iteration 25Q: 3 clusters Score -2899656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2899673.750000 Penalty: 4968.075195
	Iteration 26Q: 3 clusters Score -2899674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2899676.750000 Penalty: 4968.075195
	Iteration 27Q: 3 clusters Score -2899677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2899692.500000 Penalty: 4968.075195
	Iteration 28Q: 3 clusters Score -2899692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2899694.000000 Penalty: 4968.075195
	Iteration 29Q: 3 clusters Score -2899694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2899697.250000 Penalty: 4968.075195
	Iteration 30Q: 3 clusters Score -2899697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2899707.250000 Penalty: 4968.075195
	Iteration 31Q: 3 clusters Score -2899707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2899710.250000 Penalty: 4968.075195
	Iteration 32Q: 3 clusters Score -2899710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2899716.000000 Penalty: 4968.075195
	Iteration 33Q: 3 clusters Score -2899716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2899721.500000 Penalty: 4968.075195
	Iteration 34Q: 3 clusters Score -2899722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2899725.500000 Penalty: 4968.075195
	Iteration 35Q: 3 clusters Score -2899726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2899729.500000 Penalty: 4968.075195
	Iteration 36Q: 3 clusters Score -2899730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2899732.250000 Penalty: 4968.075195
	Iteration 37Q: 3 clusters Score -2899732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2899735.750000 Penalty: 4968.075195
	Iteration 38Q: 3 clusters Score -2899736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2899738.750000 Penalty: 4968.075195
	Iteration 39Q: 3 clusters Score -2899739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2899742.000000 Penalty: 4968.075195
	Iteration 40F: 3 clusters Score -2899742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2899743.750000 Penalty: 4968.075195
	Iteration 41Q: 3 clusters Score -2899744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2899742.500000 Penalty: 4968.075195
	Iteration 42Q: 3 clusters Score -2899742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2899744.750000 Penalty: 4968.075195
	Iteration 43Q: 3 clusters Score -2899745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2899743.750000 Penalty: 4968.075195
	Iteration 44Q: 3 clusters Score -2899744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2899756.250000 Penalty: 4968.075195
	Iteration 45Q: 3 clusters Score -2899756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2899754.500000 Penalty: 4968.075195
	Iteration 46Q: 3 clusters Score -2899754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2899755.500000 Penalty: 4968.075195
	Iteration 47Q: 3 clusters Score -2899756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2899752.750000 Penalty: 4968.075195
	Iteration 48Q: 3 clusters Score -2899753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2899750.750000 Penalty: 4968.075195
	Iteration 49Q: 3 clusters Score -2899751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2899753.500000 Penalty: 4968.075195
	Iteration 50Q: 3 clusters Score -2899754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2899753.500000 Penalty: 4968.075195
	Iteration 51Q: 3 clusters Score -2899754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2899754.750000 Penalty: 4968.075195
	Iteration 52Q: 3 clusters Score -2899755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2899756.500000 Penalty: 4968.075195
	Iteration 53Q: 3 clusters Score -2899756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2899759.000000 Penalty: 4968.075195
	Iteration 54Q: 3 clusters Score -2899759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2899761.250000 Penalty: 4968.075195
	Iteration 55Q: 3 clusters Score -2899761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2899760.750000 Penalty: 4968.075195
	Iteration 56Q: 3 clusters Score -2899761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2899763.250000 Penalty: 4968.075195
	Iteration 57Q: 3 clusters Score -2899763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2899764.000000 Penalty: 4968.075195
	Iteration 58Q: 3 clusters Score -2899764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2899761.500000 Penalty: 4968.075195
	Iteration 59Q: 3 clusters Score -2899762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2899763.000000 Penalty: 4968.075195
	Iteration 60F: 3 clusters Score -2899763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2899764.500000 Penalty: 4968.075195
	Iteration 61Q: 3 clusters Score -2899764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2899765.500000 Penalty: 4968.075195
	Iteration 62Q: 3 clusters Score -2899766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2899765.500000 Penalty: 4968.075195
	Iteration 63F: 3 clusters Score -2899766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Entering Unmasked Estep 
Score: -2656208.750000 Penalty: 2460.842041
	Iteration 0F: 2 clusters Score -2656209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2641781.000000 Penalty: 4921.684082
	Iteration 0F: 3 clusters Score -2641781 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2646653.750000 Penalty: 4921.684082
	Iteration 1F: 3 clusters Score -2646654 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2647012.250000 Penalty: 4921.684082
	Iteration 2Q: 3 clusters Score -2647012 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2647381.500000 Penalty: 4921.684082
	Iteration 3Q: 3 clusters Score -2647382 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2647736.500000 Penalty: 4921.684082
	Iteration 4Q: 3 clusters Score -2647736 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2648154.500000 Penalty: 4921.684082
	Iteration 5Q: 3 clusters Score -2648154 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2648686.250000 Penalty: 4921.684082
	Iteration 6Q: 3 clusters Score -2648686 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2649413.750000 Penalty: 4921.684082
	Iteration 7F: 3 clusters Score -2649414 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2650326.500000 Penalty: 4921.684082
	Iteration 8F: 3 clusters Score -2650326 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2651435.000000 Penalty: 4921.684082
	Iteration 9F: 3 clusters Score -2651435 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2652423.000000 Penalty: 4921.684082
	Iteration 10F: 3 clusters Score -2652423 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2653121.500000 Penalty: 4921.684082
	Iteration 11Q: 3 clusters Score -2653122 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2653483.000000 Penalty: 4921.684082
	Iteration 12Q: 3 clusters Score -2653483 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2653696.750000 Penalty: 4921.684082
	Iteration 13Q: 3 clusters Score -2653697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2653819.250000 Penalty: 4921.684082
	Iteration 14Q: 3 clusters Score -2653819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2653896.250000 Penalty: 4921.684082
	Iteration 15Q: 3 clusters Score -2653896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2653950.250000 Penalty: 4921.684082
	Iteration 16Q: 3 clusters Score -2653950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2653991.250000 Penalty: 4921.684082
	Iteration 17Q: 3 clusters Score -2653991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2654017.000000 Penalty: 4921.684082
	Iteration 18Q: 3 clusters Score -2654017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2654033.000000 Penalty: 4921.684082
	Iteration 19Q: 3 clusters Score -2654033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2654045.000000 Penalty: 4921.684082
	Iteration 20F: 3 clusters Score -2654045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2654056.500000 Penalty: 4921.684082
	Iteration 21Q: 3 clusters Score -2654056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2654058.000000 Penalty: 4921.684082
	Iteration 22Q: 3 clusters Score -2654058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2654058.250000 Penalty: 4921.684082
	Iteration 23Q: 3 clusters Score -2654058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2654063.750000 Penalty: 4921.684082
	Iteration 24Q: 3 clusters Score -2654064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2654068.000000 Penalty: 4921.684082
	Iteration 25Q: 3 clusters Score -2654068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2654066.250000 Penalty: 4921.684082
	Iteration 26Q: 3 clusters Score -2654066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2654066.250000 Penalty: 4921.684082
	Iteration 27F: 3 clusters Score -2654066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Entering Unmasked Estep 
Score: -2152457.000000 Penalty: 2409.645996
	Iteration 0F: 2 clusters Score -2152457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2140574.500000 Penalty: 4819.291992
	Iteration 0F: 3 clusters Score -2140574 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2144358.000000 Penalty: 4819.291992
	Iteration 1F: 3 clusters Score -2144358 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2144724.250000 Penalty: 4819.291992
	Iteration 2F: 3 clusters Score -2144724 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2145004.250000 Penalty: 4819.291992
	Iteration 3Q: 3 clusters Score -2145004 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2145206.000000 Penalty: 4819.291992
	Iteration 4Q: 3 clusters Score -2145206 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2145380.000000 Penalty: 4819.291992
	Iteration 5Q: 3 clusters Score -2145380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2145518.750000 Penalty: 4819.291992
	Iteration 6Q: 3 clusters Score -2145519 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2145687.500000 Penalty: 4819.291992
	Iteration 7Q: 3 clusters Score -2145688 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2145850.250000 Penalty: 4819.291992
	Iteration 8Q: 3 clusters Score -2145850 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2146058.750000 Penalty: 4819.291992
	Iteration 9Q: 3 clusters Score -2146059 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2146315.750000 Penalty: 4819.291992
	Iteration 10Q: 3 clusters Score -2146316 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2146576.000000 Penalty: 4819.291992
	Iteration 11Q: 3 clusters Score -2146576 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2146894.500000 Penalty: 4819.291992
	Iteration 12Q: 3 clusters Score -2146894 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2147223.250000 Penalty: 4819.291992
	Iteration 13Q: 3 clusters Score -2147223 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2147582.750000 Penalty: 4819.291992
	Iteration 14Q: 3 clusters Score -2147583 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2147955.250000 Penalty: 4819.291992
	Iteration 15Q: 3 clusters Score -2147955 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2148334.750000 Penalty: 4819.291992
	Iteration 16Q: 3 clusters Score -2148335 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2148703.500000 Penalty: 4819.291992
	Iteration 17Q: 3 clusters Score -2148704 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2149015.250000 Penalty: 4819.291992
	Iteration 18Q: 3 clusters Score -2149015 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2149265.500000 Penalty: 4819.291992
	Iteration 19Q: 3 clusters Score -2149266 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2149476.000000 Penalty: 4819.291992
	Iteration 20F: 3 clusters Score -2149476 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2149672.000000 Penalty: 4819.291992
	Iteration 21Q: 3 clusters Score -2149672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2149842.750000 Penalty: 4819.291992
	Iteration 22Q: 3 clusters Score -2149843 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2149969.750000 Penalty: 4819.291992
	Iteration 23Q: 3 clusters Score -2149970 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2150065.500000 Penalty: 4819.291992
	Iteration 24Q: 3 clusters Score -2150066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2150124.250000 Penalty: 4819.291992
	Iteration 25Q: 3 clusters Score -2150124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2150167.250000 Penalty: 4819.291992
	Iteration 26Q: 3 clusters Score -2150167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2150194.500000 Penalty: 4819.291992
	Iteration 27Q: 3 clusters Score -2150194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2150224.250000 Penalty: 4819.291992
	Iteration 28Q: 3 clusters Score -2150224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2150240.250000 Penalty: 4819.291992
	Iteration 29Q: 3 clusters Score -2150240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2150255.500000 Penalty: 4819.291992
	Iteration 30Q: 3 clusters Score -2150256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2150276.250000 Penalty: 4819.291992
	Iteration 31Q: 3 clusters Score -2150276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2150294.500000 Penalty: 4819.291992
	Iteration 32Q: 3 clusters Score -2150294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2150300.750000 Penalty: 4819.291992
	Iteration 33Q: 3 clusters Score -2150301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2150303.500000 Penalty: 4819.291992
	Iteration 34Q: 3 clusters Score -2150304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2150314.750000 Penalty: 4819.291992
	Iteration 35Q: 3 clusters Score -2150315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2150319.750000 Penalty: 4819.291992
	Iteration 36Q: 3 clusters Score -2150320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2150332.250000 Penalty: 4819.291992
	Iteration 37Q: 3 clusters Score -2150332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2150335.500000 Penalty: 4819.291992
	Iteration 38Q: 3 clusters Score -2150336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2150339.000000 Penalty: 4819.291992
	Iteration 39Q: 3 clusters Score -2150339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2150345.500000 Penalty: 4819.291992
	Iteration 40F: 3 clusters Score -2150346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2150346.250000 Penalty: 4819.291992
	Iteration 41Q: 3 clusters Score -2150346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2150349.500000 Penalty: 4819.291992
	Iteration 42Q: 3 clusters Score -2150350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2150349.000000 Penalty: 4819.291992
	Iteration 43Q: 3 clusters Score -2150349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2150351.500000 Penalty: 4819.291992
	Iteration 44Q: 3 clusters Score -2150352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2150355.750000 Penalty: 4819.291992
	Iteration 45Q: 3 clusters Score -2150356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2150355.250000 Penalty: 4819.291992
	Iteration 46Q: 3 clusters Score -2150355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2150356.250000 Penalty: 4819.291992
	Iteration 47Q: 3 clusters Score -2150356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2150356.750000 Penalty: 4819.291992
	Iteration 48Q: 3 clusters Score -2150357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2150356.750000 Penalty: 4819.291992
	Iteration 49F: 3 clusters Score -2150357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34180.515625 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34180.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32948.839844 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32948.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33021.191406 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33021.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33033.703125 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -33033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33049.250000 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33049.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33051.023438 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33051.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33063.152344 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33063.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33064.656250 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -33064.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33064.656250 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -33064.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -643591.500000 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -643591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -638862.875000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -638862.9 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -640159.687500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -640159.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -640532.500000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -640532.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -640855.250000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -640855.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -641129.875000 Penalty: 4250.236816
	Iteration 4F: 3 clusters Score -641129.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -641388.500000 Penalty: 4250.236816
	Iteration 5F: 3 clusters Score -641388.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -641577.562500 Penalty: 4250.236816
	Iteration 6F: 3 clusters Score -641577.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -641753.625000 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -641753.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -641898.500000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -641898.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -642003.375000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -642003.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -642070.500000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -642070.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -642123.812500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -642123.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -642163.562500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -642163.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -642189.687500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -642189.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -642211.187500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -642211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -642233.187500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -642233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -642242.500000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -642242.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -642251.000000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -642251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -642259.250000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -642259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -642265.687500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -642265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -642269.500000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -642269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -642275.187500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -642275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -642277.187500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -642277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -642277.312500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -642277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -642280.312500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -642280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -642282.375000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -642282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -642284.562500 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -642284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -642286.812500 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -642286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -642290.562500 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -642290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -642298.500000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -642298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -642298.312500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -642298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -642299.812500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -642299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -642300.875000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -642300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -642300.437500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -642300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -642300.437500 Penalty: 4250.236816
	Iteration 34F: 3 clusters Score -642300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Entering Unmasked Estep 
Score: -5015385.500000 Penalty: 2619.527832
	Iteration 0F: 2 clusters Score -5015386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4988985.500000 Penalty: 5239.055664
	Iteration 0F: 3 clusters Score -4988986 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4998885.500000 Penalty: 5239.055664
	Iteration 1F: 3 clusters Score -4998886 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4999367.000000 Penalty: 5239.055664
	Iteration 2Q: 3 clusters Score -4999367 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4999870.000000 Penalty: 5239.055664
	Iteration 3Q: 3 clusters Score -4999870 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5000288.000000 Penalty: 5239.055664
	Iteration 4Q: 3 clusters Score -5000288 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5000678.000000 Penalty: 5239.055664
	Iteration 5Q: 3 clusters Score -5000678 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5001093.000000 Penalty: 5239.055664
	Iteration 6Q: 3 clusters Score -5001093 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5001523.000000 Penalty: 5239.055664
	Iteration 7Q: 3 clusters Score -5001523 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -5002128.500000 Penalty: 5239.055664
	Iteration 8Q: 3 clusters Score -5002128 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5002928.000000 Penalty: 5239.055664
	Iteration 9Q: 3 clusters Score -5002928 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5003880.500000 Penalty: 5239.055664
	Iteration 10Q: 3 clusters Score -5003880 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -5005205.500000 Penalty: 5239.055664
	Iteration 11F: 3 clusters Score -5005206 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -5006858.000000 Penalty: 5239.055664
	Iteration 12F: 3 clusters Score -5006858 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5008652.500000 Penalty: 5239.055664
	Iteration 13F: 3 clusters Score -5008652 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5010245.500000 Penalty: 5239.055664
	Iteration 14Q: 3 clusters Score -5010246 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5011478.500000 Penalty: 5239.055664
	Iteration 15Q: 3 clusters Score -5011478 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5012202.000000 Penalty: 5239.055664
	Iteration 16Q: 3 clusters Score -5012202 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5012567.500000 Penalty: 5239.055664
	Iteration 17Q: 3 clusters Score -5012568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5012769.500000 Penalty: 5239.055664
	Iteration 18Q: 3 clusters Score -5012770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5012883.000000 Penalty: 5239.055664
	Iteration 19Q: 3 clusters Score -5012883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5012924.000000 Penalty: 5239.055664
	Iteration 20F: 3 clusters Score -5012924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5012982.000000 Penalty: 5239.055664
	Iteration 21Q: 3 clusters Score -5012982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5013003.000000 Penalty: 5239.055664
	Iteration 22Q: 3 clusters Score -5013003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5013018.000000 Penalty: 5239.055664
	Iteration 23Q: 3 clusters Score -5013018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5013034.000000 Penalty: 5239.055664
	Iteration 24Q: 3 clusters Score -5013034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5013045.000000 Penalty: 5239.055664
	Iteration 25Q: 3 clusters Score -5013045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5013052.000000 Penalty: 5239.055664
	Iteration 26Q: 3 clusters Score -5013052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5013054.500000 Penalty: 5239.055664
	Iteration 27Q: 3 clusters Score -5013054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5013054.500000 Penalty: 5239.055664
	Iteration 28F: 3 clusters Score -5013054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -253962.750000 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -253962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -251277.875000 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -251277.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251753.640625 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -251753.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251869.515625 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -251869.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -251934.734375 Penalty: 3777.676514
	Iteration 3Q: 3 clusters Score -251934.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251979.703125 Penalty: 3777.676514
	Iteration 4Q: 3 clusters Score -251979.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252005.046875 Penalty: 3777.676514
	Iteration 5Q: 3 clusters Score -252005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -252039.859375 Penalty: 3777.676514
	Iteration 6Q: 3 clusters Score -252039.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -252075.343750 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -252075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252091.203125 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -252091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252103.406250 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -252103.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252115.265625 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -252115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252122.859375 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -252122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252133.281250 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -252133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252139.593750 Penalty: 3777.676514
	Iteration 13Q: 3 clusters Score -252139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252142.828125 Penalty: 3777.676514
	Iteration 14Q: 3 clusters Score -252142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252145.312500 Penalty: 3777.676514
	Iteration 15Q: 3 clusters Score -252145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252147.375000 Penalty: 3777.676514
	Iteration 16Q: 3 clusters Score -252147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252151.218750 Penalty: 3777.676514
	Iteration 17Q: 3 clusters Score -252151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252153.984375 Penalty: 3777.676514
	Iteration 18Q: 3 clusters Score -252154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252156.562500 Penalty: 3777.676514
	Iteration 19Q: 3 clusters Score -252156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252159.140625 Penalty: 3777.676514
	Iteration 20F: 3 clusters Score -252159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252161.031250 Penalty: 3777.676514
	Iteration 21Q: 3 clusters Score -252161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252161.125000 Penalty: 3777.676514
	Iteration 22Q: 3 clusters Score -252161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252161.125000 Penalty: 3777.676514
	Iteration 23F: 3 clusters Score -252161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -218102.968750 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -218103 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 884 members 
Entering Unmasked Estep 
Score: -215654.125000 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -215654.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -215997.968750 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -215998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -216100.859375 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -216100.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216156.640625 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -216156.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216203.609375 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -216203.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216231.546875 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -216231.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -216256.906250 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -216256.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -216282.171875 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -216282.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -216303.671875 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -216303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -216318.750000 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -216318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216330.453125 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -216330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -216340.906250 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -216340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -216346.531250 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -216346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -216352.187500 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -216352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -216357.625000 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -216357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -216362.843750 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -216362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -216367.312500 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -216367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -216368.750000 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -216368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216373.375000 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -216373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -216375.546875 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -216375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -216375.968750 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -216376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -125506.468750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -125506.5 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 530 members 
Entering Unmasked Estep 
Score: -123558.210938 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -123558.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123836.468750 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -123836.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123904.468750 Penalty: 3438.977783
	Iteration 2Q: 3 clusters Score -123904.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123941.304688 Penalty: 3438.977783
	Iteration 3Q: 3 clusters Score -123941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123975.070312 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -123975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124021.632812 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -124021.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124076.843750 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -124076.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124166.171875 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -124166.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124285.210938 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -124285.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124459.398438 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -124459.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124648.367188 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -124648.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124762.367188 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -124762.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124830.437500 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -124830.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124892.335938 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -124892.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124940.593750 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -124940.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124999.921875 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -124999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125077.234375 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -125077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -125131.765625 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -125131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125151.664062 Penalty: 3438.977783
	Iteration 18Q: 3 clusters Score -125151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125158.328125 Penalty: 3438.977783
	Iteration 19Q: 3 clusters Score -125158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125159.546875 Penalty: 3438.977783
	Iteration 20F: 3 clusters Score -125159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (165064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Entering Unmasked Estep 
Score: -21193148.000000 Penalty: 2979.493896
	Iteration 0F: 2 clusters Score -2.119315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -21088486.000000 Penalty: 5958.987793
	Iteration 0F: 3 clusters Score -2.108849e+07 nChanged 79029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -21134812.000000 Penalty: 5958.987793
	Iteration 1F: 3 clusters Score -2.113481e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -21136168.000000 Penalty: 5958.987793
	Iteration 2Q: 3 clusters Score -2.113617e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -21138420.000000 Penalty: 5958.987793
	Iteration 3Q: 3 clusters Score -2.113842e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 98721 members 
Entering Unmasked Estep 
Score: -21141978.000000 Penalty: 5958.987793
	Iteration 4Q: 3 clusters Score -2.114198e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -21147784.000000 Penalty: 5958.987793
	Iteration 5F: 3 clusters Score -2.114778e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -21156176.000000 Penalty: 5958.987793
	Iteration 6F: 3 clusters Score -2.115618e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -21165438.000000 Penalty: 5958.987793
	Iteration 7F: 3 clusters Score -2.116544e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -21174002.000000 Penalty: 5958.987793
	Iteration 8F: 3 clusters Score -2.1174e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -21180058.000000 Penalty: 5958.987793
	Iteration 9F: 3 clusters Score -2.118006e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 146407 members 
Entering Unmasked Estep 
Score: -21183732.000000 Penalty: 5958.987793
	Iteration 10Q: 3 clusters Score -2.118373e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -21186074.000000 Penalty: 5958.987793
	Iteration 11Q: 3 clusters Score -2.118607e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -21187618.000000 Penalty: 5958.987793
	Iteration 12Q: 3 clusters Score -2.118762e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 156477 members 
Entering Unmasked Estep 
Score: -21188476.000000 Penalty: 5958.987793
	Iteration 13Q: 3 clusters Score -2.118848e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -21189178.000000 Penalty: 5958.987793
	Iteration 14Q: 3 clusters Score -2.118918e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -21189612.000000 Penalty: 5958.987793
	Iteration 15Q: 3 clusters Score -2.118961e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 160146 members 
Entering Unmasked Estep 
Score: -21189894.000000 Penalty: 5958.987793
	Iteration 16Q: 3 clusters Score -2.118989e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -21190082.000000 Penalty: 5958.987793
	Iteration 17Q: 3 clusters Score -2.119008e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -21190244.000000 Penalty: 5958.987793
	Iteration 18Q: 3 clusters Score -2.119024e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -21190336.000000 Penalty: 5958.987793
	Iteration 19Q: 3 clusters Score -2.119034e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -21190420.000000 Penalty: 5958.987793
	Iteration 20F: 3 clusters Score -2.119042e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -21190502.000000 Penalty: 5958.987793
	Iteration 21Q: 3 clusters Score -2.11905e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -21190576.000000 Penalty: 5958.987793
	Iteration 22Q: 3 clusters Score -2.119058e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -21190636.000000 Penalty: 5958.987793
	Iteration 23Q: 3 clusters Score -2.119064e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -21190672.000000 Penalty: 5958.987793
	Iteration 24Q: 3 clusters Score -2.119067e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -21190686.000000 Penalty: 5958.987793
	Iteration 25Q: 3 clusters Score -2.119069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -21190668.000000 Penalty: 5958.987793
	Iteration 26Q: 3 clusters Score -2.119067e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 162623 members 
Entering Unmasked Estep 
Score: -21190710.000000 Penalty: 5958.987793
	Iteration 27Q: 3 clusters Score -2.119071e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -21190738.000000 Penalty: 5958.987793
	Iteration 28Q: 3 clusters Score -2.119074e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -21190756.000000 Penalty: 5958.987793
	Iteration 29Q: 3 clusters Score -2.119076e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -21190776.000000 Penalty: 5958.987793
	Iteration 30Q: 3 clusters Score -2.119078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -21190810.000000 Penalty: 5958.987793
	Iteration 31Q: 3 clusters Score -2.119081e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 162873 members 
Entering Unmasked Estep 
Score: -21190824.000000 Penalty: 5958.987793
	Iteration 32Q: 3 clusters Score -2.119082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -21190854.000000 Penalty: 5958.987793
	Iteration 33Q: 3 clusters Score -2.119085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -21190900.000000 Penalty: 5958.987793
	Iteration 34Q: 3 clusters Score -2.11909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -21190908.000000 Penalty: 5958.987793
	Iteration 35Q: 3 clusters Score -2.119091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -21190898.000000 Penalty: 5958.987793
	Iteration 36Q: 3 clusters Score -2.11909e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -21190918.000000 Penalty: 5958.987793
	Iteration 37Q: 3 clusters Score -2.119092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -21190902.000000 Penalty: 5958.987793
	Iteration 38Q: 3 clusters Score -2.11909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -21190914.000000 Penalty: 5958.987793
	Iteration 39Q: 3 clusters Score -2.119091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -21190940.000000 Penalty: 5958.987793
	Iteration 40F: 3 clusters Score -2.119094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -21190922.000000 Penalty: 5958.987793
	Iteration 41Q: 3 clusters Score -2.119092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 163135 members 
Entering Unmasked Estep 
Score: -21190934.000000 Penalty: 5958.987793
	Iteration 42Q: 3 clusters Score -2.119093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -21190920.000000 Penalty: 5958.987793
	Iteration 43Q: 3 clusters Score -2.119092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -21190936.000000 Penalty: 5958.987793
	Iteration 44Q: 3 clusters Score -2.119094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -21190950.000000 Penalty: 5958.987793
	Iteration 45Q: 3 clusters Score -2.119095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -21190956.000000 Penalty: 5958.987793
	Iteration 46Q: 3 clusters Score -2.119096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -21190948.000000 Penalty: 5958.987793
	Iteration 47Q: 3 clusters Score -2.119095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -21190950.000000 Penalty: 5958.987793
	Iteration 48Q: 3 clusters Score -2.119095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -21190954.000000 Penalty: 5958.987793
	Iteration 49Q: 3 clusters Score -2.119095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -21190966.000000 Penalty: 5958.987793
	Iteration 50Q: 3 clusters Score -2.119097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 163242 members 
Entering Unmasked Estep 
Score: -21190996.000000 Penalty: 5958.987793
	Iteration 51Q: 3 clusters Score -2.1191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -21190996.000000 Penalty: 5958.987793
	Iteration 52Q: 3 clusters Score -2.1191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -21191024.000000 Penalty: 5958.987793
	Iteration 53Q: 3 clusters Score -2.119102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -21191006.000000 Penalty: 5958.987793
	Iteration 54Q: 3 clusters Score -2.119101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 163277 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 55Q: 3 clusters Score -2.1191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 56Q: 3 clusters Score -2.1191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 57Q: 3 clusters Score -2.1191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -21191000.000000 Penalty: 5958.987793
	Iteration 58Q: 3 clusters Score -2.1191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -21191008.000000 Penalty: 5958.987793
	Iteration 59Q: 3 clusters Score -2.119101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -21191006.000000 Penalty: 5958.987793
	Iteration 60F: 3 clusters Score -2.119101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 163302 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 61Q: 3 clusters Score -2.1191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -21191010.000000 Penalty: 5958.987793
	Iteration 62Q: 3 clusters Score -2.119101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 63Q: 3 clusters Score -2.1191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -21190992.000000 Penalty: 5958.987793
	Iteration 64Q: 3 clusters Score -2.119099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -21191000.000000 Penalty: 5958.987793
	Iteration 65Q: 3 clusters Score -2.1191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -21190996.000000 Penalty: 5958.987793
	Iteration 66Q: 3 clusters Score -2.1191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 67Q: 3 clusters Score -2.1191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -21191002.000000 Penalty: 5958.987793
	Iteration 68Q: 3 clusters Score -2.1191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -21191004.000000 Penalty: 5958.987793
	Iteration 69Q: 3 clusters Score -2.1191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -21191000.000000 Penalty: 5958.987793
	Iteration 70Q: 3 clusters Score -2.1191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -21191000.000000 Penalty: 5958.987793
	Iteration 71F: 3 clusters Score -2.1191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26965.718750 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -26965.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25805.603516 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -25805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26046.492188 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -26046.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26122.736328 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -26122.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26173.085938 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -26173.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26223.035156 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -26223.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26235.009766 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -26235.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26235.009766 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -26235.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 128524 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16582 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 277079 members 
Mstep: Class 10 contains 94888 members 
Mstep: Class 11 contains 50100 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20389 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38662 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 165064 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102048.000000 Penalty: 88576.625000
Iteration 439Q: 27 clusters Score -1.16102e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 128526 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48217 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 277077 members 
Mstep: Class 10 contains 95032 members 
Mstep: Class 11 contains 50097 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4551 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20407 members 
Mstep: Class 18 contains 16585 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38661 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164936 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101888.000000 Penalty: 88576.625000
Iteration 440F: 27 clusters Score -1.161019e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 128529 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48220 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 277071 members 
Mstep: Class 10 contains 95175 members 
Mstep: Class 11 contains 50095 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20425 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38657 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164815 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101952.000000 Penalty: 88576.625000
Iteration 441Q: 27 clusters Score -1.16102e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 128527 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48220 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 277063 members 
Mstep: Class 10 contains 95314 members 
Mstep: Class 11 contains 50093 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 22387 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38659 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164695 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102152.000000 Penalty: 88576.625000
Iteration 442Q: 27 clusters Score -1.161022e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 128529 members 
Mstep: Class 3 contains 11104 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 277059 members 
Mstep: Class 10 contains 95446 members 
Mstep: Class 11 contains 50092 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 22389 members 
Mstep: Class 17 contains 20465 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38659 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164595 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102152.000000 Penalty: 88576.625000
Iteration 443Q: 27 clusters Score -1.161022e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 128531 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16582 members 
Mstep: Class 8 contains 6277 members 
Mstep: Class 9 contains 277057 members 
Mstep: Class 10 contains 95564 members 
Mstep: Class 11 contains 50091 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20485 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38654 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164494 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102160.000000 Penalty: 88576.625000
Iteration 444Q: 27 clusters Score -1.161022e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 128530 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48210 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 277062 members 
Mstep: Class 10 contains 95681 members 
Mstep: Class 11 contains 50089 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20515 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38650 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164386 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102136.000000 Penalty: 88576.625000
Iteration 445Q: 27 clusters Score -1.161021e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 128528 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48206 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 277080 members 
Mstep: Class 10 contains 95772 members 
Mstep: Class 11 contains 50081 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20541 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38649 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164302 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102008.000000 Penalty: 88576.625000
Iteration 446Q: 27 clusters Score -1.16102e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 128520 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48206 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 277096 members 
Mstep: Class 10 contains 95884 members 
Mstep: Class 11 contains 50074 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 22390 members 
Mstep: Class 17 contains 20569 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38648 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164196 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102040.000000 Penalty: 88576.625000
Iteration 447Q: 27 clusters Score -1.16102e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 128512 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 277122 members 
Mstep: Class 10 contains 95989 members 
Mstep: Class 11 contains 50070 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 20590 members 
Mstep: Class 18 contains 16580 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38647 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 164090 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102088.000000 Penalty: 88576.625000
Iteration 448Q: 27 clusters Score -1.161021e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 128510 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 277135 members 
Mstep: Class 10 contains 96099 members 
Mstep: Class 11 contains 50066 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 22385 members 
Mstep: Class 17 contains 20611 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38650 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163981 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102160.000000 Penalty: 88576.625000
Iteration 449Q: 27 clusters Score -1.161022e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 128511 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 277140 members 
Mstep: Class 10 contains 96203 members 
Mstep: Class 11 contains 50064 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 22384 members 
Mstep: Class 17 contains 20635 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38654 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163879 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102208.000000 Penalty: 88576.625000
Iteration 450Q: 27 clusters Score -1.161022e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 128510 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 277155 members 
Mstep: Class 10 contains 96301 members 
Mstep: Class 11 contains 50063 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 22381 members 
Mstep: Class 17 contains 20659 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38655 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163779 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102248.000000 Penalty: 88576.625000
Iteration 451Q: 27 clusters Score -1.161022e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 128511 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277165 members 
Mstep: Class 10 contains 96421 members 
Mstep: Class 11 contains 50062 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 20681 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38648 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163670 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102296.000000 Penalty: 88576.625000
Iteration 452Q: 27 clusters Score -1.161023e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 128510 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277166 members 
Mstep: Class 10 contains 96521 members 
Mstep: Class 11 contains 50062 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 20716 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38641 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163563 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102232.000000 Penalty: 88576.625000
Iteration 453Q: 27 clusters Score -1.161022e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 128508 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277163 members 
Mstep: Class 10 contains 96614 members 
Mstep: Class 11 contains 50062 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20744 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163471 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102208.000000 Penalty: 88576.625000
Iteration 454Q: 27 clusters Score -1.161022e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 128505 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277171 members 
Mstep: Class 10 contains 96720 members 
Mstep: Class 11 contains 50061 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 20758 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38629 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163379 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102200.000000 Penalty: 88576.625000
Iteration 455Q: 27 clusters Score -1.161022e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 128495 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277166 members 
Mstep: Class 10 contains 96832 members 
Mstep: Class 11 contains 50058 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38627 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163285 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102176.000000 Penalty: 88576.625000
Iteration 456Q: 27 clusters Score -1.161022e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 128490 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 16585 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277164 members 
Mstep: Class 10 contains 96925 members 
Mstep: Class 11 contains 50057 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4279 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 20789 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38625 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163206 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102368.000000 Penalty: 88576.625000
Iteration 457Q: 27 clusters Score -1.161024e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 128493 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277160 members 
Mstep: Class 10 contains 97013 members 
Mstep: Class 11 contains 50057 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 22380 members 
Mstep: Class 17 contains 20797 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38625 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163137 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102368.000000 Penalty: 88576.625000
Iteration 458Q: 27 clusters Score -1.161024e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 128491 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48210 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 97082 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 22380 members 
Mstep: Class 17 contains 20807 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163089 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102424.000000 Penalty: 88576.625000
Iteration 459Q: 27 clusters Score -1.161024e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 128489 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 16585 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 97163 members 
Mstep: Class 11 contains 50054 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 20819 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38625 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 163027 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102368.000000 Penalty: 88576.625000
Iteration 460F: 27 clusters Score -1.161024e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 128486 members 
Mstep: Class 3 contains 11104 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277159 members 
Mstep: Class 10 contains 97242 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 22381 members 
Mstep: Class 17 contains 20830 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38625 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162951 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102368.000000 Penalty: 88576.625000
Iteration 461Q: 27 clusters Score -1.161024e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 128486 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48209 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277151 members 
Mstep: Class 10 contains 97311 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 22380 members 
Mstep: Class 17 contains 20846 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162876 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102392.000000 Penalty: 88576.625000
Iteration 462Q: 27 clusters Score -1.161024e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 128482 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48209 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277146 members 
Mstep: Class 10 contains 97380 members 
Mstep: Class 11 contains 50054 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 20857 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162810 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102432.000000 Penalty: 88576.625000
Iteration 463Q: 27 clusters Score -1.161024e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 128482 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277147 members 
Mstep: Class 10 contains 97441 members 
Mstep: Class 11 contains 50053 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 22379 members 
Mstep: Class 17 contains 20868 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162749 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102416.000000 Penalty: 88576.625000
Iteration 464Q: 27 clusters Score -1.161024e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 128478 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 277154 members 
Mstep: Class 10 contains 97505 members 
Mstep: Class 11 contains 50053 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4204 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 20876 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38641 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162682 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102568.000000 Penalty: 88576.625000
Iteration 465Q: 27 clusters Score -1.161026e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 128476 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 277154 members 
Mstep: Class 10 contains 97576 members 
Mstep: Class 11 contains 50053 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4197 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 20888 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162611 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102528.000000 Penalty: 88576.625000
Iteration 466Q: 27 clusters Score -1.161025e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 128469 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48203 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 277160 members 
Mstep: Class 10 contains 97634 members 
Mstep: Class 11 contains 50053 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4190 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 20905 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162552 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102552.000000 Penalty: 88576.625000
Iteration 467Q: 27 clusters Score -1.161026e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 128469 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277153 members 
Mstep: Class 10 contains 97703 members 
Mstep: Class 11 contains 50053 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4179 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 20920 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162486 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102536.000000 Penalty: 88576.625000
Iteration 468Q: 27 clusters Score -1.161025e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 128466 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 97758 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4167 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 20935 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162424 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102544.000000 Penalty: 88576.625000
Iteration 469Q: 27 clusters Score -1.161025e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 128470 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48205 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277150 members 
Mstep: Class 10 contains 97817 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20955 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38632 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162364 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102496.000000 Penalty: 88576.625000
Iteration 470Q: 27 clusters Score -1.161025e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 128472 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277149 members 
Mstep: Class 10 contains 97876 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20967 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38631 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162301 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102528.000000 Penalty: 88576.625000
Iteration 471Q: 27 clusters Score -1.161025e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 128474 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277139 members 
Mstep: Class 10 contains 97940 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20982 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162238 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102448.000000 Penalty: 88576.625000
Iteration 472Q: 27 clusters Score -1.161024e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 128472 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48206 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277138 members 
Mstep: Class 10 contains 98003 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20989 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162178 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102496.000000 Penalty: 88576.625000
Iteration 473Q: 27 clusters Score -1.161025e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 128475 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48208 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277136 members 
Mstep: Class 10 contains 98058 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4123 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20990 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162128 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102528.000000 Penalty: 88576.625000
Iteration 474Q: 27 clusters Score -1.161025e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 128480 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48210 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277139 members 
Mstep: Class 10 contains 98115 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 20997 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38634 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162070 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102480.000000 Penalty: 88576.625000
Iteration 475Q: 27 clusters Score -1.161025e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 128486 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48211 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277148 members 
Mstep: Class 10 contains 98152 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4093 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21008 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 162020 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102536.000000 Penalty: 88576.625000
Iteration 476Q: 27 clusters Score -1.161025e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 128484 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277152 members 
Mstep: Class 10 contains 98186 members 
Mstep: Class 11 contains 50051 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 21028 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161982 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102568.000000 Penalty: 88576.625000
Iteration 477Q: 27 clusters Score -1.161026e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277152 members 
Mstep: Class 10 contains 98214 members 
Mstep: Class 11 contains 50051 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 21048 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161945 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102616.000000 Penalty: 88576.625000
Iteration 478Q: 27 clusters Score -1.161026e+08 nChanged 94
Entering ConstructFrom: 
Score: -116102616.000000 Penalty: 88576.625000
Entering ConstructFrom: 
Trying to split cluster 1 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -1050507.500000 Penalty: 2237.416260
	Iteration 0F: 2 clusters Score -1050508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1043926.437500 Penalty: 4474.832520
	Iteration 0F: 3 clusters Score -1043926 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1045693.000000 Penalty: 4474.832520
	Iteration 1F: 3 clusters Score -1045693 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1046012.312500 Penalty: 4474.832520
	Iteration 2F: 3 clusters Score -1046012 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1046312.937500 Penalty: 4474.832520
	Iteration 3F: 3 clusters Score -1046313 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1046586.500000 Penalty: 4474.832520
	Iteration 4F: 3 clusters Score -1046586 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1046846.625000 Penalty: 4474.832520
	Iteration 5Q: 3 clusters Score -1046847 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1047134.875000 Penalty: 4474.832520
	Iteration 6Q: 3 clusters Score -1047135 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1047411.125000 Penalty: 4474.832520
	Iteration 7Q: 3 clusters Score -1047411 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1047701.750000 Penalty: 4474.832520
	Iteration 8Q: 3 clusters Score -1047702 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1048005.312500 Penalty: 4474.832520
	Iteration 9Q: 3 clusters Score -1048005 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1048281.125000 Penalty: 4474.832520
	Iteration 10Q: 3 clusters Score -1048281 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1048516.812500 Penalty: 4474.832520
	Iteration 11Q: 3 clusters Score -1048517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1048697.750000 Penalty: 4474.832520
	Iteration 12Q: 3 clusters Score -1048698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1048822.875000 Penalty: 4474.832520
	Iteration 13Q: 3 clusters Score -1048823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1048929.000000 Penalty: 4474.832520
	Iteration 14Q: 3 clusters Score -1048929 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1048991.750000 Penalty: 4474.832520
	Iteration 15Q: 3 clusters Score -1048992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1049028.625000 Penalty: 4474.832520
	Iteration 16Q: 3 clusters Score -1049029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1049048.750000 Penalty: 4474.832520
	Iteration 17Q: 3 clusters Score -1049049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1049065.125000 Penalty: 4474.832520
	Iteration 18Q: 3 clusters Score -1049065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1049072.375000 Penalty: 4474.832520
	Iteration 19Q: 3 clusters Score -1049072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1049073.625000 Penalty: 4474.832520
	Iteration 20F: 3 clusters Score -1049074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1049081.125000 Penalty: 4474.832520
	Iteration 21Q: 3 clusters Score -1049081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1049084.500000 Penalty: 4474.832520
	Iteration 22Q: 3 clusters Score -1049084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1049084.250000 Penalty: 4474.832520
	Iteration 23Q: 3 clusters Score -1049084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1049085.875000 Penalty: 4474.832520
	Iteration 24Q: 3 clusters Score -1049086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1049086.875000 Penalty: 4474.832520
	Iteration 25Q: 3 clusters Score -1049087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1049086.000000 Penalty: 4474.832520
	Iteration 26Q: 3 clusters Score -1049086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1049086.000000 Penalty: 4474.832520
	Iteration 27F: 3 clusters Score -1049086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Entering Unmasked Estep 
Score: -16471679.000000 Penalty: 2917.358887
	Iteration 0F: 2 clusters Score -1.647168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -16385643.000000 Penalty: 5834.717773
	Iteration 0F: 3 clusters Score -1.638564e+07 nChanged 61571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -16421704.000000 Penalty: 5834.717773
	Iteration 1F: 3 clusters Score -1.64217e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -16422860.000000 Penalty: 5834.717773
	Iteration 2Q: 3 clusters Score -1.642286e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -16424389.000000 Penalty: 5834.717773
	Iteration 3Q: 3 clusters Score -1.642439e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -16426796.000000 Penalty: 5834.717773
	Iteration 4Q: 3 clusters Score -1.64268e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -16430270.000000 Penalty: 5834.717773
	Iteration 5F: 3 clusters Score -1.643027e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -16435916.000000 Penalty: 5834.717773
	Iteration 6F: 3 clusters Score -1.643592e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -16443871.000000 Penalty: 5834.717773
	Iteration 7F: 3 clusters Score -1.644387e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -16451259.000000 Penalty: 5834.717773
	Iteration 8F: 3 clusters Score -1.645126e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -16455299.000000 Penalty: 5834.717773
	Iteration 9F: 3 clusters Score -1.64553e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -16456881.000000 Penalty: 5834.717773
	Iteration 10Q: 3 clusters Score -1.645688e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -16457957.000000 Penalty: 5834.717773
	Iteration 11Q: 3 clusters Score -1.645796e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 92425 members 
Entering Unmasked Estep 
Score: -16458872.000000 Penalty: 5834.717773
	Iteration 12Q: 3 clusters Score -1.645887e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -16459784.000000 Penalty: 5834.717773
	Iteration 13Q: 3 clusters Score -1.645978e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -16460665.000000 Penalty: 5834.717773
	Iteration 14Q: 3 clusters Score -1.646066e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -16461489.000000 Penalty: 5834.717773
	Iteration 15Q: 3 clusters Score -1.646149e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -16462214.000000 Penalty: 5834.717773
	Iteration 16Q: 3 clusters Score -1.646221e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -16462773.000000 Penalty: 5834.717773
	Iteration 17Q: 3 clusters Score -1.646277e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -16463276.000000 Penalty: 5834.717773
	Iteration 18Q: 3 clusters Score -1.646328e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -16463807.000000 Penalty: 5834.717773
	Iteration 19Q: 3 clusters Score -1.646381e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -16464236.000000 Penalty: 5834.717773
	Iteration 20F: 3 clusters Score -1.646424e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -16464653.000000 Penalty: 5834.717773
	Iteration 21Q: 3 clusters Score -1.646465e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -16465001.000000 Penalty: 5834.717773
	Iteration 22Q: 3 clusters Score -1.6465e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -16465440.000000 Penalty: 5834.717773
	Iteration 23Q: 3 clusters Score -1.646544e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -16465785.000000 Penalty: 5834.717773
	Iteration 24Q: 3 clusters Score -1.646578e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -16466273.000000 Penalty: 5834.717773
	Iteration 25Q: 3 clusters Score -1.646627e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -16466609.000000 Penalty: 5834.717773
	Iteration 26Q: 3 clusters Score -1.646661e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -16466962.000000 Penalty: 5834.717773
	Iteration 27Q: 3 clusters Score -1.646696e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -16467334.000000 Penalty: 5834.717773
	Iteration 28Q: 3 clusters Score -1.646733e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -16467610.000000 Penalty: 5834.717773
	Iteration 29Q: 3 clusters Score -1.646761e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -16467880.000000 Penalty: 5834.717773
	Iteration 30Q: 3 clusters Score -1.646788e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -16468105.000000 Penalty: 5834.717773
	Iteration 31Q: 3 clusters Score -1.64681e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -16468289.000000 Penalty: 5834.717773
	Iteration 32Q: 3 clusters Score -1.646829e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -16468463.000000 Penalty: 5834.717773
	Iteration 33Q: 3 clusters Score -1.646846e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 121135 members 
Entering Unmasked Estep 
Score: -16468631.000000 Penalty: 5834.717773
	Iteration 34Q: 3 clusters Score -1.646863e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -16468714.000000 Penalty: 5834.717773
	Iteration 35Q: 3 clusters Score -1.646871e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -16468893.000000 Penalty: 5834.717773
	Iteration 36Q: 3 clusters Score -1.646889e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 122689 members 
Entering Unmasked Estep 
Score: -16469054.000000 Penalty: 5834.717773
	Iteration 37Q: 3 clusters Score -1.646905e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -16469096.000000 Penalty: 5834.717773
	Iteration 38Q: 3 clusters Score -1.64691e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -16469162.000000 Penalty: 5834.717773
	Iteration 39Q: 3 clusters Score -1.646916e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 123775 members 
Entering Unmasked Estep 
Score: -16469214.000000 Penalty: 5834.717773
	Iteration 40F: 3 clusters Score -1.646921e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 124050 members 
Entering Unmasked Estep 
Score: -16469280.000000 Penalty: 5834.717773
	Iteration 41Q: 3 clusters Score -1.646928e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -16469346.000000 Penalty: 5834.717773
	Iteration 42Q: 3 clusters Score -1.646935e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -16469360.000000 Penalty: 5834.717773
	Iteration 43Q: 3 clusters Score -1.646936e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -16469373.000000 Penalty: 5834.717773
	Iteration 44Q: 3 clusters Score -1.646937e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -16469374.000000 Penalty: 5834.717773
	Iteration 45Q: 3 clusters Score -1.646937e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 125035 members 
Entering Unmasked Estep 
Score: -16469442.000000 Penalty: 5834.717773
	Iteration 46Q: 3 clusters Score -1.646944e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -16469509.000000 Penalty: 5834.717773
	Iteration 47Q: 3 clusters Score -1.646951e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -16469527.000000 Penalty: 5834.717773
	Iteration 48Q: 3 clusters Score -1.646953e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 125398 members 
Entering Unmasked Estep 
Score: -16469531.000000 Penalty: 5834.717773
	Iteration 49Q: 3 clusters Score -1.646953e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -16469534.000000 Penalty: 5834.717773
	Iteration 50Q: 3 clusters Score -1.646953e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -16469549.000000 Penalty: 5834.717773
	Iteration 51Q: 3 clusters Score -1.646955e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -16469563.000000 Penalty: 5834.717773
	Iteration 52Q: 3 clusters Score -1.646956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -16469570.000000 Penalty: 5834.717773
	Iteration 53Q: 3 clusters Score -1.646957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -16469544.000000 Penalty: 5834.717773
	Iteration 54Q: 3 clusters Score -1.646954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -16469550.000000 Penalty: 5834.717773
	Iteration 55Q: 3 clusters Score -1.646955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -16469575.000000 Penalty: 5834.717773
	Iteration 56Q: 3 clusters Score -1.646958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -16469601.000000 Penalty: 5834.717773
	Iteration 57Q: 3 clusters Score -1.64696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -16469598.000000 Penalty: 5834.717773
	Iteration 58Q: 3 clusters Score -1.64696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -16469607.000000 Penalty: 5834.717773
	Iteration 59Q: 3 clusters Score -1.646961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -16469607.000000 Penalty: 5834.717773
	Iteration 60F: 3 clusters Score -1.646961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -16469590.000000 Penalty: 5834.717773
	Iteration 61Q: 3 clusters Score -1.646959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 125884 members 
Entering Unmasked Estep 
Score: -16469607.000000 Penalty: 5834.717773
	Iteration 62Q: 3 clusters Score -1.646961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -16469605.000000 Penalty: 5834.717773
	Iteration 63Q: 3 clusters Score -1.64696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -16469594.000000 Penalty: 5834.717773
	Iteration 64Q: 3 clusters Score -1.646959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -16469611.000000 Penalty: 5834.717773
	Iteration 65Q: 3 clusters Score -1.646961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 125948 members 
Entering Unmasked Estep 
Score: -16469616.000000 Penalty: 5834.717773
	Iteration 66Q: 3 clusters Score -1.646962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -16469639.000000 Penalty: 5834.717773
	Iteration 67Q: 3 clusters Score -1.646964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -16469621.000000 Penalty: 5834.717773
	Iteration 68Q: 3 clusters Score -1.646962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -16469626.000000 Penalty: 5834.717773
	Iteration 69Q: 3 clusters Score -1.646963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 125992 members 
Entering Unmasked Estep 
Score: -16469620.000000 Penalty: 5834.717773
	Iteration 70Q: 3 clusters Score -1.646962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 126004 members 
Entering Unmasked Estep 
Score: -16469626.000000 Penalty: 5834.717773
	Iteration 71Q: 3 clusters Score -1.646963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -16469634.000000 Penalty: 5834.717773
	Iteration 72Q: 3 clusters Score -1.646963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 126035 members 
Entering Unmasked Estep 
Score: -16469649.000000 Penalty: 5834.717773
	Iteration 73Q: 3 clusters Score -1.646965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -16469644.000000 Penalty: 5834.717773
	Iteration 74Q: 3 clusters Score -1.646964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16469638.000000 Penalty: 5834.717773
	Iteration 75Q: 3 clusters Score -1.646964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -16469646.000000 Penalty: 5834.717773
	Iteration 76Q: 3 clusters Score -1.646965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 126057 members 
Entering Unmasked Estep 
Score: -16469650.000000 Penalty: 5834.717773
	Iteration 77Q: 3 clusters Score -1.646965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -16469644.000000 Penalty: 5834.717773
	Iteration 78Q: 3 clusters Score -1.646964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -16469646.000000 Penalty: 5834.717773
	Iteration 79Q: 3 clusters Score -1.646965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -16469648.000000 Penalty: 5834.717773
	Iteration 80F: 3 clusters Score -1.646965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 126075 members 
Entering Unmasked Estep 
Score: -16469656.000000 Penalty: 5834.717773
	Iteration 81Q: 3 clusters Score -1.646966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -16469662.000000 Penalty: 5834.717773
	Iteration 82Q: 3 clusters Score -1.646966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -16469660.000000 Penalty: 5834.717773
	Iteration 83Q: 3 clusters Score -1.646966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -16469666.000000 Penalty: 5834.717773
	Iteration 84Q: 3 clusters Score -1.646967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -16469665.000000 Penalty: 5834.717773
	Iteration 85Q: 3 clusters Score -1.646966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -16469673.000000 Penalty: 5834.717773
	Iteration 86Q: 3 clusters Score -1.646967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -16469662.000000 Penalty: 5834.717773
	Iteration 87Q: 3 clusters Score -1.646966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -16469670.000000 Penalty: 5834.717773
	Iteration 88Q: 3 clusters Score -1.646967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -16469674.000000 Penalty: 5834.717773
	Iteration 89Q: 3 clusters Score -1.646967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -16469675.000000 Penalty: 5834.717773
	Iteration 90Q: 3 clusters Score -1.646968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -16469675.000000 Penalty: 5834.717773
	Iteration 91F: 3 clusters Score -1.646968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1338314.500000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1338314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1330012.875000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1330013 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1332425.250000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1332425 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1332758.000000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1332758 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1333010.750000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1333011 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1333227.125000 Penalty: 4619.957520
	Iteration 4Q: 3 clusters Score -1333227 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1333426.000000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1333426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1333623.250000 Penalty: 4619.957520
	Iteration 6Q: 3 clusters Score -1333623 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1333838.125000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1333838 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1334085.625000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1334086 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1334361.125000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1334361 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1334638.625000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1334639 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1334921.500000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1334922 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1335172.625000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1335173 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1335434.500000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1335434 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1335668.875000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1335669 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1335841.125000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1335841 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1335976.375000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1335976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1336095.000000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1336095 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1336192.125000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1336192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1336260.250000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1336260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1336322.750000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1336323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1336367.000000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1336367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1336396.375000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1336396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1336426.000000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1336426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1336448.375000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1336448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1336463.750000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1336464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1336471.750000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1336472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1336476.250000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1336476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1336487.625000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1336488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1336488.875000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1336489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1336498.500000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1336498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1336502.125000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1336502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1336506.625000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1336507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1336508.375000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1336508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1336505.875000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1336506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1336509.875000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1336510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1336511.500000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1336512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1336513.375000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1336513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1336512.625000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1336513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1336514.000000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1336514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1336515.250000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1336515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1336515.625000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1336516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1336515.625000 Penalty: 4619.957520
	Iteration 42F: 3 clusters Score -1336516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -280008.812500 Penalty: 1920.975342
	Iteration 0F: 2 clusters Score -280008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -277260.375000 Penalty: 3841.950684
	Iteration 0F: 3 clusters Score -277260.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -277807.750000 Penalty: 3841.950684
	Iteration 1F: 3 clusters Score -277807.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -277964.593750 Penalty: 3841.950684
	Iteration 2F: 3 clusters Score -277964.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -278052.593750 Penalty: 3841.950684
	Iteration 3Q: 3 clusters Score -278052.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -278100.343750 Penalty: 3841.950684
	Iteration 4Q: 3 clusters Score -278100.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -278128.875000 Penalty: 3841.950684
	Iteration 5Q: 3 clusters Score -278128.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -278143.125000 Penalty: 3841.950684
	Iteration 6Q: 3 clusters Score -278143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -278151.843750 Penalty: 3841.950684
	Iteration 7Q: 3 clusters Score -278151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -278163.500000 Penalty: 3841.950684
	Iteration 8Q: 3 clusters Score -278163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -278175.531250 Penalty: 3841.950684
	Iteration 9Q: 3 clusters Score -278175.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -278185.218750 Penalty: 3841.950684
	Iteration 10Q: 3 clusters Score -278185.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -278191.875000 Penalty: 3841.950684
	Iteration 11Q: 3 clusters Score -278191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -278196.562500 Penalty: 3841.950684
	Iteration 12Q: 3 clusters Score -278196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -278202.812500 Penalty: 3841.950684
	Iteration 13Q: 3 clusters Score -278202.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -278212.156250 Penalty: 3841.950684
	Iteration 14Q: 3 clusters Score -278212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -278221.312500 Penalty: 3841.950684
	Iteration 15Q: 3 clusters Score -278221.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -278234.281250 Penalty: 3841.950684
	Iteration 16Q: 3 clusters Score -278234.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -278241.406250 Penalty: 3841.950684
	Iteration 17Q: 3 clusters Score -278241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -278250.250000 Penalty: 3841.950684
	Iteration 18Q: 3 clusters Score -278250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -278256.562500 Penalty: 3841.950684
	Iteration 19Q: 3 clusters Score -278256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -278260.656250 Penalty: 3841.950684
	Iteration 20F: 3 clusters Score -278260.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278267.000000 Penalty: 3841.950684
	Iteration 21Q: 3 clusters Score -278267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -278269.843750 Penalty: 3841.950684
	Iteration 22Q: 3 clusters Score -278269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -278271.437500 Penalty: 3841.950684
	Iteration 23Q: 3 clusters Score -278271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -278272.093750 Penalty: 3841.950684
	Iteration 24Q: 3 clusters Score -278272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278272.781250 Penalty: 3841.950684
	Iteration 25Q: 3 clusters Score -278272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -278272.781250 Penalty: 3841.950684
	Iteration 26Q: 3 clusters Score -278272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -278274.625000 Penalty: 3841.950684
	Iteration 27Q: 3 clusters Score -278274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -278275.468750 Penalty: 3841.950684
	Iteration 28Q: 3 clusters Score -278275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -278276.031250 Penalty: 3841.950684
	Iteration 29Q: 3 clusters Score -278276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -278276.750000 Penalty: 3841.950684
	Iteration 30Q: 3 clusters Score -278276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278276.593750 Penalty: 3841.950684
	Iteration 31Q: 3 clusters Score -278276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -278276.593750 Penalty: 3841.950684
	Iteration 32F: 3 clusters Score -278276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -32940.878906 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -32940.88 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 157 members 
Entering Unmasked Estep 
Score: -31708.982422 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -31708.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31872.886719 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -31872.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31944.210938 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -31944.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31971.527344 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -31971.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32010.998047 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -32011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32062.257812 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -32062.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32117.978516 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -32117.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32136.929688 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -32136.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32136.929688 Penalty: 2834.011475
	Iteration 8F: 3 clusters Score -32136.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -6221239.000000 Penalty: 2674.289551
	Iteration 0F: 2 clusters Score -6221239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6188757.500000 Penalty: 5348.579102
	Iteration 0F: 3 clusters Score -6188758 nChanged 22211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6201070.000000 Penalty: 5348.579102
	Iteration 1F: 3 clusters Score -6201070 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6201685.000000 Penalty: 5348.579102
	Iteration 2Q: 3 clusters Score -6201685 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -6202266.500000 Penalty: 5348.579102
	Iteration 3Q: 3 clusters Score -6202266 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -6203015.500000 Penalty: 5348.579102
	Iteration 4Q: 3 clusters Score -6203016 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6204110.500000 Penalty: 5348.579102
	Iteration 5Q: 3 clusters Score -6204110 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -6205600.500000 Penalty: 5348.579102
	Iteration 6F: 3 clusters Score -6205600 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -6207789.500000 Penalty: 5348.579102
	Iteration 7F: 3 clusters Score -6207790 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -6210701.500000 Penalty: 5348.579102
	Iteration 8F: 3 clusters Score -6210702 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -6213877.500000 Penalty: 5348.579102
	Iteration 9F: 3 clusters Score -6213878 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6216340.000000 Penalty: 5348.579102
	Iteration 10F: 3 clusters Score -6216340 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6217719.500000 Penalty: 5348.579102
	Iteration 11Q: 3 clusters Score -6217720 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6218388.500000 Penalty: 5348.579102
	Iteration 12Q: 3 clusters Score -6218388 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -6218680.500000 Penalty: 5348.579102
	Iteration 13Q: 3 clusters Score -6218680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -6218846.000000 Penalty: 5348.579102
	Iteration 14Q: 3 clusters Score -6218846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6218952.000000 Penalty: 5348.579102
	Iteration 15Q: 3 clusters Score -6218952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6218999.500000 Penalty: 5348.579102
	Iteration 16Q: 3 clusters Score -6219000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6219054.000000 Penalty: 5348.579102
	Iteration 17Q: 3 clusters Score -6219054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -6219084.000000 Penalty: 5348.579102
	Iteration 18Q: 3 clusters Score -6219084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -6219104.000000 Penalty: 5348.579102
	Iteration 19Q: 3 clusters Score -6219104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -6219120.000000 Penalty: 5348.579102
	Iteration 20F: 3 clusters Score -6219120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6219118.500000 Penalty: 5348.579102
	Iteration 21Q: 3 clusters Score -6219118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6219123.000000 Penalty: 5348.579102
	Iteration 22Q: 3 clusters Score -6219123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6219130.500000 Penalty: 5348.579102
	Iteration 23Q: 3 clusters Score -6219130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6219140.500000 Penalty: 5348.579102
	Iteration 24Q: 3 clusters Score -6219140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6219142.000000 Penalty: 5348.579102
	Iteration 25Q: 3 clusters Score -6219142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6219142.000000 Penalty: 5348.579102
	Iteration 26F: 3 clusters Score -6219142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Entering Unmasked Estep 
Score: -2145068.500000 Penalty: 2409.675781
	Iteration 0F: 2 clusters Score -2145068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2133261.000000 Penalty: 4819.351562
	Iteration 0F: 3 clusters Score -2133261 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2137181.250000 Penalty: 4819.351562
	Iteration 1F: 3 clusters Score -2137181 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2137919.750000 Penalty: 4819.351562
	Iteration 2F: 3 clusters Score -2137920 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2138897.000000 Penalty: 4819.351562
	Iteration 3F: 3 clusters Score -2138897 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2140056.750000 Penalty: 4819.351562
	Iteration 4F: 3 clusters Score -2140057 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2141260.750000 Penalty: 4819.351562
	Iteration 5F: 3 clusters Score -2141261 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2142294.000000 Penalty: 4819.351562
	Iteration 6F: 3 clusters Score -2142294 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2143036.000000 Penalty: 4819.351562
	Iteration 7F: 3 clusters Score -2143036 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2143569.250000 Penalty: 4819.351562
	Iteration 8Q: 3 clusters Score -2143569 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2143910.500000 Penalty: 4819.351562
	Iteration 9Q: 3 clusters Score -2143910 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2144114.750000 Penalty: 4819.351562
	Iteration 10Q: 3 clusters Score -2144115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2144241.000000 Penalty: 4819.351562
	Iteration 11Q: 3 clusters Score -2144241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2144315.000000 Penalty: 4819.351562
	Iteration 12Q: 3 clusters Score -2144315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2144356.750000 Penalty: 4819.351562
	Iteration 13Q: 3 clusters Score -2144357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2144371.500000 Penalty: 4819.351562
	Iteration 14Q: 3 clusters Score -2144372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2144381.000000 Penalty: 4819.351562
	Iteration 15Q: 3 clusters Score -2144381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2144386.000000 Penalty: 4819.351562
	Iteration 16Q: 3 clusters Score -2144386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2144391.500000 Penalty: 4819.351562
	Iteration 17Q: 3 clusters Score -2144392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2144392.500000 Penalty: 4819.351562
	Iteration 18Q: 3 clusters Score -2144392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2144394.750000 Penalty: 4819.351562
	Iteration 19Q: 3 clusters Score -2144395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2144397.750000 Penalty: 4819.351562
	Iteration 20F: 3 clusters Score -2144398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2144398.000000 Penalty: 4819.351562
	Iteration 21Q: 3 clusters Score -2144398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2144400.500000 Penalty: 4819.351562
	Iteration 22Q: 3 clusters Score -2144400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2144401.250000 Penalty: 4819.351562
	Iteration 23Q: 3 clusters Score -2144401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2144401.250000 Penalty: 4819.351562
	Iteration 24F: 3 clusters Score -2144401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -800666.750000 Penalty: 2168.395752
	Iteration 0F: 2 clusters Score -800666.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -795308.687500 Penalty: 4336.791504
	Iteration 0F: 3 clusters Score -795308.7 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -796571.250000 Penalty: 4336.791504
	Iteration 1F: 3 clusters Score -796571.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -796793.375000 Penalty: 4336.791504
	Iteration 2F: 3 clusters Score -796793.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -796921.187500 Penalty: 4336.791504
	Iteration 3Q: 3 clusters Score -796921.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -797015.500000 Penalty: 4336.791504
	Iteration 4Q: 3 clusters Score -797015.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -797098.437500 Penalty: 4336.791504
	Iteration 5Q: 3 clusters Score -797098.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -797180.375000 Penalty: 4336.791504
	Iteration 6Q: 3 clusters Score -797180.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -797242.187500 Penalty: 4336.791504
	Iteration 7Q: 3 clusters Score -797242.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -797291.062500 Penalty: 4336.791504
	Iteration 8Q: 3 clusters Score -797291.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -797343.125000 Penalty: 4336.791504
	Iteration 9Q: 3 clusters Score -797343.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -797390.125000 Penalty: 4336.791504
	Iteration 10Q: 3 clusters Score -797390.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -797432.125000 Penalty: 4336.791504
	Iteration 11Q: 3 clusters Score -797432.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -797467.437500 Penalty: 4336.791504
	Iteration 12Q: 3 clusters Score -797467.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -797512.250000 Penalty: 4336.791504
	Iteration 13Q: 3 clusters Score -797512.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -797588.937500 Penalty: 4336.791504
	Iteration 14Q: 3 clusters Score -797588.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -797690.312500 Penalty: 4336.791504
	Iteration 15Q: 3 clusters Score -797690.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -797784.687500 Penalty: 4336.791504
	Iteration 16Q: 3 clusters Score -797784.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -797888.875000 Penalty: 4336.791504
	Iteration 17Q: 3 clusters Score -797888.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -797989.375000 Penalty: 4336.791504
	Iteration 18Q: 3 clusters Score -797989.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -798095.312500 Penalty: 4336.791504
	Iteration 19Q: 3 clusters Score -798095.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -798206.875000 Penalty: 4336.791504
	Iteration 20F: 3 clusters Score -798206.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -798311.687500 Penalty: 4336.791504
	Iteration 21Q: 3 clusters Score -798311.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -798399.000000 Penalty: 4336.791504
	Iteration 22Q: 3 clusters Score -798399 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -798468.062500 Penalty: 4336.791504
	Iteration 23Q: 3 clusters Score -798468.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -798531.437500 Penalty: 4336.791504
	Iteration 24Q: 3 clusters Score -798531.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -798578.375000 Penalty: 4336.791504
	Iteration 25Q: 3 clusters Score -798578.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -798622.250000 Penalty: 4336.791504
	Iteration 26Q: 3 clusters Score -798622.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -798658.187500 Penalty: 4336.791504
	Iteration 27Q: 3 clusters Score -798658.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -798693.187500 Penalty: 4336.791504
	Iteration 28Q: 3 clusters Score -798693.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -798721.250000 Penalty: 4336.791504
	Iteration 29Q: 3 clusters Score -798721.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -798736.250000 Penalty: 4336.791504
	Iteration 30Q: 3 clusters Score -798736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -798747.250000 Penalty: 4336.791504
	Iteration 31Q: 3 clusters Score -798747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -798754.187500 Penalty: 4336.791504
	Iteration 32Q: 3 clusters Score -798754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -798758.000000 Penalty: 4336.791504
	Iteration 33Q: 3 clusters Score -798758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -798763.125000 Penalty: 4336.791504
	Iteration 34Q: 3 clusters Score -798763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -798768.937500 Penalty: 4336.791504
	Iteration 35Q: 3 clusters Score -798768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -798775.562500 Penalty: 4336.791504
	Iteration 36Q: 3 clusters Score -798775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -798777.125000 Penalty: 4336.791504
	Iteration 37Q: 3 clusters Score -798777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -798779.812500 Penalty: 4336.791504
	Iteration 38Q: 3 clusters Score -798779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -798781.812500 Penalty: 4336.791504
	Iteration 39Q: 3 clusters Score -798781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -798783.187500 Penalty: 4336.791504
	Iteration 40F: 3 clusters Score -798783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -798784.562500 Penalty: 4336.791504
	Iteration 41Q: 3 clusters Score -798784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -798785.625000 Penalty: 4336.791504
	Iteration 42Q: 3 clusters Score -798785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -798786.562500 Penalty: 4336.791504
	Iteration 43Q: 3 clusters Score -798786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -798789.250000 Penalty: 4336.791504
	Iteration 44Q: 3 clusters Score -798789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -798792.312500 Penalty: 4336.791504
	Iteration 45Q: 3 clusters Score -798792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -798794.375000 Penalty: 4336.791504
	Iteration 46Q: 3 clusters Score -798794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -798795.125000 Penalty: 4336.791504
	Iteration 47Q: 3 clusters Score -798795.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -798795.125000 Penalty: 4336.791504
	Iteration 48F: 3 clusters Score -798795.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (277147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277147 members 
Entering Unmasked Estep 
Score: -35262844.000000 Penalty: 3108.011230
	Iteration 0F: 2 clusters Score -3.526284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 138157 members 
Entering Unmasked Estep 
Score: -35092512.000000 Penalty: 6216.022461
	Iteration 0F: 3 clusters Score -3.509251e+07 nChanged 133778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -35170972.000000 Penalty: 6216.022461
	Iteration 1F: 3 clusters Score -3.517097e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 128958 members 
Entering Unmasked Estep 
Score: -35172524.000000 Penalty: 6216.022461
	Iteration 2Q: 3 clusters Score -3.517252e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -35174616.000000 Penalty: 6216.022461
	Iteration 3Q: 3 clusters Score -3.517462e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -35178340.000000 Penalty: 6216.022461
	Iteration 4Q: 3 clusters Score -3.517834e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -35185456.000000 Penalty: 6216.022461
	Iteration 5F: 3 clusters Score -3.518546e+07 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -35197188.000000 Penalty: 6216.022461
	Iteration 6F: 3 clusters Score -3.519719e+07 nChanged 22351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217304 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -35213784.000000 Penalty: 6216.022461
	Iteration 7F: 3 clusters Score -3.521378e+07 nChanged 21180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238386 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -35231896.000000 Penalty: 6216.022461
	Iteration 8F: 3 clusters Score -3.52319e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254035 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -35244164.000000 Penalty: 6216.022461
	Iteration 9F: 3 clusters Score -3.524416e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -35250824.000000 Penalty: 6216.022461
	Iteration 10Q: 3 clusters Score -3.525082e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268351 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -35254488.000000 Penalty: 6216.022461
	Iteration 11Q: 3 clusters Score -3.525449e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271294 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -35256524.000000 Penalty: 6216.022461
	Iteration 12Q: 3 clusters Score -3.525652e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273030 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -35257724.000000 Penalty: 6216.022461
	Iteration 13Q: 3 clusters Score -3.525772e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274090 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -35258452.000000 Penalty: 6216.022461
	Iteration 14Q: 3 clusters Score -3.525845e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -35258856.000000 Penalty: 6216.022461
	Iteration 15Q: 3 clusters Score -3.525886e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275149 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -35259232.000000 Penalty: 6216.022461
	Iteration 16Q: 3 clusters Score -3.525923e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275414 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -35259440.000000 Penalty: 6216.022461
	Iteration 17Q: 3 clusters Score -3.525944e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275608 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -35259540.000000 Penalty: 6216.022461
	Iteration 18Q: 3 clusters Score -3.525954e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275765 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -35259672.000000 Penalty: 6216.022461
	Iteration 19Q: 3 clusters Score -3.525967e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275871 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -35259744.000000 Penalty: 6216.022461
	Iteration 20F: 3 clusters Score -3.525974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275939 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -35259844.000000 Penalty: 6216.022461
	Iteration 21Q: 3 clusters Score -3.525984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275986 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -35259868.000000 Penalty: 6216.022461
	Iteration 22Q: 3 clusters Score -3.525987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276031 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -35259928.000000 Penalty: 6216.022461
	Iteration 23Q: 3 clusters Score -3.525993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276070 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35259964.000000 Penalty: 6216.022461
	Iteration 24Q: 3 clusters Score -3.525996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -35260024.000000 Penalty: 6216.022461
	Iteration 25Q: 3 clusters Score -3.526002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276137 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -35260024.000000 Penalty: 6216.022461
	Iteration 26Q: 3 clusters Score -3.526002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276144 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -35260036.000000 Penalty: 6216.022461
	Iteration 27Q: 3 clusters Score -3.526004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276162 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -35260064.000000 Penalty: 6216.022461
	Iteration 28Q: 3 clusters Score -3.526006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276170 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -35260028.000000 Penalty: 6216.022461
	Iteration 29Q: 3 clusters Score -3.526003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276173 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -35260084.000000 Penalty: 6216.022461
	Iteration 30Q: 3 clusters Score -3.526008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276179 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -35260088.000000 Penalty: 6216.022461
	Iteration 31Q: 3 clusters Score -3.526009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276190 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -35260100.000000 Penalty: 6216.022461
	Iteration 32Q: 3 clusters Score -3.52601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35260140.000000 Penalty: 6216.022461
	Iteration 33Q: 3 clusters Score -3.526014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276211 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -35260144.000000 Penalty: 6216.022461
	Iteration 34Q: 3 clusters Score -3.526014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276216 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -35260128.000000 Penalty: 6216.022461
	Iteration 35Q: 3 clusters Score -3.526013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276221 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -35260140.000000 Penalty: 6216.022461
	Iteration 36Q: 3 clusters Score -3.526014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276221 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -35260140.000000 Penalty: 6216.022461
	Iteration 37Q: 3 clusters Score -3.526014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276226 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -35260164.000000 Penalty: 6216.022461
	Iteration 38Q: 3 clusters Score -3.526016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276227 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -35260164.000000 Penalty: 6216.022461
	Iteration 39Q: 3 clusters Score -3.526016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276227 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -35260164.000000 Penalty: 6216.022461
	Iteration 40F: 3 clusters Score -3.526016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Entering Unmasked Estep 
Score: -12621331.000000 Penalty: 2850.819580
	Iteration 0F: 2 clusters Score -1.262133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -12555581.000000 Penalty: 5701.639160
	Iteration 0F: 3 clusters Score -1.255558e+07 nChanged 46417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -12581452.000000 Penalty: 5701.639160
	Iteration 1F: 3 clusters Score -1.258145e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -12581869.000000 Penalty: 5701.639160
	Iteration 2Q: 3 clusters Score -1.258187e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -12582300.000000 Penalty: 5701.639160
	Iteration 3Q: 3 clusters Score -1.25823e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -12582820.000000 Penalty: 5701.639160
	Iteration 4Q: 3 clusters Score -1.258282e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -12583578.000000 Penalty: 5701.639160
	Iteration 5Q: 3 clusters Score -1.258358e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -12584849.000000 Penalty: 5701.639160
	Iteration 6Q: 3 clusters Score -1.258485e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -12587028.000000 Penalty: 5701.639160
	Iteration 7Q: 3 clusters Score -1.258703e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -12590690.000000 Penalty: 5701.639160
	Iteration 8F: 3 clusters Score -1.259069e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -12597021.000000 Penalty: 5701.639160
	Iteration 9F: 3 clusters Score -1.259702e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -12604916.000000 Penalty: 5701.639160
	Iteration 10F: 3 clusters Score -1.260492e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -12611804.000000 Penalty: 5701.639160
	Iteration 11F: 3 clusters Score -1.26118e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12615933.000000 Penalty: 5701.639160
	Iteration 12Q: 3 clusters Score -1.261593e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12617750.000000 Penalty: 5701.639160
	Iteration 13Q: 3 clusters Score -1.261775e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12618394.000000 Penalty: 5701.639160
	Iteration 14Q: 3 clusters Score -1.261839e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12618625.000000 Penalty: 5701.639160
	Iteration 15Q: 3 clusters Score -1.261862e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12618743.000000 Penalty: 5701.639160
	Iteration 16Q: 3 clusters Score -1.261874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12618789.000000 Penalty: 5701.639160
	Iteration 17Q: 3 clusters Score -1.261879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12618802.000000 Penalty: 5701.639160
	Iteration 18Q: 3 clusters Score -1.26188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12618833.000000 Penalty: 5701.639160
	Iteration 19Q: 3 clusters Score -1.261883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12618843.000000 Penalty: 5701.639160
	Iteration 20F: 3 clusters Score -1.261884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12618856.000000 Penalty: 5701.639160
	Iteration 21Q: 3 clusters Score -1.261886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12618868.000000 Penalty: 5701.639160
	Iteration 22Q: 3 clusters Score -1.261887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12618862.000000 Penalty: 5701.639160
	Iteration 23Q: 3 clusters Score -1.261886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12618862.000000 Penalty: 5701.639160
	Iteration 24F: 3 clusters Score -1.261886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Entering Unmasked Estep 
Score: -6249225.000000 Penalty: 2683.552979
	Iteration 0F: 2 clusters Score -6249225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -6215590.000000 Penalty: 5367.105957
	Iteration 0F: 3 clusters Score -6215590 nChanged 22914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6228229.500000 Penalty: 5367.105957
	Iteration 1F: 3 clusters Score -6228230 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6228668.500000 Penalty: 5367.105957
	Iteration 2Q: 3 clusters Score -6228668 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6229257.000000 Penalty: 5367.105957
	Iteration 3Q: 3 clusters Score -6229257 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6229921.000000 Penalty: 5367.105957
	Iteration 4Q: 3 clusters Score -6229921 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -6230850.000000 Penalty: 5367.105957
	Iteration 5Q: 3 clusters Score -6230850 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6232074.500000 Penalty: 5367.105957
	Iteration 6F: 3 clusters Score -6232074 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -6233905.000000 Penalty: 5367.105957
	Iteration 7F: 3 clusters Score -6233905 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -6236188.000000 Penalty: 5367.105957
	Iteration 8F: 3 clusters Score -6236188 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -6238714.000000 Penalty: 5367.105957
	Iteration 9F: 3 clusters Score -6238714 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -6241228.500000 Penalty: 5367.105957
	Iteration 10F: 3 clusters Score -6241228 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -6243564.000000 Penalty: 5367.105957
	Iteration 11F: 3 clusters Score -6243564 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6245332.500000 Penalty: 5367.105957
	Iteration 12Q: 3 clusters Score -6245332 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6246275.500000 Penalty: 5367.105957
	Iteration 13Q: 3 clusters Score -6246276 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6246693.000000 Penalty: 5367.105957
	Iteration 14Q: 3 clusters Score -6246693 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6246911.000000 Penalty: 5367.105957
	Iteration 15Q: 3 clusters Score -6246911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6247015.000000 Penalty: 5367.105957
	Iteration 16Q: 3 clusters Score -6247015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6247104.000000 Penalty: 5367.105957
	Iteration 17Q: 3 clusters Score -6247104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6247173.000000 Penalty: 5367.105957
	Iteration 18Q: 3 clusters Score -6247173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6247208.500000 Penalty: 5367.105957
	Iteration 19Q: 3 clusters Score -6247208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6247243.500000 Penalty: 5367.105957
	Iteration 20F: 3 clusters Score -6247244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6247261.000000 Penalty: 5367.105957
	Iteration 21Q: 3 clusters Score -6247261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6247286.500000 Penalty: 5367.105957
	Iteration 22Q: 3 clusters Score -6247286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6247296.000000 Penalty: 5367.105957
	Iteration 23Q: 3 clusters Score -6247296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6247296.000000 Penalty: 5367.105957
	Iteration 24Q: 3 clusters Score -6247296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6247306.000000 Penalty: 5367.105957
	Iteration 25Q: 3 clusters Score -6247306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6247303.000000 Penalty: 5367.105957
	Iteration 26Q: 3 clusters Score -6247303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6247303.000000 Penalty: 5367.105957
	Iteration 27Q: 3 clusters Score -6247303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6247302.500000 Penalty: 5367.105957
	Iteration 28Q: 3 clusters Score -6247302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6247305.000000 Penalty: 5367.105957
	Iteration 29Q: 3 clusters Score -6247305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6247308.500000 Penalty: 5367.105957
	Iteration 30Q: 3 clusters Score -6247308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6247308.500000 Penalty: 5367.105957
	Iteration 31F: 3 clusters Score -6247308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -44603.710938 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -44603.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43173.941406 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -43173.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43309.992188 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -43309.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43365.433594 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -43365.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43394.667969 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -43394.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43408.683594 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -43408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43410.554688 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -43410.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43413.589844 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -43413.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43416.703125 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -43416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43419.722656 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -43419.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43419.722656 Penalty: 2976.701660
	Iteration 9F: 3 clusters Score -43419.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -120460.187500 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -120460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118552.632812 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -118552.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118803.937500 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -118803.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118857.710938 Penalty: 3411.138916
	Iteration 2Q: 3 clusters Score -118857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118875.257812 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -118875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118888.031250 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -118888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118903.132812 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -118903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118911.757812 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -118911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118915.734375 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -118915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118916.234375 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -118916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118916.234375 Penalty: 3411.138916
	Iteration 9F: 3 clusters Score -118916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -115074.617188 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -115074.6 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 493 members 
Entering Unmasked Estep 
Score: -113179.984375 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -113180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113486.851562 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -113486.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113563.328125 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -113563.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113614.687500 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -113614.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113647.867188 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -113647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113665.000000 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -113665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113682.281250 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -113682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113698.757812 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -113698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113710.101562 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -113710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113722.984375 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -113723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113739.382812 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -113739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113758.273438 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -113758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113780.171875 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -113780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113792.937500 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -113792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113803.742188 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -113803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113811.859375 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -113811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113820.078125 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -113820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113832.351562 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -113832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113848.882812 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -113848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113860.773438 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -113860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113867.054688 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -113867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113870.992188 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -113871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113871.804688 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -113871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113871.804688 Penalty: 3397.136963
	Iteration 23F: 3 clusters Score -113871.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -525050.875000 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -525050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -521123.562500 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -521123.6 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -521923.031250 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -521923 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -522079.562500 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -522079.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -522183.437500 Penalty: 4118.784180
	Iteration 3Q: 3 clusters Score -522183.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -522244.156250 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -522244.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -522293.250000 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -522293.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -522331.093750 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -522331.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -522360.031250 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -522360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -522390.031250 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -522390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -522416.156250 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -522416.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -522436.187500 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -522436.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -522455.125000 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -522455.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -522465.687500 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -522465.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -522479.531250 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -522479.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -522490.281250 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -522490.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -522496.343750 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -522496.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -522501.875000 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -522501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -522511.656250 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -522511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -522518.656250 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -522518.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -522527.125000 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -522527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -522532.812500 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -522532.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -522536.468750 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -522536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -522538.812500 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -522538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -522542.250000 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -522542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -522544.125000 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -522544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -522547.187500 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -522547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -522547.781250 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -522547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -522548.687500 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -522548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -522549.750000 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -522549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -522551.593750 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -522551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -522553.281250 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -522553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -522553.937500 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -522553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -522557.656250 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -522557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -522559.187500 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -522559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -522559.125000 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -522559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -522560.312500 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -522560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -522561.906250 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -522561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -522565.312500 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -522565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -522569.156250 Penalty: 4118.784180
	Iteration 38Q: 3 clusters Score -522569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -522575.968750 Penalty: 4118.784180
	Iteration 39Q: 3 clusters Score -522576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -522578.343750 Penalty: 4118.784180
	Iteration 40F: 3 clusters Score -522578.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -522583.531250 Penalty: 4118.784180
	Iteration 41Q: 3 clusters Score -522583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -522589.062500 Penalty: 4118.784180
	Iteration 42Q: 3 clusters Score -522589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -522593.062500 Penalty: 4118.784180
	Iteration 43Q: 3 clusters Score -522593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -522596.812500 Penalty: 4118.784180
	Iteration 44Q: 3 clusters Score -522596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -522602.125000 Penalty: 4118.784180
	Iteration 45Q: 3 clusters Score -522602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -522608.468750 Penalty: 4118.784180
	Iteration 46Q: 3 clusters Score -522608.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -522615.468750 Penalty: 4118.784180
	Iteration 47Q: 3 clusters Score -522615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -522620.937500 Penalty: 4118.784180
	Iteration 48Q: 3 clusters Score -522620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -522624.843750 Penalty: 4118.784180
	Iteration 49Q: 3 clusters Score -522624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -522632.125000 Penalty: 4118.784180
	Iteration 50Q: 3 clusters Score -522632.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -522640.531250 Penalty: 4118.784180
	Iteration 51Q: 3 clusters Score -522640.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -522653.531250 Penalty: 4118.784180
	Iteration 52Q: 3 clusters Score -522653.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -522669.968750 Penalty: 4118.784180
	Iteration 53Q: 3 clusters Score -522670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -522689.937500 Penalty: 4118.784180
	Iteration 54Q: 3 clusters Score -522689.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -522710.500000 Penalty: 4118.784180
	Iteration 55Q: 3 clusters Score -522710.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -522736.156250 Penalty: 4118.784180
	Iteration 56Q: 3 clusters Score -522736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -522757.812500 Penalty: 4118.784180
	Iteration 57Q: 3 clusters Score -522757.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -522780.593750 Penalty: 4118.784180
	Iteration 58Q: 3 clusters Score -522780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -522795.125000 Penalty: 4118.784180
	Iteration 59Q: 3 clusters Score -522795.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -522812.218750 Penalty: 4118.784180
	Iteration 60F: 3 clusters Score -522812.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -522830.468750 Penalty: 4118.784180
	Iteration 61Q: 3 clusters Score -522830.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -522852.093750 Penalty: 4118.784180
	Iteration 62Q: 3 clusters Score -522852.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -522864.687500 Penalty: 4118.784180
	Iteration 63Q: 3 clusters Score -522864.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -522877.125000 Penalty: 4118.784180
	Iteration 64Q: 3 clusters Score -522877.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -522894.656250 Penalty: 4118.784180
	Iteration 65Q: 3 clusters Score -522894.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -522907.312500 Penalty: 4118.784180
	Iteration 66Q: 3 clusters Score -522907.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -522924.812500 Penalty: 4118.784180
	Iteration 67Q: 3 clusters Score -522924.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -522936.687500 Penalty: 4118.784180
	Iteration 68Q: 3 clusters Score -522936.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -522955.031250 Penalty: 4118.784180
	Iteration 69Q: 3 clusters Score -522955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -522973.593750 Penalty: 4118.784180
	Iteration 70Q: 3 clusters Score -522973.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -522992.406250 Penalty: 4118.784180
	Iteration 71Q: 3 clusters Score -522992.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -523006.125000 Penalty: 4118.784180
	Iteration 72Q: 3 clusters Score -523006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -523014.937500 Penalty: 4118.784180
	Iteration 73Q: 3 clusters Score -523014.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -523022.125000 Penalty: 4118.784180
	Iteration 74Q: 3 clusters Score -523022.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -523031.250000 Penalty: 4118.784180
	Iteration 75Q: 3 clusters Score -523031.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -523040.625000 Penalty: 4118.784180
	Iteration 76Q: 3 clusters Score -523040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -523052.812500 Penalty: 4118.784180
	Iteration 77Q: 3 clusters Score -523052.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -523068.281250 Penalty: 4118.784180
	Iteration 78Q: 3 clusters Score -523068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -523081.531250 Penalty: 4118.784180
	Iteration 79Q: 3 clusters Score -523081.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -523091.531250 Penalty: 4118.784180
	Iteration 80F: 3 clusters Score -523091.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -523106.062500 Penalty: 4118.784180
	Iteration 81Q: 3 clusters Score -523106.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -523118.718750 Penalty: 4118.784180
	Iteration 82Q: 3 clusters Score -523118.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -523126.812500 Penalty: 4118.784180
	Iteration 83Q: 3 clusters Score -523126.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -523133.812500 Penalty: 4118.784180
	Iteration 84Q: 3 clusters Score -523133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -523142.406250 Penalty: 4118.784180
	Iteration 85Q: 3 clusters Score -523142.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -523151.187500 Penalty: 4118.784180
	Iteration 86Q: 3 clusters Score -523151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -523162.125000 Penalty: 4118.784180
	Iteration 87Q: 3 clusters Score -523162.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -523177.531250 Penalty: 4118.784180
	Iteration 88Q: 3 clusters Score -523177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -523187.375000 Penalty: 4118.784180
	Iteration 89Q: 3 clusters Score -523187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -523199.625000 Penalty: 4118.784180
	Iteration 90Q: 3 clusters Score -523199.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -523210.062500 Penalty: 4118.784180
	Iteration 91Q: 3 clusters Score -523210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -523218.687500 Penalty: 4118.784180
	Iteration 92Q: 3 clusters Score -523218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -523222.250000 Penalty: 4118.784180
	Iteration 93Q: 3 clusters Score -523222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -523228.781250 Penalty: 4118.784180
	Iteration 94Q: 3 clusters Score -523228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -523234.843750 Penalty: 4118.784180
	Iteration 95Q: 3 clusters Score -523234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -523240.625000 Penalty: 4118.784180
	Iteration 96Q: 3 clusters Score -523240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -523246.250000 Penalty: 4118.784180
	Iteration 97Q: 3 clusters Score -523246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -523251.531250 Penalty: 4118.784180
	Iteration 98Q: 3 clusters Score -523251.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -523259.156250 Penalty: 4118.784180
	Iteration 99Q: 3 clusters Score -523259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -523261.781250 Penalty: 4118.784180
	Iteration 100F: 3 clusters Score -523261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -523262.375000 Penalty: 4118.784180
	Iteration 101Q: 3 clusters Score -523262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -523262.375000 Penalty: 4118.784180
	Iteration 102F: 3 clusters Score -523262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Entering Unmasked Estep 
Score: -2899737.750000 Penalty: 2483.849121
	Iteration 0F: 2 clusters Score -2899738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2884078.000000 Penalty: 4967.698242
	Iteration 0F: 3 clusters Score -2884078 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2889354.250000 Penalty: 4967.698242
	Iteration 1F: 3 clusters Score -2889354 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2889771.250000 Penalty: 4967.698242
	Iteration 2F: 3 clusters Score -2889771 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2890113.750000 Penalty: 4967.698242
	Iteration 3Q: 3 clusters Score -2890114 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2890422.750000 Penalty: 4967.698242
	Iteration 4Q: 3 clusters Score -2890423 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2890677.500000 Penalty: 4967.698242
	Iteration 5Q: 3 clusters Score -2890678 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2890945.000000 Penalty: 4967.698242
	Iteration 6Q: 3 clusters Score -2890945 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2891274.000000 Penalty: 4967.698242
	Iteration 7Q: 3 clusters Score -2891274 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2891701.500000 Penalty: 4967.698242
	Iteration 8Q: 3 clusters Score -2891702 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2892216.500000 Penalty: 4967.698242
	Iteration 9Q: 3 clusters Score -2892216 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2892975.750000 Penalty: 4967.698242
	Iteration 10Q: 3 clusters Score -2892976 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2893832.750000 Penalty: 4967.698242
	Iteration 11F: 3 clusters Score -2893833 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2894553.000000 Penalty: 4967.698242
	Iteration 12Q: 3 clusters Score -2894553 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2894996.750000 Penalty: 4967.698242
	Iteration 13Q: 3 clusters Score -2894997 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2895258.000000 Penalty: 4967.698242
	Iteration 14Q: 3 clusters Score -2895258 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2895451.750000 Penalty: 4967.698242
	Iteration 15Q: 3 clusters Score -2895452 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2895625.250000 Penalty: 4967.698242
	Iteration 16Q: 3 clusters Score -2895625 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2895777.250000 Penalty: 4967.698242
	Iteration 17Q: 3 clusters Score -2895777 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2895890.500000 Penalty: 4967.698242
	Iteration 18Q: 3 clusters Score -2895890 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2895995.750000 Penalty: 4967.698242
	Iteration 19Q: 3 clusters Score -2895996 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2896106.000000 Penalty: 4967.698242
	Iteration 20F: 3 clusters Score -2896106 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2896227.000000 Penalty: 4967.698242
	Iteration 21Q: 3 clusters Score -2896227 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2896328.500000 Penalty: 4967.698242
	Iteration 22Q: 3 clusters Score -2896328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2896424.250000 Penalty: 4967.698242
	Iteration 23Q: 3 clusters Score -2896424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2896498.500000 Penalty: 4967.698242
	Iteration 24Q: 3 clusters Score -2896498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2896552.500000 Penalty: 4967.698242
	Iteration 25Q: 3 clusters Score -2896552 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2896612.750000 Penalty: 4967.698242
	Iteration 26Q: 3 clusters Score -2896613 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2896678.250000 Penalty: 4967.698242
	Iteration 27Q: 3 clusters Score -2896678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2896727.000000 Penalty: 4967.698242
	Iteration 28Q: 3 clusters Score -2896727 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2896780.750000 Penalty: 4967.698242
	Iteration 29Q: 3 clusters Score -2896781 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2896831.000000 Penalty: 4967.698242
	Iteration 30Q: 3 clusters Score -2896831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2896866.750000 Penalty: 4967.698242
	Iteration 31Q: 3 clusters Score -2896867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2896900.250000 Penalty: 4967.698242
	Iteration 32Q: 3 clusters Score -2896900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2896944.750000 Penalty: 4967.698242
	Iteration 33Q: 3 clusters Score -2896945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2896971.500000 Penalty: 4967.698242
	Iteration 34Q: 3 clusters Score -2896972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2897006.000000 Penalty: 4967.698242
	Iteration 35Q: 3 clusters Score -2897006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2897030.250000 Penalty: 4967.698242
	Iteration 36Q: 3 clusters Score -2897030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2897057.250000 Penalty: 4967.698242
	Iteration 37Q: 3 clusters Score -2897057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2897071.750000 Penalty: 4967.698242
	Iteration 38Q: 3 clusters Score -2897072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2897092.750000 Penalty: 4967.698242
	Iteration 39Q: 3 clusters Score -2897093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2897097.500000 Penalty: 4967.698242
	Iteration 40F: 3 clusters Score -2897098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2897112.250000 Penalty: 4967.698242
	Iteration 41Q: 3 clusters Score -2897112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2897133.500000 Penalty: 4967.698242
	Iteration 42Q: 3 clusters Score -2897134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2897135.750000 Penalty: 4967.698242
	Iteration 43Q: 3 clusters Score -2897136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2897146.750000 Penalty: 4967.698242
	Iteration 44Q: 3 clusters Score -2897147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2897167.500000 Penalty: 4967.698242
	Iteration 45Q: 3 clusters Score -2897168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2897183.250000 Penalty: 4967.698242
	Iteration 46Q: 3 clusters Score -2897183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2897188.000000 Penalty: 4967.698242
	Iteration 47Q: 3 clusters Score -2897188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2897211.250000 Penalty: 4967.698242
	Iteration 48Q: 3 clusters Score -2897211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2897218.750000 Penalty: 4967.698242
	Iteration 49Q: 3 clusters Score -2897219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2897242.000000 Penalty: 4967.698242
	Iteration 50Q: 3 clusters Score -2897242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2897257.750000 Penalty: 4967.698242
	Iteration 51Q: 3 clusters Score -2897258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2897279.500000 Penalty: 4967.698242
	Iteration 52Q: 3 clusters Score -2897280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2897287.000000 Penalty: 4967.698242
	Iteration 53Q: 3 clusters Score -2897287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2897294.250000 Penalty: 4967.698242
	Iteration 54Q: 3 clusters Score -2897294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2897303.500000 Penalty: 4967.698242
	Iteration 55Q: 3 clusters Score -2897304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2897309.000000 Penalty: 4967.698242
	Iteration 56Q: 3 clusters Score -2897309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2897326.250000 Penalty: 4967.698242
	Iteration 57Q: 3 clusters Score -2897326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2897334.500000 Penalty: 4967.698242
	Iteration 58Q: 3 clusters Score -2897334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2897345.250000 Penalty: 4967.698242
	Iteration 59Q: 3 clusters Score -2897345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2897345.500000 Penalty: 4967.698242
	Iteration 60F: 3 clusters Score -2897346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2897346.000000 Penalty: 4967.698242
	Iteration 61Q: 3 clusters Score -2897346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2897351.000000 Penalty: 4967.698242
	Iteration 62Q: 3 clusters Score -2897351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2897358.250000 Penalty: 4967.698242
	Iteration 63Q: 3 clusters Score -2897358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2897367.500000 Penalty: 4967.698242
	Iteration 64Q: 3 clusters Score -2897368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2897371.500000 Penalty: 4967.698242
	Iteration 65Q: 3 clusters Score -2897372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2897370.250000 Penalty: 4967.698242
	Iteration 66Q: 3 clusters Score -2897370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2897375.000000 Penalty: 4967.698242
	Iteration 67Q: 3 clusters Score -2897375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2897382.000000 Penalty: 4967.698242
	Iteration 68Q: 3 clusters Score -2897382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2897381.500000 Penalty: 4967.698242
	Iteration 69Q: 3 clusters Score -2897382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2897386.000000 Penalty: 4967.698242
	Iteration 70Q: 3 clusters Score -2897386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2897397.000000 Penalty: 4967.698242
	Iteration 71Q: 3 clusters Score -2897397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2897396.000000 Penalty: 4967.698242
	Iteration 72Q: 3 clusters Score -2897396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2897403.000000 Penalty: 4967.698242
	Iteration 73Q: 3 clusters Score -2897403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2897403.750000 Penalty: 4967.698242
	Iteration 74Q: 3 clusters Score -2897404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2897414.250000 Penalty: 4967.698242
	Iteration 75Q: 3 clusters Score -2897414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2897417.500000 Penalty: 4967.698242
	Iteration 76Q: 3 clusters Score -2897418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2897419.000000 Penalty: 4967.698242
	Iteration 77Q: 3 clusters Score -2897419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2897423.500000 Penalty: 4967.698242
	Iteration 78Q: 3 clusters Score -2897424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2897422.250000 Penalty: 4967.698242
	Iteration 79Q: 3 clusters Score -2897422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2897424.250000 Penalty: 4967.698242
	Iteration 80F: 3 clusters Score -2897424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2897431.500000 Penalty: 4967.698242
	Iteration 81Q: 3 clusters Score -2897432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2897433.500000 Penalty: 4967.698242
	Iteration 82Q: 3 clusters Score -2897434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2897439.250000 Penalty: 4967.698242
	Iteration 83Q: 3 clusters Score -2897439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2897442.500000 Penalty: 4967.698242
	Iteration 84Q: 3 clusters Score -2897442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2897449.250000 Penalty: 4967.698242
	Iteration 85Q: 3 clusters Score -2897449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2897458.500000 Penalty: 4967.698242
	Iteration 86Q: 3 clusters Score -2897458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2897466.250000 Penalty: 4967.698242
	Iteration 87Q: 3 clusters Score -2897466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2897473.000000 Penalty: 4967.698242
	Iteration 88Q: 3 clusters Score -2897473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2897472.500000 Penalty: 4967.698242
	Iteration 89Q: 3 clusters Score -2897472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2897476.500000 Penalty: 4967.698242
	Iteration 90Q: 3 clusters Score -2897476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2897481.750000 Penalty: 4967.698242
	Iteration 91Q: 3 clusters Score -2897482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2897484.750000 Penalty: 4967.698242
	Iteration 92Q: 3 clusters Score -2897485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2897492.250000 Penalty: 4967.698242
	Iteration 93Q: 3 clusters Score -2897492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2897484.750000 Penalty: 4967.698242
	Iteration 94Q: 3 clusters Score -2897485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2897488.000000 Penalty: 4967.698242
	Iteration 95Q: 3 clusters Score -2897488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2897497.000000 Penalty: 4967.698242
	Iteration 96Q: 3 clusters Score -2897497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2897499.750000 Penalty: 4967.698242
	Iteration 97Q: 3 clusters Score -2897500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2897499.250000 Penalty: 4967.698242
	Iteration 98Q: 3 clusters Score -2897499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2897503.250000 Penalty: 4967.698242
	Iteration 99Q: 3 clusters Score -2897503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2897503.000000 Penalty: 4967.698242
	Iteration 100F: 3 clusters Score -2897503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2897503.500000 Penalty: 4967.698242
	Iteration 101Q: 3 clusters Score -2897504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2897508.500000 Penalty: 4967.698242
	Iteration 102Q: 3 clusters Score -2897508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2897512.250000 Penalty: 4967.698242
	Iteration 103Q: 3 clusters Score -2897512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2897513.750000 Penalty: 4967.698242
	Iteration 104Q: 3 clusters Score -2897514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2897517.000000 Penalty: 4967.698242
	Iteration 105Q: 3 clusters Score -2897517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2897517.500000 Penalty: 4967.698242
	Iteration 106Q: 3 clusters Score -2897518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2897523.000000 Penalty: 4967.698242
	Iteration 107Q: 3 clusters Score -2897523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2897527.500000 Penalty: 4967.698242
	Iteration 108Q: 3 clusters Score -2897528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2897522.500000 Penalty: 4967.698242
	Iteration 109Q: 3 clusters Score -2897522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2897531.750000 Penalty: 4967.698242
	Iteration 110Q: 3 clusters Score -2897532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2897528.500000 Penalty: 4967.698242
	Iteration 111Q: 3 clusters Score -2897528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2897531.250000 Penalty: 4967.698242
	Iteration 112Q: 3 clusters Score -2897531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2897530.500000 Penalty: 4967.698242
	Iteration 113Q: 3 clusters Score -2897530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2897531.250000 Penalty: 4967.698242
	Iteration 114Q: 3 clusters Score -2897531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2897530.000000 Penalty: 4967.698242
	Iteration 115Q: 3 clusters Score -2897530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2897531.000000 Penalty: 4967.698242
	Iteration 116Q: 3 clusters Score -2897531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2897533.000000 Penalty: 4967.698242
	Iteration 117Q: 3 clusters Score -2897533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2897530.250000 Penalty: 4967.698242
	Iteration 118Q: 3 clusters Score -2897530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2897538.250000 Penalty: 4967.698242
	Iteration 119Q: 3 clusters Score -2897538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2897537.250000 Penalty: 4967.698242
	Iteration 120F: 3 clusters Score -2897537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2897537.750000 Penalty: 4967.698242
	Iteration 121Q: 3 clusters Score -2897538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2897536.750000 Penalty: 4967.698242
	Iteration 122Q: 3 clusters Score -2897537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2897536.750000 Penalty: 4967.698242
	Iteration 123F: 3 clusters Score -2897537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Entering Unmasked Estep 
Score: -2744954.000000 Penalty: 2469.084229
	Iteration 0F: 2 clusters Score -2744954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2730193.250000 Penalty: 4938.168457
	Iteration 0F: 3 clusters Score -2730193 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2735030.000000 Penalty: 4938.168457
	Iteration 1F: 3 clusters Score -2735030 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2735396.250000 Penalty: 4938.168457
	Iteration 2F: 3 clusters Score -2735396 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2735708.000000 Penalty: 4938.168457
	Iteration 3Q: 3 clusters Score -2735708 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2736001.500000 Penalty: 4938.168457
	Iteration 4Q: 3 clusters Score -2736002 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2736311.750000 Penalty: 4938.168457
	Iteration 5Q: 3 clusters Score -2736312 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2736636.750000 Penalty: 4938.168457
	Iteration 6Q: 3 clusters Score -2736637 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2737056.750000 Penalty: 4938.168457
	Iteration 7Q: 3 clusters Score -2737057 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2737570.000000 Penalty: 4938.168457
	Iteration 8Q: 3 clusters Score -2737570 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2738318.000000 Penalty: 4938.168457
	Iteration 9F: 3 clusters Score -2738318 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2739194.000000 Penalty: 4938.168457
	Iteration 10F: 3 clusters Score -2739194 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2740198.000000 Penalty: 4938.168457
	Iteration 11F: 3 clusters Score -2740198 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2741100.750000 Penalty: 4938.168457
	Iteration 12Q: 3 clusters Score -2741101 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2741747.500000 Penalty: 4938.168457
	Iteration 13Q: 3 clusters Score -2741748 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2742200.250000 Penalty: 4938.168457
	Iteration 14Q: 3 clusters Score -2742200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2742433.500000 Penalty: 4938.168457
	Iteration 15Q: 3 clusters Score -2742434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2742559.000000 Penalty: 4938.168457
	Iteration 16Q: 3 clusters Score -2742559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2742625.000000 Penalty: 4938.168457
	Iteration 17Q: 3 clusters Score -2742625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2742678.500000 Penalty: 4938.168457
	Iteration 18Q: 3 clusters Score -2742678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2742696.000000 Penalty: 4938.168457
	Iteration 19Q: 3 clusters Score -2742696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2742706.500000 Penalty: 4938.168457
	Iteration 20F: 3 clusters Score -2742706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2742717.000000 Penalty: 4938.168457
	Iteration 21Q: 3 clusters Score -2742717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2742724.750000 Penalty: 4938.168457
	Iteration 22Q: 3 clusters Score -2742725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2742730.000000 Penalty: 4938.168457
	Iteration 23Q: 3 clusters Score -2742730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2742741.500000 Penalty: 4938.168457
	Iteration 24Q: 3 clusters Score -2742742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2742742.000000 Penalty: 4938.168457
	Iteration 25Q: 3 clusters Score -2742742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2742749.250000 Penalty: 4938.168457
	Iteration 26Q: 3 clusters Score -2742749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2742753.500000 Penalty: 4938.168457
	Iteration 27Q: 3 clusters Score -2742754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2742756.000000 Penalty: 4938.168457
	Iteration 28Q: 3 clusters Score -2742756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2742753.750000 Penalty: 4938.168457
	Iteration 29Q: 3 clusters Score -2742754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2742760.250000 Penalty: 4938.168457
	Iteration 30Q: 3 clusters Score -2742760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2742763.750000 Penalty: 4938.168457
	Iteration 31Q: 3 clusters Score -2742764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2742768.000000 Penalty: 4938.168457
	Iteration 32Q: 3 clusters Score -2742768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2742771.250000 Penalty: 4938.168457
	Iteration 33Q: 3 clusters Score -2742771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2742773.000000 Penalty: 4938.168457
	Iteration 34Q: 3 clusters Score -2742773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2742774.000000 Penalty: 4938.168457
	Iteration 35Q: 3 clusters Score -2742774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2742774.000000 Penalty: 4938.168457
	Iteration 36F: 3 clusters Score -2742774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -2151277.500000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -2151278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2139469.250000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -2139469 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2143235.500000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -2143236 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2143562.750000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -2143563 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2143836.000000 Penalty: 4819.022949
	Iteration 3Q: 3 clusters Score -2143836 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2144079.500000 Penalty: 4819.022949
	Iteration 4Q: 3 clusters Score -2144080 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2144311.250000 Penalty: 4819.022949
	Iteration 5Q: 3 clusters Score -2144311 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2144568.250000 Penalty: 4819.022949
	Iteration 6Q: 3 clusters Score -2144568 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2144828.250000 Penalty: 4819.022949
	Iteration 7Q: 3 clusters Score -2144828 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2145082.000000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -2145082 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2145358.500000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -2145358 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2145664.500000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -2145664 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2145978.750000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -2145979 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2146329.750000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -2146330 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2146721.000000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -2146721 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2147123.750000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -2147124 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2147479.000000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -2147479 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2147730.500000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -2147730 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2147857.000000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -2147857 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2147926.250000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -2147926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2147980.750000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -2147981 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2148018.250000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -2148018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2148051.000000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -2148051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2148080.500000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -2148080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2148112.000000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -2148112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2148146.750000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -2148147 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2148177.000000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -2148177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2148215.250000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -2148215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2148246.000000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -2148246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2148278.000000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -2148278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2148313.500000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -2148314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2148343.500000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -2148344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2148366.500000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -2148366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2148381.000000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -2148381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2148395.750000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -2148396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2148404.500000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -2148404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2148415.250000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -2148415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2148421.500000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -2148422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2148425.500000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -2148426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2148431.500000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -2148432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2148438.250000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -2148438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2148439.250000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -2148439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2148444.500000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -2148444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2148450.750000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -2148451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2148453.250000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -2148453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2148461.000000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -2148461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2148466.750000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -2148467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2148465.500000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -2148466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2148474.000000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -2148474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2148478.250000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -2148478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2148480.250000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -2148480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2148484.500000 Penalty: 4819.022949
	Iteration 50Q: 3 clusters Score -2148484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2148490.250000 Penalty: 4819.022949
	Iteration 51Q: 3 clusters Score -2148490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2148494.250000 Penalty: 4819.022949
	Iteration 52Q: 3 clusters Score -2148494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2148497.250000 Penalty: 4819.022949
	Iteration 53Q: 3 clusters Score -2148497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2148493.250000 Penalty: 4819.022949
	Iteration 54Q: 3 clusters Score -2148493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2148501.500000 Penalty: 4819.022949
	Iteration 55Q: 3 clusters Score -2148502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2148506.250000 Penalty: 4819.022949
	Iteration 56Q: 3 clusters Score -2148506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2148518.500000 Penalty: 4819.022949
	Iteration 57Q: 3 clusters Score -2148518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2148518.000000 Penalty: 4819.022949
	Iteration 58Q: 3 clusters Score -2148518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2148524.750000 Penalty: 4819.022949
	Iteration 59Q: 3 clusters Score -2148525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2148526.250000 Penalty: 4819.022949
	Iteration 60F: 3 clusters Score -2148526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2148528.750000 Penalty: 4819.022949
	Iteration 61Q: 3 clusters Score -2148529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2148533.000000 Penalty: 4819.022949
	Iteration 62Q: 3 clusters Score -2148533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2148538.500000 Penalty: 4819.022949
	Iteration 63Q: 3 clusters Score -2148538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2148544.750000 Penalty: 4819.022949
	Iteration 64Q: 3 clusters Score -2148545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2148549.500000 Penalty: 4819.022949
	Iteration 65Q: 3 clusters Score -2148550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2148551.000000 Penalty: 4819.022949
	Iteration 66Q: 3 clusters Score -2148551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2148559.750000 Penalty: 4819.022949
	Iteration 67Q: 3 clusters Score -2148560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2148562.000000 Penalty: 4819.022949
	Iteration 68Q: 3 clusters Score -2148562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2148564.250000 Penalty: 4819.022949
	Iteration 69Q: 3 clusters Score -2148564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2148567.250000 Penalty: 4819.022949
	Iteration 70Q: 3 clusters Score -2148567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2148571.000000 Penalty: 4819.022949
	Iteration 71Q: 3 clusters Score -2148571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2148578.750000 Penalty: 4819.022949
	Iteration 72Q: 3 clusters Score -2148579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2148579.250000 Penalty: 4819.022949
	Iteration 73Q: 3 clusters Score -2148579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2148587.500000 Penalty: 4819.022949
	Iteration 74Q: 3 clusters Score -2148588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2148586.250000 Penalty: 4819.022949
	Iteration 75Q: 3 clusters Score -2148586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2148591.250000 Penalty: 4819.022949
	Iteration 76Q: 3 clusters Score -2148591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2148594 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2148596 nChanged 23
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Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2148593 nChanged 21
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Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2148594 nChanged 29
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Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2148597 nChanged 25
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2148592 nChanged 28
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Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2148601 nChanged 23
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Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2148616 nChanged 28
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Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11352 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2148639 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2148652 nChanged 31
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Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2148655 nChanged 26
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Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2148662 nChanged 30
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Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2148671 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2148674 nChanged 29
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Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2148692 nChanged 28
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Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2148706 nChanged 31
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Mstep: Class 1 contains 11857 members 
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Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11952 members 
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Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2148728 nChanged 34
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Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2148736 nChanged 34
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Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4531 members 
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	Iteration 116Q: 3 clusters Score -2148738 nChanged 35
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Mstep: Class 1 contains 12079 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2148748 nChanged 28
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Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2148750 nChanged 24
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Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2148752 nChanged 24
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Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2148774 nChanged 40
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Mstep: Class 1 contains 12281 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2148778 nChanged 37
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Mstep: Class 1 contains 12318 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2148788 nChanged 38
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Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4221 members 
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	Iteration 126Q: 3 clusters Score -2148790 nChanged 42
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Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2148794 nChanged 45
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	Iteration 129Q: 3 clusters Score -2148809 nChanged 49
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Mstep: Class 1 contains 12571 members 
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	Iteration 131Q: 3 clusters Score -2148822 nChanged 46
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Mstep: Class 1 contains 12615 members 
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	Iteration 132Q: 3 clusters Score -2148832 nChanged 31
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Mstep: Class 1 contains 12646 members 
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Mstep: Class 1 contains 12715 members 
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Mstep: Class 1 contains 12738 members 
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	Iteration 136Q: 3 clusters Score -2148847 nChanged 22
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Mstep: Class 1 contains 12760 members 
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	Iteration 137Q: 3 clusters Score -2148848 nChanged 26
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Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3791 members 
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Mstep: Class 1 contains 12815 members 
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	Iteration 139Q: 3 clusters Score -2148863 nChanged 37
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Mstep: Class 1 contains 12852 members 
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	Iteration 140F: 3 clusters Score -2148872 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3675 members 
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	Iteration 141Q: 3 clusters Score -2148884 nChanged 57
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Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3618 members 
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	Iteration 142Q: 3 clusters Score -2148897 nChanged 68
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Mstep: Class 1 contains 13027 members 
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	Iteration 143Q: 3 clusters Score -2148914 nChanged 61
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	Iteration 145Q: 3 clusters Score -2148946 nChanged 57
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	Iteration 149Q: 3 clusters Score -2148990 nChanged 54
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	Iteration 150Q: 3 clusters Score -2149004 nChanged 51
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	Iteration 151Q: 3 clusters Score -2149010 nChanged 47
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	Iteration 152Q: 3 clusters Score -2149022 nChanged 54
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	Iteration 154Q: 3 clusters Score -2149055 nChanged 63
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	Iteration 158Q: 3 clusters Score -2149130 nChanged 68
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	Iteration 159Q: 3 clusters Score -2149148 nChanged 56
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	Iteration 160F: 3 clusters Score -2149158 nChanged 46
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	Iteration 161Q: 3 clusters Score -2149172 nChanged 46
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	Iteration 162Q: 3 clusters Score -2149188 nChanged 38
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	Iteration 163Q: 3 clusters Score -2149198 nChanged 39
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	Iteration 164Q: 3 clusters Score -2149212 nChanged 32
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Mstep: Class 1 contains 14196 members 
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	Iteration 165Q: 3 clusters Score -2149222 nChanged 31
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	Iteration 166Q: 3 clusters Score -2149223 nChanged 35
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	Iteration 167Q: 3 clusters Score -2149231 nChanged 27
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	Iteration 168Q: 3 clusters Score -2149238 nChanged 20
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	Iteration 169Q: 3 clusters Score -2149242 nChanged 19
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Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2149242.500000 Penalty: 4819.022949
	Iteration 170Q: 3 clusters Score -2149242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2149252.000000 Penalty: 4819.022949
	Iteration 171Q: 3 clusters Score -2149252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2149248.250000 Penalty: 4819.022949
	Iteration 172Q: 3 clusters Score -2149248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2149256.250000 Penalty: 4819.022949
	Iteration 173Q: 3 clusters Score -2149256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2149259.250000 Penalty: 4819.022949
	Iteration 174Q: 3 clusters Score -2149259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2149263.000000 Penalty: 4819.022949
	Iteration 175Q: 3 clusters Score -2149263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2149265.000000 Penalty: 4819.022949
	Iteration 176Q: 3 clusters Score -2149265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2149268.000000 Penalty: 4819.022949
	Iteration 177Q: 3 clusters Score -2149268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2149270.750000 Penalty: 4819.022949
	Iteration 178Q: 3 clusters Score -2149271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2149272.250000 Penalty: 4819.022949
	Iteration 179Q: 3 clusters Score -2149272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2149279.000000 Penalty: 4819.022949
	Iteration 180F: 3 clusters Score -2149279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2149284.500000 Penalty: 4819.022949
	Iteration 181Q: 3 clusters Score -2149284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2149293.250000 Penalty: 4819.022949
	Iteration 182Q: 3 clusters Score -2149293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2149301.500000 Penalty: 4819.022949
	Iteration 183Q: 3 clusters Score -2149302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2149310.750000 Penalty: 4819.022949
	Iteration 184Q: 3 clusters Score -2149311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2149314.750000 Penalty: 4819.022949
	Iteration 185Q: 3 clusters Score -2149315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2149328.250000 Penalty: 4819.022949
	Iteration 186Q: 3 clusters Score -2149328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2149332.750000 Penalty: 4819.022949
	Iteration 187Q: 3 clusters Score -2149333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2149341.750000 Penalty: 4819.022949
	Iteration 188Q: 3 clusters Score -2149342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2149341.000000 Penalty: 4819.022949
	Iteration 189Q: 3 clusters Score -2149341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2149346.500000 Penalty: 4819.022949
	Iteration 190Q: 3 clusters Score -2149346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2149353.250000 Penalty: 4819.022949
	Iteration 191Q: 3 clusters Score -2149353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2149352.500000 Penalty: 4819.022949
	Iteration 192Q: 3 clusters Score -2149352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2149355.250000 Penalty: 4819.022949
	Iteration 193Q: 3 clusters Score -2149355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2149359.500000 Penalty: 4819.022949
	Iteration 194Q: 3 clusters Score -2149360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2149361.000000 Penalty: 4819.022949
	Iteration 195Q: 3 clusters Score -2149361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2149358.500000 Penalty: 4819.022949
	Iteration 196Q: 3 clusters Score -2149358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2149357.000000 Penalty: 4819.022949
	Iteration 197Q: 3 clusters Score -2149357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2149359.250000 Penalty: 4819.022949
	Iteration 198Q: 3 clusters Score -2149359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2149362.000000 Penalty: 4819.022949
	Iteration 199Q: 3 clusters Score -2149362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2149363.250000 Penalty: 4819.022949
	Iteration 200F: 3 clusters Score -2149363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2149364.500000 Penalty: 4819.022949
	Iteration 201Q: 3 clusters Score -2149364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2149365.500000 Penalty: 4819.022949
	Iteration 202Q: 3 clusters Score -2149366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2149364.250000 Penalty: 4819.022949
	Iteration 203Q: 3 clusters Score -2149364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2149367.000000 Penalty: 4819.022949
	Iteration 204Q: 3 clusters Score -2149367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2149364.000000 Penalty: 4819.022949
	Iteration 205Q: 3 clusters Score -2149364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2149364.000000 Penalty: 4819.022949
	Iteration 206F: 3 clusters Score -2149364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34180.515625 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34180.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32930.324219 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32930.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33044.875000 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33044.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33073.609375 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -33073.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33089.906250 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33089.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33092.636719 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33092.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33092.636719 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -33092.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -643591.500000 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -643591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -638941.437500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -638941.4 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -640111.062500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -640111.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -640440.187500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -640440.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -640769.687500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -640769.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -641069.500000 Penalty: 4250.236816
	Iteration 4F: 3 clusters Score -641069.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -641363.625000 Penalty: 4250.236816
	Iteration 5F: 3 clusters Score -641363.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -641621.062500 Penalty: 4250.236816
	Iteration 6F: 3 clusters Score -641621.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -641810.750000 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -641810.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -641970.312500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -641970.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -642095.812500 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -642095.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -642162.687500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -642162.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -642195.750000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -642195.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -642217.187500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -642217.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -642232.750000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -642232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -642255.687500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -642255.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -642283.687500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -642283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -642302.250000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -642302.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -642314.062500 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -642314.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -642317.812500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -642317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -642320.750000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -642320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -642321.812500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -642321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -642325.625000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -642325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -642328.000000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -642328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -642327.687500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -642327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -642330.875000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -642330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -642333.250000 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -642333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -642334.500000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -642334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -642336.125000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -642336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -642338.312500 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -642338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -642337.312500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -642337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -642337.312500 Penalty: 4250.236816
	Iteration 30F: 3 clusters Score -642337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Entering Unmasked Estep 
Score: -5012679.500000 Penalty: 2619.399414
	Iteration 0F: 2 clusters Score -5012680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4986522.500000 Penalty: 5238.798828
	Iteration 0F: 3 clusters Score -4986522 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4996129.500000 Penalty: 5238.798828
	Iteration 1F: 3 clusters Score -4996130 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4996613.000000 Penalty: 5238.798828
	Iteration 2Q: 3 clusters Score -4996613 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4997062.500000 Penalty: 5238.798828
	Iteration 3Q: 3 clusters Score -4997062 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4997454.000000 Penalty: 5238.798828
	Iteration 4Q: 3 clusters Score -4997454 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4997856.500000 Penalty: 5238.798828
	Iteration 5Q: 3 clusters Score -4997856 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4998290.000000 Penalty: 5238.798828
	Iteration 6Q: 3 clusters Score -4998290 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4998753.500000 Penalty: 5238.798828
	Iteration 7Q: 3 clusters Score -4998754 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4999162.500000 Penalty: 5238.798828
	Iteration 8Q: 3 clusters Score -4999162 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4999661.500000 Penalty: 5238.798828
	Iteration 9Q: 3 clusters Score -4999662 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -5000279.500000 Penalty: 5238.798828
	Iteration 10Q: 3 clusters Score -5000280 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5001115.500000 Penalty: 5238.798828
	Iteration 11Q: 3 clusters Score -5001116 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5002211.500000 Penalty: 5238.798828
	Iteration 12Q: 3 clusters Score -5002212 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -5003558.000000 Penalty: 5238.798828
	Iteration 13F: 3 clusters Score -5003558 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5005038.000000 Penalty: 5238.798828
	Iteration 14F: 3 clusters Score -5005038 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5006559.500000 Penalty: 5238.798828
	Iteration 15Q: 3 clusters Score -5006560 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5007768.000000 Penalty: 5238.798828
	Iteration 16Q: 3 clusters Score -5007768 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5008574.500000 Penalty: 5238.798828
	Iteration 17Q: 3 clusters Score -5008574 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5009107.500000 Penalty: 5238.798828
	Iteration 18Q: 3 clusters Score -5009108 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5009506.000000 Penalty: 5238.798828
	Iteration 19Q: 3 clusters Score -5009506 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5009727.000000 Penalty: 5238.798828
	Iteration 20F: 3 clusters Score -5009727 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5009906.000000 Penalty: 5238.798828
	Iteration 21Q: 3 clusters Score -5009906 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5010041.000000 Penalty: 5238.798828
	Iteration 22Q: 3 clusters Score -5010041 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5010102.000000 Penalty: 5238.798828
	Iteration 23Q: 3 clusters Score -5010102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5010168.000000 Penalty: 5238.798828
	Iteration 24Q: 3 clusters Score -5010168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5010199.500000 Penalty: 5238.798828
	Iteration 25Q: 3 clusters Score -5010200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5010222.500000 Penalty: 5238.798828
	Iteration 26Q: 3 clusters Score -5010222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5010238.500000 Penalty: 5238.798828
	Iteration 27Q: 3 clusters Score -5010238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5010249.500000 Penalty: 5238.798828
	Iteration 28Q: 3 clusters Score -5010250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5010272.500000 Penalty: 5238.798828
	Iteration 29Q: 3 clusters Score -5010272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5010275.500000 Penalty: 5238.798828
	Iteration 30Q: 3 clusters Score -5010276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5010297.500000 Penalty: 5238.798828
	Iteration 31Q: 3 clusters Score -5010298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5010300.000000 Penalty: 5238.798828
	Iteration 32Q: 3 clusters Score -5010300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5010302.000000 Penalty: 5238.798828
	Iteration 33Q: 3 clusters Score -5010302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5010329.500000 Penalty: 5238.798828
	Iteration 34Q: 3 clusters Score -5010330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5010347.000000 Penalty: 5238.798828
	Iteration 35Q: 3 clusters Score -5010347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5010368.000000 Penalty: 5238.798828
	Iteration 36Q: 3 clusters Score -5010368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5010366.000000 Penalty: 5238.798828
	Iteration 37Q: 3 clusters Score -5010366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5010384.000000 Penalty: 5238.798828
	Iteration 38Q: 3 clusters Score -5010384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5010393.000000 Penalty: 5238.798828
	Iteration 39Q: 3 clusters Score -5010393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5010396.500000 Penalty: 5238.798828
	Iteration 40F: 3 clusters Score -5010396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5010398.500000 Penalty: 5238.798828
	Iteration 41Q: 3 clusters Score -5010398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5010399.500000 Penalty: 5238.798828
	Iteration 42Q: 3 clusters Score -5010400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5010407.000000 Penalty: 5238.798828
	Iteration 43Q: 3 clusters Score -5010407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5010406.500000 Penalty: 5238.798828
	Iteration 44Q: 3 clusters Score -5010406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5010413.500000 Penalty: 5238.798828
	Iteration 45Q: 3 clusters Score -5010414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5010411.500000 Penalty: 5238.798828
	Iteration 46Q: 3 clusters Score -5010412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5010415.000000 Penalty: 5238.798828
	Iteration 47Q: 3 clusters Score -5010415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5010423.500000 Penalty: 5238.798828
	Iteration 48Q: 3 clusters Score -5010424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5010427.000000 Penalty: 5238.798828
	Iteration 49Q: 3 clusters Score -5010427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5010428.000000 Penalty: 5238.798828
	Iteration 50Q: 3 clusters Score -5010428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5010430.000000 Penalty: 5238.798828
	Iteration 51Q: 3 clusters Score -5010430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5010425.500000 Penalty: 5238.798828
	Iteration 52Q: 3 clusters Score -5010426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5010430.000000 Penalty: 5238.798828
	Iteration 53Q: 3 clusters Score -5010430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5010428.000000 Penalty: 5238.798828
	Iteration 54Q: 3 clusters Score -5010428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5010440.000000 Penalty: 5238.798828
	Iteration 55Q: 3 clusters Score -5010440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5010442.500000 Penalty: 5238.798828
	Iteration 56Q: 3 clusters Score -5010442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5010443.000000 Penalty: 5238.798828
	Iteration 57Q: 3 clusters Score -5010443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5010444.500000 Penalty: 5238.798828
	Iteration 58Q: 3 clusters Score -5010444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5010445.000000 Penalty: 5238.798828
	Iteration 59Q: 3 clusters Score -5010445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5010442.500000 Penalty: 5238.798828
	Iteration 60F: 3 clusters Score -5010442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5010438.000000 Penalty: 5238.798828
	Iteration 61Q: 3 clusters Score -5010438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5010439.500000 Penalty: 5238.798828
	Iteration 62Q: 3 clusters Score -5010440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5010439.000000 Penalty: 5238.798828
	Iteration 63Q: 3 clusters Score -5010439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5010437.000000 Penalty: 5238.798828
	Iteration 64Q: 3 clusters Score -5010437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5010439.000000 Penalty: 5238.798828
	Iteration 65Q: 3 clusters Score -5010439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5010442.500000 Penalty: 5238.798828
	Iteration 66Q: 3 clusters Score -5010442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5010447.000000 Penalty: 5238.798828
	Iteration 67Q: 3 clusters Score -5010447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5010450.500000 Penalty: 5238.798828
	Iteration 68Q: 3 clusters Score -5010450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5010449.000000 Penalty: 5238.798828
	Iteration 69Q: 3 clusters Score -5010449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5010456.500000 Penalty: 5238.798828
	Iteration 70Q: 3 clusters Score -5010456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5010457.500000 Penalty: 5238.798828
	Iteration 71Q: 3 clusters Score -5010458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5010465.500000 Penalty: 5238.798828
	Iteration 72Q: 3 clusters Score -5010466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5010469.500000 Penalty: 5238.798828
	Iteration 73Q: 3 clusters Score -5010470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5010470.500000 Penalty: 5238.798828
	Iteration 74Q: 3 clusters Score -5010470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5010470.500000 Penalty: 5238.798828
	Iteration 75F: 3 clusters Score -5010470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -254094.828125 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -254094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251481.890625 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -251481.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251977.718750 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -251977.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252119.171875 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -252119.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -252183.140625 Penalty: 3777.920898
	Iteration 3Q: 3 clusters Score -252183.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -252227.125000 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -252227.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252251.312500 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -252251.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -252270.750000 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -252270.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -252299.203125 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -252299.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -252319.671875 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -252319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -252339.453125 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -252339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -252353.609375 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -252353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -252371.937500 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -252371.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -252390.500000 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -252390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -252407.593750 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -252407.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -252428.468750 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -252428.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -252447.421875 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -252447.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -252459.390625 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -252459.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -252467.578125 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -252467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -252472.281250 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -252472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -252476.906250 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -252476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -252480.843750 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -252480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -252483.312500 Penalty: 3777.920898
	Iteration 21Q: 3 clusters Score -252483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -252484.687500 Penalty: 3777.920898
	Iteration 22Q: 3 clusters Score -252484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -252484.687500 Penalty: 3777.920898
	Iteration 23F: 3 clusters Score -252484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -218229.515625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -218229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215745.656250 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -215745.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216128.140625 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -216128.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216262.578125 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -216262.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -216366.484375 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -216366.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -216428.750000 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -216428.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -216459.734375 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -216459.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216474.093750 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -216474.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216489.296875 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -216489.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216498.656250 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -216498.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216508.234375 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -216508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -216515.390625 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -216515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -216519.062500 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -216519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -216521.718750 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -216521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -216524.265625 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -216524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216525.093750 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -216525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216525.203125 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -216525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216525.203125 Penalty: 3703.815918
	Iteration 16F: 3 clusters Score -216525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -125506.468750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -125506.5 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 503 members 
Entering Unmasked Estep 
Score: -123549.531250 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -123549.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123864.937500 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -123864.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123963.390625 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -123963.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124012.281250 Penalty: 3438.977783
	Iteration 3Q: 3 clusters Score -124012.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124045.625000 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -124045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124066.921875 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -124066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124097.234375 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -124097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124114.515625 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -124114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124124.171875 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -124124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124128.843750 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -124128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124137.546875 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -124137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124145.453125 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -124145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124154.648438 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -124154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -124160.992188 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -124161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124168.156250 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -124168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124174.296875 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -124174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124177.445312 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -124177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124180.601562 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -124180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124180.601562 Penalty: 3438.977783
	Iteration 18F: 3 clusters Score -124180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (161909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Entering Unmasked Estep 
Score: -20789742.000000 Penalty: 2974.708008
	Iteration 0F: 2 clusters Score -2.078974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -20686274.000000 Penalty: 5949.416016
	Iteration 0F: 3 clusters Score -2.068627e+07 nChanged 77580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -20731280.000000 Penalty: 5949.416016
	Iteration 1F: 3 clusters Score -2.073128e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -20733192.000000 Penalty: 5949.416016
	Iteration 2Q: 3 clusters Score -2.073319e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -20736488.000000 Penalty: 5949.416016
	Iteration 3Q: 3 clusters Score -2.073649e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110170 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -20742888.000000 Penalty: 5949.416016
	Iteration 4F: 3 clusters Score -2.074289e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -20754404.000000 Penalty: 5949.416016
	Iteration 5F: 3 clusters Score -2.07544e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -20768762.000000 Penalty: 5949.416016
	Iteration 6F: 3 clusters Score -2.076876e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152322 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -20779942.000000 Penalty: 5949.416016
	Iteration 7F: 3 clusters Score -2.077994e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20784728.000000 Penalty: 5949.416016
	Iteration 8Q: 3 clusters Score -2.078473e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20786172.000000 Penalty: 5949.416016
	Iteration 9Q: 3 clusters Score -2.078617e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20786742.000000 Penalty: 5949.416016
	Iteration 10Q: 3 clusters Score -2.078674e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20786932.000000 Penalty: 5949.416016
	Iteration 11Q: 3 clusters Score -2.078693e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20787000.000000 Penalty: 5949.416016
	Iteration 12Q: 3 clusters Score -2.0787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161595 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20787080.000000 Penalty: 5949.416016
	Iteration 13Q: 3 clusters Score -2.078708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20787094.000000 Penalty: 5949.416016
	Iteration 14Q: 3 clusters Score -2.078709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20787124.000000 Penalty: 5949.416016
	Iteration 15Q: 3 clusters Score -2.078712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20787146.000000 Penalty: 5949.416016
	Iteration 16Q: 3 clusters Score -2.078715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20787164.000000 Penalty: 5949.416016
	Iteration 17Q: 3 clusters Score -2.078716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20787166.000000 Penalty: 5949.416016
	Iteration 18Q: 3 clusters Score -2.078717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20787176.000000 Penalty: 5949.416016
	Iteration 19Q: 3 clusters Score -2.078718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20787188.000000 Penalty: 5949.416016
	Iteration 20F: 3 clusters Score -2.078719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20787192.000000 Penalty: 5949.416016
	Iteration 21Q: 3 clusters Score -2.078719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20787192.000000 Penalty: 5949.416016
	Iteration 22Q: 3 clusters Score -2.078719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20787184.000000 Penalty: 5949.416016
	Iteration 23Q: 3 clusters Score -2.078718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20787178.000000 Penalty: 5949.416016
	Iteration 24Q: 3 clusters Score -2.078718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20787188.000000 Penalty: 5949.416016
	Iteration 25Q: 3 clusters Score -2.078719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20787188.000000 Penalty: 5949.416016
	Iteration 26F: 3 clusters Score -2.078719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -26965.718750 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -26965.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25783.929688 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -25783.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25921.658203 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -25921.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25964.800781 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -25964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25990.246094 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -25990.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26003.337891 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -26003.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26003.337891 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -26003.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128482 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 16588 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277147 members 
Mstep: Class 10 contains 98247 members 
Mstep: Class 11 contains 50050 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 21078 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38642 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161909 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102544.000000 Penalty: 88576.625000
Iteration 479Q: 27 clusters Score -1.161025e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128479 members 
Mstep: Class 3 contains 11094 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16587 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277151 members 
Mstep: Class 10 contains 98268 members 
Mstep: Class 11 contains 50048 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 21096 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161883 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102568.000000 Penalty: 88576.625000
Iteration 480F: 27 clusters Score -1.161026e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128478 members 
Mstep: Class 3 contains 11089 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48216 members 
Mstep: Class 7 contains 16587 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277150 members 
Mstep: Class 10 contains 98287 members 
Mstep: Class 11 contains 50047 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 21111 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161861 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102496.000000 Penalty: 88576.625000
Iteration 481Q: 27 clusters Score -1.161025e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 128480 members 
Mstep: Class 3 contains 11091 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 16584 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277150 members 
Mstep: Class 10 contains 98316 members 
Mstep: Class 11 contains 50042 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 21124 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161829 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102608.000000 Penalty: 88576.625000
Iteration 482Q: 27 clusters Score -1.161026e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 128477 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277154 members 
Mstep: Class 10 contains 98349 members 
Mstep: Class 11 contains 50038 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 21146 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38643 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161795 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102616.000000 Penalty: 88576.625000
Iteration 483Q: 27 clusters Score -1.161026e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 128480 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277151 members 
Mstep: Class 10 contains 98389 members 
Mstep: Class 11 contains 50038 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 22370 members 
Mstep: Class 17 contains 21161 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38642 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161749 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102616.000000 Penalty: 88576.625000
Iteration 484Q: 27 clusters Score -1.161026e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128483 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48214 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 277150 members 
Mstep: Class 10 contains 98422 members 
Mstep: Class 11 contains 50036 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 21177 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38643 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161711 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102608.000000 Penalty: 88576.625000
Iteration 485Q: 27 clusters Score -1.161026e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 128481 members 
Mstep: Class 3 contains 11091 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48217 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277153 members 
Mstep: Class 10 contains 98455 members 
Mstep: Class 11 contains 50034 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21191 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161680 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102696.000000 Penalty: 88576.625000
Iteration 486Q: 27 clusters Score -1.161027e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48218 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 98479 members 
Mstep: Class 11 contains 50030 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21204 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161651 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102664.000000 Penalty: 88576.625000
Iteration 487Q: 27 clusters Score -1.161027e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 11089 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48219 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277162 members 
Mstep: Class 10 contains 98501 members 
Mstep: Class 11 contains 50029 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21213 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38644 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161627 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102672.000000 Penalty: 88576.625000
Iteration 488Q: 27 clusters Score -1.161027e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128484 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48220 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277159 members 
Mstep: Class 10 contains 98529 members 
Mstep: Class 11 contains 50026 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21224 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38643 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161600 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102688.000000 Penalty: 88576.625000
Iteration 489Q: 27 clusters Score -1.161027e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48224 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277159 members 
Mstep: Class 10 contains 98547 members 
Mstep: Class 11 contains 50025 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 21233 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38641 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161575 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102664.000000 Penalty: 88576.625000
Iteration 490Q: 27 clusters Score -1.161027e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 128489 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48228 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277159 members 
Mstep: Class 10 contains 98571 members 
Mstep: Class 11 contains 50025 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 21241 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38640 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161546 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102632.000000 Penalty: 88576.625000
Iteration 491Q: 27 clusters Score -1.161026e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 128490 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48230 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 98593 members 
Mstep: Class 11 contains 50025 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 21256 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161524 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102640.000000 Penalty: 88576.625000
Iteration 492Q: 27 clusters Score -1.161026e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 128489 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48232 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 98602 members 
Mstep: Class 11 contains 50024 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 21263 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161513 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102624.000000 Penalty: 88576.625000
Iteration 493Q: 27 clusters Score -1.161026e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48233 members 
Mstep: Class 7 contains 16580 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 98618 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 21275 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161504 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102640.000000 Penalty: 88576.625000
Iteration 494Q: 27 clusters Score -1.161026e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 128483 members 
Mstep: Class 3 contains 11090 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48232 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277158 members 
Mstep: Class 10 contains 98635 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3885 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161495 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102656.000000 Penalty: 88576.625000
Iteration 495Q: 27 clusters Score -1.161027e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 128482 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48233 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277153 members 
Mstep: Class 10 contains 98656 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 21293 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161487 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102584.000000 Penalty: 88576.625000
Iteration 496Q: 27 clusters Score -1.161026e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 128486 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48232 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277150 members 
Mstep: Class 10 contains 98682 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 21298 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38636 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161463 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102552.000000 Penalty: 88576.625000
Iteration 497Q: 27 clusters Score -1.161026e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 128486 members 
Mstep: Class 3 contains 11086 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48233 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277153 members 
Mstep: Class 10 contains 98702 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161447 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102520.000000 Penalty: 88576.625000
Iteration 498Q: 27 clusters Score -1.161025e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 128484 members 
Mstep: Class 3 contains 11084 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48232 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 277156 members 
Mstep: Class 10 contains 98717 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21312 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38637 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161432 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102536.000000 Penalty: 88576.625000
Iteration 499Q: 27 clusters Score -1.161025e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 128484 members 
Mstep: Class 3 contains 11082 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 48231 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 277157 members 
Mstep: Class 10 contains 98740 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 21323 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 5266 members 
Mstep: Class 21 contains 38637 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 161412 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102496.000000 Penalty: 88576.625000
Iteration 500F: 27 clusters Score -1.161025e+08 nChanged 60
Maximum iterations exceeded
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -349201568.000000 Penalty: 95660.476562
22->27 Clusters: Score -349201568.000000, best is -350344192.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 42204 members 
Mstep: Class 3 contains 41838 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 5 contains 41822 members 
Mstep: Class 6 contains 41919 members 
Mstep: Class 7 contains 42303 members 
Mstep: Class 8 contains 41965 members 
Mstep: Class 9 contains 41991 members 
Mstep: Class 10 contains 42345 members 
Mstep: Class 11 contains 41976 members 
Mstep: Class 12 contains 42431 members 
Mstep: Class 13 contains 42079 members 
Mstep: Class 14 contains 41771 members 
Mstep: Class 15 contains 41769 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 41947 members 
Mstep: Class 18 contains 41808 members 
Mstep: Class 19 contains 42070 members 
Mstep: Class 20 contains 42193 members 
Mstep: Class 21 contains 41773 members 
Mstep: Class 22 contains 41731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 753.326721 but Gain 3406.789062
Score: -112607856.000000 Penalty: 71542.664062
Iteration 0F: 22 clusters Score -1.126079e+08 nChanged 878358
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 3 contains 37215 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 28399 members 
Mstep: Class 6 contains 84916 members 
Mstep: Class 7 contains 55836 members 
Mstep: Class 8 contains 52703 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 59300 members 
Mstep: Class 12 contains 61234 members 
Mstep: Class 13 contains 45379 members 
Mstep: Class 14 contains 29003 members 
Mstep: Class 15 contains 28368 members 
Mstep: Class 16 contains 98464 members 
Mstep: Class 17 contains 28253 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 28078 members 
Mstep: Class 20 contains 56006 members 
Mstep: Class 21 contains 83046 members 
Mstep: Class 22 contains 23505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114466064.000000 Penalty: 71542.664062
Iteration 1F: 22 clusters Score -1.144661e+08 nChanged 309188
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 3 contains 26742 members 
Mstep: Class 4 contains 14438 members 
Mstep: Class 5 contains 16148 members 
Mstep: Class 6 contains 83306 members 
Mstep: Class 7 contains 70834 members 
Mstep: Class 8 contains 72956 members 
Mstep: Class 9 contains 9907 members 
Mstep: Class 10 contains 15120 members 
Mstep: Class 11 contains 51520 members 
Mstep: Class 12 contains 70333 members 
Mstep: Class 13 contains 63052 members 
Mstep: Class 14 contains 23315 members 
Mstep: Class 15 contains 22154 members 
Mstep: Class 16 contains 105294 members 
Mstep: Class 17 contains 29460 members 
Mstep: Class 18 contains 22239 members 
Mstep: Class 19 contains 21154 members 
Mstep: Class 20 contains 73194 members 
Mstep: Class 21 contains 70806 members 
Mstep: Class 22 contains 19192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114917776.000000 Penalty: 71542.664062
Iteration 2F: 22 clusters Score -1.149178e+08 nChanged 230620
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 3 contains 17735 members 
Mstep: Class 4 contains 17366 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 77581 members 
Mstep: Class 7 contains 80001 members 
Mstep: Class 8 contains 88409 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 10956 members 
Mstep: Class 11 contains 44473 members 
Mstep: Class 12 contains 75679 members 
Mstep: Class 13 contains 74318 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 21148 members 
Mstep: Class 16 contains 120658 members 
Mstep: Class 17 contains 28602 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 14115 members 
Mstep: Class 20 contains 82924 members 
Mstep: Class 21 contains 52833 members 
Mstep: Class 22 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115200584.000000 Penalty: 71542.664062
Iteration 3F: 22 clusters Score -1.152006e+08 nChanged 186131
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 3 contains 12746 members 
Mstep: Class 4 contains 20446 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 77465 members 
Mstep: Class 7 contains 82114 members 
Mstep: Class 8 contains 98958 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 36910 members 
Mstep: Class 12 contains 76058 members 
Mstep: Class 13 contains 78459 members 
Mstep: Class 14 contains 22205 members 
Mstep: Class 15 contains 23698 members 
Mstep: Class 16 contains 136728 members 
Mstep: Class 17 contains 26390 members 
Mstep: Class 18 contains 16059 members 
Mstep: Class 19 contains 7739 members 
Mstep: Class 20 contains 84905 members 
Mstep: Class 21 contains 42411 members 
Mstep: Class 22 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115389000.000000 Penalty: 71542.664062
Iteration 4F: 22 clusters Score -1.15389e+08 nChanged 155486
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 3 contains 9963 members 
Mstep: Class 4 contains 20436 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 86502 members 
Mstep: Class 7 contains 78321 members 
Mstep: Class 8 contains 108765 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 30500 members 
Mstep: Class 12 contains 71937 members 
Mstep: Class 13 contains 79079 members 
Mstep: Class 14 contains 22868 members 
Mstep: Class 15 contains 24423 members 
Mstep: Class 16 contains 150777 members 
Mstep: Class 17 contains 23871 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 81503 members 
Mstep: Class 21 contains 36974 members 
Mstep: Class 22 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2423.092529 but Gain 3406.796875
Score: -115543784.000000 Penalty: 68135.867188
Iteration 5F: 21 clusters Score -1.155438e+08 nChanged 139235
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 18393 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 101738 members 
Mstep: Class 7 contains 69916 members 
Mstep: Class 8 contains 121145 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 11 contains 24987 members 
Mstep: Class 12 contains 64716 members 
Mstep: Class 13 contains 80132 members 
Mstep: Class 14 contains 21217 members 
Mstep: Class 15 contains 23964 members 
Mstep: Class 16 contains 162880 members 
Mstep: Class 17 contains 21281 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 74326 members 
Mstep: Class 21 contains 34622 members 
Mstep: Class 22 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1818.911377 but Gain 3406.792969
Score: -115665848.000000 Penalty: 64729.074219
Iteration 6F: 20 clusters Score -1.156658e+08 nChanged 127263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 3 contains 6261 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 119106 members 
Mstep: Class 7 contains 58411 members 
Mstep: Class 8 contains 138028 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 11 contains 20531 members 
Mstep: Class 12 contains 54262 members 
Mstep: Class 13 contains 82471 members 
Mstep: Class 14 contains 17501 members 
Mstep: Class 15 contains 23482 members 
Mstep: Class 16 contains 170946 members 
Mstep: Class 17 contains 17833 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 2249 members 
Mstep: Class 20 contains 65194 members 
Mstep: Class 21 contains 35231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115761184.000000 Penalty: 64729.074219
Iteration 7F: 20 clusters Score -1.157612e+08 nChanged 114349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 3 contains 4528 members 
Mstep: Class 4 contains 13533 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 136960 members 
Mstep: Class 7 contains 46857 members 
Mstep: Class 8 contains 159873 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 41416 members 
Mstep: Class 13 contains 85515 members 
Mstep: Class 14 contains 12872 members 
Mstep: Class 15 contains 23100 members 
Mstep: Class 16 contains 173600 members 
Mstep: Class 17 contains 13070 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 56320 members 
Mstep: Class 21 contains 36496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2918.466309 but Gain 3406.792969
Score: -115839528.000000 Penalty: 61322.281250
Iteration 8F: 19 clusters Score -1.158395e+08 nChanged 99822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 3 contains 3161 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 153372 members 
Mstep: Class 7 contains 37729 members 
Mstep: Class 8 contains 181193 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 11 contains 15368 members 
Mstep: Class 12 contains 29182 members 
Mstep: Class 13 contains 88082 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 22898 members 
Mstep: Class 16 contains 171819 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 50808 members 
Mstep: Class 21 contains 37864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2359.064697 but Gain 3406.792969
Score: -115895968.000000 Penalty: 57915.488281
Iteration 9F: 18 clusters Score -1.15896e+08 nChanged 79003
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 1259 members 
Mstep: Class 6 contains 167977 members 
Mstep: Class 7 contains 31673 members 
Mstep: Class 8 contains 194836 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 20140 members 
Mstep: Class 13 contains 89087 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 22879 members 
Mstep: Class 16 contains 168056 members 
Mstep: Class 17 contains 5982 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 47603 members 
Mstep: Class 21 contains 39370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115928592.000000 Penalty: 57915.488281
Iteration 10F: 18 clusters Score -1.159286e+08 nChanged 59636
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 179202 members 
Mstep: Class 7 contains 26891 members 
Mstep: Class 8 contains 202555 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 11 contains 12241 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 88847 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 23108 members 
Mstep: Class 16 contains 163364 members 
Mstep: Class 17 contains 5220 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 45705 members 
Mstep: Class 21 contains 40637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2957.251221 but Gain 3406.792969
Score: -115951888.000000 Penalty: 54508.695312
Iteration 11F: 17 clusters Score -1.159519e+08 nChanged 50295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 1255 members 
Mstep: Class 6 contains 189897 members 
Mstep: Class 7 contains 23567 members 
Mstep: Class 8 contains 207246 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 11 contains 11118 members 
Mstep: Class 12 contains 9755 members 
Mstep: Class 13 contains 88039 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 159749 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 44294 members 
Mstep: Class 21 contains 41844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115972336.000000 Penalty: 54508.695312
Iteration 12F: 17 clusters Score -1.159723e+08 nChanged 40221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 198005 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 210327 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 86325 members 
Mstep: Class 15 contains 24199 members 
Mstep: Class 16 contains 155585 members 
Mstep: Class 17 contains 5724 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 42822 members 
Mstep: Class 21 contains 42805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115985144.000000 Penalty: 54508.695312
Iteration 13Q: 17 clusters Score -1.159851e+08 nChanged 35314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 4 contains 8681 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 205460 members 
Mstep: Class 7 contains 18573 members 
Mstep: Class 8 contains 212173 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 11 contains 9885 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 84202 members 
Mstep: Class 15 contains 25024 members 
Mstep: Class 16 contains 152308 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 41369 members 
Mstep: Class 21 contains 43610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115996048.000000 Penalty: 54508.695312
Iteration 14Q: 17 clusters Score -1.15996e+08 nChanged 31892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 4 contains 8440 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 212394 members 
Mstep: Class 7 contains 16799 members 
Mstep: Class 8 contains 213201 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 81741 members 
Mstep: Class 15 contains 25947 members 
Mstep: Class 16 contains 149740 members 
Mstep: Class 17 contains 6907 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 39940 members 
Mstep: Class 21 contains 44143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3267.612793 but Gain 3406.792969
Score: -116004584.000000 Penalty: 51101.902344
Iteration 15Q: 16 clusters Score -1.160046e+08 nChanged 31859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 218888 members 
Mstep: Class 7 contains 15426 members 
Mstep: Class 8 contains 214864 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 11 contains 9766 members 
Mstep: Class 13 contains 79191 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 148066 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 38748 members 
Mstep: Class 21 contains 44632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016976.000000 Penalty: 51101.902344
Iteration 16Q: 16 clusters Score -1.16017e+08 nChanged 26324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 224754 members 
Mstep: Class 7 contains 14455 members 
Mstep: Class 8 contains 214664 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 13 contains 76475 members 
Mstep: Class 15 contains 27993 members 
Mstep: Class 16 contains 146280 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 37272 members 
Mstep: Class 21 contains 44880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024808.000000 Penalty: 51101.902344
Iteration 17Q: 16 clusters Score -1.160248e+08 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 230127 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 214544 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 13 contains 73760 members 
Mstep: Class 15 contains 29083 members 
Mstep: Class 16 contains 144193 members 
Mstep: Class 17 contains 8561 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 36105 members 
Mstep: Class 21 contains 44940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116030968.000000 Penalty: 51101.902344
Iteration 18Q: 16 clusters Score -1.16031e+08 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 235100 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 214483 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 13 contains 71047 members 
Mstep: Class 15 contains 30148 members 
Mstep: Class 16 contains 142049 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 35149 members 
Mstep: Class 21 contains 44821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116035256.000000 Penalty: 51101.902344
Iteration 19Q: 16 clusters Score -1.160353e+08 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 239655 members 
Mstep: Class 7 contains 13771 members 
Mstep: Class 8 contains 214569 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 13 contains 68543 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 139783 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 34329 members 
Mstep: Class 21 contains 44668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116039056.000000 Penalty: 51101.902344
Iteration 20F: 16 clusters Score -1.160391e+08 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 243890 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 214754 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 13 contains 66298 members 
Mstep: Class 15 contains 32222 members 
Mstep: Class 16 contains 137401 members 
Mstep: Class 17 contains 9057 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 33648 members 
Mstep: Class 21 contains 44420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116041296.000000 Penalty: 51101.902344
Iteration 21Q: 16 clusters Score -1.160413e+08 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 247802 members 
Mstep: Class 7 contains 13830 members 
Mstep: Class 8 contains 214950 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 13 contains 64300 members 
Mstep: Class 15 contains 33251 members 
Mstep: Class 16 contains 135117 members 
Mstep: Class 17 contains 9177 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 20 contains 33117 members 
Mstep: Class 21 contains 44148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116044136.000000 Penalty: 51101.902344
Iteration 22Q: 16 clusters Score -1.160441e+08 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 251518 members 
Mstep: Class 7 contains 13857 members 
Mstep: Class 8 contains 215226 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 13 contains 62476 members 
Mstep: Class 15 contains 34227 members 
Mstep: Class 16 contains 132878 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 32647 members 
Mstep: Class 21 contains 43877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045648.000000 Penalty: 51101.902344
Iteration 23Q: 16 clusters Score -1.160456e+08 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 4 contains 6388 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 254846 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 215457 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 13 contains 60862 members 
Mstep: Class 15 contains 35244 members 
Mstep: Class 16 contains 130788 members 
Mstep: Class 17 contains 9329 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 43549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046696.000000 Penalty: 51101.902344
Iteration 24Q: 16 clusters Score -1.160467e+08 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 4 contains 6124 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 257749 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 215659 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 11 contains 10203 members 
Mstep: Class 13 contains 59457 members 
Mstep: Class 15 contains 36232 members 
Mstep: Class 16 contains 128927 members 
Mstep: Class 17 contains 9441 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 32090 members 
Mstep: Class 21 contains 43190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047208.000000 Penalty: 51101.902344
Iteration 25Q: 16 clusters Score -1.160472e+08 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 260379 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 215846 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 11 contains 10265 members 
Mstep: Class 13 contains 58211 members 
Mstep: Class 15 contains 37111 members 
Mstep: Class 16 contains 127207 members 
Mstep: Class 17 contains 9504 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 31927 members 
Mstep: Class 21 contains 42789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047688.000000 Penalty: 51101.902344
Iteration 26Q: 16 clusters Score -1.160477e+08 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 262880 members 
Mstep: Class 7 contains 13890 members 
Mstep: Class 8 contains 216060 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 13 contains 57126 members 
Mstep: Class 15 contains 37951 members 
Mstep: Class 16 contains 125485 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 31780 members 
Mstep: Class 21 contains 42423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048024.000000 Penalty: 51101.902344
Iteration 27Q: 16 clusters Score -1.16048e+08 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 4 contains 5584 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 265071 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 216266 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 13 contains 56160 members 
Mstep: Class 15 contains 38777 members 
Mstep: Class 16 contains 123989 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 20 contains 31618 members 
Mstep: Class 21 contains 42030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047720.000000 Penalty: 51101.902344
Iteration 28Q: 16 clusters Score -1.160477e+08 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 1259 members 
Mstep: Class 6 contains 267001 members 
Mstep: Class 7 contains 13945 members 
Mstep: Class 8 contains 216472 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 11 contains 10350 members 
Mstep: Class 13 contains 55386 members 
Mstep: Class 15 contains 39535 members 
Mstep: Class 16 contains 122669 members 
Mstep: Class 17 contains 9697 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 31456 members 
Mstep: Class 21 contains 41687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046976.000000 Penalty: 51101.902344
Iteration 29Q: 16 clusters Score -1.16047e+08 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 268727 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 216703 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 10389 members 
Mstep: Class 13 contains 54680 members 
Mstep: Class 15 contains 40252 members 
Mstep: Class 16 contains 121540 members 
Mstep: Class 17 contains 9723 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 31358 members 
Mstep: Class 21 contains 41330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046952.000000 Penalty: 51101.902344
Iteration 30Q: 16 clusters Score -1.16047e+08 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 270125 members 
Mstep: Class 7 contains 13958 members 
Mstep: Class 8 contains 216945 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 13 contains 54015 members 
Mstep: Class 15 contains 40949 members 
Mstep: Class 16 contains 120620 members 
Mstep: Class 17 contains 9763 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 31270 members 
Mstep: Class 21 contains 41000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046608.000000 Penalty: 51101.902344
Iteration 31Q: 16 clusters Score -1.160466e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 271257 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 217144 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 13 contains 53486 members 
Mstep: Class 15 contains 41598 members 
Mstep: Class 16 contains 119906 members 
Mstep: Class 17 contains 9795 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 40656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046216.000000 Penalty: 51101.902344
Iteration 32Q: 16 clusters Score -1.160462e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 272120 members 
Mstep: Class 7 contains 14016 members 
Mstep: Class 8 contains 217383 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 13 contains 52966 members 
Mstep: Class 15 contains 42192 members 
Mstep: Class 16 contains 119301 members 
Mstep: Class 17 contains 9847 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 31150 members 
Mstep: Class 21 contains 40343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046112.000000 Penalty: 51101.902344
Iteration 33Q: 16 clusters Score -1.160461e+08 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 272733 members 
Mstep: Class 7 contains 14040 members 
Mstep: Class 8 contains 217592 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 15 contains 42763 members 
Mstep: Class 16 contains 118859 members 
Mstep: Class 17 contains 9885 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 31133 members 
Mstep: Class 21 contains 40054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045912.000000 Penalty: 51101.902344
Iteration 34Q: 16 clusters Score -1.160459e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 273152 members 
Mstep: Class 7 contains 14079 members 
Mstep: Class 8 contains 217776 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 11 contains 10559 members 
Mstep: Class 13 contains 52077 members 
Mstep: Class 15 contains 43277 members 
Mstep: Class 16 contains 118527 members 
Mstep: Class 17 contains 9926 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 31130 members 
Mstep: Class 21 contains 39814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045896.000000 Penalty: 51101.902344
Iteration 35Q: 16 clusters Score -1.160459e+08 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 273487 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 218010 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 10593 members 
Mstep: Class 13 contains 51709 members 
Mstep: Class 15 contains 43739 members 
Mstep: Class 16 contains 118198 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 31137 members 
Mstep: Class 21 contains 39609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045528.000000 Penalty: 51101.902344
Iteration 36Q: 16 clusters Score -1.160455e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 273727 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 218220 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 13 contains 51354 members 
Mstep: Class 15 contains 44168 members 
Mstep: Class 16 contains 117978 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 31129 members 
Mstep: Class 21 contains 39432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045048.000000 Penalty: 51101.902344
Iteration 37Q: 16 clusters Score -1.16045e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 273801 members 
Mstep: Class 7 contains 14167 members 
Mstep: Class 8 contains 218407 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 11 contains 10648 members 
Mstep: Class 13 contains 51064 members 
Mstep: Class 15 contains 44574 members 
Mstep: Class 16 contains 117840 members 
Mstep: Class 17 contains 10006 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 31132 members 
Mstep: Class 21 contains 39263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116044712.000000 Penalty: 51101.902344
Iteration 38Q: 16 clusters Score -1.160447e+08 nChanged 3083
Entering ConstructFrom: 
Score: -116044712.000000 Penalty: 51101.902344
Entering ConstructFrom: 
Trying to split cluster 1 (103940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Entering Unmasked Estep 
Score: -13383927.000000 Penalty: 2864.789062
	Iteration 0F: 2 clusters Score -1.338393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -13314056.000000 Penalty: 5729.578125
	Iteration 0F: 3 clusters Score -1.331406e+07 nChanged 49523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -13342520.000000 Penalty: 5729.578125
	Iteration 1F: 3 clusters Score -1.334252e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -13343341.000000 Penalty: 5729.578125
	Iteration 2Q: 3 clusters Score -1.334334e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13344466.000000 Penalty: 5729.578125
	Iteration 3Q: 3 clusters Score -1.334447e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -13346000.000000 Penalty: 5729.578125
	Iteration 4Q: 3 clusters Score -1.3346e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -13348976.000000 Penalty: 5729.578125
	Iteration 5F: 3 clusters Score -1.334898e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -13353803.000000 Penalty: 5729.578125
	Iteration 6F: 3 clusters Score -1.33538e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -13360943.000000 Penalty: 5729.578125
	Iteration 7F: 3 clusters Score -1.336094e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -13369578.000000 Penalty: 5729.578125
	Iteration 8F: 3 clusters Score -1.336958e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -13376112.000000 Penalty: 5729.578125
	Iteration 9F: 3 clusters Score -1.337611e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -13379472.000000 Penalty: 5729.578125
	Iteration 10Q: 3 clusters Score -1.337947e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13380738.000000 Penalty: 5729.578125
	Iteration 11Q: 3 clusters Score -1.338074e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13381215.000000 Penalty: 5729.578125
	Iteration 12Q: 3 clusters Score -1.338122e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13381399.000000 Penalty: 5729.578125
	Iteration 13Q: 3 clusters Score -1.33814e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13381506.000000 Penalty: 5729.578125
	Iteration 14Q: 3 clusters Score -1.338151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13381586.000000 Penalty: 5729.578125
	Iteration 15Q: 3 clusters Score -1.338159e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13381617.000000 Penalty: 5729.578125
	Iteration 16Q: 3 clusters Score -1.338162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13381653.000000 Penalty: 5729.578125
	Iteration 17Q: 3 clusters Score -1.338165e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13381697.000000 Penalty: 5729.578125
	Iteration 18Q: 3 clusters Score -1.33817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13381720.000000 Penalty: 5729.578125
	Iteration 19Q: 3 clusters Score -1.338172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13381739.000000 Penalty: 5729.578125
	Iteration 20F: 3 clusters Score -1.338174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13381752.000000 Penalty: 5729.578125
	Iteration 21Q: 3 clusters Score -1.338175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13381782.000000 Penalty: 5729.578125
	Iteration 22Q: 3 clusters Score -1.338178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13381792.000000 Penalty: 5729.578125
	Iteration 23Q: 3 clusters Score -1.338179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13381805.000000 Penalty: 5729.578125
	Iteration 24Q: 3 clusters Score -1.33818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13381802.000000 Penalty: 5729.578125
	Iteration 25Q: 3 clusters Score -1.33818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13381805.000000 Penalty: 5729.578125
	Iteration 26Q: 3 clusters Score -1.33818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13381804.000000 Penalty: 5729.578125
	Iteration 27Q: 3 clusters Score -1.33818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13381817.000000 Penalty: 5729.578125
	Iteration 28Q: 3 clusters Score -1.338182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13381815.000000 Penalty: 5729.578125
	Iteration 29Q: 3 clusters Score -1.338182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13381815.000000 Penalty: 5729.578125
	Iteration 30F: 3 clusters Score -1.338182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -555379.812500 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -555379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -551226.125000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -551226.1 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -552179.375000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -552179.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -552343.375000 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -552343.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -552433.437500 Penalty: 4160.106934
	Iteration 3Q: 3 clusters Score -552433.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -552503.437500 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -552503.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -552546.500000 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -552546.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -552576.062500 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -552576.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552594.250000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -552594.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -552609.000000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -552609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -552623.625000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -552623.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -552637.312500 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -552637.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -552648.812500 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -552648.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -552658.187500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -552658.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -552668.125000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -552668.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -552679.125000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -552679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -552689.375000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -552689.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -552698.687500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -552698.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -552707.500000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -552707.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -552713.062500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -552713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -552718.000000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -552718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -552723.000000 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -552723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -552725.187500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -552725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -552727.937500 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -552727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -552732.250000 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -552732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -552734.875000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -552734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -552737.500000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -552737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -552738.625000 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -552738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -552740.437500 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -552740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -552744.437500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -552744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -552745.500000 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -552745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -552748.187500 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -552748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -552751.125000 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -552751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -552754.687500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -552754.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -552758.125000 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -552758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -552763.687500 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -552763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -552764.875000 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -552764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -552767.000000 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -552767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -552769.187500 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -552769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -552773.375000 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -552773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -552774.875000 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -552774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -552774.687500 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -552774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -552777.250000 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -552777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -552778.000000 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -552778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -552778.625000 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -552778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -552778.687500 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -552778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552779.937500 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -552779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -552780.375000 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -552780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -552781.562500 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -552781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -552783.687500 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -552783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -552785.250000 Penalty: 4160.106934
	Iteration 49Q: 3 clusters Score -552785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -552786.375000 Penalty: 4160.106934
	Iteration 50Q: 3 clusters Score -552786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -552788.125000 Penalty: 4160.106934
	Iteration 51Q: 3 clusters Score -552788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -552791.812500 Penalty: 4160.106934
	Iteration 52Q: 3 clusters Score -552791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -552792.875000 Penalty: 4160.106934
	Iteration 53Q: 3 clusters Score -552792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -552792.937500 Penalty: 4160.106934
	Iteration 54Q: 3 clusters Score -552792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -552793.937500 Penalty: 4160.106934
	Iteration 55Q: 3 clusters Score -552793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -552796.000000 Penalty: 4160.106934
	Iteration 56Q: 3 clusters Score -552796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -552797.875000 Penalty: 4160.106934
	Iteration 57Q: 3 clusters Score -552797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -552798.125000 Penalty: 4160.106934
	Iteration 58Q: 3 clusters Score -552798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -552800.687500 Penalty: 4160.106934
	Iteration 59Q: 3 clusters Score -552800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -552801.312500 Penalty: 4160.106934
	Iteration 60F: 3 clusters Score -552801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -552802.875000 Penalty: 4160.106934
	Iteration 61Q: 3 clusters Score -552802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -552806.187500 Penalty: 4160.106934
	Iteration 62Q: 3 clusters Score -552806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -552808.062500 Penalty: 4160.106934
	Iteration 63Q: 3 clusters Score -552808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -552810.687500 Penalty: 4160.106934
	Iteration 64Q: 3 clusters Score -552810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -552811.750000 Penalty: 4160.106934
	Iteration 65Q: 3 clusters Score -552811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -552812.937500 Penalty: 4160.106934
	Iteration 66Q: 3 clusters Score -552812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -552814.750000 Penalty: 4160.106934
	Iteration 67Q: 3 clusters Score -552814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -552817.875000 Penalty: 4160.106934
	Iteration 68Q: 3 clusters Score -552817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -552818.500000 Penalty: 4160.106934
	Iteration 69Q: 3 clusters Score -552818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -552820.750000 Penalty: 4160.106934
	Iteration 70Q: 3 clusters Score -552820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -552823.000000 Penalty: 4160.106934
	Iteration 71Q: 3 clusters Score -552823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -552826.812500 Penalty: 4160.106934
	Iteration 72Q: 3 clusters Score -552826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -552829.250000 Penalty: 4160.106934
	Iteration 73Q: 3 clusters Score -552829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -552831.187500 Penalty: 4160.106934
	Iteration 74Q: 3 clusters Score -552831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -552834.687500 Penalty: 4160.106934
	Iteration 75Q: 3 clusters Score -552834.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -552838.937500 Penalty: 4160.106934
	Iteration 76Q: 3 clusters Score -552838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -552844.312500 Penalty: 4160.106934
	Iteration 77Q: 3 clusters Score -552844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -552845.937500 Penalty: 4160.106934
	Iteration 78Q: 3 clusters Score -552845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -552848.625000 Penalty: 4160.106934
	Iteration 79Q: 3 clusters Score -552848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -552850.062500 Penalty: 4160.106934
	Iteration 80F: 3 clusters Score -552850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -552851.312500 Penalty: 4160.106934
	Iteration 81Q: 3 clusters Score -552851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -552853.937500 Penalty: 4160.106934
	Iteration 82Q: 3 clusters Score -552853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -552860.187500 Penalty: 4160.106934
	Iteration 83Q: 3 clusters Score -552860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -552866.000000 Penalty: 4160.106934
	Iteration 84Q: 3 clusters Score -552866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -552871.062500 Penalty: 4160.106934
	Iteration 85Q: 3 clusters Score -552871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -552885.000000 Penalty: 4160.106934
	Iteration 86Q: 3 clusters Score -552885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -552894.187500 Penalty: 4160.106934
	Iteration 87Q: 3 clusters Score -552894.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -552902.687500 Penalty: 4160.106934
	Iteration 88Q: 3 clusters Score -552902.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -552908.812500 Penalty: 4160.106934
	Iteration 89Q: 3 clusters Score -552908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -552918.437500 Penalty: 4160.106934
	Iteration 90Q: 3 clusters Score -552918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -552928.437500 Penalty: 4160.106934
	Iteration 91Q: 3 clusters Score -552928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -552931.250000 Penalty: 4160.106934
	Iteration 92Q: 3 clusters Score -552931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -552936.875000 Penalty: 4160.106934
	Iteration 93Q: 3 clusters Score -552936.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -552941.750000 Penalty: 4160.106934
	Iteration 94Q: 3 clusters Score -552941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -552942.375000 Penalty: 4160.106934
	Iteration 95Q: 3 clusters Score -552942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -552944.000000 Penalty: 4160.106934
	Iteration 96Q: 3 clusters Score -552944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -552946.500000 Penalty: 4160.106934
	Iteration 97Q: 3 clusters Score -552946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -552947.375000 Penalty: 4160.106934
	Iteration 98Q: 3 clusters Score -552947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -552949.812500 Penalty: 4160.106934
	Iteration 99Q: 3 clusters Score -552949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -552950.250000 Penalty: 4160.106934
	Iteration 100F: 3 clusters Score -552950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -552951.187500 Penalty: 4160.106934
	Iteration 101Q: 3 clusters Score -552951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -552951.750000 Penalty: 4160.106934
	Iteration 102Q: 3 clusters Score -552951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -552953.500000 Penalty: 4160.106934
	Iteration 103Q: 3 clusters Score -552953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -552954.562500 Penalty: 4160.106934
	Iteration 104Q: 3 clusters Score -552954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -552956.687500 Penalty: 4160.106934
	Iteration 105Q: 3 clusters Score -552956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -552959.062500 Penalty: 4160.106934
	Iteration 106Q: 3 clusters Score -552959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -552958.750000 Penalty: 4160.106934
	Iteration 107Q: 3 clusters Score -552958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -552958.750000 Penalty: 4160.106934
	Iteration 108F: 3 clusters Score -552958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -146788.312500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -146788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144780.015625 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -144780 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145586.984375 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -145587 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146417.015625 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -146417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -146805.812500 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -146805.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -147118.171875 Penalty: 3541.271484
	Iteration 4F: 3 clusters Score -147118.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -147237.515625 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -147237.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -147304.843750 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -147304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147326.375000 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -147326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147329.750000 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -147329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147329.750000 Penalty: 3541.271484
	Iteration 9F: 3 clusters Score -147329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 13 contains 50811 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116043168.000000 Penalty: 54508.695312
Splitting cluster 5 changes total score from -116044712.000000 to -116043168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (273821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273821 members 
Entering Unmasked Estep 
Score: -34802836.000000 Penalty: 3105.017090
	Iteration 0F: 2 clusters Score -3.480284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 136470 members 
Entering Unmasked Estep 
Score: -34631468.000000 Penalty: 6210.034180
	Iteration 0F: 3 clusters Score -3.463147e+07 nChanged 132336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 128638 members 
Entering Unmasked Estep 
Score: -34710336.000000 Penalty: 6210.034180
	Iteration 1F: 3 clusters Score -3.471034e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -34712020.000000 Penalty: 6210.034180
	Iteration 2Q: 3 clusters Score -3.471202e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -34715076.000000 Penalty: 6210.034180
	Iteration 3Q: 3 clusters Score -3.471508e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -34720528.000000 Penalty: 6210.034180
	Iteration 4Q: 3 clusters Score -3.472053e+07 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -34730192.000000 Penalty: 6210.034180
	Iteration 5F: 3 clusters Score -3.473019e+07 nChanged 22424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208453 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -34745572.000000 Penalty: 6210.034180
	Iteration 6F: 3 clusters Score -3.474557e+07 nChanged 24572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233005 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -34765068.000000 Penalty: 6210.034180
	Iteration 7F: 3 clusters Score -3.476507e+07 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253146 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -34781728.000000 Penalty: 6210.034180
	Iteration 8F: 3 clusters Score -3.478173e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265063 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -34791808.000000 Penalty: 6210.034180
	Iteration 9Q: 3 clusters Score -3.479181e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270303 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -34796864.000000 Penalty: 6210.034180
	Iteration 10Q: 3 clusters Score -3.479686e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -34798604.000000 Penalty: 6210.034180
	Iteration 11Q: 3 clusters Score -3.47986e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272773 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -34799324.000000 Penalty: 6210.034180
	Iteration 12Q: 3 clusters Score -3.479932e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273016 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -34799656.000000 Penalty: 6210.034180
	Iteration 13Q: 3 clusters Score -3.479966e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273143 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34799796.000000 Penalty: 6210.034180
	Iteration 14Q: 3 clusters Score -3.47998e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34799948.000000 Penalty: 6210.034180
	Iteration 15Q: 3 clusters Score -3.479995e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273264 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34800016.000000 Penalty: 6210.034180
	Iteration 16Q: 3 clusters Score -3.480002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273301 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -34800048.000000 Penalty: 6210.034180
	Iteration 17Q: 3 clusters Score -3.480005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273316 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -34800052.000000 Penalty: 6210.034180
	Iteration 18Q: 3 clusters Score -3.480005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273326 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -34800072.000000 Penalty: 6210.034180
	Iteration 19Q: 3 clusters Score -3.480007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273335 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -34800084.000000 Penalty: 6210.034180
	Iteration 20F: 3 clusters Score -3.480008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273338 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -34800100.000000 Penalty: 6210.034180
	Iteration 21Q: 3 clusters Score -3.48001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -34800096.000000 Penalty: 6210.034180
	Iteration 22Q: 3 clusters Score -3.48001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273348 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -34800096.000000 Penalty: 6210.034180
	Iteration 23Q: 3 clusters Score -3.48001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273354 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34800104.000000 Penalty: 6210.034180
	Iteration 24Q: 3 clusters Score -3.48001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273356 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34800128.000000 Penalty: 6210.034180
	Iteration 25Q: 3 clusters Score -3.480013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273354 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34800124.000000 Penalty: 6210.034180
	Iteration 26Q: 3 clusters Score -3.480012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273354 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34800124.000000 Penalty: 6210.034180
	Iteration 27F: 3 clusters Score -3.480012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Entering Unmasked Estep 
Score: -1852393.875000 Penalty: 2371.231934
	Iteration 0F: 2 clusters Score -1852394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1841860.625000 Penalty: 4742.463867
	Iteration 0F: 3 clusters Score -1841861 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1845027.750000 Penalty: 4742.463867
	Iteration 1F: 3 clusters Score -1845028 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1845315.125000 Penalty: 4742.463867
	Iteration 2F: 3 clusters Score -1845315 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1845513.875000 Penalty: 4742.463867
	Iteration 3Q: 3 clusters Score -1845514 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1845685.125000 Penalty: 4742.463867
	Iteration 4Q: 3 clusters Score -1845685 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1845806.125000 Penalty: 4742.463867
	Iteration 5Q: 3 clusters Score -1845806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1845888.250000 Penalty: 4742.463867
	Iteration 6Q: 3 clusters Score -1845888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1845965.000000 Penalty: 4742.463867
	Iteration 7Q: 3 clusters Score -1845965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1846022.625000 Penalty: 4742.463867
	Iteration 8Q: 3 clusters Score -1846023 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1846084.625000 Penalty: 4742.463867
	Iteration 9Q: 3 clusters Score -1846085 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1846142.875000 Penalty: 4742.463867
	Iteration 10Q: 3 clusters Score -1846143 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1846194.500000 Penalty: 4742.463867
	Iteration 11Q: 3 clusters Score -1846194 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1846241.000000 Penalty: 4742.463867
	Iteration 12Q: 3 clusters Score -1846241 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1846297.250000 Penalty: 4742.463867
	Iteration 13Q: 3 clusters Score -1846297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1846361.000000 Penalty: 4742.463867
	Iteration 14Q: 3 clusters Score -1846361 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1846444.625000 Penalty: 4742.463867
	Iteration 15Q: 3 clusters Score -1846445 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1846543.500000 Penalty: 4742.463867
	Iteration 16Q: 3 clusters Score -1846544 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1846692.750000 Penalty: 4742.463867
	Iteration 17Q: 3 clusters Score -1846693 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1846872.125000 Penalty: 4742.463867
	Iteration 18Q: 3 clusters Score -1846872 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1847080.375000 Penalty: 4742.463867
	Iteration 19Q: 3 clusters Score -1847080 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1847341.375000 Penalty: 4742.463867
	Iteration 20F: 3 clusters Score -1847341 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1847691.500000 Penalty: 4742.463867
	Iteration 21Q: 3 clusters Score -1847692 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1848126.625000 Penalty: 4742.463867
	Iteration 22Q: 3 clusters Score -1848127 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1848566.750000 Penalty: 4742.463867
	Iteration 23Q: 3 clusters Score -1848567 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1848967.375000 Penalty: 4742.463867
	Iteration 24Q: 3 clusters Score -1848967 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1849315.875000 Penalty: 4742.463867
	Iteration 25Q: 3 clusters Score -1849316 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1849606.000000 Penalty: 4742.463867
	Iteration 26Q: 3 clusters Score -1849606 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1849836.375000 Penalty: 4742.463867
	Iteration 27Q: 3 clusters Score -1849836 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1849982.625000 Penalty: 4742.463867
	Iteration 28Q: 3 clusters Score -1849983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1850081.750000 Penalty: 4742.463867
	Iteration 29Q: 3 clusters Score -1850082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1850146.375000 Penalty: 4742.463867
	Iteration 30Q: 3 clusters Score -1850146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1850176.625000 Penalty: 4742.463867
	Iteration 31Q: 3 clusters Score -1850177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1850199.375000 Penalty: 4742.463867
	Iteration 32Q: 3 clusters Score -1850199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1850215.500000 Penalty: 4742.463867
	Iteration 33Q: 3 clusters Score -1850216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1850230.250000 Penalty: 4742.463867
	Iteration 34Q: 3 clusters Score -1850230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1850245.750000 Penalty: 4742.463867
	Iteration 35Q: 3 clusters Score -1850246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1850258.375000 Penalty: 4742.463867
	Iteration 36Q: 3 clusters Score -1850258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1850267.875000 Penalty: 4742.463867
	Iteration 37Q: 3 clusters Score -1850268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1850280.875000 Penalty: 4742.463867
	Iteration 38Q: 3 clusters Score -1850281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1850296.000000 Penalty: 4742.463867
	Iteration 39Q: 3 clusters Score -1850296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1850306.375000 Penalty: 4742.463867
	Iteration 40F: 3 clusters Score -1850306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1850313.750000 Penalty: 4742.463867
	Iteration 41Q: 3 clusters Score -1850314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1850315.250000 Penalty: 4742.463867
	Iteration 42Q: 3 clusters Score -1850315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1850326.125000 Penalty: 4742.463867
	Iteration 43Q: 3 clusters Score -1850326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1850322.250000 Penalty: 4742.463867
	Iteration 44Q: 3 clusters Score -1850322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1850329.125000 Penalty: 4742.463867
	Iteration 45Q: 3 clusters Score -1850329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1850329.875000 Penalty: 4742.463867
	Iteration 46Q: 3 clusters Score -1850330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1850335.000000 Penalty: 4742.463867
	Iteration 47Q: 3 clusters Score -1850335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1850337.000000 Penalty: 4742.463867
	Iteration 48Q: 3 clusters Score -1850337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1850340.125000 Penalty: 4742.463867
	Iteration 49Q: 3 clusters Score -1850340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1850336.750000 Penalty: 4742.463867
	Iteration 50Q: 3 clusters Score -1850337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1850341.000000 Penalty: 4742.463867
	Iteration 51Q: 3 clusters Score -1850341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1850338.125000 Penalty: 4742.463867
	Iteration 52Q: 3 clusters Score -1850338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1850338.875000 Penalty: 4742.463867
	Iteration 53Q: 3 clusters Score -1850339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1850342.125000 Penalty: 4742.463867
	Iteration 54Q: 3 clusters Score -1850342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1850343.375000 Penalty: 4742.463867
	Iteration 55Q: 3 clusters Score -1850343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1850346.000000 Penalty: 4742.463867
	Iteration 56Q: 3 clusters Score -1850346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1850343.125000 Penalty: 4742.463867
	Iteration 57Q: 3 clusters Score -1850343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1850341.125000 Penalty: 4742.463867
	Iteration 58Q: 3 clusters Score -1850341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1850341.125000 Penalty: 4742.463867
	Iteration 59F: 3 clusters Score -1850341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (218597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218597 members 
Entering Unmasked Estep 
Score: -27957368.000000 Penalty: 3049.156250
	Iteration 0F: 2 clusters Score -2.795737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -27854666.000000 Penalty: 6098.312500
	Iteration 0F: 3 clusters Score -2.785467e+07 nChanged 105116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -27915886.000000 Penalty: 6098.312500
	Iteration 1F: 3 clusters Score -2.791589e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -27916612.000000 Penalty: 6098.312500
	Iteration 2Q: 3 clusters Score -2.791661e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -27917536.000000 Penalty: 6098.312500
	Iteration 3Q: 3 clusters Score -2.791754e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -27918808.000000 Penalty: 6098.312500
	Iteration 4Q: 3 clusters Score -2.791881e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -27920904.000000 Penalty: 6098.312500
	Iteration 5Q: 3 clusters Score -2.79209e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -27923998.000000 Penalty: 6098.312500
	Iteration 6Q: 3 clusters Score -2.7924e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -27929284.000000 Penalty: 6098.312500
	Iteration 7F: 3 clusters Score -2.792928e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -27936540.000000 Penalty: 6098.312500
	Iteration 8F: 3 clusters Score -2.793654e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -27944274.000000 Penalty: 6098.312500
	Iteration 9F: 3 clusters Score -2.794427e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171941 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -27951500.000000 Penalty: 6098.312500
	Iteration 10F: 3 clusters Score -2.79515e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173747 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -27956448.000000 Penalty: 6098.312500
	Iteration 11Q: 3 clusters Score -2.795645e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -27958848.000000 Penalty: 6098.312500
	Iteration 12Q: 3 clusters Score -2.795885e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -27959238.000000 Penalty: 6098.312500
	Iteration 13Q: 3 clusters Score -2.795924e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -27959502.000000 Penalty: 6098.312500
	Iteration 14Q: 3 clusters Score -2.79595e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -27959592.000000 Penalty: 6098.312500
	Iteration 15Q: 3 clusters Score -2.795959e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -27959800.000000 Penalty: 6098.312500
	Iteration 16Q: 3 clusters Score -2.79598e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -27959986.000000 Penalty: 6098.312500
	Iteration 17Q: 3 clusters Score -2.795999e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -27960084.000000 Penalty: 6098.312500
	Iteration 18Q: 3 clusters Score -2.796008e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -27960036.000000 Penalty: 6098.312500
	Iteration 19Q: 3 clusters Score -2.796004e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -27960194.000000 Penalty: 6098.312500
	Iteration 20F: 3 clusters Score -2.796019e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -27960340.000000 Penalty: 6098.312500
	Iteration 21Q: 3 clusters Score -2.796034e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -27960514.000000 Penalty: 6098.312500
	Iteration 22Q: 3 clusters Score -2.796051e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -27960640.000000 Penalty: 6098.312500
	Iteration 23Q: 3 clusters Score -2.796064e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156108 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -27960774.000000 Penalty: 6098.312500
	Iteration 24Q: 3 clusters Score -2.796077e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -27961008.000000 Penalty: 6098.312500
	Iteration 25Q: 3 clusters Score -2.796101e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -27961096.000000 Penalty: 6098.312500
	Iteration 26Q: 3 clusters Score -2.79611e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152072 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -27961264.000000 Penalty: 6098.312500
	Iteration 27Q: 3 clusters Score -2.796126e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -27961368.000000 Penalty: 6098.312500
	Iteration 28Q: 3 clusters Score -2.796137e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -27961432.000000 Penalty: 6098.312500
	Iteration 29Q: 3 clusters Score -2.796143e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -27961498.000000 Penalty: 6098.312500
	Iteration 30Q: 3 clusters Score -2.79615e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -27961534.000000 Penalty: 6098.312500
	Iteration 31Q: 3 clusters Score -2.796153e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -27961610.000000 Penalty: 6098.312500
	Iteration 32Q: 3 clusters Score -2.796161e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -27961720.000000 Penalty: 6098.312500
	Iteration 33Q: 3 clusters Score -2.796172e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -27961666.000000 Penalty: 6098.312500
	Iteration 34Q: 3 clusters Score -2.796167e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142324 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -27961796.000000 Penalty: 6098.312500
	Iteration 35Q: 3 clusters Score -2.79618e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141226 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -27961834.000000 Penalty: 6098.312500
	Iteration 36Q: 3 clusters Score -2.796183e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -27961778.000000 Penalty: 6098.312500
	Iteration 37Q: 3 clusters Score -2.796178e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -27961806.000000 Penalty: 6098.312500
	Iteration 38Q: 3 clusters Score -2.796181e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -27961800.000000 Penalty: 6098.312500
	Iteration 39Q: 3 clusters Score -2.79618e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -27961818.000000 Penalty: 6098.312500
	Iteration 40F: 3 clusters Score -2.796182e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136329 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -27961812.000000 Penalty: 6098.312500
	Iteration 41Q: 3 clusters Score -2.796181e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135341 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -27961858.000000 Penalty: 6098.312500
	Iteration 42Q: 3 clusters Score -2.796186e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -27961824.000000 Penalty: 6098.312500
	Iteration 43Q: 3 clusters Score -2.796182e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133240 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -27961824.000000 Penalty: 6098.312500
	Iteration 44Q: 3 clusters Score -2.796182e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132161 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -27962002.000000 Penalty: 6098.312500
	Iteration 45Q: 3 clusters Score -2.7962e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -27962022.000000 Penalty: 6098.312500
	Iteration 46Q: 3 clusters Score -2.796202e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -27962026.000000 Penalty: 6098.312500
	Iteration 47Q: 3 clusters Score -2.796203e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -27962120.000000 Penalty: 6098.312500
	Iteration 48Q: 3 clusters Score -2.796212e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -27962216.000000 Penalty: 6098.312500
	Iteration 49Q: 3 clusters Score -2.796222e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -27962406.000000 Penalty: 6098.312500
	Iteration 50Q: 3 clusters Score -2.796241e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -27962446.000000 Penalty: 6098.312500
	Iteration 51Q: 3 clusters Score -2.796245e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -27962544.000000 Penalty: 6098.312500
	Iteration 52Q: 3 clusters Score -2.796254e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122110 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -27962658.000000 Penalty: 6098.312500
	Iteration 53Q: 3 clusters Score -2.796266e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120744 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -27962634.000000 Penalty: 6098.312500
	Iteration 54Q: 3 clusters Score -2.796263e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -27962752.000000 Penalty: 6098.312500
	Iteration 55Q: 3 clusters Score -2.796275e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -27962716.000000 Penalty: 6098.312500
	Iteration 56Q: 3 clusters Score -2.796272e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -27962764.000000 Penalty: 6098.312500
	Iteration 57Q: 3 clusters Score -2.796276e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -27962998.000000 Penalty: 6098.312500
	Iteration 58Q: 3 clusters Score -2.7963e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6098.312500
	Iteration 59Q: 3 clusters Score -2.79631e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -27963354.000000 Penalty: 6098.312500
	Iteration 60F: 3 clusters Score -2.796335e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -27963818.000000 Penalty: 6098.312500
	Iteration 61Q: 3 clusters Score -2.796382e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -27964346.000000 Penalty: 6098.312500
	Iteration 62Q: 3 clusters Score -2.796435e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -27964844.000000 Penalty: 6098.312500
	Iteration 63Q: 3 clusters Score -2.796484e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 121437 members 
Entering Unmasked Estep 
Score: -27965540.000000 Penalty: 6098.312500
	Iteration 64Q: 3 clusters Score -2.796554e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -27966290.000000 Penalty: 6098.312500
	Iteration 65Q: 3 clusters Score -2.796629e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -27967330.000000 Penalty: 6098.312500
	Iteration 66Q: 3 clusters Score -2.796733e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 133472 members 
Entering Unmasked Estep 
Score: -27968442.000000 Penalty: 6098.312500
	Iteration 67Q: 3 clusters Score -2.796844e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 138347 members 
Entering Unmasked Estep 
Score: -27969760.000000 Penalty: 6098.312500
	Iteration 68Q: 3 clusters Score -2.796976e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -27970954.000000 Penalty: 6098.312500
	Iteration 69Q: 3 clusters Score -2.797095e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -27971876.000000 Penalty: 6098.312500
	Iteration 70Q: 3 clusters Score -2.797188e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -27972374.000000 Penalty: 6098.312500
	Iteration 71Q: 3 clusters Score -2.797237e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -27972328.000000 Penalty: 6098.312500
	Iteration 72Q: 3 clusters Score -2.797233e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -27971754.000000 Penalty: 6098.312500
	Iteration 73Q: 3 clusters Score -2.797175e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 168953 members 
Entering Unmasked Estep 
Score: -27970788.000000 Penalty: 6098.312500
	Iteration 74Q: 3 clusters Score -2.797079e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 173311 members 
Entering Unmasked Estep 
Score: -27969700.000000 Penalty: 6098.312500
	Iteration 75Q: 3 clusters Score -2.79697e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 177352 members 
Entering Unmasked Estep 
Score: -27968670.000000 Penalty: 6098.312500
	Iteration 76Q: 3 clusters Score -2.796867e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -27967088.000000 Penalty: 6098.312500
	Iteration 77Q: 3 clusters Score -2.796709e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 184183 members 
Entering Unmasked Estep 
Score: -27965622.000000 Penalty: 6098.312500
	Iteration 78Q: 3 clusters Score -2.796562e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 187012 members 
Entering Unmasked Estep 
Score: -27963976.000000 Penalty: 6098.312500
	Iteration 79Q: 3 clusters Score -2.796398e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -27966278.000000 Penalty: 6098.312500
	Iteration 80F: 3 clusters Score -2.796628e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 194259 members 
Entering Unmasked Estep 
Score: -27964754.000000 Penalty: 6098.312500
	Iteration 81Q: 3 clusters Score -2.796475e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 197829 members 
Entering Unmasked Estep 
Score: -27963136.000000 Penalty: 6098.312500
	Iteration 82Q: 3 clusters Score -2.796314e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 200517 members 
Entering Unmasked Estep 
Score: -27961812.000000 Penalty: 6098.312500
	Iteration 83Q: 3 clusters Score -2.796181e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 202677 members 
Entering Unmasked Estep 
Score: -27960670.000000 Penalty: 6098.312500
	Iteration 84Q: 3 clusters Score -2.796067e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 204456 members 
Entering Unmasked Estep 
Score: -27959748.000000 Penalty: 6098.312500
	Iteration 85Q: 3 clusters Score -2.795975e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 206013 members 
Entering Unmasked Estep 
Score: -27959130.000000 Penalty: 6098.312500
	Iteration 86Q: 3 clusters Score -2.795913e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 207360 members 
Entering Unmasked Estep 
Score: -27958772.000000 Penalty: 6098.312500
	Iteration 87Q: 3 clusters Score -2.795877e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 208574 members 
Entering Unmasked Estep 
Score: -27958510.000000 Penalty: 6098.312500
	Iteration 88Q: 3 clusters Score -2.795851e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 209666 members 
Entering Unmasked Estep 
Score: -27958174.000000 Penalty: 6098.312500
	Iteration 89Q: 3 clusters Score -2.795817e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 210627 members 
Entering Unmasked Estep 
Score: -27957966.000000 Penalty: 6098.312500
	Iteration 90Q: 3 clusters Score -2.795797e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 211455 members 
Entering Unmasked Estep 
Score: -27957790.000000 Penalty: 6098.312500
	Iteration 91Q: 3 clusters Score -2.795779e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 212113 members 
Entering Unmasked Estep 
Score: -27957680.000000 Penalty: 6098.312500
	Iteration 92Q: 3 clusters Score -2.795768e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 212678 members 
Entering Unmasked Estep 
Score: -27957470.000000 Penalty: 6098.312500
	Iteration 93Q: 3 clusters Score -2.795747e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 213158 members 
Entering Unmasked Estep 
Score: -27957274.000000 Penalty: 6098.312500
	Iteration 94Q: 3 clusters Score -2.795727e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 213565 members 
Entering Unmasked Estep 
Score: -27957178.000000 Penalty: 6098.312500
	Iteration 95Q: 3 clusters Score -2.795718e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 213935 members 
Entering Unmasked Estep 
Score: -27957098.000000 Penalty: 6098.312500
	Iteration 96Q: 3 clusters Score -2.79571e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 214257 members 
Entering Unmasked Estep 
Score: -27956958.000000 Penalty: 6098.312500
	Iteration 97Q: 3 clusters Score -2.795696e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 214566 members 
Entering Unmasked Estep 
Score: -27956882.000000 Penalty: 6098.312500
	Iteration 98Q: 3 clusters Score -2.795688e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -27956778.000000 Penalty: 6098.312500
	Iteration 99Q: 3 clusters Score -2.795678e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 215035 members 
Entering Unmasked Estep 
Score: -27956684.000000 Penalty: 6098.312500
	Iteration 100F: 3 clusters Score -2.795668e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 215210 members 
Entering Unmasked Estep 
Score: -27956676.000000 Penalty: 6098.312500
	Iteration 101Q: 3 clusters Score -2.795668e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 215343 members 
Entering Unmasked Estep 
Score: -27956630.000000 Penalty: 6098.312500
	Iteration 102Q: 3 clusters Score -2.795663e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 215468 members 
Entering Unmasked Estep 
Score: -27956528.000000 Penalty: 6098.312500
	Iteration 103Q: 3 clusters Score -2.795653e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 215602 members 
Entering Unmasked Estep 
Score: -27956472.000000 Penalty: 6098.312500
	Iteration 104Q: 3 clusters Score -2.795647e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 215721 members 
Entering Unmasked Estep 
Score: -27956458.000000 Penalty: 6098.312500
	Iteration 105Q: 3 clusters Score -2.795646e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 215820 members 
Entering Unmasked Estep 
Score: -27956426.000000 Penalty: 6098.312500
	Iteration 106Q: 3 clusters Score -2.795643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 215914 members 
Entering Unmasked Estep 
Score: -27956376.000000 Penalty: 6098.312500
	Iteration 107Q: 3 clusters Score -2.795638e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 216005 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6098.312500
	Iteration 108Q: 3 clusters Score -2.795635e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 216080 members 
Entering Unmasked Estep 
Score: -27956284.000000 Penalty: 6098.312500
	Iteration 109Q: 3 clusters Score -2.795628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 216145 members 
Entering Unmasked Estep 
Score: -27956246.000000 Penalty: 6098.312500
	Iteration 110Q: 3 clusters Score -2.795625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 216210 members 
Entering Unmasked Estep 
Score: -27956204.000000 Penalty: 6098.312500
	Iteration 111Q: 3 clusters Score -2.79562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 216260 members 
Entering Unmasked Estep 
Score: -27956144.000000 Penalty: 6098.312500
	Iteration 112Q: 3 clusters Score -2.795614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -27956166.000000 Penalty: 6098.312500
	Iteration 113Q: 3 clusters Score -2.795617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 216359 members 
Entering Unmasked Estep 
Score: -27956134.000000 Penalty: 6098.312500
	Iteration 114Q: 3 clusters Score -2.795613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 216399 members 
Entering Unmasked Estep 
Score: -27956174.000000 Penalty: 6098.312500
	Iteration 115Q: 3 clusters Score -2.795617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 216442 members 
Entering Unmasked Estep 
Score: -27956160.000000 Penalty: 6098.312500
	Iteration 116Q: 3 clusters Score -2.795616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 216474 members 
Entering Unmasked Estep 
Score: -27956130.000000 Penalty: 6098.312500
	Iteration 117Q: 3 clusters Score -2.795613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 216501 members 
Entering Unmasked Estep 
Score: -27956126.000000 Penalty: 6098.312500
	Iteration 118Q: 3 clusters Score -2.795613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 216536 members 
Entering Unmasked Estep 
Score: -27956096.000000 Penalty: 6098.312500
	Iteration 119Q: 3 clusters Score -2.79561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 216564 members 
Entering Unmasked Estep 
Score: -27956116.000000 Penalty: 6098.312500
	Iteration 120F: 3 clusters Score -2.795612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -27956108.000000 Penalty: 6098.312500
	Iteration 121Q: 3 clusters Score -2.795611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -27956104.000000 Penalty: 6098.312500
	Iteration 122Q: 3 clusters Score -2.79561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 216632 members 
Entering Unmasked Estep 
Score: -27956100.000000 Penalty: 6098.312500
	Iteration 123Q: 3 clusters Score -2.79561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 216657 members 
Entering Unmasked Estep 
Score: -27956060.000000 Penalty: 6098.312500
	Iteration 124Q: 3 clusters Score -2.795606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 216682 members 
Entering Unmasked Estep 
Score: -27956070.000000 Penalty: 6098.312500
	Iteration 125Q: 3 clusters Score -2.795607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 216714 members 
Entering Unmasked Estep 
Score: -27956050.000000 Penalty: 6098.312500
	Iteration 126Q: 3 clusters Score -2.795605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 216737 members 
Entering Unmasked Estep 
Score: -27956028.000000 Penalty: 6098.312500
	Iteration 127Q: 3 clusters Score -2.795603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 216767 members 
Entering Unmasked Estep 
Score: -27955994.000000 Penalty: 6098.312500
	Iteration 128Q: 3 clusters Score -2.795599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -27956028.000000 Penalty: 6098.312500
	Iteration 129Q: 3 clusters Score -2.795603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 216831 members 
Entering Unmasked Estep 
Score: -27956022.000000 Penalty: 6098.312500
	Iteration 130Q: 3 clusters Score -2.795602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 216846 members 
Entering Unmasked Estep 
Score: -27956008.000000 Penalty: 6098.312500
	Iteration 131Q: 3 clusters Score -2.795601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 216864 members 
Entering Unmasked Estep 
Score: -27956004.000000 Penalty: 6098.312500
	Iteration 132Q: 3 clusters Score -2.7956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 216890 members 
Entering Unmasked Estep 
Score: -27955982.000000 Penalty: 6098.312500
	Iteration 133Q: 3 clusters Score -2.795598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -27955936.000000 Penalty: 6098.312500
	Iteration 134Q: 3 clusters Score -2.795594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 216955 members 
Entering Unmasked Estep 
Score: -27955924.000000 Penalty: 6098.312500
	Iteration 135Q: 3 clusters Score -2.795592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -27955944.000000 Penalty: 6098.312500
	Iteration 136Q: 3 clusters Score -2.795594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 217004 members 
Entering Unmasked Estep 
Score: -27955904.000000 Penalty: 6098.312500
	Iteration 137Q: 3 clusters Score -2.79559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 217020 members 
Entering Unmasked Estep 
Score: -27955930.000000 Penalty: 6098.312500
	Iteration 138Q: 3 clusters Score -2.795593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 217039 members 
Entering Unmasked Estep 
Score: -27955892.000000 Penalty: 6098.312500
	Iteration 139Q: 3 clusters Score -2.795589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 217056 members 
Entering Unmasked Estep 
Score: -27955874.000000 Penalty: 6098.312500
	Iteration 140F: 3 clusters Score -2.795587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 217075 members 
Entering Unmasked Estep 
Score: -27955918.000000 Penalty: 6098.312500
	Iteration 141Q: 3 clusters Score -2.795592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 217087 members 
Entering Unmasked Estep 
Score: -27955908.000000 Penalty: 6098.312500
	Iteration 142Q: 3 clusters Score -2.795591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 217100 members 
Entering Unmasked Estep 
Score: -27955906.000000 Penalty: 6098.312500
	Iteration 143Q: 3 clusters Score -2.795591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 217119 members 
Entering Unmasked Estep 
Score: -27955898.000000 Penalty: 6098.312500
	Iteration 144Q: 3 clusters Score -2.79559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 217131 members 
Entering Unmasked Estep 
Score: -27955866.000000 Penalty: 6098.312500
	Iteration 145Q: 3 clusters Score -2.795587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 217137 members 
Entering Unmasked Estep 
Score: -27955850.000000 Penalty: 6098.312500
	Iteration 146Q: 3 clusters Score -2.795585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 217149 members 
Entering Unmasked Estep 
Score: -27955856.000000 Penalty: 6098.312500
	Iteration 147Q: 3 clusters Score -2.795586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 217158 members 
Entering Unmasked Estep 
Score: -27955872.000000 Penalty: 6098.312500
	Iteration 148Q: 3 clusters Score -2.795587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 217161 members 
Entering Unmasked Estep 
Score: -27955840.000000 Penalty: 6098.312500
	Iteration 149Q: 3 clusters Score -2.795584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 217167 members 
Entering Unmasked Estep 
Score: -27955842.000000 Penalty: 6098.312500
	Iteration 150Q: 3 clusters Score -2.795584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 217177 members 
Entering Unmasked Estep 
Score: -27955834.000000 Penalty: 6098.312500
	Iteration 151Q: 3 clusters Score -2.795583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 217188 members 
Entering Unmasked Estep 
Score: -27955826.000000 Penalty: 6098.312500
	Iteration 152Q: 3 clusters Score -2.795583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 217190 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 153Q: 3 clusters Score -2.795584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 217197 members 
Entering Unmasked Estep 
Score: -27955840.000000 Penalty: 6098.312500
	Iteration 154Q: 3 clusters Score -2.795584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 217207 members 
Entering Unmasked Estep 
Score: -27955834.000000 Penalty: 6098.312500
	Iteration 155Q: 3 clusters Score -2.795583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 217214 members 
Entering Unmasked Estep 
Score: -27955828.000000 Penalty: 6098.312500
	Iteration 156Q: 3 clusters Score -2.795583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 217219 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 157Q: 3 clusters Score -2.795584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 217222 members 
Entering Unmasked Estep 
Score: -27955842.000000 Penalty: 6098.312500
	Iteration 158Q: 3 clusters Score -2.795584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 217226 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 159Q: 3 clusters Score -2.795584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 217230 members 
Entering Unmasked Estep 
Score: -27955834.000000 Penalty: 6098.312500
	Iteration 160F: 3 clusters Score -2.795583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 217233 members 
Entering Unmasked Estep 
Score: -27955832.000000 Penalty: 6098.312500
	Iteration 161Q: 3 clusters Score -2.795583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 217234 members 
Entering Unmasked Estep 
Score: -27955842.000000 Penalty: 6098.312500
	Iteration 162Q: 3 clusters Score -2.795584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 217235 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 163Q: 3 clusters Score -2.795584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 217236 members 
Entering Unmasked Estep 
Score: -27955818.000000 Penalty: 6098.312500
	Iteration 164Q: 3 clusters Score -2.795582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 217239 members 
Entering Unmasked Estep 
Score: -27955830.000000 Penalty: 6098.312500
	Iteration 165Q: 3 clusters Score -2.795583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 217242 members 
Entering Unmasked Estep 
Score: -27955854.000000 Penalty: 6098.312500
	Iteration 166Q: 3 clusters Score -2.795585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 217245 members 
Entering Unmasked Estep 
Score: -27955844.000000 Penalty: 6098.312500
	Iteration 167Q: 3 clusters Score -2.795584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 217247 members 
Entering Unmasked Estep 
Score: -27955850.000000 Penalty: 6098.312500
	Iteration 168Q: 3 clusters Score -2.795585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 217250 members 
Entering Unmasked Estep 
Score: -27955840.000000 Penalty: 6098.312500
	Iteration 169Q: 3 clusters Score -2.795584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 217251 members 
Entering Unmasked Estep 
Score: -27955840.000000 Penalty: 6098.312500
	Iteration 170Q: 3 clusters Score -2.795584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -27955842.000000 Penalty: 6098.312500
	Iteration 171Q: 3 clusters Score -2.795584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 217255 members 
Entering Unmasked Estep 
Score: -27955834.000000 Penalty: 6098.312500
	Iteration 172Q: 3 clusters Score -2.795583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 217257 members 
Entering Unmasked Estep 
Score: -27955844.000000 Penalty: 6098.312500
	Iteration 173Q: 3 clusters Score -2.795584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 217260 members 
Entering Unmasked Estep 
Score: -27955848.000000 Penalty: 6098.312500
	Iteration 174Q: 3 clusters Score -2.795585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 217262 members 
Entering Unmasked Estep 
Score: -27955830.000000 Penalty: 6098.312500
	Iteration 175Q: 3 clusters Score -2.795583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 217263 members 
Entering Unmasked Estep 
Score: -27955844.000000 Penalty: 6098.312500
	Iteration 176Q: 3 clusters Score -2.795584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 217267 members 
Entering Unmasked Estep 
Score: -27955844.000000 Penalty: 6098.312500
	Iteration 177Q: 3 clusters Score -2.795584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 217272 members 
Entering Unmasked Estep 
Score: -27955858.000000 Penalty: 6098.312500
	Iteration 178Q: 3 clusters Score -2.795586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 217274 members 
Entering Unmasked Estep 
Score: -27955856.000000 Penalty: 6098.312500
	Iteration 179Q: 3 clusters Score -2.795586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 217276 members 
Entering Unmasked Estep 
Score: -27955852.000000 Penalty: 6098.312500
	Iteration 180F: 3 clusters Score -2.795585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 217279 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 181Q: 3 clusters Score -2.795584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 217279 members 
Entering Unmasked Estep 
Score: -27955838.000000 Penalty: 6098.312500
	Iteration 182F: 3 clusters Score -2.795584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -184531.937500 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -184531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182294.359375 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -182294.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183269.390625 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -183269.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184389.265625 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -184389.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -185801.234375 Penalty: 3668.277832
	Iteration 3F: 3 clusters Score -185801.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -186743.890625 Penalty: 3668.277832
	Iteration 4F: 3 clusters Score -186743.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187214.312500 Penalty: 3668.277832
	Iteration 5Q: 3 clusters Score -187214.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187816.250000 Penalty: 3668.277832
	Iteration 6Q: 3 clusters Score -187816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -187845.296875 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -187845.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -187873.703125 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -187873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187897.703125 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -187897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -187905.031250 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -187905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -187908.078125 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -187908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -187912.500000 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -187912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -187915.406250 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -187915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -187922.593750 Penalty: 3668.277832
	Iteration 14Q: 3 clusters Score -187922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -187926.359375 Penalty: 3668.277832
	Iteration 15Q: 3 clusters Score -187926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -187931.546875 Penalty: 3668.277832
	Iteration 16Q: 3 clusters Score -187931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -187934.296875 Penalty: 3668.277832
	Iteration 17Q: 3 clusters Score -187934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -187937.703125 Penalty: 3668.277832
	Iteration 18Q: 3 clusters Score -187937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -187969.593750 Penalty: 3668.277832
	Iteration 19F: 3 clusters Score -187969.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -188039.921875 Penalty: 3668.277832
	Iteration 20F: 3 clusters Score -188039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -188135.625000 Penalty: 3668.277832
	Iteration 21Q: 3 clusters Score -188135.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -188224.609375 Penalty: 3668.277832
	Iteration 22Q: 3 clusters Score -188224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188230.859375 Penalty: 3668.277832
	Iteration 23Q: 3 clusters Score -188230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -188238.703125 Penalty: 3668.277832
	Iteration 24Q: 3 clusters Score -188238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -188238.703125 Penalty: 3668.277832
	Iteration 25F: 3 clusters Score -188238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 13 contains 50811 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116046360.000000 Penalty: 54508.695312
Splitting cluster 9 changes total score from -116044712.000000 to -116046360.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (10673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Entering Unmasked Estep 
Score: -1296763.375000 Penalty: 2300.317139
	Iteration 0F: 2 clusters Score -1296763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1288670.750000 Penalty: 4600.634277
	Iteration 0F: 3 clusters Score -1288671 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1291301.500000 Penalty: 4600.634277
	Iteration 1F: 3 clusters Score -1291302 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1292183.125000 Penalty: 4600.634277
	Iteration 2F: 3 clusters Score -1292183 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1293470.875000 Penalty: 4600.634277
	Iteration 3F: 3 clusters Score -1293471 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1294847.125000 Penalty: 4600.634277
	Iteration 4F: 3 clusters Score -1294847 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1295960.875000 Penalty: 4600.634277
	Iteration 5F: 3 clusters Score -1295961 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1296853.750000 Penalty: 4600.634277
	Iteration 6F: 3 clusters Score -1296854 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1297568.375000 Penalty: 4600.634277
	Iteration 7F: 3 clusters Score -1297568 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1298022.125000 Penalty: 4600.634277
	Iteration 8Q: 3 clusters Score -1298022 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1298261.125000 Penalty: 4600.634277
	Iteration 9Q: 3 clusters Score -1298261 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1298383.750000 Penalty: 4600.634277
	Iteration 10Q: 3 clusters Score -1298384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1298432.125000 Penalty: 4600.634277
	Iteration 11Q: 3 clusters Score -1298432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1298445.500000 Penalty: 4600.634277
	Iteration 12Q: 3 clusters Score -1298446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1298456.625000 Penalty: 4600.634277
	Iteration 13Q: 3 clusters Score -1298457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1298460.750000 Penalty: 4600.634277
	Iteration 14Q: 3 clusters Score -1298461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1298463.875000 Penalty: 4600.634277
	Iteration 15Q: 3 clusters Score -1298464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1298467.625000 Penalty: 4600.634277
	Iteration 16Q: 3 clusters Score -1298468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1298467.250000 Penalty: 4600.634277
	Iteration 17Q: 3 clusters Score -1298467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1298470.375000 Penalty: 4600.634277
	Iteration 18Q: 3 clusters Score -1298470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1298469.750000 Penalty: 4600.634277
	Iteration 19Q: 3 clusters Score -1298470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1298470.125000 Penalty: 4600.634277
	Iteration 20F: 3 clusters Score -1298470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1298470.875000 Penalty: 4600.634277
	Iteration 21Q: 3 clusters Score -1298471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1298470.375000 Penalty: 4600.634277
	Iteration 22Q: 3 clusters Score -1298470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1298470.375000 Penalty: 4600.634277
	Iteration 23F: 3 clusters Score -1298470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 13 contains 50811 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116047000.000000 Penalty: 57915.488281
Splitting cluster 11 changes total score from -116044712.000000 to -116047000.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (50811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Entering Unmasked Estep 
Score: -6528626.000000 Penalty: 2687.295166
	Iteration 0F: 2 clusters Score -6528626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -6494405.000000 Penalty: 5374.590332
	Iteration 0F: 3 clusters Score -6494405 nChanged 23459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6507583.000000 Penalty: 5374.590332
	Iteration 1F: 3 clusters Score -6507583 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6508358.000000 Penalty: 5374.590332
	Iteration 2Q: 3 clusters Score -6508358 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6509196.500000 Penalty: 5374.590332
	Iteration 3Q: 3 clusters Score -6509196 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6510169.500000 Penalty: 5374.590332
	Iteration 4Q: 3 clusters Score -6510170 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6511405.000000 Penalty: 5374.590332
	Iteration 5Q: 3 clusters Score -6511405 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -6512890.500000 Penalty: 5374.590332
	Iteration 6F: 3 clusters Score -6512890 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -6514722.000000 Penalty: 5374.590332
	Iteration 7F: 3 clusters Score -6514722 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6516969.500000 Penalty: 5374.590332
	Iteration 8F: 3 clusters Score -6516970 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -6519242.000000 Penalty: 5374.590332
	Iteration 9F: 3 clusters Score -6519242 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -6521173.000000 Penalty: 5374.590332
	Iteration 10F: 3 clusters Score -6521173 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -6522714.000000 Penalty: 5374.590332
	Iteration 11Q: 3 clusters Score -6522714 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -6524025.000000 Penalty: 5374.590332
	Iteration 12Q: 3 clusters Score -6524025 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -6525208.000000 Penalty: 5374.590332
	Iteration 13Q: 3 clusters Score -6525208 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6526148.500000 Penalty: 5374.590332
	Iteration 14Q: 3 clusters Score -6526148 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6526936.000000 Penalty: 5374.590332
	Iteration 15Q: 3 clusters Score -6526936 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -6527567.000000 Penalty: 5374.590332
	Iteration 16Q: 3 clusters Score -6527567 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6528151.500000 Penalty: 5374.590332
	Iteration 17Q: 3 clusters Score -6528152 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -6528573.500000 Penalty: 5374.590332
	Iteration 18Q: 3 clusters Score -6528574 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6528840.000000 Penalty: 5374.590332
	Iteration 19Q: 3 clusters Score -6528840 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6529017.500000 Penalty: 5374.590332
	Iteration 20F: 3 clusters Score -6529018 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -6529089.500000 Penalty: 5374.590332
	Iteration 21Q: 3 clusters Score -6529090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -6529154.000000 Penalty: 5374.590332
	Iteration 22Q: 3 clusters Score -6529154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -6529174.500000 Penalty: 5374.590332
	Iteration 23Q: 3 clusters Score -6529174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6529181.000000 Penalty: 5374.590332
	Iteration 24Q: 3 clusters Score -6529181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6529186.000000 Penalty: 5374.590332
	Iteration 25Q: 3 clusters Score -6529186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -6529199.000000 Penalty: 5374.590332
	Iteration 26Q: 3 clusters Score -6529199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6529187.500000 Penalty: 5374.590332
	Iteration 27Q: 3 clusters Score -6529188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6529195.500000 Penalty: 5374.590332
	Iteration 28Q: 3 clusters Score -6529196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6529192.000000 Penalty: 5374.590332
	Iteration 29Q: 3 clusters Score -6529192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6529190.000000 Penalty: 5374.590332
	Iteration 30Q: 3 clusters Score -6529190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6529185.500000 Penalty: 5374.590332
	Iteration 31Q: 3 clusters Score -6529186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -6529185.500000 Penalty: 5374.590332
	Iteration 32Q: 3 clusters Score -6529186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -6529189.000000 Penalty: 5374.590332
	Iteration 33Q: 3 clusters Score -6529189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -6529187.000000 Penalty: 5374.590332
	Iteration 34Q: 3 clusters Score -6529187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -6529187.000000 Penalty: 5374.590332
	Iteration 35F: 3 clusters Score -6529187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 49194 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116046744.000000 Penalty: 61322.281250
Splitting cluster 13 changes total score from -116044712.000000 to -116046744.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (44924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Entering Unmasked Estep 
Score: -5566055.000000 Penalty: 2656.756348
	Iteration 0F: 2 clusters Score -5566055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5535862.500000 Penalty: 5313.512695
	Iteration 0F: 3 clusters Score -5535862 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5548029.500000 Penalty: 5313.512695
	Iteration 1F: 3 clusters Score -5548030 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5551284.500000 Penalty: 5313.512695
	Iteration 2F: 3 clusters Score -5551284 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5556023.500000 Penalty: 5313.512695
	Iteration 3F: 3 clusters Score -5556024 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5560837.000000 Penalty: 5313.512695
	Iteration 4F: 3 clusters Score -5560837 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5563892.000000 Penalty: 5313.512695
	Iteration 5F: 3 clusters Score -5563892 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -5565203.500000 Penalty: 5313.512695
	Iteration 6Q: 3 clusters Score -5565204 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -5565798.000000 Penalty: 5313.512695
	Iteration 7Q: 3 clusters Score -5565798 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5566163.000000 Penalty: 5313.512695
	Iteration 8Q: 3 clusters Score -5566163 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5566486.000000 Penalty: 5313.512695
	Iteration 9Q: 3 clusters Score -5566486 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5566834.500000 Penalty: 5313.512695
	Iteration 10Q: 3 clusters Score -5566834 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -5567179.500000 Penalty: 5313.512695
	Iteration 11Q: 3 clusters Score -5567180 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5567510.000000 Penalty: 5313.512695
	Iteration 12Q: 3 clusters Score -5567510 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5567677.000000 Penalty: 5313.512695
	Iteration 13Q: 3 clusters Score -5567677 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5567774.500000 Penalty: 5313.512695
	Iteration 14Q: 3 clusters Score -5567774 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5567824.500000 Penalty: 5313.512695
	Iteration 15Q: 3 clusters Score -5567824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5567851.000000 Penalty: 5313.512695
	Iteration 16Q: 3 clusters Score -5567851 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5567878.500000 Penalty: 5313.512695
	Iteration 17Q: 3 clusters Score -5567878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5567892.000000 Penalty: 5313.512695
	Iteration 18Q: 3 clusters Score -5567892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5567907.500000 Penalty: 5313.512695
	Iteration 19Q: 3 clusters Score -5567908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5567909.500000 Penalty: 5313.512695
	Iteration 20F: 3 clusters Score -5567910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5567913.000000 Penalty: 5313.512695
	Iteration 21Q: 3 clusters Score -5567913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5567903.000000 Penalty: 5313.512695
	Iteration 22Q: 3 clusters Score -5567903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5567924.000000 Penalty: 5313.512695
	Iteration 23Q: 3 clusters Score -5567924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5567938.500000 Penalty: 5313.512695
	Iteration 24Q: 3 clusters Score -5567938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5567942.000000 Penalty: 5313.512695
	Iteration 25Q: 3 clusters Score -5567942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5567933.500000 Penalty: 5313.512695
	Iteration 26Q: 3 clusters Score -5567934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5567923.500000 Penalty: 5313.512695
	Iteration 27Q: 3 clusters Score -5567924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5567933.000000 Penalty: 5313.512695
	Iteration 28Q: 3 clusters Score -5567933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5567938.500000 Penalty: 5313.512695
	Iteration 29Q: 3 clusters Score -5567938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5567945.000000 Penalty: 5313.512695
	Iteration 30Q: 3 clusters Score -5567945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5567945.500000 Penalty: 5313.512695
	Iteration 31Q: 3 clusters Score -5567946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5567936.000000 Penalty: 5313.512695
	Iteration 32Q: 3 clusters Score -5567936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5567936.500000 Penalty: 5313.512695
	Iteration 33Q: 3 clusters Score -5567936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5567932.500000 Penalty: 5313.512695
	Iteration 34Q: 3 clusters Score -5567932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5567929.000000 Penalty: 5313.512695
	Iteration 35Q: 3 clusters Score -5567929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5567930.500000 Penalty: 5313.512695
	Iteration 36Q: 3 clusters Score -5567930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5567931.000000 Penalty: 5313.512695
	Iteration 37Q: 3 clusters Score -5567931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5567933.500000 Penalty: 5313.512695
	Iteration 38Q: 3 clusters Score -5567934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5567933.500000 Penalty: 5313.512695
	Iteration 39F: 3 clusters Score -5567934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 49194 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 15 contains 41890 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116048312.000000 Penalty: 64729.074219
Splitting cluster 15 changes total score from -116044712.000000 to -116048312.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (117735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Entering Unmasked Estep 
Score: -15046474.000000 Penalty: 2895.695557
	Iteration 0F: 2 clusters Score -1.504647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -14967866.000000 Penalty: 5791.391113
	Iteration 0F: 3 clusters Score -1.496787e+07 nChanged 55848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -14999959.000000 Penalty: 5791.391113
	Iteration 1F: 3 clusters Score -1.499996e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -15000525.000000 Penalty: 5791.391113
	Iteration 2Q: 3 clusters Score -1.500052e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -15001178.000000 Penalty: 5791.391113
	Iteration 3Q: 3 clusters Score -1.500118e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -15001778.000000 Penalty: 5791.391113
	Iteration 4Q: 3 clusters Score -1.500178e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -15002378.000000 Penalty: 5791.391113
	Iteration 5Q: 3 clusters Score -1.500238e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -15003279.000000 Penalty: 5791.391113
	Iteration 6Q: 3 clusters Score -1.500328e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -15004720.000000 Penalty: 5791.391113
	Iteration 7Q: 3 clusters Score -1.500472e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -15006889.000000 Penalty: 5791.391113
	Iteration 8Q: 3 clusters Score -1.500689e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -15010351.000000 Penalty: 5791.391113
	Iteration 9Q: 3 clusters Score -1.501035e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -15015250.000000 Penalty: 5791.391113
	Iteration 10F: 3 clusters Score -1.501525e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -15021531.000000 Penalty: 5791.391113
	Iteration 11F: 3 clusters Score -1.502153e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -15028139.000000 Penalty: 5791.391113
	Iteration 12F: 3 clusters Score -1.502814e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -15033767.000000 Penalty: 5791.391113
	Iteration 13F: 3 clusters Score -1.503377e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -15037466.000000 Penalty: 5791.391113
	Iteration 14Q: 3 clusters Score -1.503747e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -15039679.000000 Penalty: 5791.391113
	Iteration 15Q: 3 clusters Score -1.503968e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -15040990.000000 Penalty: 5791.391113
	Iteration 16Q: 3 clusters Score -1.504099e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -15041885.000000 Penalty: 5791.391113
	Iteration 17Q: 3 clusters Score -1.504188e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -15042509.000000 Penalty: 5791.391113
	Iteration 18Q: 3 clusters Score -1.504251e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -15042946.000000 Penalty: 5791.391113
	Iteration 19Q: 3 clusters Score -1.504295e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -15043224.000000 Penalty: 5791.391113
	Iteration 20F: 3 clusters Score -1.504322e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15043463.000000 Penalty: 5791.391113
	Iteration 21Q: 3 clusters Score -1.504346e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -15043629.000000 Penalty: 5791.391113
	Iteration 22Q: 3 clusters Score -1.504363e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15043756.000000 Penalty: 5791.391113
	Iteration 23Q: 3 clusters Score -1.504376e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15043901.000000 Penalty: 5791.391113
	Iteration 24Q: 3 clusters Score -1.50439e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116103 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15043956.000000 Penalty: 5791.391113
	Iteration 25Q: 3 clusters Score -1.504396e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15044015.000000 Penalty: 5791.391113
	Iteration 26Q: 3 clusters Score -1.504402e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15044057.000000 Penalty: 5791.391113
	Iteration 27Q: 3 clusters Score -1.504406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15044103.000000 Penalty: 5791.391113
	Iteration 28Q: 3 clusters Score -1.50441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15044146.000000 Penalty: 5791.391113
	Iteration 29Q: 3 clusters Score -1.504415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15044158.000000 Penalty: 5791.391113
	Iteration 30Q: 3 clusters Score -1.504416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15044172.000000 Penalty: 5791.391113
	Iteration 31Q: 3 clusters Score -1.504417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15044171.000000 Penalty: 5791.391113
	Iteration 32Q: 3 clusters Score -1.504417e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116584 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15044193.000000 Penalty: 5791.391113
	Iteration 33Q: 3 clusters Score -1.504419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -15044193.000000 Penalty: 5791.391113
	Iteration 34Q: 3 clusters Score -1.504419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15044202.000000 Penalty: 5791.391113
	Iteration 35Q: 3 clusters Score -1.50442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15044214.000000 Penalty: 5791.391113
	Iteration 36Q: 3 clusters Score -1.504421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116630 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15044212.000000 Penalty: 5791.391113
	Iteration 37Q: 3 clusters Score -1.504421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15044213.000000 Penalty: 5791.391113
	Iteration 38Q: 3 clusters Score -1.504421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15044217.000000 Penalty: 5791.391113
	Iteration 39Q: 3 clusters Score -1.504422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15044219.000000 Penalty: 5791.391113
	Iteration 40F: 3 clusters Score -1.504422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15044221.000000 Penalty: 5791.391113
	Iteration 41Q: 3 clusters Score -1.504422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15044226.000000 Penalty: 5791.391113
	Iteration 42Q: 3 clusters Score -1.504423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15044229.000000 Penalty: 5791.391113
	Iteration 43Q: 3 clusters Score -1.504423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15044245.000000 Penalty: 5791.391113
	Iteration 44Q: 3 clusters Score -1.504424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15044245.000000 Penalty: 5791.391113
	Iteration 45Q: 3 clusters Score -1.504424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116685 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15044248.000000 Penalty: 5791.391113
	Iteration 46Q: 3 clusters Score -1.504425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15044258.000000 Penalty: 5791.391113
	Iteration 47Q: 3 clusters Score -1.504426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116698 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15044264.000000 Penalty: 5791.391113
	Iteration 48Q: 3 clusters Score -1.504426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116702 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15044263.000000 Penalty: 5791.391113
	Iteration 49Q: 3 clusters Score -1.504426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15044265.000000 Penalty: 5791.391113
	Iteration 50Q: 3 clusters Score -1.504426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116706 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15044270.000000 Penalty: 5791.391113
	Iteration 51Q: 3 clusters Score -1.504427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15044261.000000 Penalty: 5791.391113
	Iteration 52Q: 3 clusters Score -1.504426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116710 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15044260.000000 Penalty: 5791.391113
	Iteration 53Q: 3 clusters Score -1.504426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15044261.000000 Penalty: 5791.391113
	Iteration 54Q: 3 clusters Score -1.504426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15044259.000000 Penalty: 5791.391113
	Iteration 55Q: 3 clusters Score -1.504426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15044257.000000 Penalty: 5791.391113
	Iteration 56Q: 3 clusters Score -1.504426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15044253.000000 Penalty: 5791.391113
	Iteration 57Q: 3 clusters Score -1.504425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15044259.000000 Penalty: 5791.391113
	Iteration 58Q: 3 clusters Score -1.504426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15044259.000000 Penalty: 5791.391113
	Iteration 59Q: 3 clusters Score -1.504426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15044259.000000 Penalty: 5791.391113
	Iteration 60F: 3 clusters Score -1.504426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116728 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15044264.000000 Penalty: 5791.391113
	Iteration 61Q: 3 clusters Score -1.504426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116735 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15044271.000000 Penalty: 5791.391113
	Iteration 62Q: 3 clusters Score -1.504427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15044273.000000 Penalty: 5791.391113
	Iteration 63Q: 3 clusters Score -1.504427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15044269.000000 Penalty: 5791.391113
	Iteration 64Q: 3 clusters Score -1.504427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15044261.000000 Penalty: 5791.391113
	Iteration 65Q: 3 clusters Score -1.504426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15044277.000000 Penalty: 5791.391113
	Iteration 66Q: 3 clusters Score -1.504428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15044267.000000 Penalty: 5791.391113
	Iteration 67Q: 3 clusters Score -1.504427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15044275.000000 Penalty: 5791.391113
	Iteration 68Q: 3 clusters Score -1.504428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15044280.000000 Penalty: 5791.391113
	Iteration 69Q: 3 clusters Score -1.504428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15044276.000000 Penalty: 5791.391113
	Iteration 70Q: 3 clusters Score -1.504428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15044276.000000 Penalty: 5791.391113
	Iteration 71F: 3 clusters Score -1.504428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -1258056.500000 Penalty: 2284.585693
	Iteration 0F: 2 clusters Score -1258056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1250353.750000 Penalty: 4569.171387
	Iteration 0F: 3 clusters Score -1250354 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1252615.125000 Penalty: 4569.171387
	Iteration 1F: 3 clusters Score -1252615 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1252988.625000 Penalty: 4569.171387
	Iteration 2F: 3 clusters Score -1252989 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1253325.875000 Penalty: 4569.171387
	Iteration 3F: 3 clusters Score -1253326 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1253659.875000 Penalty: 4569.171387
	Iteration 4Q: 3 clusters Score -1253660 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1254012.500000 Penalty: 4569.171387
	Iteration 5F: 3 clusters Score -1254012 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1254359.250000 Penalty: 4569.171387
	Iteration 6F: 3 clusters Score -1254359 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1254615.250000 Penalty: 4569.171387
	Iteration 7Q: 3 clusters Score -1254615 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1254806.000000 Penalty: 4569.171387
	Iteration 8Q: 3 clusters Score -1254806 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1254970.875000 Penalty: 4569.171387
	Iteration 9Q: 3 clusters Score -1254971 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1255125.125000 Penalty: 4569.171387
	Iteration 10Q: 3 clusters Score -1255125 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1255268.625000 Penalty: 4569.171387
	Iteration 11Q: 3 clusters Score -1255269 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1255402.625000 Penalty: 4569.171387
	Iteration 12Q: 3 clusters Score -1255403 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1255544.750000 Penalty: 4569.171387
	Iteration 13Q: 3 clusters Score -1255545 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1255655.625000 Penalty: 4569.171387
	Iteration 14Q: 3 clusters Score -1255656 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1255759.750000 Penalty: 4569.171387
	Iteration 15Q: 3 clusters Score -1255760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1255838.750000 Penalty: 4569.171387
	Iteration 16Q: 3 clusters Score -1255839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1255909.500000 Penalty: 4569.171387
	Iteration 17Q: 3 clusters Score -1255910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1255971.125000 Penalty: 4569.171387
	Iteration 18Q: 3 clusters Score -1255971 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1256018.125000 Penalty: 4569.171387
	Iteration 19Q: 3 clusters Score -1256018 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1256070.500000 Penalty: 4569.171387
	Iteration 20F: 3 clusters Score -1256070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1256120.500000 Penalty: 4569.171387
	Iteration 21Q: 3 clusters Score -1256120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1256150.000000 Penalty: 4569.171387
	Iteration 22Q: 3 clusters Score -1256150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1256177.125000 Penalty: 4569.171387
	Iteration 23Q: 3 clusters Score -1256177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1256205.750000 Penalty: 4569.171387
	Iteration 24Q: 3 clusters Score -1256206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1256239.625000 Penalty: 4569.171387
	Iteration 25Q: 3 clusters Score -1256240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1256273.375000 Penalty: 4569.171387
	Iteration 26Q: 3 clusters Score -1256273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1256307.375000 Penalty: 4569.171387
	Iteration 27Q: 3 clusters Score -1256307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1256339.625000 Penalty: 4569.171387
	Iteration 28Q: 3 clusters Score -1256340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1256376.250000 Penalty: 4569.171387
	Iteration 29Q: 3 clusters Score -1256376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1256407.625000 Penalty: 4569.171387
	Iteration 30Q: 3 clusters Score -1256408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1256436.500000 Penalty: 4569.171387
	Iteration 31Q: 3 clusters Score -1256436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1256458.750000 Penalty: 4569.171387
	Iteration 32Q: 3 clusters Score -1256459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1256471.375000 Penalty: 4569.171387
	Iteration 33Q: 3 clusters Score -1256471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1256475.375000 Penalty: 4569.171387
	Iteration 34Q: 3 clusters Score -1256475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1256480.000000 Penalty: 4569.171387
	Iteration 35Q: 3 clusters Score -1256480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1256485.625000 Penalty: 4569.171387
	Iteration 36Q: 3 clusters Score -1256486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1256491.375000 Penalty: 4569.171387
	Iteration 37Q: 3 clusters Score -1256491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1256494.750000 Penalty: 4569.171387
	Iteration 38Q: 3 clusters Score -1256495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1256495.750000 Penalty: 4569.171387
	Iteration 39Q: 3 clusters Score -1256496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1256495.625000 Penalty: 4569.171387
	Iteration 40F: 3 clusters Score -1256496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1256498.875000 Penalty: 4569.171387
	Iteration 41Q: 3 clusters Score -1256499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1256500.750000 Penalty: 4569.171387
	Iteration 42Q: 3 clusters Score -1256501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1256503.250000 Penalty: 4569.171387
	Iteration 43Q: 3 clusters Score -1256503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1256506.750000 Penalty: 4569.171387
	Iteration 44Q: 3 clusters Score -1256507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1256510.500000 Penalty: 4569.171387
	Iteration 45Q: 3 clusters Score -1256510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1256515.375000 Penalty: 4569.171387
	Iteration 46Q: 3 clusters Score -1256515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1256518.500000 Penalty: 4569.171387
	Iteration 47Q: 3 clusters Score -1256518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1256521.500000 Penalty: 4569.171387
	Iteration 48Q: 3 clusters Score -1256522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1256526.875000 Penalty: 4569.171387
	Iteration 49Q: 3 clusters Score -1256527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1256529.375000 Penalty: 4569.171387
	Iteration 50Q: 3 clusters Score -1256529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1256532.875000 Penalty: 4569.171387
	Iteration 51Q: 3 clusters Score -1256533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1256535.250000 Penalty: 4569.171387
	Iteration 52Q: 3 clusters Score -1256535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1256535.875000 Penalty: 4569.171387
	Iteration 53Q: 3 clusters Score -1256536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1256538.250000 Penalty: 4569.171387
	Iteration 54Q: 3 clusters Score -1256538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1256541.750000 Penalty: 4569.171387
	Iteration 55Q: 3 clusters Score -1256542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1256542.375000 Penalty: 4569.171387
	Iteration 56Q: 3 clusters Score -1256542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1256547.500000 Penalty: 4569.171387
	Iteration 57Q: 3 clusters Score -1256548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1256548.625000 Penalty: 4569.171387
	Iteration 58Q: 3 clusters Score -1256549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1256549.125000 Penalty: 4569.171387
	Iteration 59Q: 3 clusters Score -1256549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1256549.625000 Penalty: 4569.171387
	Iteration 60F: 3 clusters Score -1256550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1256551.125000 Penalty: 4569.171387
	Iteration 61Q: 3 clusters Score -1256551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1256551.125000 Penalty: 4569.171387
	Iteration 62F: 3 clusters Score -1256551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -272091.843750 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -272091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269392.906250 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -269392.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -270003.218750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -270003.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -270121.625000 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -270121.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -270169.906250 Penalty: 3841.521484
	Iteration 3Q: 3 clusters Score -270169.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270201.718750 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -270201.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270230.875000 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -270230.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -270257.000000 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -270257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270278.187500 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -270278.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -270312.250000 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -270312.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -270359.968750 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -270360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270396.593750 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -270396.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -270429.031250 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -270429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -270479.750000 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -270479.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -270595.968750 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -270596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270757.687500 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -270757.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -270947.937500 Penalty: 3841.521484
	Iteration 15F: 3 clusters Score -270947.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271312.156250 Penalty: 3841.521484
	Iteration 16F: 3 clusters Score -271312.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -271709.156250 Penalty: 3841.521484
	Iteration 17F: 3 clusters Score -271709.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -271985.468750 Penalty: 3841.521484
	Iteration 18F: 3 clusters Score -271985.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -272095.718750 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -272095.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -272196.187500 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -272196.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -272253.750000 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -272253.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -272296.781250 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -272296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -272317.187500 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -272317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -272330.500000 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -272330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -272339.406250 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -272339.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -272348.437500 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -272348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -272355.843750 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -272355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -272360.031250 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -272360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -272364.468750 Penalty: 3841.521484
	Iteration 29Q: 3 clusters Score -272364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -272368.687500 Penalty: 3841.521484
	Iteration 30Q: 3 clusters Score -272368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -272372.218750 Penalty: 3841.521484
	Iteration 31Q: 3 clusters Score -272372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -272374.843750 Penalty: 3841.521484
	Iteration 32Q: 3 clusters Score -272374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -272378.437500 Penalty: 3841.521484
	Iteration 33Q: 3 clusters Score -272378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -272383.406250 Penalty: 3841.521484
	Iteration 34Q: 3 clusters Score -272383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -272387.062500 Penalty: 3841.521484
	Iteration 35Q: 3 clusters Score -272387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -272388.875000 Penalty: 3841.521484
	Iteration 36Q: 3 clusters Score -272388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -272390.406250 Penalty: 3841.521484
	Iteration 37Q: 3 clusters Score -272390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -272391.375000 Penalty: 3841.521484
	Iteration 38Q: 3 clusters Score -272391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -272392.968750 Penalty: 3841.521484
	Iteration 39Q: 3 clusters Score -272393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -272393.281250 Penalty: 3841.521484
	Iteration 40F: 3 clusters Score -272393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -272394.500000 Penalty: 3841.521484
	Iteration 41Q: 3 clusters Score -272394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -272396.187500 Penalty: 3841.521484
	Iteration 42Q: 3 clusters Score -272396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -272397.343750 Penalty: 3841.521484
	Iteration 43Q: 3 clusters Score -272397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -272398.156250 Penalty: 3841.521484
	Iteration 44Q: 3 clusters Score -272398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272398.562500 Penalty: 3841.521484
	Iteration 45Q: 3 clusters Score -272398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272398.562500 Penalty: 3841.521484
	Iteration 46F: 3 clusters Score -272398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 49194 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 41890 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 31138 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116047072.000000 Penalty: 68135.867188
Splitting cluster 19 changes total score from -116044712.000000 to -116047072.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (31138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Entering Unmasked Estep 
Score: -4021318.000000 Penalty: 2565.853516
	Iteration 0F: 2 clusters Score -4021318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4000056.750000 Penalty: 5131.707031
	Iteration 0F: 3 clusters Score -4000057 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4007848.250000 Penalty: 5131.707031
	Iteration 1F: 3 clusters Score -4007848 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4008651.750000 Penalty: 5131.707031
	Iteration 2F: 3 clusters Score -4008652 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4009637.500000 Penalty: 5131.707031
	Iteration 3F: 3 clusters Score -4009638 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4010851.500000 Penalty: 5131.707031
	Iteration 4F: 3 clusters Score -4010852 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4012267.250000 Penalty: 5131.707031
	Iteration 5F: 3 clusters Score -4012267 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4013977.750000 Penalty: 5131.707031
	Iteration 6F: 3 clusters Score -4013978 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4015897.000000 Penalty: 5131.707031
	Iteration 7F: 3 clusters Score -4015897 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -4017684.250000 Penalty: 5131.707031
	Iteration 8F: 3 clusters Score -4017684 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4019179.000000 Penalty: 5131.707031
	Iteration 9F: 3 clusters Score -4019179 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4020074.000000 Penalty: 5131.707031
	Iteration 10Q: 3 clusters Score -4020074 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4020622.500000 Penalty: 5131.707031
	Iteration 11Q: 3 clusters Score -4020622 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4020961.500000 Penalty: 5131.707031
	Iteration 12Q: 3 clusters Score -4020962 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4021192.250000 Penalty: 5131.707031
	Iteration 13Q: 3 clusters Score -4021192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4021317.750000 Penalty: 5131.707031
	Iteration 14Q: 3 clusters Score -4021318 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4021393.250000 Penalty: 5131.707031
	Iteration 15Q: 3 clusters Score -4021393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4021427.000000 Penalty: 5131.707031
	Iteration 16Q: 3 clusters Score -4021427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4021440.000000 Penalty: 5131.707031
	Iteration 17Q: 3 clusters Score -4021440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4021462.250000 Penalty: 5131.707031
	Iteration 18Q: 3 clusters Score -4021462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4021465.750000 Penalty: 5131.707031
	Iteration 19Q: 3 clusters Score -4021466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4021473.500000 Penalty: 5131.707031
	Iteration 20F: 3 clusters Score -4021474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4021470.500000 Penalty: 5131.707031
	Iteration 21Q: 3 clusters Score -4021470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4021480.750000 Penalty: 5131.707031
	Iteration 22Q: 3 clusters Score -4021481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4021476.250000 Penalty: 5131.707031
	Iteration 23Q: 3 clusters Score -4021476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4021481.250000 Penalty: 5131.707031
	Iteration 24Q: 3 clusters Score -4021481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4021484.750000 Penalty: 5131.707031
	Iteration 25Q: 3 clusters Score -4021485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4021490.250000 Penalty: 5131.707031
	Iteration 26Q: 3 clusters Score -4021490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4021490.750000 Penalty: 5131.707031
	Iteration 27Q: 3 clusters Score -4021491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4021488.000000 Penalty: 5131.707031
	Iteration 28Q: 3 clusters Score -4021488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4021491.000000 Penalty: 5131.707031
	Iteration 29Q: 3 clusters Score -4021491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4021489.500000 Penalty: 5131.707031
	Iteration 30Q: 3 clusters Score -4021490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4021488.250000 Penalty: 5131.707031
	Iteration 31Q: 3 clusters Score -4021488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4021488.250000 Penalty: 5131.707031
	Iteration 32F: 3 clusters Score -4021488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 49194 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 41890 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 30046 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
Score: -116046352.000000 Penalty: 71542.664062
Splitting cluster 20 changes total score from -116044712.000000 to -116046352.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 21 (39096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Entering Unmasked Estep 
Score: -5038085.500000 Penalty: 2622.296387
	Iteration 0F: 2 clusters Score -5038086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -5011542.500000 Penalty: 5244.592773
	Iteration 0F: 3 clusters Score -5011542 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5021431.500000 Penalty: 5244.592773
	Iteration 1F: 3 clusters Score -5021432 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5022013.000000 Penalty: 5244.592773
	Iteration 2Q: 3 clusters Score -5022013 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5022584.500000 Penalty: 5244.592773
	Iteration 3Q: 3 clusters Score -5022584 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -5023225.500000 Penalty: 5244.592773
	Iteration 4Q: 3 clusters Score -5023226 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5024142.000000 Penalty: 5244.592773
	Iteration 5Q: 3 clusters Score -5024142 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5025437.000000 Penalty: 5244.592773
	Iteration 6F: 3 clusters Score -5025437 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5027351.500000 Penalty: 5244.592773
	Iteration 7F: 3 clusters Score -5027352 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5029930.000000 Penalty: 5244.592773
	Iteration 8F: 3 clusters Score -5029930 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5032866.000000 Penalty: 5244.592773
	Iteration 9F: 3 clusters Score -5032866 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5035196.000000 Penalty: 5244.592773
	Iteration 10F: 3 clusters Score -5035196 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5036496.000000 Penalty: 5244.592773
	Iteration 11Q: 3 clusters Score -5036496 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5036978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5037183.000000 Penalty: 5244.592773
	Iteration 13Q: 3 clusters Score -5037183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5037260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5037280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5037290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5037315.000000 Penalty: 5244.592773
	Iteration 17Q: 3 clusters Score -5037315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5037329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5037338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5037336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5037332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5037338.500000 Penalty: 5244.592773
	Iteration 22Q: 3 clusters Score -5037338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5037333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5037335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5037333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5037340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5037336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5037335.500000 Penalty: 5244.592773
	Iteration 28F: 3 clusters Score -5037336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 273821 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218597 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 15 contains 41890 members 
Mstep: Class 16 contains 117735 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 30046 members 
Mstep: Class 21 contains 39096 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 22 clusters Score -1.16049e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 4333 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 272456 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 218834 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 48884 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 43166 members 
Mstep: Class 16 contains 117769 members 
Mstep: Class 17 contains 10014 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 30437 members 
Mstep: Class 21 contains 38958 members 
Entering Unmasked Estep 
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Iteration 40F: 22 clusters Score -1.160522e+08 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 363 members 
Mstep: Class 3 contains 9172 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 271477 members 
Mstep: Class 7 contains 14218 members 
Mstep: Class 8 contains 218634 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 48952 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 43958 members 
Mstep: Class 16 contains 117549 members 
Mstep: Class 17 contains 9968 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 30575 members 
Mstep: Class 21 contains 38604 members 
Entering Unmasked Estep 
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Iteration 41Q: 22 clusters Score -1.160538e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 368 members 
Mstep: Class 3 contains 9657 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 270842 members 
Mstep: Class 7 contains 14219 members 
Mstep: Class 8 contains 218550 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 48934 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 44529 members 
Mstep: Class 16 contains 117231 members 
Mstep: Class 17 contains 9942 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 30698 members 
Mstep: Class 21 contains 38323 members 
Entering Unmasked Estep 
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Iteration 42Q: 22 clusters Score -1.160547e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 10052 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 270264 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 218559 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 48919 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 44971 members 
Mstep: Class 16 contains 117013 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 30767 members 
Mstep: Class 21 contains 38093 members 
Entering Unmasked Estep 
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Iteration 43Q: 22 clusters Score -1.16055e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 269760 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 218687 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48893 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3664 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 45328 members 
Mstep: Class 16 contains 116771 members 
Mstep: Class 17 contains 9912 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 30820 members 
Mstep: Class 21 contains 37884 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -1.160548e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 10564 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 269308 members 
Mstep: Class 7 contains 14196 members 
Mstep: Class 8 contains 218903 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48842 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 45637 members 
Mstep: Class 16 contains 116464 members 
Mstep: Class 17 contains 9881 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 30876 members 
Mstep: Class 21 contains 37718 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -1.160548e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 268874 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 8 contains 219155 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48789 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 3919 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 45906 members 
Mstep: Class 16 contains 116222 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 30910 members 
Mstep: Class 21 contains 37561 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -1.160545e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 268482 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 219431 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48721 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 46152 members 
Mstep: Class 16 contains 116010 members 
Mstep: Class 17 contains 9831 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 30931 members 
Mstep: Class 21 contains 37405 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -1.160545e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 268098 members 
Mstep: Class 7 contains 14194 members 
Mstep: Class 8 contains 219756 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 48670 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 46372 members 
Mstep: Class 16 contains 115795 members 
Mstep: Class 17 contains 9816 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 30956 members 
Mstep: Class 21 contains 37269 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.160544e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11052 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 267708 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 220067 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48653 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 46572 members 
Mstep: Class 16 contains 115602 members 
Mstep: Class 17 contains 9807 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 30990 members 
Mstep: Class 21 contains 37118 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.160544e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 267209 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 220346 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48639 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 46755 members 
Mstep: Class 16 contains 115510 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 31015 members 
Mstep: Class 21 contains 37008 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.160543e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 266692 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 220660 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48613 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 46938 members 
Mstep: Class 16 contains 115456 members 
Mstep: Class 17 contains 9788 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31049 members 
Mstep: Class 21 contains 36905 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.160543e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11210 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 266216 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 220959 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48618 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47087 members 
Mstep: Class 16 contains 115409 members 
Mstep: Class 17 contains 9794 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 31076 members 
Mstep: Class 21 contains 36819 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.160542e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 265737 members 
Mstep: Class 7 contains 14213 members 
Mstep: Class 8 contains 221252 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48581 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 1933 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47221 members 
Mstep: Class 16 contains 115380 members 
Mstep: Class 17 contains 9807 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 36736 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.160541e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11278 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 265247 members 
Mstep: Class 7 contains 14209 members 
Mstep: Class 8 contains 221528 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48559 members 
Mstep: Class 11 contains 2585 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47344 members 
Mstep: Class 16 contains 115397 members 
Mstep: Class 17 contains 9822 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 31117 members 
Mstep: Class 21 contains 36650 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.160537e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 264721 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 221832 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48536 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 4641 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 115399 members 
Mstep: Class 17 contains 9835 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 31150 members 
Mstep: Class 21 contains 36594 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.160533e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 264232 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 222110 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48513 members 
Mstep: Class 11 contains 2592 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47559 members 
Mstep: Class 16 contains 115414 members 
Mstep: Class 17 contains 9858 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 31162 members 
Mstep: Class 21 contains 36556 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.160532e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 263758 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 222420 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48495 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 4703 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 47639 members 
Mstep: Class 16 contains 115379 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31184 members 
Mstep: Class 21 contains 36510 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.160532e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 263303 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 222724 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48471 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 4736 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 47688 members 
Mstep: Class 16 contains 115369 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 36472 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.16053e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 262847 members 
Mstep: Class 7 contains 14204 members 
Mstep: Class 8 contains 223035 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48439 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 12 contains 4769 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 47723 members 
Mstep: Class 16 contains 115352 members 
Mstep: Class 17 contains 9900 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 36455 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.16053e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 11399 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 262396 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 223327 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 4796 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 47771 members 
Mstep: Class 16 contains 115340 members 
Mstep: Class 17 contains 9918 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31254 members 
Mstep: Class 21 contains 36438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053168.000000 Penalty: 71542.664062
Iteration 60F: 22 clusters Score -1.160532e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11415 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 261979 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 223623 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48379 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 115329 members 
Mstep: Class 17 contains 9932 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31277 members 
Mstep: Class 21 contains 36401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053088.000000 Penalty: 71542.664062
Iteration 61Q: 22 clusters Score -1.160531e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11435 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 261590 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 223886 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 48348 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 47853 members 
Mstep: Class 16 contains 115326 members 
Mstep: Class 17 contains 9941 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 31300 members 
Mstep: Class 21 contains 36381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052880.000000 Penalty: 71542.664062
Iteration 62Q: 22 clusters Score -1.160529e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 261170 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 224160 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 48312 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 47885 members 
Mstep: Class 16 contains 115357 members 
Mstep: Class 17 contains 9960 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31324 members 
Mstep: Class 21 contains 36352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052632.000000 Penalty: 71542.664062
Iteration 63Q: 22 clusters Score -1.160526e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104189 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11461 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 260695 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 224428 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 48289 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 47945 members 
Mstep: Class 16 contains 115458 members 
Mstep: Class 17 contains 9968 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31332 members 
Mstep: Class 21 contains 36323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052696.000000 Penalty: 71542.664062
Iteration 64Q: 22 clusters Score -1.160527e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 260283 members 
Mstep: Class 7 contains 14180 members 
Mstep: Class 8 contains 224666 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48272 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 115557 members 
Mstep: Class 17 contains 9982 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31329 members 
Mstep: Class 21 contains 36311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052328.000000 Penalty: 71542.664062
Iteration 65Q: 22 clusters Score -1.160523e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 259854 members 
Mstep: Class 7 contains 14170 members 
Mstep: Class 8 contains 224871 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48246 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 4902 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48030 members 
Mstep: Class 16 contains 115686 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31324 members 
Mstep: Class 21 contains 36305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052448.000000 Penalty: 71542.664062
Iteration 66Q: 22 clusters Score -1.160524e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11536 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 259377 members 
Mstep: Class 7 contains 14162 members 
Mstep: Class 8 contains 225077 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 48238 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48083 members 
Mstep: Class 16 contains 115827 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31327 members 
Mstep: Class 21 contains 36296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052480.000000 Penalty: 71542.664062
Iteration 67Q: 22 clusters Score -1.160525e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 258858 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 225304 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48219 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48132 members 
Mstep: Class 16 contains 115985 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 31324 members 
Mstep: Class 21 contains 36290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051984.000000 Penalty: 71542.664062
Iteration 68Q: 22 clusters Score -1.16052e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 258322 members 
Mstep: Class 7 contains 14157 members 
Mstep: Class 8 contains 225531 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48196 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48180 members 
Mstep: Class 16 contains 116180 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 31323 members 
Mstep: Class 21 contains 36297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051848.000000 Penalty: 71542.664062
Iteration 69Q: 22 clusters Score -1.160518e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 257742 members 
Mstep: Class 7 contains 14159 members 
Mstep: Class 8 contains 225776 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48166 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 116391 members 
Mstep: Class 17 contains 10046 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 31323 members 
Mstep: Class 21 contains 36307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051856.000000 Penalty: 71542.664062
Iteration 70Q: 22 clusters Score -1.160519e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 257128 members 
Mstep: Class 7 contains 14166 members 
Mstep: Class 8 contains 225994 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48123 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48279 members 
Mstep: Class 16 contains 116668 members 
Mstep: Class 17 contains 10057 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31330 members 
Mstep: Class 21 contains 36317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051592.000000 Penalty: 71542.664062
Iteration 71Q: 22 clusters Score -1.160516e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 256501 members 
Mstep: Class 7 contains 14157 members 
Mstep: Class 8 contains 226199 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48310 members 
Mstep: Class 16 contains 116976 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 31347 members 
Mstep: Class 21 contains 36321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051624.000000 Penalty: 71542.664062
Iteration 72Q: 22 clusters Score -1.160516e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 255852 members 
Mstep: Class 7 contains 14144 members 
Mstep: Class 8 contains 226397 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48047 members 
Mstep: Class 11 contains 2618 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48344 members 
Mstep: Class 16 contains 117332 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31356 members 
Mstep: Class 21 contains 36321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051632.000000 Penalty: 71542.664062
Iteration 73Q: 22 clusters Score -1.160516e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11628 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 255156 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 226610 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 48012 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 4983 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 117727 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 36320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051304.000000 Penalty: 71542.664062
Iteration 74Q: 22 clusters Score -1.160513e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11621 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 254416 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 226816 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47963 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48426 members 
Mstep: Class 16 contains 118176 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31372 members 
Mstep: Class 21 contains 36305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051248.000000 Penalty: 71542.664062
Iteration 75Q: 22 clusters Score -1.160512e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 253696 members 
Mstep: Class 7 contains 14121 members 
Mstep: Class 8 contains 227005 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47901 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48475 members 
Mstep: Class 16 contains 118650 members 
Mstep: Class 17 contains 10112 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 31379 members 
Mstep: Class 21 contains 36303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051320.000000 Penalty: 71542.664062
Iteration 76Q: 22 clusters Score -1.160513e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 252937 members 
Mstep: Class 7 contains 14118 members 
Mstep: Class 8 contains 227188 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47833 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 119196 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 21 contains 36311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051232.000000 Penalty: 71542.664062
Iteration 77Q: 22 clusters Score -1.160512e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11627 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 252217 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 8 contains 227366 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47746 members 
Mstep: Class 11 contains 2624 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48531 members 
Mstep: Class 16 contains 119734 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31355 members 
Mstep: Class 21 contains 36320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051200.000000 Penalty: 71542.664062
Iteration 78Q: 22 clusters Score -1.160512e+08 nChanged 1726
Entering ConstructFrom: 
Score: -116051200.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (105048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Entering Unmasked Estep 
Score: -13527510.000000 Penalty: 2867.418945
	Iteration 0F: 2 clusters Score -1.352751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -13457357.000000 Penalty: 5734.837891
	Iteration 0F: 3 clusters Score -1.345736e+07 nChanged 49439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -13485675.000000 Penalty: 5734.837891
	Iteration 1F: 3 clusters Score -1.348568e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -13486514.000000 Penalty: 5734.837891
	Iteration 2Q: 3 clusters Score -1.348651e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -13487590.000000 Penalty: 5734.837891
	Iteration 3Q: 3 clusters Score -1.348759e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -13488962.000000 Penalty: 5734.837891
	Iteration 4Q: 3 clusters Score -1.348896e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -13490943.000000 Penalty: 5734.837891
	Iteration 5Q: 3 clusters Score -1.349094e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -13493726.000000 Penalty: 5734.837891
	Iteration 6Q: 3 clusters Score -1.349373e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -13497937.000000 Penalty: 5734.837891
	Iteration 7F: 3 clusters Score -1.349794e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -13503129.000000 Penalty: 5734.837891
	Iteration 8F: 3 clusters Score -1.350313e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -13507796.000000 Penalty: 5734.837891
	Iteration 9F: 3 clusters Score -1.35078e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -13511037.000000 Penalty: 5734.837891
	Iteration 10Q: 3 clusters Score -1.351104e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -13512774.000000 Penalty: 5734.837891
	Iteration 11Q: 3 clusters Score -1.351277e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -13513866.000000 Penalty: 5734.837891
	Iteration 12Q: 3 clusters Score -1.351387e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -13514782.000000 Penalty: 5734.837891
	Iteration 13Q: 3 clusters Score -1.351478e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -13515656.000000 Penalty: 5734.837891
	Iteration 14Q: 3 clusters Score -1.351566e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -13516576.000000 Penalty: 5734.837891
	Iteration 15Q: 3 clusters Score -1.351658e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -13517445.000000 Penalty: 5734.837891
	Iteration 16Q: 3 clusters Score -1.351744e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -13518449.000000 Penalty: 5734.837891
	Iteration 17Q: 3 clusters Score -1.351845e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -13519385.000000 Penalty: 5734.837891
	Iteration 18Q: 3 clusters Score -1.351938e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -13520224.000000 Penalty: 5734.837891
	Iteration 19Q: 3 clusters Score -1.352022e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -13521041.000000 Penalty: 5734.837891
	Iteration 20F: 3 clusters Score -1.352104e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -13521815.000000 Penalty: 5734.837891
	Iteration 21Q: 3 clusters Score -1.352182e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -13522564.000000 Penalty: 5734.837891
	Iteration 22Q: 3 clusters Score -1.352256e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -13523208.000000 Penalty: 5734.837891
	Iteration 23Q: 3 clusters Score -1.352321e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -13523652.000000 Penalty: 5734.837891
	Iteration 24Q: 3 clusters Score -1.352365e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -13524017.000000 Penalty: 5734.837891
	Iteration 25Q: 3 clusters Score -1.352402e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -13524275.000000 Penalty: 5734.837891
	Iteration 26Q: 3 clusters Score -1.352428e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13524434.000000 Penalty: 5734.837891
	Iteration 27Q: 3 clusters Score -1.352443e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -13524587.000000 Penalty: 5734.837891
	Iteration 28Q: 3 clusters Score -1.352459e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -13524657.000000 Penalty: 5734.837891
	Iteration 29Q: 3 clusters Score -1.352466e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -13524731.000000 Penalty: 5734.837891
	Iteration 30Q: 3 clusters Score -1.352473e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -13524808.000000 Penalty: 5734.837891
	Iteration 31Q: 3 clusters Score -1.352481e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -13524845.000000 Penalty: 5734.837891
	Iteration 32Q: 3 clusters Score -1.352484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -13524883.000000 Penalty: 5734.837891
	Iteration 33Q: 3 clusters Score -1.352488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -13524910.000000 Penalty: 5734.837891
	Iteration 34Q: 3 clusters Score -1.352491e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -13524960.000000 Penalty: 5734.837891
	Iteration 35Q: 3 clusters Score -1.352496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -13524966.000000 Penalty: 5734.837891
	Iteration 36Q: 3 clusters Score -1.352497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -13524976.000000 Penalty: 5734.837891
	Iteration 37Q: 3 clusters Score -1.352498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -13524984.000000 Penalty: 5734.837891
	Iteration 38Q: 3 clusters Score -1.352498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -13524999.000000 Penalty: 5734.837891
	Iteration 39Q: 3 clusters Score -1.3525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 104229 members 
Entering Unmasked Estep 
Score: -13525012.000000 Penalty: 5734.837891
	Iteration 40F: 3 clusters Score -1.352501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -13525022.000000 Penalty: 5734.837891
	Iteration 41Q: 3 clusters Score -1.352502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -13525011.000000 Penalty: 5734.837891
	Iteration 42Q: 3 clusters Score -1.352501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -13525036.000000 Penalty: 5734.837891
	Iteration 43Q: 3 clusters Score -1.352504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -13525048.000000 Penalty: 5734.837891
	Iteration 44Q: 3 clusters Score -1.352505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -13525044.000000 Penalty: 5734.837891
	Iteration 45Q: 3 clusters Score -1.352504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -13525049.000000 Penalty: 5734.837891
	Iteration 46Q: 3 clusters Score -1.352505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -13525072.000000 Penalty: 5734.837891
	Iteration 47Q: 3 clusters Score -1.352507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -13525075.000000 Penalty: 5734.837891
	Iteration 48Q: 3 clusters Score -1.352508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 104324 members 
Entering Unmasked Estep 
Score: -13525079.000000 Penalty: 5734.837891
	Iteration 49Q: 3 clusters Score -1.352508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -13525073.000000 Penalty: 5734.837891
	Iteration 50Q: 3 clusters Score -1.352507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -13525082.000000 Penalty: 5734.837891
	Iteration 51Q: 3 clusters Score -1.352508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -13525080.000000 Penalty: 5734.837891
	Iteration 52Q: 3 clusters Score -1.352508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -13525085.000000 Penalty: 5734.837891
	Iteration 53Q: 3 clusters Score -1.352508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 104364 members 
Entering Unmasked Estep 
Score: -13525087.000000 Penalty: 5734.837891
	Iteration 54Q: 3 clusters Score -1.352509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -13525090.000000 Penalty: 5734.837891
	Iteration 55Q: 3 clusters Score -1.352509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -13525090.000000 Penalty: 5734.837891
	Iteration 56Q: 3 clusters Score -1.352509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -13525093.000000 Penalty: 5734.837891
	Iteration 57Q: 3 clusters Score -1.352509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -13525087.000000 Penalty: 5734.837891
	Iteration 58Q: 3 clusters Score -1.352509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -13525087.000000 Penalty: 5734.837891
	Iteration 59F: 3 clusters Score -1.352509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -40729.503906 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -40729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39381.027344 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -39381.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39636.105469 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -39636.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39773.273438 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -39773.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39867.660156 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -39867.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39952.687500 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -39952.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40056.964844 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -40056.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40167.800781 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -40167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40249.457031 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -40249.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40303.414062 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -40303.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40369.175781 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -40369.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40399.285156 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -40399.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40436.984375 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -40436.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40495.714844 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -40495.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40495.714844 Penalty: 2945.018066
	Iteration 13F: 3 clusters Score -40495.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Entering Unmasked Estep 
Score: -1417166.500000 Penalty: 2321.506592
	Iteration 0F: 2 clusters Score -1417166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1408451.000000 Penalty: 4643.013184
	Iteration 0F: 3 clusters Score -1408451 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1411025.125000 Penalty: 4643.013184
	Iteration 1F: 3 clusters Score -1411025 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1411315.000000 Penalty: 4643.013184
	Iteration 2F: 3 clusters Score -1411315 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1411506.000000 Penalty: 4643.013184
	Iteration 3Q: 3 clusters Score -1411506 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1411647.625000 Penalty: 4643.013184
	Iteration 4Q: 3 clusters Score -1411648 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1411764.250000 Penalty: 4643.013184
	Iteration 5Q: 3 clusters Score -1411764 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1411863.625000 Penalty: 4643.013184
	Iteration 6Q: 3 clusters Score -1411864 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1411968.875000 Penalty: 4643.013184
	Iteration 7Q: 3 clusters Score -1411969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1412080.750000 Penalty: 4643.013184
	Iteration 8Q: 3 clusters Score -1412081 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1412202.125000 Penalty: 4643.013184
	Iteration 9Q: 3 clusters Score -1412202 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1412320.000000 Penalty: 4643.013184
	Iteration 10Q: 3 clusters Score -1412320 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1412477.750000 Penalty: 4643.013184
	Iteration 11Q: 3 clusters Score -1412478 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1412662.125000 Penalty: 4643.013184
	Iteration 12Q: 3 clusters Score -1412662 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1412895.500000 Penalty: 4643.013184
	Iteration 13Q: 3 clusters Score -1412896 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1413175.750000 Penalty: 4643.013184
	Iteration 14Q: 3 clusters Score -1413176 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1413506.000000 Penalty: 4643.013184
	Iteration 15Q: 3 clusters Score -1413506 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1413853.500000 Penalty: 4643.013184
	Iteration 16Q: 3 clusters Score -1413854 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1414171.500000 Penalty: 4643.013184
	Iteration 17Q: 3 clusters Score -1414172 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1414443.000000 Penalty: 4643.013184
	Iteration 18Q: 3 clusters Score -1414443 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1414682.250000 Penalty: 4643.013184
	Iteration 19Q: 3 clusters Score -1414682 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1414865.500000 Penalty: 4643.013184
	Iteration 20F: 3 clusters Score -1414866 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1414986.000000 Penalty: 4643.013184
	Iteration 21Q: 3 clusters Score -1414986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1415067.125000 Penalty: 4643.013184
	Iteration 22Q: 3 clusters Score -1415067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1415138.875000 Penalty: 4643.013184
	Iteration 23Q: 3 clusters Score -1415139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1415195.625000 Penalty: 4643.013184
	Iteration 24Q: 3 clusters Score -1415196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1415240.750000 Penalty: 4643.013184
	Iteration 25Q: 3 clusters Score -1415241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1415277.250000 Penalty: 4643.013184
	Iteration 26Q: 3 clusters Score -1415277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1415305.125000 Penalty: 4643.013184
	Iteration 27Q: 3 clusters Score -1415305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1415318.500000 Penalty: 4643.013184
	Iteration 28Q: 3 clusters Score -1415318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1415330.250000 Penalty: 4643.013184
	Iteration 29Q: 3 clusters Score -1415330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1415341.375000 Penalty: 4643.013184
	Iteration 30Q: 3 clusters Score -1415341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1415356.625000 Penalty: 4643.013184
	Iteration 31Q: 3 clusters Score -1415357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1415367.750000 Penalty: 4643.013184
	Iteration 32Q: 3 clusters Score -1415368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1415375.875000 Penalty: 4643.013184
	Iteration 33Q: 3 clusters Score -1415376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1415380.000000 Penalty: 4643.013184
	Iteration 34Q: 3 clusters Score -1415380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1415382.500000 Penalty: 4643.013184
	Iteration 35Q: 3 clusters Score -1415382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1415385.000000 Penalty: 4643.013184
	Iteration 36Q: 3 clusters Score -1415385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1415386.000000 Penalty: 4643.013184
	Iteration 37Q: 3 clusters Score -1415386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1415387.375000 Penalty: 4643.013184
	Iteration 38Q: 3 clusters Score -1415387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1415387.250000 Penalty: 4643.013184
	Iteration 39Q: 3 clusters Score -1415387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1415387.250000 Penalty: 4643.013184
	Iteration 40F: 3 clusters Score -1415387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -486234.250000 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -486234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -482446.250000 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -482446.2 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -483220.281250 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -483220.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -483397.718750 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -483397.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -483495.250000 Penalty: 4093.471680
	Iteration 3Q: 3 clusters Score -483495.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -483559.843750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -483559.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -483620.531250 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -483620.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -483664.875000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -483664.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -483697.093750 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -483697.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -483721.968750 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -483722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -483742.906250 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -483742.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -483758.406250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -483758.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -483769.343750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -483769.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -483777.500000 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -483777.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -483792.156250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -483792.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -483809.156250 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -483809.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -483823.500000 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -483823.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -483831.937500 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -483831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -483836.468750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -483836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -483841.156250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -483841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -483846.750000 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -483846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -483849.250000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -483849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -483853.875000 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -483853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -483857.718750 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -483857.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -483860.406250 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -483860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -483863.281250 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -483863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -483864.531250 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -483864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -483867.125000 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -483867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -483870.250000 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -483870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -483873.031250 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -483873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -483875.500000 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -483875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -483877.093750 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -483877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -483879.281250 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -483879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -483879.781250 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -483879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -483881.531250 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -483881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -483883.250000 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -483883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -483885.250000 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -483885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -483887.343750 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -483887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -483889.093750 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -483889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -483891.531250 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -483891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -483893.656250 Penalty: 4093.471680
	Iteration 39Q: 3 clusters Score -483893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -483893.500000 Penalty: 4093.471680
	Iteration 40F: 3 clusters Score -483893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -483893.468750 Penalty: 4093.471680
	Iteration 41Q: 3 clusters Score -483893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -483892.593750 Penalty: 4093.471680
	Iteration 42Q: 3 clusters Score -483892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -483892.593750 Penalty: 4093.471680
	Iteration 43F: 3 clusters Score -483892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -146921.171875 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -146921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144915.265625 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -144915.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145538.718750 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -145538.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -146194.578125 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -146194.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -146970.312500 Penalty: 3541.664551
	Iteration 3F: 3 clusters Score -146970.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -147392.468750 Penalty: 3541.664551
	Iteration 4F: 3 clusters Score -147392.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -147625.296875 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -147625.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147700.000000 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -147700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147702.062500 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -147702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147703.453125 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -147703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147708.390625 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -147708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147711.593750 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -147711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147711.593750 Penalty: 3541.664551
	Iteration 11F: 3 clusters Score -147711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11625 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 251526 members 
Mstep: Class 7 contains 14123 members 
Mstep: Class 8 contains 227550 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 120232 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 36344 members 
Mstep: Class 22 contains 319 members 
Entering Unmasked Estep 
Score: -116050112.000000 Penalty: 74949.453125
Splitting cluster 5 changes total score from -116051200.000000 to -116050112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (251526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251526 members 
Entering Unmasked Estep 
Score: -32012686.000000 Penalty: 3083.954834
	Iteration 0F: 2 clusters Score -3.201269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -31852812.000000 Penalty: 6167.909668
	Iteration 0F: 3 clusters Score -3.185281e+07 nChanged 121457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -31923772.000000 Penalty: 6167.909668
	Iteration 1F: 3 clusters Score -3.192377e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -31925060.000000 Penalty: 6167.909668
	Iteration 2Q: 3 clusters Score -3.192506e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -31926404.000000 Penalty: 6167.909668
	Iteration 3Q: 3 clusters Score -3.19264e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -31928654.000000 Penalty: 6167.909668
	Iteration 4Q: 3 clusters Score -3.192865e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -31932052.000000 Penalty: 6167.909668
	Iteration 5Q: 3 clusters Score -3.193205e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -31937612.000000 Penalty: 6167.909668
	Iteration 6Q: 3 clusters Score -3.193761e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -31946560.000000 Penalty: 6167.909668
	Iteration 7F: 3 clusters Score -3.194656e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 177239 members 
Entering Unmasked Estep 
Score: -31957876.000000 Penalty: 6167.909668
	Iteration 8F: 3 clusters Score -3.195788e+07 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 192760 members 
Entering Unmasked Estep 
Score: -31970102.000000 Penalty: 6167.909668
	Iteration 9F: 3 clusters Score -3.19701e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 206083 members 
Entering Unmasked Estep 
Score: -31980408.000000 Penalty: 6167.909668
	Iteration 10F: 3 clusters Score -3.198041e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 216352 members 
Entering Unmasked Estep 
Score: -31988142.000000 Penalty: 6167.909668
	Iteration 11Q: 3 clusters Score -3.198814e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 223665 members 
Entering Unmasked Estep 
Score: -31993464.000000 Penalty: 6167.909668
	Iteration 12Q: 3 clusters Score -3.199346e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 228980 members 
Entering Unmasked Estep 
Score: -31997052.000000 Penalty: 6167.909668
	Iteration 13Q: 3 clusters Score -3.199705e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 232937 members 
Entering Unmasked Estep 
Score: -31999502.000000 Penalty: 6167.909668
	Iteration 14Q: 3 clusters Score -3.19995e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 235972 members 
Entering Unmasked Estep 
Score: -32001532.000000 Penalty: 6167.909668
	Iteration 15Q: 3 clusters Score -3.200153e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 238341 members 
Entering Unmasked Estep 
Score: -32003140.000000 Penalty: 6167.909668
	Iteration 16Q: 3 clusters Score -3.200314e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 240278 members 
Entering Unmasked Estep 
Score: -32004326.000000 Penalty: 6167.909668
	Iteration 17Q: 3 clusters Score -3.200433e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 241873 members 
Entering Unmasked Estep 
Score: -32005206.000000 Penalty: 6167.909668
	Iteration 18Q: 3 clusters Score -3.200521e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 243223 members 
Entering Unmasked Estep 
Score: -32006096.000000 Penalty: 6167.909668
	Iteration 19Q: 3 clusters Score -3.20061e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 244366 members 
Entering Unmasked Estep 
Score: -32006886.000000 Penalty: 6167.909668
	Iteration 20F: 3 clusters Score -3.200689e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 245301 members 
Entering Unmasked Estep 
Score: -32007354.000000 Penalty: 6167.909668
	Iteration 21Q: 3 clusters Score -3.200735e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 246108 members 
Entering Unmasked Estep 
Score: -32007744.000000 Penalty: 6167.909668
	Iteration 22Q: 3 clusters Score -3.200774e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 246777 members 
Entering Unmasked Estep 
Score: -32008112.000000 Penalty: 6167.909668
	Iteration 23Q: 3 clusters Score -3.200811e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 247334 members 
Entering Unmasked Estep 
Score: -32008332.000000 Penalty: 6167.909668
	Iteration 24Q: 3 clusters Score -3.200833e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 247784 members 
Entering Unmasked Estep 
Score: -32008594.000000 Penalty: 6167.909668
	Iteration 25Q: 3 clusters Score -3.200859e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 248162 members 
Entering Unmasked Estep 
Score: -32008814.000000 Penalty: 6167.909668
	Iteration 26Q: 3 clusters Score -3.200881e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 248478 members 
Entering Unmasked Estep 
Score: -32008988.000000 Penalty: 6167.909668
	Iteration 27Q: 3 clusters Score -3.200899e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 248727 members 
Entering Unmasked Estep 
Score: -32009130.000000 Penalty: 6167.909668
	Iteration 28Q: 3 clusters Score -3.200913e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 248947 members 
Entering Unmasked Estep 
Score: -32009236.000000 Penalty: 6167.909668
	Iteration 29Q: 3 clusters Score -3.200924e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 249135 members 
Entering Unmasked Estep 
Score: -32009356.000000 Penalty: 6167.909668
	Iteration 30Q: 3 clusters Score -3.200936e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 249282 members 
Entering Unmasked Estep 
Score: -32009400.000000 Penalty: 6167.909668
	Iteration 31Q: 3 clusters Score -3.20094e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -32009488.000000 Penalty: 6167.909668
	Iteration 32Q: 3 clusters Score -3.200949e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 249565 members 
Entering Unmasked Estep 
Score: -32009558.000000 Penalty: 6167.909668
	Iteration 33Q: 3 clusters Score -3.200956e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 249680 members 
Entering Unmasked Estep 
Score: -32009616.000000 Penalty: 6167.909668
	Iteration 34Q: 3 clusters Score -3.200962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 249761 members 
Entering Unmasked Estep 
Score: -32009644.000000 Penalty: 6167.909668
	Iteration 35Q: 3 clusters Score -3.200964e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 249833 members 
Entering Unmasked Estep 
Score: -32009726.000000 Penalty: 6167.909668
	Iteration 36Q: 3 clusters Score -3.200973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 249889 members 
Entering Unmasked Estep 
Score: -32009748.000000 Penalty: 6167.909668
	Iteration 37Q: 3 clusters Score -3.200975e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 249934 members 
Entering Unmasked Estep 
Score: -32009762.000000 Penalty: 6167.909668
	Iteration 38Q: 3 clusters Score -3.200976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 249967 members 
Entering Unmasked Estep 
Score: -32009798.000000 Penalty: 6167.909668
	Iteration 39Q: 3 clusters Score -3.20098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 250013 members 
Entering Unmasked Estep 
Score: -32009810.000000 Penalty: 6167.909668
	Iteration 40F: 3 clusters Score -3.200981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 250054 members 
Entering Unmasked Estep 
Score: -32009848.000000 Penalty: 6167.909668
	Iteration 41Q: 3 clusters Score -3.200985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 250081 members 
Entering Unmasked Estep 
Score: -32009870.000000 Penalty: 6167.909668
	Iteration 42Q: 3 clusters Score -3.200987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 250105 members 
Entering Unmasked Estep 
Score: -32009866.000000 Penalty: 6167.909668
	Iteration 43Q: 3 clusters Score -3.200987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 250119 members 
Entering Unmasked Estep 
Score: -32009876.000000 Penalty: 6167.909668
	Iteration 44Q: 3 clusters Score -3.200988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 250131 members 
Entering Unmasked Estep 
Score: -32009894.000000 Penalty: 6167.909668
	Iteration 45Q: 3 clusters Score -3.200989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 250142 members 
Entering Unmasked Estep 
Score: -32009926.000000 Penalty: 6167.909668
	Iteration 46Q: 3 clusters Score -3.200993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 250144 members 
Entering Unmasked Estep 
Score: -32009902.000000 Penalty: 6167.909668
	Iteration 47Q: 3 clusters Score -3.20099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 250149 members 
Entering Unmasked Estep 
Score: -32009912.000000 Penalty: 6167.909668
	Iteration 48Q: 3 clusters Score -3.200991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 250162 members 
Entering Unmasked Estep 
Score: -32009920.000000 Penalty: 6167.909668
	Iteration 49Q: 3 clusters Score -3.200992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 250172 members 
Entering Unmasked Estep 
Score: -32009926.000000 Penalty: 6167.909668
	Iteration 50Q: 3 clusters Score -3.200993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 250182 members 
Entering Unmasked Estep 
Score: -32009952.000000 Penalty: 6167.909668
	Iteration 51Q: 3 clusters Score -3.200995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 250186 members 
Entering Unmasked Estep 
Score: -32009934.000000 Penalty: 6167.909668
	Iteration 52Q: 3 clusters Score -3.200993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 250195 members 
Entering Unmasked Estep 
Score: -32009936.000000 Penalty: 6167.909668
	Iteration 53Q: 3 clusters Score -3.200994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 250200 members 
Entering Unmasked Estep 
Score: -32009934.000000 Penalty: 6167.909668
	Iteration 54Q: 3 clusters Score -3.200993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 250201 members 
Entering Unmasked Estep 
Score: -32009950.000000 Penalty: 6167.909668
	Iteration 55Q: 3 clusters Score -3.200995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 250202 members 
Entering Unmasked Estep 
Score: -32009948.000000 Penalty: 6167.909668
	Iteration 56Q: 3 clusters Score -3.200995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 250202 members 
Entering Unmasked Estep 
Score: -32009948.000000 Penalty: 6167.909668
	Iteration 57F: 3 clusters Score -3.200995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1841037.375000 Penalty: 2369.778809
	Iteration 0F: 2 clusters Score -1841037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1830676.750000 Penalty: 4739.557617
	Iteration 0F: 3 clusters Score -1830677 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1833745.375000 Penalty: 4739.557617
	Iteration 1F: 3 clusters Score -1833745 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1834070.875000 Penalty: 4739.557617
	Iteration 2F: 3 clusters Score -1834071 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1834332.125000 Penalty: 4739.557617
	Iteration 3Q: 3 clusters Score -1834332 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1834582.750000 Penalty: 4739.557617
	Iteration 4Q: 3 clusters Score -1834583 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1834831.125000 Penalty: 4739.557617
	Iteration 5Q: 3 clusters Score -1834831 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1835119.375000 Penalty: 4739.557617
	Iteration 6Q: 3 clusters Score -1835119 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1835472.625000 Penalty: 4739.557617
	Iteration 7Q: 3 clusters Score -1835473 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1835885.750000 Penalty: 4739.557617
	Iteration 8Q: 3 clusters Score -1835886 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1836350.500000 Penalty: 4739.557617
	Iteration 9Q: 3 clusters Score -1836350 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1836858.500000 Penalty: 4739.557617
	Iteration 10Q: 3 clusters Score -1836858 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1837325.875000 Penalty: 4739.557617
	Iteration 11Q: 3 clusters Score -1837326 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1837720.500000 Penalty: 4739.557617
	Iteration 12Q: 3 clusters Score -1837720 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1838033.500000 Penalty: 4739.557617
	Iteration 13Q: 3 clusters Score -1838034 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1838265.000000 Penalty: 4739.557617
	Iteration 14Q: 3 clusters Score -1838265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1838442.750000 Penalty: 4739.557617
	Iteration 15Q: 3 clusters Score -1838443 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1838585.750000 Penalty: 4739.557617
	Iteration 16Q: 3 clusters Score -1838586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1838685.875000 Penalty: 4739.557617
	Iteration 17Q: 3 clusters Score -1838686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1838747.000000 Penalty: 4739.557617
	Iteration 18Q: 3 clusters Score -1838747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1838807.250000 Penalty: 4739.557617
	Iteration 19Q: 3 clusters Score -1838807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1838845.750000 Penalty: 4739.557617
	Iteration 20F: 3 clusters Score -1838846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1838883.000000 Penalty: 4739.557617
	Iteration 21Q: 3 clusters Score -1838883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1838906.000000 Penalty: 4739.557617
	Iteration 22Q: 3 clusters Score -1838906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1838923.750000 Penalty: 4739.557617
	Iteration 23Q: 3 clusters Score -1838924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1838949.875000 Penalty: 4739.557617
	Iteration 24Q: 3 clusters Score -1838950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1838968.875000 Penalty: 4739.557617
	Iteration 25Q: 3 clusters Score -1838969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1838978.250000 Penalty: 4739.557617
	Iteration 26Q: 3 clusters Score -1838978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1838986.625000 Penalty: 4739.557617
	Iteration 27Q: 3 clusters Score -1838987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1838991.750000 Penalty: 4739.557617
	Iteration 28Q: 3 clusters Score -1838992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1838996.000000 Penalty: 4739.557617
	Iteration 29Q: 3 clusters Score -1838996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1838997.125000 Penalty: 4739.557617
	Iteration 30Q: 3 clusters Score -1838997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1838998.750000 Penalty: 4739.557617
	Iteration 31Q: 3 clusters Score -1838999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1838998.750000 Penalty: 4739.557617
	Iteration 32F: 3 clusters Score -1838999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (227550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227550 members 
Entering Unmasked Estep 
Score: -29097592.000000 Penalty: 3059.111084
	Iteration 0F: 2 clusters Score -2.909759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -28996428.000000 Penalty: 6118.222168
	Iteration 0F: 3 clusters Score -2.899643e+07 nChanged 109660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -29059838.000000 Penalty: 6118.222168
	Iteration 1F: 3 clusters Score -2.905984e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -29060446.000000 Penalty: 6118.222168
	Iteration 2Q: 3 clusters Score -2.906045e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -29061636.000000 Penalty: 6118.222168
	Iteration 3Q: 3 clusters Score -2.906164e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -29063138.000000 Penalty: 6118.222168
	Iteration 4Q: 3 clusters Score -2.906314e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -29065336.000000 Penalty: 6118.222168
	Iteration 5Q: 3 clusters Score -2.906534e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -29068766.000000 Penalty: 6118.222168
	Iteration 6Q: 3 clusters Score -2.906877e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143818 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -29072804.000000 Penalty: 6118.222168
	Iteration 7F: 3 clusters Score -2.90728e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -29078022.000000 Penalty: 6118.222168
	Iteration 8F: 3 clusters Score -2.907802e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -29082812.000000 Penalty: 6118.222168
	Iteration 9F: 3 clusters Score -2.908281e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -29086472.000000 Penalty: 6118.222168
	Iteration 10F: 3 clusters Score -2.908647e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190131 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -29088724.000000 Penalty: 6118.222168
	Iteration 11Q: 3 clusters Score -2.908872e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195499 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -29091520.000000 Penalty: 6118.222168
	Iteration 12Q: 3 clusters Score -2.909152e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197569 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -29094400.000000 Penalty: 6118.222168
	Iteration 13Q: 3 clusters Score -2.90944e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197872 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -29096210.000000 Penalty: 6118.222168
	Iteration 14Q: 3 clusters Score -2.909621e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197734 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -29096790.000000 Penalty: 6118.222168
	Iteration 15Q: 3 clusters Score -2.909679e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197551 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -29096922.000000 Penalty: 6118.222168
	Iteration 16Q: 3 clusters Score -2.909692e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197287 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -29097032.000000 Penalty: 6118.222168
	Iteration 17Q: 3 clusters Score -2.909703e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -29097038.000000 Penalty: 6118.222168
	Iteration 18Q: 3 clusters Score -2.909704e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -29096930.000000 Penalty: 6118.222168
	Iteration 19Q: 3 clusters Score -2.909693e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196242 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -29096938.000000 Penalty: 6118.222168
	Iteration 20F: 3 clusters Score -2.909694e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195793 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -29096948.000000 Penalty: 6118.222168
	Iteration 21Q: 3 clusters Score -2.909695e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -29097040.000000 Penalty: 6118.222168
	Iteration 22Q: 3 clusters Score -2.909704e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194636 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -29097210.000000 Penalty: 6118.222168
	Iteration 23Q: 3 clusters Score -2.909721e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193991 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -29097436.000000 Penalty: 6118.222168
	Iteration 24Q: 3 clusters Score -2.909744e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193323 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -29097696.000000 Penalty: 6118.222168
	Iteration 25Q: 3 clusters Score -2.90977e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192556 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -29097684.000000 Penalty: 6118.222168
	Iteration 26Q: 3 clusters Score -2.909768e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191670 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -29097810.000000 Penalty: 6118.222168
	Iteration 27Q: 3 clusters Score -2.909781e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190698 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -29098014.000000 Penalty: 6118.222168
	Iteration 28Q: 3 clusters Score -2.909801e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189647 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -29098394.000000 Penalty: 6118.222168
	Iteration 29Q: 3 clusters Score -2.909839e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -29098690.000000 Penalty: 6118.222168
	Iteration 30Q: 3 clusters Score -2.909869e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187260 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -29098980.000000 Penalty: 6118.222168
	Iteration 31Q: 3 clusters Score -2.909898e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185930 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -29099418.000000 Penalty: 6118.222168
	Iteration 32Q: 3 clusters Score -2.909942e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -29100068.000000 Penalty: 6118.222168
	Iteration 33Q: 3 clusters Score -2.910007e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -29100520.000000 Penalty: 6118.222168
	Iteration 34Q: 3 clusters Score -2.910052e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -29101098.000000 Penalty: 6118.222168
	Iteration 35Q: 3 clusters Score -2.91011e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180149 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -29101702.000000 Penalty: 6118.222168
	Iteration 36Q: 3 clusters Score -2.91017e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -29102118.000000 Penalty: 6118.222168
	Iteration 37Q: 3 clusters Score -2.910212e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176869 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -29102452.000000 Penalty: 6118.222168
	Iteration 38Q: 3 clusters Score -2.910245e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -29102684.000000 Penalty: 6118.222168
	Iteration 39Q: 3 clusters Score -2.910268e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -29102752.000000 Penalty: 6118.222168
	Iteration 40F: 3 clusters Score -2.910275e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -29102940.000000 Penalty: 6118.222168
	Iteration 41Q: 3 clusters Score -2.910294e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -29103382.000000 Penalty: 6118.222168
	Iteration 42Q: 3 clusters Score -2.910338e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -29103714.000000 Penalty: 6118.222168
	Iteration 43Q: 3 clusters Score -2.910371e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -29103978.000000 Penalty: 6118.222168
	Iteration 44Q: 3 clusters Score -2.910398e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -29104250.000000 Penalty: 6118.222168
	Iteration 45Q: 3 clusters Score -2.910425e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -29104572.000000 Penalty: 6118.222168
	Iteration 46Q: 3 clusters Score -2.910457e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159107 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -29104904.000000 Penalty: 6118.222168
	Iteration 47Q: 3 clusters Score -2.91049e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157080 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -29104896.000000 Penalty: 6118.222168
	Iteration 48Q: 3 clusters Score -2.91049e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -29105198.000000 Penalty: 6118.222168
	Iteration 49Q: 3 clusters Score -2.91052e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -29105340.000000 Penalty: 6118.222168
	Iteration 50Q: 3 clusters Score -2.910534e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -29105602.000000 Penalty: 6118.222168
	Iteration 51Q: 3 clusters Score -2.91056e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -29105622.000000 Penalty: 6118.222168
	Iteration 52Q: 3 clusters Score -2.910562e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -29105728.000000 Penalty: 6118.222168
	Iteration 53Q: 3 clusters Score -2.910573e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145932 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -29105620.000000 Penalty: 6118.222168
	Iteration 54Q: 3 clusters Score -2.910562e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -29105702.000000 Penalty: 6118.222168
	Iteration 55Q: 3 clusters Score -2.91057e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -29105724.000000 Penalty: 6118.222168
	Iteration 56Q: 3 clusters Score -2.910572e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -29105684.000000 Penalty: 6118.222168
	Iteration 57Q: 3 clusters Score -2.910568e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -29105812.000000 Penalty: 6118.222168
	Iteration 58Q: 3 clusters Score -2.910581e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137294 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -29105878.000000 Penalty: 6118.222168
	Iteration 59Q: 3 clusters Score -2.910588e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -29105838.000000 Penalty: 6118.222168
	Iteration 60F: 3 clusters Score -2.910584e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133444 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -29105884.000000 Penalty: 6118.222168
	Iteration 61Q: 3 clusters Score -2.910588e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -29106122.000000 Penalty: 6118.222168
	Iteration 62Q: 3 clusters Score -2.910612e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129333 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -29106224.000000 Penalty: 6118.222168
	Iteration 63Q: 3 clusters Score -2.910622e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -29106342.000000 Penalty: 6118.222168
	Iteration 64Q: 3 clusters Score -2.910634e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -29106402.000000 Penalty: 6118.222168
	Iteration 65Q: 3 clusters Score -2.91064e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122341 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -29106468.000000 Penalty: 6118.222168
	Iteration 66Q: 3 clusters Score -2.910647e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -29106406.000000 Penalty: 6118.222168
	Iteration 67Q: 3 clusters Score -2.910641e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -29106348.000000 Penalty: 6118.222168
	Iteration 68Q: 3 clusters Score -2.910635e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -29106466.000000 Penalty: 6118.222168
	Iteration 69Q: 3 clusters Score -2.910647e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111150 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -29106552.000000 Penalty: 6118.222168
	Iteration 70Q: 3 clusters Score -2.910655e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -29106820.000000 Penalty: 6118.222168
	Iteration 71Q: 3 clusters Score -2.910682e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -29107092.000000 Penalty: 6118.222168
	Iteration 72Q: 3 clusters Score -2.910709e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -29107266.000000 Penalty: 6118.222168
	Iteration 73Q: 3 clusters Score -2.910727e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 131910 members 
Entering Unmasked Estep 
Score: -29107738.000000 Penalty: 6118.222168
	Iteration 74Q: 3 clusters Score -2.910774e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -29108236.000000 Penalty: 6118.222168
	Iteration 75Q: 3 clusters Score -2.910824e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -29108756.000000 Penalty: 6118.222168
	Iteration 76Q: 3 clusters Score -2.910876e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -29109272.000000 Penalty: 6118.222168
	Iteration 77Q: 3 clusters Score -2.910927e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -29109634.000000 Penalty: 6118.222168
	Iteration 78Q: 3 clusters Score -2.910963e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -29109714.000000 Penalty: 6118.222168
	Iteration 79F: 3 clusters Score -2.910971e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 187230 members 
Entering Unmasked Estep 
Score: -29108250.000000 Penalty: 6118.222168
	Iteration 80F: 3 clusters Score -2.910825e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 200754 members 
Entering Unmasked Estep 
Score: -29104986.000000 Penalty: 6118.222168
	Iteration 81F: 3 clusters Score -2.910499e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -29101730.000000 Penalty: 6118.222168
	Iteration 82Q: 3 clusters Score -2.910173e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 215057 members 
Entering Unmasked Estep 
Score: -29099652.000000 Penalty: 6118.222168
	Iteration 83Q: 3 clusters Score -2.909965e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -29098590.000000 Penalty: 6118.222168
	Iteration 84Q: 3 clusters Score -2.909859e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 220354 members 
Entering Unmasked Estep 
Score: -29097822.000000 Penalty: 6118.222168
	Iteration 85Q: 3 clusters Score -2.909782e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 221819 members 
Entering Unmasked Estep 
Score: -29097240.000000 Penalty: 6118.222168
	Iteration 86Q: 3 clusters Score -2.909724e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 222813 members 
Entering Unmasked Estep 
Score: -29096914.000000 Penalty: 6118.222168
	Iteration 87Q: 3 clusters Score -2.909691e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -29096712.000000 Penalty: 6118.222168
	Iteration 88Q: 3 clusters Score -2.909671e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 224223 members 
Entering Unmasked Estep 
Score: -29096464.000000 Penalty: 6118.222168
	Iteration 89Q: 3 clusters Score -2.909646e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 224705 members 
Entering Unmasked Estep 
Score: -29096284.000000 Penalty: 6118.222168
	Iteration 90Q: 3 clusters Score -2.909628e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 225065 members 
Entering Unmasked Estep 
Score: -29096104.000000 Penalty: 6118.222168
	Iteration 91Q: 3 clusters Score -2.90961e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 225380 members 
Entering Unmasked Estep 
Score: -29095896.000000 Penalty: 6118.222168
	Iteration 92Q: 3 clusters Score -2.90959e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 225638 members 
Entering Unmasked Estep 
Score: -29095804.000000 Penalty: 6118.222168
	Iteration 93Q: 3 clusters Score -2.90958e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 225839 members 
Entering Unmasked Estep 
Score: -29095742.000000 Penalty: 6118.222168
	Iteration 94Q: 3 clusters Score -2.909574e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 225990 members 
Entering Unmasked Estep 
Score: -29095744.000000 Penalty: 6118.222168
	Iteration 95Q: 3 clusters Score -2.909574e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 226104 members 
Entering Unmasked Estep 
Score: -29095744.000000 Penalty: 6118.222168
	Iteration 96Q: 3 clusters Score -2.909574e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 226188 members 
Entering Unmasked Estep 
Score: -29095790.000000 Penalty: 6118.222168
	Iteration 97Q: 3 clusters Score -2.909579e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 226251 members 
Entering Unmasked Estep 
Score: -29095770.000000 Penalty: 6118.222168
	Iteration 98Q: 3 clusters Score -2.909577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 226300 members 
Entering Unmasked Estep 
Score: -29095756.000000 Penalty: 6118.222168
	Iteration 99Q: 3 clusters Score -2.909576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 226344 members 
Entering Unmasked Estep 
Score: -29095724.000000 Penalty: 6118.222168
	Iteration 100F: 3 clusters Score -2.909572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 226388 members 
Entering Unmasked Estep 
Score: -29095698.000000 Penalty: 6118.222168
	Iteration 101Q: 3 clusters Score -2.90957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 226429 members 
Entering Unmasked Estep 
Score: -29095678.000000 Penalty: 6118.222168
	Iteration 102Q: 3 clusters Score -2.909568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 226460 members 
Entering Unmasked Estep 
Score: -29095668.000000 Penalty: 6118.222168
	Iteration 103Q: 3 clusters Score -2.909567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 226487 members 
Entering Unmasked Estep 
Score: -29095674.000000 Penalty: 6118.222168
	Iteration 104Q: 3 clusters Score -2.909567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 226513 members 
Entering Unmasked Estep 
Score: -29095656.000000 Penalty: 6118.222168
	Iteration 105Q: 3 clusters Score -2.909566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 226541 members 
Entering Unmasked Estep 
Score: -29095638.000000 Penalty: 6118.222168
	Iteration 106Q: 3 clusters Score -2.909564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 226561 members 
Entering Unmasked Estep 
Score: -29095632.000000 Penalty: 6118.222168
	Iteration 107Q: 3 clusters Score -2.909563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 226580 members 
Entering Unmasked Estep 
Score: -29095612.000000 Penalty: 6118.222168
	Iteration 108Q: 3 clusters Score -2.909561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 226592 members 
Entering Unmasked Estep 
Score: -29095602.000000 Penalty: 6118.222168
	Iteration 109Q: 3 clusters Score -2.90956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 226606 members 
Entering Unmasked Estep 
Score: -29095586.000000 Penalty: 6118.222168
	Iteration 110Q: 3 clusters Score -2.909559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 226619 members 
Entering Unmasked Estep 
Score: -29095614.000000 Penalty: 6118.222168
	Iteration 111Q: 3 clusters Score -2.909561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 226626 members 
Entering Unmasked Estep 
Score: -29095596.000000 Penalty: 6118.222168
	Iteration 112Q: 3 clusters Score -2.90956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 226633 members 
Entering Unmasked Estep 
Score: -29095588.000000 Penalty: 6118.222168
	Iteration 113Q: 3 clusters Score -2.909559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 226635 members 
Entering Unmasked Estep 
Score: -29095604.000000 Penalty: 6118.222168
	Iteration 114Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 226635 members 
Entering Unmasked Estep 
Score: -29095596.000000 Penalty: 6118.222168
	Iteration 115Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 226635 members 
Entering Unmasked Estep 
Score: -29095588.000000 Penalty: 6118.222168
	Iteration 116Q: 3 clusters Score -2.909559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 226638 members 
Entering Unmasked Estep 
Score: -29095586.000000 Penalty: 6118.222168
	Iteration 117Q: 3 clusters Score -2.909559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 226640 members 
Entering Unmasked Estep 
Score: -29095596.000000 Penalty: 6118.222168
	Iteration 118Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 226642 members 
Entering Unmasked Estep 
Score: -29095588.000000 Penalty: 6118.222168
	Iteration 119Q: 3 clusters Score -2.909559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 226642 members 
Entering Unmasked Estep 
Score: -29095594.000000 Penalty: 6118.222168
	Iteration 120F: 3 clusters Score -2.909559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 226644 members 
Entering Unmasked Estep 
Score: -29095586.000000 Penalty: 6118.222168
	Iteration 121Q: 3 clusters Score -2.909559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 226645 members 
Entering Unmasked Estep 
Score: -29095588.000000 Penalty: 6118.222168
	Iteration 122Q: 3 clusters Score -2.909559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 226648 members 
Entering Unmasked Estep 
Score: -29095600.000000 Penalty: 6118.222168
	Iteration 123Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 226648 members 
Entering Unmasked Estep 
Score: -29095608.000000 Penalty: 6118.222168
	Iteration 124Q: 3 clusters Score -2.909561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 226649 members 
Entering Unmasked Estep 
Score: -29095596.000000 Penalty: 6118.222168
	Iteration 125Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 226649 members 
Entering Unmasked Estep 
Score: -29095590.000000 Penalty: 6118.222168
	Iteration 126Q: 3 clusters Score -2.909559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 226650 members 
Entering Unmasked Estep 
Score: -29095602.000000 Penalty: 6118.222168
	Iteration 127Q: 3 clusters Score -2.90956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 226652 members 
Entering Unmasked Estep 
Score: -29095594.000000 Penalty: 6118.222168
	Iteration 128Q: 3 clusters Score -2.909559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 226653 members 
Entering Unmasked Estep 
Score: -29095594.000000 Penalty: 6118.222168
	Iteration 129Q: 3 clusters Score -2.909559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 226656 members 
Entering Unmasked Estep 
Score: -29095612.000000 Penalty: 6118.222168
	Iteration 130Q: 3 clusters Score -2.909561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 226657 members 
Entering Unmasked Estep 
Score: -29095606.000000 Penalty: 6118.222168
	Iteration 131Q: 3 clusters Score -2.909561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 226660 members 
Entering Unmasked Estep 
Score: -29095608.000000 Penalty: 6118.222168
	Iteration 132Q: 3 clusters Score -2.909561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 226666 members 
Entering Unmasked Estep 
Score: -29095606.000000 Penalty: 6118.222168
	Iteration 133Q: 3 clusters Score -2.909561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 226669 members 
Entering Unmasked Estep 
Score: -29095596.000000 Penalty: 6118.222168
	Iteration 134Q: 3 clusters Score -2.90956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 226673 members 
Entering Unmasked Estep 
Score: -29095584.000000 Penalty: 6118.222168
	Iteration 135Q: 3 clusters Score -2.909558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 226676 members 
Entering Unmasked Estep 
Score: -29095584.000000 Penalty: 6118.222168
	Iteration 136Q: 3 clusters Score -2.909558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 226680 members 
Entering Unmasked Estep 
Score: -29095594.000000 Penalty: 6118.222168
	Iteration 137Q: 3 clusters Score -2.909559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 226685 members 
Entering Unmasked Estep 
Score: -29095588.000000 Penalty: 6118.222168
	Iteration 138Q: 3 clusters Score -2.909559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 226687 members 
Entering Unmasked Estep 
Score: -29095592.000000 Penalty: 6118.222168
	Iteration 139Q: 3 clusters Score -2.909559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 226687 members 
Entering Unmasked Estep 
Score: -29095590.000000 Penalty: 6118.222168
	Iteration 140F: 3 clusters Score -2.909559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 226688 members 
Entering Unmasked Estep 
Score: -29095604.000000 Penalty: 6118.222168
	Iteration 141Q: 3 clusters Score -2.90956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 226688 members 
Entering Unmasked Estep 
Score: -29095628.000000 Penalty: 6118.222168
	Iteration 142Q: 3 clusters Score -2.909563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 226690 members 
Entering Unmasked Estep 
Score: -29095602.000000 Penalty: 6118.222168
	Iteration 143Q: 3 clusters Score -2.90956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 226690 members 
Entering Unmasked Estep 
Score: -29095602.000000 Penalty: 6118.222168
	Iteration 144F: 3 clusters Score -2.90956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -138975.906250 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -138975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136982.140625 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -136982.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137412.265625 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -137412.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137785.718750 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -137785.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138027.500000 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -138027.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138194.953125 Penalty: 3498.149658
	Iteration 4F: 3 clusters Score -138195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138304.578125 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -138304.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -138373.156250 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -138373.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138417.703125 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -138417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -138445.953125 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -138446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -138476.468750 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -138476.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -138511.421875 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -138511.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138544.140625 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -138544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -138585.218750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -138585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138634.953125 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -138635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138705.640625 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -138705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -138775.171875 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -138775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138881.796875 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -138881.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -138972.515625 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -138972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139022.453125 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -139022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139049.296875 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -139049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139062.531250 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -139062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139075.984375 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -139076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139078.687500 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -139078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -139080.328125 Penalty: 3498.149658
	Iteration 23Q: 3 clusters Score -139080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -139080.328125 Penalty: 3498.149658
	Iteration 24F: 3 clusters Score -139080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11625 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 251526 members 
Mstep: Class 7 contains 14123 members 
Mstep: Class 8 contains 227550 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 120232 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 36344 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
Score: -116049480.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116051200.000000 to -116049480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (47667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Entering Unmasked Estep 
Score: -6144613.000000 Penalty: 2671.454590
	Iteration 0F: 2 clusters Score -6144613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -6112369.000000 Penalty: 5342.909180
	Iteration 0F: 3 clusters Score -6112369 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6124633.000000 Penalty: 5342.909180
	Iteration 1F: 3 clusters Score -6124633 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6125154.500000 Penalty: 5342.909180
	Iteration 2Q: 3 clusters Score -6125154 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6125629.500000 Penalty: 5342.909180
	Iteration 3Q: 3 clusters Score -6125630 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6126018.500000 Penalty: 5342.909180
	Iteration 4Q: 3 clusters Score -6126018 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -6126434.500000 Penalty: 5342.909180
	Iteration 5Q: 3 clusters Score -6126434 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6126898.000000 Penalty: 5342.909180
	Iteration 6Q: 3 clusters Score -6126898 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6127313.000000 Penalty: 5342.909180
	Iteration 7Q: 3 clusters Score -6127313 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -6127846.000000 Penalty: 5342.909180
	Iteration 8Q: 3 clusters Score -6127846 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6128485.000000 Penalty: 5342.909180
	Iteration 9Q: 3 clusters Score -6128485 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6129362.000000 Penalty: 5342.909180
	Iteration 10Q: 3 clusters Score -6129362 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6130404.000000 Penalty: 5342.909180
	Iteration 11Q: 3 clusters Score -6130404 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -6131580.000000 Penalty: 5342.909180
	Iteration 12Q: 3 clusters Score -6131580 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -6133112.000000 Penalty: 5342.909180
	Iteration 13Q: 3 clusters Score -6133112 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -6135015.500000 Penalty: 5342.909180
	Iteration 14Q: 3 clusters Score -6135016 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6137173.000000 Penalty: 5342.909180
	Iteration 15Q: 3 clusters Score -6137173 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6139101.000000 Penalty: 5342.909180
	Iteration 16Q: 3 clusters Score -6139101 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -6140186.000000 Penalty: 5342.909180
	Iteration 17Q: 3 clusters Score -6140186 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -6140731.000000 Penalty: 5342.909180
	Iteration 18Q: 3 clusters Score -6140731 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -6141038.000000 Penalty: 5342.909180
	Iteration 19Q: 3 clusters Score -6141038 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -6141252.500000 Penalty: 5342.909180
	Iteration 20F: 3 clusters Score -6141252 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6141384.500000 Penalty: 5342.909180
	Iteration 21Q: 3 clusters Score -6141384 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6141489.500000 Penalty: 5342.909180
	Iteration 22Q: 3 clusters Score -6141490 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6141534.500000 Penalty: 5342.909180
	Iteration 23Q: 3 clusters Score -6141534 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -6141610.000000 Penalty: 5342.909180
	Iteration 24Q: 3 clusters Score -6141610 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6141635.500000 Penalty: 5342.909180
	Iteration 25Q: 3 clusters Score -6141636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -6141661.500000 Penalty: 5342.909180
	Iteration 26Q: 3 clusters Score -6141662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -6141669.000000 Penalty: 5342.909180
	Iteration 27Q: 3 clusters Score -6141669 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -6141690.500000 Penalty: 5342.909180
	Iteration 28Q: 3 clusters Score -6141690 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6141720.500000 Penalty: 5342.909180
	Iteration 29Q: 3 clusters Score -6141720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6141744.500000 Penalty: 5342.909180
	Iteration 30Q: 3 clusters Score -6141744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -6141743.500000 Penalty: 5342.909180
	Iteration 31Q: 3 clusters Score -6141744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -6141763.500000 Penalty: 5342.909180
	Iteration 32Q: 3 clusters Score -6141764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -6141789.000000 Penalty: 5342.909180
	Iteration 33Q: 3 clusters Score -6141789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6141803.500000 Penalty: 5342.909180
	Iteration 34Q: 3 clusters Score -6141804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6141798.000000 Penalty: 5342.909180
	Iteration 35Q: 3 clusters Score -6141798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -6141824.500000 Penalty: 5342.909180
	Iteration 36Q: 3 clusters Score -6141824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -6141834.500000 Penalty: 5342.909180
	Iteration 37Q: 3 clusters Score -6141834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -6141841.500000 Penalty: 5342.909180
	Iteration 38Q: 3 clusters Score -6141842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -6141858.500000 Penalty: 5342.909180
	Iteration 39Q: 3 clusters Score -6141858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -6141860.000000 Penalty: 5342.909180
	Iteration 40F: 3 clusters Score -6141860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -6141860.000000 Penalty: 5342.909180
	Iteration 41Q: 3 clusters Score -6141860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6141860.000000 Penalty: 5342.909180
	Iteration 42Q: 3 clusters Score -6141860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -6141876.000000 Penalty: 5342.909180
	Iteration 43Q: 3 clusters Score -6141876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6141874.500000 Penalty: 5342.909180
	Iteration 44Q: 3 clusters Score -6141874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6141872.000000 Penalty: 5342.909180
	Iteration 45Q: 3 clusters Score -6141872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -6141873.000000 Penalty: 5342.909180
	Iteration 46Q: 3 clusters Score -6141873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -6141882.500000 Penalty: 5342.909180
	Iteration 47Q: 3 clusters Score -6141882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6141890.500000 Penalty: 5342.909180
	Iteration 48Q: 3 clusters Score -6141890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -6141863.000000 Penalty: 5342.909180
	Iteration 49Q: 3 clusters Score -6141863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6141861.500000 Penalty: 5342.909180
	Iteration 50Q: 3 clusters Score -6141862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -6141860.500000 Penalty: 5342.909180
	Iteration 51Q: 3 clusters Score -6141860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -6141856.000000 Penalty: 5342.909180
	Iteration 52Q: 3 clusters Score -6141856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -6141855.000000 Penalty: 5342.909180
	Iteration 53Q: 3 clusters Score -6141855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6141856.500000 Penalty: 5342.909180
	Iteration 54Q: 3 clusters Score -6141856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6141852.000000 Penalty: 5342.909180
	Iteration 55Q: 3 clusters Score -6141852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6141851.000000 Penalty: 5342.909180
	Iteration 56Q: 3 clusters Score -6141851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6141854.500000 Penalty: 5342.909180
	Iteration 57Q: 3 clusters Score -6141854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6141857.500000 Penalty: 5342.909180
	Iteration 58Q: 3 clusters Score -6141858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -6141854.500000 Penalty: 5342.909180
	Iteration 59Q: 3 clusters Score -6141854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6141845.000000 Penalty: 5342.909180
	Iteration 60F: 3 clusters Score -6141845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -6141850.000000 Penalty: 5342.909180
	Iteration 61Q: 3 clusters Score -6141850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -6141850.500000 Penalty: 5342.909180
	Iteration 62Q: 3 clusters Score -6141850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6141850.500000 Penalty: 5342.909180
	Iteration 63Q: 3 clusters Score -6141850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -6141858.000000 Penalty: 5342.909180
	Iteration 64Q: 3 clusters Score -6141858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6141858.500000 Penalty: 5342.909180
	Iteration 65Q: 3 clusters Score -6141858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6141855.000000 Penalty: 5342.909180
	Iteration 66Q: 3 clusters Score -6141855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6141849.500000 Penalty: 5342.909180
	Iteration 67Q: 3 clusters Score -6141850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6141857.000000 Penalty: 5342.909180
	Iteration 68Q: 3 clusters Score -6141857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6141855.000000 Penalty: 5342.909180
	Iteration 69Q: 3 clusters Score -6141855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -6141853.500000 Penalty: 5342.909180
	Iteration 70Q: 3 clusters Score -6141854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -6141853.500000 Penalty: 5342.909180
	Iteration 71F: 3 clusters Score -6141854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -330041.656250 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -330041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -326984.031250 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -326984 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -327617.406250 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -327617.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327793.250000 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -327793.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -327885.281250 Penalty: 3905.304443
	Iteration 3Q: 3 clusters Score -327885.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327949.125000 Penalty: 3905.304443
	Iteration 4Q: 3 clusters Score -327949.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -328014.906250 Penalty: 3905.304443
	Iteration 5Q: 3 clusters Score -328014.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -328061.500000 Penalty: 3905.304443
	Iteration 6Q: 3 clusters Score -328061.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -328099.937500 Penalty: 3905.304443
	Iteration 7Q: 3 clusters Score -328099.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -328127.593750 Penalty: 3905.304443
	Iteration 8Q: 3 clusters Score -328127.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -328148.656250 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -328148.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -328171.968750 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -328172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -328195.093750 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -328195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -328216.656250 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -328216.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -328241.437500 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -328241.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -328273.500000 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -328273.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -328300.531250 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -328300.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -328320.781250 Penalty: 3905.304443
	Iteration 16Q: 3 clusters Score -328320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -328332.031250 Penalty: 3905.304443
	Iteration 17Q: 3 clusters Score -328332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -328344.968750 Penalty: 3905.304443
	Iteration 18Q: 3 clusters Score -328345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -328357.156250 Penalty: 3905.304443
	Iteration 19Q: 3 clusters Score -328357.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -328370.593750 Penalty: 3905.304443
	Iteration 20F: 3 clusters Score -328370.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -328380.031250 Penalty: 3905.304443
	Iteration 21Q: 3 clusters Score -328380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -328393.031250 Penalty: 3905.304443
	Iteration 22Q: 3 clusters Score -328393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -328403.843750 Penalty: 3905.304443
	Iteration 23Q: 3 clusters Score -328403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -328413.843750 Penalty: 3905.304443
	Iteration 24Q: 3 clusters Score -328413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -328422.812500 Penalty: 3905.304443
	Iteration 25Q: 3 clusters Score -328422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -328431.093750 Penalty: 3905.304443
	Iteration 26Q: 3 clusters Score -328431.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -328441.656250 Penalty: 3905.304443
	Iteration 27Q: 3 clusters Score -328441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -328452.437500 Penalty: 3905.304443
	Iteration 28Q: 3 clusters Score -328452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -328458.968750 Penalty: 3905.304443
	Iteration 29Q: 3 clusters Score -328459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -328464.750000 Penalty: 3905.304443
	Iteration 30Q: 3 clusters Score -328464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -328470.000000 Penalty: 3905.304443
	Iteration 31Q: 3 clusters Score -328470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -328474.187500 Penalty: 3905.304443
	Iteration 32Q: 3 clusters Score -328474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -328477.031250 Penalty: 3905.304443
	Iteration 33Q: 3 clusters Score -328477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -328481.250000 Penalty: 3905.304443
	Iteration 34Q: 3 clusters Score -328481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -328483.312500 Penalty: 3905.304443
	Iteration 35Q: 3 clusters Score -328483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -328486.250000 Penalty: 3905.304443
	Iteration 36Q: 3 clusters Score -328486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -328489.687500 Penalty: 3905.304443
	Iteration 37Q: 3 clusters Score -328489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -328492.750000 Penalty: 3905.304443
	Iteration 38Q: 3 clusters Score -328492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -328493.437500 Penalty: 3905.304443
	Iteration 39Q: 3 clusters Score -328493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -328494.906250 Penalty: 3905.304443
	Iteration 40F: 3 clusters Score -328494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -328495.500000 Penalty: 3905.304443
	Iteration 41Q: 3 clusters Score -328495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -328495.500000 Penalty: 3905.304443
	Iteration 42F: 3 clusters Score -328495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -608396.187500 Penalty: 2112.809082
	Iteration 0F: 2 clusters Score -608396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -603876.562500 Penalty: 4225.618164
	Iteration 0F: 3 clusters Score -603876.6 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605039.062500 Penalty: 4225.618164
	Iteration 1F: 3 clusters Score -605039.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -605350.500000 Penalty: 4225.618164
	Iteration 2F: 3 clusters Score -605350.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -605560.875000 Penalty: 4225.618164
	Iteration 3F: 3 clusters Score -605560.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -605761.250000 Penalty: 4225.618164
	Iteration 4Q: 3 clusters Score -605761.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -605983.062500 Penalty: 4225.618164
	Iteration 5Q: 3 clusters Score -605983.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -606233.437500 Penalty: 4225.618164
	Iteration 6Q: 3 clusters Score -606233.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -606457.500000 Penalty: 4225.618164
	Iteration 7Q: 3 clusters Score -606457.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -606608.750000 Penalty: 4225.618164
	Iteration 8Q: 3 clusters Score -606608.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -606747.750000 Penalty: 4225.618164
	Iteration 9Q: 3 clusters Score -606747.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -606868.750000 Penalty: 4225.618164
	Iteration 10Q: 3 clusters Score -606868.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -606983.000000 Penalty: 4225.618164
	Iteration 11Q: 3 clusters Score -606983 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -607099.437500 Penalty: 4225.618164
	Iteration 12Q: 3 clusters Score -607099.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -607201.687500 Penalty: 4225.618164
	Iteration 13Q: 3 clusters Score -607201.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -607293.812500 Penalty: 4225.618164
	Iteration 14Q: 3 clusters Score -607293.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -607384.250000 Penalty: 4225.618164
	Iteration 15Q: 3 clusters Score -607384.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -607458.625000 Penalty: 4225.618164
	Iteration 16Q: 3 clusters Score -607458.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -607521.062500 Penalty: 4225.618164
	Iteration 17Q: 3 clusters Score -607521.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -607566.062500 Penalty: 4225.618164
	Iteration 18Q: 3 clusters Score -607566.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -607590.125000 Penalty: 4225.618164
	Iteration 19Q: 3 clusters Score -607590.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -607603.375000 Penalty: 4225.618164
	Iteration 20F: 3 clusters Score -607603.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -607614.937500 Penalty: 4225.618164
	Iteration 21Q: 3 clusters Score -607614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -607620.437500 Penalty: 4225.618164
	Iteration 22Q: 3 clusters Score -607620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -607622.625000 Penalty: 4225.618164
	Iteration 23Q: 3 clusters Score -607622.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -607627.687500 Penalty: 4225.618164
	Iteration 24Q: 3 clusters Score -607627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -607633.375000 Penalty: 4225.618164
	Iteration 25Q: 3 clusters Score -607633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -607636.062500 Penalty: 4225.618164
	Iteration 26Q: 3 clusters Score -607636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -607637.562500 Penalty: 4225.618164
	Iteration 27Q: 3 clusters Score -607637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -607639.250000 Penalty: 4225.618164
	Iteration 28Q: 3 clusters Score -607639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -607641.687500 Penalty: 4225.618164
	Iteration 29Q: 3 clusters Score -607641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -607641.625000 Penalty: 4225.618164
	Iteration 30Q: 3 clusters Score -607641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -607642.187500 Penalty: 4225.618164
	Iteration 31Q: 3 clusters Score -607642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -607642.187500 Penalty: 4225.618164
	Iteration 32F: 3 clusters Score -607642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -253097.296875 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -253097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -250466.265625 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -250466.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -250919.437500 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -250919.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -251047.765625 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -251047.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -251127.734375 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -251127.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251188.015625 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -251188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251230.531250 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -251230.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -251276.093750 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -251276.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251317.046875 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -251317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -251354.796875 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -251354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -251382.015625 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -251382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -251405.046875 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -251405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -251421.843750 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -251421.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251436.437500 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -251436.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251447.859375 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -251447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251463.171875 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -251463.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -251476.015625 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -251476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -251488.718750 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -251488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -251503.156250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -251503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -251513.281250 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -251513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -251522.359375 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -251522.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -251528.593750 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -251528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -251532.906250 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -251532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -251536.890625 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -251536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -251541.109375 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -251541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -251548.875000 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -251548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -251551.093750 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -251551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -251552.625000 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -251552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251553.484375 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -251553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -251554.093750 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -251554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -251554.093750 Penalty: 3774.491699
	Iteration 29F: 3 clusters Score -251554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48557.671875 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48557.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47138.628906 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47138.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47334.769531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47334.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47430.511719 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -47430.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47484.101562 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47502.671875 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -47502.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47505.054688 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -47505.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47509.593750 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -47509.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47510.894531 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -47510.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47517.511719 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -47517.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47523.773438 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -47523.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47526.203125 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -47526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47534.484375 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -47534.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47534.484375 Penalty: 3021.289795
	Iteration 12F: 3 clusters Score -47534.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Entering Unmasked Estep 
Score: -6061452.000000 Penalty: 2675.996338
	Iteration 0F: 2 clusters Score -6061452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6028687.500000 Penalty: 5351.992676
	Iteration 0F: 3 clusters Score -6028688 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -6041056.500000 Penalty: 5351.992676
	Iteration 1F: 3 clusters Score -6041056 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6041709.500000 Penalty: 5351.992676
	Iteration 2Q: 3 clusters Score -6041710 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -6042434.500000 Penalty: 5351.992676
	Iteration 3Q: 3 clusters Score -6042434 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -6043309.500000 Penalty: 5351.992676
	Iteration 4Q: 3 clusters Score -6043310 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6044666.000000 Penalty: 5351.992676
	Iteration 5F: 3 clusters Score -6044666 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6046677.500000 Penalty: 5351.992676
	Iteration 6F: 3 clusters Score -6046678 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -6049703.000000 Penalty: 5351.992676
	Iteration 7F: 3 clusters Score -6049703 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -6053203.000000 Penalty: 5351.992676
	Iteration 8F: 3 clusters Score -6053203 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -6056188.500000 Penalty: 5351.992676
	Iteration 9F: 3 clusters Score -6056188 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6057940.500000 Penalty: 5351.992676
	Iteration 10Q: 3 clusters Score -6057940 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -6058656.500000 Penalty: 5351.992676
	Iteration 11Q: 3 clusters Score -6058656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6058968.000000 Penalty: 5351.992676
	Iteration 12Q: 3 clusters Score -6058968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6059089.500000 Penalty: 5351.992676
	Iteration 13Q: 3 clusters Score -6059090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6059123.500000 Penalty: 5351.992676
	Iteration 14Q: 3 clusters Score -6059124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -6059150.500000 Penalty: 5351.992676
	Iteration 15Q: 3 clusters Score -6059150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6059169.500000 Penalty: 5351.992676
	Iteration 16Q: 3 clusters Score -6059170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6059183.000000 Penalty: 5351.992676
	Iteration 17Q: 3 clusters Score -6059183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6059191.000000 Penalty: 5351.992676
	Iteration 18Q: 3 clusters Score -6059191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6059199.000000 Penalty: 5351.992676
	Iteration 19Q: 3 clusters Score -6059199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -6059217.000000 Penalty: 5351.992676
	Iteration 20F: 3 clusters Score -6059217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -6059228.000000 Penalty: 5351.992676
	Iteration 21Q: 3 clusters Score -6059228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6059233.000000 Penalty: 5351.992676
	Iteration 22Q: 3 clusters Score -6059233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6059231.500000 Penalty: 5351.992676
	Iteration 23Q: 3 clusters Score -6059232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6059231.500000 Penalty: 5351.992676
	Iteration 24F: 3 clusters Score -6059232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Entering Unmasked Estep 
Score: -15358516.000000 Penalty: 2900.900391
	Iteration 0F: 2 clusters Score -1.535852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -15278074.000000 Penalty: 5801.800781
	Iteration 0F: 3 clusters Score -1.527807e+07 nChanged 57276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -15310877.000000 Penalty: 5801.800781
	Iteration 1F: 3 clusters Score -1.531088e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -15311511.000000 Penalty: 5801.800781
	Iteration 2Q: 3 clusters Score -1.531151e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -15312181.000000 Penalty: 5801.800781
	Iteration 3Q: 3 clusters Score -1.531218e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -15313034.000000 Penalty: 5801.800781
	Iteration 4Q: 3 clusters Score -1.531303e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -15314478.000000 Penalty: 5801.800781
	Iteration 5Q: 3 clusters Score -1.531448e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -15316717.000000 Penalty: 5801.800781
	Iteration 6Q: 3 clusters Score -1.531672e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -15320588.000000 Penalty: 5801.800781
	Iteration 7F: 3 clusters Score -1.532059e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -15326892.000000 Penalty: 5801.800781
	Iteration 8F: 3 clusters Score -1.532689e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -15335344.000000 Penalty: 5801.800781
	Iteration 9F: 3 clusters Score -1.533534e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -15344167.000000 Penalty: 5801.800781
	Iteration 10F: 3 clusters Score -1.534417e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -15350422.000000 Penalty: 5801.800781
	Iteration 11F: 3 clusters Score -1.535042e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -15353588.000000 Penalty: 5801.800781
	Iteration 12Q: 3 clusters Score -1.535359e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 118751 members 
Entering Unmasked Estep 
Score: -15354924.000000 Penalty: 5801.800781
	Iteration 13Q: 3 clusters Score -1.535492e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -15355413.000000 Penalty: 5801.800781
	Iteration 14Q: 3 clusters Score -1.535541e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -15355632.000000 Penalty: 5801.800781
	Iteration 15Q: 3 clusters Score -1.535563e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -15355748.000000 Penalty: 5801.800781
	Iteration 16Q: 3 clusters Score -1.535575e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -15355836.000000 Penalty: 5801.800781
	Iteration 17Q: 3 clusters Score -1.535584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -15355865.000000 Penalty: 5801.800781
	Iteration 18Q: 3 clusters Score -1.535586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -15355890.000000 Penalty: 5801.800781
	Iteration 19Q: 3 clusters Score -1.535589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -15355898.000000 Penalty: 5801.800781
	Iteration 20F: 3 clusters Score -1.53559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -15355909.000000 Penalty: 5801.800781
	Iteration 21Q: 3 clusters Score -1.535591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -15355935.000000 Penalty: 5801.800781
	Iteration 22Q: 3 clusters Score -1.535594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -15355946.000000 Penalty: 5801.800781
	Iteration 23Q: 3 clusters Score -1.535595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119743 members 
Entering Unmasked Estep 
Score: -15355943.000000 Penalty: 5801.800781
	Iteration 24Q: 3 clusters Score -1.535594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -15355948.000000 Penalty: 5801.800781
	Iteration 25Q: 3 clusters Score -1.535595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -15355956.000000 Penalty: 5801.800781
	Iteration 26Q: 3 clusters Score -1.535596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -15355964.000000 Penalty: 5801.800781
	Iteration 27Q: 3 clusters Score -1.535596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 119764 members 
Entering Unmasked Estep 
Score: -15355972.000000 Penalty: 5801.800781
	Iteration 28Q: 3 clusters Score -1.535597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 119770 members 
Entering Unmasked Estep 
Score: -15355991.000000 Penalty: 5801.800781
	Iteration 29Q: 3 clusters Score -1.535599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 119770 members 
Entering Unmasked Estep 
Score: -15356009.000000 Penalty: 5801.800781
	Iteration 30Q: 3 clusters Score -1.535601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -15356000.000000 Penalty: 5801.800781
	Iteration 31Q: 3 clusters Score -1.5356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -15356021.000000 Penalty: 5801.800781
	Iteration 32Q: 3 clusters Score -1.535602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15356022.000000 Penalty: 5801.800781
	Iteration 33Q: 3 clusters Score -1.535602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -15356027.000000 Penalty: 5801.800781
	Iteration 34Q: 3 clusters Score -1.535603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15356027.000000 Penalty: 5801.800781
	Iteration 35Q: 3 clusters Score -1.535603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15356027.000000 Penalty: 5801.800781
	Iteration 36Q: 3 clusters Score -1.535603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -15356024.000000 Penalty: 5801.800781
	Iteration 37Q: 3 clusters Score -1.535602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15356025.000000 Penalty: 5801.800781
	Iteration 38Q: 3 clusters Score -1.535602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15356024.000000 Penalty: 5801.800781
	Iteration 39Q: 3 clusters Score -1.535602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -15356029.000000 Penalty: 5801.800781
	Iteration 40F: 3 clusters Score -1.535603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -15356035.000000 Penalty: 5801.800781
	Iteration 41Q: 3 clusters Score -1.535604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -15356034.000000 Penalty: 5801.800781
	Iteration 42Q: 3 clusters Score -1.535603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -15356036.000000 Penalty: 5801.800781
	Iteration 43Q: 3 clusters Score -1.535604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -15356050.000000 Penalty: 5801.800781
	Iteration 44Q: 3 clusters Score -1.535605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -15356055.000000 Penalty: 5801.800781
	Iteration 45Q: 3 clusters Score -1.535606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -15356060.000000 Penalty: 5801.800781
	Iteration 46Q: 3 clusters Score -1.535606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -15356058.000000 Penalty: 5801.800781
	Iteration 47Q: 3 clusters Score -1.535606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -15356056.000000 Penalty: 5801.800781
	Iteration 48Q: 3 clusters Score -1.535606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -15356056.000000 Penalty: 5801.800781
	Iteration 49F: 3 clusters Score -1.535606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Entering Unmasked Estep 
Score: -1278778.000000 Penalty: 2287.392090
	Iteration 0F: 2 clusters Score -1278778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1271013.625000 Penalty: 4574.784180
	Iteration 0F: 3 clusters Score -1271014 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1273397.125000 Penalty: 4574.784180
	Iteration 1F: 3 clusters Score -1273397 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1273893.500000 Penalty: 4574.784180
	Iteration 2F: 3 clusters Score -1273894 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1274396.875000 Penalty: 4574.784180
	Iteration 3F: 3 clusters Score -1274397 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1274876.500000 Penalty: 4574.784180
	Iteration 4F: 3 clusters Score -1274876 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1275251.000000 Penalty: 4574.784180
	Iteration 5F: 3 clusters Score -1275251 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1275562.375000 Penalty: 4574.784180
	Iteration 6F: 3 clusters Score -1275562 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1275826.375000 Penalty: 4574.784180
	Iteration 7Q: 3 clusters Score -1275826 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1276061.625000 Penalty: 4574.784180
	Iteration 8Q: 3 clusters Score -1276062 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1276282.125000 Penalty: 4574.784180
	Iteration 9Q: 3 clusters Score -1276282 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1276455.750000 Penalty: 4574.784180
	Iteration 10Q: 3 clusters Score -1276456 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1276651.375000 Penalty: 4574.784180
	Iteration 11Q: 3 clusters Score -1276651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1276852.375000 Penalty: 4574.784180
	Iteration 12Q: 3 clusters Score -1276852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1277030.875000 Penalty: 4574.784180
	Iteration 13Q: 3 clusters Score -1277031 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1277174.750000 Penalty: 4574.784180
	Iteration 14Q: 3 clusters Score -1277175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1277251.500000 Penalty: 4574.784180
	Iteration 15Q: 3 clusters Score -1277252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1277319.750000 Penalty: 4574.784180
	Iteration 16Q: 3 clusters Score -1277320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1277367.000000 Penalty: 4574.784180
	Iteration 17Q: 3 clusters Score -1277367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1277396.250000 Penalty: 4574.784180
	Iteration 18Q: 3 clusters Score -1277396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1277417.625000 Penalty: 4574.784180
	Iteration 19Q: 3 clusters Score -1277418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1277428.750000 Penalty: 4574.784180
	Iteration 20F: 3 clusters Score -1277429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1277442.625000 Penalty: 4574.784180
	Iteration 21Q: 3 clusters Score -1277443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1277448.125000 Penalty: 4574.784180
	Iteration 22Q: 3 clusters Score -1277448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1277455.875000 Penalty: 4574.784180
	Iteration 23Q: 3 clusters Score -1277456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1277459.750000 Penalty: 4574.784180
	Iteration 24Q: 3 clusters Score -1277460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1277464.875000 Penalty: 4574.784180
	Iteration 25Q: 3 clusters Score -1277465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1277464.625000 Penalty: 4574.784180
	Iteration 26Q: 3 clusters Score -1277465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1277467.625000 Penalty: 4574.784180
	Iteration 27Q: 3 clusters Score -1277468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1277472.125000 Penalty: 4574.784180
	Iteration 28Q: 3 clusters Score -1277472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1277471.500000 Penalty: 4574.784180
	Iteration 29Q: 3 clusters Score -1277472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1277472.625000 Penalty: 4574.784180
	Iteration 30Q: 3 clusters Score -1277473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1277472.625000 Penalty: 4574.784180
	Iteration 31F: 3 clusters Score -1277473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -153842.062500 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -153842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151745.609375 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -151745.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152058.390625 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -152058.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152122.109375 Penalty: 3526.094727
	Iteration 2Q: 3 clusters Score -152122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152155.062500 Penalty: 3526.094727
	Iteration 3Q: 3 clusters Score -152155.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152171.437500 Penalty: 3526.094727
	Iteration 4Q: 3 clusters Score -152171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152184.500000 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -152184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152194.187500 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -152194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152198.484375 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -152198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152200.796875 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -152200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152202.906250 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -152202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152206.125000 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -152206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152207.500000 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -152207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152207.671875 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -152207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152207.671875 Penalty: 3526.094727
	Iteration 13F: 3 clusters Score -152207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -297887.156250 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -297887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -294979.531250 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -294979.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295500.968750 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -295501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295631.812500 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -295631.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -295705.750000 Penalty: 3871.111084
	Iteration 3Q: 3 clusters Score -295705.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295755.343750 Penalty: 3871.111084
	Iteration 4Q: 3 clusters Score -295755.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295788.687500 Penalty: 3871.111084
	Iteration 5Q: 3 clusters Score -295788.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -295811.468750 Penalty: 3871.111084
	Iteration 6Q: 3 clusters Score -295811.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -295833.406250 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -295833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -295847.812500 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -295847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295858.625000 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -295858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295865.000000 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -295865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295869.562500 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -295869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295872.218750 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -295872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295875.750000 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -295875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295877.562500 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -295877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295879.500000 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -295879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295879.625000 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -295879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295880.468750 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -295880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -295880.781250 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -295880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -295881.781250 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -295881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295882.093750 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -295882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Entering Unmasked Estep 
Score: -4058446.750000 Penalty: 2567.528564
	Iteration 0F: 2 clusters Score -4058447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4036744.250000 Penalty: 5135.057129
	Iteration 0F: 3 clusters Score -4036744 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4044614.750000 Penalty: 5135.057129
	Iteration 1F: 3 clusters Score -4044615 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4045260.000000 Penalty: 5135.057129
	Iteration 2F: 3 clusters Score -4045260 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4046000.000000 Penalty: 5135.057129
	Iteration 3F: 3 clusters Score -4046000 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4047087.500000 Penalty: 5135.057129
	Iteration 4F: 3 clusters Score -4047088 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4048628.000000 Penalty: 5135.057129
	Iteration 5F: 3 clusters Score -4048628 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4050465.750000 Penalty: 5135.057129
	Iteration 6F: 3 clusters Score -4050466 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4052449.500000 Penalty: 5135.057129
	Iteration 7F: 3 clusters Score -4052450 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4054003.000000 Penalty: 5135.057129
	Iteration 8F: 3 clusters Score -4054003 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4055102.000000 Penalty: 5135.057129
	Iteration 9Q: 3 clusters Score -4055102 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4055612.250000 Penalty: 5135.057129
	Iteration 10Q: 3 clusters Score -4055612 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4055864.750000 Penalty: 5135.057129
	Iteration 11Q: 3 clusters Score -4055865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4055987.000000 Penalty: 5135.057129
	Iteration 12Q: 3 clusters Score -4055987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4056058.250000 Penalty: 5135.057129
	Iteration 13Q: 3 clusters Score -4056058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4056083.000000 Penalty: 5135.057129
	Iteration 14Q: 3 clusters Score -4056083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4056106.500000 Penalty: 5135.057129
	Iteration 15Q: 3 clusters Score -4056106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4056114.500000 Penalty: 5135.057129
	Iteration 16Q: 3 clusters Score -4056114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4056122.250000 Penalty: 5135.057129
	Iteration 17Q: 3 clusters Score -4056122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4056124.750000 Penalty: 5135.057129
	Iteration 18Q: 3 clusters Score -4056125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4056129.500000 Penalty: 5135.057129
	Iteration 19Q: 3 clusters Score -4056130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4056137.000000 Penalty: 5135.057129
	Iteration 20F: 3 clusters Score -4056137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4056145.250000 Penalty: 5135.057129
	Iteration 21Q: 3 clusters Score -4056145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4056149.000000 Penalty: 5135.057129
	Iteration 22Q: 3 clusters Score -4056149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4056153.000000 Penalty: 5135.057129
	Iteration 23Q: 3 clusters Score -4056153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4056156.000000 Penalty: 5135.057129
	Iteration 24Q: 3 clusters Score -4056156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4056157.000000 Penalty: 5135.057129
	Iteration 25Q: 3 clusters Score -4056157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4056162.750000 Penalty: 5135.057129
	Iteration 26Q: 3 clusters Score -4056163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4056163.250000 Penalty: 5135.057129
	Iteration 27Q: 3 clusters Score -4056163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4056163.250000 Penalty: 5135.057129
	Iteration 28F: 3 clusters Score -4056163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Entering Unmasked Estep 
Score: -4689198.000000 Penalty: 2604.194580
	Iteration 0F: 2 clusters Score -4689198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4664320.000000 Penalty: 5208.389160
	Iteration 0F: 3 clusters Score -4664320 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4673368.500000 Penalty: 5208.389160
	Iteration 1F: 3 clusters Score -4673368 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4673801.500000 Penalty: 5208.389160
	Iteration 2Q: 3 clusters Score -4673802 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4674241.000000 Penalty: 5208.389160
	Iteration 3Q: 3 clusters Score -4674241 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4674744.000000 Penalty: 5208.389160
	Iteration 4Q: 3 clusters Score -4674744 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4675498.000000 Penalty: 5208.389160
	Iteration 5Q: 3 clusters Score -4675498 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4676571.000000 Penalty: 5208.389160
	Iteration 6F: 3 clusters Score -4676571 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4678128.000000 Penalty: 5208.389160
	Iteration 7F: 3 clusters Score -4678128 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4680105.000000 Penalty: 5208.389160
	Iteration 8F: 3 clusters Score -4680105 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4682371.500000 Penalty: 5208.389160
	Iteration 9F: 3 clusters Score -4682372 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4684475.000000 Penalty: 5208.389160
	Iteration 10F: 3 clusters Score -4684475 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4685997.500000 Penalty: 5208.389160
	Iteration 11Q: 3 clusters Score -4685998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4686792.000000 Penalty: 5208.389160
	Iteration 12Q: 3 clusters Score -4686792 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4687217.500000 Penalty: 5208.389160
	Iteration 13Q: 3 clusters Score -4687218 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4687487.000000 Penalty: 5208.389160
	Iteration 14Q: 3 clusters Score -4687487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4687632.000000 Penalty: 5208.389160
	Iteration 15Q: 3 clusters Score -4687632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4687709.000000 Penalty: 5208.389160
	Iteration 16Q: 3 clusters Score -4687709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4687752.500000 Penalty: 5208.389160
	Iteration 17Q: 3 clusters Score -4687752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4687779.000000 Penalty: 5208.389160
	Iteration 18Q: 3 clusters Score -4687779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4687783.500000 Penalty: 5208.389160
	Iteration 19Q: 3 clusters Score -4687784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4687852.500000 Penalty: 5208.389160
	Iteration 20F: 3 clusters Score -4687852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4687885.000000 Penalty: 5208.389160
	Iteration 21Q: 3 clusters Score -4687885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4687914.000000 Penalty: 5208.389160
	Iteration 22Q: 3 clusters Score -4687914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4687934.500000 Penalty: 5208.389160
	Iteration 23Q: 3 clusters Score -4687934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4687950.000000 Penalty: 5208.389160
	Iteration 24Q: 3 clusters Score -4687950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4687967.000000 Penalty: 5208.389160
	Iteration 25Q: 3 clusters Score -4687967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4687972.000000 Penalty: 5208.389160
	Iteration 26Q: 3 clusters Score -4687972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4687969.000000 Penalty: 5208.389160
	Iteration 27Q: 3 clusters Score -4687969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4687974.500000 Penalty: 5208.389160
	Iteration 28Q: 3 clusters Score -4687974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4687973.500000 Penalty: 5208.389160
	Iteration 29Q: 3 clusters Score -4687974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4687973.500000 Penalty: 5208.389160
	Iteration 30F: 3 clusters Score -4687974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11625 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 251526 members 
Mstep: Class 7 contains 14123 members 
Mstep: Class 8 contains 227550 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 120232 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 36344 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 22 clusters Score -1.16051e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11641 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 250835 members 
Mstep: Class 7 contains 14127 members 
Mstep: Class 8 contains 227758 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47610 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 2019 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48568 members 
Mstep: Class 16 contains 120687 members 
Mstep: Class 17 contains 10137 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 36364 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 22 clusters Score -1.160509e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11650 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 250092 members 
Mstep: Class 7 contains 14128 members 
Mstep: Class 8 contains 227964 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47568 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 12 contains 5021 members 
Mstep: Class 13 contains 2019 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48592 members 
Mstep: Class 16 contains 121197 members 
Mstep: Class 17 contains 10136 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 31323 members 
Mstep: Class 21 contains 36366 members 
Entering Unmasked Estep 
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Iteration 81Q: 22 clusters Score -1.16051e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 249320 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 228184 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47515 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48628 members 
Mstep: Class 16 contains 121738 members 
Mstep: Class 17 contains 10134 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 31321 members 
Mstep: Class 21 contains 36361 members 
Entering Unmasked Estep 
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Iteration 82Q: 22 clusters Score -1.16051e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 248513 members 
Mstep: Class 7 contains 14132 members 
Mstep: Class 8 contains 228404 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47471 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48659 members 
Mstep: Class 16 contains 122298 members 
Mstep: Class 17 contains 10133 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 31315 members 
Mstep: Class 21 contains 36343 members 
Entering Unmasked Estep 
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Iteration 83Q: 22 clusters Score -1.16051e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 247686 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 228604 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47448 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48679 members 
Mstep: Class 16 contains 122898 members 
Mstep: Class 17 contains 10131 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 31305 members 
Mstep: Class 21 contains 36329 members 
Entering Unmasked Estep 
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Iteration 84Q: 22 clusters Score -1.16051e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 246876 members 
Mstep: Class 7 contains 14119 members 
Mstep: Class 8 contains 228807 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47403 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48695 members 
Mstep: Class 16 contains 123549 members 
Mstep: Class 17 contains 10130 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 31286 members 
Mstep: Class 21 contains 36322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 22 clusters Score -1.160508e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 246017 members 
Mstep: Class 7 contains 14120 members 
Mstep: Class 8 contains 228992 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47344 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48716 members 
Mstep: Class 16 contains 124221 members 
Mstep: Class 17 contains 10134 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 31271 members 
Mstep: Class 21 contains 36323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050952.000000 Penalty: 71542.664062
Iteration 86Q: 22 clusters Score -1.16051e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11641 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 245183 members 
Mstep: Class 7 contains 14132 members 
Mstep: Class 8 contains 229141 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47281 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48731 members 
Mstep: Class 16 contains 124909 members 
Mstep: Class 17 contains 10135 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 31261 members 
Mstep: Class 21 contains 36319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 22 clusters Score -1.160509e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 244270 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 229284 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47237 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48753 members 
Mstep: Class 16 contains 125639 members 
Mstep: Class 17 contains 10142 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 31249 members 
Mstep: Class 21 contains 36309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050480.000000 Penalty: 71542.664062
Iteration 88Q: 22 clusters Score -1.160505e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 243383 members 
Mstep: Class 7 contains 14146 members 
Mstep: Class 8 contains 229427 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47170 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48775 members 
Mstep: Class 16 contains 126362 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 31252 members 
Mstep: Class 21 contains 36299 members 
Entering Unmasked Estep 
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Score: -116050464.000000 Penalty: 71542.664062
Iteration 89Q: 22 clusters Score -1.160505e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 242503 members 
Mstep: Class 7 contains 14157 members 
Mstep: Class 8 contains 229602 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48783 members 
Mstep: Class 16 contains 127024 members 
Mstep: Class 17 contains 10152 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 36299 members 
Entering Unmasked Estep 
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Score: -116050232.000000 Penalty: 71542.664062
Iteration 90Q: 22 clusters Score -1.160502e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 241575 members 
Mstep: Class 7 contains 14157 members 
Mstep: Class 8 contains 229780 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46993 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 5068 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48789 members 
Mstep: Class 16 contains 127740 members 
Mstep: Class 17 contains 10150 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 36318 members 
Entering Unmasked Estep 
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Score: -116050160.000000 Penalty: 71542.664062
Iteration 91Q: 22 clusters Score -1.160502e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 240616 members 
Mstep: Class 7 contains 14156 members 
Mstep: Class 8 contains 229931 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46906 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48808 members 
Mstep: Class 16 contains 128471 members 
Mstep: Class 17 contains 10142 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 21 contains 36359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050264.000000 Penalty: 71542.664062
Iteration 92Q: 22 clusters Score -1.160503e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 239650 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 230098 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 46826 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48838 members 
Mstep: Class 16 contains 129234 members 
Mstep: Class 17 contains 10141 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 36406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050224.000000 Penalty: 71542.664062
Iteration 93Q: 22 clusters Score -1.160502e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 238593 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 230261 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46741 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48854 members 
Mstep: Class 16 contains 130111 members 
Mstep: Class 17 contains 10145 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 31247 members 
Mstep: Class 21 contains 36431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050104.000000 Penalty: 71542.664062
Iteration 94Q: 22 clusters Score -1.160501e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 237555 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 230390 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48863 members 
Mstep: Class 16 contains 131003 members 
Mstep: Class 17 contains 10150 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 36455 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -1.160498e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11625 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 236520 members 
Mstep: Class 7 contains 14129 members 
Mstep: Class 8 contains 230518 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46560 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48880 members 
Mstep: Class 16 contains 131906 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 31234 members 
Mstep: Class 21 contains 36479 members 
Entering Unmasked Estep 
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Iteration 96Q: 22 clusters Score -1.160496e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 3781 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 235356 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 230631 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46469 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48911 members 
Mstep: Class 16 contains 132917 members 
Mstep: Class 17 contains 10159 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 36507 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.160494e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 3778 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 234049 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 230728 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48926 members 
Mstep: Class 16 contains 134090 members 
Mstep: Class 17 contains 10160 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 31214 members 
Mstep: Class 21 contains 36530 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.160488e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 232604 members 
Mstep: Class 7 contains 14139 members 
Mstep: Class 8 contains 230844 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 46307 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48947 members 
Mstep: Class 16 contains 135377 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 36548 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.160487e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 231086 members 
Mstep: Class 7 contains 14136 members 
Mstep: Class 8 contains 230928 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46218 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48968 members 
Mstep: Class 16 contains 136793 members 
Mstep: Class 17 contains 10174 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 31156 members 
Mstep: Class 21 contains 36567 members 
Entering Unmasked Estep 
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Iteration 100F: 22 clusters Score -1.160486e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 229584 members 
Mstep: Class 7 contains 14141 members 
Mstep: Class 8 contains 231016 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46141 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 48994 members 
Mstep: Class 16 contains 138151 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 31117 members 
Mstep: Class 21 contains 36571 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.160486e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 228035 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 231084 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46050 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49014 members 
Mstep: Class 16 contains 139613 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 21 contains 36553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048872.000000 Penalty: 71542.664062
Iteration 102Q: 22 clusters Score -1.160489e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 226477 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 231142 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 45943 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49030 members 
Mstep: Class 16 contains 141104 members 
Mstep: Class 17 contains 10188 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 31024 members 
Mstep: Class 21 contains 36554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048648.000000 Penalty: 71542.664062
Iteration 103Q: 22 clusters Score -1.160486e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 224858 members 
Mstep: Class 7 contains 14121 members 
Mstep: Class 8 contains 231207 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 45847 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49040 members 
Mstep: Class 16 contains 142649 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 30989 members 
Mstep: Class 21 contains 36512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048504.000000 Penalty: 71542.664062
Iteration 104Q: 22 clusters Score -1.160485e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 223209 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 231273 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49075 members 
Mstep: Class 16 contains 144180 members 
Mstep: Class 17 contains 10192 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 30964 members 
Mstep: Class 21 contains 36478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048664.000000 Penalty: 71542.664062
Iteration 105Q: 22 clusters Score -1.160487e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 221526 members 
Mstep: Class 7 contains 14141 members 
Mstep: Class 8 contains 231326 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49100 members 
Mstep: Class 16 contains 145783 members 
Mstep: Class 17 contains 10196 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 30937 members 
Mstep: Class 21 contains 36475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048776.000000 Penalty: 71542.664062
Iteration 106Q: 22 clusters Score -1.160488e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 219737 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 231361 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45479 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49137 members 
Mstep: Class 16 contains 147600 members 
Mstep: Class 17 contains 10197 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 30907 members 
Mstep: Class 21 contains 36462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048600.000000 Penalty: 71542.664062
Iteration 107Q: 22 clusters Score -1.160486e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 217806 members 
Mstep: Class 7 contains 14117 members 
Mstep: Class 8 contains 231374 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45362 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49188 members 
Mstep: Class 16 contains 149526 members 
Mstep: Class 17 contains 10199 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30869 members 
Mstep: Class 21 contains 36436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048648.000000 Penalty: 71542.664062
Iteration 108Q: 22 clusters Score -1.160486e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 215779 members 
Mstep: Class 7 contains 14097 members 
Mstep: Class 8 contains 231366 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45219 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49242 members 
Mstep: Class 16 contains 151584 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30821 members 
Mstep: Class 21 contains 36423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048240.000000 Penalty: 71542.664062
Iteration 109Q: 22 clusters Score -1.160482e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 213701 members 
Mstep: Class 7 contains 14083 members 
Mstep: Class 8 contains 231336 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45043 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49253 members 
Mstep: Class 16 contains 153775 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30761 members 
Mstep: Class 21 contains 36431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048336.000000 Penalty: 71542.664062
Iteration 110Q: 22 clusters Score -1.160483e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 3649 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 211594 members 
Mstep: Class 7 contains 14089 members 
Mstep: Class 8 contains 231336 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 44834 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49283 members 
Mstep: Class 16 contains 155949 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30708 members 
Mstep: Class 21 contains 36458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048512.000000 Penalty: 71542.664062
Iteration 111Q: 22 clusters Score -1.160485e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 209425 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 231320 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 44650 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49306 members 
Mstep: Class 16 contains 158212 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 30668 members 
Mstep: Class 21 contains 36462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048688.000000 Penalty: 71542.664062
Iteration 112Q: 22 clusters Score -1.160487e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 207377 members 
Mstep: Class 7 contains 14105 members 
Mstep: Class 8 contains 231334 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 44433 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49322 members 
Mstep: Class 16 contains 160353 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30624 members 
Mstep: Class 21 contains 36455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048800.000000 Penalty: 71542.664062
Iteration 113Q: 22 clusters Score -1.160488e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11621 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 205324 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 231331 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 44208 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49329 members 
Mstep: Class 16 contains 162558 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 30586 members 
Mstep: Class 21 contains 36464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049256.000000 Penalty: 71542.664062
Iteration 114Q: 22 clusters Score -1.160493e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11619 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 203361 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 231337 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 44002 members 
Mstep: Class 11 contains 2715 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49339 members 
Mstep: Class 16 contains 164670 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30552 members 
Mstep: Class 21 contains 36498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049688.000000 Penalty: 71542.664062
Iteration 115Q: 22 clusters Score -1.160497e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 201519 members 
Mstep: Class 7 contains 14144 members 
Mstep: Class 8 contains 231324 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 43747 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49347 members 
Mstep: Class 16 contains 166754 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30506 members 
Mstep: Class 21 contains 36497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049952.000000 Penalty: 71542.664062
Iteration 116Q: 22 clusters Score -1.1605e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 199688 members 
Mstep: Class 7 contains 14153 members 
Mstep: Class 8 contains 231276 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 43515 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49341 members 
Mstep: Class 16 contains 168844 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 30456 members 
Mstep: Class 21 contains 36490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050008.000000 Penalty: 71542.664062
Iteration 117Q: 22 clusters Score -1.1605e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 197960 members 
Mstep: Class 7 contains 14161 members 
Mstep: Class 8 contains 231191 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 43338 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49375 members 
Mstep: Class 16 contains 170824 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 30425 members 
Mstep: Class 21 contains 36410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050120.000000 Penalty: 71542.664062
Iteration 118Q: 22 clusters Score -1.160501e+08 nChanged 3970
Entering ConstructFrom: 
Score: -116050120.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (108564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Entering Unmasked Estep 
Score: -13977208.000000 Penalty: 2875.583496
	Iteration 0F: 2 clusters Score -1.397721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -13904808.000000 Penalty: 5751.166992
	Iteration 0F: 3 clusters Score -1.390481e+07 nChanged 51379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -13933939.000000 Penalty: 5751.166992
	Iteration 1F: 3 clusters Score -1.393394e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -13934688.000000 Penalty: 5751.166992
	Iteration 2Q: 3 clusters Score -1.393469e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -13935576.000000 Penalty: 5751.166992
	Iteration 3Q: 3 clusters Score -1.393558e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -13936765.000000 Penalty: 5751.166992
	Iteration 4Q: 3 clusters Score -1.393676e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -13938856.000000 Penalty: 5751.166992
	Iteration 5Q: 3 clusters Score -1.393886e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -13942817.000000 Penalty: 5751.166992
	Iteration 6F: 3 clusters Score -1.394282e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -13949693.000000 Penalty: 5751.166992
	Iteration 7F: 3 clusters Score -1.394969e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -13959268.000000 Penalty: 5751.166992
	Iteration 8F: 3 clusters Score -1.395927e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -13967951.000000 Penalty: 5751.166992
	Iteration 9F: 3 clusters Score -1.396795e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13972619.000000 Penalty: 5751.166992
	Iteration 10Q: 3 clusters Score -1.397262e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107758 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13974033.000000 Penalty: 5751.166992
	Iteration 11Q: 3 clusters Score -1.397403e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13974447.000000 Penalty: 5751.166992
	Iteration 12Q: 3 clusters Score -1.397445e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13974587.000000 Penalty: 5751.166992
	Iteration 13Q: 3 clusters Score -1.397459e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13974672.000000 Penalty: 5751.166992
	Iteration 14Q: 3 clusters Score -1.397467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13974700.000000 Penalty: 5751.166992
	Iteration 15Q: 3 clusters Score -1.39747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13974731.000000 Penalty: 5751.166992
	Iteration 16Q: 3 clusters Score -1.397473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108333 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13974740.000000 Penalty: 5751.166992
	Iteration 17Q: 3 clusters Score -1.397474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13974747.000000 Penalty: 5751.166992
	Iteration 18Q: 3 clusters Score -1.397475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13974747.000000 Penalty: 5751.166992
	Iteration 19Q: 3 clusters Score -1.397475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13974761.000000 Penalty: 5751.166992
	Iteration 20F: 3 clusters Score -1.397476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13974769.000000 Penalty: 5751.166992
	Iteration 21Q: 3 clusters Score -1.397477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13974775.000000 Penalty: 5751.166992
	Iteration 22Q: 3 clusters Score -1.397478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13974785.000000 Penalty: 5751.166992
	Iteration 23Q: 3 clusters Score -1.397478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13974792.000000 Penalty: 5751.166992
	Iteration 24Q: 3 clusters Score -1.397479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13974792.000000 Penalty: 5751.166992
	Iteration 25Q: 3 clusters Score -1.397479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13974797.000000 Penalty: 5751.166992
	Iteration 26Q: 3 clusters Score -1.39748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13974796.000000 Penalty: 5751.166992
	Iteration 27Q: 3 clusters Score -1.39748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13974805.000000 Penalty: 5751.166992
	Iteration 28Q: 3 clusters Score -1.39748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13974812.000000 Penalty: 5751.166992
	Iteration 29Q: 3 clusters Score -1.397481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13974810.000000 Penalty: 5751.166992
	Iteration 30Q: 3 clusters Score -1.397481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13974810.000000 Penalty: 5751.166992
	Iteration 31F: 3 clusters Score -1.397481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40838.460938 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40838.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39512.222656 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39512.22 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39741.695312 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39741.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39867.089844 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39867.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39924.335938 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -39924.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39993.402344 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -39993.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40054.707031 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -40054.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40098.664062 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40098.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40117.117188 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40117.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40127.242188 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40127.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40137.558594 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40137.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40138.960938 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -40138.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40172.929688 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -40172.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40172.929688 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -40172.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1421591.125000 Penalty: 2322.422119
	Iteration 0F: 2 clusters Score -1421591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1412836.750000 Penalty: 4644.844238
	Iteration 0F: 3 clusters Score -1412837 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1415579.750000 Penalty: 4644.844238
	Iteration 1F: 3 clusters Score -1415580 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1415944.375000 Penalty: 4644.844238
	Iteration 2F: 3 clusters Score -1415944 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1416223.625000 Penalty: 4644.844238
	Iteration 3F: 3 clusters Score -1416224 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1416498.750000 Penalty: 4644.844238
	Iteration 4Q: 3 clusters Score -1416499 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1416757.875000 Penalty: 4644.844238
	Iteration 5Q: 3 clusters Score -1416758 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1417019.750000 Penalty: 4644.844238
	Iteration 6Q: 3 clusters Score -1417020 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1417304.750000 Penalty: 4644.844238
	Iteration 7Q: 3 clusters Score -1417305 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1417578.125000 Penalty: 4644.844238
	Iteration 8Q: 3 clusters Score -1417578 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1417886.000000 Penalty: 4644.844238
	Iteration 9Q: 3 clusters Score -1417886 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1418194.625000 Penalty: 4644.844238
	Iteration 10Q: 3 clusters Score -1418195 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1418492.750000 Penalty: 4644.844238
	Iteration 11Q: 3 clusters Score -1418493 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1418769.000000 Penalty: 4644.844238
	Iteration 12Q: 3 clusters Score -1418769 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1418976.000000 Penalty: 4644.844238
	Iteration 13Q: 3 clusters Score -1418976 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1419128.625000 Penalty: 4644.844238
	Iteration 14Q: 3 clusters Score -1419129 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1419258.875000 Penalty: 4644.844238
	Iteration 15Q: 3 clusters Score -1419259 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1419356.625000 Penalty: 4644.844238
	Iteration 16Q: 3 clusters Score -1419357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1419427.375000 Penalty: 4644.844238
	Iteration 17Q: 3 clusters Score -1419427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1419487.125000 Penalty: 4644.844238
	Iteration 18Q: 3 clusters Score -1419487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1419528.375000 Penalty: 4644.844238
	Iteration 19Q: 3 clusters Score -1419528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1419568.000000 Penalty: 4644.844238
	Iteration 20F: 3 clusters Score -1419568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1419609.750000 Penalty: 4644.844238
	Iteration 21Q: 3 clusters Score -1419610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1419639.000000 Penalty: 4644.844238
	Iteration 22Q: 3 clusters Score -1419639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1419662.000000 Penalty: 4644.844238
	Iteration 23Q: 3 clusters Score -1419662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1419677.375000 Penalty: 4644.844238
	Iteration 24Q: 3 clusters Score -1419677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1419709.375000 Penalty: 4644.844238
	Iteration 25Q: 3 clusters Score -1419709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1419729.375000 Penalty: 4644.844238
	Iteration 26Q: 3 clusters Score -1419729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1419740.625000 Penalty: 4644.844238
	Iteration 27Q: 3 clusters Score -1419741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1419752.500000 Penalty: 4644.844238
	Iteration 28Q: 3 clusters Score -1419752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1419760.875000 Penalty: 4644.844238
	Iteration 29Q: 3 clusters Score -1419761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1419765.875000 Penalty: 4644.844238
	Iteration 30Q: 3 clusters Score -1419766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1419769.625000 Penalty: 4644.844238
	Iteration 31Q: 3 clusters Score -1419770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1419778.625000 Penalty: 4644.844238
	Iteration 32Q: 3 clusters Score -1419779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1419785.375000 Penalty: 4644.844238
	Iteration 33Q: 3 clusters Score -1419785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1419792.875000 Penalty: 4644.844238
	Iteration 34Q: 3 clusters Score -1419793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1419794.125000 Penalty: 4644.844238
	Iteration 35Q: 3 clusters Score -1419794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1419795.625000 Penalty: 4644.844238
	Iteration 36Q: 3 clusters Score -1419796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1419799.500000 Penalty: 4644.844238
	Iteration 37Q: 3 clusters Score -1419800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1419808.125000 Penalty: 4644.844238
	Iteration 38Q: 3 clusters Score -1419808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1419811.375000 Penalty: 4644.844238
	Iteration 39Q: 3 clusters Score -1419811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1419823.375000 Penalty: 4644.844238
	Iteration 40F: 3 clusters Score -1419823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1419828.000000 Penalty: 4644.844238
	Iteration 41Q: 3 clusters Score -1419828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1419832.250000 Penalty: 4644.844238
	Iteration 42Q: 3 clusters Score -1419832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1419828.500000 Penalty: 4644.844238
	Iteration 43Q: 3 clusters Score -1419828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1419831.375000 Penalty: 4644.844238
	Iteration 44Q: 3 clusters Score -1419831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1419830.625000 Penalty: 4644.844238
	Iteration 45Q: 3 clusters Score -1419831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1419830.000000 Penalty: 4644.844238
	Iteration 46Q: 3 clusters Score -1419830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1419830.000000 Penalty: 4644.844238
	Iteration 47F: 3 clusters Score -1419830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -437918.093750 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -437918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -434366.406250 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -434366.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435135.593750 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -435135.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435267.781250 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -435267.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -435329.500000 Penalty: 4041.772461
	Iteration 3Q: 3 clusters Score -435329.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435372.406250 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -435372.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -435407.812500 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -435407.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435438.187500 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -435438.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435464.281250 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -435464.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435482.468750 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -435482.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -435498.281250 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -435498.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435508.968750 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -435509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435516.250000 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -435516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -435522.468750 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -435522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435525.906250 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -435525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -435528.468750 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -435528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435530.562500 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -435530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -435534.968750 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -435535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435535.875000 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -435535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -435540.750000 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -435540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -435545.343750 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -435545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435548.062500 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -435548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435550.500000 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -435550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -435553.406250 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -435553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -435556.937500 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -435556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435559.750000 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -435559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -435561.687500 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -435561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -435562.906250 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -435562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -435563.218750 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -435563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -435564.187500 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -435564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -435565.468750 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -435565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -435567.218750 Penalty: 4041.772461
	Iteration 30Q: 3 clusters Score -435567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -435567.562500 Penalty: 4041.772461
	Iteration 31Q: 3 clusters Score -435567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435568.843750 Penalty: 4041.772461
	Iteration 32Q: 3 clusters Score -435568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -435569.781250 Penalty: 4041.772461
	Iteration 33Q: 3 clusters Score -435569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435570.593750 Penalty: 4041.772461
	Iteration 34Q: 3 clusters Score -435570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -435571.156250 Penalty: 4041.772461
	Iteration 35Q: 3 clusters Score -435571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435570.750000 Penalty: 4041.772461
	Iteration 36Q: 3 clusters Score -435570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435570.750000 Penalty: 4041.772461
	Iteration 37F: 3 clusters Score -435570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -147042.421875 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -147042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145013.765625 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -145013.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145721.796875 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -145721.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146090.656250 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -146090.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146575.218750 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -146575.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -147160.578125 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -147160.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -148287.171875 Penalty: 3542.057373
	Iteration 5F: 3 clusters Score -148287.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -149009.359375 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -149009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -149068.328125 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -149068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -149076.437500 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -149076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -149088.109375 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -149088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -149108.218750 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -149108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -149114.859375 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -149114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -149115.687500 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -149115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -149115.687500 Penalty: 3542.057373
	Iteration 13F: 3 clusters Score -149115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 196267 members 
Mstep: Class 7 contains 14177 members 
Mstep: Class 8 contains 231099 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49399 members 
Mstep: Class 16 contains 172830 members 
Mstep: Class 17 contains 10261 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 30370 members 
Mstep: Class 21 contains 36325 members 
Mstep: Class 22 contains 273 members 
Entering Unmasked Estep 
Score: -116050280.000000 Penalty: 74949.453125
Splitting cluster 5 changes total score from -116050120.000000 to -116050280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (196267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Entering Unmasked Estep 
Score: -25016346.000000 Penalty: 3022.433350
	Iteration 0F: 2 clusters Score -2.501635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -24887224.000000 Penalty: 6044.866699
	Iteration 0F: 3 clusters Score -2.488722e+07 nChanged 94283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -24941814.000000 Penalty: 6044.866699
	Iteration 1F: 3 clusters Score -2.494181e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -24942382.000000 Penalty: 6044.866699
	Iteration 2Q: 3 clusters Score -2.494238e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -24943298.000000 Penalty: 6044.866699
	Iteration 3Q: 3 clusters Score -2.49433e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -24944264.000000 Penalty: 6044.866699
	Iteration 4Q: 3 clusters Score -2.494426e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -24945678.000000 Penalty: 6044.866699
	Iteration 5Q: 3 clusters Score -2.494568e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -24948462.000000 Penalty: 6044.866699
	Iteration 6Q: 3 clusters Score -2.494846e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115542 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -24952812.000000 Penalty: 6044.866699
	Iteration 7Q: 3 clusters Score -2.495281e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -24961098.000000 Penalty: 6044.866699
	Iteration 8F: 3 clusters Score -2.49611e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137464 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -24974152.000000 Penalty: 6044.866699
	Iteration 9F: 3 clusters Score -2.497415e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -24990292.000000 Penalty: 6044.866699
	Iteration 10F: 3 clusters Score -2.499029e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -25002410.000000 Penalty: 6044.866699
	Iteration 11F: 3 clusters Score -2.500241e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -25006692.000000 Penalty: 6044.866699
	Iteration 12Q: 3 clusters Score -2.500669e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -25007844.000000 Penalty: 6044.866699
	Iteration 13Q: 3 clusters Score -2.500784e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -25008728.000000 Penalty: 6044.866699
	Iteration 14Q: 3 clusters Score -2.500873e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -25009690.000000 Penalty: 6044.866699
	Iteration 15Q: 3 clusters Score -2.500969e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -25010382.000000 Penalty: 6044.866699
	Iteration 16Q: 3 clusters Score -2.501038e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -25010894.000000 Penalty: 6044.866699
	Iteration 17Q: 3 clusters Score -2.501089e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -25011512.000000 Penalty: 6044.866699
	Iteration 18Q: 3 clusters Score -2.501151e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176898 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -25011912.000000 Penalty: 6044.866699
	Iteration 19Q: 3 clusters Score -2.501191e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -25012308.000000 Penalty: 6044.866699
	Iteration 20F: 3 clusters Score -2.501231e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -25012624.000000 Penalty: 6044.866699
	Iteration 21Q: 3 clusters Score -2.501262e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -25012894.000000 Penalty: 6044.866699
	Iteration 22Q: 3 clusters Score -2.501289e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184106 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -25012970.000000 Penalty: 6044.866699
	Iteration 23Q: 3 clusters Score -2.501297e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185622 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -25013358.000000 Penalty: 6044.866699
	Iteration 24Q: 3 clusters Score -2.501336e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -25013478.000000 Penalty: 6044.866699
	Iteration 25Q: 3 clusters Score -2.501348e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188271 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -25013750.000000 Penalty: 6044.866699
	Iteration 26Q: 3 clusters Score -2.501375e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -25014020.000000 Penalty: 6044.866699
	Iteration 27Q: 3 clusters Score -2.501402e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190329 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -25014216.000000 Penalty: 6044.866699
	Iteration 28Q: 3 clusters Score -2.501422e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -25014192.000000 Penalty: 6044.866699
	Iteration 29Q: 3 clusters Score -2.501419e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191834 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25014408.000000 Penalty: 6044.866699
	Iteration 30Q: 3 clusters Score -2.501441e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192403 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -25014430.000000 Penalty: 6044.866699
	Iteration 31Q: 3 clusters Score -2.501443e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -25014368.000000 Penalty: 6044.866699
	Iteration 32Q: 3 clusters Score -2.501437e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -25014410.000000 Penalty: 6044.866699
	Iteration 33Q: 3 clusters Score -2.501441e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193627 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25014356.000000 Penalty: 6044.866699
	Iteration 34Q: 3 clusters Score -2.501436e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193890 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25014356.000000 Penalty: 6044.866699
	Iteration 35Q: 3 clusters Score -2.501436e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194096 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25014344.000000 Penalty: 6044.866699
	Iteration 36Q: 3 clusters Score -2.501434e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194235 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25014334.000000 Penalty: 6044.866699
	Iteration 37Q: 3 clusters Score -2.501433e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194338 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -25014328.000000 Penalty: 6044.866699
	Iteration 38Q: 3 clusters Score -2.501433e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25014316.000000 Penalty: 6044.866699
	Iteration 39Q: 3 clusters Score -2.501432e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194489 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25014322.000000 Penalty: 6044.866699
	Iteration 40F: 3 clusters Score -2.501432e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194553 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25014302.000000 Penalty: 6044.866699
	Iteration 41Q: 3 clusters Score -2.50143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -25014296.000000 Penalty: 6044.866699
	Iteration 42Q: 3 clusters Score -2.50143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194655 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25014302.000000 Penalty: 6044.866699
	Iteration 43Q: 3 clusters Score -2.50143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194704 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -25014302.000000 Penalty: 6044.866699
	Iteration 44Q: 3 clusters Score -2.50143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -25014322.000000 Penalty: 6044.866699
	Iteration 45Q: 3 clusters Score -2.501432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194796 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -25014288.000000 Penalty: 6044.866699
	Iteration 46Q: 3 clusters Score -2.501429e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194838 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25014284.000000 Penalty: 6044.866699
	Iteration 47Q: 3 clusters Score -2.501428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194865 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -25014310.000000 Penalty: 6044.866699
	Iteration 48Q: 3 clusters Score -2.501431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194890 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 49Q: 3 clusters Score -2.501427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194913 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 50Q: 3 clusters Score -2.501427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -25014268.000000 Penalty: 6044.866699
	Iteration 51Q: 3 clusters Score -2.501427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194959 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -25014252.000000 Penalty: 6044.866699
	Iteration 52Q: 3 clusters Score -2.501425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194973 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -25014252.000000 Penalty: 6044.866699
	Iteration 53Q: 3 clusters Score -2.501425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194989 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -25014256.000000 Penalty: 6044.866699
	Iteration 54Q: 3 clusters Score -2.501426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195005 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -25014266.000000 Penalty: 6044.866699
	Iteration 55Q: 3 clusters Score -2.501427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195019 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -25014274.000000 Penalty: 6044.866699
	Iteration 56Q: 3 clusters Score -2.501427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 57Q: 3 clusters Score -2.501427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195036 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -25014268.000000 Penalty: 6044.866699
	Iteration 58Q: 3 clusters Score -2.501427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195047 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 59Q: 3 clusters Score -2.501427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 60F: 3 clusters Score -2.501427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25014288.000000 Penalty: 6044.866699
	Iteration 61Q: 3 clusters Score -2.501429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -25014264.000000 Penalty: 6044.866699
	Iteration 62Q: 3 clusters Score -2.501426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -25014266.000000 Penalty: 6044.866699
	Iteration 63Q: 3 clusters Score -2.501427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195146 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -25014310.000000 Penalty: 6044.866699
	Iteration 64Q: 3 clusters Score -2.501431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -25014290.000000 Penalty: 6044.866699
	Iteration 65Q: 3 clusters Score -2.501429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25014294.000000 Penalty: 6044.866699
	Iteration 66Q: 3 clusters Score -2.501429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195174 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -25014280.000000 Penalty: 6044.866699
	Iteration 67Q: 3 clusters Score -2.501428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -25014304.000000 Penalty: 6044.866699
	Iteration 68Q: 3 clusters Score -2.50143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -25014290.000000 Penalty: 6044.866699
	Iteration 69Q: 3 clusters Score -2.501429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195200 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -25014292.000000 Penalty: 6044.866699
	Iteration 70Q: 3 clusters Score -2.501429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195206 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25014298.000000 Penalty: 6044.866699
	Iteration 71Q: 3 clusters Score -2.50143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195217 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -25014274.000000 Penalty: 6044.866699
	Iteration 72Q: 3 clusters Score -2.501427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195222 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25014280.000000 Penalty: 6044.866699
	Iteration 73Q: 3 clusters Score -2.501428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25014276.000000 Penalty: 6044.866699
	Iteration 74Q: 3 clusters Score -2.501428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -25014290.000000 Penalty: 6044.866699
	Iteration 75Q: 3 clusters Score -2.501429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195258 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25014274.000000 Penalty: 6044.866699
	Iteration 76Q: 3 clusters Score -2.501427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195268 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -25014290.000000 Penalty: 6044.866699
	Iteration 77Q: 3 clusters Score -2.501429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -25014302.000000 Penalty: 6044.866699
	Iteration 78Q: 3 clusters Score -2.50143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -25014288.000000 Penalty: 6044.866699
	Iteration 79Q: 3 clusters Score -2.501429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195287 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -25014280.000000 Penalty: 6044.866699
	Iteration 80F: 3 clusters Score -2.501428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25014276.000000 Penalty: 6044.866699
	Iteration 81Q: 3 clusters Score -2.501428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195291 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -25014270.000000 Penalty: 6044.866699
	Iteration 82Q: 3 clusters Score -2.501427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25014274.000000 Penalty: 6044.866699
	Iteration 83Q: 3 clusters Score -2.501427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25014274.000000 Penalty: 6044.866699
	Iteration 84F: 3 clusters Score -2.501427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Entering Unmasked Estep 
Score: -1848137.375000 Penalty: 2370.725098
	Iteration 0F: 2 clusters Score -1848137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1837858.000000 Penalty: 4741.450195
	Iteration 0F: 3 clusters Score -1837858 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1841059.875000 Penalty: 4741.450195
	Iteration 1F: 3 clusters Score -1841060 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1841391.000000 Penalty: 4741.450195
	Iteration 2F: 3 clusters Score -1841391 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1841649.250000 Penalty: 4741.450195
	Iteration 3Q: 3 clusters Score -1841649 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1841928.750000 Penalty: 4741.450195
	Iteration 4Q: 3 clusters Score -1841929 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1842232.750000 Penalty: 4741.450195
	Iteration 5Q: 3 clusters Score -1842233 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1842587.625000 Penalty: 4741.450195
	Iteration 6Q: 3 clusters Score -1842588 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1843049.250000 Penalty: 4741.450195
	Iteration 7Q: 3 clusters Score -1843049 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1843560.500000 Penalty: 4741.450195
	Iteration 8F: 3 clusters Score -1843560 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1844160.000000 Penalty: 4741.450195
	Iteration 9F: 3 clusters Score -1844160 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1844751.875000 Penalty: 4741.450195
	Iteration 10Q: 3 clusters Score -1844752 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1845199.625000 Penalty: 4741.450195
	Iteration 11Q: 3 clusters Score -1845200 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1845503.000000 Penalty: 4741.450195
	Iteration 12Q: 3 clusters Score -1845503 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1845686.500000 Penalty: 4741.450195
	Iteration 13Q: 3 clusters Score -1845686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1845827.000000 Penalty: 4741.450195
	Iteration 14Q: 3 clusters Score -1845827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1845913.375000 Penalty: 4741.450195
	Iteration 15Q: 3 clusters Score -1845913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1845958.500000 Penalty: 4741.450195
	Iteration 16Q: 3 clusters Score -1845958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1845992.500000 Penalty: 4741.450195
	Iteration 17Q: 3 clusters Score -1845992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1846014.250000 Penalty: 4741.450195
	Iteration 18Q: 3 clusters Score -1846014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1846028.875000 Penalty: 4741.450195
	Iteration 19Q: 3 clusters Score -1846029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1846043.625000 Penalty: 4741.450195
	Iteration 20F: 3 clusters Score -1846044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1846051.750000 Penalty: 4741.450195
	Iteration 21Q: 3 clusters Score -1846052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1846058.875000 Penalty: 4741.450195
	Iteration 22Q: 3 clusters Score -1846059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1846065.500000 Penalty: 4741.450195
	Iteration 23Q: 3 clusters Score -1846066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1846080.500000 Penalty: 4741.450195
	Iteration 24Q: 3 clusters Score -1846080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1846088.875000 Penalty: 4741.450195
	Iteration 25Q: 3 clusters Score -1846089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1846097.125000 Penalty: 4741.450195
	Iteration 26Q: 3 clusters Score -1846097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1846104.625000 Penalty: 4741.450195
	Iteration 27Q: 3 clusters Score -1846105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1846108.125000 Penalty: 4741.450195
	Iteration 28Q: 3 clusters Score -1846108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1846109.125000 Penalty: 4741.450195
	Iteration 29Q: 3 clusters Score -1846109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1846113.375000 Penalty: 4741.450195
	Iteration 30Q: 3 clusters Score -1846113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1846118.875000 Penalty: 4741.450195
	Iteration 31Q: 3 clusters Score -1846119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1846124.625000 Penalty: 4741.450195
	Iteration 32Q: 3 clusters Score -1846125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1846126.625000 Penalty: 4741.450195
	Iteration 33Q: 3 clusters Score -1846127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1846128.500000 Penalty: 4741.450195
	Iteration 34Q: 3 clusters Score -1846128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1846129.250000 Penalty: 4741.450195
	Iteration 35Q: 3 clusters Score -1846129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1846130.125000 Penalty: 4741.450195
	Iteration 36Q: 3 clusters Score -1846130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1846130.125000 Penalty: 4741.450195
	Iteration 37F: 3 clusters Score -1846130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (231099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231099 members 
Entering Unmasked Estep 
Score: -29547766.000000 Penalty: 3062.949219
	Iteration 0F: 2 clusters Score -2.954777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -29447002.000000 Penalty: 6125.898438
	Iteration 0F: 3 clusters Score -2.9447e+07 nChanged 111617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118575 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -29511972.000000 Penalty: 6125.898438
	Iteration 1F: 3 clusters Score -2.951197e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -29512844.000000 Penalty: 6125.898438
	Iteration 2Q: 3 clusters Score -2.951284e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -29514400.000000 Penalty: 6125.898438
	Iteration 3Q: 3 clusters Score -2.95144e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127105 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -29516094.000000 Penalty: 6125.898438
	Iteration 4Q: 3 clusters Score -2.951609e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133343 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -29518736.000000 Penalty: 6125.898438
	Iteration 5Q: 3 clusters Score -2.951874e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142401 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -29523162.000000 Penalty: 6125.898438
	Iteration 6Q: 3 clusters Score -2.952316e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -29529258.000000 Penalty: 6125.898438
	Iteration 7F: 3 clusters Score -2.952926e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -29535676.000000 Penalty: 6125.898438
	Iteration 8F: 3 clusters Score -2.953568e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182324 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -29540308.000000 Penalty: 6125.898438
	Iteration 9F: 3 clusters Score -2.954031e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192048 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -29541842.000000 Penalty: 6125.898438
	Iteration 10F: 3 clusters Score -2.954184e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197575 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -29543032.000000 Penalty: 6125.898438
	Iteration 11Q: 3 clusters Score -2.954303e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200369 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -29543646.000000 Penalty: 6125.898438
	Iteration 12Q: 3 clusters Score -2.954365e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201591 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -29544400.000000 Penalty: 6125.898438
	Iteration 13Q: 3 clusters Score -2.95444e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201936 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -29544588.000000 Penalty: 6125.898438
	Iteration 14Q: 3 clusters Score -2.954459e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201788 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -29544954.000000 Penalty: 6125.898438
	Iteration 15Q: 3 clusters Score -2.954495e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201474 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -29544890.000000 Penalty: 6125.898438
	Iteration 16Q: 3 clusters Score -2.954489e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -29544754.000000 Penalty: 6125.898438
	Iteration 17Q: 3 clusters Score -2.954475e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200838 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -29544702.000000 Penalty: 6125.898438
	Iteration 18Q: 3 clusters Score -2.95447e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200490 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -29544622.000000 Penalty: 6125.898438
	Iteration 19Q: 3 clusters Score -2.954462e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200096 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -29544736.000000 Penalty: 6125.898438
	Iteration 20F: 3 clusters Score -2.954474e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -29544764.000000 Penalty: 6125.898438
	Iteration 21Q: 3 clusters Score -2.954476e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199258 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -29544730.000000 Penalty: 6125.898438
	Iteration 22Q: 3 clusters Score -2.954473e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -29544796.000000 Penalty: 6125.898438
	Iteration 23Q: 3 clusters Score -2.95448e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198233 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -29544868.000000 Penalty: 6125.898438
	Iteration 24Q: 3 clusters Score -2.954487e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197599 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -29544908.000000 Penalty: 6125.898438
	Iteration 25Q: 3 clusters Score -2.954491e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -29545112.000000 Penalty: 6125.898438
	Iteration 26Q: 3 clusters Score -2.954511e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196083 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -29545254.000000 Penalty: 6125.898438
	Iteration 27Q: 3 clusters Score -2.954525e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195167 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -29545344.000000 Penalty: 6125.898438
	Iteration 28Q: 3 clusters Score -2.954534e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194110 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -29545674.000000 Penalty: 6125.898438
	Iteration 29Q: 3 clusters Score -2.954567e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -29545988.000000 Penalty: 6125.898438
	Iteration 30Q: 3 clusters Score -2.954599e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -29546258.000000 Penalty: 6125.898438
	Iteration 31Q: 3 clusters Score -2.954626e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -29546714.000000 Penalty: 6125.898438
	Iteration 32Q: 3 clusters Score -2.954671e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188571 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -29547070.000000 Penalty: 6125.898438
	Iteration 33Q: 3 clusters Score -2.954707e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186866 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -29547616.000000 Penalty: 6125.898438
	Iteration 34Q: 3 clusters Score -2.954762e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184980 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -29548276.000000 Penalty: 6125.898438
	Iteration 35Q: 3 clusters Score -2.954828e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -29548986.000000 Penalty: 6125.898438
	Iteration 36Q: 3 clusters Score -2.954899e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180871 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -29549920.000000 Penalty: 6125.898438
	Iteration 37Q: 3 clusters Score -2.954992e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -29550926.000000 Penalty: 6125.898438
	Iteration 38Q: 3 clusters Score -2.955093e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -29551502.000000 Penalty: 6125.898438
	Iteration 39Q: 3 clusters Score -2.95515e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173625 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -29551914.000000 Penalty: 6125.898438
	Iteration 40F: 3 clusters Score -2.955191e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -29552580.000000 Penalty: 6125.898438
	Iteration 41Q: 3 clusters Score -2.955258e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -29553072.000000 Penalty: 6125.898438
	Iteration 42Q: 3 clusters Score -2.955307e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -29553588.000000 Penalty: 6125.898438
	Iteration 43Q: 3 clusters Score -2.955359e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -29553970.000000 Penalty: 6125.898438
	Iteration 44Q: 3 clusters Score -2.955397e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -29554398.000000 Penalty: 6125.898438
	Iteration 45Q: 3 clusters Score -2.95544e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -29554802.000000 Penalty: 6125.898438
	Iteration 46Q: 3 clusters Score -2.95548e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -29555450.000000 Penalty: 6125.898438
	Iteration 47Q: 3 clusters Score -2.955545e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -29555868.000000 Penalty: 6125.898438
	Iteration 48Q: 3 clusters Score -2.955587e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -29556074.000000 Penalty: 6125.898438
	Iteration 49Q: 3 clusters Score -2.955607e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -29556306.000000 Penalty: 6125.898438
	Iteration 50Q: 3 clusters Score -2.955631e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -29556412.000000 Penalty: 6125.898438
	Iteration 51Q: 3 clusters Score -2.955641e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -29556608.000000 Penalty: 6125.898438
	Iteration 52Q: 3 clusters Score -2.955661e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -29556800.000000 Penalty: 6125.898438
	Iteration 53Q: 3 clusters Score -2.95568e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134995 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -29556950.000000 Penalty: 6125.898438
	Iteration 54Q: 3 clusters Score -2.955695e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132319 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -29557030.000000 Penalty: 6125.898438
	Iteration 55Q: 3 clusters Score -2.955703e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -29557154.000000 Penalty: 6125.898438
	Iteration 56Q: 3 clusters Score -2.955715e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 104419 members 
Entering Unmasked Estep 
Score: -29557558.000000 Penalty: 6125.898438
	Iteration 57Q: 3 clusters Score -2.955756e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123778 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -29557694.000000 Penalty: 6125.898438
	Iteration 58Q: 3 clusters Score -2.955769e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 110199 members 
Entering Unmasked Estep 
Score: -29557846.000000 Penalty: 6125.898438
	Iteration 59Q: 3 clusters Score -2.955785e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -29557944.000000 Penalty: 6125.898438
	Iteration 60F: 3 clusters Score -2.955794e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
Score: -29558138.000000 Penalty: 6125.898438
	Iteration 61Q: 3 clusters Score -2.955814e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -29558300.000000 Penalty: 6125.898438
	Iteration 62Q: 3 clusters Score -2.95583e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -29558844.000000 Penalty: 6125.898438
	Iteration 63Q: 3 clusters Score -2.955884e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -29559170.000000 Penalty: 6125.898438
	Iteration 64Q: 3 clusters Score -2.955917e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 134775 members 
Entering Unmasked Estep 
Score: -29559708.000000 Penalty: 6125.898438
	Iteration 65Q: 3 clusters Score -2.955971e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -29560130.000000 Penalty: 6125.898438
	Iteration 66Q: 3 clusters Score -2.956013e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 149125 members 
Entering Unmasked Estep 
Score: -29560580.000000 Penalty: 6125.898438
	Iteration 67Q: 3 clusters Score -2.956058e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -29560382.000000 Penalty: 6125.898438
	Iteration 68Q: 3 clusters Score -2.956038e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -29560456.000000 Penalty: 6125.898438
	Iteration 69F: 3 clusters Score -2.956046e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 186044 members 
Entering Unmasked Estep 
Score: -29558278.000000 Penalty: 6125.898438
	Iteration 70F: 3 clusters Score -2.955828e+07 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 202933 members 
Entering Unmasked Estep 
Score: -29554114.000000 Penalty: 6125.898438
	Iteration 71F: 3 clusters Score -2.955411e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 216730 members 
Entering Unmasked Estep 
Score: -29549496.000000 Penalty: 6125.898438
	Iteration 72F: 3 clusters Score -2.95495e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -29547238.000000 Penalty: 6125.898438
	Iteration 73Q: 3 clusters Score -2.954724e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 226470 members 
Entering Unmasked Estep 
Score: -29546398.000000 Penalty: 6125.898438
	Iteration 74Q: 3 clusters Score -2.95464e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -29546010.000000 Penalty: 6125.898438
	Iteration 75Q: 3 clusters Score -2.954601e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 229092 members 
Entering Unmasked Estep 
Score: -29545684.000000 Penalty: 6125.898438
	Iteration 76Q: 3 clusters Score -2.954568e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 229641 members 
Entering Unmasked Estep 
Score: -29545586.000000 Penalty: 6125.898438
	Iteration 77Q: 3 clusters Score -2.954559e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 229965 members 
Entering Unmasked Estep 
Score: -29545548.000000 Penalty: 6125.898438
	Iteration 78Q: 3 clusters Score -2.954555e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 230160 members 
Entering Unmasked Estep 
Score: -29545514.000000 Penalty: 6125.898438
	Iteration 79Q: 3 clusters Score -2.954551e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 230300 members 
Entering Unmasked Estep 
Score: -29545470.000000 Penalty: 6125.898438
	Iteration 80F: 3 clusters Score -2.954547e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 230385 members 
Entering Unmasked Estep 
Score: -29545498.000000 Penalty: 6125.898438
	Iteration 81Q: 3 clusters Score -2.95455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 230452 members 
Entering Unmasked Estep 
Score: -29545478.000000 Penalty: 6125.898438
	Iteration 82Q: 3 clusters Score -2.954548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 230504 members 
Entering Unmasked Estep 
Score: -29545480.000000 Penalty: 6125.898438
	Iteration 83Q: 3 clusters Score -2.954548e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 230537 members 
Entering Unmasked Estep 
Score: -29545512.000000 Penalty: 6125.898438
	Iteration 84Q: 3 clusters Score -2.954551e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 230561 members 
Entering Unmasked Estep 
Score: -29545506.000000 Penalty: 6125.898438
	Iteration 85Q: 3 clusters Score -2.954551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 230580 members 
Entering Unmasked Estep 
Score: -29545528.000000 Penalty: 6125.898438
	Iteration 86Q: 3 clusters Score -2.954553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 230594 members 
Entering Unmasked Estep 
Score: -29545514.000000 Penalty: 6125.898438
	Iteration 87Q: 3 clusters Score -2.954551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 230599 members 
Entering Unmasked Estep 
Score: -29545508.000000 Penalty: 6125.898438
	Iteration 88Q: 3 clusters Score -2.954551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 230606 members 
Entering Unmasked Estep 
Score: -29545506.000000 Penalty: 6125.898438
	Iteration 89Q: 3 clusters Score -2.954551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 230617 members 
Entering Unmasked Estep 
Score: -29545526.000000 Penalty: 6125.898438
	Iteration 90Q: 3 clusters Score -2.954553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 230625 members 
Entering Unmasked Estep 
Score: -29545516.000000 Penalty: 6125.898438
	Iteration 91Q: 3 clusters Score -2.954552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 230629 members 
Entering Unmasked Estep 
Score: -29545512.000000 Penalty: 6125.898438
	Iteration 92Q: 3 clusters Score -2.954551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 230633 members 
Entering Unmasked Estep 
Score: -29545524.000000 Penalty: 6125.898438
	Iteration 93Q: 3 clusters Score -2.954552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230637 members 
Entering Unmasked Estep 
Score: -29545516.000000 Penalty: 6125.898438
	Iteration 94Q: 3 clusters Score -2.954552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 230639 members 
Entering Unmasked Estep 
Score: -29545526.000000 Penalty: 6125.898438
	Iteration 95Q: 3 clusters Score -2.954553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 230644 members 
Entering Unmasked Estep 
Score: -29545536.000000 Penalty: 6125.898438
	Iteration 96Q: 3 clusters Score -2.954554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 230649 members 
Entering Unmasked Estep 
Score: -29545520.000000 Penalty: 6125.898438
	Iteration 97Q: 3 clusters Score -2.954552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 230650 members 
Entering Unmasked Estep 
Score: -29545518.000000 Penalty: 6125.898438
	Iteration 98Q: 3 clusters Score -2.954552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 230651 members 
Entering Unmasked Estep 
Score: -29545520.000000 Penalty: 6125.898438
	Iteration 99Q: 3 clusters Score -2.954552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 230651 members 
Entering Unmasked Estep 
Score: -29545520.000000 Penalty: 6125.898438
	Iteration 100F: 3 clusters Score -2.954552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -140076.093750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -140076.1 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 607 members 
Entering Unmasked Estep 
Score: -138055.109375 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -138055.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138584.140625 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -138584.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138876.234375 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -138876.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139098.734375 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -139098.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -139251.187500 Penalty: 3501.996338
	Iteration 4F: 3 clusters Score -139251.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139347.453125 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -139347.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -139430.578125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -139430.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -139485.953125 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -139486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139544.109375 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -139544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139574.265625 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -139574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139604.968750 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -139605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139620.796875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -139620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -139634.312500 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -139634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139635.750000 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -139635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139635.750000 Penalty: 3501.996338
	Iteration 14F: 3 clusters Score -139635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Entering Unmasked Estep 
Score: -5571573.000000 Penalty: 2647.011475
	Iteration 0F: 2 clusters Score -5571573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5542501.000000 Penalty: 5294.022949
	Iteration 0F: 3 clusters Score -5542501 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5553145.500000 Penalty: 5294.022949
	Iteration 1F: 3 clusters Score -5553146 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5553664.000000 Penalty: 5294.022949
	Iteration 2Q: 3 clusters Score -5553664 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5554119.500000 Penalty: 5294.022949
	Iteration 3Q: 3 clusters Score -5554120 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5554682.500000 Penalty: 5294.022949
	Iteration 4Q: 3 clusters Score -5554682 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -5555247.500000 Penalty: 5294.022949
	Iteration 5Q: 3 clusters Score -5555248 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5555937.000000 Penalty: 5294.022949
	Iteration 6Q: 3 clusters Score -5555937 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5556829.000000 Penalty: 5294.022949
	Iteration 7Q: 3 clusters Score -5556829 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5558069.500000 Penalty: 5294.022949
	Iteration 8Q: 3 clusters Score -5558070 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5559604.000000 Penalty: 5294.022949
	Iteration 9F: 3 clusters Score -5559604 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5561217.500000 Penalty: 5294.022949
	Iteration 10F: 3 clusters Score -5561218 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5562452.500000 Penalty: 5294.022949
	Iteration 11Q: 3 clusters Score -5562452 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5563137.500000 Penalty: 5294.022949
	Iteration 12Q: 3 clusters Score -5563138 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5563462.500000 Penalty: 5294.022949
	Iteration 13Q: 3 clusters Score -5563462 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5563651.500000 Penalty: 5294.022949
	Iteration 14Q: 3 clusters Score -5563652 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5563811.500000 Penalty: 5294.022949
	Iteration 15Q: 3 clusters Score -5563812 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -5564019.000000 Penalty: 5294.022949
	Iteration 16Q: 3 clusters Score -5564019 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -5564177.500000 Penalty: 5294.022949
	Iteration 17Q: 3 clusters Score -5564178 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5564378.500000 Penalty: 5294.022949
	Iteration 18Q: 3 clusters Score -5564378 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5564617.000000 Penalty: 5294.022949
	Iteration 19Q: 3 clusters Score -5564617 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5564819.500000 Penalty: 5294.022949
	Iteration 20F: 3 clusters Score -5564820 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5565135.500000 Penalty: 5294.022949
	Iteration 21Q: 3 clusters Score -5565136 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -5565420.500000 Penalty: 5294.022949
	Iteration 22Q: 3 clusters Score -5565420 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -5565694.500000 Penalty: 5294.022949
	Iteration 23Q: 3 clusters Score -5565694 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -5565979.000000 Penalty: 5294.022949
	Iteration 24Q: 3 clusters Score -5565979 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5566250.500000 Penalty: 5294.022949
	Iteration 25Q: 3 clusters Score -5566250 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5566488.000000 Penalty: 5294.022949
	Iteration 26Q: 3 clusters Score -5566488 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5566720.000000 Penalty: 5294.022949
	Iteration 27Q: 3 clusters Score -5566720 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5566906.500000 Penalty: 5294.022949
	Iteration 28Q: 3 clusters Score -5566906 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5567120.000000 Penalty: 5294.022949
	Iteration 29Q: 3 clusters Score -5567120 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5567281.500000 Penalty: 5294.022949
	Iteration 30Q: 3 clusters Score -5567282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5567441.000000 Penalty: 5294.022949
	Iteration 31Q: 3 clusters Score -5567441 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5567600.000000 Penalty: 5294.022949
	Iteration 32Q: 3 clusters Score -5567600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5567767.500000 Penalty: 5294.022949
	Iteration 33Q: 3 clusters Score -5567768 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5567920.000000 Penalty: 5294.022949
	Iteration 34Q: 3 clusters Score -5567920 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5568068.500000 Penalty: 5294.022949
	Iteration 35Q: 3 clusters Score -5568068 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5568164.500000 Penalty: 5294.022949
	Iteration 36Q: 3 clusters Score -5568164 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -5568254.000000 Penalty: 5294.022949
	Iteration 37Q: 3 clusters Score -5568254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5568377.500000 Penalty: 5294.022949
	Iteration 38Q: 3 clusters Score -5568378 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5568453.000000 Penalty: 5294.022949
	Iteration 39Q: 3 clusters Score -5568453 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5568508.000000 Penalty: 5294.022949
	Iteration 40F: 3 clusters Score -5568508 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5568561.000000 Penalty: 5294.022949
	Iteration 41Q: 3 clusters Score -5568561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5568625.000000 Penalty: 5294.022949
	Iteration 42Q: 3 clusters Score -5568625 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5568670.000000 Penalty: 5294.022949
	Iteration 43Q: 3 clusters Score -5568670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5568729.000000 Penalty: 5294.022949
	Iteration 44Q: 3 clusters Score -5568729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5568809.000000 Penalty: 5294.022949
	Iteration 45Q: 3 clusters Score -5568809 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5568846.500000 Penalty: 5294.022949
	Iteration 46Q: 3 clusters Score -5568846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5568876.000000 Penalty: 5294.022949
	Iteration 47Q: 3 clusters Score -5568876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5568915.500000 Penalty: 5294.022949
	Iteration 48Q: 3 clusters Score -5568916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5568945.000000 Penalty: 5294.022949
	Iteration 49Q: 3 clusters Score -5568945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5568982.000000 Penalty: 5294.022949
	Iteration 50Q: 3 clusters Score -5568982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5569008.000000 Penalty: 5294.022949
	Iteration 51Q: 3 clusters Score -5569008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5569014.500000 Penalty: 5294.022949
	Iteration 52Q: 3 clusters Score -5569014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5569047.000000 Penalty: 5294.022949
	Iteration 53Q: 3 clusters Score -5569047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5569049.000000 Penalty: 5294.022949
	Iteration 54Q: 3 clusters Score -5569049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5569068.000000 Penalty: 5294.022949
	Iteration 55Q: 3 clusters Score -5569068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5569073.000000 Penalty: 5294.022949
	Iteration 56Q: 3 clusters Score -5569073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5569076.000000 Penalty: 5294.022949
	Iteration 57Q: 3 clusters Score -5569076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -5569088.000000 Penalty: 5294.022949
	Iteration 58Q: 3 clusters Score -5569088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5569104.500000 Penalty: 5294.022949
	Iteration 59Q: 3 clusters Score -5569104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5569111.500000 Penalty: 5294.022949
	Iteration 60F: 3 clusters Score -5569112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5569120.500000 Penalty: 5294.022949
	Iteration 61Q: 3 clusters Score -5569120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5569135.500000 Penalty: 5294.022949
	Iteration 62Q: 3 clusters Score -5569136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5569147.500000 Penalty: 5294.022949
	Iteration 63Q: 3 clusters Score -5569148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5569147.500000 Penalty: 5294.022949
	Iteration 64Q: 3 clusters Score -5569148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5569159.500000 Penalty: 5294.022949
	Iteration 65Q: 3 clusters Score -5569160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5569157.000000 Penalty: 5294.022949
	Iteration 66Q: 3 clusters Score -5569157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5569166.500000 Penalty: 5294.022949
	Iteration 67Q: 3 clusters Score -5569166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5569180.000000 Penalty: 5294.022949
	Iteration 68Q: 3 clusters Score -5569180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5569177.000000 Penalty: 5294.022949
	Iteration 69Q: 3 clusters Score -5569177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5569180.500000 Penalty: 5294.022949
	Iteration 70Q: 3 clusters Score -5569180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5569180.500000 Penalty: 5294.022949
	Iteration 71Q: 3 clusters Score -5569180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5569181.500000 Penalty: 5294.022949
	Iteration 72Q: 3 clusters Score -5569182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5569180.000000 Penalty: 5294.022949
	Iteration 73Q: 3 clusters Score -5569180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5569174.000000 Penalty: 5294.022949
	Iteration 74Q: 3 clusters Score -5569174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5569189.000000 Penalty: 5294.022949
	Iteration 75Q: 3 clusters Score -5569189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5569196.500000 Penalty: 5294.022949
	Iteration 76Q: 3 clusters Score -5569196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5569197.000000 Penalty: 5294.022949
	Iteration 77Q: 3 clusters Score -5569197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5569202.000000 Penalty: 5294.022949
	Iteration 78Q: 3 clusters Score -5569202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5569210.000000 Penalty: 5294.022949
	Iteration 79Q: 3 clusters Score -5569210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5569199.000000 Penalty: 5294.022949
	Iteration 80F: 3 clusters Score -5569199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5569207.500000 Penalty: 5294.022949
	Iteration 81Q: 3 clusters Score -5569208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5569206.500000 Penalty: 5294.022949
	Iteration 82Q: 3 clusters Score -5569206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5569205.500000 Penalty: 5294.022949
	Iteration 83Q: 3 clusters Score -5569206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5569212.500000 Penalty: 5294.022949
	Iteration 84Q: 3 clusters Score -5569212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5569210.000000 Penalty: 5294.022949
	Iteration 85Q: 3 clusters Score -5569210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5569211.500000 Penalty: 5294.022949
	Iteration 86Q: 3 clusters Score -5569212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5569219.500000 Penalty: 5294.022949
	Iteration 87Q: 3 clusters Score -5569220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5569224.500000 Penalty: 5294.022949
	Iteration 88Q: 3 clusters Score -5569224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -5569223.000000 Penalty: 5294.022949
	Iteration 89Q: 3 clusters Score -5569223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5569224.500000 Penalty: 5294.022949
	Iteration 90Q: 3 clusters Score -5569224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5569225.000000 Penalty: 5294.022949
	Iteration 91Q: 3 clusters Score -5569225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5569225.000000 Penalty: 5294.022949
	Iteration 92F: 3 clusters Score -5569225 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: -343211.531250 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -343211.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -340129.718750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -340129.7 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -340785.093750 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -340785.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -340948.843750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -340948.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -341058.031250 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -341058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -341127.718750 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -341127.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -341175.593750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -341175.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -341205.312500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -341205.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -341232.875000 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -341232.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341253.125000 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -341253.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -341270.312500 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -341270.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -341286.781250 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -341286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341299.031250 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -341299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -341313.656250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -341313.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -341327.156250 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -341327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -341337.625000 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -341337.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -341348.375000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -341348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -341359.312500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -341359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -341366.437500 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -341366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -341372.312500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -341372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -341376.062500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -341376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -341376.781250 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -341376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -341378.031250 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -341378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -341379.906250 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -341379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -341382.062500 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -341382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -341386.000000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -341386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -341389.968750 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -341390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -341393.812500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -341393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -341396.312500 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -341396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -341396.875000 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -341396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -341399.000000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -341399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -341400.250000 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -341400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -341401.187500 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -341401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -341402.343750 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -341402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -341402.812500 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -341402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -341402.812500 Penalty: 3924.198486
	Iteration 34F: 3 clusters Score -341402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -635021.625000 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -635021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -630345.875000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -630345.9 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -631511.562500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -631511.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -631791.937500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -631791.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -631977.250000 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -631977.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -632095.750000 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -632095.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -632187.937500 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -632187.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -632270.937500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -632270.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -632357.437500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -632357.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -632450.500000 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -632450.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -632608.062500 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -632608.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -632821.062500 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -632821.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -633140.062500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -633140.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -633468.437500 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -633468.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -633704.437500 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -633704.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -633884.500000 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -633884.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -633989.937500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -633989.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -634051.000000 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -634051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -634077.750000 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -634077.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -634088.312500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -634088.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -634092.250000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -634092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -634098.437500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -634098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -634104.312500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -634104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -634105.875000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -634105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -634107.187500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -634107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634107.937500 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -634107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634109.125000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -634109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -634109.000000 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -634109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634110.000000 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -634110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634110.000000 Penalty: 4246.550293
	Iteration 28F: 3 clusters Score -634110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -255560.171875 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -255560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -252877.781250 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -252877.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -253389.156250 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -253389.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253527.343750 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -253527.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253593.890625 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -253593.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -253631.343750 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -253631.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253666.265625 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -253666.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253691.437500 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -253691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253709.500000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -253709.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253725.750000 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -253725.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -253742.296875 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -253742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253751.906250 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -253751.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253763.343750 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -253763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253773.468750 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -253773.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253782.671875 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -253782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -253790.921875 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -253790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253797.015625 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -253797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253803.687500 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -253803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253809.109375 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -253809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253814.265625 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -253814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -253817.390625 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -253817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253818.765625 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -253818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253818.937500 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -253818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253820.687500 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -253820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253821.781250 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -253821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253823.250000 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -253823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253825.171875 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -253825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253826.250000 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -253826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253827.703125 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -253827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253828.062500 Penalty: 3779.383301
	Iteration 28Q: 3 clusters Score -253828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253828.062500 Penalty: 3779.383301
	Iteration 29F: 3 clusters Score -253828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48557.671875 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48557.67 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 239 members 
Entering Unmasked Estep 
Score: -47102.828125 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47102.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47250.011719 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47250.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47319.828125 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -47319.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47349.425781 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47349.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47372.843750 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -47372.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47397.531250 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -47397.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47409.535156 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -47409.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47422.437500 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -47422.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47425.320312 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -47425.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47425.320312 Penalty: 3021.289795
	Iteration 9F: 3 clusters Score -47425.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Entering Unmasked Estep 
Score: -6167571.500000 Penalty: 2680.306152
	Iteration 0F: 2 clusters Score -6167572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6134568.500000 Penalty: 5360.612305
	Iteration 0F: 3 clusters Score -6134568 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -6146805.500000 Penalty: 5360.612305
	Iteration 1F: 3 clusters Score -6146806 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6147298.500000 Penalty: 5360.612305
	Iteration 2Q: 3 clusters Score -6147298 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -6147745.500000 Penalty: 5360.612305
	Iteration 3Q: 3 clusters Score -6147746 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6148105.000000 Penalty: 5360.612305
	Iteration 4Q: 3 clusters Score -6148105 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6148534.500000 Penalty: 5360.612305
	Iteration 5Q: 3 clusters Score -6148534 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -6149027.000000 Penalty: 5360.612305
	Iteration 6Q: 3 clusters Score -6149027 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6149755.000000 Penalty: 5360.612305
	Iteration 7Q: 3 clusters Score -6149755 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6150831.000000 Penalty: 5360.612305
	Iteration 8Q: 3 clusters Score -6150831 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6152343.500000 Penalty: 5360.612305
	Iteration 9F: 3 clusters Score -6152344 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -6154330.000000 Penalty: 5360.612305
	Iteration 10F: 3 clusters Score -6154330 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -6156569.000000 Penalty: 5360.612305
	Iteration 11F: 3 clusters Score -6156569 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -6158517.500000 Penalty: 5360.612305
	Iteration 12F: 3 clusters Score -6158518 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -6160182.000000 Penalty: 5360.612305
	Iteration 13Q: 3 clusters Score -6160182 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -6161970.500000 Penalty: 5360.612305
	Iteration 14Q: 3 clusters Score -6161970 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -6163896.000000 Penalty: 5360.612305
	Iteration 15Q: 3 clusters Score -6163896 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6164677.500000 Penalty: 5360.612305
	Iteration 16Q: 3 clusters Score -6164678 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6164904.000000 Penalty: 5360.612305
	Iteration 17Q: 3 clusters Score -6164904 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6165021.000000 Penalty: 5360.612305
	Iteration 18Q: 3 clusters Score -6165021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6165069.000000 Penalty: 5360.612305
	Iteration 19Q: 3 clusters Score -6165069 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6165094.000000 Penalty: 5360.612305
	Iteration 20F: 3 clusters Score -6165094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6165146.000000 Penalty: 5360.612305
	Iteration 21Q: 3 clusters Score -6165146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6165164.000000 Penalty: 5360.612305
	Iteration 22Q: 3 clusters Score -6165164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -6165174.000000 Penalty: 5360.612305
	Iteration 23Q: 3 clusters Score -6165174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6165191.500000 Penalty: 5360.612305
	Iteration 24Q: 3 clusters Score -6165192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6165204.000000 Penalty: 5360.612305
	Iteration 25Q: 3 clusters Score -6165204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6165207.500000 Penalty: 5360.612305
	Iteration 26Q: 3 clusters Score -6165208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6165208.500000 Penalty: 5360.612305
	Iteration 27Q: 3 clusters Score -6165208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6165208.500000 Penalty: 5360.612305
	Iteration 28Q: 3 clusters Score -6165208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6165228.500000 Penalty: 5360.612305
	Iteration 29Q: 3 clusters Score -6165228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6165215.000000 Penalty: 5360.612305
	Iteration 30Q: 3 clusters Score -6165215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6165215.000000 Penalty: 5360.612305
	Iteration 31Q: 3 clusters Score -6165215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -6165231.500000 Penalty: 5360.612305
	Iteration 32Q: 3 clusters Score -6165232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -6165229.000000 Penalty: 5360.612305
	Iteration 33Q: 3 clusters Score -6165229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6165238.000000 Penalty: 5360.612305
	Iteration 34Q: 3 clusters Score -6165238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6165243.000000 Penalty: 5360.612305
	Iteration 35Q: 3 clusters Score -6165243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -6165237.000000 Penalty: 5360.612305
	Iteration 36Q: 3 clusters Score -6165237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -6165239.000000 Penalty: 5360.612305
	Iteration 37Q: 3 clusters Score -6165239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6165235.500000 Penalty: 5360.612305
	Iteration 38Q: 3 clusters Score -6165236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6165233.500000 Penalty: 5360.612305
	Iteration 39Q: 3 clusters Score -6165234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6165246.500000 Penalty: 5360.612305
	Iteration 40F: 3 clusters Score -6165246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -6165243.000000 Penalty: 5360.612305
	Iteration 41Q: 3 clusters Score -6165243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6165249.000000 Penalty: 5360.612305
	Iteration 42Q: 3 clusters Score -6165249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -6165255.000000 Penalty: 5360.612305
	Iteration 43Q: 3 clusters Score -6165255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6165252.000000 Penalty: 5360.612305
	Iteration 44Q: 3 clusters Score -6165252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6165256.500000 Penalty: 5360.612305
	Iteration 45Q: 3 clusters Score -6165256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6165251.500000 Penalty: 5360.612305
	Iteration 46Q: 3 clusters Score -6165252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6165260.000000 Penalty: 5360.612305
	Iteration 47Q: 3 clusters Score -6165260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6165266.000000 Penalty: 5360.612305
	Iteration 48Q: 3 clusters Score -6165266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6165274.500000 Penalty: 5360.612305
	Iteration 49Q: 3 clusters Score -6165274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6165273.500000 Penalty: 5360.612305
	Iteration 50Q: 3 clusters Score -6165274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6165274.000000 Penalty: 5360.612305
	Iteration 51Q: 3 clusters Score -6165274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6165271.500000 Penalty: 5360.612305
	Iteration 52Q: 3 clusters Score -6165272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6165269.500000 Penalty: 5360.612305
	Iteration 53Q: 3 clusters Score -6165270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6165274.500000 Penalty: 5360.612305
	Iteration 54Q: 3 clusters Score -6165274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -6165282.500000 Penalty: 5360.612305
	Iteration 55Q: 3 clusters Score -6165282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6165277.500000 Penalty: 5360.612305
	Iteration 56Q: 3 clusters Score -6165278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6165276.000000 Penalty: 5360.612305
	Iteration 57Q: 3 clusters Score -6165276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6165279.000000 Penalty: 5360.612305
	Iteration 58Q: 3 clusters Score -6165279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6165277.000000 Penalty: 5360.612305
	Iteration 59Q: 3 clusters Score -6165277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -6165286.500000 Penalty: 5360.612305
	Iteration 60F: 3 clusters Score -6165286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6165288.500000 Penalty: 5360.612305
	Iteration 61Q: 3 clusters Score -6165288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6165290.500000 Penalty: 5360.612305
	Iteration 62Q: 3 clusters Score -6165290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6165288.000000 Penalty: 5360.612305
	Iteration 63Q: 3 clusters Score -6165288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6165298.000000 Penalty: 5360.612305
	Iteration 64Q: 3 clusters Score -6165298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -6165296.000000 Penalty: 5360.612305
	Iteration 65Q: 3 clusters Score -6165296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6165308.500000 Penalty: 5360.612305
	Iteration 66Q: 3 clusters Score -6165308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6165305.000000 Penalty: 5360.612305
	Iteration 67Q: 3 clusters Score -6165305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6165305.000000 Penalty: 5360.612305
	Iteration 68Q: 3 clusters Score -6165305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6165306.500000 Penalty: 5360.612305
	Iteration 69Q: 3 clusters Score -6165306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6165308.000000 Penalty: 5360.612305
	Iteration 70Q: 3 clusters Score -6165308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6165309.500000 Penalty: 5360.612305
	Iteration 71Q: 3 clusters Score -6165310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6165329.000000 Penalty: 5360.612305
	Iteration 72Q: 3 clusters Score -6165329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6165322.000000 Penalty: 5360.612305
	Iteration 73Q: 3 clusters Score -6165322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6165321.500000 Penalty: 5360.612305
	Iteration 74Q: 3 clusters Score -6165322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -6165317.000000 Penalty: 5360.612305
	Iteration 75Q: 3 clusters Score -6165317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6165323.500000 Penalty: 5360.612305
	Iteration 76Q: 3 clusters Score -6165324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6165322.000000 Penalty: 5360.612305
	Iteration 77Q: 3 clusters Score -6165322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -6165326.500000 Penalty: 5360.612305
	Iteration 78Q: 3 clusters Score -6165326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6165327.000000 Penalty: 5360.612305
	Iteration 79Q: 3 clusters Score -6165327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -6165327.000000 Penalty: 5360.612305
	Iteration 80F: 3 clusters Score -6165327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6165333.000000 Penalty: 5360.612305
	Iteration 81Q: 3 clusters Score -6165333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6165333.000000 Penalty: 5360.612305
	Iteration 82F: 3 clusters Score -6165333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172830 members 
Entering Unmasked Estep 
Score: -22039052.000000 Penalty: 2990.895752
	Iteration 0F: 2 clusters Score -2.203905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -21923858.000000 Penalty: 5981.791504
	Iteration 0F: 3 clusters Score -2.192386e+07 nChanged 82857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -21972956.000000 Penalty: 5981.791504
	Iteration 1F: 3 clusters Score -2.197296e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -21974740.000000 Penalty: 5981.791504
	Iteration 2Q: 3 clusters Score -2.197474e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -21976606.000000 Penalty: 5981.791504
	Iteration 3Q: 3 clusters Score -2.197661e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -21979436.000000 Penalty: 5981.791504
	Iteration 4Q: 3 clusters Score -2.197944e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -21982916.000000 Penalty: 5981.791504
	Iteration 5Q: 3 clusters Score -2.198292e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -21987444.000000 Penalty: 5981.791504
	Iteration 6F: 3 clusters Score -2.198744e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -21993522.000000 Penalty: 5981.791504
	Iteration 7F: 3 clusters Score -2.199352e+07 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -22001182.000000 Penalty: 5981.791504
	Iteration 8F: 3 clusters Score -2.200118e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -22009808.000000 Penalty: 5981.791504
	Iteration 9F: 3 clusters Score -2.200981e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -22017180.000000 Penalty: 5981.791504
	Iteration 10F: 3 clusters Score -2.201718e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -22021302.000000 Penalty: 5981.791504
	Iteration 11Q: 3 clusters Score -2.20213e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -22023052.000000 Penalty: 5981.791504
	Iteration 12Q: 3 clusters Score -2.202305e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -22024116.000000 Penalty: 5981.791504
	Iteration 13Q: 3 clusters Score -2.202412e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -22024754.000000 Penalty: 5981.791504
	Iteration 14Q: 3 clusters Score -2.202475e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -22025198.000000 Penalty: 5981.791504
	Iteration 15Q: 3 clusters Score -2.20252e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -22025444.000000 Penalty: 5981.791504
	Iteration 16Q: 3 clusters Score -2.202544e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -22025588.000000 Penalty: 5981.791504
	Iteration 17Q: 3 clusters Score -2.202559e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -22025718.000000 Penalty: 5981.791504
	Iteration 18Q: 3 clusters Score -2.202572e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -22025790.000000 Penalty: 5981.791504
	Iteration 19Q: 3 clusters Score -2.202579e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -22025974.000000 Penalty: 5981.791504
	Iteration 20F: 3 clusters Score -2.202597e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -22026048.000000 Penalty: 5981.791504
	Iteration 21Q: 3 clusters Score -2.202605e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -22026044.000000 Penalty: 5981.791504
	Iteration 22Q: 3 clusters Score -2.202604e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -22026152.000000 Penalty: 5981.791504
	Iteration 23Q: 3 clusters Score -2.202615e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -22026142.000000 Penalty: 5981.791504
	Iteration 24Q: 3 clusters Score -2.202614e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -22026180.000000 Penalty: 5981.791504
	Iteration 25Q: 3 clusters Score -2.202618e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -22026246.000000 Penalty: 5981.791504
	Iteration 26Q: 3 clusters Score -2.202625e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -22026346.000000 Penalty: 5981.791504
	Iteration 27Q: 3 clusters Score -2.202635e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -22026340.000000 Penalty: 5981.791504
	Iteration 28Q: 3 clusters Score -2.202634e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -22026430.000000 Penalty: 5981.791504
	Iteration 29Q: 3 clusters Score -2.202643e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -22026472.000000 Penalty: 5981.791504
	Iteration 30Q: 3 clusters Score -2.202647e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -22026596.000000 Penalty: 5981.791504
	Iteration 31Q: 3 clusters Score -2.20266e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -22026646.000000 Penalty: 5981.791504
	Iteration 32Q: 3 clusters Score -2.202665e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -22026684.000000 Penalty: 5981.791504
	Iteration 33Q: 3 clusters Score -2.202668e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -22026716.000000 Penalty: 5981.791504
	Iteration 34Q: 3 clusters Score -2.202672e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -22026804.000000 Penalty: 5981.791504
	Iteration 35Q: 3 clusters Score -2.20268e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -22026846.000000 Penalty: 5981.791504
	Iteration 36Q: 3 clusters Score -2.202685e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -22026860.000000 Penalty: 5981.791504
	Iteration 37Q: 3 clusters Score -2.202686e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -22026972.000000 Penalty: 5981.791504
	Iteration 38Q: 3 clusters Score -2.202697e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -22027042.000000 Penalty: 5981.791504
	Iteration 39Q: 3 clusters Score -2.202704e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -22027050.000000 Penalty: 5981.791504
	Iteration 40F: 3 clusters Score -2.202705e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -22027060.000000 Penalty: 5981.791504
	Iteration 41Q: 3 clusters Score -2.202706e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -22027104.000000 Penalty: 5981.791504
	Iteration 42Q: 3 clusters Score -2.20271e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -22027216.000000 Penalty: 5981.791504
	Iteration 43Q: 3 clusters Score -2.202722e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -22027204.000000 Penalty: 5981.791504
	Iteration 44Q: 3 clusters Score -2.20272e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -22027276.000000 Penalty: 5981.791504
	Iteration 45Q: 3 clusters Score -2.202728e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -22027334.000000 Penalty: 5981.791504
	Iteration 46Q: 3 clusters Score -2.202733e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -22027386.000000 Penalty: 5981.791504
	Iteration 47Q: 3 clusters Score -2.202739e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -22027452.000000 Penalty: 5981.791504
	Iteration 48Q: 3 clusters Score -2.202745e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -22027484.000000 Penalty: 5981.791504
	Iteration 49Q: 3 clusters Score -2.202748e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -22027564.000000 Penalty: 5981.791504
	Iteration 50Q: 3 clusters Score -2.202756e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -22027668.000000 Penalty: 5981.791504
	Iteration 51Q: 3 clusters Score -2.202767e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -22027726.000000 Penalty: 5981.791504
	Iteration 52Q: 3 clusters Score -2.202773e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -22027860.000000 Penalty: 5981.791504
	Iteration 53Q: 3 clusters Score -2.202786e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 112473 members 
Entering Unmasked Estep 
Score: -22027888.000000 Penalty: 5981.791504
	Iteration 54Q: 3 clusters Score -2.202789e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -22028026.000000 Penalty: 5981.791504
	Iteration 55Q: 3 clusters Score -2.202803e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -22028062.000000 Penalty: 5981.791504
	Iteration 56Q: 3 clusters Score -2.202806e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -22028100.000000 Penalty: 5981.791504
	Iteration 57Q: 3 clusters Score -2.20281e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -22028200.000000 Penalty: 5981.791504
	Iteration 58Q: 3 clusters Score -2.20282e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -22028328.000000 Penalty: 5981.791504
	Iteration 59Q: 3 clusters Score -2.202833e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -22028426.000000 Penalty: 5981.791504
	Iteration 60F: 3 clusters Score -2.202843e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -22028598.000000 Penalty: 5981.791504
	Iteration 61Q: 3 clusters Score -2.20286e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -22028696.000000 Penalty: 5981.791504
	Iteration 62Q: 3 clusters Score -2.20287e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -22028834.000000 Penalty: 5981.791504
	Iteration 63Q: 3 clusters Score -2.202883e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -22028978.000000 Penalty: 5981.791504
	Iteration 64Q: 3 clusters Score -2.202898e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -22029124.000000 Penalty: 5981.791504
	Iteration 65Q: 3 clusters Score -2.202912e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -22029182.000000 Penalty: 5981.791504
	Iteration 66Q: 3 clusters Score -2.202918e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -22029374.000000 Penalty: 5981.791504
	Iteration 67Q: 3 clusters Score -2.202937e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 125072 members 
Entering Unmasked Estep 
Score: -22029644.000000 Penalty: 5981.791504
	Iteration 68Q: 3 clusters Score -2.202964e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -22029778.000000 Penalty: 5981.791504
	Iteration 69Q: 3 clusters Score -2.202978e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -22029942.000000 Penalty: 5981.791504
	Iteration 70Q: 3 clusters Score -2.202994e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 128190 members 
Entering Unmasked Estep 
Score: -22030020.000000 Penalty: 5981.791504
	Iteration 71Q: 3 clusters Score -2.203002e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -22030044.000000 Penalty: 5981.791504
	Iteration 72Q: 3 clusters Score -2.203004e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 130372 members 
Entering Unmasked Estep 
Score: -22030340.000000 Penalty: 5981.791504
	Iteration 73Q: 3 clusters Score -2.203034e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 131461 members 
Entering Unmasked Estep 
Score: -22030520.000000 Penalty: 5981.791504
	Iteration 74Q: 3 clusters Score -2.203052e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -22030634.000000 Penalty: 5981.791504
	Iteration 75Q: 3 clusters Score -2.203063e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -22030770.000000 Penalty: 5981.791504
	Iteration 76Q: 3 clusters Score -2.203077e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -22030950.000000 Penalty: 5981.791504
	Iteration 77Q: 3 clusters Score -2.203095e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 135811 members 
Entering Unmasked Estep 
Score: -22031194.000000 Penalty: 5981.791504
	Iteration 78Q: 3 clusters Score -2.203119e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -22031398.000000 Penalty: 5981.791504
	Iteration 79Q: 3 clusters Score -2.20314e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 138041 members 
Entering Unmasked Estep 
Score: -22031594.000000 Penalty: 5981.791504
	Iteration 80F: 3 clusters Score -2.203159e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -22031664.000000 Penalty: 5981.791504
	Iteration 81Q: 3 clusters Score -2.203166e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -22031880.000000 Penalty: 5981.791504
	Iteration 82Q: 3 clusters Score -2.203188e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -22032028.000000 Penalty: 5981.791504
	Iteration 83Q: 3 clusters Score -2.203203e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -22032238.000000 Penalty: 5981.791504
	Iteration 84Q: 3 clusters Score -2.203224e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -22032492.000000 Penalty: 5981.791504
	Iteration 85Q: 3 clusters Score -2.203249e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 145287 members 
Entering Unmasked Estep 
Score: -22032732.000000 Penalty: 5981.791504
	Iteration 86Q: 3 clusters Score -2.203273e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -22032994.000000 Penalty: 5981.791504
	Iteration 87Q: 3 clusters Score -2.203299e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -22033330.000000 Penalty: 5981.791504
	Iteration 88Q: 3 clusters Score -2.203333e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -22033532.000000 Penalty: 5981.791504
	Iteration 89Q: 3 clusters Score -2.203353e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -22033820.000000 Penalty: 5981.791504
	Iteration 90Q: 3 clusters Score -2.203382e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 151459 members 
Entering Unmasked Estep 
Score: -22034142.000000 Penalty: 5981.791504
	Iteration 91Q: 3 clusters Score -2.203414e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -22034494.000000 Penalty: 5981.791504
	Iteration 92Q: 3 clusters Score -2.203449e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 153996 members 
Entering Unmasked Estep 
Score: -22034762.000000 Penalty: 5981.791504
	Iteration 93Q: 3 clusters Score -2.203476e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 155201 members 
Entering Unmasked Estep 
Score: -22035194.000000 Penalty: 5981.791504
	Iteration 94Q: 3 clusters Score -2.203519e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -22035504.000000 Penalty: 5981.791504
	Iteration 95Q: 3 clusters Score -2.20355e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 157447 members 
Entering Unmasked Estep 
Score: -22035786.000000 Penalty: 5981.791504
	Iteration 96Q: 3 clusters Score -2.203579e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -22035976.000000 Penalty: 5981.791504
	Iteration 97Q: 3 clusters Score -2.203598e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -22036138.000000 Penalty: 5981.791504
	Iteration 98Q: 3 clusters Score -2.203614e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 160285 members 
Entering Unmasked Estep 
Score: -22036448.000000 Penalty: 5981.791504
	Iteration 99Q: 3 clusters Score -2.203645e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 161172 members 
Entering Unmasked Estep 
Score: -22036682.000000 Penalty: 5981.791504
	Iteration 100F: 3 clusters Score -2.203668e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -22036838.000000 Penalty: 5981.791504
	Iteration 101Q: 3 clusters Score -2.203684e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 162835 members 
Entering Unmasked Estep 
Score: -22036966.000000 Penalty: 5981.791504
	Iteration 102Q: 3 clusters Score -2.203697e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -22037078.000000 Penalty: 5981.791504
	Iteration 103Q: 3 clusters Score -2.203708e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -22037134.000000 Penalty: 5981.791504
	Iteration 104Q: 3 clusters Score -2.203713e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -22037252.000000 Penalty: 5981.791504
	Iteration 105Q: 3 clusters Score -2.203725e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 165435 members 
Entering Unmasked Estep 
Score: -22037370.000000 Penalty: 5981.791504
	Iteration 106Q: 3 clusters Score -2.203737e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
Score: -22037408.000000 Penalty: 5981.791504
	Iteration 107Q: 3 clusters Score -2.203741e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -22037510.000000 Penalty: 5981.791504
	Iteration 108Q: 3 clusters Score -2.203751e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22037604.000000 Penalty: 5981.791504
	Iteration 109Q: 3 clusters Score -2.20376e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 166979 members 
Entering Unmasked Estep 
Score: -22037714.000000 Penalty: 5981.791504
	Iteration 110Q: 3 clusters Score -2.203771e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -22037812.000000 Penalty: 5981.791504
	Iteration 111Q: 3 clusters Score -2.203781e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -22037858.000000 Penalty: 5981.791504
	Iteration 112Q: 3 clusters Score -2.203786e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -22037924.000000 Penalty: 5981.791504
	Iteration 113Q: 3 clusters Score -2.203792e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 168081 members 
Entering Unmasked Estep 
Score: -22037984.000000 Penalty: 5981.791504
	Iteration 114Q: 3 clusters Score -2.203798e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -22038010.000000 Penalty: 5981.791504
	Iteration 115Q: 3 clusters Score -2.203801e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -22038026.000000 Penalty: 5981.791504
	Iteration 116Q: 3 clusters Score -2.203803e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -22038090.000000 Penalty: 5981.791504
	Iteration 117Q: 3 clusters Score -2.203809e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 168741 members 
Entering Unmasked Estep 
Score: -22038114.000000 Penalty: 5981.791504
	Iteration 118Q: 3 clusters Score -2.203811e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -22038118.000000 Penalty: 5981.791504
	Iteration 119Q: 3 clusters Score -2.203812e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 168976 members 
Entering Unmasked Estep 
Score: -22038114.000000 Penalty: 5981.791504
	Iteration 120F: 3 clusters Score -2.203811e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -22038160.000000 Penalty: 5981.791504
	Iteration 121Q: 3 clusters Score -2.203816e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 169179 members 
Entering Unmasked Estep 
Score: -22038168.000000 Penalty: 5981.791504
	Iteration 122Q: 3 clusters Score -2.203817e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -22038170.000000 Penalty: 5981.791504
	Iteration 123Q: 3 clusters Score -2.203817e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 169371 members 
Entering Unmasked Estep 
Score: -22038208.000000 Penalty: 5981.791504
	Iteration 124Q: 3 clusters Score -2.203821e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -22038210.000000 Penalty: 5981.791504
	Iteration 125Q: 3 clusters Score -2.203821e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -22038214.000000 Penalty: 5981.791504
	Iteration 126Q: 3 clusters Score -2.203821e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -22038296.000000 Penalty: 5981.791504
	Iteration 127Q: 3 clusters Score -2.20383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -22038272.000000 Penalty: 5981.791504
	Iteration 128Q: 3 clusters Score -2.203827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -22038276.000000 Penalty: 5981.791504
	Iteration 129Q: 3 clusters Score -2.203828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -22038296.000000 Penalty: 5981.791504
	Iteration 130Q: 3 clusters Score -2.20383e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -22038300.000000 Penalty: 5981.791504
	Iteration 131Q: 3 clusters Score -2.20383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 169859 members 
Entering Unmasked Estep 
Score: -22038308.000000 Penalty: 5981.791504
	Iteration 132Q: 3 clusters Score -2.203831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -22038296.000000 Penalty: 5981.791504
	Iteration 133Q: 3 clusters Score -2.20383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -22038272.000000 Penalty: 5981.791504
	Iteration 134Q: 3 clusters Score -2.203827e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -22038302.000000 Penalty: 5981.791504
	Iteration 135Q: 3 clusters Score -2.20383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 169976 members 
Entering Unmasked Estep 
Score: -22038308.000000 Penalty: 5981.791504
	Iteration 136Q: 3 clusters Score -2.203831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -22038276.000000 Penalty: 5981.791504
	Iteration 137Q: 3 clusters Score -2.203828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -22038290.000000 Penalty: 5981.791504
	Iteration 138Q: 3 clusters Score -2.203829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 170055 members 
Entering Unmasked Estep 
Score: -22038284.000000 Penalty: 5981.791504
	Iteration 139Q: 3 clusters Score -2.203828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -22038320.000000 Penalty: 5981.791504
	Iteration 140F: 3 clusters Score -2.203832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -22038312.000000 Penalty: 5981.791504
	Iteration 141Q: 3 clusters Score -2.203831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -22038320.000000 Penalty: 5981.791504
	Iteration 142Q: 3 clusters Score -2.203832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -22038308.000000 Penalty: 5981.791504
	Iteration 143Q: 3 clusters Score -2.203831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -22038294.000000 Penalty: 5981.791504
	Iteration 144Q: 3 clusters Score -2.203829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 170151 members 
Entering Unmasked Estep 
Score: -22038286.000000 Penalty: 5981.791504
	Iteration 145Q: 3 clusters Score -2.203829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 170154 members 
Entering Unmasked Estep 
Score: -22038282.000000 Penalty: 5981.791504
	Iteration 146Q: 3 clusters Score -2.203828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 170159 members 
Entering Unmasked Estep 
Score: -22038302.000000 Penalty: 5981.791504
	Iteration 147Q: 3 clusters Score -2.20383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -22038310.000000 Penalty: 5981.791504
	Iteration 148Q: 3 clusters Score -2.203831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -22038320.000000 Penalty: 5981.791504
	Iteration 149Q: 3 clusters Score -2.203832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -22038328.000000 Penalty: 5981.791504
	Iteration 150Q: 3 clusters Score -2.203833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -22038314.000000 Penalty: 5981.791504
	Iteration 151Q: 3 clusters Score -2.203831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -22038316.000000 Penalty: 5981.791504
	Iteration 152Q: 3 clusters Score -2.203832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 170204 members 
Entering Unmasked Estep 
Score: -22038326.000000 Penalty: 5981.791504
	Iteration 153Q: 3 clusters Score -2.203833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -22038320.000000 Penalty: 5981.791504
	Iteration 154Q: 3 clusters Score -2.203832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -22038316.000000 Penalty: 5981.791504
	Iteration 155Q: 3 clusters Score -2.203832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -22038302.000000 Penalty: 5981.791504
	Iteration 156Q: 3 clusters Score -2.20383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 170225 members 
Entering Unmasked Estep 
Score: -22038312.000000 Penalty: 5981.791504
	Iteration 157Q: 3 clusters Score -2.203831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -22038314.000000 Penalty: 5981.791504
	Iteration 158Q: 3 clusters Score -2.203831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -22038304.000000 Penalty: 5981.791504
	Iteration 159Q: 3 clusters Score -2.20383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -22038304.000000 Penalty: 5981.791504
	Iteration 160F: 3 clusters Score -2.20383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -1295608.125000 Penalty: 2290.554199
	Iteration 0F: 2 clusters Score -1295608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1287768.500000 Penalty: 4581.108398
	Iteration 0F: 3 clusters Score -1287768 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1289983.875000 Penalty: 4581.108398
	Iteration 1F: 3 clusters Score -1289984 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1290292.125000 Penalty: 4581.108398
	Iteration 2F: 3 clusters Score -1290292 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1290513.500000 Penalty: 4581.108398
	Iteration 3F: 3 clusters Score -1290514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1290691.875000 Penalty: 4581.108398
	Iteration 4Q: 3 clusters Score -1290692 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1290917.375000 Penalty: 4581.108398
	Iteration 5Q: 3 clusters Score -1290917 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1291195.125000 Penalty: 4581.108398
	Iteration 6Q: 3 clusters Score -1291195 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1291515.500000 Penalty: 4581.108398
	Iteration 7Q: 3 clusters Score -1291516 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1291814.500000 Penalty: 4581.108398
	Iteration 8Q: 3 clusters Score -1291814 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1292107.000000 Penalty: 4581.108398
	Iteration 9Q: 3 clusters Score -1292107 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1292390.750000 Penalty: 4581.108398
	Iteration 10Q: 3 clusters Score -1292391 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1292649.625000 Penalty: 4581.108398
	Iteration 11Q: 3 clusters Score -1292650 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1292884.625000 Penalty: 4581.108398
	Iteration 12Q: 3 clusters Score -1292885 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1293093.875000 Penalty: 4581.108398
	Iteration 13Q: 3 clusters Score -1293094 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1293269.125000 Penalty: 4581.108398
	Iteration 14Q: 3 clusters Score -1293269 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1293450.750000 Penalty: 4581.108398
	Iteration 15Q: 3 clusters Score -1293451 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1293619.625000 Penalty: 4581.108398
	Iteration 16Q: 3 clusters Score -1293620 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1293765.125000 Penalty: 4581.108398
	Iteration 17Q: 3 clusters Score -1293765 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1293911.000000 Penalty: 4581.108398
	Iteration 18Q: 3 clusters Score -1293911 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1294054.500000 Penalty: 4581.108398
	Iteration 19Q: 3 clusters Score -1294054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1294161.875000 Penalty: 4581.108398
	Iteration 20F: 3 clusters Score -1294162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1294207.250000 Penalty: 4581.108398
	Iteration 21Q: 3 clusters Score -1294207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1294240.125000 Penalty: 4581.108398
	Iteration 22Q: 3 clusters Score -1294240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1294264.750000 Penalty: 4581.108398
	Iteration 23Q: 3 clusters Score -1294265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1294282.875000 Penalty: 4581.108398
	Iteration 24Q: 3 clusters Score -1294283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1294295.875000 Penalty: 4581.108398
	Iteration 25Q: 3 clusters Score -1294296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1294306.000000 Penalty: 4581.108398
	Iteration 26Q: 3 clusters Score -1294306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1294312.375000 Penalty: 4581.108398
	Iteration 27Q: 3 clusters Score -1294312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1294319.125000 Penalty: 4581.108398
	Iteration 28Q: 3 clusters Score -1294319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1294323.000000 Penalty: 4581.108398
	Iteration 29Q: 3 clusters Score -1294323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1294324.375000 Penalty: 4581.108398
	Iteration 30Q: 3 clusters Score -1294324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1294329.000000 Penalty: 4581.108398
	Iteration 31Q: 3 clusters Score -1294329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1294324.625000 Penalty: 4581.108398
	Iteration 32Q: 3 clusters Score -1294325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1294328.875000 Penalty: 4581.108398
	Iteration 33Q: 3 clusters Score -1294329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1294329.250000 Penalty: 4581.108398
	Iteration 34Q: 3 clusters Score -1294329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1294330.500000 Penalty: 4581.108398
	Iteration 35Q: 3 clusters Score -1294330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1294331.875000 Penalty: 4581.108398
	Iteration 36Q: 3 clusters Score -1294332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1294332.250000 Penalty: 4581.108398
	Iteration 37Q: 3 clusters Score -1294332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1294332.250000 Penalty: 4581.108398
	Iteration 38F: 3 clusters Score -1294332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -153444.031250 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -153444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151350.859375 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -151350.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151651.593750 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -151651.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -151725.265625 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -151725.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151773.453125 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -151773.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -151805.500000 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -151805.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151821.906250 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -151821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151833.031250 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -151833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151838.109375 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -151838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -151842.359375 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -151842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151844.609375 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -151844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151847.125000 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -151847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151848.203125 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -151848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151848.203125 Penalty: 3524.876465
	Iteration 12F: 3 clusters Score -151848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -300796.375000 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -300796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297847.093750 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -297847.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -298423.375000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -298423.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -298543.343750 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -298543.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -298599.625000 Penalty: 3875.942383
	Iteration 3Q: 3 clusters Score -298599.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298640.093750 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -298640.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298663.937500 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -298663.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298689.531250 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -298689.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -298713.093750 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -298713.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298733.968750 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -298734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298753.750000 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -298753.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -298773.875000 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -298773.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298792.625000 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -298792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298805.906250 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -298805.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -298817.375000 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -298817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298826.968750 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -298827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298837.968750 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -298838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298846.500000 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -298846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298851.250000 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -298851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298859.656250 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -298859.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -298867.531250 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -298867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -298873.250000 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -298873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -298877.843750 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -298877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298879.687500 Penalty: 3875.942383
	Iteration 22Q: 3 clusters Score -298879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298881.062500 Penalty: 3875.942383
	Iteration 23Q: 3 clusters Score -298881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298881.843750 Penalty: 3875.942383
	Iteration 24Q: 3 clusters Score -298881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298883.093750 Penalty: 3875.942383
	Iteration 25Q: 3 clusters Score -298883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298885.375000 Penalty: 3875.942383
	Iteration 26Q: 3 clusters Score -298885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298886.437500 Penalty: 3875.942383
	Iteration 27Q: 3 clusters Score -298886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298887.875000 Penalty: 3875.942383
	Iteration 28Q: 3 clusters Score -298887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -298888.250000 Penalty: 3875.942383
	Iteration 29Q: 3 clusters Score -298888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298890.500000 Penalty: 3875.942383
	Iteration 30Q: 3 clusters Score -298890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298891.812500 Penalty: 3875.942383
	Iteration 31Q: 3 clusters Score -298891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298891.812500 Penalty: 3875.942383
	Iteration 32F: 3 clusters Score -298891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Entering Unmasked Estep 
Score: -3932540.750000 Penalty: 2559.660400
	Iteration 0F: 2 clusters Score -3932541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3911797.750000 Penalty: 5119.320801
	Iteration 0F: 3 clusters Score -3911798 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3918982.500000 Penalty: 5119.320801
	Iteration 1F: 3 clusters Score -3918982 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3919397.500000 Penalty: 5119.320801
	Iteration 2Q: 3 clusters Score -3919398 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3919691.500000 Penalty: 5119.320801
	Iteration 3Q: 3 clusters Score -3919692 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3919954.000000 Penalty: 5119.320801
	Iteration 4Q: 3 clusters Score -3919954 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3920125.750000 Penalty: 5119.320801
	Iteration 5Q: 3 clusters Score -3920126 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3920284.750000 Penalty: 5119.320801
	Iteration 6Q: 3 clusters Score -3920285 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3920437.000000 Penalty: 5119.320801
	Iteration 7Q: 3 clusters Score -3920437 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3920601.750000 Penalty: 5119.320801
	Iteration 8Q: 3 clusters Score -3920602 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3920822.500000 Penalty: 5119.320801
	Iteration 9Q: 3 clusters Score -3920822 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3921050.250000 Penalty: 5119.320801
	Iteration 10Q: 3 clusters Score -3921050 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3921391.000000 Penalty: 5119.320801
	Iteration 11Q: 3 clusters Score -3921391 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3921891.250000 Penalty: 5119.320801
	Iteration 12Q: 3 clusters Score -3921891 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3922595.500000 Penalty: 5119.320801
	Iteration 13Q: 3 clusters Score -3922596 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3923542.000000 Penalty: 5119.320801
	Iteration 14Q: 3 clusters Score -3923542 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3924644.250000 Penalty: 5119.320801
	Iteration 15F: 3 clusters Score -3924644 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3925844.750000 Penalty: 5119.320801
	Iteration 16F: 3 clusters Score -3925845 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3926982.000000 Penalty: 5119.320801
	Iteration 17Q: 3 clusters Score -3926982 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3927961.500000 Penalty: 5119.320801
	Iteration 18Q: 3 clusters Score -3927962 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3928804.750000 Penalty: 5119.320801
	Iteration 19Q: 3 clusters Score -3928805 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3929325.250000 Penalty: 5119.320801
	Iteration 20F: 3 clusters Score -3929325 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3929703.250000 Penalty: 5119.320801
	Iteration 21Q: 3 clusters Score -3929703 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3929914.250000 Penalty: 5119.320801
	Iteration 22Q: 3 clusters Score -3929914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3930027.250000 Penalty: 5119.320801
	Iteration 23Q: 3 clusters Score -3930027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3930114.500000 Penalty: 5119.320801
	Iteration 24Q: 3 clusters Score -3930114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3930164.500000 Penalty: 5119.320801
	Iteration 25Q: 3 clusters Score -3930164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3930203.250000 Penalty: 5119.320801
	Iteration 26Q: 3 clusters Score -3930203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3930230.500000 Penalty: 5119.320801
	Iteration 27Q: 3 clusters Score -3930230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3930239.250000 Penalty: 5119.320801
	Iteration 28Q: 3 clusters Score -3930239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3930245.750000 Penalty: 5119.320801
	Iteration 29Q: 3 clusters Score -3930246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3930255.250000 Penalty: 5119.320801
	Iteration 30Q: 3 clusters Score -3930255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3930269.000000 Penalty: 5119.320801
	Iteration 31Q: 3 clusters Score -3930269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3930270.500000 Penalty: 5119.320801
	Iteration 32Q: 3 clusters Score -3930270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3930280.750000 Penalty: 5119.320801
	Iteration 33Q: 3 clusters Score -3930281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3930288.250000 Penalty: 5119.320801
	Iteration 34Q: 3 clusters Score -3930288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3930291.250000 Penalty: 5119.320801
	Iteration 35Q: 3 clusters Score -3930291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3930289.500000 Penalty: 5119.320801
	Iteration 36Q: 3 clusters Score -3930290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3930293.750000 Penalty: 5119.320801
	Iteration 37Q: 3 clusters Score -3930294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3930295.750000 Penalty: 5119.320801
	Iteration 38Q: 3 clusters Score -3930296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3930302.250000 Penalty: 5119.320801
	Iteration 39Q: 3 clusters Score -3930302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3930301.250000 Penalty: 5119.320801
	Iteration 40F: 3 clusters Score -3930301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3930302.000000 Penalty: 5119.320801
	Iteration 41Q: 3 clusters Score -3930302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3930306.500000 Penalty: 5119.320801
	Iteration 42Q: 3 clusters Score -3930306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3930309.000000 Penalty: 5119.320801
	Iteration 43Q: 3 clusters Score -3930309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3930309.000000 Penalty: 5119.320801
	Iteration 44F: 3 clusters Score -3930309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Entering Unmasked Estep 
Score: -4688627.500000 Penalty: 2604.064697
	Iteration 0F: 2 clusters Score -4688628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4663938.500000 Penalty: 5208.129395
	Iteration 0F: 3 clusters Score -4663938 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4672824.500000 Penalty: 5208.129395
	Iteration 1F: 3 clusters Score -4672824 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4673247.500000 Penalty: 5208.129395
	Iteration 2Q: 3 clusters Score -4673248 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4673586.000000 Penalty: 5208.129395
	Iteration 3Q: 3 clusters Score -4673586 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4673920.000000 Penalty: 5208.129395
	Iteration 4Q: 3 clusters Score -4673920 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4674221.500000 Penalty: 5208.129395
	Iteration 5Q: 3 clusters Score -4674222 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4674634.000000 Penalty: 5208.129395
	Iteration 6Q: 3 clusters Score -4674634 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4675173.000000 Penalty: 5208.129395
	Iteration 7Q: 3 clusters Score -4675173 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4675922.000000 Penalty: 5208.129395
	Iteration 8Q: 3 clusters Score -4675922 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4676941.500000 Penalty: 5208.129395
	Iteration 9Q: 3 clusters Score -4676942 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4678349.000000 Penalty: 5208.129395
	Iteration 10F: 3 clusters Score -4678349 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4680061.000000 Penalty: 5208.129395
	Iteration 11F: 3 clusters Score -4680061 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4681859.500000 Penalty: 5208.129395
	Iteration 12F: 3 clusters Score -4681860 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4683472.500000 Penalty: 5208.129395
	Iteration 13F: 3 clusters Score -4683472 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4684606.500000 Penalty: 5208.129395
	Iteration 14Q: 3 clusters Score -4684606 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4685313.000000 Penalty: 5208.129395
	Iteration 15Q: 3 clusters Score -4685313 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4685724.500000 Penalty: 5208.129395
	Iteration 16Q: 3 clusters Score -4685724 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4685959.000000 Penalty: 5208.129395
	Iteration 17Q: 3 clusters Score -4685959 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4686103.500000 Penalty: 5208.129395
	Iteration 18Q: 3 clusters Score -4686104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4686178.000000 Penalty: 5208.129395
	Iteration 19Q: 3 clusters Score -4686178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4686240.000000 Penalty: 5208.129395
	Iteration 20F: 3 clusters Score -4686240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4686277.000000 Penalty: 5208.129395
	Iteration 21Q: 3 clusters Score -4686277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4686307.000000 Penalty: 5208.129395
	Iteration 22Q: 3 clusters Score -4686307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4686326.500000 Penalty: 5208.129395
	Iteration 23Q: 3 clusters Score -4686326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4686338.500000 Penalty: 5208.129395
	Iteration 24Q: 3 clusters Score -4686338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4686348.500000 Penalty: 5208.129395
	Iteration 25Q: 3 clusters Score -4686348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4686365.000000 Penalty: 5208.129395
	Iteration 26Q: 3 clusters Score -4686365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4686370.000000 Penalty: 5208.129395
	Iteration 27Q: 3 clusters Score -4686370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4686378.500000 Penalty: 5208.129395
	Iteration 28Q: 3 clusters Score -4686378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4686383.000000 Penalty: 5208.129395
	Iteration 29Q: 3 clusters Score -4686383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4686384.500000 Penalty: 5208.129395
	Iteration 30Q: 3 clusters Score -4686384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4686387.000000 Penalty: 5208.129395
	Iteration 31Q: 3 clusters Score -4686387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4686388.500000 Penalty: 5208.129395
	Iteration 32Q: 3 clusters Score -4686388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4686393.000000 Penalty: 5208.129395
	Iteration 33Q: 3 clusters Score -4686393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4686391.500000 Penalty: 5208.129395
	Iteration 34Q: 3 clusters Score -4686392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4686391.500000 Penalty: 5208.129395
	Iteration 35F: 3 clusters Score -4686392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 196267 members 
Mstep: Class 7 contains 14177 members 
Mstep: Class 8 contains 231099 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49399 members 
Mstep: Class 16 contains 172830 members 
Mstep: Class 17 contains 10261 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 30370 members 
Mstep: Class 21 contains 36325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050464.000000 Penalty: 74949.453125
Iteration 119Q: 23 clusters Score -1.160505e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 194680 members 
Mstep: Class 7 contains 14198 members 
Mstep: Class 8 contains 231008 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49423 members 
Mstep: Class 16 contains 174783 members 
Mstep: Class 17 contains 10273 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 30303 members 
Mstep: Class 21 contains 36231 members 
Mstep: Class 22 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050704.000000 Penalty: 74949.453125
Iteration 120F: 23 clusters Score -1.160507e+08 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11675 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 193047 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 230899 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 42975 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49482 members 
Mstep: Class 16 contains 176671 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 30237 members 
Mstep: Class 21 contains 36176 members 
Mstep: Class 22 contains 274 members 
Entering Unmasked Estep 
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Score: -116050816.000000 Penalty: 74949.453125
Iteration 121Q: 23 clusters Score -1.160508e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 191464 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 230761 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 42928 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49535 members 
Mstep: Class 16 contains 178540 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 30190 members 
Mstep: Class 21 contains 36073 members 
Mstep: Class 22 contains 274 members 
Entering Unmasked Estep 
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Iteration 122Q: 23 clusters Score -1.16051e+08 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 190070 members 
Mstep: Class 7 contains 14285 members 
Mstep: Class 8 contains 230582 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 42907 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49564 members 
Mstep: Class 16 contains 180268 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 30158 members 
Mstep: Class 21 contains 35979 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.160511e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11681 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 188791 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 230404 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 42869 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49597 members 
Mstep: Class 16 contains 181869 members 
Mstep: Class 17 contains 10329 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 30137 members 
Mstep: Class 21 contains 35901 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.160512e+08 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108316 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11676 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 187696 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 230238 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 42833 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 183315 members 
Mstep: Class 17 contains 10345 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 30075 members 
Mstep: Class 21 contains 35805 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 125Q: 23 clusters Score -1.160515e+08 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11684 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 186752 members 
Mstep: Class 7 contains 14376 members 
Mstep: Class 8 contains 230101 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 42805 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49670 members 
Mstep: Class 16 contains 184498 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 30021 members 
Mstep: Class 21 contains 35713 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.160515e+08 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11702 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 185885 members 
Mstep: Class 7 contains 14403 members 
Mstep: Class 8 contains 229979 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 42828 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49698 members 
Mstep: Class 16 contains 185529 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 29969 members 
Mstep: Class 21 contains 35599 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.160519e+08 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 185132 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 229912 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 42852 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49740 members 
Mstep: Class 16 contains 186291 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 29943 members 
Mstep: Class 21 contains 35507 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.160521e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 184626 members 
Mstep: Class 7 contains 14412 members 
Mstep: Class 8 contains 229870 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49764 members 
Mstep: Class 16 contains 186692 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 29919 members 
Mstep: Class 21 contains 35428 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.160523e+08 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 184344 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 229818 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 43000 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 5271 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49766 members 
Mstep: Class 16 contains 186801 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 29901 members 
Mstep: Class 21 contains 35379 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.160523e+08 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 3179 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 184188 members 
Mstep: Class 7 contains 14407 members 
Mstep: Class 8 contains 229829 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 43111 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49781 members 
Mstep: Class 16 contains 186668 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 29886 members 
Mstep: Class 21 contains 35316 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.16052e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11766 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 184156 members 
Mstep: Class 7 contains 14385 members 
Mstep: Class 8 contains 229855 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 43233 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49782 members 
Mstep: Class 16 contains 186291 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 29890 members 
Mstep: Class 21 contains 35291 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.160519e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11774 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 184339 members 
Mstep: Class 7 contains 14384 members 
Mstep: Class 8 contains 229952 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 43349 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 49771 members 
Mstep: Class 16 contains 185637 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 29883 members 
Mstep: Class 21 contains 35251 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.160519e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 11781 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 184631 members 
Mstep: Class 7 contains 14392 members 
Mstep: Class 8 contains 230084 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 184726 members 
Mstep: Class 17 contains 10485 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 29888 members 
Mstep: Class 21 contains 35228 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.160522e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11776 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 184993 members 
Mstep: Class 7 contains 14397 members 
Mstep: Class 8 contains 230232 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49774 members 
Mstep: Class 16 contains 183671 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 29891 members 
Mstep: Class 21 contains 35258 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.160524e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11781 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 185419 members 
Mstep: Class 7 contains 14391 members 
Mstep: Class 8 contains 230399 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 43946 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 5290 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49774 members 
Mstep: Class 16 contains 182449 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 29917 members 
Mstep: Class 21 contains 35326 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.16052e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11794 members 
Mstep: Class 4 contains 2987 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 185817 members 
Mstep: Class 7 contains 14363 members 
Mstep: Class 8 contains 230571 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49767 members 
Mstep: Class 16 contains 181268 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 29944 members 
Mstep: Class 21 contains 35392 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.160517e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11814 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186247 members 
Mstep: Class 7 contains 14352 members 
Mstep: Class 8 contains 230771 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 44279 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 179932 members 
Mstep: Class 17 contains 10603 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 29978 members 
Mstep: Class 21 contains 35523 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.160516e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11823 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186643 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 230990 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49762 members 
Mstep: Class 16 contains 178599 members 
Mstep: Class 17 contains 10617 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 30005 members 
Mstep: Class 21 contains 35638 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.160517e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186994 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 231209 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 44588 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49753 members 
Mstep: Class 16 contains 177357 members 
Mstep: Class 17 contains 10638 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 30021 members 
Mstep: Class 21 contains 35732 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.160516e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187283 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 231423 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 44701 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49763 members 
Mstep: Class 16 contains 176205 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 30037 members 
Mstep: Class 21 contains 35825 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.160515e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11818 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187452 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 231652 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 44826 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 5311 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49782 members 
Mstep: Class 16 contains 175204 members 
Mstep: Class 17 contains 10661 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 30054 members 
Mstep: Class 21 contains 35911 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.160511e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187519 members 
Mstep: Class 7 contains 14182 members 
Mstep: Class 8 contains 231905 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 44933 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 5317 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49788 members 
Mstep: Class 16 contains 174322 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 30081 members 
Mstep: Class 21 contains 36011 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.160511e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 113836 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11799 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187599 members 
Mstep: Class 7 contains 14168 members 
Mstep: Class 8 contains 232150 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45032 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49792 members 
Mstep: Class 16 contains 173455 members 
Mstep: Class 17 contains 10669 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 30101 members 
Mstep: Class 21 contains 36120 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.160509e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11789 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187615 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 232387 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45107 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 172673 members 
Mstep: Class 17 contains 10675 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 30118 members 
Mstep: Class 21 contains 36238 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.160512e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11774 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187576 members 
Mstep: Class 7 contains 14124 members 
Mstep: Class 8 contains 232644 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45160 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49792 members 
Mstep: Class 16 contains 171992 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 30132 members 
Mstep: Class 21 contains 36338 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -1.160509e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11753 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187456 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 232868 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45197 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49782 members 
Mstep: Class 16 contains 171446 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 30150 members 
Mstep: Class 21 contains 36445 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050832.000000 Penalty: 74949.453125
Iteration 147Q: 23 clusters Score -1.160508e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187304 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 233092 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49757 members 
Mstep: Class 16 contains 170945 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 30166 members 
Mstep: Class 21 contains 36564 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050784.000000 Penalty: 74949.453125
Iteration 148Q: 23 clusters Score -1.160508e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 187086 members 
Mstep: Class 7 contains 14077 members 
Mstep: Class 8 contains 233289 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45288 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 5342 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49750 members 
Mstep: Class 16 contains 170458 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 30185 members 
Mstep: Class 21 contains 36703 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050344.000000 Penalty: 74949.453125
Iteration 149Q: 23 clusters Score -1.160503e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186786 members 
Mstep: Class 7 contains 14052 members 
Mstep: Class 8 contains 233461 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45338 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49746 members 
Mstep: Class 16 contains 170025 members 
Mstep: Class 17 contains 10687 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 30216 members 
Mstep: Class 21 contains 36821 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050192.000000 Penalty: 74949.453125
Iteration 150Q: 23 clusters Score -1.160502e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186516 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 233647 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45380 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49748 members 
Mstep: Class 16 contains 169564 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 30246 members 
Mstep: Class 21 contains 36946 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049928.000000 Penalty: 74949.453125
Iteration 151Q: 23 clusters Score -1.160499e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116737 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 186244 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 233813 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45415 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49767 members 
Mstep: Class 16 contains 169092 members 
Mstep: Class 17 contains 10704 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 30266 members 
Mstep: Class 21 contains 37093 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050288.000000 Penalty: 74949.453125
Iteration 152Q: 23 clusters Score -1.160503e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 185936 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 234004 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45436 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49782 members 
Mstep: Class 16 contains 168652 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 30300 members 
Mstep: Class 21 contains 37226 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050488.000000 Penalty: 74949.453125
Iteration 153Q: 23 clusters Score -1.160505e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117490 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 185608 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 234203 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45455 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49807 members 
Mstep: Class 16 contains 168231 members 
Mstep: Class 17 contains 10712 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 30333 members 
Mstep: Class 21 contains 37363 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050560.000000 Penalty: 74949.453125
Iteration 154Q: 23 clusters Score -1.160506e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11693 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 185299 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 234379 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45505 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49843 members 
Mstep: Class 16 contains 167774 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 30356 members 
Mstep: Class 21 contains 37509 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050352.000000 Penalty: 74949.453125
Iteration 155Q: 23 clusters Score -1.160504e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11679 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 184984 members 
Mstep: Class 7 contains 13982 members 
Mstep: Class 8 contains 234555 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45550 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49859 members 
Mstep: Class 16 contains 167390 members 
Mstep: Class 17 contains 10728 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 30373 members 
Mstep: Class 21 contains 37638 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050160.000000 Penalty: 74949.453125
Iteration 156Q: 23 clusters Score -1.160502e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11675 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 184566 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 234729 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45591 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49859 members 
Mstep: Class 16 contains 167131 members 
Mstep: Class 17 contains 10737 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 30393 members 
Mstep: Class 21 contains 37768 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049912.000000 Penalty: 74949.453125
Iteration 157Q: 23 clusters Score -1.160499e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11678 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 184206 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 234889 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45622 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49869 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 10746 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 30403 members 
Mstep: Class 21 contains 37873 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049856.000000 Penalty: 74949.453125
Iteration 158Q: 23 clusters Score -1.160499e+08 nChanged 1879
Entering ConstructFrom: 
Score: -116049856.000000 Penalty: 74949.453125
Entering ConstructFrom: 
Trying to split cluster 1 (119172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Entering Unmasked Estep 
Score: -15332590.000000 Penalty: 2898.704102
	Iteration 0F: 2 clusters Score -1.533259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -15253166.000000 Penalty: 5797.408203
	Iteration 0F: 3 clusters Score -1.525317e+07 nChanged 56423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -15285757.000000 Penalty: 5797.408203
	Iteration 1F: 3 clusters Score -1.528576e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -15286618.000000 Penalty: 5797.408203
	Iteration 2Q: 3 clusters Score -1.528662e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -15287320.000000 Penalty: 5797.408203
	Iteration 3Q: 3 clusters Score -1.528732e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -15288172.000000 Penalty: 5797.408203
	Iteration 4Q: 3 clusters Score -1.528817e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -15289209.000000 Penalty: 5797.408203
	Iteration 5Q: 3 clusters Score -1.528921e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -15290679.000000 Penalty: 5797.408203
	Iteration 6Q: 3 clusters Score -1.529068e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -15292864.000000 Penalty: 5797.408203
	Iteration 7Q: 3 clusters Score -1.529286e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -15296178.000000 Penalty: 5797.408203
	Iteration 8Q: 3 clusters Score -1.529618e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -15300959.000000 Penalty: 5797.408203
	Iteration 9F: 3 clusters Score -1.530096e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -15305837.000000 Penalty: 5797.408203
	Iteration 10F: 3 clusters Score -1.530584e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -15308384.000000 Penalty: 5797.408203
	Iteration 11Q: 3 clusters Score -1.530838e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -15309331.000000 Penalty: 5797.408203
	Iteration 12Q: 3 clusters Score -1.530933e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -15309694.000000 Penalty: 5797.408203
	Iteration 13Q: 3 clusters Score -1.530969e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -15309905.000000 Penalty: 5797.408203
	Iteration 14Q: 3 clusters Score -1.53099e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -15310119.000000 Penalty: 5797.408203
	Iteration 15Q: 3 clusters Score -1.531012e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -15310243.000000 Penalty: 5797.408203
	Iteration 16Q: 3 clusters Score -1.531024e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -15310449.000000 Penalty: 5797.408203
	Iteration 17Q: 3 clusters Score -1.531045e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -15310658.000000 Penalty: 5797.408203
	Iteration 18Q: 3 clusters Score -1.531066e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -15310772.000000 Penalty: 5797.408203
	Iteration 19Q: 3 clusters Score -1.531077e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -15310931.000000 Penalty: 5797.408203
	Iteration 20F: 3 clusters Score -1.531093e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -15311185.000000 Penalty: 5797.408203
	Iteration 21Q: 3 clusters Score -1.531118e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -15311387.000000 Penalty: 5797.408203
	Iteration 22Q: 3 clusters Score -1.531139e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -15311644.000000 Penalty: 5797.408203
	Iteration 23Q: 3 clusters Score -1.531164e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -15311922.000000 Penalty: 5797.408203
	Iteration 24Q: 3 clusters Score -1.531192e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -15312160.000000 Penalty: 5797.408203
	Iteration 25Q: 3 clusters Score -1.531216e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -15312481.000000 Penalty: 5797.408203
	Iteration 26Q: 3 clusters Score -1.531248e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -15312915.000000 Penalty: 5797.408203
	Iteration 27Q: 3 clusters Score -1.531292e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -15313253.000000 Penalty: 5797.408203
	Iteration 28Q: 3 clusters Score -1.531325e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -15313696.000000 Penalty: 5797.408203
	Iteration 29Q: 3 clusters Score -1.53137e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -15314284.000000 Penalty: 5797.408203
	Iteration 30Q: 3 clusters Score -1.531428e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -15314938.000000 Penalty: 5797.408203
	Iteration 31Q: 3 clusters Score -1.531494e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -15315583.000000 Penalty: 5797.408203
	Iteration 32Q: 3 clusters Score -1.531558e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -15316446.000000 Penalty: 5797.408203
	Iteration 33Q: 3 clusters Score -1.531645e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -15317252.000000 Penalty: 5797.408203
	Iteration 34Q: 3 clusters Score -1.531725e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -15318161.000000 Penalty: 5797.408203
	Iteration 35Q: 3 clusters Score -1.531816e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -15319140.000000 Penalty: 5797.408203
	Iteration 36Q: 3 clusters Score -1.531914e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -15320143.000000 Penalty: 5797.408203
	Iteration 37Q: 3 clusters Score -1.532014e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -15321193.000000 Penalty: 5797.408203
	Iteration 38Q: 3 clusters Score -1.532119e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -15322246.000000 Penalty: 5797.408203
	Iteration 39Q: 3 clusters Score -1.532225e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -15323405.000000 Penalty: 5797.408203
	Iteration 40F: 3 clusters Score -1.53234e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -15324432.000000 Penalty: 5797.408203
	Iteration 41Q: 3 clusters Score -1.532443e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -15325435.000000 Penalty: 5797.408203
	Iteration 42Q: 3 clusters Score -1.532544e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -15326311.000000 Penalty: 5797.408203
	Iteration 43Q: 3 clusters Score -1.532631e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -15327037.000000 Penalty: 5797.408203
	Iteration 44Q: 3 clusters Score -1.532704e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -15327634.000000 Penalty: 5797.408203
	Iteration 45Q: 3 clusters Score -1.532763e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -15328181.000000 Penalty: 5797.408203
	Iteration 46Q: 3 clusters Score -1.532818e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -15328613.000000 Penalty: 5797.408203
	Iteration 47Q: 3 clusters Score -1.532861e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15328969.000000 Penalty: 5797.408203
	Iteration 48Q: 3 clusters Score -1.532897e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -15329170.000000 Penalty: 5797.408203
	Iteration 49Q: 3 clusters Score -1.532917e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -15329376.000000 Penalty: 5797.408203
	Iteration 50Q: 3 clusters Score -1.532938e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117534 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15329502.000000 Penalty: 5797.408203
	Iteration 51Q: 3 clusters Score -1.53295e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15329605.000000 Penalty: 5797.408203
	Iteration 52Q: 3 clusters Score -1.53296e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15329715.000000 Penalty: 5797.408203
	Iteration 53Q: 3 clusters Score -1.532972e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15329807.000000 Penalty: 5797.408203
	Iteration 54Q: 3 clusters Score -1.532981e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15329884.000000 Penalty: 5797.408203
	Iteration 55Q: 3 clusters Score -1.532988e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15329907.000000 Penalty: 5797.408203
	Iteration 56Q: 3 clusters Score -1.532991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15329940.000000 Penalty: 5797.408203
	Iteration 57Q: 3 clusters Score -1.532994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15329972.000000 Penalty: 5797.408203
	Iteration 58Q: 3 clusters Score -1.532997e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -15329983.000000 Penalty: 5797.408203
	Iteration 59Q: 3 clusters Score -1.532998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15330014.000000 Penalty: 5797.408203
	Iteration 60F: 3 clusters Score -1.533001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15330026.000000 Penalty: 5797.408203
	Iteration 61Q: 3 clusters Score -1.533003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15330031.000000 Penalty: 5797.408203
	Iteration 62Q: 3 clusters Score -1.533003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15330058.000000 Penalty: 5797.408203
	Iteration 63Q: 3 clusters Score -1.533006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15330063.000000 Penalty: 5797.408203
	Iteration 64Q: 3 clusters Score -1.533006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118520 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15330077.000000 Penalty: 5797.408203
	Iteration 65Q: 3 clusters Score -1.533008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15330082.000000 Penalty: 5797.408203
	Iteration 66Q: 3 clusters Score -1.533008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15330100.000000 Penalty: 5797.408203
	Iteration 67Q: 3 clusters Score -1.53301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15330107.000000 Penalty: 5797.408203
	Iteration 68Q: 3 clusters Score -1.533011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15330104.000000 Penalty: 5797.408203
	Iteration 69Q: 3 clusters Score -1.53301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15330103.000000 Penalty: 5797.408203
	Iteration 70Q: 3 clusters Score -1.53301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15330115.000000 Penalty: 5797.408203
	Iteration 71Q: 3 clusters Score -1.533012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118597 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15330119.000000 Penalty: 5797.408203
	Iteration 72Q: 3 clusters Score -1.533012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15330119.000000 Penalty: 5797.408203
	Iteration 73Q: 3 clusters Score -1.533012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15330121.000000 Penalty: 5797.408203
	Iteration 74Q: 3 clusters Score -1.533012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15330119.000000 Penalty: 5797.408203
	Iteration 75Q: 3 clusters Score -1.533012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15330134.000000 Penalty: 5797.408203
	Iteration 76Q: 3 clusters Score -1.533013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15330133.000000 Penalty: 5797.408203
	Iteration 77Q: 3 clusters Score -1.533013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15330141.000000 Penalty: 5797.408203
	Iteration 78Q: 3 clusters Score -1.533014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15330138.000000 Penalty: 5797.408203
	Iteration 79Q: 3 clusters Score -1.533014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15330137.000000 Penalty: 5797.408203
	Iteration 80F: 3 clusters Score -1.533014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -41035.011719 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -41035.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39685.777344 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -39685.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39908.316406 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -39908.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40032.066406 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -40032.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40182.253906 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -40182.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40406.847656 Penalty: 2948.928711
	Iteration 4F: 3 clusters Score -40406.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40531.554688 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -40531.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40574.496094 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -40574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40591.128906 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -40591.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40596.714844 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -40596.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40601.730469 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -40601.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40603.371094 Penalty: 2948.928711
	Iteration 10F: 3 clusters Score -40603.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40611.222656 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -40611.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40624.179688 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -40624.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40626.601562 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -40626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40626.601562 Penalty: 2948.928711
	Iteration 14F: 3 clusters Score -40626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1423432.750000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1423433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1414735.375000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1414735 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1417323.125000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1417323 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1417601.125000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1417601 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1417793.625000 Penalty: 4645.481445
	Iteration 3Q: 3 clusters Score -1417794 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1417939.750000 Penalty: 4645.481445
	Iteration 4Q: 3 clusters Score -1417940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1418067.625000 Penalty: 4645.481445
	Iteration 5Q: 3 clusters Score -1418068 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1418190.250000 Penalty: 4645.481445
	Iteration 6Q: 3 clusters Score -1418190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1418330.375000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1418330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1418463.875000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1418464 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1418637.250000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1418637 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1418851.250000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1418851 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1419110.125000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1419110 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1419371.125000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1419371 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1419664.125000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1419664 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1420024.250000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1420024 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1420386.375000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1420386 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1420679.625000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1420680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1420894.625000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1420895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1421043.250000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1421043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1421152.500000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1421152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1421217.875000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1421218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1421261.750000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1421262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1421309.000000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1421309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1421341.750000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1421342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1421368.125000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1421368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1421379.625000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1421380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1421386.500000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1421386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1421402.125000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1421402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1421412.125000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1421412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1421415.375000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1421415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1421420.250000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1421420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1421423.500000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1421424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1421426.625000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1421427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1421436.750000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1421437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1421442.000000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1421442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1421449.750000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1421450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1421450.375000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1421450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1421450.500000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1421450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1421450.500000 Penalty: 4645.481445
	Iteration 38F: 3 clusters Score -1421450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -297845.562500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -297845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294983.562500 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -294983.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -295557.531250 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -295557.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295699.156250 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -295699.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295762.687500 Penalty: 3852.772949
	Iteration 3Q: 3 clusters Score -295762.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -295804.343750 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -295804.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -295826.125000 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -295826.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -295836.187500 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -295836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -295844.406250 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -295844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -295851.250000 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -295851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -295856.468750 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -295856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -295863.875000 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -295863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -295869.093750 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -295869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -295871.750000 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -295871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295873.812500 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -295873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -295876.156250 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -295876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295877.812500 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -295877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295879.562500 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -295879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295881.000000 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -295881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295881.000000 Penalty: 3852.772949
	Iteration 18F: 3 clusters Score -295881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -123646.828125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -123646.8 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 507 members 
Entering Unmasked Estep 
Score: -121648.953125 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -121649 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121994.000000 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -121994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122135.320312 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -122135.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122244.984375 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -122245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -122362.726562 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -122362.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122569.984375 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -122570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122833.890625 Penalty: 3436.554688
	Iteration 6F: 3 clusters Score -122833.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123098.156250 Penalty: 3436.554688
	Iteration 7F: 3 clusters Score -123098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123251.265625 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -123251.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123357.593750 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -123357.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123439.484375 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -123439.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123455.242188 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -123455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123468.304688 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -123468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123474.523438 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -123474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123476.312500 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -123476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123476.312500 Penalty: 3436.554688
	Iteration 15F: 3 clusters Score -123476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Entering Unmasked Estep 
Score: -23425794.000000 Penalty: 3006.102539
	Iteration 0F: 2 clusters Score -2.342579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -23304482.000000 Penalty: 6012.205078
	Iteration 0F: 3 clusters Score -2.330448e+07 nChanged 87968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -23355918.000000 Penalty: 6012.205078
	Iteration 1F: 3 clusters Score -2.335592e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -23356644.000000 Penalty: 6012.205078
	Iteration 2Q: 3 clusters Score -2.335664e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -23357586.000000 Penalty: 6012.205078
	Iteration 3Q: 3 clusters Score -2.335759e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -23358898.000000 Penalty: 6012.205078
	Iteration 4Q: 3 clusters Score -2.33589e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -23361086.000000 Penalty: 6012.205078
	Iteration 5Q: 3 clusters Score -2.336109e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -23364968.000000 Penalty: 6012.205078
	Iteration 6Q: 3 clusters Score -2.336497e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -23371092.000000 Penalty: 6012.205078
	Iteration 7F: 3 clusters Score -2.337109e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -23380092.000000 Penalty: 6012.205078
	Iteration 8F: 3 clusters Score -2.338009e+07 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -23391410.000000 Penalty: 6012.205078
	Iteration 9F: 3 clusters Score -2.339141e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -23401482.000000 Penalty: 6012.205078
	Iteration 10F: 3 clusters Score -2.340148e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -23406050.000000 Penalty: 6012.205078
	Iteration 11Q: 3 clusters Score -2.340605e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -23408108.000000 Penalty: 6012.205078
	Iteration 12Q: 3 clusters Score -2.340811e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -23409252.000000 Penalty: 6012.205078
	Iteration 13Q: 3 clusters Score -2.340925e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -23410210.000000 Penalty: 6012.205078
	Iteration 14Q: 3 clusters Score -2.341021e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -23411076.000000 Penalty: 6012.205078
	Iteration 15Q: 3 clusters Score -2.341108e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -23411598.000000 Penalty: 6012.205078
	Iteration 16Q: 3 clusters Score -2.34116e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -23412032.000000 Penalty: 6012.205078
	Iteration 17Q: 3 clusters Score -2.341203e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -23412310.000000 Penalty: 6012.205078
	Iteration 18Q: 3 clusters Score -2.341231e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -23412430.000000 Penalty: 6012.205078
	Iteration 19Q: 3 clusters Score -2.341243e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -23412746.000000 Penalty: 6012.205078
	Iteration 20F: 3 clusters Score -2.341275e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -23412988.000000 Penalty: 6012.205078
	Iteration 21Q: 3 clusters Score -2.341299e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -23413076.000000 Penalty: 6012.205078
	Iteration 22Q: 3 clusters Score -2.341308e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129168 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -23413286.000000 Penalty: 6012.205078
	Iteration 23Q: 3 clusters Score -2.341329e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -23413438.000000 Penalty: 6012.205078
	Iteration 24Q: 3 clusters Score -2.341344e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131264 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -23413708.000000 Penalty: 6012.205078
	Iteration 25Q: 3 clusters Score -2.341371e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -23413862.000000 Penalty: 6012.205078
	Iteration 26Q: 3 clusters Score -2.341386e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -23414106.000000 Penalty: 6012.205078
	Iteration 27Q: 3 clusters Score -2.341411e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134606 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -23414314.000000 Penalty: 6012.205078
	Iteration 28Q: 3 clusters Score -2.341431e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -23414412.000000 Penalty: 6012.205078
	Iteration 29Q: 3 clusters Score -2.341441e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137078 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -23414702.000000 Penalty: 6012.205078
	Iteration 30Q: 3 clusters Score -2.34147e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -23415034.000000 Penalty: 6012.205078
	Iteration 31Q: 3 clusters Score -2.341503e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -23415260.000000 Penalty: 6012.205078
	Iteration 32Q: 3 clusters Score -2.341526e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140746 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -23415546.000000 Penalty: 6012.205078
	Iteration 33Q: 3 clusters Score -2.341555e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -23415794.000000 Penalty: 6012.205078
	Iteration 34Q: 3 clusters Score -2.341579e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -23416078.000000 Penalty: 6012.205078
	Iteration 35Q: 3 clusters Score -2.341608e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -23416256.000000 Penalty: 6012.205078
	Iteration 36Q: 3 clusters Score -2.341626e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -23416456.000000 Penalty: 6012.205078
	Iteration 37Q: 3 clusters Score -2.341646e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146181 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -23416606.000000 Penalty: 6012.205078
	Iteration 38Q: 3 clusters Score -2.341661e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -23416826.000000 Penalty: 6012.205078
	Iteration 39Q: 3 clusters Score -2.341683e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -23417102.000000 Penalty: 6012.205078
	Iteration 40F: 3 clusters Score -2.34171e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -23417318.000000 Penalty: 6012.205078
	Iteration 41Q: 3 clusters Score -2.341732e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150756 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -23417578.000000 Penalty: 6012.205078
	Iteration 42Q: 3 clusters Score -2.341758e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -23417846.000000 Penalty: 6012.205078
	Iteration 43Q: 3 clusters Score -2.341785e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -23418080.000000 Penalty: 6012.205078
	Iteration 44Q: 3 clusters Score -2.341808e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -23418414.000000 Penalty: 6012.205078
	Iteration 45Q: 3 clusters Score -2.341841e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -23418870.000000 Penalty: 6012.205078
	Iteration 46Q: 3 clusters Score -2.341887e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -23419320.000000 Penalty: 6012.205078
	Iteration 47Q: 3 clusters Score -2.341932e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -23419732.000000 Penalty: 6012.205078
	Iteration 48Q: 3 clusters Score -2.341973e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -23420150.000000 Penalty: 6012.205078
	Iteration 49Q: 3 clusters Score -2.342015e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -23420558.000000 Penalty: 6012.205078
	Iteration 50Q: 3 clusters Score -2.342056e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -23420906.000000 Penalty: 6012.205078
	Iteration 51Q: 3 clusters Score -2.342091e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -23421212.000000 Penalty: 6012.205078
	Iteration 52Q: 3 clusters Score -2.342121e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -23421638.000000 Penalty: 6012.205078
	Iteration 53Q: 3 clusters Score -2.342164e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168514 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -23422100.000000 Penalty: 6012.205078
	Iteration 54Q: 3 clusters Score -2.34221e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -23422412.000000 Penalty: 6012.205078
	Iteration 55Q: 3 clusters Score -2.342241e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -23422708.000000 Penalty: 6012.205078
	Iteration 56Q: 3 clusters Score -2.342271e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -23423032.000000 Penalty: 6012.205078
	Iteration 57Q: 3 clusters Score -2.342303e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -23423244.000000 Penalty: 6012.205078
	Iteration 58Q: 3 clusters Score -2.342324e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -23423410.000000 Penalty: 6012.205078
	Iteration 59Q: 3 clusters Score -2.342341e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -23423578.000000 Penalty: 6012.205078
	Iteration 60F: 3 clusters Score -2.342358e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176702 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -23423734.000000 Penalty: 6012.205078
	Iteration 61Q: 3 clusters Score -2.342373e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -23423866.000000 Penalty: 6012.205078
	Iteration 62Q: 3 clusters Score -2.342387e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178054 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -23423990.000000 Penalty: 6012.205078
	Iteration 63Q: 3 clusters Score -2.342399e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23424030.000000 Penalty: 6012.205078
	Iteration 64Q: 3 clusters Score -2.342403e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -23424090.000000 Penalty: 6012.205078
	Iteration 65Q: 3 clusters Score -2.342409e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -23424110.000000 Penalty: 6012.205078
	Iteration 66Q: 3 clusters Score -2.342411e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -23424112.000000 Penalty: 6012.205078
	Iteration 67Q: 3 clusters Score -2.342411e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179950 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -23424082.000000 Penalty: 6012.205078
	Iteration 68Q: 3 clusters Score -2.342408e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -23424122.000000 Penalty: 6012.205078
	Iteration 69Q: 3 clusters Score -2.342412e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23424186.000000 Penalty: 6012.205078
	Iteration 70Q: 3 clusters Score -2.342419e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23424108.000000 Penalty: 6012.205078
	Iteration 71Q: 3 clusters Score -2.342411e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180683 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23424096.000000 Penalty: 6012.205078
	Iteration 72Q: 3 clusters Score -2.34241e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -23424100.000000 Penalty: 6012.205078
	Iteration 73Q: 3 clusters Score -2.34241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23424110.000000 Penalty: 6012.205078
	Iteration 74Q: 3 clusters Score -2.342411e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -23424124.000000 Penalty: 6012.205078
	Iteration 75Q: 3 clusters Score -2.342412e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -23424098.000000 Penalty: 6012.205078
	Iteration 76Q: 3 clusters Score -2.34241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23424072.000000 Penalty: 6012.205078
	Iteration 77Q: 3 clusters Score -2.342407e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -23424030.000000 Penalty: 6012.205078
	Iteration 78Q: 3 clusters Score -2.342403e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181302 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23424026.000000 Penalty: 6012.205078
	Iteration 79Q: 3 clusters Score -2.342403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181338 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -23424036.000000 Penalty: 6012.205078
	Iteration 80F: 3 clusters Score -2.342404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -23424038.000000 Penalty: 6012.205078
	Iteration 81Q: 3 clusters Score -2.342404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -23424054.000000 Penalty: 6012.205078
	Iteration 82Q: 3 clusters Score -2.342405e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23424014.000000 Penalty: 6012.205078
	Iteration 83Q: 3 clusters Score -2.342401e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -23424016.000000 Penalty: 6012.205078
	Iteration 84Q: 3 clusters Score -2.342402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23424024.000000 Penalty: 6012.205078
	Iteration 85Q: 3 clusters Score -2.342402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23424016.000000 Penalty: 6012.205078
	Iteration 86Q: 3 clusters Score -2.342402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181625 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -23424012.000000 Penalty: 6012.205078
	Iteration 87Q: 3 clusters Score -2.342401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23424026.000000 Penalty: 6012.205078
	Iteration 88Q: 3 clusters Score -2.342403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181691 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23424042.000000 Penalty: 6012.205078
	Iteration 89Q: 3 clusters Score -2.342404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -23424020.000000 Penalty: 6012.205078
	Iteration 90Q: 3 clusters Score -2.342402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23424026.000000 Penalty: 6012.205078
	Iteration 91Q: 3 clusters Score -2.342403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23424018.000000 Penalty: 6012.205078
	Iteration 92Q: 3 clusters Score -2.342402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181784 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23424004.000000 Penalty: 6012.205078
	Iteration 93Q: 3 clusters Score -2.3424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -23424016.000000 Penalty: 6012.205078
	Iteration 94Q: 3 clusters Score -2.342402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23424004.000000 Penalty: 6012.205078
	Iteration 95Q: 3 clusters Score -2.3424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181831 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23424020.000000 Penalty: 6012.205078
	Iteration 96Q: 3 clusters Score -2.342402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181837 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23424008.000000 Penalty: 6012.205078
	Iteration 97Q: 3 clusters Score -2.342401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23424028.000000 Penalty: 6012.205078
	Iteration 98Q: 3 clusters Score -2.342403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23424040.000000 Penalty: 6012.205078
	Iteration 99Q: 3 clusters Score -2.342404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181855 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -23424030.000000 Penalty: 6012.205078
	Iteration 100F: 3 clusters Score -2.342403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181862 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23424032.000000 Penalty: 6012.205078
	Iteration 101Q: 3 clusters Score -2.342403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23424034.000000 Penalty: 6012.205078
	Iteration 102Q: 3 clusters Score -2.342403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -23424020.000000 Penalty: 6012.205078
	Iteration 103Q: 3 clusters Score -2.342402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181890 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -23424036.000000 Penalty: 6012.205078
	Iteration 104Q: 3 clusters Score -2.342404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23424050.000000 Penalty: 6012.205078
	Iteration 105Q: 3 clusters Score -2.342405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23424068.000000 Penalty: 6012.205078
	Iteration 106Q: 3 clusters Score -2.342407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23424050.000000 Penalty: 6012.205078
	Iteration 107Q: 3 clusters Score -2.342405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23424048.000000 Penalty: 6012.205078
	Iteration 108Q: 3 clusters Score -2.342405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23424054.000000 Penalty: 6012.205078
	Iteration 109Q: 3 clusters Score -2.342405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181943 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23424032.000000 Penalty: 6012.205078
	Iteration 110Q: 3 clusters Score -2.342403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23424042.000000 Penalty: 6012.205078
	Iteration 111Q: 3 clusters Score -2.342404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23424046.000000 Penalty: 6012.205078
	Iteration 112Q: 3 clusters Score -2.342405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23424052.000000 Penalty: 6012.205078
	Iteration 113Q: 3 clusters Score -2.342405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23424062.000000 Penalty: 6012.205078
	Iteration 114Q: 3 clusters Score -2.342406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23424056.000000 Penalty: 6012.205078
	Iteration 115Q: 3 clusters Score -2.342406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181961 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23424054.000000 Penalty: 6012.205078
	Iteration 116Q: 3 clusters Score -2.342405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23424044.000000 Penalty: 6012.205078
	Iteration 117Q: 3 clusters Score -2.342404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23424044.000000 Penalty: 6012.205078
	Iteration 118F: 3 clusters Score -2.342404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Entering Unmasked Estep 
Score: -1820628.375000 Penalty: 2367.113037
	Iteration 0F: 2 clusters Score -1820628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1810473.125000 Penalty: 4734.226074
	Iteration 0F: 3 clusters Score -1810473 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1813546.125000 Penalty: 4734.226074
	Iteration 1F: 3 clusters Score -1813546 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1813875.750000 Penalty: 4734.226074
	Iteration 2F: 3 clusters Score -1813876 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1814108.375000 Penalty: 4734.226074
	Iteration 3Q: 3 clusters Score -1814108 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1814300.500000 Penalty: 4734.226074
	Iteration 4Q: 3 clusters Score -1814300 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1814475.500000 Penalty: 4734.226074
	Iteration 5Q: 3 clusters Score -1814476 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1814669.625000 Penalty: 4734.226074
	Iteration 6Q: 3 clusters Score -1814670 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1814898.750000 Penalty: 4734.226074
	Iteration 7Q: 3 clusters Score -1814899 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1815173.875000 Penalty: 4734.226074
	Iteration 8Q: 3 clusters Score -1815174 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1815552.875000 Penalty: 4734.226074
	Iteration 9Q: 3 clusters Score -1815553 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1816000.500000 Penalty: 4734.226074
	Iteration 10Q: 3 clusters Score -1816000 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1816512.625000 Penalty: 4734.226074
	Iteration 11Q: 3 clusters Score -1816513 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1817072.750000 Penalty: 4734.226074
	Iteration 12Q: 3 clusters Score -1817073 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1817564.750000 Penalty: 4734.226074
	Iteration 13Q: 3 clusters Score -1817565 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1817899.000000 Penalty: 4734.226074
	Iteration 14Q: 3 clusters Score -1817899 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1818130.375000 Penalty: 4734.226074
	Iteration 15Q: 3 clusters Score -1818130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1818280.375000 Penalty: 4734.226074
	Iteration 16Q: 3 clusters Score -1818280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1818382.125000 Penalty: 4734.226074
	Iteration 17Q: 3 clusters Score -1818382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1818439.375000 Penalty: 4734.226074
	Iteration 18Q: 3 clusters Score -1818439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1818494.250000 Penalty: 4734.226074
	Iteration 19Q: 3 clusters Score -1818494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1818513.375000 Penalty: 4734.226074
	Iteration 20F: 3 clusters Score -1818513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1818526.500000 Penalty: 4734.226074
	Iteration 21Q: 3 clusters Score -1818526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1818535.625000 Penalty: 4734.226074
	Iteration 22Q: 3 clusters Score -1818536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1818542.500000 Penalty: 4734.226074
	Iteration 23Q: 3 clusters Score -1818542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1818550.250000 Penalty: 4734.226074
	Iteration 24Q: 3 clusters Score -1818550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1818556.625000 Penalty: 4734.226074
	Iteration 25Q: 3 clusters Score -1818557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1818559.625000 Penalty: 4734.226074
	Iteration 26Q: 3 clusters Score -1818560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1818561.000000 Penalty: 4734.226074
	Iteration 27Q: 3 clusters Score -1818561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1818568.125000 Penalty: 4734.226074
	Iteration 28Q: 3 clusters Score -1818568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1818572.500000 Penalty: 4734.226074
	Iteration 29Q: 3 clusters Score -1818572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1818573.125000 Penalty: 4734.226074
	Iteration 30Q: 3 clusters Score -1818573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1818573.125000 Penalty: 4734.226074
	Iteration 31F: 3 clusters Score -1818573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235048 members 
Entering Unmasked Estep 
Score: -30048292.000000 Penalty: 3067.151123
	Iteration 0F: 2 clusters Score -3.004829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -29947976.000000 Penalty: 6134.302246
	Iteration 0F: 3 clusters Score -2.994798e+07 nChanged 113498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -30013992.000000 Penalty: 6134.302246
	Iteration 1F: 3 clusters Score -3.001399e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -30015162.000000 Penalty: 6134.302246
	Iteration 2Q: 3 clusters Score -3.001516e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -30016970.000000 Penalty: 6134.302246
	Iteration 3Q: 3 clusters Score -3.001697e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -30019932.000000 Penalty: 6134.302246
	Iteration 4Q: 3 clusters Score -3.001993e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -30024658.000000 Penalty: 6134.302246
	Iteration 5F: 3 clusters Score -3.002466e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -30030010.000000 Penalty: 6134.302246
	Iteration 6F: 3 clusters Score -3.003001e+07 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188957 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -30032410.000000 Penalty: 6134.302246
	Iteration 7F: 3 clusters Score -3.003241e+07 nChanged 15148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203919 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -30034220.000000 Penalty: 6134.302246
	Iteration 8F: 3 clusters Score -3.003422e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215451 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -30036160.000000 Penalty: 6134.302246
	Iteration 9Q: 3 clusters Score -3.003616e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223760 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -30039406.000000 Penalty: 6134.302246
	Iteration 10Q: 3 clusters Score -3.003941e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229170 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -30042104.000000 Penalty: 6134.302246
	Iteration 11Q: 3 clusters Score -3.00421e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232213 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -30043812.000000 Penalty: 6134.302246
	Iteration 12Q: 3 clusters Score -3.004381e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233646 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -30044702.000000 Penalty: 6134.302246
	Iteration 13Q: 3 clusters Score -3.00447e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234253 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -30045064.000000 Penalty: 6134.302246
	Iteration 14Q: 3 clusters Score -3.004506e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30045332.000000 Penalty: 6134.302246
	Iteration 15Q: 3 clusters Score -3.004533e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234581 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30045428.000000 Penalty: 6134.302246
	Iteration 16Q: 3 clusters Score -3.004543e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234621 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -30045518.000000 Penalty: 6134.302246
	Iteration 17Q: 3 clusters Score -3.004552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234635 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30045574.000000 Penalty: 6134.302246
	Iteration 18Q: 3 clusters Score -3.004557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234648 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30045594.000000 Penalty: 6134.302246
	Iteration 19Q: 3 clusters Score -3.004559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234657 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30045640.000000 Penalty: 6134.302246
	Iteration 20F: 3 clusters Score -3.004564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30045648.000000 Penalty: 6134.302246
	Iteration 21Q: 3 clusters Score -3.004565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234669 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30045662.000000 Penalty: 6134.302246
	Iteration 22Q: 3 clusters Score -3.004566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234668 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30045668.000000 Penalty: 6134.302246
	Iteration 23Q: 3 clusters Score -3.004567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234667 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30045670.000000 Penalty: 6134.302246
	Iteration 24Q: 3 clusters Score -3.004567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30045652.000000 Penalty: 6134.302246
	Iteration 25Q: 3 clusters Score -3.004565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30045664.000000 Penalty: 6134.302246
	Iteration 26Q: 3 clusters Score -3.004566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234674 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30045668.000000 Penalty: 6134.302246
	Iteration 27Q: 3 clusters Score -3.004567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234677 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30045674.000000 Penalty: 6134.302246
	Iteration 28Q: 3 clusters Score -3.004567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234678 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30045676.000000 Penalty: 6134.302246
	Iteration 29Q: 3 clusters Score -3.004568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234679 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30045666.000000 Penalty: 6134.302246
	Iteration 30Q: 3 clusters Score -3.004567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234679 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30045666.000000 Penalty: 6134.302246
	Iteration 31F: 3 clusters Score -3.004567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -139584.546875 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -139584.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137640.703125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -137640.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138127.656250 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -138127.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138352.015625 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -138352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138521.625000 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -138521.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -138606.890625 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -138606.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -138683.656250 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -138683.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138731.875000 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -138731.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -138754.875000 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -138754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -138793.609375 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -138793.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138819.781250 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -138819.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -138844.812500 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -138844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -138869.093750 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -138869.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -138910.718750 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -138910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -138962.156250 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -138962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138989.000000 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -138989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139018.875000 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -139018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -139060.000000 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -139060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -139078.656250 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -139078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -139094.078125 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -139094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -139105.890625 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -139105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -139116.046875 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -139116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -139118.328125 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -139118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139124.890625 Penalty: 3500.290283
	Iteration 22Q: 3 clusters Score -139124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139124.890625 Penalty: 3500.290283
	Iteration 23F: 3 clusters Score -139124.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Entering Unmasked Estep 
Score: -5889034.000000 Penalty: 2660.694092
	Iteration 0F: 2 clusters Score -5889034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5858243.500000 Penalty: 5321.388184
	Iteration 0F: 3 clusters Score -5858244 nChanged 20965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5869701.500000 Penalty: 5321.388184
	Iteration 1F: 3 clusters Score -5869702 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5870108.000000 Penalty: 5321.388184
	Iteration 2Q: 3 clusters Score -5870108 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5870484.500000 Penalty: 5321.388184
	Iteration 3Q: 3 clusters Score -5870484 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5870851.000000 Penalty: 5321.388184
	Iteration 4Q: 3 clusters Score -5870851 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -5871159.000000 Penalty: 5321.388184
	Iteration 5Q: 3 clusters Score -5871159 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5871485.000000 Penalty: 5321.388184
	Iteration 6Q: 3 clusters Score -5871485 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5871836.500000 Penalty: 5321.388184
	Iteration 7Q: 3 clusters Score -5871836 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5872279.500000 Penalty: 5321.388184
	Iteration 8Q: 3 clusters Score -5872280 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5872911.500000 Penalty: 5321.388184
	Iteration 9Q: 3 clusters Score -5872912 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -5873783.500000 Penalty: 5321.388184
	Iteration 10Q: 3 clusters Score -5873784 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5875099.500000 Penalty: 5321.388184
	Iteration 11Q: 3 clusters Score -5875100 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5877087.000000 Penalty: 5321.388184
	Iteration 12F: 3 clusters Score -5877087 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -5879474.000000 Penalty: 5321.388184
	Iteration 13F: 3 clusters Score -5879474 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5881873.500000 Penalty: 5321.388184
	Iteration 14F: 3 clusters Score -5881874 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -5883748.000000 Penalty: 5321.388184
	Iteration 15Q: 3 clusters Score -5883748 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5884995.000000 Penalty: 5321.388184
	Iteration 16Q: 3 clusters Score -5884995 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -5885689.500000 Penalty: 5321.388184
	Iteration 17Q: 3 clusters Score -5885690 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5886113.500000 Penalty: 5321.388184
	Iteration 18Q: 3 clusters Score -5886114 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -5886359.000000 Penalty: 5321.388184
	Iteration 19Q: 3 clusters Score -5886359 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5886489.000000 Penalty: 5321.388184
	Iteration 20F: 3 clusters Score -5886489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -5886566.500000 Penalty: 5321.388184
	Iteration 21Q: 3 clusters Score -5886566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5886620.000000 Penalty: 5321.388184
	Iteration 22Q: 3 clusters Score -5886620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5886637.000000 Penalty: 5321.388184
	Iteration 23Q: 3 clusters Score -5886637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5886656.000000 Penalty: 5321.388184
	Iteration 24Q: 3 clusters Score -5886656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5886675.000000 Penalty: 5321.388184
	Iteration 25Q: 3 clusters Score -5886675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -5886679.000000 Penalty: 5321.388184
	Iteration 26Q: 3 clusters Score -5886679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5886685.500000 Penalty: 5321.388184
	Iteration 27Q: 3 clusters Score -5886686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -5886682.000000 Penalty: 5321.388184
	Iteration 28Q: 3 clusters Score -5886682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5886694.500000 Penalty: 5321.388184
	Iteration 29Q: 3 clusters Score -5886694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -5886711.500000 Penalty: 5321.388184
	Iteration 30Q: 3 clusters Score -5886712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5886726.500000 Penalty: 5321.388184
	Iteration 31Q: 3 clusters Score -5886726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -5886742.000000 Penalty: 5321.388184
	Iteration 32Q: 3 clusters Score -5886742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5886746.000000 Penalty: 5321.388184
	Iteration 33Q: 3 clusters Score -5886746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5886749.000000 Penalty: 5321.388184
	Iteration 34Q: 3 clusters Score -5886749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5886755.500000 Penalty: 5321.388184
	Iteration 35Q: 3 clusters Score -5886756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5886755.500000 Penalty: 5321.388184
	Iteration 36F: 3 clusters Score -5886756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -346918.593750 Penalty: 1964.630737
	Iteration 0F: 2 clusters Score -346918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -343814.968750 Penalty: 3929.261475
	Iteration 0F: 3 clusters Score -343815 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344451.593750 Penalty: 3929.261475
	Iteration 1F: 3 clusters Score -344451.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -344606.343750 Penalty: 3929.261475
	Iteration 2F: 3 clusters Score -344606.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -344725.781250 Penalty: 3929.261475
	Iteration 3Q: 3 clusters Score -344725.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -344819.312500 Penalty: 3929.261475
	Iteration 4Q: 3 clusters Score -344819.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -344894.125000 Penalty: 3929.261475
	Iteration 5Q: 3 clusters Score -344894.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -344953.031250 Penalty: 3929.261475
	Iteration 6Q: 3 clusters Score -344953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -344989.000000 Penalty: 3929.261475
	Iteration 7Q: 3 clusters Score -344989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -345025.093750 Penalty: 3929.261475
	Iteration 8Q: 3 clusters Score -345025.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -345059.406250 Penalty: 3929.261475
	Iteration 9Q: 3 clusters Score -345059.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -345086.812500 Penalty: 3929.261475
	Iteration 10Q: 3 clusters Score -345086.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -345111.593750 Penalty: 3929.261475
	Iteration 11Q: 3 clusters Score -345111.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -345133.468750 Penalty: 3929.261475
	Iteration 12Q: 3 clusters Score -345133.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -345156.937500 Penalty: 3929.261475
	Iteration 13Q: 3 clusters Score -345156.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -345177.750000 Penalty: 3929.261475
	Iteration 14Q: 3 clusters Score -345177.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -345195.250000 Penalty: 3929.261475
	Iteration 15Q: 3 clusters Score -345195.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -345215.437500 Penalty: 3929.261475
	Iteration 16Q: 3 clusters Score -345215.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -345234.593750 Penalty: 3929.261475
	Iteration 17Q: 3 clusters Score -345234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -345258.468750 Penalty: 3929.261475
	Iteration 18Q: 3 clusters Score -345258.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -345277.218750 Penalty: 3929.261475
	Iteration 19Q: 3 clusters Score -345277.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -345292.312500 Penalty: 3929.261475
	Iteration 20F: 3 clusters Score -345292.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -345305.500000 Penalty: 3929.261475
	Iteration 21Q: 3 clusters Score -345305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -345316.343750 Penalty: 3929.261475
	Iteration 22Q: 3 clusters Score -345316.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -345325.843750 Penalty: 3929.261475
	Iteration 23Q: 3 clusters Score -345325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -345332.375000 Penalty: 3929.261475
	Iteration 24Q: 3 clusters Score -345332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -345340.031250 Penalty: 3929.261475
	Iteration 25Q: 3 clusters Score -345340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -345344.500000 Penalty: 3929.261475
	Iteration 26Q: 3 clusters Score -345344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -345348.781250 Penalty: 3929.261475
	Iteration 27Q: 3 clusters Score -345348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -345352.500000 Penalty: 3929.261475
	Iteration 28Q: 3 clusters Score -345352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -345356.812500 Penalty: 3929.261475
	Iteration 29Q: 3 clusters Score -345356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -345358.093750 Penalty: 3929.261475
	Iteration 30Q: 3 clusters Score -345358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -345360.125000 Penalty: 3929.261475
	Iteration 31Q: 3 clusters Score -345360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -345361.468750 Penalty: 3929.261475
	Iteration 32Q: 3 clusters Score -345361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -345363.718750 Penalty: 3929.261475
	Iteration 33Q: 3 clusters Score -345363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -345365.656250 Penalty: 3929.261475
	Iteration 34Q: 3 clusters Score -345365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -345366.406250 Penalty: 3929.261475
	Iteration 35Q: 3 clusters Score -345366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -345367.312500 Penalty: 3929.261475
	Iteration 36Q: 3 clusters Score -345367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -345370.437500 Penalty: 3929.261475
	Iteration 37Q: 3 clusters Score -345370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -345372.531250 Penalty: 3929.261475
	Iteration 38Q: 3 clusters Score -345372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -345374.687500 Penalty: 3929.261475
	Iteration 39Q: 3 clusters Score -345374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -345379.875000 Penalty: 3929.261475
	Iteration 40F: 3 clusters Score -345379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -345385.875000 Penalty: 3929.261475
	Iteration 41Q: 3 clusters Score -345385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -345388.437500 Penalty: 3929.261475
	Iteration 42Q: 3 clusters Score -345388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -345391.125000 Penalty: 3929.261475
	Iteration 43Q: 3 clusters Score -345391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -345393.312500 Penalty: 3929.261475
	Iteration 44Q: 3 clusters Score -345393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -345395.406250 Penalty: 3929.261475
	Iteration 45Q: 3 clusters Score -345395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -345399.156250 Penalty: 3929.261475
	Iteration 46Q: 3 clusters Score -345399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -345401.906250 Penalty: 3929.261475
	Iteration 47Q: 3 clusters Score -345401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -345404.968750 Penalty: 3929.261475
	Iteration 48Q: 3 clusters Score -345405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -345407.125000 Penalty: 3929.261475
	Iteration 49Q: 3 clusters Score -345407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -345409.906250 Penalty: 3929.261475
	Iteration 50Q: 3 clusters Score -345409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -345412.000000 Penalty: 3929.261475
	Iteration 51Q: 3 clusters Score -345412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -345412.468750 Penalty: 3929.261475
	Iteration 52Q: 3 clusters Score -345412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -345412.468750 Penalty: 3929.261475
	Iteration 53F: 3 clusters Score -345412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -652738.000000 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -652738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -647993.500000 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -647993.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -649194.750000 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -649194.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -649457.312500 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -649457.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -649622.312500 Penalty: 4260.122070
	Iteration 3F: 3 clusters Score -649622.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -649728.875000 Penalty: 4260.122070
	Iteration 4Q: 3 clusters Score -649728.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -649825.875000 Penalty: 4260.122070
	Iteration 5Q: 3 clusters Score -649825.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -649900.812500 Penalty: 4260.122070
	Iteration 6Q: 3 clusters Score -649900.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -649958.187500 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -649958.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -650010.812500 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -650010.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -650054.375000 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -650054.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -650098.500000 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -650098.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -650139.312500 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -650139.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -650176.437500 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -650176.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -650220.875000 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -650220.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -650284.812500 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -650284.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -650396.562500 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -650396.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -650585.187500 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -650585.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -650823.375000 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -650823.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -651015.000000 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -651015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -651152.687500 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -651152.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -651255.625000 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -651255.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -651340.375000 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -651340.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -651390.500000 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -651390.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -651435.250000 Penalty: 4260.122070
	Iteration 23Q: 3 clusters Score -651435.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -651477.250000 Penalty: 4260.122070
	Iteration 24Q: 3 clusters Score -651477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -651513.750000 Penalty: 4260.122070
	Iteration 25Q: 3 clusters Score -651513.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -651551.062500 Penalty: 4260.122070
	Iteration 26Q: 3 clusters Score -651551.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -651591.062500 Penalty: 4260.122070
	Iteration 27Q: 3 clusters Score -651591.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -651617.312500 Penalty: 4260.122070
	Iteration 28Q: 3 clusters Score -651617.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -651636.687500 Penalty: 4260.122070
	Iteration 29Q: 3 clusters Score -651636.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -651658.062500 Penalty: 4260.122070
	Iteration 30Q: 3 clusters Score -651658.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -651676.937500 Penalty: 4260.122070
	Iteration 31Q: 3 clusters Score -651676.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -651694.375000 Penalty: 4260.122070
	Iteration 32Q: 3 clusters Score -651694.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -651705.062500 Penalty: 4260.122070
	Iteration 33Q: 3 clusters Score -651705.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -651714.375000 Penalty: 4260.122070
	Iteration 34Q: 3 clusters Score -651714.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -651719.750000 Penalty: 4260.122070
	Iteration 35Q: 3 clusters Score -651719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -651726.250000 Penalty: 4260.122070
	Iteration 36Q: 3 clusters Score -651726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -651727.687500 Penalty: 4260.122070
	Iteration 37Q: 3 clusters Score -651727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -651733.062500 Penalty: 4260.122070
	Iteration 38Q: 3 clusters Score -651733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -651735.875000 Penalty: 4260.122070
	Iteration 39Q: 3 clusters Score -651735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -651737.125000 Penalty: 4260.122070
	Iteration 40F: 3 clusters Score -651737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -651739.625000 Penalty: 4260.122070
	Iteration 41Q: 3 clusters Score -651739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -651743.625000 Penalty: 4260.122070
	Iteration 42Q: 3 clusters Score -651743.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -651744.562500 Penalty: 4260.122070
	Iteration 43Q: 3 clusters Score -651744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -651745.312500 Penalty: 4260.122070
	Iteration 44Q: 3 clusters Score -651745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -651744.687500 Penalty: 4260.122070
	Iteration 45Q: 3 clusters Score -651744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -651745.937500 Penalty: 4260.122070
	Iteration 46Q: 3 clusters Score -651745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -651746.062500 Penalty: 4260.122070
	Iteration 47Q: 3 clusters Score -651746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -651746.062500 Penalty: 4260.122070
	Iteration 48F: 3 clusters Score -651746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -260461.656250 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -260461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -257763.687500 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -257763.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258250.468750 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -258250.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -258422.437500 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -258422.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258540.250000 Penalty: 3788.785156
	Iteration 3F: 3 clusters Score -258540.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -258609.484375 Penalty: 3788.785156
	Iteration 4Q: 3 clusters Score -258609.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -258662.640625 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -258662.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258704.343750 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -258704.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258734.921875 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -258734.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -258757.234375 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -258757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -258775.796875 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -258775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258790.109375 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -258790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -258802.046875 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -258802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258805.890625 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -258805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258812.406250 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -258812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258819.671875 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -258819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -258825.359375 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -258825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258832.515625 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -258832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -258839.718750 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -258839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -258843.562500 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -258843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258844.875000 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -258844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258847.828125 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -258847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258849.375000 Penalty: 3788.785156
	Iteration 21Q: 3 clusters Score -258849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -258850.328125 Penalty: 3788.785156
	Iteration 22Q: 3 clusters Score -258850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -258850.328125 Penalty: 3788.785156
	Iteration 23F: 3 clusters Score -258850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48440.792969 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -48440.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46996.437500 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -46996.44 nChanged 54
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: -47105.406250 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -47105.41 nChanged 22
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: -47155.695312 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -47155.7 nChanged 11
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: -47181.746094 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -47181.75 nChanged 5
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: -47194.808594 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -47194.81 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: -47199.574219 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -47199.57 nChanged 0
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: -47199.574219 Penalty: 3020.166260
	Iteration 6F: 3 clusters Score -47199.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Entering Unmasked Estep 
Score: -6227743.500000 Penalty: 2682.714111
	Iteration 0F: 2 clusters Score -6227744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6194037.500000 Penalty: 5365.428223
	Iteration 0F: 3 clusters Score -6194038 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -6206685.000000 Penalty: 5365.428223
	Iteration 1F: 3 clusters Score -6206685 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -6207159.000000 Penalty: 5365.428223
	Iteration 2Q: 3 clusters Score -6207159 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6207657.500000 Penalty: 5365.428223
	Iteration 3Q: 3 clusters Score -6207658 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -6208196.000000 Penalty: 5365.428223
	Iteration 4Q: 3 clusters Score -6208196 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -6208714.500000 Penalty: 5365.428223
	Iteration 5Q: 3 clusters Score -6208714 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -6209424.500000 Penalty: 5365.428223
	Iteration 6Q: 3 clusters Score -6209424 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6210405.000000 Penalty: 5365.428223
	Iteration 7Q: 3 clusters Score -6210405 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -6211725.500000 Penalty: 5365.428223
	Iteration 8F: 3 clusters Score -6211726 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6213519.500000 Penalty: 5365.428223
	Iteration 9F: 3 clusters Score -6213520 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6215592.500000 Penalty: 5365.428223
	Iteration 10F: 3 clusters Score -6215592 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -6217426.500000 Penalty: 5365.428223
	Iteration 11F: 3 clusters Score -6217426 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6218972.500000 Penalty: 5365.428223
	Iteration 12Q: 3 clusters Score -6218972 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -6220231.500000 Penalty: 5365.428223
	Iteration 13Q: 3 clusters Score -6220232 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6221460.500000 Penalty: 5365.428223
	Iteration 14Q: 3 clusters Score -6221460 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6222892.000000 Penalty: 5365.428223
	Iteration 15Q: 3 clusters Score -6222892 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -6224300.000000 Penalty: 5365.428223
	Iteration 16Q: 3 clusters Score -6224300 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6224788.500000 Penalty: 5365.428223
	Iteration 17Q: 3 clusters Score -6224788 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -6225075.500000 Penalty: 5365.428223
	Iteration 18Q: 3 clusters Score -6225076 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -6225223.000000 Penalty: 5365.428223
	Iteration 19Q: 3 clusters Score -6225223 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6225286.000000 Penalty: 5365.428223
	Iteration 20F: 3 clusters Score -6225286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -6225334.000000 Penalty: 5365.428223
	Iteration 21Q: 3 clusters Score -6225334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -6225365.500000 Penalty: 5365.428223
	Iteration 22Q: 3 clusters Score -6225366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6225366.500000 Penalty: 5365.428223
	Iteration 23Q: 3 clusters Score -6225366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -6225391.000000 Penalty: 5365.428223
	Iteration 24Q: 3 clusters Score -6225391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6225402.000000 Penalty: 5365.428223
	Iteration 25Q: 3 clusters Score -6225402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6225415.500000 Penalty: 5365.428223
	Iteration 26Q: 3 clusters Score -6225416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6225430.000000 Penalty: 5365.428223
	Iteration 27Q: 3 clusters Score -6225430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6225448.500000 Penalty: 5365.428223
	Iteration 28Q: 3 clusters Score -6225448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -6225453.500000 Penalty: 5365.428223
	Iteration 29Q: 3 clusters Score -6225454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6225453.000000 Penalty: 5365.428223
	Iteration 30Q: 3 clusters Score -6225453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6225459.000000 Penalty: 5365.428223
	Iteration 31Q: 3 clusters Score -6225459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6225458.000000 Penalty: 5365.428223
	Iteration 32Q: 3 clusters Score -6225458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -6225457.500000 Penalty: 5365.428223
	Iteration 33Q: 3 clusters Score -6225458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6225462.000000 Penalty: 5365.428223
	Iteration 34Q: 3 clusters Score -6225462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -6225466.500000 Penalty: 5365.428223
	Iteration 35Q: 3 clusters Score -6225466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6225466.000000 Penalty: 5365.428223
	Iteration 36Q: 3 clusters Score -6225466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6225466.000000 Penalty: 5365.428223
	Iteration 37F: 3 clusters Score -6225466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Entering Unmasked Estep 
Score: -21254542.000000 Penalty: 2981.911621
	Iteration 0F: 2 clusters Score -2.125454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -21143338.000000 Penalty: 5963.823242
	Iteration 0F: 3 clusters Score -2.114334e+07 nChanged 79898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -21189996.000000 Penalty: 5963.823242
	Iteration 1F: 3 clusters Score -2.119e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -21191058.000000 Penalty: 5963.823242
	Iteration 2Q: 3 clusters Score -2.119106e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -21192712.000000 Penalty: 5963.823242
	Iteration 3Q: 3 clusters Score -2.119271e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -21194610.000000 Penalty: 5963.823242
	Iteration 4Q: 3 clusters Score -2.119461e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -21198074.000000 Penalty: 5963.823242
	Iteration 5Q: 3 clusters Score -2.119807e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -21203628.000000 Penalty: 5963.823242
	Iteration 6F: 3 clusters Score -2.120363e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -21211700.000000 Penalty: 5963.823242
	Iteration 7F: 3 clusters Score -2.12117e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 120212 members 
Entering Unmasked Estep 
Score: -21222160.000000 Penalty: 5963.823242
	Iteration 8F: 3 clusters Score -2.122216e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 129389 members 
Entering Unmasked Estep 
Score: -21232932.000000 Penalty: 5963.823242
	Iteration 9F: 3 clusters Score -2.123293e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 135750 members 
Entering Unmasked Estep 
Score: -21240860.000000 Penalty: 5963.823242
	Iteration 10F: 3 clusters Score -2.124086e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -21244980.000000 Penalty: 5963.823242
	Iteration 11Q: 3 clusters Score -2.124498e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -21246724.000000 Penalty: 5963.823242
	Iteration 12Q: 3 clusters Score -2.124672e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -21247674.000000 Penalty: 5963.823242
	Iteration 13Q: 3 clusters Score -2.124767e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -21248460.000000 Penalty: 5963.823242
	Iteration 14Q: 3 clusters Score -2.124846e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -21249056.000000 Penalty: 5963.823242
	Iteration 15Q: 3 clusters Score -2.124906e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -21249700.000000 Penalty: 5963.823242
	Iteration 16Q: 3 clusters Score -2.12497e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -21250152.000000 Penalty: 5963.823242
	Iteration 17Q: 3 clusters Score -2.125015e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -21250598.000000 Penalty: 5963.823242
	Iteration 18Q: 3 clusters Score -2.12506e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 152485 members 
Entering Unmasked Estep 
Score: -21250902.000000 Penalty: 5963.823242
	Iteration 19Q: 3 clusters Score -2.12509e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -21251178.000000 Penalty: 5963.823242
	Iteration 20F: 3 clusters Score -2.125118e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -21251328.000000 Penalty: 5963.823242
	Iteration 21Q: 3 clusters Score -2.125133e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -21251544.000000 Penalty: 5963.823242
	Iteration 22Q: 3 clusters Score -2.125154e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -21251706.000000 Penalty: 5963.823242
	Iteration 23Q: 3 clusters Score -2.125171e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -21251896.000000 Penalty: 5963.823242
	Iteration 24Q: 3 clusters Score -2.12519e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -21252026.000000 Penalty: 5963.823242
	Iteration 25Q: 3 clusters Score -2.125203e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 159055 members 
Entering Unmasked Estep 
Score: -21252178.000000 Penalty: 5963.823242
	Iteration 26Q: 3 clusters Score -2.125218e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -21252298.000000 Penalty: 5963.823242
	Iteration 27Q: 3 clusters Score -2.12523e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -21252340.000000 Penalty: 5963.823242
	Iteration 28Q: 3 clusters Score -2.125234e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -21252532.000000 Penalty: 5963.823242
	Iteration 29Q: 3 clusters Score -2.125253e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -21252598.000000 Penalty: 5963.823242
	Iteration 30Q: 3 clusters Score -2.12526e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -21252652.000000 Penalty: 5963.823242
	Iteration 31Q: 3 clusters Score -2.125265e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -21252694.000000 Penalty: 5963.823242
	Iteration 32Q: 3 clusters Score -2.125269e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -21252788.000000 Penalty: 5963.823242
	Iteration 33Q: 3 clusters Score -2.125279e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -21252928.000000 Penalty: 5963.823242
	Iteration 34Q: 3 clusters Score -2.125293e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -21252970.000000 Penalty: 5963.823242
	Iteration 35Q: 3 clusters Score -2.125297e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -21252980.000000 Penalty: 5963.823242
	Iteration 36Q: 3 clusters Score -2.125298e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -21252978.000000 Penalty: 5963.823242
	Iteration 37Q: 3 clusters Score -2.125298e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 163536 members 
Entering Unmasked Estep 
Score: -21252992.000000 Penalty: 5963.823242
	Iteration 38Q: 3 clusters Score -2.125299e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 163687 members 
Entering Unmasked Estep 
Score: -21252994.000000 Penalty: 5963.823242
	Iteration 39Q: 3 clusters Score -2.125299e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -21252988.000000 Penalty: 5963.823242
	Iteration 40F: 3 clusters Score -2.125299e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -21252994.000000 Penalty: 5963.823242
	Iteration 41Q: 3 clusters Score -2.125299e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -21253042.000000 Penalty: 5963.823242
	Iteration 42Q: 3 clusters Score -2.125304e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -21253076.000000 Penalty: 5963.823242
	Iteration 43Q: 3 clusters Score -2.125308e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -21253034.000000 Penalty: 5963.823242
	Iteration 44Q: 3 clusters Score -2.125303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -21253050.000000 Penalty: 5963.823242
	Iteration 45Q: 3 clusters Score -2.125305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -21253098.000000 Penalty: 5963.823242
	Iteration 46Q: 3 clusters Score -2.12531e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 164369 members 
Entering Unmasked Estep 
Score: -21253112.000000 Penalty: 5963.823242
	Iteration 47Q: 3 clusters Score -2.125311e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -21253104.000000 Penalty: 5963.823242
	Iteration 48Q: 3 clusters Score -2.12531e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 164458 members 
Entering Unmasked Estep 
Score: -21253086.000000 Penalty: 5963.823242
	Iteration 49Q: 3 clusters Score -2.125309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21253084.000000 Penalty: 5963.823242
	Iteration 50Q: 3 clusters Score -2.125308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -21253092.000000 Penalty: 5963.823242
	Iteration 51Q: 3 clusters Score -2.125309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -21253092.000000 Penalty: 5963.823242
	Iteration 52Q: 3 clusters Score -2.125309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -21253098.000000 Penalty: 5963.823242
	Iteration 53Q: 3 clusters Score -2.12531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -21253084.000000 Penalty: 5963.823242
	Iteration 54Q: 3 clusters Score -2.125308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 164601 members 
Entering Unmasked Estep 
Score: -21253106.000000 Penalty: 5963.823242
	Iteration 55Q: 3 clusters Score -2.125311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -21253076.000000 Penalty: 5963.823242
	Iteration 56Q: 3 clusters Score -2.125308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -21253100.000000 Penalty: 5963.823242
	Iteration 57Q: 3 clusters Score -2.12531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -21253132.000000 Penalty: 5963.823242
	Iteration 58Q: 3 clusters Score -2.125313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -21253156.000000 Penalty: 5963.823242
	Iteration 59Q: 3 clusters Score -2.125316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -21253170.000000 Penalty: 5963.823242
	Iteration 60F: 3 clusters Score -2.125317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 164676 members 
Entering Unmasked Estep 
Score: -21253158.000000 Penalty: 5963.823242
	Iteration 61Q: 3 clusters Score -2.125316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164683 members 
Entering Unmasked Estep 
Score: -21253158.000000 Penalty: 5963.823242
	Iteration 62Q: 3 clusters Score -2.125316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -21253164.000000 Penalty: 5963.823242
	Iteration 63Q: 3 clusters Score -2.125316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -21253168.000000 Penalty: 5963.823242
	Iteration 64Q: 3 clusters Score -2.125317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -21253174.000000 Penalty: 5963.823242
	Iteration 65Q: 3 clusters Score -2.125317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 164695 members 
Entering Unmasked Estep 
Score: -21253168.000000 Penalty: 5963.823242
	Iteration 66Q: 3 clusters Score -2.125317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -21253162.000000 Penalty: 5963.823242
	Iteration 67Q: 3 clusters Score -2.125316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 164710 members 
Entering Unmasked Estep 
Score: -21253156.000000 Penalty: 5963.823242
	Iteration 68Q: 3 clusters Score -2.125316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -21253160.000000 Penalty: 5963.823242
	Iteration 69Q: 3 clusters Score -2.125316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -21253162.000000 Penalty: 5963.823242
	Iteration 70Q: 3 clusters Score -2.125316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 164729 members 
Entering Unmasked Estep 
Score: -21253164.000000 Penalty: 5963.823242
	Iteration 71Q: 3 clusters Score -2.125316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -21253140.000000 Penalty: 5963.823242
	Iteration 72Q: 3 clusters Score -2.125314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -21253122.000000 Penalty: 5963.823242
	Iteration 73Q: 3 clusters Score -2.125312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 164746 members 
Entering Unmasked Estep 
Score: -21253144.000000 Penalty: 5963.823242
	Iteration 74Q: 3 clusters Score -2.125314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 164752 members 
Entering Unmasked Estep 
Score: -21253132.000000 Penalty: 5963.823242
	Iteration 75Q: 3 clusters Score -2.125313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5963.823242
	Iteration 76Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 164759 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5963.823242
	Iteration 77Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -21253138.000000 Penalty: 5963.823242
	Iteration 78Q: 3 clusters Score -2.125314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5963.823242
	Iteration 79Q: 3 clusters Score -2.125314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -21253142.000000 Penalty: 5963.823242
	Iteration 80F: 3 clusters Score -2.125314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -1358014.375000 Penalty: 2302.030762
	Iteration 0F: 2 clusters Score -1358014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1349924.250000 Penalty: 4604.061523
	Iteration 0F: 3 clusters Score -1349924 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1352371.875000 Penalty: 4604.061523
	Iteration 1F: 3 clusters Score -1352372 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1352912.875000 Penalty: 4604.061523
	Iteration 2F: 3 clusters Score -1352913 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1353412.625000 Penalty: 4604.061523
	Iteration 3F: 3 clusters Score -1353413 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1353926.000000 Penalty: 4604.061523
	Iteration 4F: 3 clusters Score -1353926 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1354463.625000 Penalty: 4604.061523
	Iteration 5F: 3 clusters Score -1354464 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1354942.500000 Penalty: 4604.061523
	Iteration 6F: 3 clusters Score -1354942 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1355426.000000 Penalty: 4604.061523
	Iteration 7F: 3 clusters Score -1355426 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1355860.875000 Penalty: 4604.061523
	Iteration 8Q: 3 clusters Score -1355861 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1356204.750000 Penalty: 4604.061523
	Iteration 9Q: 3 clusters Score -1356205 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1356452.000000 Penalty: 4604.061523
	Iteration 10Q: 3 clusters Score -1356452 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1356598.250000 Penalty: 4604.061523
	Iteration 11Q: 3 clusters Score -1356598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1356655.625000 Penalty: 4604.061523
	Iteration 12Q: 3 clusters Score -1356656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1356683.375000 Penalty: 4604.061523
	Iteration 13Q: 3 clusters Score -1356683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1356701.625000 Penalty: 4604.061523
	Iteration 14Q: 3 clusters Score -1356702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1356714.625000 Penalty: 4604.061523
	Iteration 15Q: 3 clusters Score -1356715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1356723.250000 Penalty: 4604.061523
	Iteration 16Q: 3 clusters Score -1356723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1356733.750000 Penalty: 4604.061523
	Iteration 17Q: 3 clusters Score -1356734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1356743.625000 Penalty: 4604.061523
	Iteration 18Q: 3 clusters Score -1356744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1356748.375000 Penalty: 4604.061523
	Iteration 19Q: 3 clusters Score -1356748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1356756.375000 Penalty: 4604.061523
	Iteration 20F: 3 clusters Score -1356756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1356758.250000 Penalty: 4604.061523
	Iteration 21Q: 3 clusters Score -1356758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1356764.375000 Penalty: 4604.061523
	Iteration 22Q: 3 clusters Score -1356764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1356768.375000 Penalty: 4604.061523
	Iteration 23Q: 3 clusters Score -1356768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1356769.750000 Penalty: 4604.061523
	Iteration 24Q: 3 clusters Score -1356770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1356774.375000 Penalty: 4604.061523
	Iteration 25Q: 3 clusters Score -1356774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1356774.750000 Penalty: 4604.061523
	Iteration 26Q: 3 clusters Score -1356775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1356779.750000 Penalty: 4604.061523
	Iteration 27Q: 3 clusters Score -1356780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1356782.375000 Penalty: 4604.061523
	Iteration 28Q: 3 clusters Score -1356782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1356785.125000 Penalty: 4604.061523
	Iteration 29Q: 3 clusters Score -1356785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1356786.375000 Penalty: 4604.061523
	Iteration 30Q: 3 clusters Score -1356786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1356787.750000 Penalty: 4604.061523
	Iteration 31Q: 3 clusters Score -1356788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1356790.125000 Penalty: 4604.061523
	Iteration 32Q: 3 clusters Score -1356790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1356791.875000 Penalty: 4604.061523
	Iteration 33Q: 3 clusters Score -1356792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1356794.625000 Penalty: 4604.061523
	Iteration 34Q: 3 clusters Score -1356795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1356794.750000 Penalty: 4604.061523
	Iteration 35Q: 3 clusters Score -1356795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1356795.875000 Penalty: 4604.061523
	Iteration 36Q: 3 clusters Score -1356796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1356796.250000 Penalty: 4604.061523
	Iteration 37Q: 3 clusters Score -1356796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1356799.375000 Penalty: 4604.061523
	Iteration 38Q: 3 clusters Score -1356799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1356798.875000 Penalty: 4604.061523
	Iteration 39Q: 3 clusters Score -1356799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1356796.750000 Penalty: 4604.061523
	Iteration 40F: 3 clusters Score -1356797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1356800.250000 Penalty: 4604.061523
	Iteration 41Q: 3 clusters Score -1356800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1356803.375000 Penalty: 4604.061523
	Iteration 42Q: 3 clusters Score -1356803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1356802.250000 Penalty: 4604.061523
	Iteration 43Q: 3 clusters Score -1356802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1356801.375000 Penalty: 4604.061523
	Iteration 44Q: 3 clusters Score -1356801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1356801.375000 Penalty: 4604.061523
	Iteration 45F: 3 clusters Score -1356801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -153515.953125 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -153516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151421.187500 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -151421.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151739.171875 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -151739.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151826.953125 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -151827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151869.484375 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -151869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151891.796875 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -151891.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -151905.234375 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -151905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151928.359375 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -151928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -151945.265625 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -151945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151965.250000 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -151965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151985.156250 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -151985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151991.718750 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -151991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151998.421875 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -151998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152004.468750 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -152004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152005.375000 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -152005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152008.578125 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -152008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152011.640625 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -152011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152015.046875 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -152015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152017.250000 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -152017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152017.250000 Penalty: 3525.283203
	Iteration 18F: 3 clusters Score -152017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -298915.937500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -298915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -295982.468750 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -295982.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -296574.000000 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -296574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296710.468750 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -296710.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296787.250000 Penalty: 3872.928223
	Iteration 3Q: 3 clusters Score -296787.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -296831.875000 Penalty: 3872.928223
	Iteration 4Q: 3 clusters Score -296831.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -296859.093750 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -296859.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -296874.218750 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -296874.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296883.656250 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -296883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -296894.250000 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -296894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -296900.843750 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -296900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -296906.312500 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -296906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -296911.281250 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -296911.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -296919.937500 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -296919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -296929.187500 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -296929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296934.031250 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -296934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -296939.937500 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -296939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296944.812500 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -296944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -296949.750000 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -296949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296951.125000 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -296951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296955.250000 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -296955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -296959.281250 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -296959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -296962.218750 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -296962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -296964.281250 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -296964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -296965.562500 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -296965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -296967.031250 Penalty: 3872.928223
	Iteration 24Q: 3 clusters Score -296967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -296968.906250 Penalty: 3872.928223
	Iteration 25Q: 3 clusters Score -296968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296971.718750 Penalty: 3872.928223
	Iteration 26Q: 3 clusters Score -296971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -296972.906250 Penalty: 3872.928223
	Iteration 27Q: 3 clusters Score -296972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296974.343750 Penalty: 3872.928223
	Iteration 28Q: 3 clusters Score -296974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296975.125000 Penalty: 3872.928223
	Iteration 29Q: 3 clusters Score -296975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -296975.968750 Penalty: 3872.928223
	Iteration 30Q: 3 clusters Score -296976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296977.656250 Penalty: 3872.928223
	Iteration 31Q: 3 clusters Score -296977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -296980.062500 Penalty: 3872.928223
	Iteration 32Q: 3 clusters Score -296980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -296985.093750 Penalty: 3872.928223
	Iteration 33Q: 3 clusters Score -296985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -296990.187500 Penalty: 3872.928223
	Iteration 34Q: 3 clusters Score -296990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296995.125000 Penalty: 3872.928223
	Iteration 35Q: 3 clusters Score -296995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -296998.375000 Penalty: 3872.928223
	Iteration 36Q: 3 clusters Score -296998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297001.187500 Penalty: 3872.928223
	Iteration 37Q: 3 clusters Score -297001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -297005.281250 Penalty: 3872.928223
	Iteration 38Q: 3 clusters Score -297005.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297009.343750 Penalty: 3872.928223
	Iteration 39Q: 3 clusters Score -297009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297010.500000 Penalty: 3872.928223
	Iteration 40F: 3 clusters Score -297010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297012.218750 Penalty: 3872.928223
	Iteration 41Q: 3 clusters Score -297012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297014.562500 Penalty: 3872.928223
	Iteration 42Q: 3 clusters Score -297014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297015.343750 Penalty: 3872.928223
	Iteration 43Q: 3 clusters Score -297015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -297016.187500 Penalty: 3872.928223
	Iteration 44Q: 3 clusters Score -297016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297016.500000 Penalty: 3872.928223
	Iteration 45Q: 3 clusters Score -297016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297017.687500 Penalty: 3872.928223
	Iteration 46Q: 3 clusters Score -297017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297017.312500 Penalty: 3872.928223
	Iteration 47Q: 3 clusters Score -297017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297017.312500 Penalty: 3872.928223
	Iteration 48F: 3 clusters Score -297017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Entering Unmasked Estep 
Score: -3938766.500000 Penalty: 2560.052002
	Iteration 0F: 2 clusters Score -3938766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3917750.500000 Penalty: 5120.104004
	Iteration 0F: 3 clusters Score -3917750 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3925493.000000 Penalty: 5120.104004
	Iteration 1F: 3 clusters Score -3925493 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3926087.750000 Penalty: 5120.104004
	Iteration 2F: 3 clusters Score -3926088 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3926754.250000 Penalty: 5120.104004
	Iteration 3Q: 3 clusters Score -3926754 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3927618.250000 Penalty: 5120.104004
	Iteration 4F: 3 clusters Score -3927618 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3928999.750000 Penalty: 5120.104004
	Iteration 5F: 3 clusters Score -3929000 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3930831.500000 Penalty: 5120.104004
	Iteration 6F: 3 clusters Score -3930832 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3932742.000000 Penalty: 5120.104004
	Iteration 7F: 3 clusters Score -3932742 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3934290.500000 Penalty: 5120.104004
	Iteration 8F: 3 clusters Score -3934290 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3935272.750000 Penalty: 5120.104004
	Iteration 9Q: 3 clusters Score -3935273 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3935782.250000 Penalty: 5120.104004
	Iteration 10Q: 3 clusters Score -3935782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3936071.000000 Penalty: 5120.104004
	Iteration 11Q: 3 clusters Score -3936071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3936231.500000 Penalty: 5120.104004
	Iteration 12Q: 3 clusters Score -3936232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3936346.000000 Penalty: 5120.104004
	Iteration 13Q: 3 clusters Score -3936346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3936424.000000 Penalty: 5120.104004
	Iteration 14Q: 3 clusters Score -3936424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3936444.500000 Penalty: 5120.104004
	Iteration 15Q: 3 clusters Score -3936444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3936472.250000 Penalty: 5120.104004
	Iteration 16Q: 3 clusters Score -3936472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3936498.250000 Penalty: 5120.104004
	Iteration 17Q: 3 clusters Score -3936498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3936513.500000 Penalty: 5120.104004
	Iteration 18Q: 3 clusters Score -3936514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3936523.750000 Penalty: 5120.104004
	Iteration 19Q: 3 clusters Score -3936524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3936532.250000 Penalty: 5120.104004
	Iteration 20F: 3 clusters Score -3936532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3936535.250000 Penalty: 5120.104004
	Iteration 21Q: 3 clusters Score -3936535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3936535.750000 Penalty: 5120.104004
	Iteration 22Q: 3 clusters Score -3936536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3936540.750000 Penalty: 5120.104004
	Iteration 23Q: 3 clusters Score -3936541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3936545.750000 Penalty: 5120.104004
	Iteration 24Q: 3 clusters Score -3936546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3936545.000000 Penalty: 5120.104004
	Iteration 25Q: 3 clusters Score -3936545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3936550.000000 Penalty: 5120.104004
	Iteration 26Q: 3 clusters Score -3936550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3936558.750000 Penalty: 5120.104004
	Iteration 27Q: 3 clusters Score -3936559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3936563.000000 Penalty: 5120.104004
	Iteration 28Q: 3 clusters Score -3936563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3936570.250000 Penalty: 5120.104004
	Iteration 29Q: 3 clusters Score -3936570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3936571.250000 Penalty: 5120.104004
	Iteration 30Q: 3 clusters Score -3936571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3936572.250000 Penalty: 5120.104004
	Iteration 31Q: 3 clusters Score -3936572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3936580.750000 Penalty: 5120.104004
	Iteration 32Q: 3 clusters Score -3936581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3936586.250000 Penalty: 5120.104004
	Iteration 33Q: 3 clusters Score -3936586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3936585.000000 Penalty: 5120.104004
	Iteration 34Q: 3 clusters Score -3936585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3936585.500000 Penalty: 5120.104004
	Iteration 35Q: 3 clusters Score -3936586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3936585.500000 Penalty: 5120.104004
	Iteration 36F: 3 clusters Score -3936586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Entering Unmasked Estep 
Score: -4906958.000000 Penalty: 2615.355713
	Iteration 0F: 2 clusters Score -4906958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4881108.000000 Penalty: 5230.711426
	Iteration 0F: 3 clusters Score -4881108 nChanged 17383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4890655.500000 Penalty: 5230.711426
	Iteration 1F: 3 clusters Score -4890656 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4891230.000000 Penalty: 5230.711426
	Iteration 2Q: 3 clusters Score -4891230 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4891786.500000 Penalty: 5230.711426
	Iteration 3Q: 3 clusters Score -4891786 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4892311.000000 Penalty: 5230.711426
	Iteration 4Q: 3 clusters Score -4892311 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4892930.500000 Penalty: 5230.711426
	Iteration 5Q: 3 clusters Score -4892930 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4893708.500000 Penalty: 5230.711426
	Iteration 6Q: 3 clusters Score -4893708 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4894573.500000 Penalty: 5230.711426
	Iteration 7Q: 3 clusters Score -4894574 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4895692.000000 Penalty: 5230.711426
	Iteration 8Q: 3 clusters Score -4895692 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4897040.500000 Penalty: 5230.711426
	Iteration 9F: 3 clusters Score -4897040 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4898305.000000 Penalty: 5230.711426
	Iteration 10F: 3 clusters Score -4898305 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4899172.000000 Penalty: 5230.711426
	Iteration 11Q: 3 clusters Score -4899172 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4899579.500000 Penalty: 5230.711426
	Iteration 12Q: 3 clusters Score -4899580 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4899747.000000 Penalty: 5230.711426
	Iteration 13Q: 3 clusters Score -4899747 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4899856.000000 Penalty: 5230.711426
	Iteration 14Q: 3 clusters Score -4899856 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4899986.000000 Penalty: 5230.711426
	Iteration 15Q: 3 clusters Score -4899986 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4900087.000000 Penalty: 5230.711426
	Iteration 16Q: 3 clusters Score -4900087 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4900200.500000 Penalty: 5230.711426
	Iteration 17Q: 3 clusters Score -4900200 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -4900330.500000 Penalty: 5230.711426
	Iteration 18Q: 3 clusters Score -4900330 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4900505.000000 Penalty: 5230.711426
	Iteration 19Q: 3 clusters Score -4900505 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -4900695.000000 Penalty: 5230.711426
	Iteration 20F: 3 clusters Score -4900695 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4900903.500000 Penalty: 5230.711426
	Iteration 21Q: 3 clusters Score -4900904 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4901128.000000 Penalty: 5230.711426
	Iteration 22Q: 3 clusters Score -4901128 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4901340.500000 Penalty: 5230.711426
	Iteration 23Q: 3 clusters Score -4901340 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4901563.500000 Penalty: 5230.711426
	Iteration 24Q: 3 clusters Score -4901564 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4901817.500000 Penalty: 5230.711426
	Iteration 25Q: 3 clusters Score -4901818 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4902037.500000 Penalty: 5230.711426
	Iteration 26Q: 3 clusters Score -4902038 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4902246.000000 Penalty: 5230.711426
	Iteration 27Q: 3 clusters Score -4902246 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4902441.500000 Penalty: 5230.711426
	Iteration 28Q: 3 clusters Score -4902442 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4902671.000000 Penalty: 5230.711426
	Iteration 29Q: 3 clusters Score -4902671 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4902873.500000 Penalty: 5230.711426
	Iteration 30Q: 3 clusters Score -4902874 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4903035.500000 Penalty: 5230.711426
	Iteration 31Q: 3 clusters Score -4903036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4903222.500000 Penalty: 5230.711426
	Iteration 32Q: 3 clusters Score -4903222 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4903404.000000 Penalty: 5230.711426
	Iteration 33Q: 3 clusters Score -4903404 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4903590.500000 Penalty: 5230.711426
	Iteration 34Q: 3 clusters Score -4903590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4903763.500000 Penalty: 5230.711426
	Iteration 35Q: 3 clusters Score -4903764 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4903895.500000 Penalty: 5230.711426
	Iteration 36Q: 3 clusters Score -4903896 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4904035.000000 Penalty: 5230.711426
	Iteration 37Q: 3 clusters Score -4904035 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4904159.000000 Penalty: 5230.711426
	Iteration 38Q: 3 clusters Score -4904159 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4904291.500000 Penalty: 5230.711426
	Iteration 39Q: 3 clusters Score -4904292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4904401.500000 Penalty: 5230.711426
	Iteration 40F: 3 clusters Score -4904402 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4904530.000000 Penalty: 5230.711426
	Iteration 41Q: 3 clusters Score -4904530 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4904615.500000 Penalty: 5230.711426
	Iteration 42Q: 3 clusters Score -4904616 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4904688.000000 Penalty: 5230.711426
	Iteration 43Q: 3 clusters Score -4904688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4904766.000000 Penalty: 5230.711426
	Iteration 44Q: 3 clusters Score -4904766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4904861.000000 Penalty: 5230.711426
	Iteration 45Q: 3 clusters Score -4904861 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4904953.000000 Penalty: 5230.711426
	Iteration 46Q: 3 clusters Score -4904953 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4905027.000000 Penalty: 5230.711426
	Iteration 47Q: 3 clusters Score -4905027 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4905112.500000 Penalty: 5230.711426
	Iteration 48Q: 3 clusters Score -4905112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4905157.500000 Penalty: 5230.711426
	Iteration 49Q: 3 clusters Score -4905158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4905201.000000 Penalty: 5230.711426
	Iteration 50Q: 3 clusters Score -4905201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4905236.500000 Penalty: 5230.711426
	Iteration 51Q: 3 clusters Score -4905236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4905286.500000 Penalty: 5230.711426
	Iteration 52Q: 3 clusters Score -4905286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4905340.500000 Penalty: 5230.711426
	Iteration 53Q: 3 clusters Score -4905340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -4905375.000000 Penalty: 5230.711426
	Iteration 54Q: 3 clusters Score -4905375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4905382.500000 Penalty: 5230.711426
	Iteration 55Q: 3 clusters Score -4905382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4905397.500000 Penalty: 5230.711426
	Iteration 56Q: 3 clusters Score -4905398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4905409.500000 Penalty: 5230.711426
	Iteration 57Q: 3 clusters Score -4905410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4905424.500000 Penalty: 5230.711426
	Iteration 58Q: 3 clusters Score -4905424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4905427.000000 Penalty: 5230.711426
	Iteration 59Q: 3 clusters Score -4905427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4905458.000000 Penalty: 5230.711426
	Iteration 60F: 3 clusters Score -4905458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4905463.000000 Penalty: 5230.711426
	Iteration 61Q: 3 clusters Score -4905463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4905495.000000 Penalty: 5230.711426
	Iteration 62Q: 3 clusters Score -4905495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4905510.500000 Penalty: 5230.711426
	Iteration 63Q: 3 clusters Score -4905510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4905528.500000 Penalty: 5230.711426
	Iteration 64Q: 3 clusters Score -4905528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4905552.500000 Penalty: 5230.711426
	Iteration 65Q: 3 clusters Score -4905552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4905566.500000 Penalty: 5230.711426
	Iteration 66Q: 3 clusters Score -4905566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4905572.000000 Penalty: 5230.711426
	Iteration 67Q: 3 clusters Score -4905572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4905585.000000 Penalty: 5230.711426
	Iteration 68Q: 3 clusters Score -4905585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4905605.000000 Penalty: 5230.711426
	Iteration 69Q: 3 clusters Score -4905605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4905604.500000 Penalty: 5230.711426
	Iteration 70Q: 3 clusters Score -4905604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4905612.500000 Penalty: 5230.711426
	Iteration 71Q: 3 clusters Score -4905612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4905614.500000 Penalty: 5230.711426
	Iteration 72Q: 3 clusters Score -4905614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4905614.500000 Penalty: 5230.711426
	Iteration 73Q: 3 clusters Score -4905614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4905621.000000 Penalty: 5230.711426
	Iteration 74Q: 3 clusters Score -4905621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4905628.500000 Penalty: 5230.711426
	Iteration 75Q: 3 clusters Score -4905628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4905632.000000 Penalty: 5230.711426
	Iteration 76Q: 3 clusters Score -4905632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4905649.000000 Penalty: 5230.711426
	Iteration 77Q: 3 clusters Score -4905649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4905653.500000 Penalty: 5230.711426
	Iteration 78Q: 3 clusters Score -4905654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4905661.000000 Penalty: 5230.711426
	Iteration 79Q: 3 clusters Score -4905661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4905656.500000 Penalty: 5230.711426
	Iteration 80F: 3 clusters Score -4905656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4905660.000000 Penalty: 5230.711426
	Iteration 81Q: 3 clusters Score -4905660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4905661.000000 Penalty: 5230.711426
	Iteration 82Q: 3 clusters Score -4905661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4905666.500000 Penalty: 5230.711426
	Iteration 83Q: 3 clusters Score -4905666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4905671.000000 Penalty: 5230.711426
	Iteration 84Q: 3 clusters Score -4905671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4905675.000000 Penalty: 5230.711426
	Iteration 85Q: 3 clusters Score -4905675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4905674.000000 Penalty: 5230.711426
	Iteration 86Q: 3 clusters Score -4905674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4905667.000000 Penalty: 5230.711426
	Iteration 87Q: 3 clusters Score -4905667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4905666.000000 Penalty: 5230.711426
	Iteration 88Q: 3 clusters Score -4905666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4905670.000000 Penalty: 5230.711426
	Iteration 89Q: 3 clusters Score -4905670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4905670.000000 Penalty: 5230.711426
	Iteration 90F: 3 clusters Score -4905670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29330.751953 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29330.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29395.802734 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29415.884766 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29415.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29415.884766 Penalty: 2785.918457
	Iteration 3F: 3 clusters Score -29415.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11683 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 183759 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 235048 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45643 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49881 members 
Mstep: Class 16 contains 166681 members 
Mstep: Class 17 contains 10747 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 30418 members 
Mstep: Class 21 contains 38017 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049792.000000 Penalty: 74949.453125
Iteration 159Q: 23 clusters Score -1.160498e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119486 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11683 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 183313 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 235175 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45695 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49905 members 
Mstep: Class 16 contains 166473 members 
Mstep: Class 17 contains 10753 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 30442 members 
Mstep: Class 21 contains 38150 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049440.000000 Penalty: 74949.453125
Iteration 160F: 23 clusters Score -1.160494e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11676 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 182893 members 
Mstep: Class 7 contains 13944 members 
Mstep: Class 8 contains 235312 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45745 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49925 members 
Mstep: Class 16 contains 166277 members 
Mstep: Class 17 contains 10764 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 30432 members 
Mstep: Class 21 contains 38270 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049568.000000 Penalty: 74949.453125
Iteration 161Q: 23 clusters Score -1.160496e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11674 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 182496 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 235456 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 45781 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49967 members 
Mstep: Class 16 contains 165999 members 
Mstep: Class 17 contains 10774 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 30443 members 
Mstep: Class 21 contains 38416 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049536.000000 Penalty: 74949.453125
Iteration 162Q: 23 clusters Score -1.160495e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 182091 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 235624 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45797 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 49994 members 
Mstep: Class 16 contains 165715 members 
Mstep: Class 17 contains 10787 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 30459 members 
Mstep: Class 21 contains 38569 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049464.000000 Penalty: 74949.453125
Iteration 163Q: 23 clusters Score -1.160495e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120794 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 181695 members 
Mstep: Class 7 contains 13914 members 
Mstep: Class 8 contains 235788 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45815 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50057 members 
Mstep: Class 16 contains 165426 members 
Mstep: Class 17 contains 10798 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 30473 members 
Mstep: Class 21 contains 38696 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049368.000000 Penalty: 74949.453125
Iteration 164Q: 23 clusters Score -1.160494e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121119 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 181304 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 235917 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45841 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50108 members 
Mstep: Class 16 contains 165177 members 
Mstep: Class 17 contains 10805 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30501 members 
Mstep: Class 21 contains 38792 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049648.000000 Penalty: 74949.453125
Iteration 165Q: 23 clusters Score -1.160496e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 180943 members 
Mstep: Class 7 contains 13910 members 
Mstep: Class 8 contains 236044 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45850 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50145 members 
Mstep: Class 16 contains 164952 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 30530 members 
Mstep: Class 21 contains 38851 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050008.000000 Penalty: 74949.453125
Iteration 166Q: 23 clusters Score -1.1605e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 180594 members 
Mstep: Class 7 contains 13915 members 
Mstep: Class 8 contains 236159 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50169 members 
Mstep: Class 16 contains 164784 members 
Mstep: Class 17 contains 10837 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 30548 members 
Mstep: Class 21 contains 38922 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3391.413330 but Gain 3406.789062
Score: -116050392.000000 Penalty: 71542.664062
Iteration 167Q: 22 clusters Score -1.160504e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11663 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 181277 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 236550 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50668 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 10881 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 30574 members 
Mstep: Class 21 contains 38997 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052648.000000 Penalty: 71542.664062
Iteration 168Q: 22 clusters Score -1.160526e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122369 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 180808 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 236548 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45895 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50702 members 
Mstep: Class 16 contains 164626 members 
Mstep: Class 17 contains 10886 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30602 members 
Mstep: Class 21 contains 39113 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052792.000000 Penalty: 71542.664062
Iteration 169Q: 22 clusters Score -1.160528e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122714 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11626 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 180376 members 
Mstep: Class 7 contains 13943 members 
Mstep: Class 8 contains 236580 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45899 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 5657 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50724 members 
Mstep: Class 16 contains 164508 members 
Mstep: Class 17 contains 10895 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 30614 members 
Mstep: Class 21 contains 39203 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053048.000000 Penalty: 71542.664062
Iteration 170Q: 22 clusters Score -1.16053e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 179973 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 236638 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45919 members 
Mstep: Class 11 contains 2779 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50732 members 
Mstep: Class 16 contains 164398 members 
Mstep: Class 17 contains 10904 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30623 members 
Mstep: Class 21 contains 39283 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053192.000000 Penalty: 71542.664062
Iteration 171Q: 22 clusters Score -1.160532e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 179621 members 
Mstep: Class 7 contains 13952 members 
Mstep: Class 8 contains 236726 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45950 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50759 members 
Mstep: Class 16 contains 164276 members 
Mstep: Class 17 contains 10913 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30629 members 
Mstep: Class 21 contains 39334 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053440.000000 Penalty: 71542.664062
Iteration 172Q: 22 clusters Score -1.160534e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 179286 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 236834 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45947 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50775 members 
Mstep: Class 16 contains 164155 members 
Mstep: Class 17 contains 10922 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 30650 members 
Mstep: Class 21 contains 39400 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053480.000000 Penalty: 71542.664062
Iteration 173Q: 22 clusters Score -1.160535e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123719 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 7 contains 13970 members 
Mstep: Class 8 contains 236910 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45969 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5718 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50807 members 
Mstep: Class 16 contains 164026 members 
Mstep: Class 17 contains 10936 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 30658 members 
Mstep: Class 21 contains 39458 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053848.000000 Penalty: 71542.664062
Iteration 174Q: 22 clusters Score -1.160538e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11587 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 178613 members 
Mstep: Class 7 contains 13989 members 
Mstep: Class 8 contains 236960 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45987 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50844 members 
Mstep: Class 16 contains 163889 members 
Mstep: Class 17 contains 10954 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 30679 members 
Mstep: Class 21 contains 39538 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053792.000000 Penalty: 71542.664062
Iteration 175Q: 22 clusters Score -1.160538e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124191 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 178287 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 237035 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 45990 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50898 members 
Mstep: Class 16 contains 163713 members 
Mstep: Class 17 contains 10964 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30687 members 
Mstep: Class 21 contains 39621 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053760.000000 Penalty: 71542.664062
Iteration 176Q: 22 clusters Score -1.160538e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124416 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 177994 members 
Mstep: Class 7 contains 14026 members 
Mstep: Class 8 contains 237104 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 46011 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 50949 members 
Mstep: Class 16 contains 163534 members 
Mstep: Class 17 contains 10969 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 30705 members 
Mstep: Class 21 contains 39690 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053864.000000 Penalty: 71542.664062
Iteration 177Q: 22 clusters Score -1.160539e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124582 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 177749 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 237187 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 46027 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51000 members 
Mstep: Class 16 contains 163348 members 
Mstep: Class 17 contains 10973 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 30722 members 
Mstep: Class 21 contains 39759 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053960.000000 Penalty: 71542.664062
Iteration 178Q: 22 clusters Score -1.16054e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11587 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 177527 members 
Mstep: Class 7 contains 14086 members 
Mstep: Class 8 contains 237249 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 46041 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5730 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51054 members 
Mstep: Class 16 contains 163162 members 
Mstep: Class 17 contains 10971 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 30725 members 
Mstep: Class 21 contains 39810 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053912.000000 Penalty: 71542.664062
Iteration 179Q: 22 clusters Score -1.160539e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11581 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 177273 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 237332 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 46063 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5732 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51110 members 
Mstep: Class 16 contains 163002 members 
Mstep: Class 17 contains 10973 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 30729 members 
Mstep: Class 21 contains 39862 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053800.000000 Penalty: 71542.664062
Iteration 180F: 22 clusters Score -1.160538e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 176995 members 
Mstep: Class 7 contains 14136 members 
Mstep: Class 8 contains 237407 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 46103 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51184 members 
Mstep: Class 16 contains 162854 members 
Mstep: Class 17 contains 10979 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 30741 members 
Mstep: Class 21 contains 39910 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053720.000000 Penalty: 71542.664062
Iteration 181Q: 22 clusters Score -1.160537e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125184 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 176740 members 
Mstep: Class 7 contains 14150 members 
Mstep: Class 8 contains 237472 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 46155 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51237 members 
Mstep: Class 16 contains 162774 members 
Mstep: Class 17 contains 10988 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 30743 members 
Mstep: Class 21 contains 39952 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053680.000000 Penalty: 71542.664062
Iteration 182Q: 22 clusters Score -1.160537e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11575 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 176487 members 
Mstep: Class 7 contains 14176 members 
Mstep: Class 8 contains 237543 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46204 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 51283 members 
Mstep: Class 16 contains 162696 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 30753 members 
Mstep: Class 21 contains 39998 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053896.000000 Penalty: 71542.664062
Iteration 183Q: 22 clusters Score -1.160539e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125352 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 176268 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 237592 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 51323 members 
Mstep: Class 16 contains 162617 members 
Mstep: Class 17 contains 11007 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 30746 members 
Mstep: Class 21 contains 40051 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054384.000000 Penalty: 71542.664062
Iteration 184Q: 22 clusters Score -1.160544e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 176028 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 237626 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 46294 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51371 members 
Mstep: Class 16 contains 162549 members 
Mstep: Class 17 contains 11009 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 30751 members 
Mstep: Class 21 contains 40095 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054312.000000 Penalty: 71542.664062
Iteration 185Q: 22 clusters Score -1.160543e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11572 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175817 members 
Mstep: Class 7 contains 14250 members 
Mstep: Class 8 contains 237691 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46369 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51422 members 
Mstep: Class 16 contains 162421 members 
Mstep: Class 17 contains 11012 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 30743 members 
Mstep: Class 21 contains 40140 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054632.000000 Penalty: 71542.664062
Iteration 186Q: 22 clusters Score -1.160546e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11575 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175632 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 237766 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46417 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5734 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51488 members 
Mstep: Class 16 contains 162251 members 
Mstep: Class 17 contains 11017 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 30741 members 
Mstep: Class 21 contains 40182 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054344.000000 Penalty: 71542.664062
Iteration 187Q: 22 clusters Score -1.160543e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11570 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175450 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 237857 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46469 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5735 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51572 members 
Mstep: Class 16 contains 162064 members 
Mstep: Class 17 contains 11018 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 30743 members 
Mstep: Class 21 contains 40225 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054232.000000 Penalty: 71542.664062
Iteration 188Q: 22 clusters Score -1.160542e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125776 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11567 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175310 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 237925 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46500 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51627 members 
Mstep: Class 16 contains 161926 members 
Mstep: Class 17 contains 11022 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 30729 members 
Mstep: Class 21 contains 40247 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054408.000000 Penalty: 71542.664062
Iteration 189Q: 22 clusters Score -1.160544e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175165 members 
Mstep: Class 7 contains 14354 members 
Mstep: Class 8 contains 237974 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46547 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 51674 members 
Mstep: Class 16 contains 161789 members 
Mstep: Class 17 contains 11028 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 30728 members 
Mstep: Class 21 contains 40264 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054512.000000 Penalty: 71542.664062
Iteration 190Q: 22 clusters Score -1.160545e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125935 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 175022 members 
Mstep: Class 7 contains 14376 members 
Mstep: Class 8 contains 238022 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46590 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51709 members 
Mstep: Class 16 contains 161672 members 
Mstep: Class 17 contains 11032 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 30739 members 
Mstep: Class 21 contains 40277 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054616.000000 Penalty: 71542.664062
Iteration 191Q: 22 clusters Score -1.160546e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125982 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11589 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174889 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 238049 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46621 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51750 members 
Mstep: Class 16 contains 161561 members 
Mstep: Class 17 contains 11037 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 30747 members 
Mstep: Class 21 contains 40321 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054648.000000 Penalty: 71542.664062
Iteration 192Q: 22 clusters Score -1.160546e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174770 members 
Mstep: Class 7 contains 14429 members 
Mstep: Class 8 contains 238075 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46645 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51794 members 
Mstep: Class 16 contains 161463 members 
Mstep: Class 17 contains 11036 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30761 members 
Mstep: Class 21 contains 40349 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054504.000000 Penalty: 71542.664062
Iteration 193Q: 22 clusters Score -1.160545e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11595 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174658 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 238112 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46667 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51853 members 
Mstep: Class 16 contains 161338 members 
Mstep: Class 17 contains 11036 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30772 members 
Mstep: Class 21 contains 40363 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054424.000000 Penalty: 71542.664062
Iteration 194Q: 22 clusters Score -1.160544e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174546 members 
Mstep: Class 7 contains 14478 members 
Mstep: Class 8 contains 238170 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46705 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51915 members 
Mstep: Class 16 contains 161175 members 
Mstep: Class 17 contains 11043 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 30783 members 
Mstep: Class 21 contains 40387 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054520.000000 Penalty: 71542.664062
Iteration 195Q: 22 clusters Score -1.160545e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174416 members 
Mstep: Class 7 contains 14511 members 
Mstep: Class 8 contains 238231 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 51979 members 
Mstep: Class 16 contains 161048 members 
Mstep: Class 17 contains 11042 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30789 members 
Mstep: Class 21 contains 40400 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054768.000000 Penalty: 71542.664062
Iteration 196Q: 22 clusters Score -1.160548e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174304 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 8 contains 238285 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 46778 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 52043 members 
Mstep: Class 16 contains 160849 members 
Mstep: Class 17 contains 11042 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30801 members 
Mstep: Class 21 contains 40436 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054888.000000 Penalty: 71542.664062
Iteration 197Q: 22 clusters Score -1.160549e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174168 members 
Mstep: Class 7 contains 14579 members 
Mstep: Class 8 contains 238347 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 52099 members 
Mstep: Class 16 contains 160670 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 30811 members 
Mstep: Class 21 contains 40467 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054984.000000 Penalty: 71542.664062
Iteration 198Q: 22 clusters Score -1.16055e+08 nChanged 1159
Entering ConstructFrom: 
Score: -116054984.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (126452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Entering Unmasked Estep 
Score: -16262134.000000 Penalty: 2913.409180
	Iteration 0F: 2 clusters Score -1.626213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -16177851.000000 Penalty: 5826.818359
	Iteration 0F: 3 clusters Score -1.617785e+07 nChanged 60325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -16212855.000000 Penalty: 5826.818359
	Iteration 1F: 3 clusters Score -1.621286e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -16213914.000000 Penalty: 5826.818359
	Iteration 2Q: 3 clusters Score -1.621391e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -16215538.000000 Penalty: 5826.818359
	Iteration 3Q: 3 clusters Score -1.621554e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -16217913.000000 Penalty: 5826.818359
	Iteration 4Q: 3 clusters Score -1.621791e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -16222216.000000 Penalty: 5826.818359
	Iteration 5F: 3 clusters Score -1.622222e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -16228896.000000 Penalty: 5826.818359
	Iteration 6F: 3 clusters Score -1.62289e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -16237782.000000 Penalty: 5826.818359
	Iteration 7F: 3 clusters Score -1.623778e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -16246231.000000 Penalty: 5826.818359
	Iteration 8F: 3 clusters Score -1.624623e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -16252248.000000 Penalty: 5826.818359
	Iteration 9F: 3 clusters Score -1.625225e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -16255584.000000 Penalty: 5826.818359
	Iteration 10Q: 3 clusters Score -1.625558e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -16257375.000000 Penalty: 5826.818359
	Iteration 11Q: 3 clusters Score -1.625738e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -16258313.000000 Penalty: 5826.818359
	Iteration 12Q: 3 clusters Score -1.625831e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -16258887.000000 Penalty: 5826.818359
	Iteration 13Q: 3 clusters Score -1.625889e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -16259175.000000 Penalty: 5826.818359
	Iteration 14Q: 3 clusters Score -1.625918e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -16259309.000000 Penalty: 5826.818359
	Iteration 15Q: 3 clusters Score -1.625931e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -16259423.000000 Penalty: 5826.818359
	Iteration 16Q: 3 clusters Score -1.625942e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -16259470.000000 Penalty: 5826.818359
	Iteration 17Q: 3 clusters Score -1.625947e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -16259515.000000 Penalty: 5826.818359
	Iteration 18Q: 3 clusters Score -1.625952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -16259563.000000 Penalty: 5826.818359
	Iteration 19Q: 3 clusters Score -1.625956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -16259573.000000 Penalty: 5826.818359
	Iteration 20F: 3 clusters Score -1.625957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 125868 members 
Entering Unmasked Estep 
Score: -16259591.000000 Penalty: 5826.818359
	Iteration 21Q: 3 clusters Score -1.625959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 125870 members 
Entering Unmasked Estep 
Score: -16259604.000000 Penalty: 5826.818359
	Iteration 22Q: 3 clusters Score -1.62596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -16259603.000000 Penalty: 5826.818359
	Iteration 23Q: 3 clusters Score -1.62596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -16259605.000000 Penalty: 5826.818359
	Iteration 24Q: 3 clusters Score -1.62596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -16259618.000000 Penalty: 5826.818359
	Iteration 25Q: 3 clusters Score -1.625962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -16259613.000000 Penalty: 5826.818359
	Iteration 26Q: 3 clusters Score -1.625961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -16259610.000000 Penalty: 5826.818359
	Iteration 27Q: 3 clusters Score -1.625961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -16259611.000000 Penalty: 5826.818359
	Iteration 28Q: 3 clusters Score -1.625961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -16259607.000000 Penalty: 5826.818359
	Iteration 29Q: 3 clusters Score -1.625961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -16259612.000000 Penalty: 5826.818359
	Iteration 30Q: 3 clusters Score -1.625961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -16259609.000000 Penalty: 5826.818359
	Iteration 31Q: 3 clusters Score -1.625961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 125884 members 
Entering Unmasked Estep 
Score: -16259613.000000 Penalty: 5826.818359
	Iteration 32Q: 3 clusters Score -1.625961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -16259612.000000 Penalty: 5826.818359
	Iteration 33Q: 3 clusters Score -1.625961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -16259612.000000 Penalty: 5826.818359
	Iteration 34F: 3 clusters Score -1.625961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40820.968750 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40820.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39509.156250 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39509.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39821.015625 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39821.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39996.464844 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39996.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40146.644531 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -40146.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40234.175781 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -40234.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40329.378906 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -40329.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40449.167969 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40449.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40472.511719 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40472.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40476.335938 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40476.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40476.335938 Penalty: 2946.324951
	Iteration 9F: 3 clusters Score -40476.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Entering Unmasked Estep 
Score: -1412421.125000 Penalty: 2320.822998
	Iteration 0F: 2 clusters Score -1412421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1403691.625000 Penalty: 4641.645996
	Iteration 0F: 3 clusters Score -1403692 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1406391.000000 Penalty: 4641.645996
	Iteration 1F: 3 clusters Score -1406391 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1406732.750000 Penalty: 4641.645996
	Iteration 2F: 3 clusters Score -1406733 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1406965.500000 Penalty: 4641.645996
	Iteration 3Q: 3 clusters Score -1406966 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1407158.500000 Penalty: 4641.645996
	Iteration 4Q: 3 clusters Score -1407158 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1407319.250000 Penalty: 4641.645996
	Iteration 5Q: 3 clusters Score -1407319 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1407462.875000 Penalty: 4641.645996
	Iteration 6Q: 3 clusters Score -1407463 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1407604.000000 Penalty: 4641.645996
	Iteration 7Q: 3 clusters Score -1407604 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1407767.125000 Penalty: 4641.645996
	Iteration 8Q: 3 clusters Score -1407767 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1407967.375000 Penalty: 4641.645996
	Iteration 9Q: 3 clusters Score -1407967 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1408215.250000 Penalty: 4641.645996
	Iteration 10Q: 3 clusters Score -1408215 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1408498.250000 Penalty: 4641.645996
	Iteration 11Q: 3 clusters Score -1408498 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1408805.125000 Penalty: 4641.645996
	Iteration 12Q: 3 clusters Score -1408805 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1409110.125000 Penalty: 4641.645996
	Iteration 13Q: 3 clusters Score -1409110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1409427.250000 Penalty: 4641.645996
	Iteration 14Q: 3 clusters Score -1409427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1409723.875000 Penalty: 4641.645996
	Iteration 15Q: 3 clusters Score -1409724 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1409982.500000 Penalty: 4641.645996
	Iteration 16Q: 3 clusters Score -1409982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1410197.375000 Penalty: 4641.645996
	Iteration 17Q: 3 clusters Score -1410197 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1410384.000000 Penalty: 4641.645996
	Iteration 18Q: 3 clusters Score -1410384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1410504.625000 Penalty: 4641.645996
	Iteration 19Q: 3 clusters Score -1410505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1410587.125000 Penalty: 4641.645996
	Iteration 20F: 3 clusters Score -1410587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1410646.125000 Penalty: 4641.645996
	Iteration 21Q: 3 clusters Score -1410646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1410685.625000 Penalty: 4641.645996
	Iteration 22Q: 3 clusters Score -1410686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1410706.125000 Penalty: 4641.645996
	Iteration 23Q: 3 clusters Score -1410706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1410718.625000 Penalty: 4641.645996
	Iteration 24Q: 3 clusters Score -1410719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1410721.750000 Penalty: 4641.645996
	Iteration 25Q: 3 clusters Score -1410722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1410724.875000 Penalty: 4641.645996
	Iteration 26Q: 3 clusters Score -1410725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1410734.250000 Penalty: 4641.645996
	Iteration 27Q: 3 clusters Score -1410734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1410744.250000 Penalty: 4641.645996
	Iteration 28Q: 3 clusters Score -1410744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1410745.500000 Penalty: 4641.645996
	Iteration 29Q: 3 clusters Score -1410746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1410750.500000 Penalty: 4641.645996
	Iteration 30Q: 3 clusters Score -1410750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1410752.125000 Penalty: 4641.645996
	Iteration 31Q: 3 clusters Score -1410752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1410753.000000 Penalty: 4641.645996
	Iteration 32Q: 3 clusters Score -1410753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1410752.750000 Penalty: 4641.645996
	Iteration 33Q: 3 clusters Score -1410753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1410755.125000 Penalty: 4641.645996
	Iteration 34Q: 3 clusters Score -1410755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1410757.375000 Penalty: 4641.645996
	Iteration 35Q: 3 clusters Score -1410757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1410761.375000 Penalty: 4641.645996
	Iteration 36Q: 3 clusters Score -1410761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1410761.125000 Penalty: 4641.645996
	Iteration 37Q: 3 clusters Score -1410761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1410761.875000 Penalty: 4641.645996
	Iteration 38Q: 3 clusters Score -1410762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1410764.250000 Penalty: 4641.645996
	Iteration 39Q: 3 clusters Score -1410764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1410763.750000 Penalty: 4641.645996
	Iteration 40F: 3 clusters Score -1410764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1410765.375000 Penalty: 4641.645996
	Iteration 41Q: 3 clusters Score -1410765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1410766.500000 Penalty: 4641.645996
	Iteration 42Q: 3 clusters Score -1410766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1410766.375000 Penalty: 4641.645996
	Iteration 43Q: 3 clusters Score -1410766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1410767.375000 Penalty: 4641.645996
	Iteration 44Q: 3 clusters Score -1410767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1410767.375000 Penalty: 4641.645996
	Iteration 45F: 3 clusters Score -1410767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -123768.546875 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -123768.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -121816.179688 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -121816.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122176.500000 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -122176.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122433.343750 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -122433.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122739.078125 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -122739.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122966.257812 Penalty: 3437.040283
	Iteration 4F: 3 clusters Score -122966.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123074.562500 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -123074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123133.578125 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -123133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123170.718750 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -123170.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123196.320312 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -123196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123211.085938 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -123211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123224.015625 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -123224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123233.234375 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -123233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123234.109375 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -123234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123234.109375 Penalty: 3437.040283
	Iteration 13F: 3 clusters Score -123234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174022 members 
Entering Unmasked Estep 
Score: -22185896.000000 Penalty: 2992.600586
	Iteration 0F: 2 clusters Score -2.21859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -22069950.000000 Penalty: 5985.201172
	Iteration 0F: 3 clusters Score -2.206995e+07 nChanged 83598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -22118540.000000 Penalty: 5985.201172
	Iteration 1F: 3 clusters Score -2.211854e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -22119688.000000 Penalty: 5985.201172
	Iteration 2Q: 3 clusters Score -2.211969e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -22121464.000000 Penalty: 5985.201172
	Iteration 3Q: 3 clusters Score -2.212146e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -22124772.000000 Penalty: 5985.201172
	Iteration 4Q: 3 clusters Score -2.212477e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -22130118.000000 Penalty: 5985.201172
	Iteration 5Q: 3 clusters Score -2.213012e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -22138338.000000 Penalty: 5985.201172
	Iteration 6F: 3 clusters Score -2.213834e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -22149150.000000 Penalty: 5985.201172
	Iteration 7F: 3 clusters Score -2.214915e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -22160030.000000 Penalty: 5985.201172
	Iteration 8F: 3 clusters Score -2.216003e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -22168758.000000 Penalty: 5985.201172
	Iteration 9F: 3 clusters Score -2.216876e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -22174770.000000 Penalty: 5985.201172
	Iteration 10Q: 3 clusters Score -2.217477e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -22178426.000000 Penalty: 5985.201172
	Iteration 11Q: 3 clusters Score -2.217843e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -22180534.000000 Penalty: 5985.201172
	Iteration 12Q: 3 clusters Score -2.218053e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22181726.000000 Penalty: 5985.201172
	Iteration 13Q: 3 clusters Score -2.218173e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172106 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22182372.000000 Penalty: 5985.201172
	Iteration 14Q: 3 clusters Score -2.218237e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22182804.000000 Penalty: 5985.201172
	Iteration 15Q: 3 clusters Score -2.21828e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22183010.000000 Penalty: 5985.201172
	Iteration 16Q: 3 clusters Score -2.218301e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173073 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22183106.000000 Penalty: 5985.201172
	Iteration 17Q: 3 clusters Score -2.218311e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173170 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22183174.000000 Penalty: 5985.201172
	Iteration 18Q: 3 clusters Score -2.218317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173236 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22183210.000000 Penalty: 5985.201172
	Iteration 19Q: 3 clusters Score -2.218321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -22183230.000000 Penalty: 5985.201172
	Iteration 20F: 3 clusters Score -2.218323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22183290.000000 Penalty: 5985.201172
	Iteration 21Q: 3 clusters Score -2.218329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22183306.000000 Penalty: 5985.201172
	Iteration 22Q: 3 clusters Score -2.218331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22183290.000000 Penalty: 5985.201172
	Iteration 23Q: 3 clusters Score -2.218329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22183296.000000 Penalty: 5985.201172
	Iteration 24Q: 3 clusters Score -2.21833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173387 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22183322.000000 Penalty: 5985.201172
	Iteration 25Q: 3 clusters Score -2.218332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22183342.000000 Penalty: 5985.201172
	Iteration 26Q: 3 clusters Score -2.218334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22183334.000000 Penalty: 5985.201172
	Iteration 27Q: 3 clusters Score -2.218333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173410 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22183348.000000 Penalty: 5985.201172
	Iteration 28Q: 3 clusters Score -2.218335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22183338.000000 Penalty: 5985.201172
	Iteration 29Q: 3 clusters Score -2.218334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22183364.000000 Penalty: 5985.201172
	Iteration 30Q: 3 clusters Score -2.218336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22183360.000000 Penalty: 5985.201172
	Iteration 31Q: 3 clusters Score -2.218336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22183350.000000 Penalty: 5985.201172
	Iteration 32Q: 3 clusters Score -2.218335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -22183350.000000 Penalty: 5985.201172
	Iteration 33Q: 3 clusters Score -2.218335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22183348.000000 Penalty: 5985.201172
	Iteration 34Q: 3 clusters Score -2.218335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22183346.000000 Penalty: 5985.201172
	Iteration 35Q: 3 clusters Score -2.218335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22183358.000000 Penalty: 5985.201172
	Iteration 36Q: 3 clusters Score -2.218336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173429 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22183358.000000 Penalty: 5985.201172
	Iteration 37Q: 3 clusters Score -2.218336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173434 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22183350.000000 Penalty: 5985.201172
	Iteration 38Q: 3 clusters Score -2.218335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -22183344.000000 Penalty: 5985.201172
	Iteration 39Q: 3 clusters Score -2.218334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173439 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22183358.000000 Penalty: 5985.201172
	Iteration 40F: 3 clusters Score -2.218336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22183364.000000 Penalty: 5985.201172
	Iteration 41Q: 3 clusters Score -2.218336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -22183388.000000 Penalty: 5985.201172
	Iteration 42Q: 3 clusters Score -2.218339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -22183388.000000 Penalty: 5985.201172
	Iteration 43Q: 3 clusters Score -2.218339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173443 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22183384.000000 Penalty: 5985.201172
	Iteration 44Q: 3 clusters Score -2.218338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22183400.000000 Penalty: 5985.201172
	Iteration 45Q: 3 clusters Score -2.21834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22183390.000000 Penalty: 5985.201172
	Iteration 46Q: 3 clusters Score -2.218339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -22183392.000000 Penalty: 5985.201172
	Iteration 47Q: 3 clusters Score -2.218339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -22183392.000000 Penalty: 5985.201172
	Iteration 48F: 3 clusters Score -2.218339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Entering Unmasked Estep 
Score: -1902377.250000 Penalty: 2377.982666
	Iteration 0F: 2 clusters Score -1902377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1891725.750000 Penalty: 4755.965332
	Iteration 0F: 3 clusters Score -1891726 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1894990.500000 Penalty: 4755.965332
	Iteration 1F: 3 clusters Score -1894990 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1895344.750000 Penalty: 4755.965332
	Iteration 2F: 3 clusters Score -1895345 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1895710.125000 Penalty: 4755.965332
	Iteration 3F: 3 clusters Score -1895710 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1896128.000000 Penalty: 4755.965332
	Iteration 4F: 3 clusters Score -1896128 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1896663.375000 Penalty: 4755.965332
	Iteration 5F: 3 clusters Score -1896663 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1897407.625000 Penalty: 4755.965332
	Iteration 6F: 3 clusters Score -1897408 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1898305.500000 Penalty: 4755.965332
	Iteration 7F: 3 clusters Score -1898306 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1899108.000000 Penalty: 4755.965332
	Iteration 8F: 3 clusters Score -1899108 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1899659.875000 Penalty: 4755.965332
	Iteration 9Q: 3 clusters Score -1899660 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1899961.250000 Penalty: 4755.965332
	Iteration 10Q: 3 clusters Score -1899961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1900116.750000 Penalty: 4755.965332
	Iteration 11Q: 3 clusters Score -1900117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1900186.750000 Penalty: 4755.965332
	Iteration 12Q: 3 clusters Score -1900187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1900221.375000 Penalty: 4755.965332
	Iteration 13Q: 3 clusters Score -1900221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1900243.625000 Penalty: 4755.965332
	Iteration 14Q: 3 clusters Score -1900244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1900262.125000 Penalty: 4755.965332
	Iteration 15Q: 3 clusters Score -1900262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1900264.750000 Penalty: 4755.965332
	Iteration 16Q: 3 clusters Score -1900265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1900271.500000 Penalty: 4755.965332
	Iteration 17Q: 3 clusters Score -1900272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1900279.375000 Penalty: 4755.965332
	Iteration 18Q: 3 clusters Score -1900279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1900292.375000 Penalty: 4755.965332
	Iteration 19Q: 3 clusters Score -1900292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1900297.875000 Penalty: 4755.965332
	Iteration 20F: 3 clusters Score -1900298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1900301.125000 Penalty: 4755.965332
	Iteration 21Q: 3 clusters Score -1900301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1900301.125000 Penalty: 4755.965332
	Iteration 22F: 3 clusters Score -1900301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (238420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238420 members 
Entering Unmasked Estep 
Score: -30474194.000000 Penalty: 3070.683838
	Iteration 0F: 2 clusters Score -3.047419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -30375302.000000 Penalty: 6141.367676
	Iteration 0F: 3 clusters Score -3.03753e+07 nChanged 114947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -30443112.000000 Penalty: 6141.367676
	Iteration 1F: 3 clusters Score -3.044311e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128955 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -30444320.000000 Penalty: 6141.367676
	Iteration 2Q: 3 clusters Score -3.044432e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -30446356.000000 Penalty: 6141.367676
	Iteration 3Q: 3 clusters Score -3.044636e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -30449084.000000 Penalty: 6141.367676
	Iteration 4Q: 3 clusters Score -3.044908e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -30452556.000000 Penalty: 6141.367676
	Iteration 5Q: 3 clusters Score -3.045256e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -30456482.000000 Penalty: 6141.367676
	Iteration 6F: 3 clusters Score -3.045648e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -30460554.000000 Penalty: 6141.367676
	Iteration 7F: 3 clusters Score -3.046055e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176103 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -30464860.000000 Penalty: 6141.367676
	Iteration 8F: 3 clusters Score -3.046486e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181209 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -30469532.000000 Penalty: 6141.367676
	Iteration 9F: 3 clusters Score -3.046953e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -30476586.000000 Penalty: 6141.367676
	Iteration 10F: 3 clusters Score -3.047659e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -30481488.000000 Penalty: 6141.367676
	Iteration 11Q: 3 clusters Score -3.048149e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -30482940.000000 Penalty: 6141.367676
	Iteration 12Q: 3 clusters Score -3.048294e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -30483568.000000 Penalty: 6141.367676
	Iteration 13Q: 3 clusters Score -3.048357e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -30484236.000000 Penalty: 6141.367676
	Iteration 14Q: 3 clusters Score -3.048424e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -30484782.000000 Penalty: 6141.367676
	Iteration 15Q: 3 clusters Score -3.048478e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162753 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -30485150.000000 Penalty: 6141.367676
	Iteration 16Q: 3 clusters Score -3.048515e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -30485824.000000 Penalty: 6141.367676
	Iteration 17Q: 3 clusters Score -3.048582e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -30486258.000000 Penalty: 6141.367676
	Iteration 18Q: 3 clusters Score -3.048626e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -30486518.000000 Penalty: 6141.367676
	Iteration 19Q: 3 clusters Score -3.048652e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -30487164.000000 Penalty: 6141.367676
	Iteration 20F: 3 clusters Score -3.048716e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -30487566.000000 Penalty: 6141.367676
	Iteration 21Q: 3 clusters Score -3.048757e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -30487738.000000 Penalty: 6141.367676
	Iteration 22Q: 3 clusters Score -3.048774e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -30488018.000000 Penalty: 6141.367676
	Iteration 23Q: 3 clusters Score -3.048802e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135065 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -30488356.000000 Penalty: 6141.367676
	Iteration 24Q: 3 clusters Score -3.048836e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -30488566.000000 Penalty: 6141.367676
	Iteration 25Q: 3 clusters Score -3.048857e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -30489026.000000 Penalty: 6141.367676
	Iteration 26Q: 3 clusters Score -3.048903e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -30489518.000000 Penalty: 6141.367676
	Iteration 27Q: 3 clusters Score -3.048952e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -30489676.000000 Penalty: 6141.367676
	Iteration 28Q: 3 clusters Score -3.048968e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114548 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -30490080.000000 Penalty: 6141.367676
	Iteration 29Q: 3 clusters Score -3.049008e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -30490458.000000 Penalty: 6141.367676
	Iteration 30Q: 3 clusters Score -3.049046e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 134413 members 
Entering Unmasked Estep 
Score: -30490970.000000 Penalty: 6141.367676
	Iteration 31Q: 3 clusters Score -3.049097e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -30491262.000000 Penalty: 6141.367676
	Iteration 32Q: 3 clusters Score -3.049126e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -30491496.000000 Penalty: 6141.367676
	Iteration 33Q: 3 clusters Score -3.04915e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -30491652.000000 Penalty: 6141.367676
	Iteration 34Q: 3 clusters Score -3.049165e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -30491618.000000 Penalty: 6141.367676
	Iteration 35Q: 3 clusters Score -3.049162e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 180786 members 
Entering Unmasked Estep 
Score: -30490236.000000 Penalty: 6141.367676
	Iteration 36F: 3 clusters Score -3.049024e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 194709 members 
Entering Unmasked Estep 
Score: -30486338.000000 Penalty: 6141.367676
	Iteration 37F: 3 clusters Score -3.048634e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 208156 members 
Entering Unmasked Estep 
Score: -30482286.000000 Penalty: 6141.367676
	Iteration 38F: 3 clusters Score -3.048229e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 217783 members 
Entering Unmasked Estep 
Score: -30478782.000000 Penalty: 6141.367676
	Iteration 39Q: 3 clusters Score -3.047878e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 223542 members 
Entering Unmasked Estep 
Score: -30476844.000000 Penalty: 6141.367676
	Iteration 40F: 3 clusters Score -3.047684e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 227245 members 
Entering Unmasked Estep 
Score: -30475358.000000 Penalty: 6141.367676
	Iteration 41Q: 3 clusters Score -3.047536e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 229717 members 
Entering Unmasked Estep 
Score: -30474600.000000 Penalty: 6141.367676
	Iteration 42Q: 3 clusters Score -3.04746e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 231523 members 
Entering Unmasked Estep 
Score: -30473982.000000 Penalty: 6141.367676
	Iteration 43Q: 3 clusters Score -3.047398e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 232904 members 
Entering Unmasked Estep 
Score: -30473464.000000 Penalty: 6141.367676
	Iteration 44Q: 3 clusters Score -3.047346e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 233954 members 
Entering Unmasked Estep 
Score: -30473228.000000 Penalty: 6141.367676
	Iteration 45Q: 3 clusters Score -3.047323e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 234742 members 
Entering Unmasked Estep 
Score: -30472998.000000 Penalty: 6141.367676
	Iteration 46Q: 3 clusters Score -3.0473e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 235318 members 
Entering Unmasked Estep 
Score: -30472932.000000 Penalty: 6141.367676
	Iteration 47Q: 3 clusters Score -3.047293e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 235781 members 
Entering Unmasked Estep 
Score: -30472758.000000 Penalty: 6141.367676
	Iteration 48Q: 3 clusters Score -3.047276e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 236148 members 
Entering Unmasked Estep 
Score: -30472690.000000 Penalty: 6141.367676
	Iteration 49Q: 3 clusters Score -3.047269e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 236421 members 
Entering Unmasked Estep 
Score: -30472552.000000 Penalty: 6141.367676
	Iteration 50Q: 3 clusters Score -3.047255e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 236619 members 
Entering Unmasked Estep 
Score: -30472490.000000 Penalty: 6141.367676
	Iteration 51Q: 3 clusters Score -3.047249e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 236768 members 
Entering Unmasked Estep 
Score: -30472434.000000 Penalty: 6141.367676
	Iteration 52Q: 3 clusters Score -3.047243e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 236883 members 
Entering Unmasked Estep 
Score: -30472420.000000 Penalty: 6141.367676
	Iteration 53Q: 3 clusters Score -3.047242e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 236985 members 
Entering Unmasked Estep 
Score: -30472464.000000 Penalty: 6141.367676
	Iteration 54Q: 3 clusters Score -3.047246e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 237085 members 
Entering Unmasked Estep 
Score: -30472466.000000 Penalty: 6141.367676
	Iteration 55Q: 3 clusters Score -3.047247e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 237161 members 
Entering Unmasked Estep 
Score: -30472468.000000 Penalty: 6141.367676
	Iteration 56Q: 3 clusters Score -3.047247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 237217 members 
Entering Unmasked Estep 
Score: -30472446.000000 Penalty: 6141.367676
	Iteration 57Q: 3 clusters Score -3.047245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 237266 members 
Entering Unmasked Estep 
Score: -30472442.000000 Penalty: 6141.367676
	Iteration 58Q: 3 clusters Score -3.047244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 237301 members 
Entering Unmasked Estep 
Score: -30472480.000000 Penalty: 6141.367676
	Iteration 59Q: 3 clusters Score -3.047248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 237335 members 
Entering Unmasked Estep 
Score: -30472444.000000 Penalty: 6141.367676
	Iteration 60F: 3 clusters Score -3.047244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 237351 members 
Entering Unmasked Estep 
Score: -30472444.000000 Penalty: 6141.367676
	Iteration 61Q: 3 clusters Score -3.047244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 237374 members 
Entering Unmasked Estep 
Score: -30472428.000000 Penalty: 6141.367676
	Iteration 62Q: 3 clusters Score -3.047243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 237392 members 
Entering Unmasked Estep 
Score: -30472420.000000 Penalty: 6141.367676
	Iteration 63Q: 3 clusters Score -3.047242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 237404 members 
Entering Unmasked Estep 
Score: -30472404.000000 Penalty: 6141.367676
	Iteration 64Q: 3 clusters Score -3.04724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 237411 members 
Entering Unmasked Estep 
Score: -30472398.000000 Penalty: 6141.367676
	Iteration 65Q: 3 clusters Score -3.04724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 237414 members 
Entering Unmasked Estep 
Score: -30472406.000000 Penalty: 6141.367676
	Iteration 66Q: 3 clusters Score -3.047241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 237426 members 
Entering Unmasked Estep 
Score: -30472400.000000 Penalty: 6141.367676
	Iteration 67Q: 3 clusters Score -3.04724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 237433 members 
Entering Unmasked Estep 
Score: -30472400.000000 Penalty: 6141.367676
	Iteration 68Q: 3 clusters Score -3.04724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 237445 members 
Entering Unmasked Estep 
Score: -30472380.000000 Penalty: 6141.367676
	Iteration 69Q: 3 clusters Score -3.047238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 237455 members 
Entering Unmasked Estep 
Score: -30472366.000000 Penalty: 6141.367676
	Iteration 70Q: 3 clusters Score -3.047237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 237466 members 
Entering Unmasked Estep 
Score: -30472358.000000 Penalty: 6141.367676
	Iteration 71Q: 3 clusters Score -3.047236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 237477 members 
Entering Unmasked Estep 
Score: -30472360.000000 Penalty: 6141.367676
	Iteration 72Q: 3 clusters Score -3.047236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 237484 members 
Entering Unmasked Estep 
Score: -30472356.000000 Penalty: 6141.367676
	Iteration 73Q: 3 clusters Score -3.047236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 237490 members 
Entering Unmasked Estep 
Score: -30472334.000000 Penalty: 6141.367676
	Iteration 74Q: 3 clusters Score -3.047233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 237498 members 
Entering Unmasked Estep 
Score: -30472334.000000 Penalty: 6141.367676
	Iteration 75Q: 3 clusters Score -3.047233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 237505 members 
Entering Unmasked Estep 
Score: -30472326.000000 Penalty: 6141.367676
	Iteration 76Q: 3 clusters Score -3.047233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 237513 members 
Entering Unmasked Estep 
Score: -30472334.000000 Penalty: 6141.367676
	Iteration 77Q: 3 clusters Score -3.047233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 237521 members 
Entering Unmasked Estep 
Score: -30472326.000000 Penalty: 6141.367676
	Iteration 78Q: 3 clusters Score -3.047233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 237523 members 
Entering Unmasked Estep 
Score: -30472312.000000 Penalty: 6141.367676
	Iteration 79Q: 3 clusters Score -3.047231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 237524 members 
Entering Unmasked Estep 
Score: -30472326.000000 Penalty: 6141.367676
	Iteration 80F: 3 clusters Score -3.047233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 237527 members 
Entering Unmasked Estep 
Score: -30472330.000000 Penalty: 6141.367676
	Iteration 81Q: 3 clusters Score -3.047233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 237529 members 
Entering Unmasked Estep 
Score: -30472326.000000 Penalty: 6141.367676
	Iteration 82Q: 3 clusters Score -3.047233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 237530 members 
Entering Unmasked Estep 
Score: -30472332.000000 Penalty: 6141.367676
	Iteration 83Q: 3 clusters Score -3.047233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -30472328.000000 Penalty: 6141.367676
	Iteration 84Q: 3 clusters Score -3.047233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -30472322.000000 Penalty: 6141.367676
	Iteration 85Q: 3 clusters Score -3.047232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 237536 members 
Entering Unmasked Estep 
Score: -30472328.000000 Penalty: 6141.367676
	Iteration 86Q: 3 clusters Score -3.047233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 237537 members 
Entering Unmasked Estep 
Score: -30472326.000000 Penalty: 6141.367676
	Iteration 87Q: 3 clusters Score -3.047233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 237536 members 
Entering Unmasked Estep 
Score: -30472332.000000 Penalty: 6141.367676
	Iteration 88Q: 3 clusters Score -3.047233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 237536 members 
Entering Unmasked Estep 
Score: -30472332.000000 Penalty: 6141.367676
	Iteration 89F: 3 clusters Score -3.047233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -138887.578125 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -138887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136914.109375 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -136914.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137723.625000 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -137723.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138124.421875 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -138124.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138379.406250 Penalty: 3497.720459
	Iteration 3F: 3 clusters Score -138379.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -138528.968750 Penalty: 3497.720459
	Iteration 4F: 3 clusters Score -138529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -138710.968750 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -138711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -138892.812500 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -138892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138979.093750 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -138979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139005.406250 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -139005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139014.515625 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -139014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139021.093750 Penalty: 3497.720459
	Iteration 10Q: 3 clusters Score -139021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -139021.843750 Penalty: 3497.720459
	Iteration 11Q: 3 clusters Score -139021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139022.921875 Penalty: 3497.720459
	Iteration 12Q: 3 clusters Score -139022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -139024.296875 Penalty: 3497.720459
	Iteration 13Q: 3 clusters Score -139024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139025.421875 Penalty: 3497.720459
	Iteration 14Q: 3 clusters Score -139025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139025.421875 Penalty: 3497.720459
	Iteration 15F: 3 clusters Score -139025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174022 members 
Mstep: Class 7 contains 14598 members 
Mstep: Class 8 contains 238420 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 52171 members 
Mstep: Class 16 contains 160460 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30814 members 
Mstep: Class 21 contains 40510 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116053408.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116054984.000000 to -116053408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Entering Unmasked Estep 
Score: -6048385.500000 Penalty: 2667.310059
	Iteration 0F: 2 clusters Score -6048386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -6016545.000000 Penalty: 5334.620117
	Iteration 0F: 3 clusters Score -6016545 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -6028559.000000 Penalty: 5334.620117
	Iteration 1F: 3 clusters Score -6028559 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6028980.000000 Penalty: 5334.620117
	Iteration 2Q: 3 clusters Score -6028980 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -6029365.000000 Penalty: 5334.620117
	Iteration 3Q: 3 clusters Score -6029365 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6029726.500000 Penalty: 5334.620117
	Iteration 4Q: 3 clusters Score -6029726 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -6030056.000000 Penalty: 5334.620117
	Iteration 5Q: 3 clusters Score -6030056 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -6030518.500000 Penalty: 5334.620117
	Iteration 6Q: 3 clusters Score -6030518 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -6031298.000000 Penalty: 5334.620117
	Iteration 7Q: 3 clusters Score -6031298 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -6032558.000000 Penalty: 5334.620117
	Iteration 8Q: 3 clusters Score -6032558 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -6034457.000000 Penalty: 5334.620117
	Iteration 9F: 3 clusters Score -6034457 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6037207.500000 Penalty: 5334.620117
	Iteration 10F: 3 clusters Score -6037208 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6040299.000000 Penalty: 5334.620117
	Iteration 11F: 3 clusters Score -6040299 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6042924.000000 Penalty: 5334.620117
	Iteration 12F: 3 clusters Score -6042924 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6044522.000000 Penalty: 5334.620117
	Iteration 13Q: 3 clusters Score -6044522 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6045320.000000 Penalty: 5334.620117
	Iteration 14Q: 3 clusters Score -6045320 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6045640.500000 Penalty: 5334.620117
	Iteration 15Q: 3 clusters Score -6045640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6045790.500000 Penalty: 5334.620117
	Iteration 16Q: 3 clusters Score -6045790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6045869.000000 Penalty: 5334.620117
	Iteration 17Q: 3 clusters Score -6045869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6045906.500000 Penalty: 5334.620117
	Iteration 18Q: 3 clusters Score -6045906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6045941.000000 Penalty: 5334.620117
	Iteration 19Q: 3 clusters Score -6045941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6045968.500000 Penalty: 5334.620117
	Iteration 20F: 3 clusters Score -6045968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6045988.000000 Penalty: 5334.620117
	Iteration 21Q: 3 clusters Score -6045988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6046011.000000 Penalty: 5334.620117
	Iteration 22Q: 3 clusters Score -6046011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6046029.500000 Penalty: 5334.620117
	Iteration 23Q: 3 clusters Score -6046030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6046030.500000 Penalty: 5334.620117
	Iteration 24Q: 3 clusters Score -6046030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6046032.000000 Penalty: 5334.620117
	Iteration 25Q: 3 clusters Score -6046032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6046041.500000 Penalty: 5334.620117
	Iteration 26Q: 3 clusters Score -6046042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6046047.000000 Penalty: 5334.620117
	Iteration 27Q: 3 clusters Score -6046047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6046050.500000 Penalty: 5334.620117
	Iteration 28Q: 3 clusters Score -6046050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6046054.500000 Penalty: 5334.620117
	Iteration 29Q: 3 clusters Score -6046054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6046054.500000 Penalty: 5334.620117
	Iteration 30F: 3 clusters Score -6046054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -352227.968750 Penalty: 1968.291748
	Iteration 0F: 2 clusters Score -352228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -349115.843750 Penalty: 3936.583496
	Iteration 0F: 3 clusters Score -349115.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -349808.468750 Penalty: 3936.583496
	Iteration 1F: 3 clusters Score -349808.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -349966.656250 Penalty: 3936.583496
	Iteration 2F: 3 clusters Score -349966.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -350052.625000 Penalty: 3936.583496
	Iteration 3Q: 3 clusters Score -350052.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -350142.875000 Penalty: 3936.583496
	Iteration 4Q: 3 clusters Score -350142.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350236.125000 Penalty: 3936.583496
	Iteration 5Q: 3 clusters Score -350236.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -350315.093750 Penalty: 3936.583496
	Iteration 6Q: 3 clusters Score -350315.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -350381.937500 Penalty: 3936.583496
	Iteration 7Q: 3 clusters Score -350381.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350429.906250 Penalty: 3936.583496
	Iteration 8Q: 3 clusters Score -350429.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -350464.625000 Penalty: 3936.583496
	Iteration 9Q: 3 clusters Score -350464.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -350500.250000 Penalty: 3936.583496
	Iteration 10Q: 3 clusters Score -350500.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -350535.812500 Penalty: 3936.583496
	Iteration 11Q: 3 clusters Score -350535.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -350562.843750 Penalty: 3936.583496
	Iteration 12Q: 3 clusters Score -350562.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -350579.937500 Penalty: 3936.583496
	Iteration 13Q: 3 clusters Score -350579.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -350588.093750 Penalty: 3936.583496
	Iteration 14Q: 3 clusters Score -350588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -350596.437500 Penalty: 3936.583496
	Iteration 15Q: 3 clusters Score -350596.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -350609.687500 Penalty: 3936.583496
	Iteration 16Q: 3 clusters Score -350609.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -350624.218750 Penalty: 3936.583496
	Iteration 17Q: 3 clusters Score -350624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -350634.062500 Penalty: 3936.583496
	Iteration 18Q: 3 clusters Score -350634.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -350644.531250 Penalty: 3936.583496
	Iteration 19Q: 3 clusters Score -350644.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -350656.125000 Penalty: 3936.583496
	Iteration 20F: 3 clusters Score -350656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -350667.468750 Penalty: 3936.583496
	Iteration 21Q: 3 clusters Score -350667.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350672.562500 Penalty: 3936.583496
	Iteration 22Q: 3 clusters Score -350672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -350678.218750 Penalty: 3936.583496
	Iteration 23Q: 3 clusters Score -350678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -350687.062500 Penalty: 3936.583496
	Iteration 24Q: 3 clusters Score -350687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -350693.750000 Penalty: 3936.583496
	Iteration 25Q: 3 clusters Score -350693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -350698.218750 Penalty: 3936.583496
	Iteration 26Q: 3 clusters Score -350698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -350701.625000 Penalty: 3936.583496
	Iteration 27Q: 3 clusters Score -350701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -350709.093750 Penalty: 3936.583496
	Iteration 28Q: 3 clusters Score -350709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -350711.187500 Penalty: 3936.583496
	Iteration 29Q: 3 clusters Score -350711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -350713.625000 Penalty: 3936.583496
	Iteration 30Q: 3 clusters Score -350713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -350715.562500 Penalty: 3936.583496
	Iteration 31Q: 3 clusters Score -350715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -350716.125000 Penalty: 3936.583496
	Iteration 32Q: 3 clusters Score -350716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350715.843750 Penalty: 3936.583496
	Iteration 33Q: 3 clusters Score -350715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350715.843750 Penalty: 3936.583496
	Iteration 34F: 3 clusters Score -350715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -698248.562500 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -698248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -693253.375000 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -693253.4 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -694525.937500 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -694525.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -694792.000000 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -694792 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -694994.437500 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -694994.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -695179.312500 Penalty: 4293.677246
	Iteration 4Q: 3 clusters Score -695179.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -695358.625000 Penalty: 4293.677246
	Iteration 5Q: 3 clusters Score -695358.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -695560.625000 Penalty: 4293.677246
	Iteration 6Q: 3 clusters Score -695560.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -695816.500000 Penalty: 4293.677246
	Iteration 7Q: 3 clusters Score -695816.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -696114.187500 Penalty: 4293.677246
	Iteration 8Q: 3 clusters Score -696114.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -696404.062500 Penalty: 4293.677246
	Iteration 9F: 3 clusters Score -696404.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -696664.437500 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -696664.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -696880.000000 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -696880 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -697080.187500 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -697080.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -697305.000000 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -697305 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -697480.125000 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -697480.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -697584.812500 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -697584.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -697628.437500 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -697628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -697650.312500 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -697650.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -697659.750000 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -697659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -697667.812500 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -697667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -697675.375000 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -697675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -697677.812500 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -697677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -697684.250000 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -697684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -697687.562500 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -697687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -697687.875000 Penalty: 4293.677246
	Iteration 24Q: 3 clusters Score -697687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -697688.500000 Penalty: 4293.677246
	Iteration 25Q: 3 clusters Score -697688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -697688.500000 Penalty: 4293.677246
	Iteration 26F: 3 clusters Score -697688.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -261750.296875 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -261750.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259053.625000 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -259053.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259512.078125 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -259512.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259666.140625 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -259666.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -259753.687500 Penalty: 3791.167480
	Iteration 3F: 3 clusters Score -259753.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -259795.000000 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -259795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -259827.109375 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -259827.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -259858.312500 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -259858.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -259881.421875 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -259881.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -259904.156250 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -259904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259923.437500 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -259923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259935.593750 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -259935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259948.125000 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -259948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -259957.500000 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -259957.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -259966.171875 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -259966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -259975.500000 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -259975.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259981.765625 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -259981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -259990.203125 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -259990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259996.281250 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -259996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -260000.609375 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -260000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260006.906250 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -260006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -260016.187500 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -260016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -260021.234375 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -260021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260025.984375 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -260026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -260031.140625 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -260031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260036.687500 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -260036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -260039.671875 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -260039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -260042.421875 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -260042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -260044.109375 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -260044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -260046.531250 Penalty: 3791.167480
	Iteration 28Q: 3 clusters Score -260046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260049.265625 Penalty: 3791.167480
	Iteration 29Q: 3 clusters Score -260049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260050.484375 Penalty: 3791.167480
	Iteration 30Q: 3 clusters Score -260050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -260052.406250 Penalty: 3791.167480
	Iteration 31Q: 3 clusters Score -260052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260055.437500 Penalty: 3791.167480
	Iteration 32Q: 3 clusters Score -260055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260055.562500 Penalty: 3791.167480
	Iteration 33Q: 3 clusters Score -260055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260055.562500 Penalty: 3791.167480
	Iteration 34F: 3 clusters Score -260055.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -48333.718750 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -48333.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46842.304688 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -46842.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47034.589844 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -47034.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47109.304688 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -47109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47137.574219 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -47137.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47159.660156 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -47159.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47173.777344 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -47173.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47177.289062 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -47177.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47177.289062 Penalty: 3019.040283
	Iteration 7F: 3 clusters Score -47177.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Entering Unmasked Estep 
Score: -6513811.000000 Penalty: 2693.845947
	Iteration 0F: 2 clusters Score -6513811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6478599.000000 Penalty: 5387.691895
	Iteration 0F: 3 clusters Score -6478599 nChanged 24171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6492163.500000 Penalty: 5387.691895
	Iteration 1F: 3 clusters Score -6492164 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -6492679.000000 Penalty: 5387.691895
	Iteration 2Q: 3 clusters Score -6492679 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -6493221.000000 Penalty: 5387.691895
	Iteration 3Q: 3 clusters Score -6493221 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6493815.000000 Penalty: 5387.691895
	Iteration 4Q: 3 clusters Score -6493815 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -6494568.500000 Penalty: 5387.691895
	Iteration 5Q: 3 clusters Score -6494568 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6495843.000000 Penalty: 5387.691895
	Iteration 6Q: 3 clusters Score -6495843 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -6498003.000000 Penalty: 5387.691895
	Iteration 7F: 3 clusters Score -6498003 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6501262.000000 Penalty: 5387.691895
	Iteration 8F: 3 clusters Score -6501262 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6505367.000000 Penalty: 5387.691895
	Iteration 9F: 3 clusters Score -6505367 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6508734.000000 Penalty: 5387.691895
	Iteration 10F: 3 clusters Score -6508734 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6510554.500000 Penalty: 5387.691895
	Iteration 11Q: 3 clusters Score -6510554 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6511171.000000 Penalty: 5387.691895
	Iteration 12Q: 3 clusters Score -6511171 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6511395.500000 Penalty: 5387.691895
	Iteration 13Q: 3 clusters Score -6511396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6511508.000000 Penalty: 5387.691895
	Iteration 14Q: 3 clusters Score -6511508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6511561.500000 Penalty: 5387.691895
	Iteration 15Q: 3 clusters Score -6511562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6511582.000000 Penalty: 5387.691895
	Iteration 16Q: 3 clusters Score -6511582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6511585.000000 Penalty: 5387.691895
	Iteration 17Q: 3 clusters Score -6511585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6511591.000000 Penalty: 5387.691895
	Iteration 18Q: 3 clusters Score -6511591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6511597.500000 Penalty: 5387.691895
	Iteration 19Q: 3 clusters Score -6511598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6511604.000000 Penalty: 5387.691895
	Iteration 20F: 3 clusters Score -6511604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6511605.000000 Penalty: 5387.691895
	Iteration 21Q: 3 clusters Score -6511605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6511605.000000 Penalty: 5387.691895
	Iteration 22F: 3 clusters Score -6511605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (160460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160460 members 
Entering Unmasked Estep 
Score: -20465254.000000 Penalty: 2972.478271
	Iteration 0F: 2 clusters Score -2.046525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -20357802.000000 Penalty: 5944.956543
	Iteration 0F: 3 clusters Score -2.03578e+07 nChanged 76927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -20402170.000000 Penalty: 5944.956543
	Iteration 1F: 3 clusters Score -2.040217e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -20403522.000000 Penalty: 5944.956543
	Iteration 2Q: 3 clusters Score -2.040352e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -20405692.000000 Penalty: 5944.956543
	Iteration 3Q: 3 clusters Score -2.040569e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -20409534.000000 Penalty: 5944.956543
	Iteration 4Q: 3 clusters Score -2.040953e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -20416086.000000 Penalty: 5944.956543
	Iteration 5F: 3 clusters Score -2.041609e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121320 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -20426356.000000 Penalty: 5944.956543
	Iteration 6F: 3 clusters Score -2.042636e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -20438938.000000 Penalty: 5944.956543
	Iteration 7F: 3 clusters Score -2.043894e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -20450222.000000 Penalty: 5944.956543
	Iteration 8F: 3 clusters Score -2.045022e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -20457330.000000 Penalty: 5944.956543
	Iteration 9Q: 3 clusters Score -2.045733e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157868 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20460570.000000 Penalty: 5944.956543
	Iteration 10Q: 3 clusters Score -2.046057e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159268 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20461806.000000 Penalty: 5944.956543
	Iteration 11Q: 3 clusters Score -2.046181e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159757 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20462208.000000 Penalty: 5944.956543
	Iteration 12Q: 3 clusters Score -2.046221e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20462364.000000 Penalty: 5944.956543
	Iteration 13Q: 3 clusters Score -2.046236e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20462436.000000 Penalty: 5944.956543
	Iteration 14Q: 3 clusters Score -2.046244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20462482.000000 Penalty: 5944.956543
	Iteration 15Q: 3 clusters Score -2.046248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20462530.000000 Penalty: 5944.956543
	Iteration 16Q: 3 clusters Score -2.046253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160092 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20462560.000000 Penalty: 5944.956543
	Iteration 17Q: 3 clusters Score -2.046256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20462580.000000 Penalty: 5944.956543
	Iteration 18Q: 3 clusters Score -2.046258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20462594.000000 Penalty: 5944.956543
	Iteration 19Q: 3 clusters Score -2.046259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20462592.000000 Penalty: 5944.956543
	Iteration 20F: 3 clusters Score -2.046259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20462602.000000 Penalty: 5944.956543
	Iteration 21Q: 3 clusters Score -2.04626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20462596.000000 Penalty: 5944.956543
	Iteration 22Q: 3 clusters Score -2.04626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20462600.000000 Penalty: 5944.956543
	Iteration 23Q: 3 clusters Score -2.04626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20462608.000000 Penalty: 5944.956543
	Iteration 24Q: 3 clusters Score -2.046261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20462608.000000 Penalty: 5944.956543
	Iteration 25Q: 3 clusters Score -2.046261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20462612.000000 Penalty: 5944.956543
	Iteration 26Q: 3 clusters Score -2.046261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20462612.000000 Penalty: 5944.956543
	Iteration 27F: 3 clusters Score -2.046261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1395214.500000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -1395214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1386963.125000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -1386963 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1389711.125000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -1389711 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1390477.625000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -1390478 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1391197.000000 Penalty: 4617.312988
	Iteration 3F: 3 clusters Score -1391197 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1391825.625000 Penalty: 4617.312988
	Iteration 4F: 3 clusters Score -1391826 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1392351.250000 Penalty: 4617.312988
	Iteration 5F: 3 clusters Score -1392351 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1392810.625000 Penalty: 4617.312988
	Iteration 6F: 3 clusters Score -1392811 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1393173.250000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -1393173 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1393429.750000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -1393430 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1393645.000000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -1393645 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1393788.875000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -1393789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1393882.125000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -1393882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1393937.000000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -1393937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1393971.625000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -1393972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1393986.500000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -1393986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1394000.875000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -1394001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1394011.500000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -1394012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1394023.750000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -1394024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1394029.125000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -1394029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1394034.000000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -1394034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1394038.250000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -1394038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1394045.500000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -1394046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1394051.750000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -1394052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1394054.750000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -1394055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1394055.875000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -1394056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1394058.750000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -1394059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1394058.625000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -1394059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1394059.750000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -1394060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1394060.375000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -1394060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1394063.000000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -1394063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1394062.500000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -1394062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1394062.500000 Penalty: 4617.312988
	Iteration 31F: 3 clusters Score -1394062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -153239.687500 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -153239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151116.953125 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -151117 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151405.671875 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -151405.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151478.468750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -151478.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151514.031250 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -151514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151536.906250 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -151536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151555.031250 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -151555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151559.625000 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -151559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151563.593750 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -151563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151568.031250 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -151568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151572.828125 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -151572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151572.828125 Penalty: 3524.469971
	Iteration 10F: 3 clusters Score -151572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -300461.062500 Penalty: 1937.670410
	Iteration 0F: 2 clusters Score -300461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -297544.218750 Penalty: 3875.340820
	Iteration 0F: 3 clusters Score -297544.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -298095.187500 Penalty: 3875.340820
	Iteration 1F: 3 clusters Score -298095.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -298224.031250 Penalty: 3875.340820
	Iteration 2F: 3 clusters Score -298224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -298281.750000 Penalty: 3875.340820
	Iteration 3Q: 3 clusters Score -298281.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298326.531250 Penalty: 3875.340820
	Iteration 4Q: 3 clusters Score -298326.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298363.250000 Penalty: 3875.340820
	Iteration 5Q: 3 clusters Score -298363.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -298391.250000 Penalty: 3875.340820
	Iteration 6Q: 3 clusters Score -298391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -298413.250000 Penalty: 3875.340820
	Iteration 7Q: 3 clusters Score -298413.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298432.781250 Penalty: 3875.340820
	Iteration 8Q: 3 clusters Score -298432.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -298443.656250 Penalty: 3875.340820
	Iteration 9Q: 3 clusters Score -298443.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -298455.000000 Penalty: 3875.340820
	Iteration 10Q: 3 clusters Score -298455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298467.062500 Penalty: 3875.340820
	Iteration 11Q: 3 clusters Score -298467.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -298479.843750 Penalty: 3875.340820
	Iteration 12Q: 3 clusters Score -298479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -298484.562500 Penalty: 3875.340820
	Iteration 13Q: 3 clusters Score -298484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -298489.843750 Penalty: 3875.340820
	Iteration 14Q: 3 clusters Score -298489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -298494.781250 Penalty: 3875.340820
	Iteration 15Q: 3 clusters Score -298494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -298498.218750 Penalty: 3875.340820
	Iteration 16Q: 3 clusters Score -298498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -298501.437500 Penalty: 3875.340820
	Iteration 17Q: 3 clusters Score -298501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -298507.312500 Penalty: 3875.340820
	Iteration 18Q: 3 clusters Score -298507.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -298514.218750 Penalty: 3875.340820
	Iteration 19Q: 3 clusters Score -298514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298521.406250 Penalty: 3875.340820
	Iteration 20F: 3 clusters Score -298521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -298528.937500 Penalty: 3875.340820
	Iteration 21Q: 3 clusters Score -298528.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -298534.312500 Penalty: 3875.340820
	Iteration 22Q: 3 clusters Score -298534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -298539.218750 Penalty: 3875.340820
	Iteration 23Q: 3 clusters Score -298539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -298544.593750 Penalty: 3875.340820
	Iteration 24Q: 3 clusters Score -298544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -298549.625000 Penalty: 3875.340820
	Iteration 25Q: 3 clusters Score -298549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298552.750000 Penalty: 3875.340820
	Iteration 26Q: 3 clusters Score -298552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -298553.750000 Penalty: 3875.340820
	Iteration 27Q: 3 clusters Score -298553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -298555.187500 Penalty: 3875.340820
	Iteration 28Q: 3 clusters Score -298555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298555.750000 Penalty: 3875.340820
	Iteration 29Q: 3 clusters Score -298555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298556.562500 Penalty: 3875.340820
	Iteration 30Q: 3 clusters Score -298556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -298558.312500 Penalty: 3875.340820
	Iteration 31Q: 3 clusters Score -298558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -298560.000000 Penalty: 3875.340820
	Iteration 32Q: 3 clusters Score -298560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -298562.187500 Penalty: 3875.340820
	Iteration 33Q: 3 clusters Score -298562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298565.062500 Penalty: 3875.340820
	Iteration 34Q: 3 clusters Score -298565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298567.156250 Penalty: 3875.340820
	Iteration 35Q: 3 clusters Score -298567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -298572.531250 Penalty: 3875.340820
	Iteration 36Q: 3 clusters Score -298572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298576.656250 Penalty: 3875.340820
	Iteration 37Q: 3 clusters Score -298576.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298581.218750 Penalty: 3875.340820
	Iteration 38Q: 3 clusters Score -298581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -298584.968750 Penalty: 3875.340820
	Iteration 39Q: 3 clusters Score -298585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -298590.156250 Penalty: 3875.340820
	Iteration 40F: 3 clusters Score -298590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -298596.375000 Penalty: 3875.340820
	Iteration 41Q: 3 clusters Score -298596.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -298605.906250 Penalty: 3875.340820
	Iteration 42Q: 3 clusters Score -298605.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -298613.125000 Penalty: 3875.340820
	Iteration 43Q: 3 clusters Score -298613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -298620.156250 Penalty: 3875.340820
	Iteration 44Q: 3 clusters Score -298620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -298623.437500 Penalty: 3875.340820
	Iteration 45Q: 3 clusters Score -298623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -298626.218750 Penalty: 3875.340820
	Iteration 46Q: 3 clusters Score -298626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -298627.625000 Penalty: 3875.340820
	Iteration 47Q: 3 clusters Score -298627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -298628.062500 Penalty: 3875.340820
	Iteration 48Q: 3 clusters Score -298628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -298629.875000 Penalty: 3875.340820
	Iteration 49Q: 3 clusters Score -298629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -298630.343750 Penalty: 3875.340820
	Iteration 50Q: 3 clusters Score -298630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298630.187500 Penalty: 3875.340820
	Iteration 51Q: 3 clusters Score -298630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298630.187500 Penalty: 3875.340820
	Iteration 52F: 3 clusters Score -298630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Entering Unmasked Estep 
Score: -3989381.500000 Penalty: 2563.259766
	Iteration 0F: 2 clusters Score -3989382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3968250.750000 Penalty: 5126.519531
	Iteration 0F: 3 clusters Score -3968251 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3975813.000000 Penalty: 5126.519531
	Iteration 1F: 3 clusters Score -3975813 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3976248.250000 Penalty: 5126.519531
	Iteration 2Q: 3 clusters Score -3976248 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3976597.250000 Penalty: 5126.519531
	Iteration 3Q: 3 clusters Score -3976597 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3976901.750000 Penalty: 5126.519531
	Iteration 4Q: 3 clusters Score -3976902 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3977245.750000 Penalty: 5126.519531
	Iteration 5Q: 3 clusters Score -3977246 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3977676.500000 Penalty: 5126.519531
	Iteration 6Q: 3 clusters Score -3977676 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3978349.500000 Penalty: 5126.519531
	Iteration 7Q: 3 clusters Score -3978350 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3979272.500000 Penalty: 5126.519531
	Iteration 8F: 3 clusters Score -3979272 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3980503.250000 Penalty: 5126.519531
	Iteration 9F: 3 clusters Score -3980503 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3982027.750000 Penalty: 5126.519531
	Iteration 10F: 3 clusters Score -3982028 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3983530.750000 Penalty: 5126.519531
	Iteration 11F: 3 clusters Score -3983531 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3984745.500000 Penalty: 5126.519531
	Iteration 12Q: 3 clusters Score -3984746 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3985591.750000 Penalty: 5126.519531
	Iteration 13Q: 3 clusters Score -3985592 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3986104.500000 Penalty: 5126.519531
	Iteration 14Q: 3 clusters Score -3986104 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3986424.750000 Penalty: 5126.519531
	Iteration 15Q: 3 clusters Score -3986425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3986625.500000 Penalty: 5126.519531
	Iteration 16Q: 3 clusters Score -3986626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3986768.750000 Penalty: 5126.519531
	Iteration 17Q: 3 clusters Score -3986769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3986851.000000 Penalty: 5126.519531
	Iteration 18Q: 3 clusters Score -3986851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3986928.500000 Penalty: 5126.519531
	Iteration 19Q: 3 clusters Score -3986928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3986970.500000 Penalty: 5126.519531
	Iteration 20F: 3 clusters Score -3986970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3986999.250000 Penalty: 5126.519531
	Iteration 21Q: 3 clusters Score -3986999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3987015.500000 Penalty: 5126.519531
	Iteration 22Q: 3 clusters Score -3987016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3987037.000000 Penalty: 5126.519531
	Iteration 23Q: 3 clusters Score -3987037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3987051.000000 Penalty: 5126.519531
	Iteration 24Q: 3 clusters Score -3987051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3987061.500000 Penalty: 5126.519531
	Iteration 25Q: 3 clusters Score -3987062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3987080.250000 Penalty: 5126.519531
	Iteration 26Q: 3 clusters Score -3987080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3987095.250000 Penalty: 5126.519531
	Iteration 27Q: 3 clusters Score -3987095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3987104.250000 Penalty: 5126.519531
	Iteration 28Q: 3 clusters Score -3987104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3987110.500000 Penalty: 5126.519531
	Iteration 29Q: 3 clusters Score -3987110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3987109.500000 Penalty: 5126.519531
	Iteration 30Q: 3 clusters Score -3987110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3987111.750000 Penalty: 5126.519531
	Iteration 31Q: 3 clusters Score -3987112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3987111.000000 Penalty: 5126.519531
	Iteration 32Q: 3 clusters Score -3987111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3987111.000000 Penalty: 5126.519531
	Iteration 33F: 3 clusters Score -3987111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Entering Unmasked Estep 
Score: -5226764.000000 Penalty: 2631.107422
	Iteration 0F: 2 clusters Score -5226764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5199525.500000 Penalty: 5262.214844
	Iteration 0F: 3 clusters Score -5199526 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -5209428.000000 Penalty: 5262.214844
	Iteration 1F: 3 clusters Score -5209428 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5209954.000000 Penalty: 5262.214844
	Iteration 2Q: 3 clusters Score -5209954 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5210518.000000 Penalty: 5262.214844
	Iteration 3Q: 3 clusters Score -5210518 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5211200.500000 Penalty: 5262.214844
	Iteration 4Q: 3 clusters Score -5211200 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5212237.500000 Penalty: 5262.214844
	Iteration 5F: 3 clusters Score -5212238 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5213716.000000 Penalty: 5262.214844
	Iteration 6F: 3 clusters Score -5213716 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5215928.500000 Penalty: 5262.214844
	Iteration 7F: 3 clusters Score -5215928 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -5218734.500000 Penalty: 5262.214844
	Iteration 8F: 3 clusters Score -5218734 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5221597.000000 Penalty: 5262.214844
	Iteration 9F: 3 clusters Score -5221597 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5223611.500000 Penalty: 5262.214844
	Iteration 10Q: 3 clusters Score -5223612 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5224670.500000 Penalty: 5262.214844
	Iteration 11Q: 3 clusters Score -5224670 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5225143.500000 Penalty: 5262.214844
	Iteration 12Q: 3 clusters Score -5225144 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5225310.000000 Penalty: 5262.214844
	Iteration 13Q: 3 clusters Score -5225310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5225394.500000 Penalty: 5262.214844
	Iteration 14Q: 3 clusters Score -5225394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -5225459.000000 Penalty: 5262.214844
	Iteration 15Q: 3 clusters Score -5225459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5225487.500000 Penalty: 5262.214844
	Iteration 16Q: 3 clusters Score -5225488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5225496.500000 Penalty: 5262.214844
	Iteration 17Q: 3 clusters Score -5225496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5225506.000000 Penalty: 5262.214844
	Iteration 18Q: 3 clusters Score -5225506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5225510.500000 Penalty: 5262.214844
	Iteration 19Q: 3 clusters Score -5225510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5225517.000000 Penalty: 5262.214844
	Iteration 20F: 3 clusters Score -5225517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5225514.000000 Penalty: 5262.214844
	Iteration 21Q: 3 clusters Score -5225514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5225513.000000 Penalty: 5262.214844
	Iteration 22Q: 3 clusters Score -5225513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5225512.500000 Penalty: 5262.214844
	Iteration 23Q: 3 clusters Score -5225512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5225517.500000 Penalty: 5262.214844
	Iteration 24Q: 3 clusters Score -5225518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5225515.500000 Penalty: 5262.214844
	Iteration 25Q: 3 clusters Score -5225516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5225516.000000 Penalty: 5262.214844
	Iteration 26Q: 3 clusters Score -5225516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5225515.000000 Penalty: 5262.214844
	Iteration 27Q: 3 clusters Score -5225515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5225513.500000 Penalty: 5262.214844
	Iteration 28Q: 3 clusters Score -5225514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5225516.000000 Penalty: 5262.214844
	Iteration 29Q: 3 clusters Score -5225516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5225521.000000 Penalty: 5262.214844
	Iteration 30Q: 3 clusters Score -5225521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5225519.000000 Penalty: 5262.214844
	Iteration 31Q: 3 clusters Score -5225519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5225523.000000 Penalty: 5262.214844
	Iteration 32Q: 3 clusters Score -5225523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5225520.000000 Penalty: 5262.214844
	Iteration 33Q: 3 clusters Score -5225520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5225518.500000 Penalty: 5262.214844
	Iteration 34Q: 3 clusters Score -5225518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5225519.000000 Penalty: 5262.214844
	Iteration 35Q: 3 clusters Score -5225519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5225518.000000 Penalty: 5262.214844
	Iteration 36Q: 3 clusters Score -5225518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5225529.000000 Penalty: 5262.214844
	Iteration 37Q: 3 clusters Score -5225529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5225529.000000 Penalty: 5262.214844
	Iteration 38F: 3 clusters Score -5225529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29345.990234 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29345.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29466.072266 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29466.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29513.470703 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29513.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29524.074219 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29524.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29527.031250 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29527.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29527.031250 Penalty: 2785.918457
	Iteration 5F: 3 clusters Score -29527.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 174022 members 
Mstep: Class 7 contains 14598 members 
Mstep: Class 8 contains 238420 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 52171 members 
Mstep: Class 16 contains 160460 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30814 members 
Mstep: Class 21 contains 40510 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054880.000000 Penalty: 71542.664062
Iteration 199Q: 22 clusters Score -1.160549e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173876 members 
Mstep: Class 7 contains 14629 members 
Mstep: Class 8 contains 238445 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 46930 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52237 members 
Mstep: Class 16 contains 160276 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 30827 members 
Mstep: Class 21 contains 40557 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054912.000000 Penalty: 71542.664062
Iteration 200F: 22 clusters Score -1.160549e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173757 members 
Mstep: Class 7 contains 14660 members 
Mstep: Class 8 contains 238472 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 46965 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5755 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52310 members 
Mstep: Class 16 contains 160079 members 
Mstep: Class 17 contains 11035 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30822 members 
Mstep: Class 21 contains 40607 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055040.000000 Penalty: 71542.664062
Iteration 201Q: 22 clusters Score -1.16055e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173656 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 238510 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47005 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5756 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52365 members 
Mstep: Class 16 contains 159884 members 
Mstep: Class 17 contains 11032 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30824 members 
Mstep: Class 21 contains 40641 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054824.000000 Penalty: 71542.664062
Iteration 202Q: 22 clusters Score -1.160548e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173575 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 238558 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47031 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5756 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52427 members 
Mstep: Class 16 contains 159693 members 
Mstep: Class 17 contains 11029 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 30821 members 
Mstep: Class 21 contains 40676 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054792.000000 Penalty: 71542.664062
Iteration 203Q: 22 clusters Score -1.160548e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173484 members 
Mstep: Class 7 contains 14766 members 
Mstep: Class 8 contains 238634 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47061 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52476 members 
Mstep: Class 16 contains 159474 members 
Mstep: Class 17 contains 11026 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 30815 members 
Mstep: Class 21 contains 40715 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054720.000000 Penalty: 71542.664062
Iteration 204Q: 22 clusters Score -1.160547e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 173400 members 
Mstep: Class 7 contains 14792 members 
Mstep: Class 8 contains 238681 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47094 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52549 members 
Mstep: Class 16 contains 159273 members 
Mstep: Class 17 contains 11028 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 30811 members 
Mstep: Class 21 contains 40753 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054776.000000 Penalty: 71542.664062
Iteration 205Q: 22 clusters Score -1.160548e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 173321 members 
Mstep: Class 7 contains 14816 members 
Mstep: Class 8 contains 238709 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47123 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52613 members 
Mstep: Class 16 contains 159109 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 30812 members 
Mstep: Class 21 contains 40782 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055112.000000 Penalty: 71542.664062
Iteration 206Q: 22 clusters Score -1.160551e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 14840 members 
Mstep: Class 8 contains 238726 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47160 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52674 members 
Mstep: Class 16 contains 158941 members 
Mstep: Class 17 contains 11032 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 30812 members 
Mstep: Class 21 contains 40822 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 207Q: 22 clusters Score -1.160551e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 173136 members 
Mstep: Class 7 contains 14871 members 
Mstep: Class 8 contains 238753 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47187 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5768 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52743 members 
Mstep: Class 16 contains 158782 members 
Mstep: Class 17 contains 11034 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 30805 members 
Mstep: Class 21 contains 40850 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Score: -116055144.000000 Penalty: 71542.664062
Iteration 208Q: 22 clusters Score -1.160551e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 173071 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 238778 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 47214 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52797 members 
Mstep: Class 16 contains 158647 members 
Mstep: Class 17 contains 11035 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 30809 members 
Mstep: Class 21 contains 40878 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055160.000000 Penalty: 71542.664062
Iteration 209Q: 22 clusters Score -1.160552e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172984 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 238811 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52859 members 
Mstep: Class 16 contains 158513 members 
Mstep: Class 17 contains 11035 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 30808 members 
Mstep: Class 21 contains 40904 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055160.000000 Penalty: 71542.664062
Iteration 210Q: 22 clusters Score -1.160552e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172906 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 238833 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5778 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52914 members 
Mstep: Class 16 contains 158403 members 
Mstep: Class 17 contains 11037 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 30813 members 
Mstep: Class 21 contains 40942 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055216.000000 Penalty: 71542.664062
Iteration 211Q: 22 clusters Score -1.160552e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172827 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 238860 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 52962 members 
Mstep: Class 16 contains 158306 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 30815 members 
Mstep: Class 21 contains 40978 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055216.000000 Penalty: 71542.664062
Iteration 212Q: 22 clusters Score -1.160552e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172729 members 
Mstep: Class 7 contains 15031 members 
Mstep: Class 8 contains 238893 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47315 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53040 members 
Mstep: Class 16 contains 158182 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 30813 members 
Mstep: Class 21 contains 41012 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055264.000000 Penalty: 71542.664062
Iteration 213Q: 22 clusters Score -1.160553e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127298 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172614 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 238912 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47349 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5786 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53115 members 
Mstep: Class 16 contains 158076 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 30807 members 
Mstep: Class 21 contains 41053 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055240.000000 Penalty: 71542.664062
Iteration 214Q: 22 clusters Score -1.160552e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172539 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 238930 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47384 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53177 members 
Mstep: Class 16 contains 157982 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 30808 members 
Mstep: Class 21 contains 41083 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055408.000000 Penalty: 71542.664062
Iteration 215Q: 22 clusters Score -1.160554e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172440 members 
Mstep: Class 7 contains 15123 members 
Mstep: Class 8 contains 238951 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47399 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53230 members 
Mstep: Class 16 contains 157927 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 30810 members 
Mstep: Class 21 contains 41100 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055520.000000 Penalty: 71542.664062
Iteration 216Q: 22 clusters Score -1.160555e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172342 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 238960 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47426 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53287 members 
Mstep: Class 16 contains 157828 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 30820 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055800.000000 Penalty: 71542.664062
Iteration 217Q: 22 clusters Score -1.160558e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172258 members 
Mstep: Class 7 contains 15183 members 
Mstep: Class 8 contains 238963 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47424 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53335 members 
Mstep: Class 16 contains 157697 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 30835 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055864.000000 Penalty: 71542.664062
Iteration 218Q: 22 clusters Score -1.160559e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127466 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172218 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 238994 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47440 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53386 members 
Mstep: Class 16 contains 157546 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 30835 members 
Mstep: Class 21 contains 41192 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055896.000000 Penalty: 71542.664062
Iteration 219Q: 22 clusters Score -1.160559e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172198 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 239007 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47472 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53428 members 
Mstep: Class 16 contains 157369 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 30842 members 
Mstep: Class 21 contains 41239 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055904.000000 Penalty: 71542.664062
Iteration 220F: 22 clusters Score -1.160559e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11582 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172189 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 239030 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47491 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53469 members 
Mstep: Class 16 contains 157183 members 
Mstep: Class 17 contains 11042 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 30855 members 
Mstep: Class 21 contains 41271 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Score: -116055904.000000 Penalty: 71542.664062
Iteration 221Q: 22 clusters Score -1.160559e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172178 members 
Mstep: Class 7 contains 15279 members 
Mstep: Class 8 contains 239059 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47510 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53508 members 
Mstep: Class 16 contains 157001 members 
Mstep: Class 17 contains 11045 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30871 members 
Mstep: Class 21 contains 41288 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055776.000000 Penalty: 71542.664062
Iteration 222Q: 22 clusters Score -1.160558e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127646 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172153 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 239078 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47522 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53553 members 
Mstep: Class 16 contains 156855 members 
Mstep: Class 17 contains 11046 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30883 members 
Mstep: Class 21 contains 41290 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 22 clusters Score -1.16056e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11572 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172119 members 
Mstep: Class 7 contains 15329 members 
Mstep: Class 8 contains 239098 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47515 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53596 members 
Mstep: Class 16 contains 156716 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 30885 members 
Mstep: Class 21 contains 41305 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 224Q: 22 clusters Score -1.160557e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 172047 members 
Mstep: Class 7 contains 15351 members 
Mstep: Class 8 contains 239118 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47523 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53639 members 
Mstep: Class 16 contains 156612 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 30896 members 
Mstep: Class 21 contains 41324 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -1.16056e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11561 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171989 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 239146 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47537 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53680 members 
Mstep: Class 16 contains 156511 members 
Mstep: Class 17 contains 11049 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 30917 members 
Mstep: Class 21 contains 41335 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 226Q: 22 clusters Score -1.16056e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11553 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171946 members 
Mstep: Class 7 contains 15395 members 
Mstep: Class 8 contains 239173 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47556 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53719 members 
Mstep: Class 16 contains 156407 members 
Mstep: Class 17 contains 11050 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 30933 members 
Mstep: Class 21 contains 41336 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -1.16056e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127845 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171952 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 239198 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47567 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 156283 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30938 members 
Mstep: Class 21 contains 41331 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 228Q: 22 clusters Score -1.160558e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11534 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171952 members 
Mstep: Class 7 contains 15430 members 
Mstep: Class 8 contains 239222 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47572 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 53783 members 
Mstep: Class 16 contains 156177 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30953 members 
Mstep: Class 21 contains 41328 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 229Q: 22 clusters Score -1.160558e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171965 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 239235 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47582 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53804 members 
Mstep: Class 16 contains 156074 members 
Mstep: Class 17 contains 11049 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 30967 members 
Mstep: Class 21 contains 41321 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 230Q: 22 clusters Score -1.160558e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 171989 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 239240 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47590 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53825 members 
Mstep: Class 16 contains 155929 members 
Mstep: Class 17 contains 11047 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 30969 members 
Mstep: Class 21 contains 41325 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 231Q: 22 clusters Score -1.160558e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171997 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 239257 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47614 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53841 members 
Mstep: Class 16 contains 155763 members 
Mstep: Class 17 contains 11044 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30983 members 
Mstep: Class 21 contains 41334 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055928.000000 Penalty: 71542.664062
Iteration 232Q: 22 clusters Score -1.160559e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172026 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 239260 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47646 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53859 members 
Mstep: Class 16 contains 155591 members 
Mstep: Class 17 contains 11044 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 30992 members 
Mstep: Class 21 contains 41344 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055728.000000 Penalty: 71542.664062
Iteration 233Q: 22 clusters Score -1.160557e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128094 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172015 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 239278 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47681 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53888 members 
Mstep: Class 16 contains 155438 members 
Mstep: Class 17 contains 11045 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31009 members 
Mstep: Class 21 contains 41349 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055664.000000 Penalty: 71542.664062
Iteration 234Q: 22 clusters Score -1.160557e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11512 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172003 members 
Mstep: Class 7 contains 15590 members 
Mstep: Class 8 contains 239298 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47721 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53908 members 
Mstep: Class 16 contains 155261 members 
Mstep: Class 17 contains 11046 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31018 members 
Mstep: Class 21 contains 41367 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055728.000000 Penalty: 71542.664062
Iteration 235Q: 22 clusters Score -1.160557e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172023 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 239305 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47745 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53919 members 
Mstep: Class 16 contains 155108 members 
Mstep: Class 17 contains 11047 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 31031 members 
Mstep: Class 21 contains 41381 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055952.000000 Penalty: 71542.664062
Iteration 236Q: 22 clusters Score -1.16056e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128233 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172031 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 239312 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47769 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5836 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53945 members 
Mstep: Class 16 contains 154969 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 31040 members 
Mstep: Class 21 contains 41380 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055896.000000 Penalty: 71542.664062
Iteration 237Q: 22 clusters Score -1.160559e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172033 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 239322 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47778 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5836 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53972 members 
Mstep: Class 16 contains 154823 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31046 members 
Mstep: Class 21 contains 41386 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056096.000000 Penalty: 71542.664062
Iteration 238Q: 22 clusters Score -1.160561e+08 nChanged 744
Entering ConstructFrom: 
Score: -116056096.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (128361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128361 members 
Entering Unmasked Estep 
Score: -16508031.000000 Penalty: 2917.125244
	Iteration 0F: 2 clusters Score -1.650803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -16422841.000000 Penalty: 5834.250488
	Iteration 0F: 3 clusters Score -1.642284e+07 nChanged 60872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -16457844.000000 Penalty: 5834.250488
	Iteration 1F: 3 clusters Score -1.645784e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -16458499.000000 Penalty: 5834.250488
	Iteration 2Q: 3 clusters Score -1.64585e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -16459367.000000 Penalty: 5834.250488
	Iteration 3Q: 3 clusters Score -1.645937e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -16460568.000000 Penalty: 5834.250488
	Iteration 4Q: 3 clusters Score -1.646057e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -16462481.000000 Penalty: 5834.250488
	Iteration 5Q: 3 clusters Score -1.646248e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -16465579.000000 Penalty: 5834.250488
	Iteration 6Q: 3 clusters Score -1.646558e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -16470963.000000 Penalty: 5834.250488
	Iteration 7F: 3 clusters Score -1.647096e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -16478340.000000 Penalty: 5834.250488
	Iteration 8F: 3 clusters Score -1.647834e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -16486369.000000 Penalty: 5834.250488
	Iteration 9F: 3 clusters Score -1.648637e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -16493246.000000 Penalty: 5834.250488
	Iteration 10F: 3 clusters Score -1.649325e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -16498273.000000 Penalty: 5834.250488
	Iteration 11Q: 3 clusters Score -1.649827e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -16501498.000000 Penalty: 5834.250488
	Iteration 12Q: 3 clusters Score -1.65015e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 125218 members 
Entering Unmasked Estep 
Score: -16503359.000000 Penalty: 5834.250488
	Iteration 13Q: 3 clusters Score -1.650336e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 126562 members 
Entering Unmasked Estep 
Score: -16504339.000000 Penalty: 5834.250488
	Iteration 14Q: 3 clusters Score -1.650434e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -16504911.000000 Penalty: 5834.250488
	Iteration 15Q: 3 clusters Score -1.650491e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -16505138.000000 Penalty: 5834.250488
	Iteration 16Q: 3 clusters Score -1.650514e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -16505282.000000 Penalty: 5834.250488
	Iteration 17Q: 3 clusters Score -1.650528e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 127814 members 
Entering Unmasked Estep 
Score: -16505322.000000 Penalty: 5834.250488
	Iteration 18Q: 3 clusters Score -1.650532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -16505365.000000 Penalty: 5834.250488
	Iteration 19Q: 3 clusters Score -1.650536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 127898 members 
Entering Unmasked Estep 
Score: -16505406.000000 Penalty: 5834.250488
	Iteration 20F: 3 clusters Score -1.650541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -16505430.000000 Penalty: 5834.250488
	Iteration 21Q: 3 clusters Score -1.650543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 127925 members 
Entering Unmasked Estep 
Score: -16505426.000000 Penalty: 5834.250488
	Iteration 22Q: 3 clusters Score -1.650543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -16505442.000000 Penalty: 5834.250488
	Iteration 23Q: 3 clusters Score -1.650544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -16505458.000000 Penalty: 5834.250488
	Iteration 24Q: 3 clusters Score -1.650546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -16505474.000000 Penalty: 5834.250488
	Iteration 25Q: 3 clusters Score -1.650547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -16505469.000000 Penalty: 5834.250488
	Iteration 26Q: 3 clusters Score -1.650547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -16505464.000000 Penalty: 5834.250488
	Iteration 27Q: 3 clusters Score -1.650546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -16505472.000000 Penalty: 5834.250488
	Iteration 28Q: 3 clusters Score -1.650547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 127959 members 
Entering Unmasked Estep 
Score: -16505487.000000 Penalty: 5834.250488
	Iteration 29Q: 3 clusters Score -1.650549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 127961 members 
Entering Unmasked Estep 
Score: -16505485.000000 Penalty: 5834.250488
	Iteration 30Q: 3 clusters Score -1.650548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -16505484.000000 Penalty: 5834.250488
	Iteration 31Q: 3 clusters Score -1.650548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -16505490.000000 Penalty: 5834.250488
	Iteration 32Q: 3 clusters Score -1.650549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -16505490.000000 Penalty: 5834.250488
	Iteration 33F: 3 clusters Score -1.650549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -40704.710938 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -40704.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39375.832031 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -39375.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39589.984375 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -39589.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39718.097656 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -39718.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39766.222656 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -39766.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39831.277344 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -39831.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39858.542969 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -39858.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39885.964844 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -39885.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39910.828125 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -39910.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39928.406250 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -39928.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39940.117188 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -39940.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39948.007812 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -39948.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39955.605469 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -39955.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39966.800781 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -39966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39966.800781 Penalty: 2945.018066
	Iteration 13F: 3 clusters Score -39966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Entering Unmasked Estep 
Score: -1398145.625000 Penalty: 2318.350586
	Iteration 0F: 2 clusters Score -1398146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1389522.500000 Penalty: 4636.701172
	Iteration 0F: 3 clusters Score -1389522 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1392063.875000 Penalty: 4636.701172
	Iteration 1F: 3 clusters Score -1392064 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1392385.125000 Penalty: 4636.701172
	Iteration 2F: 3 clusters Score -1392385 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1392647.750000 Penalty: 4636.701172
	Iteration 3F: 3 clusters Score -1392648 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1392860.875000 Penalty: 4636.701172
	Iteration 4Q: 3 clusters Score -1392861 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1393068.250000 Penalty: 4636.701172
	Iteration 5Q: 3 clusters Score -1393068 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1393296.750000 Penalty: 4636.701172
	Iteration 6Q: 3 clusters Score -1393297 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1393520.000000 Penalty: 4636.701172
	Iteration 7Q: 3 clusters Score -1393520 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1393755.250000 Penalty: 4636.701172
	Iteration 8Q: 3 clusters Score -1393755 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1393961.875000 Penalty: 4636.701172
	Iteration 9Q: 3 clusters Score -1393962 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1394166.750000 Penalty: 4636.701172
	Iteration 10Q: 3 clusters Score -1394167 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1394391.000000 Penalty: 4636.701172
	Iteration 11Q: 3 clusters Score -1394391 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1394631.375000 Penalty: 4636.701172
	Iteration 12Q: 3 clusters Score -1394631 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1394894.250000 Penalty: 4636.701172
	Iteration 13Q: 3 clusters Score -1394894 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1395131.375000 Penalty: 4636.701172
	Iteration 14Q: 3 clusters Score -1395131 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1395391.000000 Penalty: 4636.701172
	Iteration 15Q: 3 clusters Score -1395391 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1395614.375000 Penalty: 4636.701172
	Iteration 16Q: 3 clusters Score -1395614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1395785.125000 Penalty: 4636.701172
	Iteration 17Q: 3 clusters Score -1395785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1395936.625000 Penalty: 4636.701172
	Iteration 18Q: 3 clusters Score -1395937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1396051.750000 Penalty: 4636.701172
	Iteration 19Q: 3 clusters Score -1396052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1396120.500000 Penalty: 4636.701172
	Iteration 20F: 3 clusters Score -1396120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1396187.250000 Penalty: 4636.701172
	Iteration 21Q: 3 clusters Score -1396187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1396221.500000 Penalty: 4636.701172
	Iteration 22Q: 3 clusters Score -1396222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1396248.125000 Penalty: 4636.701172
	Iteration 23Q: 3 clusters Score -1396248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1396266.375000 Penalty: 4636.701172
	Iteration 24Q: 3 clusters Score -1396266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1396292.125000 Penalty: 4636.701172
	Iteration 25Q: 3 clusters Score -1396292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1396316.375000 Penalty: 4636.701172
	Iteration 26Q: 3 clusters Score -1396316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1396339.750000 Penalty: 4636.701172
	Iteration 27Q: 3 clusters Score -1396340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1396355.750000 Penalty: 4636.701172
	Iteration 28Q: 3 clusters Score -1396356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1396368.500000 Penalty: 4636.701172
	Iteration 29Q: 3 clusters Score -1396368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1396401.875000 Penalty: 4636.701172
	Iteration 30Q: 3 clusters Score -1396402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1396414.750000 Penalty: 4636.701172
	Iteration 31Q: 3 clusters Score -1396415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1396425.875000 Penalty: 4636.701172
	Iteration 32Q: 3 clusters Score -1396426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1396436.000000 Penalty: 4636.701172
	Iteration 33Q: 3 clusters Score -1396436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1396444.625000 Penalty: 4636.701172
	Iteration 34Q: 3 clusters Score -1396445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1396450.125000 Penalty: 4636.701172
	Iteration 35Q: 3 clusters Score -1396450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1396456.375000 Penalty: 4636.701172
	Iteration 36Q: 3 clusters Score -1396456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1396461.000000 Penalty: 4636.701172
	Iteration 37Q: 3 clusters Score -1396461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1396464.750000 Penalty: 4636.701172
	Iteration 38Q: 3 clusters Score -1396465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1396472.875000 Penalty: 4636.701172
	Iteration 39Q: 3 clusters Score -1396473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1396474.500000 Penalty: 4636.701172
	Iteration 40F: 3 clusters Score -1396474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1396474.125000 Penalty: 4636.701172
	Iteration 41Q: 3 clusters Score -1396474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1396479.625000 Penalty: 4636.701172
	Iteration 42Q: 3 clusters Score -1396480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1396486.500000 Penalty: 4636.701172
	Iteration 43Q: 3 clusters Score -1396486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1396486.875000 Penalty: 4636.701172
	Iteration 44Q: 3 clusters Score -1396487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1396485.500000 Penalty: 4636.701172
	Iteration 45Q: 3 clusters Score -1396486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1396484.250000 Penalty: 4636.701172
	Iteration 46Q: 3 clusters Score -1396484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1396487.000000 Penalty: 4636.701172
	Iteration 47Q: 3 clusters Score -1396487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1396488.750000 Penalty: 4636.701172
	Iteration 48Q: 3 clusters Score -1396489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1396488.750000 Penalty: 4636.701172
	Iteration 49F: 3 clusters Score -1396489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -123997.906250 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -123997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122034.375000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -122034.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122353.406250 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -122353.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122459.585938 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -122459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122508.054688 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -122508.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122536.843750 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -122536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122564.578125 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -122564.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122586.859375 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -122586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122603.140625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -122603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122626.046875 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122646.945312 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -122646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122666.640625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -122666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122682.625000 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -122682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122691.500000 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -122691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122704.484375 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -122704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122720.242188 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -122720.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -122748.328125 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -122748.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -122793.921875 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -122793.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122876.695312 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -122876.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122945.242188 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -122945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122966.984375 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -122967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122988.117188 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -122988.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123010.093750 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -123010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123037.414062 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -123037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123075.335938 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -123075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123131.054688 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -123131.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123198.843750 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -123198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123283.953125 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -123284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123342.125000 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -123342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123377.000000 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -123377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123428.406250 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -123428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123494.875000 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -123494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123589.335938 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -123589.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123660.156250 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -123660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123692.921875 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -123692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123710.054688 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -123710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123719.406250 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -123719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123722.304688 Penalty: 3438.010010
	Iteration 36Q: 3 clusters Score -123722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123728.664062 Penalty: 3438.010010
	Iteration 37Q: 3 clusters Score -123728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123731.070312 Penalty: 3438.010010
	Iteration 38Q: 3 clusters Score -123731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123732.906250 Penalty: 3438.010010
	Iteration 39Q: 3 clusters Score -123732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123736.617188 Penalty: 3438.010010
	Iteration 40F: 3 clusters Score -123736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123754.289062 Penalty: 3438.010010
	Iteration 41Q: 3 clusters Score -123754.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123796.031250 Penalty: 3438.010010
	Iteration 42Q: 3 clusters Score -123796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123797.695312 Penalty: 3438.010010
	Iteration 43Q: 3 clusters Score -123797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123797.695312 Penalty: 3438.010010
	Iteration 44F: 3 clusters Score -123797.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Entering Unmasked Estep 
Score: -21934756.000000 Penalty: 2989.707764
	Iteration 0F: 2 clusters Score -2.193476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -21819914.000000 Penalty: 5979.415527
	Iteration 0F: 3 clusters Score -2.181991e+07 nChanged 82353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -21867636.000000 Penalty: 5979.415527
	Iteration 1F: 3 clusters Score -2.186764e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92479 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -21868818.000000 Penalty: 5979.415527
	Iteration 2Q: 3 clusters Score -2.186882e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -21870414.000000 Penalty: 5979.415527
	Iteration 3Q: 3 clusters Score -2.187041e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -21872796.000000 Penalty: 5979.415527
	Iteration 4Q: 3 clusters Score -2.18728e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -21877208.000000 Penalty: 5979.415527
	Iteration 5F: 3 clusters Score -2.187721e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -21885142.000000 Penalty: 5979.415527
	Iteration 6F: 3 clusters Score -2.188514e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -21897256.000000 Penalty: 5979.415527
	Iteration 7F: 3 clusters Score -2.189726e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150140 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -21911002.000000 Penalty: 5979.415527
	Iteration 8F: 3 clusters Score -2.1911e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -21921868.000000 Penalty: 5979.415527
	Iteration 9F: 3 clusters Score -2.192187e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -21927734.000000 Penalty: 5979.415527
	Iteration 10Q: 3 clusters Score -2.192773e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21930538.000000 Penalty: 5979.415527
	Iteration 11Q: 3 clusters Score -2.193054e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21931418.000000 Penalty: 5979.415527
	Iteration 12Q: 3 clusters Score -2.193142e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21931748.000000 Penalty: 5979.415527
	Iteration 13Q: 3 clusters Score -2.193175e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21931892.000000 Penalty: 5979.415527
	Iteration 14Q: 3 clusters Score -2.193189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21931974.000000 Penalty: 5979.415527
	Iteration 15Q: 3 clusters Score -2.193197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21932004.000000 Penalty: 5979.415527
	Iteration 16Q: 3 clusters Score -2.1932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171777 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21932042.000000 Penalty: 5979.415527
	Iteration 17Q: 3 clusters Score -2.193204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21932052.000000 Penalty: 5979.415527
	Iteration 18Q: 3 clusters Score -2.193205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171783 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21932050.000000 Penalty: 5979.415527
	Iteration 19Q: 3 clusters Score -2.193205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21932054.000000 Penalty: 5979.415527
	Iteration 20F: 3 clusters Score -2.193205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21932056.000000 Penalty: 5979.415527
	Iteration 21Q: 3 clusters Score -2.193206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21932062.000000 Penalty: 5979.415527
	Iteration 22Q: 3 clusters Score -2.193206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21932076.000000 Penalty: 5979.415527
	Iteration 23Q: 3 clusters Score -2.193208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21932082.000000 Penalty: 5979.415527
	Iteration 24Q: 3 clusters Score -2.193208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21932096.000000 Penalty: 5979.415527
	Iteration 25Q: 3 clusters Score -2.19321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171793 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21932090.000000 Penalty: 5979.415527
	Iteration 26Q: 3 clusters Score -2.193209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171794 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21932096.000000 Penalty: 5979.415527
	Iteration 27Q: 3 clusters Score -2.19321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21932096.000000 Penalty: 5979.415527
	Iteration 28Q: 3 clusters Score -2.19321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21932108.000000 Penalty: 5979.415527
	Iteration 29Q: 3 clusters Score -2.193211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21932128.000000 Penalty: 5979.415527
	Iteration 30Q: 3 clusters Score -2.193213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21932128.000000 Penalty: 5979.415527
	Iteration 31Q: 3 clusters Score -2.193213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21932118.000000 Penalty: 5979.415527
	Iteration 32Q: 3 clusters Score -2.193212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21932118.000000 Penalty: 5979.415527
	Iteration 33Q: 3 clusters Score -2.193212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21932118.000000 Penalty: 5979.415527
	Iteration 34F: 3 clusters Score -2.193212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -2044902.375000 Penalty: 2395.999512
	Iteration 0F: 2 clusters Score -2044902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2033655.000000 Penalty: 4791.999023
	Iteration 0F: 3 clusters Score -2033655 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2037143.875000 Penalty: 4791.999023
	Iteration 1F: 3 clusters Score -2037144 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2037514.000000 Penalty: 4791.999023
	Iteration 2F: 3 clusters Score -2037514 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2037796.250000 Penalty: 4791.999023
	Iteration 3Q: 3 clusters Score -2037796 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2038085.750000 Penalty: 4791.999023
	Iteration 4Q: 3 clusters Score -2038086 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2038378.000000 Penalty: 4791.999023
	Iteration 5Q: 3 clusters Score -2038378 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2038704.250000 Penalty: 4791.999023
	Iteration 6Q: 3 clusters Score -2038704 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2039087.125000 Penalty: 4791.999023
	Iteration 7Q: 3 clusters Score -2039087 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2039571.125000 Penalty: 4791.999023
	Iteration 8Q: 3 clusters Score -2039571 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2040161.875000 Penalty: 4791.999023
	Iteration 9F: 3 clusters Score -2040162 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2040783.875000 Penalty: 4791.999023
	Iteration 10F: 3 clusters Score -2040784 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2041373.000000 Penalty: 4791.999023
	Iteration 11Q: 3 clusters Score -2041373 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2041777.375000 Penalty: 4791.999023
	Iteration 12Q: 3 clusters Score -2041777 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2042027.125000 Penalty: 4791.999023
	Iteration 13Q: 3 clusters Score -2042027 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2042197.000000 Penalty: 4791.999023
	Iteration 14Q: 3 clusters Score -2042197 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2042292.125000 Penalty: 4791.999023
	Iteration 15Q: 3 clusters Score -2042292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2042357.375000 Penalty: 4791.999023
	Iteration 16Q: 3 clusters Score -2042357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2042398.500000 Penalty: 4791.999023
	Iteration 17Q: 3 clusters Score -2042398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2042438.000000 Penalty: 4791.999023
	Iteration 18Q: 3 clusters Score -2042438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2042465.500000 Penalty: 4791.999023
	Iteration 19Q: 3 clusters Score -2042466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2042495.375000 Penalty: 4791.999023
	Iteration 20F: 3 clusters Score -2042495 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2042524.750000 Penalty: 4791.999023
	Iteration 21Q: 3 clusters Score -2042525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2042551.625000 Penalty: 4791.999023
	Iteration 22Q: 3 clusters Score -2042552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2042571.750000 Penalty: 4791.999023
	Iteration 23Q: 3 clusters Score -2042572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2042587.875000 Penalty: 4791.999023
	Iteration 24Q: 3 clusters Score -2042588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2042609.500000 Penalty: 4791.999023
	Iteration 25Q: 3 clusters Score -2042610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2042626.125000 Penalty: 4791.999023
	Iteration 26Q: 3 clusters Score -2042626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2042639.875000 Penalty: 4791.999023
	Iteration 27Q: 3 clusters Score -2042640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2042654.250000 Penalty: 4791.999023
	Iteration 28Q: 3 clusters Score -2042654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2042659.875000 Penalty: 4791.999023
	Iteration 29Q: 3 clusters Score -2042660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2042662.750000 Penalty: 4791.999023
	Iteration 30Q: 3 clusters Score -2042663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2042669.625000 Penalty: 4791.999023
	Iteration 31Q: 3 clusters Score -2042670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2042676.375000 Penalty: 4791.999023
	Iteration 32Q: 3 clusters Score -2042676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2042683.375000 Penalty: 4791.999023
	Iteration 33Q: 3 clusters Score -2042683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2042686.250000 Penalty: 4791.999023
	Iteration 34Q: 3 clusters Score -2042686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2042698.375000 Penalty: 4791.999023
	Iteration 35Q: 3 clusters Score -2042698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2042698.000000 Penalty: 4791.999023
	Iteration 36Q: 3 clusters Score -2042698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2042707.875000 Penalty: 4791.999023
	Iteration 37Q: 3 clusters Score -2042708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2042717.375000 Penalty: 4791.999023
	Iteration 38Q: 3 clusters Score -2042717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2042718.625000 Penalty: 4791.999023
	Iteration 39Q: 3 clusters Score -2042719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2042720.250000 Penalty: 4791.999023
	Iteration 40F: 3 clusters Score -2042720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2042722.750000 Penalty: 4791.999023
	Iteration 41Q: 3 clusters Score -2042723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2042730.250000 Penalty: 4791.999023
	Iteration 42Q: 3 clusters Score -2042730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2042734.375000 Penalty: 4791.999023
	Iteration 43Q: 3 clusters Score -2042734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2042743.125000 Penalty: 4791.999023
	Iteration 44Q: 3 clusters Score -2042743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2042748.125000 Penalty: 4791.999023
	Iteration 45Q: 3 clusters Score -2042748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2042755.750000 Penalty: 4791.999023
	Iteration 46Q: 3 clusters Score -2042756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2042755.375000 Penalty: 4791.999023
	Iteration 47Q: 3 clusters Score -2042755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2042759.875000 Penalty: 4791.999023
	Iteration 48Q: 3 clusters Score -2042760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2042763.250000 Penalty: 4791.999023
	Iteration 49Q: 3 clusters Score -2042763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2042765.375000 Penalty: 4791.999023
	Iteration 50Q: 3 clusters Score -2042765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2042764.750000 Penalty: 4791.999023
	Iteration 51Q: 3 clusters Score -2042765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2042762.750000 Penalty: 4791.999023
	Iteration 52Q: 3 clusters Score -2042763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2042763.250000 Penalty: 4791.999023
	Iteration 53Q: 3 clusters Score -2042763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2042765.375000 Penalty: 4791.999023
	Iteration 54Q: 3 clusters Score -2042765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2042768.625000 Penalty: 4791.999023
	Iteration 55Q: 3 clusters Score -2042769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2042766.750000 Penalty: 4791.999023
	Iteration 56Q: 3 clusters Score -2042767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2042769.500000 Penalty: 4791.999023
	Iteration 57Q: 3 clusters Score -2042770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2042772.125000 Penalty: 4791.999023
	Iteration 58Q: 3 clusters Score -2042772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2042769.750000 Penalty: 4791.999023
	Iteration 59Q: 3 clusters Score -2042770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2042769.750000 Penalty: 4791.999023
	Iteration 60F: 3 clusters Score -2042770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (239329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239329 members 
Entering Unmasked Estep 
Score: -30589202.000000 Penalty: 3071.627441
	Iteration 0F: 2 clusters Score -3.05892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -30490756.000000 Penalty: 6143.254883
	Iteration 0F: 3 clusters Score -3.049076e+07 nChanged 115136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -30558110.000000 Penalty: 6143.254883
	Iteration 1F: 3 clusters Score -3.055811e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -30558698.000000 Penalty: 6143.254883
	Iteration 2Q: 3 clusters Score -3.05587e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122140 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -30559324.000000 Penalty: 6143.254883
	Iteration 3Q: 3 clusters Score -3.055932e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -30559980.000000 Penalty: 6143.254883
	Iteration 4Q: 3 clusters Score -3.055998e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126377 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -30560844.000000 Penalty: 6143.254883
	Iteration 5Q: 3 clusters Score -3.056084e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -30562150.000000 Penalty: 6143.254883
	Iteration 6Q: 3 clusters Score -3.056215e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135902 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -30563714.000000 Penalty: 6143.254883
	Iteration 7Q: 3 clusters Score -3.056371e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -30566596.000000 Penalty: 6143.254883
	Iteration 8Q: 3 clusters Score -3.05666e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -30571030.000000 Penalty: 6143.254883
	Iteration 9F: 3 clusters Score -3.057103e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -30576436.000000 Penalty: 6143.254883
	Iteration 10F: 3 clusters Score -3.057644e+07 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187872 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -30578464.000000 Penalty: 6143.254883
	Iteration 11F: 3 clusters Score -3.057846e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201603 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -30579184.000000 Penalty: 6143.254883
	Iteration 12F: 3 clusters Score -3.057918e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211781 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -30580106.000000 Penalty: 6143.254883
	Iteration 13Q: 3 clusters Score -3.058011e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218762 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -30581174.000000 Penalty: 6143.254883
	Iteration 14Q: 3 clusters Score -3.058117e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223484 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -30582504.000000 Penalty: 6143.254883
	Iteration 15Q: 3 clusters Score -3.05825e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226780 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -30583446.000000 Penalty: 6143.254883
	Iteration 16Q: 3 clusters Score -3.058345e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229033 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -30584368.000000 Penalty: 6143.254883
	Iteration 17Q: 3 clusters Score -3.058437e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230699 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -30584886.000000 Penalty: 6143.254883
	Iteration 18Q: 3 clusters Score -3.058489e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -30585208.000000 Penalty: 6143.254883
	Iteration 19Q: 3 clusters Score -3.058521e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233033 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -30585488.000000 Penalty: 6143.254883
	Iteration 20F: 3 clusters Score -3.058549e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233905 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -30585744.000000 Penalty: 6143.254883
	Iteration 21Q: 3 clusters Score -3.058574e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234632 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -30586074.000000 Penalty: 6143.254883
	Iteration 22Q: 3 clusters Score -3.058607e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235234 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -30586266.000000 Penalty: 6143.254883
	Iteration 23Q: 3 clusters Score -3.058627e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235768 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -30586444.000000 Penalty: 6143.254883
	Iteration 24Q: 3 clusters Score -3.058644e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236211 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -30586564.000000 Penalty: 6143.254883
	Iteration 25Q: 3 clusters Score -3.058656e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236573 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -30586680.000000 Penalty: 6143.254883
	Iteration 26Q: 3 clusters Score -3.058668e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236892 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -30586782.000000 Penalty: 6143.254883
	Iteration 27Q: 3 clusters Score -3.058678e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237131 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -30586846.000000 Penalty: 6143.254883
	Iteration 28Q: 3 clusters Score -3.058685e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237330 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -30586910.000000 Penalty: 6143.254883
	Iteration 29Q: 3 clusters Score -3.058691e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237475 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -30586876.000000 Penalty: 6143.254883
	Iteration 30Q: 3 clusters Score -3.058688e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -30586912.000000 Penalty: 6143.254883
	Iteration 31Q: 3 clusters Score -3.058691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237667 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -30586968.000000 Penalty: 6143.254883
	Iteration 32Q: 3 clusters Score -3.058697e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237745 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -30586990.000000 Penalty: 6143.254883
	Iteration 33Q: 3 clusters Score -3.058699e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237809 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -30586974.000000 Penalty: 6143.254883
	Iteration 34Q: 3 clusters Score -3.058697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237850 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -30586982.000000 Penalty: 6143.254883
	Iteration 35Q: 3 clusters Score -3.058698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237893 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -30587004.000000 Penalty: 6143.254883
	Iteration 36Q: 3 clusters Score -3.0587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237927 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -30587010.000000 Penalty: 6143.254883
	Iteration 37Q: 3 clusters Score -3.058701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237963 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -30586988.000000 Penalty: 6143.254883
	Iteration 38Q: 3 clusters Score -3.058699e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237991 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -30587002.000000 Penalty: 6143.254883
	Iteration 39Q: 3 clusters Score -3.0587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238021 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -30587018.000000 Penalty: 6143.254883
	Iteration 40F: 3 clusters Score -3.058702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238044 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -30587046.000000 Penalty: 6143.254883
	Iteration 41Q: 3 clusters Score -3.058705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238070 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -30587024.000000 Penalty: 6143.254883
	Iteration 42Q: 3 clusters Score -3.058702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238091 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -30587000.000000 Penalty: 6143.254883
	Iteration 43Q: 3 clusters Score -3.0587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -30587008.000000 Penalty: 6143.254883
	Iteration 44Q: 3 clusters Score -3.058701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -30587000.000000 Penalty: 6143.254883
	Iteration 45Q: 3 clusters Score -3.0587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238136 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -30587000.000000 Penalty: 6143.254883
	Iteration 46Q: 3 clusters Score -3.0587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238141 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -30587000.000000 Penalty: 6143.254883
	Iteration 47Q: 3 clusters Score -3.0587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238146 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -30587008.000000 Penalty: 6143.254883
	Iteration 48Q: 3 clusters Score -3.058701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238155 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -30587024.000000 Penalty: 6143.254883
	Iteration 49Q: 3 clusters Score -3.058702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238165 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -30587032.000000 Penalty: 6143.254883
	Iteration 50Q: 3 clusters Score -3.058703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238177 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -30587016.000000 Penalty: 6143.254883
	Iteration 51Q: 3 clusters Score -3.058702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30587004.000000 Penalty: 6143.254883
	Iteration 52Q: 3 clusters Score -3.0587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238188 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -30587022.000000 Penalty: 6143.254883
	Iteration 53Q: 3 clusters Score -3.058702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238195 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -30587042.000000 Penalty: 6143.254883
	Iteration 54Q: 3 clusters Score -3.058704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238201 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -30587034.000000 Penalty: 6143.254883
	Iteration 55Q: 3 clusters Score -3.058703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238207 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30587056.000000 Penalty: 6143.254883
	Iteration 56Q: 3 clusters Score -3.058706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238221 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -30587038.000000 Penalty: 6143.254883
	Iteration 57Q: 3 clusters Score -3.058704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238229 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -30587040.000000 Penalty: 6143.254883
	Iteration 58Q: 3 clusters Score -3.058704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238233 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -30587044.000000 Penalty: 6143.254883
	Iteration 59Q: 3 clusters Score -3.058704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238237 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -30587042.000000 Penalty: 6143.254883
	Iteration 60F: 3 clusters Score -3.058704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238241 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -30587052.000000 Penalty: 6143.254883
	Iteration 61Q: 3 clusters Score -3.058705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238242 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -30587050.000000 Penalty: 6143.254883
	Iteration 62Q: 3 clusters Score -3.058705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238246 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -30587058.000000 Penalty: 6143.254883
	Iteration 63Q: 3 clusters Score -3.058706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238247 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -30587052.000000 Penalty: 6143.254883
	Iteration 64Q: 3 clusters Score -3.058705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238252 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -30587038.000000 Penalty: 6143.254883
	Iteration 65Q: 3 clusters Score -3.058704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -30587030.000000 Penalty: 6143.254883
	Iteration 66Q: 3 clusters Score -3.058703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238257 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -30587040.000000 Penalty: 6143.254883
	Iteration 67Q: 3 clusters Score -3.058704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238260 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -30587038.000000 Penalty: 6143.254883
	Iteration 68Q: 3 clusters Score -3.058704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238265 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -30587052.000000 Penalty: 6143.254883
	Iteration 69Q: 3 clusters Score -3.058705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238267 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -30587050.000000 Penalty: 6143.254883
	Iteration 70Q: 3 clusters Score -3.058705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238269 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -30587034.000000 Penalty: 6143.254883
	Iteration 71Q: 3 clusters Score -3.058703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238271 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -30587028.000000 Penalty: 6143.254883
	Iteration 72Q: 3 clusters Score -3.058703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238271 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -30587028.000000 Penalty: 6143.254883
	Iteration 73F: 3 clusters Score -3.058703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -138515.234375 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -138515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136586.828125 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -136586.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137194.437500 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -137194.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137490.718750 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -137490.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137692.718750 Penalty: 3496.430420
	Iteration 3F: 3 clusters Score -137692.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -137879.390625 Penalty: 3496.430420
	Iteration 4F: 3 clusters Score -137879.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138105.562500 Penalty: 3496.430420
	Iteration 5Q: 3 clusters Score -138105.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -138261.765625 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -138261.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -138426.484375 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -138426.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -138525.312500 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -138525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -138578.250000 Penalty: 3496.430420
	Iteration 9Q: 3 clusters Score -138578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -138619.750000 Penalty: 3496.430420
	Iteration 10Q: 3 clusters Score -138619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -138627.546875 Penalty: 3496.430420
	Iteration 11Q: 3 clusters Score -138627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -138629.312500 Penalty: 3496.430420
	Iteration 12Q: 3 clusters Score -138629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -138629.312500 Penalty: 3496.430420
	Iteration 13F: 3 clusters Score -138629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172004 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 239329 members 
Mstep: Class 9 contains 941 members 
Mstep: Class 10 contains 47799 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 54003 members 
Mstep: Class 16 contains 154678 members 
Mstep: Class 17 contains 11052 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31054 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116054824.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116056096.000000 to -116054824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (47799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Entering Unmasked Estep 
Score: -6166750.000000 Penalty: 2672.140625
	Iteration 0F: 2 clusters Score -6166750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6134471.500000 Penalty: 5344.281250
	Iteration 0F: 3 clusters Score -6134472 nChanged 22005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -6146633.000000 Penalty: 5344.281250
	Iteration 1F: 3 clusters Score -6146633 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -6147044.500000 Penalty: 5344.281250
	Iteration 2Q: 3 clusters Score -6147044 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -6147519.500000 Penalty: 5344.281250
	Iteration 3Q: 3 clusters Score -6147520 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6147899.500000 Penalty: 5344.281250
	Iteration 4Q: 3 clusters Score -6147900 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6148383.500000 Penalty: 5344.281250
	Iteration 5Q: 3 clusters Score -6148384 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -6149008.500000 Penalty: 5344.281250
	Iteration 6Q: 3 clusters Score -6149008 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6149740.500000 Penalty: 5344.281250
	Iteration 7Q: 3 clusters Score -6149740 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6150771.000000 Penalty: 5344.281250
	Iteration 8Q: 3 clusters Score -6150771 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -6152213.000000 Penalty: 5344.281250
	Iteration 9F: 3 clusters Score -6152213 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -6154070.500000 Penalty: 5344.281250
	Iteration 10F: 3 clusters Score -6154070 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -6156336.500000 Penalty: 5344.281250
	Iteration 11F: 3 clusters Score -6156336 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -6158521.500000 Penalty: 5344.281250
	Iteration 12F: 3 clusters Score -6158522 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6160318.000000 Penalty: 5344.281250
	Iteration 13Q: 3 clusters Score -6160318 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -6161464.500000 Penalty: 5344.281250
	Iteration 14Q: 3 clusters Score -6161464 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -6162171.000000 Penalty: 5344.281250
	Iteration 15Q: 3 clusters Score -6162171 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6162610.500000 Penalty: 5344.281250
	Iteration 16Q: 3 clusters Score -6162610 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6162907.500000 Penalty: 5344.281250
	Iteration 17Q: 3 clusters Score -6162908 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -6163192.000000 Penalty: 5344.281250
	Iteration 18Q: 3 clusters Score -6163192 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6163359.500000 Penalty: 5344.281250
	Iteration 19Q: 3 clusters Score -6163360 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -6163538.000000 Penalty: 5344.281250
	Iteration 20F: 3 clusters Score -6163538 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -6163656.000000 Penalty: 5344.281250
	Iteration 21Q: 3 clusters Score -6163656 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6163770.000000 Penalty: 5344.281250
	Iteration 22Q: 3 clusters Score -6163770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6163832.000000 Penalty: 5344.281250
	Iteration 23Q: 3 clusters Score -6163832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6163922.500000 Penalty: 5344.281250
	Iteration 24Q: 3 clusters Score -6163922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -6163982.500000 Penalty: 5344.281250
	Iteration 25Q: 3 clusters Score -6163982 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6164061.000000 Penalty: 5344.281250
	Iteration 26Q: 3 clusters Score -6164061 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6164111.500000 Penalty: 5344.281250
	Iteration 27Q: 3 clusters Score -6164112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6164146.000000 Penalty: 5344.281250
	Iteration 28Q: 3 clusters Score -6164146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -6164176.500000 Penalty: 5344.281250
	Iteration 29Q: 3 clusters Score -6164176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -6164216.500000 Penalty: 5344.281250
	Iteration 30Q: 3 clusters Score -6164216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6164243.500000 Penalty: 5344.281250
	Iteration 31Q: 3 clusters Score -6164244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -6164261.500000 Penalty: 5344.281250
	Iteration 32Q: 3 clusters Score -6164262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6164265.500000 Penalty: 5344.281250
	Iteration 33Q: 3 clusters Score -6164266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -6164286.500000 Penalty: 5344.281250
	Iteration 34Q: 3 clusters Score -6164286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -6164299.000000 Penalty: 5344.281250
	Iteration 35Q: 3 clusters Score -6164299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6164310.000000 Penalty: 5344.281250
	Iteration 36Q: 3 clusters Score -6164310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -6164311.000000 Penalty: 5344.281250
	Iteration 37Q: 3 clusters Score -6164311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -6164316.500000 Penalty: 5344.281250
	Iteration 38Q: 3 clusters Score -6164316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6164331.000000 Penalty: 5344.281250
	Iteration 39Q: 3 clusters Score -6164331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6164334.000000 Penalty: 5344.281250
	Iteration 40F: 3 clusters Score -6164334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6164341.000000 Penalty: 5344.281250
	Iteration 41Q: 3 clusters Score -6164341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6164343.000000 Penalty: 5344.281250
	Iteration 42Q: 3 clusters Score -6164343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6164343.500000 Penalty: 5344.281250
	Iteration 43Q: 3 clusters Score -6164344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6164346.500000 Penalty: 5344.281250
	Iteration 44Q: 3 clusters Score -6164346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6164346.500000 Penalty: 5344.281250
	Iteration 45Q: 3 clusters Score -6164346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -6164353.000000 Penalty: 5344.281250
	Iteration 46Q: 3 clusters Score -6164353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -6164348.500000 Penalty: 5344.281250
	Iteration 47Q: 3 clusters Score -6164348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -6164356.000000 Penalty: 5344.281250
	Iteration 48Q: 3 clusters Score -6164356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6164356.500000 Penalty: 5344.281250
	Iteration 49Q: 3 clusters Score -6164356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -6164361.000000 Penalty: 5344.281250
	Iteration 50Q: 3 clusters Score -6164361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6164360.500000 Penalty: 5344.281250
	Iteration 51Q: 3 clusters Score -6164360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6164365.500000 Penalty: 5344.281250
	Iteration 52Q: 3 clusters Score -6164366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -6164364.000000 Penalty: 5344.281250
	Iteration 53Q: 3 clusters Score -6164364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6164359.500000 Penalty: 5344.281250
	Iteration 54Q: 3 clusters Score -6164360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6164362.500000 Penalty: 5344.281250
	Iteration 55Q: 3 clusters Score -6164362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6164358.000000 Penalty: 5344.281250
	Iteration 56Q: 3 clusters Score -6164358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -6164369.000000 Penalty: 5344.281250
	Iteration 57Q: 3 clusters Score -6164369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6164373.000000 Penalty: 5344.281250
	Iteration 58Q: 3 clusters Score -6164373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6164375.500000 Penalty: 5344.281250
	Iteration 59Q: 3 clusters Score -6164376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -6164376.000000 Penalty: 5344.281250
	Iteration 60F: 3 clusters Score -6164376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6164374.000000 Penalty: 5344.281250
	Iteration 61Q: 3 clusters Score -6164374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6164373.000000 Penalty: 5344.281250
	Iteration 62Q: 3 clusters Score -6164373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6164370.500000 Penalty: 5344.281250
	Iteration 63Q: 3 clusters Score -6164370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6164371.000000 Penalty: 5344.281250
	Iteration 64Q: 3 clusters Score -6164371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -6164371.000000 Penalty: 5344.281250
	Iteration 65Q: 3 clusters Score -6164371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6164370.500000 Penalty: 5344.281250
	Iteration 66Q: 3 clusters Score -6164370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6164374.000000 Penalty: 5344.281250
	Iteration 67Q: 3 clusters Score -6164374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6164378.000000 Penalty: 5344.281250
	Iteration 68Q: 3 clusters Score -6164378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6164380.000000 Penalty: 5344.281250
	Iteration 69Q: 3 clusters Score -6164380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -6164385.000000 Penalty: 5344.281250
	Iteration 70Q: 3 clusters Score -6164385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6164390.000000 Penalty: 5344.281250
	Iteration 71Q: 3 clusters Score -6164390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -6164399.500000 Penalty: 5344.281250
	Iteration 72Q: 3 clusters Score -6164400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -6164403.000000 Penalty: 5344.281250
	Iteration 73Q: 3 clusters Score -6164403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6164407.000000 Penalty: 5344.281250
	Iteration 74Q: 3 clusters Score -6164407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6164413.500000 Penalty: 5344.281250
	Iteration 75Q: 3 clusters Score -6164414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -6164412.000000 Penalty: 5344.281250
	Iteration 76Q: 3 clusters Score -6164412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6164407.500000 Penalty: 5344.281250
	Iteration 77Q: 3 clusters Score -6164408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6164407.500000 Penalty: 5344.281250
	Iteration 78Q: 3 clusters Score -6164408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6164409.500000 Penalty: 5344.281250
	Iteration 79Q: 3 clusters Score -6164410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6164413.500000 Penalty: 5344.281250
	Iteration 80F: 3 clusters Score -6164414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6164412.000000 Penalty: 5344.281250
	Iteration 81Q: 3 clusters Score -6164412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6164411.000000 Penalty: 5344.281250
	Iteration 82Q: 3 clusters Score -6164411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6164413.000000 Penalty: 5344.281250
	Iteration 83Q: 3 clusters Score -6164413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6164411.500000 Penalty: 5344.281250
	Iteration 84Q: 3 clusters Score -6164412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -6164412.000000 Penalty: 5344.281250
	Iteration 85Q: 3 clusters Score -6164412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6164413.000000 Penalty: 5344.281250
	Iteration 86Q: 3 clusters Score -6164413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6164416.000000 Penalty: 5344.281250
	Iteration 87Q: 3 clusters Score -6164416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6164417.500000 Penalty: 5344.281250
	Iteration 88Q: 3 clusters Score -6164418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6164422.000000 Penalty: 5344.281250
	Iteration 89Q: 3 clusters Score -6164422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6164425.000000 Penalty: 5344.281250
	Iteration 90Q: 3 clusters Score -6164425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6164423.000000 Penalty: 5344.281250
	Iteration 91Q: 3 clusters Score -6164423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6164425.000000 Penalty: 5344.281250
	Iteration 92Q: 3 clusters Score -6164425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6164424.000000 Penalty: 5344.281250
	Iteration 93Q: 3 clusters Score -6164424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6164433.000000 Penalty: 5344.281250
	Iteration 94Q: 3 clusters Score -6164433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6164431.500000 Penalty: 5344.281250
	Iteration 95Q: 3 clusters Score -6164432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6164432.000000 Penalty: 5344.281250
	Iteration 96Q: 3 clusters Score -6164432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6164432.500000 Penalty: 5344.281250
	Iteration 97Q: 3 clusters Score -6164432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6164432.500000 Penalty: 5344.281250
	Iteration 98F: 3 clusters Score -6164432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -351010.750000 Penalty: 1967.403809
	Iteration 0F: 2 clusters Score -351010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -347830.656250 Penalty: 3934.807617
	Iteration 0F: 3 clusters Score -347830.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348482.968750 Penalty: 3934.807617
	Iteration 1F: 3 clusters Score -348483 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -348662.093750 Penalty: 3934.807617
	Iteration 2F: 3 clusters Score -348662.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -348741.406250 Penalty: 3934.807617
	Iteration 3Q: 3 clusters Score -348741.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -348787.718750 Penalty: 3934.807617
	Iteration 4Q: 3 clusters Score -348787.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -348816.656250 Penalty: 3934.807617
	Iteration 5Q: 3 clusters Score -348816.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -348843.000000 Penalty: 3934.807617
	Iteration 6Q: 3 clusters Score -348843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -348862.781250 Penalty: 3934.807617
	Iteration 7Q: 3 clusters Score -348862.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -348881.843750 Penalty: 3934.807617
	Iteration 8Q: 3 clusters Score -348881.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348897.093750 Penalty: 3934.807617
	Iteration 9Q: 3 clusters Score -348897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -348909.031250 Penalty: 3934.807617
	Iteration 10Q: 3 clusters Score -348909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -348917.062500 Penalty: 3934.807617
	Iteration 11Q: 3 clusters Score -348917.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -348927.937500 Penalty: 3934.807617
	Iteration 12Q: 3 clusters Score -348927.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -348939.656250 Penalty: 3934.807617
	Iteration 13Q: 3 clusters Score -348939.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -348943.968750 Penalty: 3934.807617
	Iteration 14Q: 3 clusters Score -348944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -348949.218750 Penalty: 3934.807617
	Iteration 15Q: 3 clusters Score -348949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -348952.437500 Penalty: 3934.807617
	Iteration 16Q: 3 clusters Score -348952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348954.718750 Penalty: 3934.807617
	Iteration 17Q: 3 clusters Score -348954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -348956.125000 Penalty: 3934.807617
	Iteration 18Q: 3 clusters Score -348956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348958.218750 Penalty: 3934.807617
	Iteration 19Q: 3 clusters Score -348958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -348961.093750 Penalty: 3934.807617
	Iteration 20F: 3 clusters Score -348961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348963.093750 Penalty: 3934.807617
	Iteration 21Q: 3 clusters Score -348963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -348963.125000 Penalty: 3934.807617
	Iteration 22Q: 3 clusters Score -348963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348963.781250 Penalty: 3934.807617
	Iteration 23Q: 3 clusters Score -348963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -348965.531250 Penalty: 3934.807617
	Iteration 24Q: 3 clusters Score -348965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -348967.281250 Penalty: 3934.807617
	Iteration 25Q: 3 clusters Score -348967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -348969.906250 Penalty: 3934.807617
	Iteration 26Q: 3 clusters Score -348969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -348970.906250 Penalty: 3934.807617
	Iteration 27Q: 3 clusters Score -348970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -348972.125000 Penalty: 3934.807617
	Iteration 28Q: 3 clusters Score -348972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -348972.187500 Penalty: 3934.807617
	Iteration 29Q: 3 clusters Score -348972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -348972.187500 Penalty: 3934.807617
	Iteration 30F: 3 clusters Score -348972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -708425.562500 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -708425.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -703408.812500 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -703408.8 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -704698.437500 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -704698.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -704945.000000 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -704945 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -705110.687500 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -705110.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -705242.437500 Penalty: 4300.958008
	Iteration 4Q: 3 clusters Score -705242.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -705343.562500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -705343.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -705429.750000 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -705429.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -705516.312500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -705516.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -705613.937500 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -705613.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -705742.937500 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -705742.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -705940.500000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -705940.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -706219.750000 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -706219.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -706408.250000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -706408.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -706525.312500 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -706525.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -706606.312500 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -706606.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -706664.750000 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -706664.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -706713.687500 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -706713.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -706755.687500 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -706755.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -706795.625000 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -706795.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -706832.062500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -706832.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -706862.125000 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -706862.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -706891.500000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -706891.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -706915.562500 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -706915.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -706931.625000 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -706931.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -706948.250000 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -706948.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -706969.750000 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -706969.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -706996.437500 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -706996.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -707023.375000 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -707023.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -707055.187500 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -707055.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -707086.562500 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -707086.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -707135.062500 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -707135.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -707180.062500 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -707180.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -707225.250000 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -707225.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -707265.875000 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -707265.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -707300.000000 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -707300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -707334.875000 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -707334.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -707364.625000 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -707364.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -707381.500000 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -707381.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -707397.000000 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -707397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -707404.875000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -707404.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -707410.187500 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -707410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -707418.000000 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -707418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -707420.687500 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -707420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -707424.250000 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -707424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -707424.500000 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -707424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -707424.625000 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -707424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -707426.125000 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -707426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -707426.437500 Penalty: 4300.958008
	Iteration 47Q: 3 clusters Score -707426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -707429.562500 Penalty: 4300.958008
	Iteration 48Q: 3 clusters Score -707429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -707428.125000 Penalty: 4300.958008
	Iteration 49Q: 3 clusters Score -707428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -707428.625000 Penalty: 4300.958008
	Iteration 50Q: 3 clusters Score -707428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -707428.625000 Penalty: 4300.958008
	Iteration 51F: 3 clusters Score -707428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -260863.468750 Penalty: 1894.750610
	Iteration 0F: 2 clusters Score -260863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258206.781250 Penalty: 3789.501221
	Iteration 0F: 3 clusters Score -258206.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258671.515625 Penalty: 3789.501221
	Iteration 1F: 3 clusters Score -258671.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258791.468750 Penalty: 3789.501221
	Iteration 2F: 3 clusters Score -258791.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258844.859375 Penalty: 3789.501221
	Iteration 3Q: 3 clusters Score -258844.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258867.171875 Penalty: 3789.501221
	Iteration 4Q: 3 clusters Score -258867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258881.046875 Penalty: 3789.501221
	Iteration 5Q: 3 clusters Score -258881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258891.312500 Penalty: 3789.501221
	Iteration 6Q: 3 clusters Score -258891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258901.843750 Penalty: 3789.501221
	Iteration 7Q: 3 clusters Score -258901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258911.718750 Penalty: 3789.501221
	Iteration 8Q: 3 clusters Score -258911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258919.921875 Penalty: 3789.501221
	Iteration 9Q: 3 clusters Score -258919.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -258928.140625 Penalty: 3789.501221
	Iteration 10Q: 3 clusters Score -258928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258933.140625 Penalty: 3789.501221
	Iteration 11Q: 3 clusters Score -258933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258935.328125 Penalty: 3789.501221
	Iteration 12Q: 3 clusters Score -258935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258937.203125 Penalty: 3789.501221
	Iteration 13Q: 3 clusters Score -258937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258939.484375 Penalty: 3789.501221
	Iteration 14Q: 3 clusters Score -258939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -258942.750000 Penalty: 3789.501221
	Iteration 15Q: 3 clusters Score -258942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -258946.296875 Penalty: 3789.501221
	Iteration 16Q: 3 clusters Score -258946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258948.875000 Penalty: 3789.501221
	Iteration 17Q: 3 clusters Score -258948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258953.890625 Penalty: 3789.501221
	Iteration 18Q: 3 clusters Score -258953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258959.796875 Penalty: 3789.501221
	Iteration 19Q: 3 clusters Score -258959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258964.093750 Penalty: 3789.501221
	Iteration 20F: 3 clusters Score -258964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258966.906250 Penalty: 3789.501221
	Iteration 21Q: 3 clusters Score -258966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258968.312500 Penalty: 3789.501221
	Iteration 22Q: 3 clusters Score -258968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258969.781250 Penalty: 3789.501221
	Iteration 23Q: 3 clusters Score -258969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258970.859375 Penalty: 3789.501221
	Iteration 24Q: 3 clusters Score -258970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258971.921875 Penalty: 3789.501221
	Iteration 25Q: 3 clusters Score -258971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258972.656250 Penalty: 3789.501221
	Iteration 26Q: 3 clusters Score -258972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -258972.656250 Penalty: 3789.501221
	Iteration 27F: 3 clusters Score -258972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48566.175781 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48566.18 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 218 members 
Entering Unmasked Estep 
Score: -47162.031250 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47162.03 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47334.535156 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47334.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47363.726562 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -47363.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47368.929688 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47368.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47368.929688 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -47368.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Entering Unmasked Estep 
Score: -6743735.500000 Penalty: 2702.405273
	Iteration 0F: 2 clusters Score -6743736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -6707240.000000 Penalty: 5404.810547
	Iteration 0F: 3 clusters Score -6707240 nChanged 25021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6721234.000000 Penalty: 5404.810547
	Iteration 1F: 3 clusters Score -6721234 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -6721854.500000 Penalty: 5404.810547
	Iteration 2Q: 3 clusters Score -6721854 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -6722478.000000 Penalty: 5404.810547
	Iteration 3Q: 3 clusters Score -6722478 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6723311.000000 Penalty: 5404.810547
	Iteration 4Q: 3 clusters Score -6723311 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -6724431.000000 Penalty: 5404.810547
	Iteration 5Q: 3 clusters Score -6724431 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -6726153.000000 Penalty: 5404.810547
	Iteration 6F: 3 clusters Score -6726153 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -6728566.000000 Penalty: 5404.810547
	Iteration 7F: 3 clusters Score -6728566 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -6731317.500000 Penalty: 5404.810547
	Iteration 8F: 3 clusters Score -6731318 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6733993.000000 Penalty: 5404.810547
	Iteration 9F: 3 clusters Score -6733993 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6736265.500000 Penalty: 5404.810547
	Iteration 10F: 3 clusters Score -6736266 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6738080.000000 Penalty: 5404.810547
	Iteration 11Q: 3 clusters Score -6738080 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6739596.500000 Penalty: 5404.810547
	Iteration 12Q: 3 clusters Score -6739596 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -6740588.000000 Penalty: 5404.810547
	Iteration 13Q: 3 clusters Score -6740588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -6741045.000000 Penalty: 5404.810547
	Iteration 14Q: 3 clusters Score -6741045 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -6741237.500000 Penalty: 5404.810547
	Iteration 15Q: 3 clusters Score -6741238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6741355.000000 Penalty: 5404.810547
	Iteration 16Q: 3 clusters Score -6741355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6741402.500000 Penalty: 5404.810547
	Iteration 17Q: 3 clusters Score -6741402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -6741424.000000 Penalty: 5404.810547
	Iteration 18Q: 3 clusters Score -6741424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -6741457.000000 Penalty: 5404.810547
	Iteration 19Q: 3 clusters Score -6741457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -6741470.000000 Penalty: 5404.810547
	Iteration 20F: 3 clusters Score -6741470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -6741477.500000 Penalty: 5404.810547
	Iteration 21Q: 3 clusters Score -6741478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -6741484.500000 Penalty: 5404.810547
	Iteration 22Q: 3 clusters Score -6741484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -6741487.000000 Penalty: 5404.810547
	Iteration 23Q: 3 clusters Score -6741487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -6741492.000000 Penalty: 5404.810547
	Iteration 24Q: 3 clusters Score -6741492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -6741498.000000 Penalty: 5404.810547
	Iteration 25Q: 3 clusters Score -6741498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -6741511.000000 Penalty: 5404.810547
	Iteration 26Q: 3 clusters Score -6741511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -6741513.500000 Penalty: 5404.810547
	Iteration 27Q: 3 clusters Score -6741514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -6741517.000000 Penalty: 5404.810547
	Iteration 28Q: 3 clusters Score -6741517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6741519.500000 Penalty: 5404.810547
	Iteration 29Q: 3 clusters Score -6741520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6741519.500000 Penalty: 5404.810547
	Iteration 30F: 3 clusters Score -6741520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Entering Unmasked Estep 
Score: -19729408.000000 Penalty: 2963.376953
	Iteration 0F: 2 clusters Score -1.972941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -19625016.000000 Penalty: 5926.753906
	Iteration 0F: 3 clusters Score -1.962502e+07 nChanged 74208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -19667970.000000 Penalty: 5926.753906
	Iteration 1F: 3 clusters Score -1.966797e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -19668740.000000 Penalty: 5926.753906
	Iteration 2Q: 3 clusters Score -1.966874e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -19669500.000000 Penalty: 5926.753906
	Iteration 3Q: 3 clusters Score -1.96695e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -19670270.000000 Penalty: 5926.753906
	Iteration 4Q: 3 clusters Score -1.967027e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -19671300.000000 Penalty: 5926.753906
	Iteration 5Q: 3 clusters Score -1.96713e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -19672858.000000 Penalty: 5926.753906
	Iteration 6Q: 3 clusters Score -1.967286e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -19675094.000000 Penalty: 5926.753906
	Iteration 7Q: 3 clusters Score -1.967509e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -19678488.000000 Penalty: 5926.753906
	Iteration 8Q: 3 clusters Score -1.967849e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -19683600.000000 Penalty: 5926.753906
	Iteration 9Q: 3 clusters Score -1.96836e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -19689924.000000 Penalty: 5926.753906
	Iteration 10F: 3 clusters Score -1.968992e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -19696994.000000 Penalty: 5926.753906
	Iteration 11F: 3 clusters Score -1.969699e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -19703024.000000 Penalty: 5926.753906
	Iteration 12F: 3 clusters Score -1.970302e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -19707236.000000 Penalty: 5926.753906
	Iteration 13Q: 3 clusters Score -1.970724e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -19709522.000000 Penalty: 5926.753906
	Iteration 14Q: 3 clusters Score -1.970952e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 116221 members 
Entering Unmasked Estep 
Score: -19711080.000000 Penalty: 5926.753906
	Iteration 15Q: 3 clusters Score -1.971108e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -19712032.000000 Penalty: 5926.753906
	Iteration 16Q: 3 clusters Score -1.971203e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -19712740.000000 Penalty: 5926.753906
	Iteration 17Q: 3 clusters Score -1.971274e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -19713564.000000 Penalty: 5926.753906
	Iteration 18Q: 3 clusters Score -1.971356e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -19714276.000000 Penalty: 5926.753906
	Iteration 19Q: 3 clusters Score -1.971428e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -19715130.000000 Penalty: 5926.753906
	Iteration 20F: 3 clusters Score -1.971513e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -19715828.000000 Penalty: 5926.753906
	Iteration 21Q: 3 clusters Score -1.971583e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -19716760.000000 Penalty: 5926.753906
	Iteration 22Q: 3 clusters Score -1.971676e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 131826 members 
Entering Unmasked Estep 
Score: -19717538.000000 Penalty: 5926.753906
	Iteration 23Q: 3 clusters Score -1.971754e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -19718272.000000 Penalty: 5926.753906
	Iteration 24Q: 3 clusters Score -1.971827e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -19719100.000000 Penalty: 5926.753906
	Iteration 25Q: 3 clusters Score -1.97191e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -19719994.000000 Penalty: 5926.753906
	Iteration 26Q: 3 clusters Score -1.971999e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 139704 members 
Entering Unmasked Estep 
Score: -19720796.000000 Penalty: 5926.753906
	Iteration 27Q: 3 clusters Score -1.97208e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -19721480.000000 Penalty: 5926.753906
	Iteration 28Q: 3 clusters Score -1.972148e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -19722274.000000 Penalty: 5926.753906
	Iteration 29Q: 3 clusters Score -1.972227e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 144961 members 
Entering Unmasked Estep 
Score: -19722940.000000 Penalty: 5926.753906
	Iteration 30Q: 3 clusters Score -1.972294e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 146385 members 
Entering Unmasked Estep 
Score: -19723518.000000 Penalty: 5926.753906
	Iteration 31Q: 3 clusters Score -1.972352e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -19724078.000000 Penalty: 5926.753906
	Iteration 32Q: 3 clusters Score -1.972408e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -19724556.000000 Penalty: 5926.753906
	Iteration 33Q: 3 clusters Score -1.972456e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -19725058.000000 Penalty: 5926.753906
	Iteration 34Q: 3 clusters Score -1.972506e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 150532 members 
Entering Unmasked Estep 
Score: -19725390.000000 Penalty: 5926.753906
	Iteration 35Q: 3 clusters Score -1.972539e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -19725596.000000 Penalty: 5926.753906
	Iteration 36Q: 3 clusters Score -1.97256e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -19725864.000000 Penalty: 5926.753906
	Iteration 37Q: 3 clusters Score -1.972586e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -19726028.000000 Penalty: 5926.753906
	Iteration 38Q: 3 clusters Score -1.972603e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -19726122.000000 Penalty: 5926.753906
	Iteration 39Q: 3 clusters Score -1.972612e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -19726266.000000 Penalty: 5926.753906
	Iteration 40F: 3 clusters Score -1.972627e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 152700 members 
Entering Unmasked Estep 
Score: -19726308.000000 Penalty: 5926.753906
	Iteration 41Q: 3 clusters Score -1.972631e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -19726390.000000 Penalty: 5926.753906
	Iteration 42Q: 3 clusters Score -1.972639e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -19726468.000000 Penalty: 5926.753906
	Iteration 43Q: 3 clusters Score -1.972647e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 153117 members 
Entering Unmasked Estep 
Score: -19726518.000000 Penalty: 5926.753906
	Iteration 44Q: 3 clusters Score -1.972652e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -19726554.000000 Penalty: 5926.753906
	Iteration 45Q: 3 clusters Score -1.972655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -19726618.000000 Penalty: 5926.753906
	Iteration 46Q: 3 clusters Score -1.972662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -19726654.000000 Penalty: 5926.753906
	Iteration 47Q: 3 clusters Score -1.972665e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -19726690.000000 Penalty: 5926.753906
	Iteration 48Q: 3 clusters Score -1.972669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -19726704.000000 Penalty: 5926.753906
	Iteration 49Q: 3 clusters Score -1.97267e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -19726722.000000 Penalty: 5926.753906
	Iteration 50Q: 3 clusters Score -1.972672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -19726728.000000 Penalty: 5926.753906
	Iteration 51Q: 3 clusters Score -1.972673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -19726774.000000 Penalty: 5926.753906
	Iteration 52Q: 3 clusters Score -1.972677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 153576 members 
Entering Unmasked Estep 
Score: -19726796.000000 Penalty: 5926.753906
	Iteration 53Q: 3 clusters Score -1.97268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -19726804.000000 Penalty: 5926.753906
	Iteration 54Q: 3 clusters Score -1.97268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -19726832.000000 Penalty: 5926.753906
	Iteration 55Q: 3 clusters Score -1.972683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -19726834.000000 Penalty: 5926.753906
	Iteration 56Q: 3 clusters Score -1.972683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 153694 members 
Entering Unmasked Estep 
Score: -19726836.000000 Penalty: 5926.753906
	Iteration 57Q: 3 clusters Score -1.972684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -19726820.000000 Penalty: 5926.753906
	Iteration 58Q: 3 clusters Score -1.972682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -19726850.000000 Penalty: 5926.753906
	Iteration 59Q: 3 clusters Score -1.972685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -19726878.000000 Penalty: 5926.753906
	Iteration 60F: 3 clusters Score -1.972688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -19726882.000000 Penalty: 5926.753906
	Iteration 61Q: 3 clusters Score -1.972688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -19726890.000000 Penalty: 5926.753906
	Iteration 62Q: 3 clusters Score -1.972689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -19726882.000000 Penalty: 5926.753906
	Iteration 63Q: 3 clusters Score -1.972688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -19726896.000000 Penalty: 5926.753906
	Iteration 64Q: 3 clusters Score -1.97269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -19726906.000000 Penalty: 5926.753906
	Iteration 65Q: 3 clusters Score -1.972691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -19726932.000000 Penalty: 5926.753906
	Iteration 66Q: 3 clusters Score -1.972693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 153811 members 
Entering Unmasked Estep 
Score: -19726914.000000 Penalty: 5926.753906
	Iteration 67Q: 3 clusters Score -1.972691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -19726916.000000 Penalty: 5926.753906
	Iteration 68Q: 3 clusters Score -1.972692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 153822 members 
Entering Unmasked Estep 
Score: -19726924.000000 Penalty: 5926.753906
	Iteration 69Q: 3 clusters Score -1.972692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -19726920.000000 Penalty: 5926.753906
	Iteration 70Q: 3 clusters Score -1.972692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -19726900.000000 Penalty: 5926.753906
	Iteration 71Q: 3 clusters Score -1.97269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 153832 members 
Entering Unmasked Estep 
Score: -19726916.000000 Penalty: 5926.753906
	Iteration 72Q: 3 clusters Score -1.972692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 153831 members 
Entering Unmasked Estep 
Score: -19726922.000000 Penalty: 5926.753906
	Iteration 73Q: 3 clusters Score -1.972692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -19726916.000000 Penalty: 5926.753906
	Iteration 74Q: 3 clusters Score -1.972692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 153835 members 
Entering Unmasked Estep 
Score: -19726918.000000 Penalty: 5926.753906
	Iteration 75Q: 3 clusters Score -1.972692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 153836 members 
Entering Unmasked Estep 
Score: -19726922.000000 Penalty: 5926.753906
	Iteration 76Q: 3 clusters Score -1.972692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -19726916.000000 Penalty: 5926.753906
	Iteration 77Q: 3 clusters Score -1.972692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -19726930.000000 Penalty: 5926.753906
	Iteration 78Q: 3 clusters Score -1.972693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -19726930.000000 Penalty: 5926.753906
	Iteration 79Q: 3 clusters Score -1.972693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -19726930.000000 Penalty: 5926.753906
	Iteration 80F: 3 clusters Score -1.972693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -19726932.000000 Penalty: 5926.753906
	Iteration 81Q: 3 clusters Score -1.972693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -19726932.000000 Penalty: 5926.753906
	Iteration 82F: 3 clusters Score -1.972693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Entering Unmasked Estep 
Score: -1397125.500000 Penalty: 2308.970947
	Iteration 0F: 2 clusters Score -1397126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1388834.875000 Penalty: 4617.941895
	Iteration 0F: 3 clusters Score -1388835 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1391496.125000 Penalty: 4617.941895
	Iteration 1F: 3 clusters Score -1391496 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1392162.375000 Penalty: 4617.941895
	Iteration 2F: 3 clusters Score -1392162 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1392903.500000 Penalty: 4617.941895
	Iteration 3F: 3 clusters Score -1392904 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1393644.875000 Penalty: 4617.941895
	Iteration 4F: 3 clusters Score -1393645 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1394288.875000 Penalty: 4617.941895
	Iteration 5F: 3 clusters Score -1394289 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1394825.750000 Penalty: 4617.941895
	Iteration 6F: 3 clusters Score -1394826 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1395207.750000 Penalty: 4617.941895
	Iteration 7Q: 3 clusters Score -1395208 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1395501.500000 Penalty: 4617.941895
	Iteration 8Q: 3 clusters Score -1395502 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1395716.500000 Penalty: 4617.941895
	Iteration 9Q: 3 clusters Score -1395716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1395833.750000 Penalty: 4617.941895
	Iteration 10Q: 3 clusters Score -1395834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1395904.125000 Penalty: 4617.941895
	Iteration 11Q: 3 clusters Score -1395904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1395942.875000 Penalty: 4617.941895
	Iteration 12Q: 3 clusters Score -1395943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1395968.125000 Penalty: 4617.941895
	Iteration 13Q: 3 clusters Score -1395968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1395983.625000 Penalty: 4617.941895
	Iteration 14Q: 3 clusters Score -1395984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1395992.375000 Penalty: 4617.941895
	Iteration 15Q: 3 clusters Score -1395992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1395996.000000 Penalty: 4617.941895
	Iteration 16Q: 3 clusters Score -1395996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1395999.375000 Penalty: 4617.941895
	Iteration 17Q: 3 clusters Score -1395999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1396003.875000 Penalty: 4617.941895
	Iteration 18Q: 3 clusters Score -1396004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1396004.750000 Penalty: 4617.941895
	Iteration 19Q: 3 clusters Score -1396005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1396005.125000 Penalty: 4617.941895
	Iteration 20F: 3 clusters Score -1396005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1396008.000000 Penalty: 4617.941895
	Iteration 21Q: 3 clusters Score -1396008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1396008.000000 Penalty: 4617.941895
	Iteration 22F: 3 clusters Score -1396008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -152971.812500 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -152971.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150861.656250 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -150861.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151177.562500 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -151177.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151279.453125 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -151279.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151334.000000 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -151334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151356.359375 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -151356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151370.609375 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -151370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151376.578125 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -151376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151384.484375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -151384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151387.453125 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -151387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151387.796875 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -151387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151387.796875 Penalty: 3523.655518
	Iteration 10F: 3 clusters Score -151387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -302545.031250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -302545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299589.906250 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -299589.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -300148.812500 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -300148.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -300313.906250 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -300313.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -300419.562500 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -300419.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -300479.312500 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -300479.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300522.250000 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -300522.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -300558.500000 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -300558.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -300588.218750 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -300588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -300610.625000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -300610.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300635.218750 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -300635.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -300656.000000 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -300656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -300670.843750 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -300670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300689.906250 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -300689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -300707.500000 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -300707.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300726.093750 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -300726.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -300740.812500 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -300740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -300750.406250 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -300750.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -300759.625000 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -300759.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -300766.625000 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -300766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300774.812500 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -300774.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -300783.906250 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -300783.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -300791.937500 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -300791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -300797.375000 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -300797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -300805.281250 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -300805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -300808.812500 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -300808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -300815.031250 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -300815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -300820.093750 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -300820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -300822.843750 Penalty: 3878.738770
	Iteration 27Q: 3 clusters Score -300822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -300824.031250 Penalty: 3878.738770
	Iteration 28Q: 3 clusters Score -300824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -300824.843750 Penalty: 3878.738770
	Iteration 29Q: 3 clusters Score -300824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -300828.875000 Penalty: 3878.738770
	Iteration 30Q: 3 clusters Score -300828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -300833.281250 Penalty: 3878.738770
	Iteration 31Q: 3 clusters Score -300833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -300836.656250 Penalty: 3878.738770
	Iteration 32Q: 3 clusters Score -300836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -300839.281250 Penalty: 3878.738770
	Iteration 33Q: 3 clusters Score -300839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -300840.375000 Penalty: 3878.738770
	Iteration 34Q: 3 clusters Score -300840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -300840.531250 Penalty: 3878.738770
	Iteration 35Q: 3 clusters Score -300840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -300840.531250 Penalty: 3878.738770
	Iteration 36F: 3 clusters Score -300840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Entering Unmasked Estep 
Score: -4020809.000000 Penalty: 2565.183838
	Iteration 0F: 2 clusters Score -4020809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3999512.750000 Penalty: 5130.367676
	Iteration 0F: 3 clusters Score -3999513 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4007063.500000 Penalty: 5130.367676
	Iteration 1F: 3 clusters Score -4007064 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4007534.000000 Penalty: 5130.367676
	Iteration 2Q: 3 clusters Score -4007534 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4007977.500000 Penalty: 5130.367676
	Iteration 3Q: 3 clusters Score -4007978 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4008337.750000 Penalty: 5130.367676
	Iteration 4Q: 3 clusters Score -4008338 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4008654.000000 Penalty: 5130.367676
	Iteration 5Q: 3 clusters Score -4008654 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -4009007.000000 Penalty: 5130.367676
	Iteration 6Q: 3 clusters Score -4009007 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4009309.750000 Penalty: 5130.367676
	Iteration 7Q: 3 clusters Score -4009310 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4009607.750000 Penalty: 5130.367676
	Iteration 8Q: 3 clusters Score -4009608 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4009943.250000 Penalty: 5130.367676
	Iteration 9Q: 3 clusters Score -4009943 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4010274.750000 Penalty: 5130.367676
	Iteration 10Q: 3 clusters Score -4010275 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4010620.750000 Penalty: 5130.367676
	Iteration 11Q: 3 clusters Score -4010621 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4010977.000000 Penalty: 5130.367676
	Iteration 12Q: 3 clusters Score -4010977 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4011424.250000 Penalty: 5130.367676
	Iteration 13Q: 3 clusters Score -4011424 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4011966.750000 Penalty: 5130.367676
	Iteration 14Q: 3 clusters Score -4011967 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -4012550.250000 Penalty: 5130.367676
	Iteration 15Q: 3 clusters Score -4012550 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4013260.750000 Penalty: 5130.367676
	Iteration 16Q: 3 clusters Score -4013261 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4014032.250000 Penalty: 5130.367676
	Iteration 17Q: 3 clusters Score -4014032 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4014837.500000 Penalty: 5130.367676
	Iteration 18Q: 3 clusters Score -4014838 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4015642.750000 Penalty: 5130.367676
	Iteration 19Q: 3 clusters Score -4015643 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4016360.500000 Penalty: 5130.367676
	Iteration 20F: 3 clusters Score -4016360 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4017019.500000 Penalty: 5130.367676
	Iteration 21Q: 3 clusters Score -4017020 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4017544.750000 Penalty: 5130.367676
	Iteration 22Q: 3 clusters Score -4017545 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4017907.500000 Penalty: 5130.367676
	Iteration 23Q: 3 clusters Score -4017908 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4018124.000000 Penalty: 5130.367676
	Iteration 24Q: 3 clusters Score -4018124 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4018265.500000 Penalty: 5130.367676
	Iteration 25Q: 3 clusters Score -4018266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4018356.500000 Penalty: 5130.367676
	Iteration 26Q: 3 clusters Score -4018356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4018430.000000 Penalty: 5130.367676
	Iteration 27Q: 3 clusters Score -4018430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4018484.000000 Penalty: 5130.367676
	Iteration 28Q: 3 clusters Score -4018484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4018522.000000 Penalty: 5130.367676
	Iteration 29Q: 3 clusters Score -4018522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4018550.250000 Penalty: 5130.367676
	Iteration 30Q: 3 clusters Score -4018550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4018565.250000 Penalty: 5130.367676
	Iteration 31Q: 3 clusters Score -4018565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4018572.750000 Penalty: 5130.367676
	Iteration 32Q: 3 clusters Score -4018573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4018582.000000 Penalty: 5130.367676
	Iteration 33Q: 3 clusters Score -4018582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4018596.250000 Penalty: 5130.367676
	Iteration 34Q: 3 clusters Score -4018596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4018617.000000 Penalty: 5130.367676
	Iteration 35Q: 3 clusters Score -4018617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4018619.000000 Penalty: 5130.367676
	Iteration 36Q: 3 clusters Score -4018619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4018625.000000 Penalty: 5130.367676
	Iteration 37Q: 3 clusters Score -4018625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4018628.000000 Penalty: 5130.367676
	Iteration 38Q: 3 clusters Score -4018628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4018633.500000 Penalty: 5130.367676
	Iteration 39Q: 3 clusters Score -4018634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4018643.250000 Penalty: 5130.367676
	Iteration 40F: 3 clusters Score -4018643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4018642.250000 Penalty: 5130.367676
	Iteration 41Q: 3 clusters Score -4018642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4018653.750000 Penalty: 5130.367676
	Iteration 42Q: 3 clusters Score -4018654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4018651.500000 Penalty: 5130.367676
	Iteration 43Q: 3 clusters Score -4018652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4018654.000000 Penalty: 5130.367676
	Iteration 44Q: 3 clusters Score -4018654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4018654.000000 Penalty: 5130.367676
	Iteration 45F: 3 clusters Score -4018654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Entering Unmasked Estep 
Score: -5342047.000000 Penalty: 2636.593018
	Iteration 0F: 2 clusters Score -5342047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5313922.000000 Penalty: 5273.186035
	Iteration 0F: 3 clusters Score -5313922 nChanged 19044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5324323.500000 Penalty: 5273.186035
	Iteration 1F: 3 clusters Score -5324324 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5324846.000000 Penalty: 5273.186035
	Iteration 2Q: 3 clusters Score -5324846 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5325403.500000 Penalty: 5273.186035
	Iteration 3Q: 3 clusters Score -5325404 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -5325958.000000 Penalty: 5273.186035
	Iteration 4Q: 3 clusters Score -5325958 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5326569.000000 Penalty: 5273.186035
	Iteration 5Q: 3 clusters Score -5326569 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -5327343.500000 Penalty: 5273.186035
	Iteration 6Q: 3 clusters Score -5327344 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -5328390.000000 Penalty: 5273.186035
	Iteration 7Q: 3 clusters Score -5328390 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -5329704.500000 Penalty: 5273.186035
	Iteration 8F: 3 clusters Score -5329704 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5331209.500000 Penalty: 5273.186035
	Iteration 9F: 3 clusters Score -5331210 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5332737.000000 Penalty: 5273.186035
	Iteration 10F: 3 clusters Score -5332737 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5334171.000000 Penalty: 5273.186035
	Iteration 11Q: 3 clusters Score -5334171 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5335322.000000 Penalty: 5273.186035
	Iteration 12Q: 3 clusters Score -5335322 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5336251.000000 Penalty: 5273.186035
	Iteration 13Q: 3 clusters Score -5336251 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -5336985.000000 Penalty: 5273.186035
	Iteration 14Q: 3 clusters Score -5336985 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5337526.500000 Penalty: 5273.186035
	Iteration 15Q: 3 clusters Score -5337526 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5338022.000000 Penalty: 5273.186035
	Iteration 16Q: 3 clusters Score -5338022 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -5338359.000000 Penalty: 5273.186035
	Iteration 17Q: 3 clusters Score -5338359 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5338669.500000 Penalty: 5273.186035
	Iteration 18Q: 3 clusters Score -5338670 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5338891.000000 Penalty: 5273.186035
	Iteration 19Q: 3 clusters Score -5338891 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5339073.500000 Penalty: 5273.186035
	Iteration 20F: 3 clusters Score -5339074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -5339219.500000 Penalty: 5273.186035
	Iteration 21Q: 3 clusters Score -5339220 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5339344.000000 Penalty: 5273.186035
	Iteration 22Q: 3 clusters Score -5339344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5339434.500000 Penalty: 5273.186035
	Iteration 23Q: 3 clusters Score -5339434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5339500.000000 Penalty: 5273.186035
	Iteration 24Q: 3 clusters Score -5339500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5339539.000000 Penalty: 5273.186035
	Iteration 25Q: 3 clusters Score -5339539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5339565.500000 Penalty: 5273.186035
	Iteration 26Q: 3 clusters Score -5339566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5339591.000000 Penalty: 5273.186035
	Iteration 27Q: 3 clusters Score -5339591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5339617.500000 Penalty: 5273.186035
	Iteration 28Q: 3 clusters Score -5339618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5339659.500000 Penalty: 5273.186035
	Iteration 29Q: 3 clusters Score -5339660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5339673.500000 Penalty: 5273.186035
	Iteration 30Q: 3 clusters Score -5339674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5339681.500000 Penalty: 5273.186035
	Iteration 31Q: 3 clusters Score -5339682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5339697.000000 Penalty: 5273.186035
	Iteration 32Q: 3 clusters Score -5339697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5339701.000000 Penalty: 5273.186035
	Iteration 33Q: 3 clusters Score -5339701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5339703.000000 Penalty: 5273.186035
	Iteration 34Q: 3 clusters Score -5339703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5339702.500000 Penalty: 5273.186035
	Iteration 35Q: 3 clusters Score -5339702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5339714.000000 Penalty: 5273.186035
	Iteration 36Q: 3 clusters Score -5339714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -5339719.500000 Penalty: 5273.186035
	Iteration 37Q: 3 clusters Score -5339720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5339721.500000 Penalty: 5273.186035
	Iteration 38Q: 3 clusters Score -5339722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5339723.000000 Penalty: 5273.186035
	Iteration 39Q: 3 clusters Score -5339723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5339733.000000 Penalty: 5273.186035
	Iteration 40F: 3 clusters Score -5339733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5339734.500000 Penalty: 5273.186035
	Iteration 41Q: 3 clusters Score -5339734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5339739.500000 Penalty: 5273.186035
	Iteration 42Q: 3 clusters Score -5339740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5339736.500000 Penalty: 5273.186035
	Iteration 43Q: 3 clusters Score -5339736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5339738.500000 Penalty: 5273.186035
	Iteration 44Q: 3 clusters Score -5339738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5339740.000000 Penalty: 5273.186035
	Iteration 45Q: 3 clusters Score -5339740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5339740.000000 Penalty: 5273.186035
	Iteration 46F: 3 clusters Score -5339740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29347.339844 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29347.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29465.259766 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29465.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29523.410156 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29523.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29553.697266 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29567.841797 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29567.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29567.841797 Penalty: 2785.918457
	Iteration 5F: 3 clusters Score -29567.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 172004 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 239329 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47799 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 54003 members 
Mstep: Class 16 contains 154678 members 
Mstep: Class 17 contains 11052 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31054 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056352.000000 Penalty: 71542.664062
Iteration 239Q: 22 clusters Score -1.160564e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171941 members 
Mstep: Class 7 contains 15725 members 
Mstep: Class 8 contains 239335 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47828 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 54035 members 
Mstep: Class 16 contains 154572 members 
Mstep: Class 17 contains 11054 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31059 members 
Mstep: Class 21 contains 41435 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056320.000000 Penalty: 71542.664062
Iteration 240F: 22 clusters Score -1.160563e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128470 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11481 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171919 members 
Mstep: Class 7 contains 15756 members 
Mstep: Class 8 contains 239350 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47852 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54069 members 
Mstep: Class 16 contains 154409 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31063 members 
Mstep: Class 21 contains 41453 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056368.000000 Penalty: 71542.664062
Iteration 241Q: 22 clusters Score -1.160564e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11479 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171889 members 
Mstep: Class 7 contains 15789 members 
Mstep: Class 8 contains 239355 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47885 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54095 members 
Mstep: Class 16 contains 154255 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31071 members 
Mstep: Class 21 contains 41468 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056264.000000 Penalty: 71542.664062
Iteration 242Q: 22 clusters Score -1.160563e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171824 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 239360 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47925 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54133 members 
Mstep: Class 16 contains 154108 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 41499 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056064.000000 Penalty: 71542.664062
Iteration 243Q: 22 clusters Score -1.160561e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11472 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171767 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 239372 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 47976 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54160 members 
Mstep: Class 16 contains 153969 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31087 members 
Mstep: Class 21 contains 41524 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056120.000000 Penalty: 71542.664062
Iteration 244Q: 22 clusters Score -1.160561e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11474 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171701 members 
Mstep: Class 7 contains 15884 members 
Mstep: Class 8 contains 239379 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48016 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5838 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54188 members 
Mstep: Class 16 contains 153849 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31093 members 
Mstep: Class 21 contains 41550 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056040.000000 Penalty: 71542.664062
Iteration 245Q: 22 clusters Score -1.16056e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11461 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171658 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 239383 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48056 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54217 members 
Mstep: Class 16 contains 153732 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31097 members 
Mstep: Class 21 contains 41572 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056104.000000 Penalty: 71542.664062
Iteration 246Q: 22 clusters Score -1.160561e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128760 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171640 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 239396 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48093 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54246 members 
Mstep: Class 16 contains 153593 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 41585 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056152.000000 Penalty: 71542.664062
Iteration 247Q: 22 clusters Score -1.160562e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171635 members 
Mstep: Class 7 contains 15960 members 
Mstep: Class 8 contains 239405 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48118 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54275 members 
Mstep: Class 16 contains 153459 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 41604 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056040.000000 Penalty: 71542.664062
Iteration 248Q: 22 clusters Score -1.16056e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171611 members 
Mstep: Class 7 contains 15983 members 
Mstep: Class 8 contains 239398 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48155 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54297 members 
Mstep: Class 16 contains 153326 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 41624 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056208.000000 Penalty: 71542.664062
Iteration 249Q: 22 clusters Score -1.160562e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171581 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 239389 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48186 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54313 members 
Mstep: Class 16 contains 153192 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31127 members 
Mstep: Class 21 contains 41654 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056256.000000 Penalty: 71542.664062
Iteration 250Q: 22 clusters Score -1.160563e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11450 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171616 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 239382 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48236 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54314 members 
Mstep: Class 16 contains 153040 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31143 members 
Mstep: Class 21 contains 41670 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056240.000000 Penalty: 71542.664062
Iteration 251Q: 22 clusters Score -1.160562e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171656 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 239389 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48273 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54333 members 
Mstep: Class 16 contains 152863 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31159 members 
Mstep: Class 21 contains 41684 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056256.000000 Penalty: 71542.664062
Iteration 252Q: 22 clusters Score -1.160563e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171702 members 
Mstep: Class 7 contains 16067 members 
Mstep: Class 8 contains 239395 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48323 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54338 members 
Mstep: Class 16 contains 152687 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31169 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056496.000000 Penalty: 71542.664062
Iteration 253Q: 22 clusters Score -1.160565e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11438 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171717 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 239405 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5846 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54347 members 
Mstep: Class 16 contains 152521 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31174 members 
Mstep: Class 21 contains 41717 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056400.000000 Penalty: 71542.664062
Iteration 254Q: 22 clusters Score -1.160564e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171721 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 239412 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 48426 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5851 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54369 members 
Mstep: Class 16 contains 152329 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31184 members 
Mstep: Class 21 contains 41747 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056424.000000 Penalty: 71542.664062
Iteration 255Q: 22 clusters Score -1.160564e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171723 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 239425 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 48468 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54379 members 
Mstep: Class 16 contains 152152 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31198 members 
Mstep: Class 21 contains 41774 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056456.000000 Penalty: 71542.664062
Iteration 256Q: 22 clusters Score -1.160565e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171682 members 
Mstep: Class 7 contains 16105 members 
Mstep: Class 8 contains 239450 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48494 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5857 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54386 members 
Mstep: Class 16 contains 152002 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31215 members 
Mstep: Class 21 contains 41806 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056576.000000 Penalty: 71542.664062
Iteration 257Q: 22 clusters Score -1.160566e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129284 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11448 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171649 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 239460 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48528 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54399 members 
Mstep: Class 16 contains 151841 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31222 members 
Mstep: Class 21 contains 41847 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056656.000000 Penalty: 71542.664062
Iteration 258Q: 22 clusters Score -1.160567e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171609 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 239487 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48560 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54427 members 
Mstep: Class 16 contains 151699 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31235 members 
Mstep: Class 21 contains 41874 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056680.000000 Penalty: 71542.664062
Iteration 259Q: 22 clusters Score -1.160567e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171601 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 239500 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48591 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54450 members 
Mstep: Class 16 contains 151559 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 41920 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056720.000000 Penalty: 71542.664062
Iteration 260F: 22 clusters Score -1.160567e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 171586 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 239519 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48605 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54468 members 
Mstep: Class 16 contains 151439 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 41945 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056552.000000 Penalty: 71542.664062
Iteration 261Q: 22 clusters Score -1.160566e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171576 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 239526 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48642 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54494 members 
Mstep: Class 16 contains 151283 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31257 members 
Mstep: Class 21 contains 41970 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056784.000000 Penalty: 71542.664062
Iteration 262Q: 22 clusters Score -1.160568e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171592 members 
Mstep: Class 7 contains 16075 members 
Mstep: Class 8 contains 239544 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48666 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54529 members 
Mstep: Class 16 contains 151118 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31273 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056528.000000 Penalty: 71542.664062
Iteration 263Q: 22 clusters Score -1.160565e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171611 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 239561 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48674 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54551 members 
Mstep: Class 16 contains 150975 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31291 members 
Mstep: Class 21 contains 42042 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056888.000000 Penalty: 71542.664062
Iteration 264Q: 22 clusters Score -1.160569e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171653 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 239564 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48699 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54570 members 
Mstep: Class 16 contains 150813 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31303 members 
Mstep: Class 21 contains 42089 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057064.000000 Penalty: 71542.664062
Iteration 265Q: 22 clusters Score -1.160571e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11434 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171679 members 
Mstep: Class 7 contains 16038 members 
Mstep: Class 8 contains 239592 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48715 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54600 members 
Mstep: Class 16 contains 150668 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31315 members 
Mstep: Class 21 contains 42136 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057032.000000 Penalty: 71542.664062
Iteration 266Q: 22 clusters Score -1.16057e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129597 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171743 members 
Mstep: Class 7 contains 16019 members 
Mstep: Class 8 contains 239610 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48737 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54614 members 
Mstep: Class 16 contains 150489 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 31336 members 
Mstep: Class 21 contains 42163 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056976.000000 Penalty: 71542.664062
Iteration 267Q: 22 clusters Score -1.16057e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171796 members 
Mstep: Class 7 contains 16016 members 
Mstep: Class 8 contains 239622 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48763 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54627 members 
Mstep: Class 16 contains 150329 members 
Mstep: Class 17 contains 11068 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 42190 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056888.000000 Penalty: 71542.664062
Iteration 268Q: 22 clusters Score -1.160569e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171847 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 239631 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48783 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54650 members 
Mstep: Class 16 contains 150164 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 31382 members 
Mstep: Class 21 contains 42236 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056800.000000 Penalty: 71542.664062
Iteration 269Q: 22 clusters Score -1.160568e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171907 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 239641 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48801 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54674 members 
Mstep: Class 16 contains 150001 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 31380 members 
Mstep: Class 21 contains 42275 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056864.000000 Penalty: 71542.664062
Iteration 270Q: 22 clusters Score -1.160569e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 171965 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 239658 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48826 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54706 members 
Mstep: Class 16 contains 149820 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 42305 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 271Q: 22 clusters Score -1.16057e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172032 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 239662 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54745 members 
Mstep: Class 16 contains 149631 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 31404 members 
Mstep: Class 21 contains 42349 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057304.000000 Penalty: 71542.664062
Iteration 272Q: 22 clusters Score -1.160573e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172104 members 
Mstep: Class 7 contains 15948 members 
Mstep: Class 8 contains 239648 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48868 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54771 members 
Mstep: Class 16 contains 149462 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 42370 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 273Q: 22 clusters Score -1.160574e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172134 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 239658 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48888 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54807 members 
Mstep: Class 16 contains 149311 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 42400 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057304.000000 Penalty: 71542.664062
Iteration 274Q: 22 clusters Score -1.160573e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11448 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172194 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 239670 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48900 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54837 members 
Mstep: Class 16 contains 149154 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 42427 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 275Q: 22 clusters Score -1.160574e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172296 members 
Mstep: Class 7 contains 15945 members 
Mstep: Class 8 contains 239680 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48913 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54853 members 
Mstep: Class 16 contains 148960 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 42464 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 276Q: 22 clusters Score -1.160574e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129795 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172410 members 
Mstep: Class 7 contains 15954 members 
Mstep: Class 8 contains 239685 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48953 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54875 members 
Mstep: Class 16 contains 148695 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31438 members 
Mstep: Class 21 contains 42496 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 277Q: 22 clusters Score -1.160574e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172503 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 8 contains 239710 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 48985 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54888 members 
Mstep: Class 16 contains 148465 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31446 members 
Mstep: Class 21 contains 42520 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057272.000000 Penalty: 71542.664062
Iteration 278Q: 22 clusters Score -1.160573e+08 nChanged 578
Entering ConstructFrom: 
Score: -116057272.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (129872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Entering Unmasked Estep 
Score: -16702239.000000 Penalty: 2920.027588
	Iteration 0F: 2 clusters Score -1.670224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -16615653.000000 Penalty: 5840.055176
	Iteration 0F: 3 clusters Score -1.661565e+07 nChanged 61806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -16650933.000000 Penalty: 5840.055176
	Iteration 1F: 3 clusters Score -1.665093e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -16651581.000000 Penalty: 5840.055176
	Iteration 2Q: 3 clusters Score -1.665158e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -16652210.000000 Penalty: 5840.055176
	Iteration 3Q: 3 clusters Score -1.665221e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -16652816.000000 Penalty: 5840.055176
	Iteration 4Q: 3 clusters Score -1.665282e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -16653573.000000 Penalty: 5840.055176
	Iteration 5Q: 3 clusters Score -1.665357e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -16654382.000000 Penalty: 5840.055176
	Iteration 6Q: 3 clusters Score -1.665438e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -16655398.000000 Penalty: 5840.055176
	Iteration 7Q: 3 clusters Score -1.66554e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -16656829.000000 Penalty: 5840.055176
	Iteration 8Q: 3 clusters Score -1.665683e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -16658906.000000 Penalty: 5840.055176
	Iteration 9Q: 3 clusters Score -1.665891e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -16662220.000000 Penalty: 5840.055176
	Iteration 10Q: 3 clusters Score -1.666222e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -16666650.000000 Penalty: 5840.055176
	Iteration 11F: 3 clusters Score -1.666665e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -16671867.000000 Penalty: 5840.055176
	Iteration 12F: 3 clusters Score -1.667187e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -16677051.000000 Penalty: 5840.055176
	Iteration 13F: 3 clusters Score -1.667705e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -16680453.000000 Penalty: 5840.055176
	Iteration 14Q: 3 clusters Score -1.668045e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -16682296.000000 Penalty: 5840.055176
	Iteration 15Q: 3 clusters Score -1.66823e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -16683218.000000 Penalty: 5840.055176
	Iteration 16Q: 3 clusters Score -1.668322e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -16683859.000000 Penalty: 5840.055176
	Iteration 17Q: 3 clusters Score -1.668386e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -16684366.000000 Penalty: 5840.055176
	Iteration 18Q: 3 clusters Score -1.668437e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -16685002.000000 Penalty: 5840.055176
	Iteration 19Q: 3 clusters Score -1.6685e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -16685508.000000 Penalty: 5840.055176
	Iteration 20F: 3 clusters Score -1.668551e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -16686069.000000 Penalty: 5840.055176
	Iteration 21Q: 3 clusters Score -1.668607e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -16686762.000000 Penalty: 5840.055176
	Iteration 22Q: 3 clusters Score -1.668676e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -16687459.000000 Penalty: 5840.055176
	Iteration 23Q: 3 clusters Score -1.668746e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -16688187.000000 Penalty: 5840.055176
	Iteration 24Q: 3 clusters Score -1.668819e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -16689043.000000 Penalty: 5840.055176
	Iteration 25Q: 3 clusters Score -1.668904e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -16689941.000000 Penalty: 5840.055176
	Iteration 26Q: 3 clusters Score -1.668994e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 111677 members 
Entering Unmasked Estep 
Score: -16690944.000000 Penalty: 5840.055176
	Iteration 27Q: 3 clusters Score -1.669094e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -16691910.000000 Penalty: 5840.055176
	Iteration 28Q: 3 clusters Score -1.669191e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -16692890.000000 Penalty: 5840.055176
	Iteration 29Q: 3 clusters Score -1.669289e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -16693883.000000 Penalty: 5840.055176
	Iteration 30Q: 3 clusters Score -1.669388e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -16694808.000000 Penalty: 5840.055176
	Iteration 31Q: 3 clusters Score -1.669481e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -16695747.000000 Penalty: 5840.055176
	Iteration 32Q: 3 clusters Score -1.669575e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -16696492.000000 Penalty: 5840.055176
	Iteration 33Q: 3 clusters Score -1.669649e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -16697153.000000 Penalty: 5840.055176
	Iteration 34Q: 3 clusters Score -1.669715e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -16697742.000000 Penalty: 5840.055176
	Iteration 35Q: 3 clusters Score -1.669774e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -16698251.000000 Penalty: 5840.055176
	Iteration 36Q: 3 clusters Score -1.669825e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -16698665.000000 Penalty: 5840.055176
	Iteration 37Q: 3 clusters Score -1.669866e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -16698922.000000 Penalty: 5840.055176
	Iteration 38Q: 3 clusters Score -1.669892e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 128408 members 
Entering Unmasked Estep 
Score: -16699125.000000 Penalty: 5840.055176
	Iteration 39Q: 3 clusters Score -1.669912e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -16699274.000000 Penalty: 5840.055176
	Iteration 40F: 3 clusters Score -1.669927e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 128796 members 
Entering Unmasked Estep 
Score: -16699365.000000 Penalty: 5840.055176
	Iteration 41Q: 3 clusters Score -1.669936e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -16699435.000000 Penalty: 5840.055176
	Iteration 42Q: 3 clusters Score -1.669944e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -16699482.000000 Penalty: 5840.055176
	Iteration 43Q: 3 clusters Score -1.669948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 129051 members 
Entering Unmasked Estep 
Score: -16699509.000000 Penalty: 5840.055176
	Iteration 44Q: 3 clusters Score -1.669951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -16699564.000000 Penalty: 5840.055176
	Iteration 45Q: 3 clusters Score -1.669956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 129130 members 
Entering Unmasked Estep 
Score: -16699591.000000 Penalty: 5840.055176
	Iteration 46Q: 3 clusters Score -1.669959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -16699603.000000 Penalty: 5840.055176
	Iteration 47Q: 3 clusters Score -1.66996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -16699624.000000 Penalty: 5840.055176
	Iteration 48Q: 3 clusters Score -1.669962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -16699646.000000 Penalty: 5840.055176
	Iteration 49Q: 3 clusters Score -1.669965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -16699648.000000 Penalty: 5840.055176
	Iteration 50Q: 3 clusters Score -1.669965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 129227 members 
Entering Unmasked Estep 
Score: -16699654.000000 Penalty: 5840.055176
	Iteration 51Q: 3 clusters Score -1.669965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -16699650.000000 Penalty: 5840.055176
	Iteration 52Q: 3 clusters Score -1.669965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -16699660.000000 Penalty: 5840.055176
	Iteration 53Q: 3 clusters Score -1.669966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 129246 members 
Entering Unmasked Estep 
Score: -16699660.000000 Penalty: 5840.055176
	Iteration 54Q: 3 clusters Score -1.669966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -16699663.000000 Penalty: 5840.055176
	Iteration 55Q: 3 clusters Score -1.669966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -16699667.000000 Penalty: 5840.055176
	Iteration 56Q: 3 clusters Score -1.669967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -16699673.000000 Penalty: 5840.055176
	Iteration 57Q: 3 clusters Score -1.669967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 129258 members 
Entering Unmasked Estep 
Score: -16699673.000000 Penalty: 5840.055176
	Iteration 58Q: 3 clusters Score -1.669967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -16699666.000000 Penalty: 5840.055176
	Iteration 59Q: 3 clusters Score -1.669967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 129261 members 
Entering Unmasked Estep 
Score: -16699672.000000 Penalty: 5840.055176
	Iteration 60F: 3 clusters Score -1.669967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -16699660.000000 Penalty: 5840.055176
	Iteration 61Q: 3 clusters Score -1.669966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -16699666.000000 Penalty: 5840.055176
	Iteration 62Q: 3 clusters Score -1.669967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -16699671.000000 Penalty: 5840.055176
	Iteration 63Q: 3 clusters Score -1.669967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -16699671.000000 Penalty: 5840.055176
	Iteration 64Q: 3 clusters Score -1.669967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -16699669.000000 Penalty: 5840.055176
	Iteration 65Q: 3 clusters Score -1.669967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -16699669.000000 Penalty: 5840.055176
	Iteration 66F: 3 clusters Score -1.669967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40816.019531 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40816.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39529.019531 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39529.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39757.585938 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39757.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39845.558594 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39845.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39913.343750 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -39913.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39972.437500 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -39972.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40027.828125 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -40027.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40137.382812 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40137.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40237.339844 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40237.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40320.375000 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40320.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40390.726562 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40390.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40445.488281 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -40445.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40462.125000 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -40462.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40478.589844 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -40478.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40487.656250 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -40487.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40534.722656 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -40534.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40536.968750 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -40536.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40537.152344 Penalty: 2946.324951
	Iteration 16F: 3 clusters Score -40537.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40541.398438 Penalty: 2946.324951
	Iteration 17Q: 3 clusters Score -40541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40541.398438 Penalty: 2946.324951
	Iteration 18F: 3 clusters Score -40541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1393542.750000 Penalty: 2317.571533
	Iteration 0F: 2 clusters Score -1393543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1384950.875000 Penalty: 4635.143066
	Iteration 0F: 3 clusters Score -1384951 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1387469.625000 Penalty: 4635.143066
	Iteration 1F: 3 clusters Score -1387470 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1387771.125000 Penalty: 4635.143066
	Iteration 2F: 3 clusters Score -1387771 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1387987.625000 Penalty: 4635.143066
	Iteration 3Q: 3 clusters Score -1387988 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1388148.375000 Penalty: 4635.143066
	Iteration 4Q: 3 clusters Score -1388148 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1388293.125000 Penalty: 4635.143066
	Iteration 5Q: 3 clusters Score -1388293 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1388457.625000 Penalty: 4635.143066
	Iteration 6Q: 3 clusters Score -1388458 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1388665.500000 Penalty: 4635.143066
	Iteration 7Q: 3 clusters Score -1388666 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1388910.750000 Penalty: 4635.143066
	Iteration 8Q: 3 clusters Score -1388911 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1389176.875000 Penalty: 4635.143066
	Iteration 9Q: 3 clusters Score -1389177 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1389492.750000 Penalty: 4635.143066
	Iteration 10Q: 3 clusters Score -1389493 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1389872.875000 Penalty: 4635.143066
	Iteration 11Q: 3 clusters Score -1389873 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1390292.250000 Penalty: 4635.143066
	Iteration 12Q: 3 clusters Score -1390292 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1390662.875000 Penalty: 4635.143066
	Iteration 13Q: 3 clusters Score -1390663 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1390986.375000 Penalty: 4635.143066
	Iteration 14Q: 3 clusters Score -1390986 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1391232.875000 Penalty: 4635.143066
	Iteration 15Q: 3 clusters Score -1391233 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1391377.125000 Penalty: 4635.143066
	Iteration 16Q: 3 clusters Score -1391377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1391461.000000 Penalty: 4635.143066
	Iteration 17Q: 3 clusters Score -1391461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1391525.625000 Penalty: 4635.143066
	Iteration 18Q: 3 clusters Score -1391526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1391573.000000 Penalty: 4635.143066
	Iteration 19Q: 3 clusters Score -1391573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1391609.750000 Penalty: 4635.143066
	Iteration 20F: 3 clusters Score -1391610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1391628.375000 Penalty: 4635.143066
	Iteration 21Q: 3 clusters Score -1391628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1391641.125000 Penalty: 4635.143066
	Iteration 22Q: 3 clusters Score -1391641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1391651.125000 Penalty: 4635.143066
	Iteration 23Q: 3 clusters Score -1391651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1391654.875000 Penalty: 4635.143066
	Iteration 24Q: 3 clusters Score -1391655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1391660.750000 Penalty: 4635.143066
	Iteration 25Q: 3 clusters Score -1391661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1391668.000000 Penalty: 4635.143066
	Iteration 26Q: 3 clusters Score -1391668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1391672.875000 Penalty: 4635.143066
	Iteration 27Q: 3 clusters Score -1391673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1391671.500000 Penalty: 4635.143066
	Iteration 28Q: 3 clusters Score -1391672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1391673.500000 Penalty: 4635.143066
	Iteration 29Q: 3 clusters Score -1391674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1391674.375000 Penalty: 4635.143066
	Iteration 30Q: 3 clusters Score -1391674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1391675.750000 Penalty: 4635.143066
	Iteration 31Q: 3 clusters Score -1391676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1391678.625000 Penalty: 4635.143066
	Iteration 32Q: 3 clusters Score -1391679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1391678.625000 Penalty: 4635.143066
	Iteration 33F: 3 clusters Score -1391679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -124122.359375 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -124122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122139.929688 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -122139.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122439.359375 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -122439.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122546.945312 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -122546.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122625.570312 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -122625.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122688.140625 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -122688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122726.156250 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -122726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122765.257812 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -122765.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122807.507812 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -122807.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122877.382812 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -122877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122974.343750 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -122974.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123167.945312 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -123167.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123427.835938 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -123427.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123707.562500 Penalty: 3438.494141
	Iteration 12F: 3 clusters Score -123707.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123824.453125 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -123824.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123880.796875 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -123880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123901.531250 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -123901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123911.437500 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -123911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123915.867188 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -123915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123919.445312 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -123919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123923.820312 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -123923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123928.289062 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -123928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123928.960938 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -123929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -123930.585938 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -123930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123931.078125 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -123931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123931.078125 Penalty: 3438.494141
	Iteration 24F: 3 clusters Score -123931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Entering Unmasked Estep 
Score: -22010852.000000 Penalty: 2990.541260
	Iteration 0F: 2 clusters Score -2.201085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -21896036.000000 Penalty: 5981.082520
	Iteration 0F: 3 clusters Score -2.189604e+07 nChanged 82970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -21944134.000000 Penalty: 5981.082520
	Iteration 1F: 3 clusters Score -2.194413e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -21945188.000000 Penalty: 5981.082520
	Iteration 2Q: 3 clusters Score -2.194519e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -21946576.000000 Penalty: 5981.082520
	Iteration 3Q: 3 clusters Score -2.194658e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -21948884.000000 Penalty: 5981.082520
	Iteration 4Q: 3 clusters Score -2.194888e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -21952708.000000 Penalty: 5981.082520
	Iteration 5Q: 3 clusters Score -2.195271e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -21959240.000000 Penalty: 5981.082520
	Iteration 6F: 3 clusters Score -2.195924e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -21969762.000000 Penalty: 5981.082520
	Iteration 7F: 3 clusters Score -2.196976e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -21981586.000000 Penalty: 5981.082520
	Iteration 8F: 3 clusters Score -2.198159e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -21988508.000000 Penalty: 5981.082520
	Iteration 9F: 3 clusters Score -2.198851e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -21991128.000000 Penalty: 5981.082520
	Iteration 10Q: 3 clusters Score -2.199113e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -21992602.000000 Penalty: 5981.082520
	Iteration 11Q: 3 clusters Score -2.19926e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -21993618.000000 Penalty: 5981.082520
	Iteration 12Q: 3 clusters Score -2.199362e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -21994674.000000 Penalty: 5981.082520
	Iteration 13Q: 3 clusters Score -2.199467e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -21995636.000000 Penalty: 5981.082520
	Iteration 14Q: 3 clusters Score -2.199564e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -21996588.000000 Penalty: 5981.082520
	Iteration 15Q: 3 clusters Score -2.199659e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -21997286.000000 Penalty: 5981.082520
	Iteration 16Q: 3 clusters Score -2.199729e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114687 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -21998152.000000 Penalty: 5981.082520
	Iteration 17Q: 3 clusters Score -2.199815e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116676 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -21998690.000000 Penalty: 5981.082520
	Iteration 18Q: 3 clusters Score -2.199869e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118651 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -21999306.000000 Penalty: 5981.082520
	Iteration 19Q: 3 clusters Score -2.199931e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -21999760.000000 Penalty: 5981.082520
	Iteration 20F: 3 clusters Score -2.199976e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -22000188.000000 Penalty: 5981.082520
	Iteration 21Q: 3 clusters Score -2.200019e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -22000766.000000 Penalty: 5981.082520
	Iteration 22Q: 3 clusters Score -2.200077e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126135 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -22001156.000000 Penalty: 5981.082520
	Iteration 23Q: 3 clusters Score -2.200116e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -22001854.000000 Penalty: 5981.082520
	Iteration 24Q: 3 clusters Score -2.200185e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -22002292.000000 Penalty: 5981.082520
	Iteration 25Q: 3 clusters Score -2.200229e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -22002752.000000 Penalty: 5981.082520
	Iteration 26Q: 3 clusters Score -2.200275e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133216 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -22003138.000000 Penalty: 5981.082520
	Iteration 27Q: 3 clusters Score -2.200314e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134877 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -22003582.000000 Penalty: 5981.082520
	Iteration 28Q: 3 clusters Score -2.200358e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -22004020.000000 Penalty: 5981.082520
	Iteration 29Q: 3 clusters Score -2.200402e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138055 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -22004498.000000 Penalty: 5981.082520
	Iteration 30Q: 3 clusters Score -2.20045e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -22004896.000000 Penalty: 5981.082520
	Iteration 31Q: 3 clusters Score -2.20049e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -22005328.000000 Penalty: 5981.082520
	Iteration 32Q: 3 clusters Score -2.200533e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -22005596.000000 Penalty: 5981.082520
	Iteration 33Q: 3 clusters Score -2.20056e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -22005850.000000 Penalty: 5981.082520
	Iteration 34Q: 3 clusters Score -2.200585e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -22006128.000000 Penalty: 5981.082520
	Iteration 35Q: 3 clusters Score -2.200613e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -22006238.000000 Penalty: 5981.082520
	Iteration 36Q: 3 clusters Score -2.200624e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -22006430.000000 Penalty: 5981.082520
	Iteration 37Q: 3 clusters Score -2.200643e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -22006634.000000 Penalty: 5981.082520
	Iteration 38Q: 3 clusters Score -2.200663e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -22006894.000000 Penalty: 5981.082520
	Iteration 39Q: 3 clusters Score -2.200689e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -22007108.000000 Penalty: 5981.082520
	Iteration 40F: 3 clusters Score -2.200711e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -22007242.000000 Penalty: 5981.082520
	Iteration 41Q: 3 clusters Score -2.200724e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -22007382.000000 Penalty: 5981.082520
	Iteration 42Q: 3 clusters Score -2.200738e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -22007560.000000 Penalty: 5981.082520
	Iteration 43Q: 3 clusters Score -2.200756e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -22007688.000000 Penalty: 5981.082520
	Iteration 44Q: 3 clusters Score -2.200769e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -22007868.000000 Penalty: 5981.082520
	Iteration 45Q: 3 clusters Score -2.200787e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -22007962.000000 Penalty: 5981.082520
	Iteration 46Q: 3 clusters Score -2.200796e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -22008072.000000 Penalty: 5981.082520
	Iteration 47Q: 3 clusters Score -2.200807e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -22008102.000000 Penalty: 5981.082520
	Iteration 48Q: 3 clusters Score -2.20081e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156272 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -22008212.000000 Penalty: 5981.082520
	Iteration 49Q: 3 clusters Score -2.200821e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -22008274.000000 Penalty: 5981.082520
	Iteration 50Q: 3 clusters Score -2.200827e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -22008390.000000 Penalty: 5981.082520
	Iteration 51Q: 3 clusters Score -2.200839e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158149 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -22008404.000000 Penalty: 5981.082520
	Iteration 52Q: 3 clusters Score -2.20084e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -22008478.000000 Penalty: 5981.082520
	Iteration 53Q: 3 clusters Score -2.200848e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -22008506.000000 Penalty: 5981.082520
	Iteration 54Q: 3 clusters Score -2.200851e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -22008638.000000 Penalty: 5981.082520
	Iteration 55Q: 3 clusters Score -2.200864e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -22008720.000000 Penalty: 5981.082520
	Iteration 56Q: 3 clusters Score -2.200872e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -22008820.000000 Penalty: 5981.082520
	Iteration 57Q: 3 clusters Score -2.200882e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -22008848.000000 Penalty: 5981.082520
	Iteration 58Q: 3 clusters Score -2.200885e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -22008944.000000 Penalty: 5981.082520
	Iteration 59Q: 3 clusters Score -2.200894e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -22008986.000000 Penalty: 5981.082520
	Iteration 60F: 3 clusters Score -2.200899e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162337 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -22009082.000000 Penalty: 5981.082520
	Iteration 61Q: 3 clusters Score -2.200908e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -22009052.000000 Penalty: 5981.082520
	Iteration 62Q: 3 clusters Score -2.200905e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -22009094.000000 Penalty: 5981.082520
	Iteration 63Q: 3 clusters Score -2.200909e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -22009094.000000 Penalty: 5981.082520
	Iteration 64Q: 3 clusters Score -2.200909e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -22009152.000000 Penalty: 5981.082520
	Iteration 65Q: 3 clusters Score -2.200915e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -22009212.000000 Penalty: 5981.082520
	Iteration 66Q: 3 clusters Score -2.200921e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -22009236.000000 Penalty: 5981.082520
	Iteration 67Q: 3 clusters Score -2.200924e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164479 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -22009230.000000 Penalty: 5981.082520
	Iteration 68Q: 3 clusters Score -2.200923e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -22009274.000000 Penalty: 5981.082520
	Iteration 69Q: 3 clusters Score -2.200927e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -22009294.000000 Penalty: 5981.082520
	Iteration 70Q: 3 clusters Score -2.200929e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -22009356.000000 Penalty: 5981.082520
	Iteration 71Q: 3 clusters Score -2.200936e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -22009356.000000 Penalty: 5981.082520
	Iteration 72Q: 3 clusters Score -2.200936e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -22009372.000000 Penalty: 5981.082520
	Iteration 73Q: 3 clusters Score -2.200937e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -22009404.000000 Penalty: 5981.082520
	Iteration 74Q: 3 clusters Score -2.20094e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -22009404.000000 Penalty: 5981.082520
	Iteration 75Q: 3 clusters Score -2.20094e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -22009386.000000 Penalty: 5981.082520
	Iteration 76Q: 3 clusters Score -2.200939e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -22009366.000000 Penalty: 5981.082520
	Iteration 77Q: 3 clusters Score -2.200937e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -22009356.000000 Penalty: 5981.082520
	Iteration 78Q: 3 clusters Score -2.200936e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -22009286.000000 Penalty: 5981.082520
	Iteration 79Q: 3 clusters Score -2.200929e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -22009296.000000 Penalty: 5981.082520
	Iteration 80F: 3 clusters Score -2.20093e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -22009338.000000 Penalty: 5981.082520
	Iteration 81Q: 3 clusters Score -2.200934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -22009354.000000 Penalty: 5981.082520
	Iteration 82Q: 3 clusters Score -2.200935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166464 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -22009352.000000 Penalty: 5981.082520
	Iteration 83Q: 3 clusters Score -2.200935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -22009386.000000 Penalty: 5981.082520
	Iteration 84Q: 3 clusters Score -2.200939e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -22009382.000000 Penalty: 5981.082520
	Iteration 85Q: 3 clusters Score -2.200938e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -22009374.000000 Penalty: 5981.082520
	Iteration 86Q: 3 clusters Score -2.200937e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -22009362.000000 Penalty: 5981.082520
	Iteration 87Q: 3 clusters Score -2.200936e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -22009360.000000 Penalty: 5981.082520
	Iteration 88Q: 3 clusters Score -2.200936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -22009344.000000 Penalty: 5981.082520
	Iteration 89Q: 3 clusters Score -2.200934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -22009306.000000 Penalty: 5981.082520
	Iteration 90Q: 3 clusters Score -2.200931e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -22009308.000000 Penalty: 5981.082520
	Iteration 91Q: 3 clusters Score -2.200931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -22009316.000000 Penalty: 5981.082520
	Iteration 92Q: 3 clusters Score -2.200932e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167115 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -22009302.000000 Penalty: 5981.082520
	Iteration 93Q: 3 clusters Score -2.20093e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -22009294.000000 Penalty: 5981.082520
	Iteration 94Q: 3 clusters Score -2.200929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167210 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -22009282.000000 Penalty: 5981.082520
	Iteration 95Q: 3 clusters Score -2.200928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -22009282.000000 Penalty: 5981.082520
	Iteration 96Q: 3 clusters Score -2.200928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -22009286.000000 Penalty: 5981.082520
	Iteration 97Q: 3 clusters Score -2.200929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -22009270.000000 Penalty: 5981.082520
	Iteration 98Q: 3 clusters Score -2.200927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -22009280.000000 Penalty: 5981.082520
	Iteration 99Q: 3 clusters Score -2.200928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -22009272.000000 Penalty: 5981.082520
	Iteration 100F: 3 clusters Score -2.200927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -22009282.000000 Penalty: 5981.082520
	Iteration 101Q: 3 clusters Score -2.200928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -22009290.000000 Penalty: 5981.082520
	Iteration 102Q: 3 clusters Score -2.200929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -22009276.000000 Penalty: 5981.082520
	Iteration 103Q: 3 clusters Score -2.200928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -22009266.000000 Penalty: 5981.082520
	Iteration 104Q: 3 clusters Score -2.200927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -22009278.000000 Penalty: 5981.082520
	Iteration 105Q: 3 clusters Score -2.200928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -22009282.000000 Penalty: 5981.082520
	Iteration 106Q: 3 clusters Score -2.200928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -22009290.000000 Penalty: 5981.082520
	Iteration 107Q: 3 clusters Score -2.200929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -22009296.000000 Penalty: 5981.082520
	Iteration 108Q: 3 clusters Score -2.20093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -22009278.000000 Penalty: 5981.082520
	Iteration 109Q: 3 clusters Score -2.200928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22009242.000000 Penalty: 5981.082520
	Iteration 110Q: 3 clusters Score -2.200924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -22009240.000000 Penalty: 5981.082520
	Iteration 111Q: 3 clusters Score -2.200924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -22009236.000000 Penalty: 5981.082520
	Iteration 112Q: 3 clusters Score -2.200924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -22009224.000000 Penalty: 5981.082520
	Iteration 113Q: 3 clusters Score -2.200922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -22009222.000000 Penalty: 5981.082520
	Iteration 114Q: 3 clusters Score -2.200922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -22009244.000000 Penalty: 5981.082520
	Iteration 115Q: 3 clusters Score -2.200924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -22009260.000000 Penalty: 5981.082520
	Iteration 116Q: 3 clusters Score -2.200926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -22009250.000000 Penalty: 5981.082520
	Iteration 117Q: 3 clusters Score -2.200925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -22009246.000000 Penalty: 5981.082520
	Iteration 118Q: 3 clusters Score -2.200925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167661 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -22009254.000000 Penalty: 5981.082520
	Iteration 119Q: 3 clusters Score -2.200925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -22009260.000000 Penalty: 5981.082520
	Iteration 120F: 3 clusters Score -2.200926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -22009250.000000 Penalty: 5981.082520
	Iteration 121Q: 3 clusters Score -2.200925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -22009250.000000 Penalty: 5981.082520
	Iteration 122Q: 3 clusters Score -2.200925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -22009230.000000 Penalty: 5981.082520
	Iteration 123Q: 3 clusters Score -2.200923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -22009238.000000 Penalty: 5981.082520
	Iteration 124Q: 3 clusters Score -2.200924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -22009244.000000 Penalty: 5981.082520
	Iteration 125Q: 3 clusters Score -2.200924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -22009236.000000 Penalty: 5981.082520
	Iteration 126Q: 3 clusters Score -2.200924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22009234.000000 Penalty: 5981.082520
	Iteration 127Q: 3 clusters Score -2.200923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22009234.000000 Penalty: 5981.082520
	Iteration 128F: 3 clusters Score -2.200923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Entering Unmasked Estep 
Score: -2081848.750000 Penalty: 2400.384277
	Iteration 0F: 2 clusters Score -2081849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2070372.875000 Penalty: 4800.768555
	Iteration 0F: 3 clusters Score -2070373 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2074135.625000 Penalty: 4800.768555
	Iteration 1F: 3 clusters Score -2074136 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2074611.000000 Penalty: 4800.768555
	Iteration 2F: 3 clusters Score -2074611 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2075063.125000 Penalty: 4800.768555
	Iteration 3F: 3 clusters Score -2075063 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2075527.375000 Penalty: 4800.768555
	Iteration 4F: 3 clusters Score -2075527 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2076047.750000 Penalty: 4800.768555
	Iteration 5F: 3 clusters Score -2076048 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2076710.875000 Penalty: 4800.768555
	Iteration 6F: 3 clusters Score -2076711 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2077475.875000 Penalty: 4800.768555
	Iteration 7F: 3 clusters Score -2077476 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2078269.000000 Penalty: 4800.768555
	Iteration 8F: 3 clusters Score -2078269 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2078812.625000 Penalty: 4800.768555
	Iteration 9Q: 3 clusters Score -2078813 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2079063.125000 Penalty: 4800.768555
	Iteration 10Q: 3 clusters Score -2079063 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2079196.375000 Penalty: 4800.768555
	Iteration 11Q: 3 clusters Score -2079196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2079253.500000 Penalty: 4800.768555
	Iteration 12Q: 3 clusters Score -2079254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2079288.375000 Penalty: 4800.768555
	Iteration 13Q: 3 clusters Score -2079288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2079324.875000 Penalty: 4800.768555
	Iteration 14Q: 3 clusters Score -2079325 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2079341.125000 Penalty: 4800.768555
	Iteration 15Q: 3 clusters Score -2079341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2079359.625000 Penalty: 4800.768555
	Iteration 16Q: 3 clusters Score -2079360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2079380.500000 Penalty: 4800.768555
	Iteration 17Q: 3 clusters Score -2079380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2079397.875000 Penalty: 4800.768555
	Iteration 18Q: 3 clusters Score -2079398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2079412.875000 Penalty: 4800.768555
	Iteration 19Q: 3 clusters Score -2079413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2079423.375000 Penalty: 4800.768555
	Iteration 20F: 3 clusters Score -2079423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2079437.125000 Penalty: 4800.768555
	Iteration 21Q: 3 clusters Score -2079437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2079448.125000 Penalty: 4800.768555
	Iteration 22Q: 3 clusters Score -2079448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2079457.875000 Penalty: 4800.768555
	Iteration 23Q: 3 clusters Score -2079458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2079465.000000 Penalty: 4800.768555
	Iteration 24Q: 3 clusters Score -2079465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2079464.500000 Penalty: 4800.768555
	Iteration 25Q: 3 clusters Score -2079464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2079473.500000 Penalty: 4800.768555
	Iteration 26Q: 3 clusters Score -2079474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2079479.875000 Penalty: 4800.768555
	Iteration 27Q: 3 clusters Score -2079480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2079489.125000 Penalty: 4800.768555
	Iteration 28Q: 3 clusters Score -2079489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2079498.000000 Penalty: 4800.768555
	Iteration 29Q: 3 clusters Score -2079498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2079504.250000 Penalty: 4800.768555
	Iteration 30Q: 3 clusters Score -2079504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2079510.375000 Penalty: 4800.768555
	Iteration 31Q: 3 clusters Score -2079510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2079531.875000 Penalty: 4800.768555
	Iteration 32Q: 3 clusters Score -2079532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2079535.875000 Penalty: 4800.768555
	Iteration 33Q: 3 clusters Score -2079536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2079543.250000 Penalty: 4800.768555
	Iteration 34Q: 3 clusters Score -2079543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2079547.500000 Penalty: 4800.768555
	Iteration 35Q: 3 clusters Score -2079548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2079548.750000 Penalty: 4800.768555
	Iteration 36Q: 3 clusters Score -2079549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2079549.750000 Penalty: 4800.768555
	Iteration 37Q: 3 clusters Score -2079550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2079557.500000 Penalty: 4800.768555
	Iteration 38Q: 3 clusters Score -2079558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2079561.000000 Penalty: 4800.768555
	Iteration 39Q: 3 clusters Score -2079561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2079561.500000 Penalty: 4800.768555
	Iteration 40F: 3 clusters Score -2079562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2079565.625000 Penalty: 4800.768555
	Iteration 41Q: 3 clusters Score -2079566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2079565.250000 Penalty: 4800.768555
	Iteration 42Q: 3 clusters Score -2079565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2079565.750000 Penalty: 4800.768555
	Iteration 43Q: 3 clusters Score -2079566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2079567.125000 Penalty: 4800.768555
	Iteration 44Q: 3 clusters Score -2079567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2079574.875000 Penalty: 4800.768555
	Iteration 45Q: 3 clusters Score -2079575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2079571.375000 Penalty: 4800.768555
	Iteration 46Q: 3 clusters Score -2079571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2079577.500000 Penalty: 4800.768555
	Iteration 47Q: 3 clusters Score -2079578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2079581.000000 Penalty: 4800.768555
	Iteration 48Q: 3 clusters Score -2079581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2079587.750000 Penalty: 4800.768555
	Iteration 49Q: 3 clusters Score -2079588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2079587.500000 Penalty: 4800.768555
	Iteration 50Q: 3 clusters Score -2079588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2079592.625000 Penalty: 4800.768555
	Iteration 51Q: 3 clusters Score -2079593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2079589.500000 Penalty: 4800.768555
	Iteration 52Q: 3 clusters Score -2079590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2079591.500000 Penalty: 4800.768555
	Iteration 53Q: 3 clusters Score -2079592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2079597.875000 Penalty: 4800.768555
	Iteration 54Q: 3 clusters Score -2079598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2079599.375000 Penalty: 4800.768555
	Iteration 55Q: 3 clusters Score -2079599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2079600.750000 Penalty: 4800.768555
	Iteration 56Q: 3 clusters Score -2079601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2079599.875000 Penalty: 4800.768555
	Iteration 57Q: 3 clusters Score -2079600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2079602.000000 Penalty: 4800.768555
	Iteration 58Q: 3 clusters Score -2079602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2079606.875000 Penalty: 4800.768555
	Iteration 59Q: 3 clusters Score -2079607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2079609.500000 Penalty: 4800.768555
	Iteration 60F: 3 clusters Score -2079610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2079608.875000 Penalty: 4800.768555
	Iteration 61Q: 3 clusters Score -2079609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2079612.875000 Penalty: 4800.768555
	Iteration 62Q: 3 clusters Score -2079613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2079616.500000 Penalty: 4800.768555
	Iteration 63Q: 3 clusters Score -2079616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2079613.750000 Penalty: 4800.768555
	Iteration 64Q: 3 clusters Score -2079614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2079615.750000 Penalty: 4800.768555
	Iteration 65Q: 3 clusters Score -2079616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2079614.250000 Penalty: 4800.768555
	Iteration 66Q: 3 clusters Score -2079614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2079613.375000 Penalty: 4800.768555
	Iteration 67Q: 3 clusters Score -2079613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2079617.750000 Penalty: 4800.768555
	Iteration 68Q: 3 clusters Score -2079618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2079619.000000 Penalty: 4800.768555
	Iteration 69Q: 3 clusters Score -2079619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2079618.625000 Penalty: 4800.768555
	Iteration 70Q: 3 clusters Score -2079619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2079619.625000 Penalty: 4800.768555
	Iteration 71Q: 3 clusters Score -2079620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2079620.250000 Penalty: 4800.768555
	Iteration 72Q: 3 clusters Score -2079620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2079621.250000 Penalty: 4800.768555
	Iteration 73Q: 3 clusters Score -2079621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2079623.125000 Penalty: 4800.768555
	Iteration 74Q: 3 clusters Score -2079623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2079620.125000 Penalty: 4800.768555
	Iteration 75Q: 3 clusters Score -2079620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2079622.625000 Penalty: 4800.768555
	Iteration 76Q: 3 clusters Score -2079623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2079626.125000 Penalty: 4800.768555
	Iteration 77Q: 3 clusters Score -2079626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2079629.125000 Penalty: 4800.768555
	Iteration 78Q: 3 clusters Score -2079629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2079635.375000 Penalty: 4800.768555
	Iteration 79Q: 3 clusters Score -2079635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2079634.750000 Penalty: 4800.768555
	Iteration 80F: 3 clusters Score -2079635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2079634.875000 Penalty: 4800.768555
	Iteration 81Q: 3 clusters Score -2079635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2079637.500000 Penalty: 4800.768555
	Iteration 82Q: 3 clusters Score -2079638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2079635.750000 Penalty: 4800.768555
	Iteration 83Q: 3 clusters Score -2079636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2079637.125000 Penalty: 4800.768555
	Iteration 84Q: 3 clusters Score -2079637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2079638.500000 Penalty: 4800.768555
	Iteration 85Q: 3 clusters Score -2079638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2079641.750000 Penalty: 4800.768555
	Iteration 86Q: 3 clusters Score -2079642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2079637.875000 Penalty: 4800.768555
	Iteration 87Q: 3 clusters Score -2079638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2079638.750000 Penalty: 4800.768555
	Iteration 88Q: 3 clusters Score -2079639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2079641.750000 Penalty: 4800.768555
	Iteration 89Q: 3 clusters Score -2079642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2079641.250000 Penalty: 4800.768555
	Iteration 90Q: 3 clusters Score -2079641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2079644.250000 Penalty: 4800.768555
	Iteration 91Q: 3 clusters Score -2079644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2079647.375000 Penalty: 4800.768555
	Iteration 92Q: 3 clusters Score -2079647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2079646.000000 Penalty: 4800.768555
	Iteration 93Q: 3 clusters Score -2079646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2079646.375000 Penalty: 4800.768555
	Iteration 94Q: 3 clusters Score -2079646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2079640.500000 Penalty: 4800.768555
	Iteration 95Q: 3 clusters Score -2079640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2079646.625000 Penalty: 4800.768555
	Iteration 96Q: 3 clusters Score -2079647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2079645.375000 Penalty: 4800.768555
	Iteration 97Q: 3 clusters Score -2079645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2079648.125000 Penalty: 4800.768555
	Iteration 98Q: 3 clusters Score -2079648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2079649.000000 Penalty: 4800.768555
	Iteration 99Q: 3 clusters Score -2079649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2079649.875000 Penalty: 4800.768555
	Iteration 100F: 3 clusters Score -2079650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2079647.500000 Penalty: 4800.768555
	Iteration 101Q: 3 clusters Score -2079648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2079648.500000 Penalty: 4800.768555
	Iteration 102Q: 3 clusters Score -2079648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2079651.500000 Penalty: 4800.768555
	Iteration 103Q: 3 clusters Score -2079652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2079651.000000 Penalty: 4800.768555
	Iteration 104Q: 3 clusters Score -2079651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2079651.000000 Penalty: 4800.768555
	Iteration 105F: 3 clusters Score -2079651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (239731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239731 members 
Entering Unmasked Estep 
Score: -30640020.000000 Penalty: 3072.043701
	Iteration 0F: 2 clusters Score -3.064002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -30540852.000000 Penalty: 6144.087402
	Iteration 0F: 3 clusters Score -3.054085e+07 nChanged 116033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -30609662.000000 Penalty: 6144.087402
	Iteration 1F: 3 clusters Score -3.060966e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111195 members 
Mstep: Class 2 contains 128536 members 
Entering Unmasked Estep 
Score: -30610978.000000 Penalty: 6144.087402
	Iteration 2Q: 3 clusters Score -3.061098e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -30612942.000000 Penalty: 6144.087402
	Iteration 3Q: 3 clusters Score -3.061294e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -30616338.000000 Penalty: 6144.087402
	Iteration 4Q: 3 clusters Score -3.061634e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -30621744.000000 Penalty: 6144.087402
	Iteration 5Q: 3 clusters Score -3.062174e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -30628552.000000 Penalty: 6144.087402
	Iteration 6F: 3 clusters Score -3.062855e+07 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -30635670.000000 Penalty: 6144.087402
	Iteration 7F: 3 clusters Score -3.063567e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 181373 members 
Entering Unmasked Estep 
Score: -30641058.000000 Penalty: 6144.087402
	Iteration 8F: 3 clusters Score -3.064106e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 184453 members 
Entering Unmasked Estep 
Score: -30644886.000000 Penalty: 6144.087402
	Iteration 9F: 3 clusters Score -3.064489e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 183928 members 
Entering Unmasked Estep 
Score: -30647914.000000 Penalty: 6144.087402
	Iteration 10Q: 3 clusters Score -3.064791e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 181915 members 
Entering Unmasked Estep 
Score: -30649600.000000 Penalty: 6144.087402
	Iteration 11Q: 3 clusters Score -3.06496e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 179461 members 
Entering Unmasked Estep 
Score: -30650642.000000 Penalty: 6144.087402
	Iteration 12Q: 3 clusters Score -3.065064e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -30651268.000000 Penalty: 6144.087402
	Iteration 13Q: 3 clusters Score -3.065127e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -30651404.000000 Penalty: 6144.087402
	Iteration 14Q: 3 clusters Score -3.06514e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -30651878.000000 Penalty: 6144.087402
	Iteration 15Q: 3 clusters Score -3.065188e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -30652570.000000 Penalty: 6144.087402
	Iteration 16Q: 3 clusters Score -3.065257e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -30653182.000000 Penalty: 6144.087402
	Iteration 17Q: 3 clusters Score -3.065318e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -30653602.000000 Penalty: 6144.087402
	Iteration 18Q: 3 clusters Score -3.06536e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -30654082.000000 Penalty: 6144.087402
	Iteration 19Q: 3 clusters Score -3.065408e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 156752 members 
Entering Unmasked Estep 
Score: -30654364.000000 Penalty: 6144.087402
	Iteration 20F: 3 clusters Score -3.065436e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -30654828.000000 Penalty: 6144.087402
	Iteration 21Q: 3 clusters Score -3.065483e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 151375 members 
Entering Unmasked Estep 
Score: -30655056.000000 Penalty: 6144.087402
	Iteration 22Q: 3 clusters Score -3.065506e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -30654998.000000 Penalty: 6144.087402
	Iteration 23Q: 3 clusters Score -3.0655e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -30655110.000000 Penalty: 6144.087402
	Iteration 24Q: 3 clusters Score -3.065511e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -30655420.000000 Penalty: 6144.087402
	Iteration 25Q: 3 clusters Score -3.065542e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -30655662.000000 Penalty: 6144.087402
	Iteration 26Q: 3 clusters Score -3.065566e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -30655800.000000 Penalty: 6144.087402
	Iteration 27Q: 3 clusters Score -3.06558e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -30655898.000000 Penalty: 6144.087402
	Iteration 28Q: 3 clusters Score -3.06559e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -30656146.000000 Penalty: 6144.087402
	Iteration 29Q: 3 clusters Score -3.065615e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 129985 members 
Entering Unmasked Estep 
Score: -30656388.000000 Penalty: 6144.087402
	Iteration 30Q: 3 clusters Score -3.065639e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -30656370.000000 Penalty: 6144.087402
	Iteration 31Q: 3 clusters Score -3.065637e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 123805 members 
Entering Unmasked Estep 
Score: -30656484.000000 Penalty: 6144.087402
	Iteration 32Q: 3 clusters Score -3.065648e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -30656576.000000 Penalty: 6144.087402
	Iteration 33Q: 3 clusters Score -3.065658e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -30656638.000000 Penalty: 6144.087402
	Iteration 34Q: 3 clusters Score -3.065664e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -30656656.000000 Penalty: 6144.087402
	Iteration 35Q: 3 clusters Score -3.065666e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -30657052.000000 Penalty: 6144.087402
	Iteration 36Q: 3 clusters Score -3.065705e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -30657478.000000 Penalty: 6144.087402
	Iteration 37Q: 3 clusters Score -3.065748e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -30657804.000000 Penalty: 6144.087402
	Iteration 38Q: 3 clusters Score -3.06578e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -30658004.000000 Penalty: 6144.087402
	Iteration 39Q: 3 clusters Score -3.0658e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -30658096.000000 Penalty: 6144.087402
	Iteration 40F: 3 clusters Score -3.06581e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -30657974.000000 Penalty: 6144.087402
	Iteration 41Q: 3 clusters Score -3.065797e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179340 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -30657364.000000 Penalty: 6144.087402
	Iteration 42F: 3 clusters Score -3.065736e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -30654074.000000 Penalty: 6144.087402
	Iteration 43F: 3 clusters Score -3.065407e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207182 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -30650214.000000 Penalty: 6144.087402
	Iteration 44F: 3 clusters Score -3.065021e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216172 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -30646174.000000 Penalty: 6144.087402
	Iteration 45Q: 3 clusters Score -3.064617e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221765 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -30643884.000000 Penalty: 6144.087402
	Iteration 46Q: 3 clusters Score -3.064388e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225481 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -30642428.000000 Penalty: 6144.087402
	Iteration 47Q: 3 clusters Score -3.064243e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228190 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -30641254.000000 Penalty: 6144.087402
	Iteration 48Q: 3 clusters Score -3.064125e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230239 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -30640604.000000 Penalty: 6144.087402
	Iteration 49Q: 3 clusters Score -3.06406e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231810 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -30640160.000000 Penalty: 6144.087402
	Iteration 50Q: 3 clusters Score -3.064016e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233084 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -30639828.000000 Penalty: 6144.087402
	Iteration 51Q: 3 clusters Score -3.063983e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234085 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -30639512.000000 Penalty: 6144.087402
	Iteration 52Q: 3 clusters Score -3.063951e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234902 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -30639236.000000 Penalty: 6144.087402
	Iteration 53Q: 3 clusters Score -3.063924e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235541 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -30639098.000000 Penalty: 6144.087402
	Iteration 54Q: 3 clusters Score -3.06391e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236070 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -30638930.000000 Penalty: 6144.087402
	Iteration 55Q: 3 clusters Score -3.063893e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236527 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -30638776.000000 Penalty: 6144.087402
	Iteration 56Q: 3 clusters Score -3.063878e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236896 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -30638698.000000 Penalty: 6144.087402
	Iteration 57Q: 3 clusters Score -3.06387e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237189 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -30638622.000000 Penalty: 6144.087402
	Iteration 58Q: 3 clusters Score -3.063862e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237406 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -30638594.000000 Penalty: 6144.087402
	Iteration 59Q: 3 clusters Score -3.063859e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237593 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -30638538.000000 Penalty: 6144.087402
	Iteration 60F: 3 clusters Score -3.063854e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237754 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -30638460.000000 Penalty: 6144.087402
	Iteration 61Q: 3 clusters Score -3.063846e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237891 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -30638390.000000 Penalty: 6144.087402
	Iteration 62Q: 3 clusters Score -3.063839e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237997 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -30638386.000000 Penalty: 6144.087402
	Iteration 63Q: 3 clusters Score -3.063839e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238080 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -30638358.000000 Penalty: 6144.087402
	Iteration 64Q: 3 clusters Score -3.063836e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238142 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -30638338.000000 Penalty: 6144.087402
	Iteration 65Q: 3 clusters Score -3.063834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -30638334.000000 Penalty: 6144.087402
	Iteration 66Q: 3 clusters Score -3.063833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238219 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -30638304.000000 Penalty: 6144.087402
	Iteration 67Q: 3 clusters Score -3.06383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238257 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -30638258.000000 Penalty: 6144.087402
	Iteration 68Q: 3 clusters Score -3.063826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238284 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -30638248.000000 Penalty: 6144.087402
	Iteration 69Q: 3 clusters Score -3.063825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238308 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -30638252.000000 Penalty: 6144.087402
	Iteration 70Q: 3 clusters Score -3.063825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238330 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30638236.000000 Penalty: 6144.087402
	Iteration 71Q: 3 clusters Score -3.063824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238344 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -30638232.000000 Penalty: 6144.087402
	Iteration 72Q: 3 clusters Score -3.063823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238354 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -30638220.000000 Penalty: 6144.087402
	Iteration 73Q: 3 clusters Score -3.063822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238364 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -30638238.000000 Penalty: 6144.087402
	Iteration 74Q: 3 clusters Score -3.063824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238374 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -30638228.000000 Penalty: 6144.087402
	Iteration 75Q: 3 clusters Score -3.063823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238383 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -30638232.000000 Penalty: 6144.087402
	Iteration 76Q: 3 clusters Score -3.063823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238394 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -30638206.000000 Penalty: 6144.087402
	Iteration 77Q: 3 clusters Score -3.063821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238406 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -30638192.000000 Penalty: 6144.087402
	Iteration 78Q: 3 clusters Score -3.063819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238417 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -30638186.000000 Penalty: 6144.087402
	Iteration 79Q: 3 clusters Score -3.063819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238431 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -30638180.000000 Penalty: 6144.087402
	Iteration 80F: 3 clusters Score -3.063818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238448 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -30638164.000000 Penalty: 6144.087402
	Iteration 81Q: 3 clusters Score -3.063816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238462 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -30638162.000000 Penalty: 6144.087402
	Iteration 82Q: 3 clusters Score -3.063816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238472 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -30638154.000000 Penalty: 6144.087402
	Iteration 83Q: 3 clusters Score -3.063815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238480 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -30638170.000000 Penalty: 6144.087402
	Iteration 84Q: 3 clusters Score -3.063817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238484 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -30638152.000000 Penalty: 6144.087402
	Iteration 85Q: 3 clusters Score -3.063815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238486 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -30638146.000000 Penalty: 6144.087402
	Iteration 86Q: 3 clusters Score -3.063815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238488 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -30638162.000000 Penalty: 6144.087402
	Iteration 87Q: 3 clusters Score -3.063816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238490 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -30638160.000000 Penalty: 6144.087402
	Iteration 88Q: 3 clusters Score -3.063816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -30638150.000000 Penalty: 6144.087402
	Iteration 89Q: 3 clusters Score -3.063815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -30638150.000000 Penalty: 6144.087402
	Iteration 90F: 3 clusters Score -3.063815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -138142.656250 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -138142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136071.953125 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -136072 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136508.843750 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -136508.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137040.687500 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -137040.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137361.953125 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -137362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -137656.156250 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -137656.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -137881.687500 Penalty: 3495.136963
	Iteration 5F: 3 clusters Score -137881.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -138043.062500 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -138043.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -138164.390625 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -138164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -138200.062500 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -138200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -138222.265625 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -138222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138236.125000 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -138236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -138248.187500 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -138248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -138255.625000 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -138255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -138262.984375 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -138263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -138275.187500 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -138275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -138285.359375 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -138285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -138291.437500 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -138291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -138291.437500 Penalty: 3495.136963
	Iteration 17F: 3 clusters Score -138291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172583 members 
Mstep: Class 7 contains 15978 members 
Mstep: Class 8 contains 239731 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 49008 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54897 members 
Mstep: Class 16 contains 148229 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31448 members 
Mstep: Class 21 contains 42553 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116055976.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116057272.000000 to -116055976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (49008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Entering Unmasked Estep 
Score: -6322218.000000 Penalty: 2678.335205
	Iteration 0F: 2 clusters Score -6322218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6289285.500000 Penalty: 5356.670410
	Iteration 0F: 3 clusters Score -6289286 nChanged 22557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6301545.500000 Penalty: 5356.670410
	Iteration 1F: 3 clusters Score -6301546 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -6302294.000000 Penalty: 5356.670410
	Iteration 2Q: 3 clusters Score -6302294 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -6303153.500000 Penalty: 5356.670410
	Iteration 3Q: 3 clusters Score -6303154 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6304352.000000 Penalty: 5356.670410
	Iteration 4F: 3 clusters Score -6304352 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -6306152.000000 Penalty: 5356.670410
	Iteration 5F: 3 clusters Score -6306152 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -6308963.500000 Penalty: 5356.670410
	Iteration 6F: 3 clusters Score -6308964 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6312465.500000 Penalty: 5356.670410
	Iteration 7F: 3 clusters Score -6312466 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6315899.500000 Penalty: 5356.670410
	Iteration 8F: 3 clusters Score -6315900 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6318089.000000 Penalty: 5356.670410
	Iteration 9Q: 3 clusters Score -6318089 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6319104.500000 Penalty: 5356.670410
	Iteration 10Q: 3 clusters Score -6319104 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6319511.500000 Penalty: 5356.670410
	Iteration 11Q: 3 clusters Score -6319512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6319664.000000 Penalty: 5356.670410
	Iteration 12Q: 3 clusters Score -6319664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6319742.500000 Penalty: 5356.670410
	Iteration 13Q: 3 clusters Score -6319742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6319781.000000 Penalty: 5356.670410
	Iteration 14Q: 3 clusters Score -6319781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6319803.000000 Penalty: 5356.670410
	Iteration 15Q: 3 clusters Score -6319803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6319827.000000 Penalty: 5356.670410
	Iteration 16Q: 3 clusters Score -6319827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6319834.500000 Penalty: 5356.670410
	Iteration 17Q: 3 clusters Score -6319834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6319842.500000 Penalty: 5356.670410
	Iteration 18Q: 3 clusters Score -6319842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6319840.000000 Penalty: 5356.670410
	Iteration 19Q: 3 clusters Score -6319840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6319849.000000 Penalty: 5356.670410
	Iteration 20F: 3 clusters Score -6319849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6319857.500000 Penalty: 5356.670410
	Iteration 21Q: 3 clusters Score -6319858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6319868.000000 Penalty: 5356.670410
	Iteration 22Q: 3 clusters Score -6319868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6319867.500000 Penalty: 5356.670410
	Iteration 23Q: 3 clusters Score -6319868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6319869.000000 Penalty: 5356.670410
	Iteration 24Q: 3 clusters Score -6319869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6319869.000000 Penalty: 5356.670410
	Iteration 25F: 3 clusters Score -6319869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -350853.281250 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -350853.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -347700.125000 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -347700.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -348288.500000 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -348288.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -348437.093750 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -348437.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348529.031250 Penalty: 3934.451660
	Iteration 3Q: 3 clusters Score -348529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -348600.000000 Penalty: 3934.451660
	Iteration 4Q: 3 clusters Score -348600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -348676.812500 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -348676.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -348739.812500 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -348739.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -348816.125000 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -348816.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -348893.937500 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -348893.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -348973.000000 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -348973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -349060.250000 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -349060.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -349139.468750 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -349139.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -349199.093750 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -349199.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -349245.406250 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -349245.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -349278.781250 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -349278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -349299.437500 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -349299.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -349318.906250 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -349318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -349335.156250 Penalty: 3934.451660
	Iteration 17Q: 3 clusters Score -349335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -349338.250000 Penalty: 3934.451660
	Iteration 18Q: 3 clusters Score -349338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -349338.906250 Penalty: 3934.451660
	Iteration 19Q: 3 clusters Score -349338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -349339.656250 Penalty: 3934.451660
	Iteration 20F: 3 clusters Score -349339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Entering Unmasked Estep 
Score: -715713.312500 Penalty: 2153.017090
	Iteration 0F: 2 clusters Score -715713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -710655.687500 Penalty: 4306.034180
	Iteration 0F: 3 clusters Score -710655.7 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -711860.250000 Penalty: 4306.034180
	Iteration 1F: 3 clusters Score -711860.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -712101.250000 Penalty: 4306.034180
	Iteration 2F: 3 clusters Score -712101.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -712260.125000 Penalty: 4306.034180
	Iteration 3F: 3 clusters Score -712260.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -712378.125000 Penalty: 4306.034180
	Iteration 4Q: 3 clusters Score -712378.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -712479.312500 Penalty: 4306.034180
	Iteration 5Q: 3 clusters Score -712479.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -712556.687500 Penalty: 4306.034180
	Iteration 6Q: 3 clusters Score -712556.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -712617.000000 Penalty: 4306.034180
	Iteration 7Q: 3 clusters Score -712617 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -712674.500000 Penalty: 4306.034180
	Iteration 8Q: 3 clusters Score -712674.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -712732.062500 Penalty: 4306.034180
	Iteration 9Q: 3 clusters Score -712732.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -712781.062500 Penalty: 4306.034180
	Iteration 10Q: 3 clusters Score -712781.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -712840.812500 Penalty: 4306.034180
	Iteration 11Q: 3 clusters Score -712840.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -712901.125000 Penalty: 4306.034180
	Iteration 12Q: 3 clusters Score -712901.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -712965.687500 Penalty: 4306.034180
	Iteration 13Q: 3 clusters Score -712965.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -713013.000000 Penalty: 4306.034180
	Iteration 14Q: 3 clusters Score -713013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -713057.500000 Penalty: 4306.034180
	Iteration 15Q: 3 clusters Score -713057.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -713103.812500 Penalty: 4306.034180
	Iteration 16Q: 3 clusters Score -713103.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -713159.437500 Penalty: 4306.034180
	Iteration 17Q: 3 clusters Score -713159.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -713209.625000 Penalty: 4306.034180
	Iteration 18Q: 3 clusters Score -713209.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -713259.625000 Penalty: 4306.034180
	Iteration 19Q: 3 clusters Score -713259.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -713323.250000 Penalty: 4306.034180
	Iteration 20F: 3 clusters Score -713323.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -713379.062500 Penalty: 4306.034180
	Iteration 21Q: 3 clusters Score -713379.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -713437.687500 Penalty: 4306.034180
	Iteration 22Q: 3 clusters Score -713437.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -713498.250000 Penalty: 4306.034180
	Iteration 23Q: 3 clusters Score -713498.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -713563.062500 Penalty: 4306.034180
	Iteration 24Q: 3 clusters Score -713563.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -713636.875000 Penalty: 4306.034180
	Iteration 25Q: 3 clusters Score -713636.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -713725.250000 Penalty: 4306.034180
	Iteration 26Q: 3 clusters Score -713725.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -713801.625000 Penalty: 4306.034180
	Iteration 27Q: 3 clusters Score -713801.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -713860.750000 Penalty: 4306.034180
	Iteration 28Q: 3 clusters Score -713860.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -713921.437500 Penalty: 4306.034180
	Iteration 29Q: 3 clusters Score -713921.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -713963.312500 Penalty: 4306.034180
	Iteration 30Q: 3 clusters Score -713963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -713987.875000 Penalty: 4306.034180
	Iteration 31Q: 3 clusters Score -713987.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -714005.062500 Penalty: 4306.034180
	Iteration 32Q: 3 clusters Score -714005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -714023.187500 Penalty: 4306.034180
	Iteration 33Q: 3 clusters Score -714023.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -714035.562500 Penalty: 4306.034180
	Iteration 34Q: 3 clusters Score -714035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -714039.062500 Penalty: 4306.034180
	Iteration 35Q: 3 clusters Score -714039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -714044.125000 Penalty: 4306.034180
	Iteration 36Q: 3 clusters Score -714044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -714048.875000 Penalty: 4306.034180
	Iteration 37Q: 3 clusters Score -714048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -714050.812500 Penalty: 4306.034180
	Iteration 38Q: 3 clusters Score -714050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -714054.187500 Penalty: 4306.034180
	Iteration 39Q: 3 clusters Score -714054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -714056.187500 Penalty: 4306.034180
	Iteration 40F: 3 clusters Score -714056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -261807.703125 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -261807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259111.953125 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -259112 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -259589.468750 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -259589.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259737.953125 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -259738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -259823.750000 Penalty: 3791.167480
	Iteration 3Q: 3 clusters Score -259823.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259864.531250 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -259864.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -259889.937500 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -259889.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259907.906250 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -259907.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259917.265625 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -259917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259921.625000 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -259921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259925.203125 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -259925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -259927.562500 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -259927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259932.046875 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -259932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259933.984375 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -259934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259934.937500 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -259934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -259937.328125 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -259937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259938.156250 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -259938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259939.093750 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -259939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259940.156250 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -259940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -259940.343750 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -259940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259940.734375 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -259940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259941.718750 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -259941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259942.500000 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -259942.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259942.500000 Penalty: 3791.167480
	Iteration 22F: 3 clusters Score -259942.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48681.015625 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48681.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47277.070312 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -47277.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47410.183594 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -47410.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47459.320312 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -47459.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47480.437500 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -47480.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47491.324219 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47491.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47493.910156 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47493.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47495.242188 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47495.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47495.242188 Penalty: 3022.410645
	Iteration 7F: 3 clusters Score -47495.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Entering Unmasked Estep 
Score: -6856127.000000 Penalty: 2706.477051
	Iteration 0F: 2 clusters Score -6856127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -6819267.000000 Penalty: 5412.954102
	Iteration 0F: 3 clusters Score -6819267 nChanged 25336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -6833259.500000 Penalty: 5412.954102
	Iteration 1F: 3 clusters Score -6833260 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6833950.500000 Penalty: 5412.954102
	Iteration 2Q: 3 clusters Score -6833950 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -6834702.500000 Penalty: 5412.954102
	Iteration 3Q: 3 clusters Score -6834702 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -6835820.500000 Penalty: 5412.954102
	Iteration 4Q: 3 clusters Score -6835820 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6837537.000000 Penalty: 5412.954102
	Iteration 5F: 3 clusters Score -6837537 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6840043.000000 Penalty: 5412.954102
	Iteration 6F: 3 clusters Score -6840043 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -6843329.000000 Penalty: 5412.954102
	Iteration 7F: 3 clusters Score -6843329 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -6846827.500000 Penalty: 5412.954102
	Iteration 8F: 3 clusters Score -6846828 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -6849548.000000 Penalty: 5412.954102
	Iteration 9F: 3 clusters Score -6849548 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6851446.500000 Penalty: 5412.954102
	Iteration 10Q: 3 clusters Score -6851446 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6852474.500000 Penalty: 5412.954102
	Iteration 11Q: 3 clusters Score -6852474 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6853066.500000 Penalty: 5412.954102
	Iteration 12Q: 3 clusters Score -6853066 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6853358.000000 Penalty: 5412.954102
	Iteration 13Q: 3 clusters Score -6853358 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6853565.500000 Penalty: 5412.954102
	Iteration 14Q: 3 clusters Score -6853566 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6853677.000000 Penalty: 5412.954102
	Iteration 15Q: 3 clusters Score -6853677 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6853744.500000 Penalty: 5412.954102
	Iteration 16Q: 3 clusters Score -6853744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6853805.500000 Penalty: 5412.954102
	Iteration 17Q: 3 clusters Score -6853806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6853836.000000 Penalty: 5412.954102
	Iteration 18Q: 3 clusters Score -6853836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6853857.500000 Penalty: 5412.954102
	Iteration 19Q: 3 clusters Score -6853858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6853872.500000 Penalty: 5412.954102
	Iteration 20F: 3 clusters Score -6853872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6853894.000000 Penalty: 5412.954102
	Iteration 21Q: 3 clusters Score -6853894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6853914.000000 Penalty: 5412.954102
	Iteration 22Q: 3 clusters Score -6853914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6853928.500000 Penalty: 5412.954102
	Iteration 23Q: 3 clusters Score -6853928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6853944.000000 Penalty: 5412.954102
	Iteration 24Q: 3 clusters Score -6853944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6853959.000000 Penalty: 5412.954102
	Iteration 25Q: 3 clusters Score -6853959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6853977.000000 Penalty: 5412.954102
	Iteration 26Q: 3 clusters Score -6853977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6853988.500000 Penalty: 5412.954102
	Iteration 27Q: 3 clusters Score -6853988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6854004.500000 Penalty: 5412.954102
	Iteration 28Q: 3 clusters Score -6854004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6854011.000000 Penalty: 5412.954102
	Iteration 29Q: 3 clusters Score -6854011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854016.000000 Penalty: 5412.954102
	Iteration 30Q: 3 clusters Score -6854016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6854017.000000 Penalty: 5412.954102
	Iteration 31Q: 3 clusters Score -6854017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6854013.000000 Penalty: 5412.954102
	Iteration 32Q: 3 clusters Score -6854013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6854011.500000 Penalty: 5412.954102
	Iteration 33Q: 3 clusters Score -6854012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6854019.000000 Penalty: 5412.954102
	Iteration 34Q: 3 clusters Score -6854019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6854016.000000 Penalty: 5412.954102
	Iteration 35Q: 3 clusters Score -6854016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6854018.000000 Penalty: 5412.954102
	Iteration 36Q: 3 clusters Score -6854018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6854024.000000 Penalty: 5412.954102
	Iteration 37Q: 3 clusters Score -6854024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854030.000000 Penalty: 5412.954102
	Iteration 38Q: 3 clusters Score -6854030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6854025.000000 Penalty: 5412.954102
	Iteration 39Q: 3 clusters Score -6854025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854033.000000 Penalty: 5412.954102
	Iteration 40F: 3 clusters Score -6854033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854028.500000 Penalty: 5412.954102
	Iteration 41Q: 3 clusters Score -6854028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854030.000000 Penalty: 5412.954102
	Iteration 42Q: 3 clusters Score -6854030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854033.000000 Penalty: 5412.954102
	Iteration 43Q: 3 clusters Score -6854033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6854030.000000 Penalty: 5412.954102
	Iteration 44Q: 3 clusters Score -6854030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6854033.500000 Penalty: 5412.954102
	Iteration 45Q: 3 clusters Score -6854034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6854033.000000 Penalty: 5412.954102
	Iteration 46Q: 3 clusters Score -6854033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6854038.500000 Penalty: 5412.954102
	Iteration 47Q: 3 clusters Score -6854038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6854044.500000 Penalty: 5412.954102
	Iteration 48Q: 3 clusters Score -6854044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6854048.500000 Penalty: 5412.954102
	Iteration 49Q: 3 clusters Score -6854048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6854050.000000 Penalty: 5412.954102
	Iteration 50Q: 3 clusters Score -6854050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854052.000000 Penalty: 5412.954102
	Iteration 51Q: 3 clusters Score -6854052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854059.000000 Penalty: 5412.954102
	Iteration 52Q: 3 clusters Score -6854059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6854061.000000 Penalty: 5412.954102
	Iteration 53Q: 3 clusters Score -6854061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854062.000000 Penalty: 5412.954102
	Iteration 54Q: 3 clusters Score -6854062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854063.500000 Penalty: 5412.954102
	Iteration 55Q: 3 clusters Score -6854064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854058.500000 Penalty: 5412.954102
	Iteration 56Q: 3 clusters Score -6854058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6854062.000000 Penalty: 5412.954102
	Iteration 57Q: 3 clusters Score -6854062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6854062.500000 Penalty: 5412.954102
	Iteration 58Q: 3 clusters Score -6854062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6854064.500000 Penalty: 5412.954102
	Iteration 59Q: 3 clusters Score -6854064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6854064.000000 Penalty: 5412.954102
	Iteration 60F: 3 clusters Score -6854064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (148229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Entering Unmasked Estep 
Score: -18906808.000000 Penalty: 2952.815186
	Iteration 0F: 2 clusters Score -1.890681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -18807492.000000 Penalty: 5905.630371
	Iteration 0F: 3 clusters Score -1.880749e+07 nChanged 70934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -18848720.000000 Penalty: 5905.630371
	Iteration 1F: 3 clusters Score -1.884872e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -18849320.000000 Penalty: 5905.630371
	Iteration 2Q: 3 clusters Score -1.884932e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -18850112.000000 Penalty: 5905.630371
	Iteration 3Q: 3 clusters Score -1.885011e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -18851308.000000 Penalty: 5905.630371
	Iteration 4Q: 3 clusters Score -1.885131e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -18852946.000000 Penalty: 5905.630371
	Iteration 5Q: 3 clusters Score -1.885295e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -18855586.000000 Penalty: 5905.630371
	Iteration 6Q: 3 clusters Score -1.885559e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -18859100.000000 Penalty: 5905.630371
	Iteration 7Q: 3 clusters Score -1.88591e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -18864116.000000 Penalty: 5905.630371
	Iteration 8F: 3 clusters Score -1.886412e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95224 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -18870244.000000 Penalty: 5905.630371
	Iteration 9F: 3 clusters Score -1.887024e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -18876436.000000 Penalty: 5905.630371
	Iteration 10F: 3 clusters Score -1.887644e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -18881682.000000 Penalty: 5905.630371
	Iteration 11F: 3 clusters Score -1.888168e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -18885106.000000 Penalty: 5905.630371
	Iteration 12Q: 3 clusters Score -1.888511e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -18886894.000000 Penalty: 5905.630371
	Iteration 13Q: 3 clusters Score -1.888689e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -18888176.000000 Penalty: 5905.630371
	Iteration 14Q: 3 clusters Score -1.888818e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -18889198.000000 Penalty: 5905.630371
	Iteration 15Q: 3 clusters Score -1.88892e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -18890202.000000 Penalty: 5905.630371
	Iteration 16Q: 3 clusters Score -1.88902e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -18891234.000000 Penalty: 5905.630371
	Iteration 17Q: 3 clusters Score -1.889123e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122645 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -18892374.000000 Penalty: 5905.630371
	Iteration 18Q: 3 clusters Score -1.889237e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -18893458.000000 Penalty: 5905.630371
	Iteration 19Q: 3 clusters Score -1.889346e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127655 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -18894574.000000 Penalty: 5905.630371
	Iteration 20F: 3 clusters Score -1.889457e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -18895768.000000 Penalty: 5905.630371
	Iteration 21Q: 3 clusters Score -1.889577e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132366 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -18896836.000000 Penalty: 5905.630371
	Iteration 22Q: 3 clusters Score -1.889684e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -18898062.000000 Penalty: 5905.630371
	Iteration 23Q: 3 clusters Score -1.889806e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -18899086.000000 Penalty: 5905.630371
	Iteration 24Q: 3 clusters Score -1.889909e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138498 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -18900026.000000 Penalty: 5905.630371
	Iteration 25Q: 3 clusters Score -1.890003e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140163 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -18900998.000000 Penalty: 5905.630371
	Iteration 26Q: 3 clusters Score -1.8901e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -18901628.000000 Penalty: 5905.630371
	Iteration 27Q: 3 clusters Score -1.890163e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -18902208.000000 Penalty: 5905.630371
	Iteration 28Q: 3 clusters Score -1.890221e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -18902688.000000 Penalty: 5905.630371
	Iteration 29Q: 3 clusters Score -1.890269e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144298 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -18903042.000000 Penalty: 5905.630371
	Iteration 30Q: 3 clusters Score -1.890304e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -18903244.000000 Penalty: 5905.630371
	Iteration 31Q: 3 clusters Score -1.890324e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -18903472.000000 Penalty: 5905.630371
	Iteration 32Q: 3 clusters Score -1.890347e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18903658.000000 Penalty: 5905.630371
	Iteration 33Q: 3 clusters Score -1.890366e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18903800.000000 Penalty: 5905.630371
	Iteration 34Q: 3 clusters Score -1.89038e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18903870.000000 Penalty: 5905.630371
	Iteration 35Q: 3 clusters Score -1.890387e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146330 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18903952.000000 Penalty: 5905.630371
	Iteration 36Q: 3 clusters Score -1.890395e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146470 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18904024.000000 Penalty: 5905.630371
	Iteration 37Q: 3 clusters Score -1.890402e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -18904082.000000 Penalty: 5905.630371
	Iteration 38Q: 3 clusters Score -1.890408e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18904128.000000 Penalty: 5905.630371
	Iteration 39Q: 3 clusters Score -1.890413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146772 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18904198.000000 Penalty: 5905.630371
	Iteration 40F: 3 clusters Score -1.89042e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146855 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -18904246.000000 Penalty: 5905.630371
	Iteration 41Q: 3 clusters Score -1.890425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18904248.000000 Penalty: 5905.630371
	Iteration 42Q: 3 clusters Score -1.890425e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -18904284.000000 Penalty: 5905.630371
	Iteration 43Q: 3 clusters Score -1.890428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18904292.000000 Penalty: 5905.630371
	Iteration 44Q: 3 clusters Score -1.890429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147022 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -18904302.000000 Penalty: 5905.630371
	Iteration 45Q: 3 clusters Score -1.89043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18904308.000000 Penalty: 5905.630371
	Iteration 46Q: 3 clusters Score -1.890431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18904320.000000 Penalty: 5905.630371
	Iteration 47Q: 3 clusters Score -1.890432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -18904314.000000 Penalty: 5905.630371
	Iteration 48Q: 3 clusters Score -1.890431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18904352.000000 Penalty: 5905.630371
	Iteration 49Q: 3 clusters Score -1.890435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18904370.000000 Penalty: 5905.630371
	Iteration 50Q: 3 clusters Score -1.890437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18904370.000000 Penalty: 5905.630371
	Iteration 51Q: 3 clusters Score -1.890437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147152 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18904370.000000 Penalty: 5905.630371
	Iteration 52Q: 3 clusters Score -1.890437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18904372.000000 Penalty: 5905.630371
	Iteration 53Q: 3 clusters Score -1.890437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18904390.000000 Penalty: 5905.630371
	Iteration 54Q: 3 clusters Score -1.890439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18904394.000000 Penalty: 5905.630371
	Iteration 55Q: 3 clusters Score -1.890439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18904376.000000 Penalty: 5905.630371
	Iteration 56Q: 3 clusters Score -1.890438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147189 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18904384.000000 Penalty: 5905.630371
	Iteration 57Q: 3 clusters Score -1.890438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18904398.000000 Penalty: 5905.630371
	Iteration 58Q: 3 clusters Score -1.89044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18904396.000000 Penalty: 5905.630371
	Iteration 59Q: 3 clusters Score -1.89044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147197 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -18904402.000000 Penalty: 5905.630371
	Iteration 60F: 3 clusters Score -1.89044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147198 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18904398.000000 Penalty: 5905.630371
	Iteration 61Q: 3 clusters Score -1.89044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18904392.000000 Penalty: 5905.630371
	Iteration 62Q: 3 clusters Score -1.890439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147207 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18904398.000000 Penalty: 5905.630371
	Iteration 63Q: 3 clusters Score -1.89044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18904398.000000 Penalty: 5905.630371
	Iteration 64Q: 3 clusters Score -1.89044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18904396.000000 Penalty: 5905.630371
	Iteration 65Q: 3 clusters Score -1.89044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18904392.000000 Penalty: 5905.630371
	Iteration 66Q: 3 clusters Score -1.890439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18904392.000000 Penalty: 5905.630371
	Iteration 67F: 3 clusters Score -1.890439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Entering Unmasked Estep 
Score: -1398974.375000 Penalty: 2309.284668
	Iteration 0F: 2 clusters Score -1398974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1390562.625000 Penalty: 4618.569336
	Iteration 0F: 3 clusters Score -1390563 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1393017.125000 Penalty: 4618.569336
	Iteration 1F: 3 clusters Score -1393017 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1393352.375000 Penalty: 4618.569336
	Iteration 2F: 3 clusters Score -1393352 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1393696.125000 Penalty: 4618.569336
	Iteration 3F: 3 clusters Score -1393696 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1394155.875000 Penalty: 4618.569336
	Iteration 4Q: 3 clusters Score -1394156 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1394559.000000 Penalty: 4618.569336
	Iteration 5Q: 3 clusters Score -1394559 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1394917.250000 Penalty: 4618.569336
	Iteration 6Q: 3 clusters Score -1394917 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1395182.750000 Penalty: 4618.569336
	Iteration 7Q: 3 clusters Score -1395183 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1395441.000000 Penalty: 4618.569336
	Iteration 8Q: 3 clusters Score -1395441 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1395661.250000 Penalty: 4618.569336
	Iteration 9Q: 3 clusters Score -1395661 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1395847.000000 Penalty: 4618.569336
	Iteration 10Q: 3 clusters Score -1395847 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1395989.625000 Penalty: 4618.569336
	Iteration 11Q: 3 clusters Score -1395990 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1396094.250000 Penalty: 4618.569336
	Iteration 12Q: 3 clusters Score -1396094 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1396176.750000 Penalty: 4618.569336
	Iteration 13Q: 3 clusters Score -1396177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1396252.875000 Penalty: 4618.569336
	Iteration 14Q: 3 clusters Score -1396253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1396306.875000 Penalty: 4618.569336
	Iteration 15Q: 3 clusters Score -1396307 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1396350.625000 Penalty: 4618.569336
	Iteration 16Q: 3 clusters Score -1396351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1396389.875000 Penalty: 4618.569336
	Iteration 17Q: 3 clusters Score -1396390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1396414.375000 Penalty: 4618.569336
	Iteration 18Q: 3 clusters Score -1396414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1396435.500000 Penalty: 4618.569336
	Iteration 19Q: 3 clusters Score -1396436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1396451.625000 Penalty: 4618.569336
	Iteration 20F: 3 clusters Score -1396452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1396458.625000 Penalty: 4618.569336
	Iteration 21Q: 3 clusters Score -1396459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1396466.875000 Penalty: 4618.569336
	Iteration 22Q: 3 clusters Score -1396467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1396478.750000 Penalty: 4618.569336
	Iteration 23Q: 3 clusters Score -1396479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1396485.625000 Penalty: 4618.569336
	Iteration 24Q: 3 clusters Score -1396486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1396493.375000 Penalty: 4618.569336
	Iteration 25Q: 3 clusters Score -1396493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1396495.750000 Penalty: 4618.569336
	Iteration 26Q: 3 clusters Score -1396496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1396499.500000 Penalty: 4618.569336
	Iteration 27Q: 3 clusters Score -1396500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1396503.750000 Penalty: 4618.569336
	Iteration 28Q: 3 clusters Score -1396504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1396506.500000 Penalty: 4618.569336
	Iteration 29Q: 3 clusters Score -1396506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1396505.250000 Penalty: 4618.569336
	Iteration 30Q: 3 clusters Score -1396505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1396507.250000 Penalty: 4618.569336
	Iteration 31Q: 3 clusters Score -1396507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1396507.375000 Penalty: 4618.569336
	Iteration 32Q: 3 clusters Score -1396507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1396511.250000 Penalty: 4618.569336
	Iteration 33Q: 3 clusters Score -1396511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1396516.625000 Penalty: 4618.569336
	Iteration 34Q: 3 clusters Score -1396517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1396514.500000 Penalty: 4618.569336
	Iteration 35Q: 3 clusters Score -1396514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1396518.875000 Penalty: 4618.569336
	Iteration 36Q: 3 clusters Score -1396519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1396518.750000 Penalty: 4618.569336
	Iteration 37Q: 3 clusters Score -1396519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1396525.875000 Penalty: 4618.569336
	Iteration 38Q: 3 clusters Score -1396526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1396528.500000 Penalty: 4618.569336
	Iteration 39Q: 3 clusters Score -1396528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1396526.000000 Penalty: 4618.569336
	Iteration 40F: 3 clusters Score -1396526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1396528.750000 Penalty: 4618.569336
	Iteration 41Q: 3 clusters Score -1396529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1396529.125000 Penalty: 4618.569336
	Iteration 42Q: 3 clusters Score -1396529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1396530.500000 Penalty: 4618.569336
	Iteration 43Q: 3 clusters Score -1396530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1396534.625000 Penalty: 4618.569336
	Iteration 44Q: 3 clusters Score -1396535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1396535.625000 Penalty: 4618.569336
	Iteration 45Q: 3 clusters Score -1396536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1396537.875000 Penalty: 4618.569336
	Iteration 46Q: 3 clusters Score -1396538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1396538.000000 Penalty: 4618.569336
	Iteration 47Q: 3 clusters Score -1396538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1396547.375000 Penalty: 4618.569336
	Iteration 48Q: 3 clusters Score -1396547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1396543.875000 Penalty: 4618.569336
	Iteration 49Q: 3 clusters Score -1396544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1396550.250000 Penalty: 4618.569336
	Iteration 50Q: 3 clusters Score -1396550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1396548.625000 Penalty: 4618.569336
	Iteration 51Q: 3 clusters Score -1396549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1396550.750000 Penalty: 4618.569336
	Iteration 52Q: 3 clusters Score -1396551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1396552.625000 Penalty: 4618.569336
	Iteration 53Q: 3 clusters Score -1396553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1396557.625000 Penalty: 4618.569336
	Iteration 54Q: 3 clusters Score -1396558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1396561.125000 Penalty: 4618.569336
	Iteration 55Q: 3 clusters Score -1396561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1396565.250000 Penalty: 4618.569336
	Iteration 56Q: 3 clusters Score -1396565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1396562.750000 Penalty: 4618.569336
	Iteration 57Q: 3 clusters Score -1396563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1396564.375000 Penalty: 4618.569336
	Iteration 58Q: 3 clusters Score -1396564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1396567.000000 Penalty: 4618.569336
	Iteration 59Q: 3 clusters Score -1396567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1396570.500000 Penalty: 4618.569336
	Iteration 60F: 3 clusters Score -1396570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1396573.000000 Penalty: 4618.569336
	Iteration 61Q: 3 clusters Score -1396573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1396573.125000 Penalty: 4618.569336
	Iteration 62Q: 3 clusters Score -1396573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1396575.250000 Penalty: 4618.569336
	Iteration 63Q: 3 clusters Score -1396575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1396577.625000 Penalty: 4618.569336
	Iteration 64Q: 3 clusters Score -1396578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1396579.125000 Penalty: 4618.569336
	Iteration 65Q: 3 clusters Score -1396579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1396580.875000 Penalty: 4618.569336
	Iteration 66Q: 3 clusters Score -1396581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1396580.375000 Penalty: 4618.569336
	Iteration 67Q: 3 clusters Score -1396580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1396579.375000 Penalty: 4618.569336
	Iteration 68Q: 3 clusters Score -1396579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1396581.500000 Penalty: 4618.569336
	Iteration 69Q: 3 clusters Score -1396582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1396581.750000 Penalty: 4618.569336
	Iteration 70Q: 3 clusters Score -1396582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1396580.750000 Penalty: 4618.569336
	Iteration 71Q: 3 clusters Score -1396581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1396580.875000 Penalty: 4618.569336
	Iteration 72Q: 3 clusters Score -1396581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1396582.750000 Penalty: 4618.569336
	Iteration 73Q: 3 clusters Score -1396583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1396583.625000 Penalty: 4618.569336
	Iteration 74Q: 3 clusters Score -1396584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1396584.250000 Penalty: 4618.569336
	Iteration 75Q: 3 clusters Score -1396584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1396582.875000 Penalty: 4618.569336
	Iteration 76Q: 3 clusters Score -1396583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1396583.625000 Penalty: 4618.569336
	Iteration 77Q: 3 clusters Score -1396584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1396581.625000 Penalty: 4618.569336
	Iteration 78Q: 3 clusters Score -1396582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1396584.750000 Penalty: 4618.569336
	Iteration 79Q: 3 clusters Score -1396585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1396587.750000 Penalty: 4618.569336
	Iteration 80F: 3 clusters Score -1396588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1396586.625000 Penalty: 4618.569336
	Iteration 81Q: 3 clusters Score -1396587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1396587.625000 Penalty: 4618.569336
	Iteration 82Q: 3 clusters Score -1396588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1396586.500000 Penalty: 4618.569336
	Iteration 83Q: 3 clusters Score -1396586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1396587.375000 Penalty: 4618.569336
	Iteration 84Q: 3 clusters Score -1396587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1396586.625000 Penalty: 4618.569336
	Iteration 85Q: 3 clusters Score -1396587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1396586.375000 Penalty: 4618.569336
	Iteration 86Q: 3 clusters Score -1396586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1396586.375000 Penalty: 4618.569336
	Iteration 87F: 3 clusters Score -1396586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -152572.046875 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -152572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150479.328125 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -150479.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -150814.781250 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -150814.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -150917.843750 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -150917.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150962.281250 Penalty: 3522.431396
	Iteration 3Q: 3 clusters Score -150962.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150995.140625 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -150995.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151012.781250 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -151012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151021.781250 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -151021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151027.781250 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -151027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151031.187500 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -151031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151036.437500 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -151036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151039.484375 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -151039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151042.937500 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -151042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151045.718750 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -151045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151046.921875 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -151046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151048.390625 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -151048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151050.328125 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -151050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151060.203125 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -151060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151070.281250 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -151070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151079.921875 Penalty: 3522.431396
	Iteration 18Q: 3 clusters Score -151079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151084.640625 Penalty: 3522.431396
	Iteration 19Q: 3 clusters Score -151084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151086.343750 Penalty: 3522.431396
	Iteration 20F: 3 clusters Score -151086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151087.390625 Penalty: 3522.431396
	Iteration 21Q: 3 clusters Score -151087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151087.390625 Penalty: 3522.431396
	Iteration 22F: 3 clusters Score -151087.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -302893.437500 Penalty: 1939.667969
	Iteration 0F: 2 clusters Score -302893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299971.968750 Penalty: 3879.335938
	Iteration 0F: 3 clusters Score -299972 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -300514.156250 Penalty: 3879.335938
	Iteration 1F: 3 clusters Score -300514.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -300640.437500 Penalty: 3879.335938
	Iteration 2F: 3 clusters Score -300640.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -300709.968750 Penalty: 3879.335938
	Iteration 3Q: 3 clusters Score -300710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -300751.375000 Penalty: 3879.335938
	Iteration 4Q: 3 clusters Score -300751.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -300783.718750 Penalty: 3879.335938
	Iteration 5Q: 3 clusters Score -300783.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -300815.125000 Penalty: 3879.335938
	Iteration 6Q: 3 clusters Score -300815.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -300838.281250 Penalty: 3879.335938
	Iteration 7Q: 3 clusters Score -300838.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300864.031250 Penalty: 3879.335938
	Iteration 8Q: 3 clusters Score -300864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -300892.812500 Penalty: 3879.335938
	Iteration 9Q: 3 clusters Score -300892.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -300913.312500 Penalty: 3879.335938
	Iteration 10Q: 3 clusters Score -300913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -300928.593750 Penalty: 3879.335938
	Iteration 11Q: 3 clusters Score -300928.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -300939.093750 Penalty: 3879.335938
	Iteration 12Q: 3 clusters Score -300939.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -300947.687500 Penalty: 3879.335938
	Iteration 13Q: 3 clusters Score -300947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -300955.812500 Penalty: 3879.335938
	Iteration 14Q: 3 clusters Score -300955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -300961.750000 Penalty: 3879.335938
	Iteration 15Q: 3 clusters Score -300961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -300965.250000 Penalty: 3879.335938
	Iteration 16Q: 3 clusters Score -300965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300968.500000 Penalty: 3879.335938
	Iteration 17Q: 3 clusters Score -300968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -300972.343750 Penalty: 3879.335938
	Iteration 18Q: 3 clusters Score -300972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300976.750000 Penalty: 3879.335938
	Iteration 19Q: 3 clusters Score -300976.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300980.968750 Penalty: 3879.335938
	Iteration 20F: 3 clusters Score -300981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -300982.812500 Penalty: 3879.335938
	Iteration 21Q: 3 clusters Score -300982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -300984.656250 Penalty: 3879.335938
	Iteration 22Q: 3 clusters Score -300984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -300986.125000 Penalty: 3879.335938
	Iteration 23Q: 3 clusters Score -300986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300988.562500 Penalty: 3879.335938
	Iteration 24Q: 3 clusters Score -300988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -300991.718750 Penalty: 3879.335938
	Iteration 25Q: 3 clusters Score -300991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -300993.093750 Penalty: 3879.335938
	Iteration 26Q: 3 clusters Score -300993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -300994.687500 Penalty: 3879.335938
	Iteration 27Q: 3 clusters Score -300994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -300994.750000 Penalty: 3879.335938
	Iteration 28Q: 3 clusters Score -300994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -300994.812500 Penalty: 3879.335938
	Iteration 29Q: 3 clusters Score -300994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300996.187500 Penalty: 3879.335938
	Iteration 30Q: 3 clusters Score -300996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -300997.906250 Penalty: 3879.335938
	Iteration 31Q: 3 clusters Score -300997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -301001.593750 Penalty: 3879.335938
	Iteration 32Q: 3 clusters Score -301001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -301007.156250 Penalty: 3879.335938
	Iteration 33Q: 3 clusters Score -301007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -301012.625000 Penalty: 3879.335938
	Iteration 34Q: 3 clusters Score -301012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -301015.250000 Penalty: 3879.335938
	Iteration 35Q: 3 clusters Score -301015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -301017.250000 Penalty: 3879.335938
	Iteration 36Q: 3 clusters Score -301017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301019.312500 Penalty: 3879.335938
	Iteration 37Q: 3 clusters Score -301019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -301020.531250 Penalty: 3879.335938
	Iteration 38Q: 3 clusters Score -301020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -301023.093750 Penalty: 3879.335938
	Iteration 39Q: 3 clusters Score -301023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301028.906250 Penalty: 3879.335938
	Iteration 40F: 3 clusters Score -301028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301034.843750 Penalty: 3879.335938
	Iteration 41Q: 3 clusters Score -301034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301038.937500 Penalty: 3879.335938
	Iteration 42Q: 3 clusters Score -301038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301047.968750 Penalty: 3879.335938
	Iteration 43Q: 3 clusters Score -301048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301053.875000 Penalty: 3879.335938
	Iteration 44Q: 3 clusters Score -301053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301055.750000 Penalty: 3879.335938
	Iteration 45Q: 3 clusters Score -301055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301057.250000 Penalty: 3879.335938
	Iteration 46Q: 3 clusters Score -301057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301059.437500 Penalty: 3879.335938
	Iteration 47Q: 3 clusters Score -301059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -301060.000000 Penalty: 3879.335938
	Iteration 48Q: 3 clusters Score -301060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301060.000000 Penalty: 3879.335938
	Iteration 49Q: 3 clusters Score -301060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -301061.468750 Penalty: 3879.335938
	Iteration 50Q: 3 clusters Score -301061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -301061.750000 Penalty: 3879.335938
	Iteration 51Q: 3 clusters Score -301061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301063.031250 Penalty: 3879.335938
	Iteration 52Q: 3 clusters Score -301063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -301063.593750 Penalty: 3879.335938
	Iteration 53Q: 3 clusters Score -301063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -301064.218750 Penalty: 3879.335938
	Iteration 54Q: 3 clusters Score -301064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -301064.218750 Penalty: 3879.335938
	Iteration 55F: 3 clusters Score -301064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Entering Unmasked Estep 
Score: -4071804.250000 Penalty: 2568.310547
	Iteration 0F: 2 clusters Score -4071804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4050378.750000 Penalty: 5136.621094
	Iteration 0F: 3 clusters Score -4050379 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4057878.250000 Penalty: 5136.621094
	Iteration 1F: 3 clusters Score -4057878 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4058308.250000 Penalty: 5136.621094
	Iteration 2Q: 3 clusters Score -4058308 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4058747.000000 Penalty: 5136.621094
	Iteration 3Q: 3 clusters Score -4058747 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4059324.750000 Penalty: 5136.621094
	Iteration 4Q: 3 clusters Score -4059325 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4060202.000000 Penalty: 5136.621094
	Iteration 5F: 3 clusters Score -4060202 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4061567.250000 Penalty: 5136.621094
	Iteration 6F: 3 clusters Score -4061567 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4063567.500000 Penalty: 5136.621094
	Iteration 7F: 3 clusters Score -4063568 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4065832.500000 Penalty: 5136.621094
	Iteration 8F: 3 clusters Score -4065832 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4067617.000000 Penalty: 5136.621094
	Iteration 9F: 3 clusters Score -4067617 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4068669.500000 Penalty: 5136.621094
	Iteration 10Q: 3 clusters Score -4068670 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4069110.250000 Penalty: 5136.621094
	Iteration 11Q: 3 clusters Score -4069110 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4069301.250000 Penalty: 5136.621094
	Iteration 12Q: 3 clusters Score -4069301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4069390.000000 Penalty: 5136.621094
	Iteration 13Q: 3 clusters Score -4069390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4069433.250000 Penalty: 5136.621094
	Iteration 14Q: 3 clusters Score -4069433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4069479.000000 Penalty: 5136.621094
	Iteration 15Q: 3 clusters Score -4069479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4069501.750000 Penalty: 5136.621094
	Iteration 16Q: 3 clusters Score -4069502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4069515.000000 Penalty: 5136.621094
	Iteration 17Q: 3 clusters Score -4069515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4069519.750000 Penalty: 5136.621094
	Iteration 18Q: 3 clusters Score -4069520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4069525.250000 Penalty: 5136.621094
	Iteration 19Q: 3 clusters Score -4069525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4069525.250000 Penalty: 5136.621094
	Iteration 20F: 3 clusters Score -4069525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Entering Unmasked Estep 
Score: -5487885.000000 Penalty: 2643.309326
	Iteration 0F: 2 clusters Score -5487885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5458971.000000 Penalty: 5286.618652
	Iteration 0F: 3 clusters Score -5458971 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5469737.500000 Penalty: 5286.618652
	Iteration 1F: 3 clusters Score -5469738 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5470224.000000 Penalty: 5286.618652
	Iteration 2Q: 3 clusters Score -5470224 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5470795.000000 Penalty: 5286.618652
	Iteration 3Q: 3 clusters Score -5470795 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5471393.500000 Penalty: 5286.618652
	Iteration 4Q: 3 clusters Score -5471394 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5472032.000000 Penalty: 5286.618652
	Iteration 5Q: 3 clusters Score -5472032 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -5472881.500000 Penalty: 5286.618652
	Iteration 6Q: 3 clusters Score -5472882 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5474043.000000 Penalty: 5286.618652
	Iteration 7Q: 3 clusters Score -5474043 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5475671.500000 Penalty: 5286.618652
	Iteration 8F: 3 clusters Score -5475672 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -5477756.000000 Penalty: 5286.618652
	Iteration 9F: 3 clusters Score -5477756 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5480012.000000 Penalty: 5286.618652
	Iteration 10F: 3 clusters Score -5480012 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5481877.500000 Penalty: 5286.618652
	Iteration 11Q: 3 clusters Score -5481878 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5483219.500000 Penalty: 5286.618652
	Iteration 12Q: 3 clusters Score -5483220 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5484091.000000 Penalty: 5286.618652
	Iteration 13Q: 3 clusters Score -5484091 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5484521.000000 Penalty: 5286.618652
	Iteration 14Q: 3 clusters Score -5484521 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5484822.500000 Penalty: 5286.618652
	Iteration 15Q: 3 clusters Score -5484822 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5484988.000000 Penalty: 5286.618652
	Iteration 16Q: 3 clusters Score -5484988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5485098.500000 Penalty: 5286.618652
	Iteration 17Q: 3 clusters Score -5485098 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5485158.500000 Penalty: 5286.618652
	Iteration 18Q: 3 clusters Score -5485158 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5485253.000000 Penalty: 5286.618652
	Iteration 19Q: 3 clusters Score -5485253 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5485286.500000 Penalty: 5286.618652
	Iteration 20F: 3 clusters Score -5485286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5485323.000000 Penalty: 5286.618652
	Iteration 21Q: 3 clusters Score -5485323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5485353.500000 Penalty: 5286.618652
	Iteration 22Q: 3 clusters Score -5485354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5485381.500000 Penalty: 5286.618652
	Iteration 23Q: 3 clusters Score -5485382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5485399.000000 Penalty: 5286.618652
	Iteration 24Q: 3 clusters Score -5485399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -5485404.000000 Penalty: 5286.618652
	Iteration 25Q: 3 clusters Score -5485404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5485422.000000 Penalty: 5286.618652
	Iteration 26Q: 3 clusters Score -5485422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5485436.500000 Penalty: 5286.618652
	Iteration 27Q: 3 clusters Score -5485436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5485447.500000 Penalty: 5286.618652
	Iteration 28Q: 3 clusters Score -5485448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5485480.500000 Penalty: 5286.618652
	Iteration 29Q: 3 clusters Score -5485480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5485490.000000 Penalty: 5286.618652
	Iteration 30Q: 3 clusters Score -5485490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5485499.000000 Penalty: 5286.618652
	Iteration 31Q: 3 clusters Score -5485499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5485532.000000 Penalty: 5286.618652
	Iteration 32Q: 3 clusters Score -5485532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5485539.500000 Penalty: 5286.618652
	Iteration 33Q: 3 clusters Score -5485540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5485545.500000 Penalty: 5286.618652
	Iteration 34Q: 3 clusters Score -5485546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5485560.500000 Penalty: 5286.618652
	Iteration 35Q: 3 clusters Score -5485560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5485562.500000 Penalty: 5286.618652
	Iteration 36Q: 3 clusters Score -5485562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -5485573.500000 Penalty: 5286.618652
	Iteration 37Q: 3 clusters Score -5485574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5485576.500000 Penalty: 5286.618652
	Iteration 38Q: 3 clusters Score -5485576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -5485580.500000 Penalty: 5286.618652
	Iteration 39Q: 3 clusters Score -5485580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -5485591.500000 Penalty: 5286.618652
	Iteration 40F: 3 clusters Score -5485592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5485604.000000 Penalty: 5286.618652
	Iteration 41Q: 3 clusters Score -5485604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5485600.500000 Penalty: 5286.618652
	Iteration 42Q: 3 clusters Score -5485600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5485611.000000 Penalty: 5286.618652
	Iteration 43Q: 3 clusters Score -5485611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5485615.000000 Penalty: 5286.618652
	Iteration 44Q: 3 clusters Score -5485615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5485631.000000 Penalty: 5286.618652
	Iteration 45Q: 3 clusters Score -5485631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -5485622.500000 Penalty: 5286.618652
	Iteration 46Q: 3 clusters Score -5485622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5485633.000000 Penalty: 5286.618652
	Iteration 47Q: 3 clusters Score -5485633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -5485633.000000 Penalty: 5286.618652
	Iteration 48Q: 3 clusters Score -5485633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5485643.000000 Penalty: 5286.618652
	Iteration 49Q: 3 clusters Score -5485643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5485640.000000 Penalty: 5286.618652
	Iteration 50Q: 3 clusters Score -5485640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5485639.500000 Penalty: 5286.618652
	Iteration 51Q: 3 clusters Score -5485640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5485643.000000 Penalty: 5286.618652
	Iteration 52Q: 3 clusters Score -5485643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5485645.000000 Penalty: 5286.618652
	Iteration 53Q: 3 clusters Score -5485645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5485651.500000 Penalty: 5286.618652
	Iteration 54Q: 3 clusters Score -5485652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5485653.500000 Penalty: 5286.618652
	Iteration 55Q: 3 clusters Score -5485654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5485658.000000 Penalty: 5286.618652
	Iteration 56Q: 3 clusters Score -5485658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5485660.500000 Penalty: 5286.618652
	Iteration 57Q: 3 clusters Score -5485660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5485658.000000 Penalty: 5286.618652
	Iteration 58Q: 3 clusters Score -5485658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5485660.500000 Penalty: 5286.618652
	Iteration 59Q: 3 clusters Score -5485660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5485673.000000 Penalty: 5286.618652
	Iteration 60F: 3 clusters Score -5485673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5485673.000000 Penalty: 5286.618652
	Iteration 61Q: 3 clusters Score -5485673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5485677.000000 Penalty: 5286.618652
	Iteration 62Q: 3 clusters Score -5485677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5485677.500000 Penalty: 5286.618652
	Iteration 63Q: 3 clusters Score -5485678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5485682.000000 Penalty: 5286.618652
	Iteration 64Q: 3 clusters Score -5485682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5485678.000000 Penalty: 5286.618652
	Iteration 65Q: 3 clusters Score -5485678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5485686.500000 Penalty: 5286.618652
	Iteration 66Q: 3 clusters Score -5485686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5485686.500000 Penalty: 5286.618652
	Iteration 67Q: 3 clusters Score -5485686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5485684.000000 Penalty: 5286.618652
	Iteration 68Q: 3 clusters Score -5485684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5485682.000000 Penalty: 5286.618652
	Iteration 69Q: 3 clusters Score -5485682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5485684.500000 Penalty: 5286.618652
	Iteration 70Q: 3 clusters Score -5485684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5485687.500000 Penalty: 5286.618652
	Iteration 71Q: 3 clusters Score -5485688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5485692.500000 Penalty: 5286.618652
	Iteration 72Q: 3 clusters Score -5485692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5485692.000000 Penalty: 5286.618652
	Iteration 73Q: 3 clusters Score -5485692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5485694.000000 Penalty: 5286.618652
	Iteration 74Q: 3 clusters Score -5485694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5485694.000000 Penalty: 5286.618652
	Iteration 75F: 3 clusters Score -5485694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 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 130 members 
Entering Unmasked Estep 
Score: -29340.755859 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29340.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29414.650391 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29414.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29435.582031 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29435.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29457.214844 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29457.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29476.539062 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29476.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29478.750000 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -29478.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29481.296875 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -29481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29481.296875 Penalty: 2785.918457
	Iteration 7F: 3 clusters Score -29481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172583 members 
Mstep: Class 7 contains 15978 members 
Mstep: Class 8 contains 239731 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49008 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54897 members 
Mstep: Class 16 contains 148229 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31448 members 
Mstep: Class 21 contains 42553 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057464.000000 Penalty: 71542.664062
Iteration 279Q: 22 clusters Score -1.160575e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129924 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172677 members 
Mstep: Class 7 contains 15977 members 
Mstep: Class 8 contains 239743 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49038 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54913 members 
Mstep: Class 16 contains 148000 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 42580 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057392.000000 Penalty: 71542.664062
Iteration 280F: 22 clusters Score -1.160574e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129953 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172769 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 239772 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49072 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54939 members 
Mstep: Class 16 contains 147757 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31457 members 
Mstep: Class 21 contains 42596 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057520.000000 Penalty: 71542.664062
Iteration 281Q: 22 clusters Score -1.160575e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129990 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 172884 members 
Mstep: Class 7 contains 15985 members 
Mstep: Class 8 contains 239796 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49111 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54955 members 
Mstep: Class 16 contains 147493 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31466 members 
Mstep: Class 21 contains 42618 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057464.000000 Penalty: 71542.664062
Iteration 282Q: 22 clusters Score -1.160575e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173023 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 239810 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49142 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54966 members 
Mstep: Class 16 contains 147210 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31478 members 
Mstep: Class 21 contains 42645 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057520.000000 Penalty: 71542.664062
Iteration 283Q: 22 clusters Score -1.160575e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173154 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 239822 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49189 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54979 members 
Mstep: Class 16 contains 146906 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31480 members 
Mstep: Class 21 contains 42671 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057520.000000 Penalty: 71542.664062
Iteration 284Q: 22 clusters Score -1.160575e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130202 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173274 members 
Mstep: Class 7 contains 15961 members 
Mstep: Class 8 contains 239849 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49230 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54988 members 
Mstep: Class 16 contains 146605 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 31487 members 
Mstep: Class 21 contains 42691 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057576.000000 Penalty: 71542.664062
Iteration 285Q: 22 clusters Score -1.160576e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173398 members 
Mstep: Class 7 contains 15954 members 
Mstep: Class 8 contains 239872 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49281 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54989 members 
Mstep: Class 16 contains 146275 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 31494 members 
Mstep: Class 21 contains 42715 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057440.000000 Penalty: 71542.664062
Iteration 286Q: 22 clusters Score -1.160574e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11470 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173536 members 
Mstep: Class 7 contains 15946 members 
Mstep: Class 8 contains 239888 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49332 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54988 members 
Mstep: Class 16 contains 145942 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 31506 members 
Mstep: Class 21 contains 42753 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057240.000000 Penalty: 71542.664062
Iteration 287Q: 22 clusters Score -1.160572e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130460 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173682 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 239901 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49383 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54984 members 
Mstep: Class 16 contains 145620 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31525 members 
Mstep: Class 21 contains 42791 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057160.000000 Penalty: 71542.664062
Iteration 288Q: 22 clusters Score -1.160572e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130537 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11470 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173818 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 239926 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49434 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54985 members 
Mstep: Class 16 contains 145284 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31535 members 
Mstep: Class 21 contains 42833 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057248.000000 Penalty: 71542.664062
Iteration 289Q: 22 clusters Score -1.160572e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 173955 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 239935 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49472 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54987 members 
Mstep: Class 16 contains 144963 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 42866 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057296.000000 Penalty: 71542.664062
Iteration 290Q: 22 clusters Score -1.160573e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130716 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174073 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 239941 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49519 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54995 members 
Mstep: Class 16 contains 144636 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31561 members 
Mstep: Class 21 contains 42909 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 291Q: 22 clusters Score -1.160574e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174204 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 239936 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49571 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54997 members 
Mstep: Class 16 contains 144334 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 31570 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 292Q: 22 clusters Score -1.160574e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11472 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174336 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 239932 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49616 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54993 members 
Mstep: Class 16 contains 144042 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 31585 members 
Mstep: Class 21 contains 42992 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057472.000000 Penalty: 71542.664062
Iteration 293Q: 22 clusters Score -1.160575e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11472 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174496 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 239933 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49657 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54991 members 
Mstep: Class 16 contains 143739 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 31600 members 
Mstep: Class 21 contains 43033 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 294Q: 22 clusters Score -1.160574e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11469 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174653 members 
Mstep: Class 7 contains 15940 members 
Mstep: Class 8 contains 239944 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49689 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54994 members 
Mstep: Class 16 contains 143429 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 31618 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057624.000000 Penalty: 71542.664062
Iteration 295Q: 22 clusters Score -1.160576e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131003 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 174829 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 239954 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49724 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54986 members 
Mstep: Class 16 contains 143109 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 31636 members 
Mstep: Class 21 contains 43114 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 22 clusters Score -1.160576e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11474 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175004 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 239957 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49767 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54975 members 
Mstep: Class 16 contains 142794 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 31658 members 
Mstep: Class 21 contains 43148 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 297Q: 22 clusters Score -1.160576e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11479 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175190 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 239967 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49795 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54968 members 
Mstep: Class 16 contains 142508 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 31666 members 
Mstep: Class 21 contains 43170 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 298Q: 22 clusters Score -1.160575e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175367 members 
Mstep: Class 7 contains 15935 members 
Mstep: Class 8 contains 239978 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49808 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54962 members 
Mstep: Class 16 contains 142230 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31676 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 299Q: 22 clusters Score -1.160574e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11476 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175564 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 239996 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49823 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54952 members 
Mstep: Class 16 contains 141943 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31684 members 
Mstep: Class 21 contains 43221 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057576.000000 Penalty: 71542.664062
Iteration 300F: 22 clusters Score -1.160576e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175735 members 
Mstep: Class 7 contains 15925 members 
Mstep: Class 8 contains 240006 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49835 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54940 members 
Mstep: Class 16 contains 141683 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 43241 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 301Q: 22 clusters Score -1.160577e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131282 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 175873 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 240025 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49851 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54933 members 
Mstep: Class 16 contains 141436 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31689 members 
Mstep: Class 21 contains 43266 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 302Q: 22 clusters Score -1.160576e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176013 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 240041 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49867 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54919 members 
Mstep: Class 16 contains 141173 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Score: -116057824.000000 Penalty: 71542.664062
Iteration 303Q: 22 clusters Score -1.160578e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176169 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240056 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49879 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54899 members 
Mstep: Class 16 contains 140897 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31704 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057736.000000 Penalty: 71542.664062
Iteration 304Q: 22 clusters Score -1.160577e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176337 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 240076 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49902 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54889 members 
Mstep: Class 16 contains 140590 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31717 members 
Mstep: Class 21 contains 43350 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057776.000000 Penalty: 71542.664062
Iteration 305Q: 22 clusters Score -1.160578e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176510 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 240072 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49936 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54872 members 
Mstep: Class 16 contains 140296 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 31727 members 
Mstep: Class 21 contains 43380 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 306Q: 22 clusters Score -1.160576e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176672 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240074 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 49975 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54865 members 
Mstep: Class 16 contains 139982 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 31740 members 
Mstep: Class 21 contains 43413 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 307Q: 22 clusters Score -1.160574e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176818 members 
Mstep: Class 7 contains 15908 members 
Mstep: Class 8 contains 240087 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50019 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54845 members 
Mstep: Class 16 contains 139675 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 31754 members 
Mstep: Class 21 contains 43434 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057392.000000 Penalty: 71542.664062
Iteration 308Q: 22 clusters Score -1.160574e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 176993 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240089 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50058 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54820 members 
Mstep: Class 16 contains 139382 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 31779 members 
Mstep: Class 21 contains 43465 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 309Q: 22 clusters Score -1.160575e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177131 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240091 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50081 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54809 members 
Mstep: Class 16 contains 139112 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 31799 members 
Mstep: Class 21 contains 43500 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 310Q: 22 clusters Score -1.160577e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177286 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 240091 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50104 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54794 members 
Mstep: Class 16 contains 138863 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 31816 members 
Mstep: Class 21 contains 43519 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 311Q: 22 clusters Score -1.160575e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131922 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177435 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240097 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50124 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54785 members 
Mstep: Class 16 contains 138607 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 31837 members 
Mstep: Class 21 contains 43533 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 312Q: 22 clusters Score -1.160574e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131975 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11508 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177585 members 
Mstep: Class 7 contains 15899 members 
Mstep: Class 8 contains 240103 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50153 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54771 members 
Mstep: Class 16 contains 138347 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 31846 members 
Mstep: Class 21 contains 43564 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 313Q: 22 clusters Score -1.160573e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177726 members 
Mstep: Class 7 contains 15896 members 
Mstep: Class 8 contains 240110 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50193 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54768 members 
Mstep: Class 16 contains 138077 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 31854 members 
Mstep: Class 21 contains 43584 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 314Q: 22 clusters Score -1.160574e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132103 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11509 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 177890 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 240122 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50230 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54751 members 
Mstep: Class 16 contains 137770 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31866 members 
Mstep: Class 21 contains 43608 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 315Q: 22 clusters Score -1.160574e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132160 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11512 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178055 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 240128 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50278 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54730 members 
Mstep: Class 16 contains 137469 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31875 members 
Mstep: Class 21 contains 43638 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 316Q: 22 clusters Score -1.160575e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132211 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11515 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178237 members 
Mstep: Class 7 contains 15894 members 
Mstep: Class 8 contains 240141 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50325 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54708 members 
Mstep: Class 16 contains 137154 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 31890 members 
Mstep: Class 21 contains 43667 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 317Q: 22 clusters Score -1.160577e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11517 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178419 members 
Mstep: Class 7 contains 15893 members 
Mstep: Class 8 contains 240143 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50369 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54699 members 
Mstep: Class 16 contains 136842 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 21 contains 43686 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057832.000000 Penalty: 71542.664062
Iteration 318Q: 22 clusters Score -1.160578e+08 nChanged 532
Entering ConstructFrom: 
Score: -116057832.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (132348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Entering Unmasked Estep 
Score: -17017914.000000 Penalty: 2924.711182
	Iteration 0F: 2 clusters Score -1.701791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -16929926.000000 Penalty: 5849.422363
	Iteration 0F: 3 clusters Score -1.692993e+07 nChanged 63175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -16966550.000000 Penalty: 5849.422363
	Iteration 1F: 3 clusters Score -1.696655e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -16967134.000000 Penalty: 5849.422363
	Iteration 2Q: 3 clusters Score -1.696713e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -16967708.000000 Penalty: 5849.422363
	Iteration 3Q: 3 clusters Score -1.696771e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -16968516.000000 Penalty: 5849.422363
	Iteration 4Q: 3 clusters Score -1.696852e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -16969390.000000 Penalty: 5849.422363
	Iteration 5Q: 3 clusters Score -1.696939e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -16970354.000000 Penalty: 5849.422363
	Iteration 6Q: 3 clusters Score -1.697035e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -16971704.000000 Penalty: 5849.422363
	Iteration 7Q: 3 clusters Score -1.69717e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -16974004.000000 Penalty: 5849.422363
	Iteration 8Q: 3 clusters Score -1.6974e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -16977444.000000 Penalty: 5849.422363
	Iteration 9Q: 3 clusters Score -1.697744e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -16982748.000000 Penalty: 5849.422363
	Iteration 10F: 3 clusters Score -1.698275e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -16989762.000000 Penalty: 5849.422363
	Iteration 11F: 3 clusters Score -1.698976e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -16996964.000000 Penalty: 5849.422363
	Iteration 12F: 3 clusters Score -1.699696e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -17003206.000000 Penalty: 5849.422363
	Iteration 13F: 3 clusters Score -1.700321e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -17007506.000000 Penalty: 5849.422363
	Iteration 14Q: 3 clusters Score -1.700751e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -17010550.000000 Penalty: 5849.422363
	Iteration 15Q: 3 clusters Score -1.701055e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128335 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -17012552.000000 Penalty: 5849.422363
	Iteration 16Q: 3 clusters Score -1.701255e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -17013692.000000 Penalty: 5849.422363
	Iteration 17Q: 3 clusters Score -1.701369e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17014456.000000 Penalty: 5849.422363
	Iteration 18Q: 3 clusters Score -1.701446e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17014834.000000 Penalty: 5849.422363
	Iteration 19Q: 3 clusters Score -1.701483e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131585 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17015046.000000 Penalty: 5849.422363
	Iteration 20F: 3 clusters Score -1.701505e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17015142.000000 Penalty: 5849.422363
	Iteration 21Q: 3 clusters Score -1.701514e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17015230.000000 Penalty: 5849.422363
	Iteration 22Q: 3 clusters Score -1.701523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -17015252.000000 Penalty: 5849.422363
	Iteration 23Q: 3 clusters Score -1.701525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17015282.000000 Penalty: 5849.422363
	Iteration 24Q: 3 clusters Score -1.701528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131885 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17015298.000000 Penalty: 5849.422363
	Iteration 25Q: 3 clusters Score -1.70153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -17015326.000000 Penalty: 5849.422363
	Iteration 26Q: 3 clusters Score -1.701533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131914 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17015344.000000 Penalty: 5849.422363
	Iteration 27Q: 3 clusters Score -1.701534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -17015362.000000 Penalty: 5849.422363
	Iteration 28Q: 3 clusters Score -1.701536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -17015360.000000 Penalty: 5849.422363
	Iteration 29Q: 3 clusters Score -1.701536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17015374.000000 Penalty: 5849.422363
	Iteration 30Q: 3 clusters Score -1.701537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -17015374.000000 Penalty: 5849.422363
	Iteration 31Q: 3 clusters Score -1.701537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -17015370.000000 Penalty: 5849.422363
	Iteration 32Q: 3 clusters Score -1.701537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17015380.000000 Penalty: 5849.422363
	Iteration 33Q: 3 clusters Score -1.701538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17015378.000000 Penalty: 5849.422363
	Iteration 34Q: 3 clusters Score -1.701538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17015378.000000 Penalty: 5849.422363
	Iteration 35F: 3 clusters Score -1.701538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40816.019531 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40816.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39510.242188 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39510.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39719.292969 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39719.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39868.488281 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39868.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40068.164062 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -40068.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40279.078125 Penalty: 2946.324951
	Iteration 4F: 3 clusters Score -40279.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40614.792969 Penalty: 2946.324951
	Iteration 5F: 3 clusters Score -40614.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41047.843750 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -41047.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41188.312500 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -41188.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41270.011719 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -41270.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41279.242188 Penalty: 2946.324951
	Iteration 9F: 3 clusters Score -41279.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41315.046875 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -41315.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41373.085938 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -41373.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41373.085938 Penalty: 2946.324951
	Iteration 12F: 3 clusters Score -41373.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178587 members 
Mstep: Class 7 contains 15896 members 
Mstep: Class 8 contains 240149 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50415 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54696 members 
Mstep: Class 16 contains 136511 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31909 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116056424.000000 Penalty: 74949.453125
Splitting cluster 2 changes total score from -116057832.000000 to -116056424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Entering Unmasked Estep 
Score: -1402789.250000 Penalty: 2319.213379
	Iteration 0F: 2 clusters Score -1402789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1394113.500000 Penalty: 4638.426758
	Iteration 0F: 3 clusters Score -1394114 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1396757.000000 Penalty: 4638.426758
	Iteration 1F: 3 clusters Score -1396757 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1397050.500000 Penalty: 4638.426758
	Iteration 2F: 3 clusters Score -1397050 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1397229.875000 Penalty: 4638.426758
	Iteration 3Q: 3 clusters Score -1397230 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1397367.250000 Penalty: 4638.426758
	Iteration 4Q: 3 clusters Score -1397367 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1397494.000000 Penalty: 4638.426758
	Iteration 5Q: 3 clusters Score -1397494 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1397596.125000 Penalty: 4638.426758
	Iteration 6Q: 3 clusters Score -1397596 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1397692.875000 Penalty: 4638.426758
	Iteration 7Q: 3 clusters Score -1397693 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1397791.750000 Penalty: 4638.426758
	Iteration 8Q: 3 clusters Score -1397792 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1397881.125000 Penalty: 4638.426758
	Iteration 9Q: 3 clusters Score -1397881 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1397964.875000 Penalty: 4638.426758
	Iteration 10Q: 3 clusters Score -1397965 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1398048.125000 Penalty: 4638.426758
	Iteration 11Q: 3 clusters Score -1398048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1398127.000000 Penalty: 4638.426758
	Iteration 12Q: 3 clusters Score -1398127 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1398185.875000 Penalty: 4638.426758
	Iteration 13Q: 3 clusters Score -1398186 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1398241.250000 Penalty: 4638.426758
	Iteration 14Q: 3 clusters Score -1398241 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1398292.500000 Penalty: 4638.426758
	Iteration 15Q: 3 clusters Score -1398292 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1398378.250000 Penalty: 4638.426758
	Iteration 16Q: 3 clusters Score -1398378 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1398483.125000 Penalty: 4638.426758
	Iteration 17Q: 3 clusters Score -1398483 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1398625.625000 Penalty: 4638.426758
	Iteration 18Q: 3 clusters Score -1398626 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1398800.125000 Penalty: 4638.426758
	Iteration 19Q: 3 clusters Score -1398800 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1398994.500000 Penalty: 4638.426758
	Iteration 20F: 3 clusters Score -1398994 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1399195.250000 Penalty: 4638.426758
	Iteration 21Q: 3 clusters Score -1399195 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1399383.750000 Penalty: 4638.426758
	Iteration 22Q: 3 clusters Score -1399384 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1399531.250000 Penalty: 4638.426758
	Iteration 23Q: 3 clusters Score -1399531 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1399662.250000 Penalty: 4638.426758
	Iteration 24Q: 3 clusters Score -1399662 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1399787.000000 Penalty: 4638.426758
	Iteration 25Q: 3 clusters Score -1399787 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1399874.125000 Penalty: 4638.426758
	Iteration 26Q: 3 clusters Score -1399874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1399948.375000 Penalty: 4638.426758
	Iteration 27Q: 3 clusters Score -1399948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1400028.625000 Penalty: 4638.426758
	Iteration 28Q: 3 clusters Score -1400029 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1400086.875000 Penalty: 4638.426758
	Iteration 29Q: 3 clusters Score -1400087 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1400142.125000 Penalty: 4638.426758
	Iteration 30Q: 3 clusters Score -1400142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1400198.875000 Penalty: 4638.426758
	Iteration 31Q: 3 clusters Score -1400199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1400237.125000 Penalty: 4638.426758
	Iteration 32Q: 3 clusters Score -1400237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1400265.750000 Penalty: 4638.426758
	Iteration 33Q: 3 clusters Score -1400266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1400295.000000 Penalty: 4638.426758
	Iteration 34Q: 3 clusters Score -1400295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1400324.375000 Penalty: 4638.426758
	Iteration 35Q: 3 clusters Score -1400324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1400347.875000 Penalty: 4638.426758
	Iteration 36Q: 3 clusters Score -1400348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1400365.000000 Penalty: 4638.426758
	Iteration 37Q: 3 clusters Score -1400365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1400379.875000 Penalty: 4638.426758
	Iteration 38Q: 3 clusters Score -1400380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1400395.250000 Penalty: 4638.426758
	Iteration 39Q: 3 clusters Score -1400395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1400405.125000 Penalty: 4638.426758
	Iteration 40F: 3 clusters Score -1400405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1400410.500000 Penalty: 4638.426758
	Iteration 41Q: 3 clusters Score -1400410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1400431.125000 Penalty: 4638.426758
	Iteration 42Q: 3 clusters Score -1400431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1400444.250000 Penalty: 4638.426758
	Iteration 43Q: 3 clusters Score -1400444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1400456.500000 Penalty: 4638.426758
	Iteration 44Q: 3 clusters Score -1400456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1400473.875000 Penalty: 4638.426758
	Iteration 45Q: 3 clusters Score -1400474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1400488.375000 Penalty: 4638.426758
	Iteration 46Q: 3 clusters Score -1400488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1400510.250000 Penalty: 4638.426758
	Iteration 47Q: 3 clusters Score -1400510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1400528.750000 Penalty: 4638.426758
	Iteration 48Q: 3 clusters Score -1400529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1400549.375000 Penalty: 4638.426758
	Iteration 49Q: 3 clusters Score -1400549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1400566.875000 Penalty: 4638.426758
	Iteration 50Q: 3 clusters Score -1400567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1400575.875000 Penalty: 4638.426758
	Iteration 51Q: 3 clusters Score -1400576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1400588.750000 Penalty: 4638.426758
	Iteration 52Q: 3 clusters Score -1400589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1400598.000000 Penalty: 4638.426758
	Iteration 53Q: 3 clusters Score -1400598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1400607.000000 Penalty: 4638.426758
	Iteration 54Q: 3 clusters Score -1400607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1400614.250000 Penalty: 4638.426758
	Iteration 55Q: 3 clusters Score -1400614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1400627.625000 Penalty: 4638.426758
	Iteration 56Q: 3 clusters Score -1400628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1400634.875000 Penalty: 4638.426758
	Iteration 57Q: 3 clusters Score -1400635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1400643.000000 Penalty: 4638.426758
	Iteration 58Q: 3 clusters Score -1400643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1400654.000000 Penalty: 4638.426758
	Iteration 59Q: 3 clusters Score -1400654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1400660.875000 Penalty: 4638.426758
	Iteration 60F: 3 clusters Score -1400661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1400667.625000 Penalty: 4638.426758
	Iteration 61Q: 3 clusters Score -1400668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1400671.750000 Penalty: 4638.426758
	Iteration 62Q: 3 clusters Score -1400672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1400679.125000 Penalty: 4638.426758
	Iteration 63Q: 3 clusters Score -1400679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1400681.750000 Penalty: 4638.426758
	Iteration 64Q: 3 clusters Score -1400682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1400683.750000 Penalty: 4638.426758
	Iteration 65Q: 3 clusters Score -1400684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1400683.500000 Penalty: 4638.426758
	Iteration 66Q: 3 clusters Score -1400684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1400686.875000 Penalty: 4638.426758
	Iteration 67Q: 3 clusters Score -1400687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1400688.500000 Penalty: 4638.426758
	Iteration 68Q: 3 clusters Score -1400688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1400686.875000 Penalty: 4638.426758
	Iteration 69Q: 3 clusters Score -1400687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1400687.375000 Penalty: 4638.426758
	Iteration 70Q: 3 clusters Score -1400687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1400688.000000 Penalty: 4638.426758
	Iteration 71Q: 3 clusters Score -1400688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1400690.625000 Penalty: 4638.426758
	Iteration 72Q: 3 clusters Score -1400691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1400690.625000 Penalty: 4638.426758
	Iteration 73F: 3 clusters Score -1400691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -124122.359375 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -124122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122179.664062 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -122179.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122491.164062 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -122491.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122610.718750 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -122610.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122660.195312 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -122660.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122686.281250 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -122686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122705.437500 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -122705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122721.414062 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -122721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122738.132812 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -122738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122757.367188 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -122757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122770.890625 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -122770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122782.140625 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -122782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122797.492188 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -122797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122832.460938 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -122832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122936.468750 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -122936.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123064.585938 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -123064.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123190.000000 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -123190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123238.632812 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -123238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123272.250000 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -123272.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123310.710938 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -123310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123344.015625 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -123344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123370.625000 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -123370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123410.898438 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -123410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -123445.742188 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -123445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123478.671875 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -123478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123536.203125 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -123536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123565.601562 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -123565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123570.476562 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -123570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -123573.875000 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -123573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123574.312500 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -123574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -123576.953125 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -123577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123582.273438 Penalty: 3438.494141
	Iteration 30Q: 3 clusters Score -123582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -123582.765625 Penalty: 3438.494141
	Iteration 31Q: 3 clusters Score -123582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123584.031250 Penalty: 3438.494141
	Iteration 32Q: 3 clusters Score -123584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123586.812500 Penalty: 3438.494141
	Iteration 33Q: 3 clusters Score -123586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123588.843750 Penalty: 3438.494141
	Iteration 34Q: 3 clusters Score -123588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123591.046875 Penalty: 3438.494141
	Iteration 35Q: 3 clusters Score -123591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123592.148438 Penalty: 3438.494141
	Iteration 36Q: 3 clusters Score -123592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123595.093750 Penalty: 3438.494141
	Iteration 37Q: 3 clusters Score -123595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123598.671875 Penalty: 3438.494141
	Iteration 38Q: 3 clusters Score -123598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123601.148438 Penalty: 3438.494141
	Iteration 39Q: 3 clusters Score -123601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -123602.367188 Penalty: 3438.494141
	Iteration 40F: 3 clusters Score -123602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123603.757812 Penalty: 3438.494141
	Iteration 41Q: 3 clusters Score -123603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -123604.492188 Penalty: 3438.494141
	Iteration 42Q: 3 clusters Score -123604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123605.484375 Penalty: 3438.494141
	Iteration 43Q: 3 clusters Score -123605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123605.484375 Penalty: 3438.494141
	Iteration 44F: 3 clusters Score -123605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Entering Unmasked Estep 
Score: -22773920.000000 Penalty: 2999.022217
	Iteration 0F: 2 clusters Score -2.277392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -22655456.000000 Penalty: 5998.044434
	Iteration 0F: 3 clusters Score -2.265546e+07 nChanged 85763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -22705634.000000 Penalty: 5998.044434
	Iteration 1F: 3 clusters Score -2.270563e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -22708618.000000 Penalty: 5998.044434
	Iteration 2Q: 3 clusters Score -2.270862e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -22714388.000000 Penalty: 5998.044434
	Iteration 3F: 3 clusters Score -2.271439e+07 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -22725012.000000 Penalty: 5998.044434
	Iteration 4F: 3 clusters Score -2.272501e+07 nChanged 17826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -22741904.000000 Penalty: 5998.044434
	Iteration 5F: 3 clusters Score -2.27419e+07 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -22759090.000000 Penalty: 5998.044434
	Iteration 6F: 3 clusters Score -2.275909e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -22768062.000000 Penalty: 5998.044434
	Iteration 7F: 3 clusters Score -2.276806e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -22770400.000000 Penalty: 5998.044434
	Iteration 8Q: 3 clusters Score -2.27704e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 178224 members 
Entering Unmasked Estep 
Score: -22770972.000000 Penalty: 5998.044434
	Iteration 9Q: 3 clusters Score -2.277097e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 178332 members 
Entering Unmasked Estep 
Score: -22771122.000000 Penalty: 5998.044434
	Iteration 10Q: 3 clusters Score -2.277112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178357 members 
Entering Unmasked Estep 
Score: -22771190.000000 Penalty: 5998.044434
	Iteration 11Q: 3 clusters Score -2.277119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -22771208.000000 Penalty: 5998.044434
	Iteration 12Q: 3 clusters Score -2.277121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -22771212.000000 Penalty: 5998.044434
	Iteration 13Q: 3 clusters Score -2.277121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -22771230.000000 Penalty: 5998.044434
	Iteration 14Q: 3 clusters Score -2.277123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -22771260.000000 Penalty: 5998.044434
	Iteration 15Q: 3 clusters Score -2.277126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -22771288.000000 Penalty: 5998.044434
	Iteration 16Q: 3 clusters Score -2.277129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -22771272.000000 Penalty: 5998.044434
	Iteration 17Q: 3 clusters Score -2.277127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178386 members 
Entering Unmasked Estep 
Score: -22771280.000000 Penalty: 5998.044434
	Iteration 18Q: 3 clusters Score -2.277128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178386 members 
Entering Unmasked Estep 
Score: -22771280.000000 Penalty: 5998.044434
	Iteration 19F: 3 clusters Score -2.277128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Entering Unmasked Estep 
Score: -2071569.000000 Penalty: 2399.107910
	Iteration 0F: 2 clusters Score -2071569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2060105.500000 Penalty: 4798.215820
	Iteration 0F: 3 clusters Score -2060106 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2063681.500000 Penalty: 4798.215820
	Iteration 1F: 3 clusters Score -2063682 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2063992.625000 Penalty: 4798.215820
	Iteration 2F: 3 clusters Score -2063993 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2064248.125000 Penalty: 4798.215820
	Iteration 3Q: 3 clusters Score -2064248 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2064463.250000 Penalty: 4798.215820
	Iteration 4Q: 3 clusters Score -2064463 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2064730.875000 Penalty: 4798.215820
	Iteration 5Q: 3 clusters Score -2064731 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2065033.375000 Penalty: 4798.215820
	Iteration 6Q: 3 clusters Score -2065033 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2065413.125000 Penalty: 4798.215820
	Iteration 7Q: 3 clusters Score -2065413 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2065919.250000 Penalty: 4798.215820
	Iteration 8F: 3 clusters Score -2065919 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2066551.125000 Penalty: 4798.215820
	Iteration 9F: 3 clusters Score -2066551 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2067289.375000 Penalty: 4798.215820
	Iteration 10F: 3 clusters Score -2067289 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2068019.250000 Penalty: 4798.215820
	Iteration 11F: 3 clusters Score -2068019 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2068556.750000 Penalty: 4798.215820
	Iteration 12Q: 3 clusters Score -2068557 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2068864.375000 Penalty: 4798.215820
	Iteration 13Q: 3 clusters Score -2068864 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2069023.250000 Penalty: 4798.215820
	Iteration 14Q: 3 clusters Score -2069023 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2069114.625000 Penalty: 4798.215820
	Iteration 15Q: 3 clusters Score -2069115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2069172.000000 Penalty: 4798.215820
	Iteration 16Q: 3 clusters Score -2069172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2069203.250000 Penalty: 4798.215820
	Iteration 17Q: 3 clusters Score -2069203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2069225.875000 Penalty: 4798.215820
	Iteration 18Q: 3 clusters Score -2069226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2069257.000000 Penalty: 4798.215820
	Iteration 19Q: 3 clusters Score -2069257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2069277.375000 Penalty: 4798.215820
	Iteration 20F: 3 clusters Score -2069277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2069284.500000 Penalty: 4798.215820
	Iteration 21Q: 3 clusters Score -2069284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2069297.750000 Penalty: 4798.215820
	Iteration 22Q: 3 clusters Score -2069298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2069308.250000 Penalty: 4798.215820
	Iteration 23Q: 3 clusters Score -2069308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2069323.000000 Penalty: 4798.215820
	Iteration 24Q: 3 clusters Score -2069323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2069332.750000 Penalty: 4798.215820
	Iteration 25Q: 3 clusters Score -2069333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2069344.750000 Penalty: 4798.215820
	Iteration 26Q: 3 clusters Score -2069345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2069344.750000 Penalty: 4798.215820
	Iteration 27Q: 3 clusters Score -2069345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2069348.625000 Penalty: 4798.215820
	Iteration 28Q: 3 clusters Score -2069349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2069351.875000 Penalty: 4798.215820
	Iteration 29Q: 3 clusters Score -2069352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2069355.375000 Penalty: 4798.215820
	Iteration 30Q: 3 clusters Score -2069355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2069357.875000 Penalty: 4798.215820
	Iteration 31Q: 3 clusters Score -2069358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2069357.125000 Penalty: 4798.215820
	Iteration 32Q: 3 clusters Score -2069357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2069362.125000 Penalty: 4798.215820
	Iteration 33Q: 3 clusters Score -2069362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2069362.125000 Penalty: 4798.215820
	Iteration 34Q: 3 clusters Score -2069362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2069363.625000 Penalty: 4798.215820
	Iteration 35Q: 3 clusters Score -2069364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2069367.000000 Penalty: 4798.215820
	Iteration 36Q: 3 clusters Score -2069367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2069368.875000 Penalty: 4798.215820
	Iteration 37Q: 3 clusters Score -2069369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2069370.625000 Penalty: 4798.215820
	Iteration 38Q: 3 clusters Score -2069371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2069375.250000 Penalty: 4798.215820
	Iteration 39Q: 3 clusters Score -2069375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2069379.000000 Penalty: 4798.215820
	Iteration 40F: 3 clusters Score -2069379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2069382.125000 Penalty: 4798.215820
	Iteration 41Q: 3 clusters Score -2069382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2069386.375000 Penalty: 4798.215820
	Iteration 42Q: 3 clusters Score -2069386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2069384.250000 Penalty: 4798.215820
	Iteration 43Q: 3 clusters Score -2069384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2069386.625000 Penalty: 4798.215820
	Iteration 44Q: 3 clusters Score -2069387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2069388.125000 Penalty: 4798.215820
	Iteration 45Q: 3 clusters Score -2069388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2069390.125000 Penalty: 4798.215820
	Iteration 46Q: 3 clusters Score -2069390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2069394.000000 Penalty: 4798.215820
	Iteration 47Q: 3 clusters Score -2069394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2069390.875000 Penalty: 4798.215820
	Iteration 48Q: 3 clusters Score -2069391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2069395.125000 Penalty: 4798.215820
	Iteration 49Q: 3 clusters Score -2069395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2069397.500000 Penalty: 4798.215820
	Iteration 50Q: 3 clusters Score -2069398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2069399.125000 Penalty: 4798.215820
	Iteration 51Q: 3 clusters Score -2069399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2069397.875000 Penalty: 4798.215820
	Iteration 52Q: 3 clusters Score -2069398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2069401.625000 Penalty: 4798.215820
	Iteration 53Q: 3 clusters Score -2069402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2069404.250000 Penalty: 4798.215820
	Iteration 54Q: 3 clusters Score -2069404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2069402.500000 Penalty: 4798.215820
	Iteration 55Q: 3 clusters Score -2069402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2069406.750000 Penalty: 4798.215820
	Iteration 56Q: 3 clusters Score -2069407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2069406.875000 Penalty: 4798.215820
	Iteration 57Q: 3 clusters Score -2069407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2069407.750000 Penalty: 4798.215820
	Iteration 58Q: 3 clusters Score -2069408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2069407.250000 Penalty: 4798.215820
	Iteration 59Q: 3 clusters Score -2069407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2069407.250000 Penalty: 4798.215820
	Iteration 60F: 3 clusters Score -2069407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (240149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240149 members 
Entering Unmasked Estep 
Score: -30692670.000000 Penalty: 3072.475830
	Iteration 0F: 2 clusters Score -3.069267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -30593944.000000 Penalty: 6144.951660
	Iteration 0F: 3 clusters Score -3.059394e+07 nChanged 115781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 127273 members 
Entering Unmasked Estep 
Score: -30661852.000000 Penalty: 6144.951660
	Iteration 1F: 3 clusters Score -3.066185e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -30663194.000000 Penalty: 6144.951660
	Iteration 2Q: 3 clusters Score -3.066319e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -30665662.000000 Penalty: 6144.951660
	Iteration 3Q: 3 clusters Score -3.066566e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -30669410.000000 Penalty: 6144.951660
	Iteration 4Q: 3 clusters Score -3.066941e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -30674118.000000 Penalty: 6144.951660
	Iteration 5F: 3 clusters Score -3.067412e+07 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -30679474.000000 Penalty: 6144.951660
	Iteration 6F: 3 clusters Score -3.067947e+07 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 189124 members 
Entering Unmasked Estep 
Score: -30682106.000000 Penalty: 6144.951660
	Iteration 7F: 3 clusters Score -3.068211e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 199929 members 
Entering Unmasked Estep 
Score: -30683582.000000 Penalty: 6144.951660
	Iteration 8F: 3 clusters Score -3.068358e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 206544 members 
Entering Unmasked Estep 
Score: -30684966.000000 Penalty: 6144.951660
	Iteration 9Q: 3 clusters Score -3.068497e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 210345 members 
Entering Unmasked Estep 
Score: -30685906.000000 Penalty: 6144.951660
	Iteration 10Q: 3 clusters Score -3.068591e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 212494 members 
Entering Unmasked Estep 
Score: -30686450.000000 Penalty: 6144.951660
	Iteration 11Q: 3 clusters Score -3.068645e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 213730 members 
Entering Unmasked Estep 
Score: -30686966.000000 Penalty: 6144.951660
	Iteration 12Q: 3 clusters Score -3.068697e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 214405 members 
Entering Unmasked Estep 
Score: -30687424.000000 Penalty: 6144.951660
	Iteration 13Q: 3 clusters Score -3.068742e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 214680 members 
Entering Unmasked Estep 
Score: -30687656.000000 Penalty: 6144.951660
	Iteration 14Q: 3 clusters Score -3.068766e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 214645 members 
Entering Unmasked Estep 
Score: -30687878.000000 Penalty: 6144.951660
	Iteration 15Q: 3 clusters Score -3.068788e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -30688140.000000 Penalty: 6144.951660
	Iteration 16Q: 3 clusters Score -3.068814e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 213877 members 
Entering Unmasked Estep 
Score: -30688384.000000 Penalty: 6144.951660
	Iteration 17Q: 3 clusters Score -3.068838e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 213243 members 
Entering Unmasked Estep 
Score: -30688638.000000 Penalty: 6144.951660
	Iteration 18Q: 3 clusters Score -3.068864e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 212514 members 
Entering Unmasked Estep 
Score: -30688812.000000 Penalty: 6144.951660
	Iteration 19Q: 3 clusters Score -3.068881e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 211698 members 
Entering Unmasked Estep 
Score: -30689238.000000 Penalty: 6144.951660
	Iteration 20F: 3 clusters Score -3.068924e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 210764 members 
Entering Unmasked Estep 
Score: -30689476.000000 Penalty: 6144.951660
	Iteration 21Q: 3 clusters Score -3.068948e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 209827 members 
Entering Unmasked Estep 
Score: -30689994.000000 Penalty: 6144.951660
	Iteration 22Q: 3 clusters Score -3.068999e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 208802 members 
Entering Unmasked Estep 
Score: -30690406.000000 Penalty: 6144.951660
	Iteration 23Q: 3 clusters Score -3.069041e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -30690920.000000 Penalty: 6144.951660
	Iteration 24Q: 3 clusters Score -3.069092e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -30691470.000000 Penalty: 6144.951660
	Iteration 25Q: 3 clusters Score -3.069147e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 205022 members 
Entering Unmasked Estep 
Score: -30692124.000000 Penalty: 6144.951660
	Iteration 26Q: 3 clusters Score -3.069212e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -30692732.000000 Penalty: 6144.951660
	Iteration 27Q: 3 clusters Score -3.069273e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 201772 members 
Entering Unmasked Estep 
Score: -30693306.000000 Penalty: 6144.951660
	Iteration 28Q: 3 clusters Score -3.069331e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 199854 members 
Entering Unmasked Estep 
Score: -30694122.000000 Penalty: 6144.951660
	Iteration 29Q: 3 clusters Score -3.069412e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 197707 members 
Entering Unmasked Estep 
Score: -30695046.000000 Penalty: 6144.951660
	Iteration 30Q: 3 clusters Score -3.069505e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 195385 members 
Entering Unmasked Estep 
Score: -30695884.000000 Penalty: 6144.951660
	Iteration 31Q: 3 clusters Score -3.069588e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -30696840.000000 Penalty: 6144.951660
	Iteration 32Q: 3 clusters Score -3.069684e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 190106 members 
Entering Unmasked Estep 
Score: -30697920.000000 Penalty: 6144.951660
	Iteration 33Q: 3 clusters Score -3.069792e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -30699066.000000 Penalty: 6144.951660
	Iteration 34Q: 3 clusters Score -3.069907e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 184067 members 
Entering Unmasked Estep 
Score: -30700510.000000 Penalty: 6144.951660
	Iteration 35Q: 3 clusters Score -3.070051e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 180836 members 
Entering Unmasked Estep 
Score: -30701740.000000 Penalty: 6144.951660
	Iteration 36Q: 3 clusters Score -3.070174e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -30703298.000000 Penalty: 6144.951660
	Iteration 37Q: 3 clusters Score -3.07033e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -30703792.000000 Penalty: 6144.951660
	Iteration 38Q: 3 clusters Score -3.070379e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -30704476.000000 Penalty: 6144.951660
	Iteration 39Q: 3 clusters Score -3.070448e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -30705138.000000 Penalty: 6144.951660
	Iteration 40F: 3 clusters Score -3.070514e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -30705818.000000 Penalty: 6144.951660
	Iteration 41Q: 3 clusters Score -3.070582e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -30706474.000000 Penalty: 6144.951660
	Iteration 42Q: 3 clusters Score -3.070647e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -30706980.000000 Penalty: 6144.951660
	Iteration 43Q: 3 clusters Score -3.070698e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -30707404.000000 Penalty: 6144.951660
	Iteration 44Q: 3 clusters Score -3.07074e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -30707874.000000 Penalty: 6144.951660
	Iteration 45Q: 3 clusters Score -3.070787e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -30708134.000000 Penalty: 6144.951660
	Iteration 46Q: 3 clusters Score -3.070813e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -30708454.000000 Penalty: 6144.951660
	Iteration 47Q: 3 clusters Score -3.070845e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 144219 members 
Entering Unmasked Estep 
Score: -30708652.000000 Penalty: 6144.951660
	Iteration 48Q: 3 clusters Score -3.070865e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -30708968.000000 Penalty: 6144.951660
	Iteration 49Q: 3 clusters Score -3.070897e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 138952 members 
Entering Unmasked Estep 
Score: -30709156.000000 Penalty: 6144.951660
	Iteration 50Q: 3 clusters Score -3.070916e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 136272 members 
Entering Unmasked Estep 
Score: -30709200.000000 Penalty: 6144.951660
	Iteration 51Q: 3 clusters Score -3.07092e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -30709336.000000 Penalty: 6144.951660
	Iteration 52Q: 3 clusters Score -3.070934e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 130361 members 
Entering Unmasked Estep 
Score: -30709390.000000 Penalty: 6144.951660
	Iteration 53Q: 3 clusters Score -3.070939e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 127247 members 
Entering Unmasked Estep 
Score: -30709616.000000 Penalty: 6144.951660
	Iteration 54Q: 3 clusters Score -3.070962e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -30709736.000000 Penalty: 6144.951660
	Iteration 55Q: 3 clusters Score -3.070974e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -30709846.000000 Penalty: 6144.951660
	Iteration 56Q: 3 clusters Score -3.070985e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 117715 members 
Entering Unmasked Estep 
Score: -30709958.000000 Penalty: 6144.951660
	Iteration 57Q: 3 clusters Score -3.070996e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -30710120.000000 Penalty: 6144.951660
	Iteration 58Q: 3 clusters Score -3.071012e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -30710402.000000 Penalty: 6144.951660
	Iteration 59Q: 3 clusters Score -3.07104e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135263 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -30710596.000000 Penalty: 6144.951660
	Iteration 60F: 3 clusters Score -3.07106e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -30710940.000000 Penalty: 6144.951660
	Iteration 61Q: 3 clusters Score -3.071094e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -30711540.000000 Penalty: 6144.951660
	Iteration 62Q: 3 clusters Score -3.071154e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -30711748.000000 Penalty: 6144.951660
	Iteration 63Q: 3 clusters Score -3.071175e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -30711744.000000 Penalty: 6144.951660
	Iteration 64Q: 3 clusters Score -3.071174e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -30710660.000000 Penalty: 6144.951660
	Iteration 65F: 3 clusters Score -3.071066e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -30707202.000000 Penalty: 6144.951660
	Iteration 66F: 3 clusters Score -3.07072e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207566 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -30703002.000000 Penalty: 6144.951660
	Iteration 67F: 3 clusters Score -3.0703e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216124 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -30699354.000000 Penalty: 6144.951660
	Iteration 68Q: 3 clusters Score -3.069935e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221538 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -30697058.000000 Penalty: 6144.951660
	Iteration 69Q: 3 clusters Score -3.069706e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225206 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -30695660.000000 Penalty: 6144.951660
	Iteration 70Q: 3 clusters Score -3.069566e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227817 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -30694510.000000 Penalty: 6144.951660
	Iteration 71Q: 3 clusters Score -3.069451e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229826 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -30694072.000000 Penalty: 6144.951660
	Iteration 72Q: 3 clusters Score -3.069407e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231432 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -30693502.000000 Penalty: 6144.951660
	Iteration 73Q: 3 clusters Score -3.06935e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232692 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -30693066.000000 Penalty: 6144.951660
	Iteration 74Q: 3 clusters Score -3.069307e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233718 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -30692768.000000 Penalty: 6144.951660
	Iteration 75Q: 3 clusters Score -3.069277e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234582 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -30692540.000000 Penalty: 6144.951660
	Iteration 76Q: 3 clusters Score -3.069254e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235313 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -30692252.000000 Penalty: 6144.951660
	Iteration 77Q: 3 clusters Score -3.069225e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235890 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -30692040.000000 Penalty: 6144.951660
	Iteration 78Q: 3 clusters Score -3.069204e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236363 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -30691888.000000 Penalty: 6144.951660
	Iteration 79Q: 3 clusters Score -3.069189e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236765 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -30691722.000000 Penalty: 6144.951660
	Iteration 80F: 3 clusters Score -3.069172e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237103 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -30691630.000000 Penalty: 6144.951660
	Iteration 81Q: 3 clusters Score -3.069163e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237391 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -30691530.000000 Penalty: 6144.951660
	Iteration 82Q: 3 clusters Score -3.069153e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237637 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -30691408.000000 Penalty: 6144.951660
	Iteration 83Q: 3 clusters Score -3.069141e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237828 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -30691322.000000 Penalty: 6144.951660
	Iteration 84Q: 3 clusters Score -3.069132e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237987 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -30691230.000000 Penalty: 6144.951660
	Iteration 85Q: 3 clusters Score -3.069123e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238132 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -30691168.000000 Penalty: 6144.951660
	Iteration 86Q: 3 clusters Score -3.069117e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238261 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -30691116.000000 Penalty: 6144.951660
	Iteration 87Q: 3 clusters Score -3.069112e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238374 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -30691032.000000 Penalty: 6144.951660
	Iteration 88Q: 3 clusters Score -3.069103e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238471 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -30691038.000000 Penalty: 6144.951660
	Iteration 89Q: 3 clusters Score -3.069104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238540 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -30691014.000000 Penalty: 6144.951660
	Iteration 90Q: 3 clusters Score -3.069101e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238599 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -30690970.000000 Penalty: 6144.951660
	Iteration 91Q: 3 clusters Score -3.069097e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238643 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -30690968.000000 Penalty: 6144.951660
	Iteration 92Q: 3 clusters Score -3.069097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -30690940.000000 Penalty: 6144.951660
	Iteration 93Q: 3 clusters Score -3.069094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238735 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -30690940.000000 Penalty: 6144.951660
	Iteration 94Q: 3 clusters Score -3.069094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238768 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -30690926.000000 Penalty: 6144.951660
	Iteration 95Q: 3 clusters Score -3.069093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238801 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -30690934.000000 Penalty: 6144.951660
	Iteration 96Q: 3 clusters Score -3.069093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238822 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -30690918.000000 Penalty: 6144.951660
	Iteration 97Q: 3 clusters Score -3.069092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238840 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -30690938.000000 Penalty: 6144.951660
	Iteration 98Q: 3 clusters Score -3.069094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238855 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -30690930.000000 Penalty: 6144.951660
	Iteration 99Q: 3 clusters Score -3.069093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238872 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -30690928.000000 Penalty: 6144.951660
	Iteration 100F: 3 clusters Score -3.069093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238888 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -30690934.000000 Penalty: 6144.951660
	Iteration 101Q: 3 clusters Score -3.069093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238900 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -30690940.000000 Penalty: 6144.951660
	Iteration 102Q: 3 clusters Score -3.069094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238916 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -30690932.000000 Penalty: 6144.951660
	Iteration 103Q: 3 clusters Score -3.069093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238936 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -30690930.000000 Penalty: 6144.951660
	Iteration 104Q: 3 clusters Score -3.069093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238949 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -30690922.000000 Penalty: 6144.951660
	Iteration 105Q: 3 clusters Score -3.069092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238959 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -30690920.000000 Penalty: 6144.951660
	Iteration 106Q: 3 clusters Score -3.069092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238974 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -30690946.000000 Penalty: 6144.951660
	Iteration 107Q: 3 clusters Score -3.069095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238998 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -30690948.000000 Penalty: 6144.951660
	Iteration 108Q: 3 clusters Score -3.069095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239013 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -30690940.000000 Penalty: 6144.951660
	Iteration 109Q: 3 clusters Score -3.069094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239020 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -30690930.000000 Penalty: 6144.951660
	Iteration 110Q: 3 clusters Score -3.069093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239022 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -30690920.000000 Penalty: 6144.951660
	Iteration 111Q: 3 clusters Score -3.069092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239029 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -30690918.000000 Penalty: 6144.951660
	Iteration 112Q: 3 clusters Score -3.069092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239033 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -30690916.000000 Penalty: 6144.951660
	Iteration 113Q: 3 clusters Score -3.069092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239036 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -30690906.000000 Penalty: 6144.951660
	Iteration 114Q: 3 clusters Score -3.069091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239042 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30690914.000000 Penalty: 6144.951660
	Iteration 115Q: 3 clusters Score -3.069091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239043 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -30690892.000000 Penalty: 6144.951660
	Iteration 116Q: 3 clusters Score -3.069089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239044 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30690908.000000 Penalty: 6144.951660
	Iteration 117Q: 3 clusters Score -3.069091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239047 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30690894.000000 Penalty: 6144.951660
	Iteration 118Q: 3 clusters Score -3.069089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -30690888.000000 Penalty: 6144.951660
	Iteration 119Q: 3 clusters Score -3.069089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239061 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -30690880.000000 Penalty: 6144.951660
	Iteration 120F: 3 clusters Score -3.069088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -30690872.000000 Penalty: 6144.951660
	Iteration 121Q: 3 clusters Score -3.069087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239071 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -30690866.000000 Penalty: 6144.951660
	Iteration 122Q: 3 clusters Score -3.069087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239072 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -30690866.000000 Penalty: 6144.951660
	Iteration 123Q: 3 clusters Score -3.069087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -30690862.000000 Penalty: 6144.951660
	Iteration 124Q: 3 clusters Score -3.069086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239076 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -30690874.000000 Penalty: 6144.951660
	Iteration 125Q: 3 clusters Score -3.069087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239080 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -30690872.000000 Penalty: 6144.951660
	Iteration 126Q: 3 clusters Score -3.069087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239084 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -30690864.000000 Penalty: 6144.951660
	Iteration 127Q: 3 clusters Score -3.069086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239088 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -30690854.000000 Penalty: 6144.951660
	Iteration 128Q: 3 clusters Score -3.069085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239089 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -30690868.000000 Penalty: 6144.951660
	Iteration 129Q: 3 clusters Score -3.069087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239089 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -30690868.000000 Penalty: 6144.951660
	Iteration 130F: 3 clusters Score -3.069087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -138142.656250 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -138142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136136.421875 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -136136.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137020.734375 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -137020.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137529.171875 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -137529.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137934.265625 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -137934.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138125.500000 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -138125.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -138240.906250 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -138240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138265.937500 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -138265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -138273.218750 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -138273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138276.390625 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -138276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138276.390625 Penalty: 3495.136963
	Iteration 9F: 3 clusters Score -138276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 4 contains 945 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178587 members 
Mstep: Class 7 contains 15896 members 
Mstep: Class 8 contains 240149 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 50415 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54696 members 
Mstep: Class 16 contains 136511 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31909 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116056312.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116057832.000000 to -116056312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (50415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Entering Unmasked Estep 
Score: -6502933.000000 Penalty: 2685.354980
	Iteration 0F: 2 clusters Score -6502933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6468874.500000 Penalty: 5370.709961
	Iteration 0F: 3 clusters Score -6468874 nChanged 23306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6481888.500000 Penalty: 5370.709961
	Iteration 1F: 3 clusters Score -6481888 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -6482449.000000 Penalty: 5370.709961
	Iteration 2Q: 3 clusters Score -6482449 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6483026.000000 Penalty: 5370.709961
	Iteration 3Q: 3 clusters Score -6483026 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6483702.000000 Penalty: 5370.709961
	Iteration 4Q: 3 clusters Score -6483702 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6484658.000000 Penalty: 5370.709961
	Iteration 5Q: 3 clusters Score -6484658 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6486123.000000 Penalty: 5370.709961
	Iteration 6F: 3 clusters Score -6486123 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -6488209.000000 Penalty: 5370.709961
	Iteration 7F: 3 clusters Score -6488209 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6491139.000000 Penalty: 5370.709961
	Iteration 8F: 3 clusters Score -6491139 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -6494356.500000 Penalty: 5370.709961
	Iteration 9F: 3 clusters Score -6494356 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6497002.000000 Penalty: 5370.709961
	Iteration 10F: 3 clusters Score -6497002 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6498681.000000 Penalty: 5370.709961
	Iteration 11Q: 3 clusters Score -6498681 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6499591.500000 Penalty: 5370.709961
	Iteration 12Q: 3 clusters Score -6499592 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6500054.500000 Penalty: 5370.709961
	Iteration 13Q: 3 clusters Score -6500054 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -6500251.000000 Penalty: 5370.709961
	Iteration 14Q: 3 clusters Score -6500251 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6500353.500000 Penalty: 5370.709961
	Iteration 15Q: 3 clusters Score -6500354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -6500403.000000 Penalty: 5370.709961
	Iteration 16Q: 3 clusters Score -6500403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6500466.000000 Penalty: 5370.709961
	Iteration 17Q: 3 clusters Score -6500466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6500489.000000 Penalty: 5370.709961
	Iteration 18Q: 3 clusters Score -6500489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -6500518.500000 Penalty: 5370.709961
	Iteration 19Q: 3 clusters Score -6500518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6500520.000000 Penalty: 5370.709961
	Iteration 20F: 3 clusters Score -6500520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -6500527.500000 Penalty: 5370.709961
	Iteration 21Q: 3 clusters Score -6500528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6500531.500000 Penalty: 5370.709961
	Iteration 22Q: 3 clusters Score -6500532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6500534.500000 Penalty: 5370.709961
	Iteration 23Q: 3 clusters Score -6500534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6500534.500000 Penalty: 5370.709961
	Iteration 24Q: 3 clusters Score -6500534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6500541.500000 Penalty: 5370.709961
	Iteration 25Q: 3 clusters Score -6500542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6500541.500000 Penalty: 5370.709961
	Iteration 26F: 3 clusters Score -6500542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -351396.781250 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -351396.8 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 1432 members 
Entering Unmasked Estep 
Score: -348294.875000 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -348294.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -348944.250000 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -348944.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349092.562500 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -349092.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -349184.750000 Penalty: 3935.163330
	Iteration 3Q: 3 clusters Score -349184.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -349243.125000 Penalty: 3935.163330
	Iteration 4Q: 3 clusters Score -349243.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -349280.718750 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -349280.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -349316.000000 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -349316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -349359.625000 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -349359.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -349393.687500 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -349393.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -349416.843750 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -349416.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -349430.312500 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -349430.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -349453.000000 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -349453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -349476.656250 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -349476.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -349501.312500 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -349501.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -349526.156250 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -349526.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -349549.812500 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -349549.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -349573.000000 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -349573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -349592.937500 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -349592.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -349621.875000 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -349621.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -349652.312500 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -349652.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -349683.218750 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -349683.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -349708.250000 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -349708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -349723.218750 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -349723.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349740.000000 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -349740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -349754.656250 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -349754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -349765.125000 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -349765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -349772.718750 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -349772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -349775.250000 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -349775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -349777.906250 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -349777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -349779.593750 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -349779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -349780.093750 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -349780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -349780.593750 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -349780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -349783.031250 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -349783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -349784.437500 Penalty: 3935.163330
	Iteration 33Q: 3 clusters Score -349784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -349785.656250 Penalty: 3935.163330
	Iteration 34Q: 3 clusters Score -349785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -349786.437500 Penalty: 3935.163330
	Iteration 35Q: 3 clusters Score -349786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -349786.437500 Penalty: 3935.163330
	Iteration 36F: 3 clusters Score -349786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -714722.625000 Penalty: 2152.680176
	Iteration 0F: 2 clusters Score -714722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -709598.437500 Penalty: 4305.360352
	Iteration 0F: 3 clusters Score -709598.4 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -710931.500000 Penalty: 4305.360352
	Iteration 1F: 3 clusters Score -710931.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -711202.875000 Penalty: 4305.360352
	Iteration 2F: 3 clusters Score -711202.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -711390.562500 Penalty: 4305.360352
	Iteration 3F: 3 clusters Score -711390.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -711542.562500 Penalty: 4305.360352
	Iteration 4Q: 3 clusters Score -711542.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -711688.250000 Penalty: 4305.360352
	Iteration 5Q: 3 clusters Score -711688.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -711842.562500 Penalty: 4305.360352
	Iteration 6Q: 3 clusters Score -711842.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -711998.125000 Penalty: 4305.360352
	Iteration 7Q: 3 clusters Score -711998.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -712177.062500 Penalty: 4305.360352
	Iteration 8Q: 3 clusters Score -712177.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -712397.250000 Penalty: 4305.360352
	Iteration 9Q: 3 clusters Score -712397.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -712650.000000 Penalty: 4305.360352
	Iteration 10Q: 3 clusters Score -712650 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -712888.062500 Penalty: 4305.360352
	Iteration 11Q: 3 clusters Score -712888.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -713088.750000 Penalty: 4305.360352
	Iteration 12Q: 3 clusters Score -713088.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -713258.125000 Penalty: 4305.360352
	Iteration 13Q: 3 clusters Score -713258.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -713412.625000 Penalty: 4305.360352
	Iteration 14Q: 3 clusters Score -713412.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -713558.062500 Penalty: 4305.360352
	Iteration 15Q: 3 clusters Score -713558.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -713698.562500 Penalty: 4305.360352
	Iteration 16Q: 3 clusters Score -713698.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -713828.562500 Penalty: 4305.360352
	Iteration 17Q: 3 clusters Score -713828.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -713963.500000 Penalty: 4305.360352
	Iteration 18Q: 3 clusters Score -713963.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -714069.500000 Penalty: 4305.360352
	Iteration 19Q: 3 clusters Score -714069.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -714112.687500 Penalty: 4305.360352
	Iteration 20F: 3 clusters Score -714112.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -714140.187500 Penalty: 4305.360352
	Iteration 21Q: 3 clusters Score -714140.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -714160.500000 Penalty: 4305.360352
	Iteration 22Q: 3 clusters Score -714160.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -714175.187500 Penalty: 4305.360352
	Iteration 23Q: 3 clusters Score -714175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -714183.125000 Penalty: 4305.360352
	Iteration 24Q: 3 clusters Score -714183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -714186.250000 Penalty: 4305.360352
	Iteration 25Q: 3 clusters Score -714186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -714190.250000 Penalty: 4305.360352
	Iteration 26Q: 3 clusters Score -714190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -714192.625000 Penalty: 4305.360352
	Iteration 27Q: 3 clusters Score -714192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -714191.375000 Penalty: 4305.360352
	Iteration 28Q: 3 clusters Score -714191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -714192.125000 Penalty: 4305.360352
	Iteration 29Q: 3 clusters Score -714192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -714193.875000 Penalty: 4305.360352
	Iteration 30Q: 3 clusters Score -714193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -714193.875000 Penalty: 4305.360352
	Iteration 31F: 3 clusters Score -714193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -263103.812500 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -263103.8 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 1026 members 
Entering Unmasked Estep 
Score: -260423.906250 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -260423.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -260859.562500 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -260859.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260966.781250 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -260966.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -261026.093750 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -261026.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261065.812500 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -261065.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261085.781250 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -261085.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -261097.062500 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -261097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261107.031250 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -261107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261116.703125 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -261116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261124.484375 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -261124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261130.734375 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -261130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261137.796875 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -261137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261141.187500 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -261141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261142.828125 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -261142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -261146.546875 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -261146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -261148.031250 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -261148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261149.328125 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -261149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261150.312500 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -261150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261151.406250 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -261151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261152.125000 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -261152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261153.531250 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -261153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261153.843750 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -261153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261153.843750 Penalty: 3793.538330
	Iteration 22F: 3 clusters Score -261153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48681.015625 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48681.02 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 215 members 
Entering Unmasked Estep 
Score: -47263.449219 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -47263.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47473.726562 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -47473.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47526.480469 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -47526.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47554.023438 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -47554.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47564.867188 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47564.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47564.867188 Penalty: 3022.410645
	Iteration 5F: 3 clusters Score -47564.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Entering Unmasked Estep 
Score: -6830686.500000 Penalty: 2705.567383
	Iteration 0F: 2 clusters Score -6830686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -6793726.000000 Penalty: 5411.134766
	Iteration 0F: 3 clusters Score -6793726 nChanged 25382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6807683.500000 Penalty: 5411.134766
	Iteration 1F: 3 clusters Score -6807684 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6808265.000000 Penalty: 5411.134766
	Iteration 2Q: 3 clusters Score -6808265 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6808881.000000 Penalty: 5411.134766
	Iteration 3Q: 3 clusters Score -6808881 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -6809628.500000 Penalty: 5411.134766
	Iteration 4Q: 3 clusters Score -6809628 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6810580.000000 Penalty: 5411.134766
	Iteration 5Q: 3 clusters Score -6810580 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6812017.000000 Penalty: 5411.134766
	Iteration 6F: 3 clusters Score -6812017 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -6814182.000000 Penalty: 5411.134766
	Iteration 7F: 3 clusters Score -6814182 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -6816983.000000 Penalty: 5411.134766
	Iteration 8F: 3 clusters Score -6816983 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -6820149.500000 Penalty: 5411.134766
	Iteration 9F: 3 clusters Score -6820150 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6823091.000000 Penalty: 5411.134766
	Iteration 10F: 3 clusters Score -6823091 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6825221.000000 Penalty: 5411.134766
	Iteration 11Q: 3 clusters Score -6825221 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6826579.500000 Penalty: 5411.134766
	Iteration 12Q: 3 clusters Score -6826580 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6827337.500000 Penalty: 5411.134766
	Iteration 13Q: 3 clusters Score -6827338 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6827718.500000 Penalty: 5411.134766
	Iteration 14Q: 3 clusters Score -6827718 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6827898.500000 Penalty: 5411.134766
	Iteration 15Q: 3 clusters Score -6827898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6828012.000000 Penalty: 5411.134766
	Iteration 16Q: 3 clusters Score -6828012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6828077.000000 Penalty: 5411.134766
	Iteration 17Q: 3 clusters Score -6828077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6828121.000000 Penalty: 5411.134766
	Iteration 18Q: 3 clusters Score -6828121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6828153.500000 Penalty: 5411.134766
	Iteration 19Q: 3 clusters Score -6828154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6828174.500000 Penalty: 5411.134766
	Iteration 20F: 3 clusters Score -6828174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6828211.500000 Penalty: 5411.134766
	Iteration 21Q: 3 clusters Score -6828212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6828238.500000 Penalty: 5411.134766
	Iteration 22Q: 3 clusters Score -6828238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6828250.500000 Penalty: 5411.134766
	Iteration 23Q: 3 clusters Score -6828250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6828270.500000 Penalty: 5411.134766
	Iteration 24Q: 3 clusters Score -6828270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6828267.000000 Penalty: 5411.134766
	Iteration 25Q: 3 clusters Score -6828267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6828273.500000 Penalty: 5411.134766
	Iteration 26Q: 3 clusters Score -6828274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6828274.500000 Penalty: 5411.134766
	Iteration 27Q: 3 clusters Score -6828274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6828281.500000 Penalty: 5411.134766
	Iteration 28Q: 3 clusters Score -6828282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6828283.000000 Penalty: 5411.134766
	Iteration 29Q: 3 clusters Score -6828283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6828289.000000 Penalty: 5411.134766
	Iteration 30Q: 3 clusters Score -6828289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6828295.000000 Penalty: 5411.134766
	Iteration 31Q: 3 clusters Score -6828295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6828296.500000 Penalty: 5411.134766
	Iteration 32Q: 3 clusters Score -6828296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6828303.500000 Penalty: 5411.134766
	Iteration 33Q: 3 clusters Score -6828304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6828304.000000 Penalty: 5411.134766
	Iteration 34Q: 3 clusters Score -6828304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6828316.000000 Penalty: 5411.134766
	Iteration 35Q: 3 clusters Score -6828316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6828315.500000 Penalty: 5411.134766
	Iteration 36Q: 3 clusters Score -6828316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6828326.500000 Penalty: 5411.134766
	Iteration 37Q: 3 clusters Score -6828326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6828324.500000 Penalty: 5411.134766
	Iteration 38Q: 3 clusters Score -6828324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6828319.000000 Penalty: 5411.134766
	Iteration 39Q: 3 clusters Score -6828319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6828326.000000 Penalty: 5411.134766
	Iteration 40F: 3 clusters Score -6828326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6828326.500000 Penalty: 5411.134766
	Iteration 41Q: 3 clusters Score -6828326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6828329.000000 Penalty: 5411.134766
	Iteration 42Q: 3 clusters Score -6828329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6828327.500000 Penalty: 5411.134766
	Iteration 43Q: 3 clusters Score -6828328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6828325.500000 Penalty: 5411.134766
	Iteration 44Q: 3 clusters Score -6828326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6828326.000000 Penalty: 5411.134766
	Iteration 45Q: 3 clusters Score -6828326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6828330.500000 Penalty: 5411.134766
	Iteration 46Q: 3 clusters Score -6828330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6828334.500000 Penalty: 5411.134766
	Iteration 47Q: 3 clusters Score -6828334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6828334.000000 Penalty: 5411.134766
	Iteration 48Q: 3 clusters Score -6828334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6828334.000000 Penalty: 5411.134766
	Iteration 49F: 3 clusters Score -6828334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Entering Unmasked Estep 
Score: -17414624.000000 Penalty: 2932.391846
	Iteration 0F: 2 clusters Score -1.741462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -17323248.000000 Penalty: 5864.783691
	Iteration 0F: 3 clusters Score -1.732325e+07 nChanged 65103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -17360656.000000 Penalty: 5864.783691
	Iteration 1F: 3 clusters Score -1.736066e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -17362094.000000 Penalty: 5864.783691
	Iteration 2Q: 3 clusters Score -1.736209e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -17363856.000000 Penalty: 5864.783691
	Iteration 3Q: 3 clusters Score -1.736386e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -17366944.000000 Penalty: 5864.783691
	Iteration 4Q: 3 clusters Score -1.736694e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -17372456.000000 Penalty: 5864.783691
	Iteration 5F: 3 clusters Score -1.737246e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -17381462.000000 Penalty: 5864.783691
	Iteration 6F: 3 clusters Score -1.738146e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -17392602.000000 Penalty: 5864.783691
	Iteration 7F: 3 clusters Score -1.73926e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 120146 members 
Entering Unmasked Estep 
Score: -17402338.000000 Penalty: 5864.783691
	Iteration 8F: 3 clusters Score -1.740234e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 124515 members 
Entering Unmasked Estep 
Score: -17407760.000000 Penalty: 5864.783691
	Iteration 9Q: 3 clusters Score -1.740776e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -17409880.000000 Penalty: 5864.783691
	Iteration 10Q: 3 clusters Score -1.740988e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -17410698.000000 Penalty: 5864.783691
	Iteration 11Q: 3 clusters Score -1.74107e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -17411088.000000 Penalty: 5864.783691
	Iteration 12Q: 3 clusters Score -1.741109e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -17411408.000000 Penalty: 5864.783691
	Iteration 13Q: 3 clusters Score -1.741141e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -17411576.000000 Penalty: 5864.783691
	Iteration 14Q: 3 clusters Score -1.741158e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -17411700.000000 Penalty: 5864.783691
	Iteration 15Q: 3 clusters Score -1.74117e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -17411878.000000 Penalty: 5864.783691
	Iteration 16Q: 3 clusters Score -1.741188e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -17411962.000000 Penalty: 5864.783691
	Iteration 17Q: 3 clusters Score -1.741196e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -17411998.000000 Penalty: 5864.783691
	Iteration 18Q: 3 clusters Score -1.7412e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 131428 members 
Entering Unmasked Estep 
Score: -17412098.000000 Penalty: 5864.783691
	Iteration 19Q: 3 clusters Score -1.74121e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -17412100.000000 Penalty: 5864.783691
	Iteration 20F: 3 clusters Score -1.74121e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -17412170.000000 Penalty: 5864.783691
	Iteration 21Q: 3 clusters Score -1.741217e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -17412234.000000 Penalty: 5864.783691
	Iteration 22Q: 3 clusters Score -1.741223e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -17412268.000000 Penalty: 5864.783691
	Iteration 23Q: 3 clusters Score -1.741227e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -17412346.000000 Penalty: 5864.783691
	Iteration 24Q: 3 clusters Score -1.741235e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -17412370.000000 Penalty: 5864.783691
	Iteration 25Q: 3 clusters Score -1.741237e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -17412430.000000 Penalty: 5864.783691
	Iteration 26Q: 3 clusters Score -1.741243e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 133023 members 
Entering Unmasked Estep 
Score: -17412446.000000 Penalty: 5864.783691
	Iteration 27Q: 3 clusters Score -1.741245e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -17412498.000000 Penalty: 5864.783691
	Iteration 28Q: 3 clusters Score -1.74125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -17412518.000000 Penalty: 5864.783691
	Iteration 29Q: 3 clusters Score -1.741252e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -17412530.000000 Penalty: 5864.783691
	Iteration 30Q: 3 clusters Score -1.741253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -17412544.000000 Penalty: 5864.783691
	Iteration 31Q: 3 clusters Score -1.741254e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -17412548.000000 Penalty: 5864.783691
	Iteration 32Q: 3 clusters Score -1.741255e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -17412572.000000 Penalty: 5864.783691
	Iteration 33Q: 3 clusters Score -1.741257e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -17412588.000000 Penalty: 5864.783691
	Iteration 34Q: 3 clusters Score -1.741259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 133719 members 
Entering Unmasked Estep 
Score: -17412614.000000 Penalty: 5864.783691
	Iteration 35Q: 3 clusters Score -1.741261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -17412608.000000 Penalty: 5864.783691
	Iteration 36Q: 3 clusters Score -1.741261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -17412636.000000 Penalty: 5864.783691
	Iteration 37Q: 3 clusters Score -1.741264e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -17412654.000000 Penalty: 5864.783691
	Iteration 38Q: 3 clusters Score -1.741265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 133883 members 
Entering Unmasked Estep 
Score: -17412656.000000 Penalty: 5864.783691
	Iteration 39Q: 3 clusters Score -1.741266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -17412674.000000 Penalty: 5864.783691
	Iteration 40F: 3 clusters Score -1.741267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -17412698.000000 Penalty: 5864.783691
	Iteration 41Q: 3 clusters Score -1.74127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -17412684.000000 Penalty: 5864.783691
	Iteration 42Q: 3 clusters Score -1.741268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -17412708.000000 Penalty: 5864.783691
	Iteration 43Q: 3 clusters Score -1.741271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -17412678.000000 Penalty: 5864.783691
	Iteration 44Q: 3 clusters Score -1.741268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -17412692.000000 Penalty: 5864.783691
	Iteration 45Q: 3 clusters Score -1.741269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -17412708.000000 Penalty: 5864.783691
	Iteration 46Q: 3 clusters Score -1.741271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -17412722.000000 Penalty: 5864.783691
	Iteration 47Q: 3 clusters Score -1.741272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -17412718.000000 Penalty: 5864.783691
	Iteration 48Q: 3 clusters Score -1.741272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -17412716.000000 Penalty: 5864.783691
	Iteration 49Q: 3 clusters Score -1.741272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -17412726.000000 Penalty: 5864.783691
	Iteration 50Q: 3 clusters Score -1.741273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 134087 members 
Entering Unmasked Estep 
Score: -17412724.000000 Penalty: 5864.783691
	Iteration 51Q: 3 clusters Score -1.741272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 134096 members 
Entering Unmasked Estep 
Score: -17412720.000000 Penalty: 5864.783691
	Iteration 52Q: 3 clusters Score -1.741272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 134101 members 
Entering Unmasked Estep 
Score: -17412738.000000 Penalty: 5864.783691
	Iteration 53Q: 3 clusters Score -1.741274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -17412732.000000 Penalty: 5864.783691
	Iteration 54Q: 3 clusters Score -1.741273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -17412732.000000 Penalty: 5864.783691
	Iteration 55Q: 3 clusters Score -1.741273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -17412732.000000 Penalty: 5864.783691
	Iteration 56F: 3 clusters Score -1.741273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1397973.250000 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1397973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1389641.750000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1389642 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1392130.000000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1392130 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1392679.000000 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1392679 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1393227.625000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1393228 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1393759.500000 Penalty: 4618.210938
	Iteration 4F: 3 clusters Score -1393760 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1394262.375000 Penalty: 4618.210938
	Iteration 5F: 3 clusters Score -1394262 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1394741.125000 Penalty: 4618.210938
	Iteration 6F: 3 clusters Score -1394741 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1395224.125000 Penalty: 4618.210938
	Iteration 7F: 3 clusters Score -1395224 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1395647.250000 Penalty: 4618.210938
	Iteration 8F: 3 clusters Score -1395647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1396007.250000 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -1396007 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1396350.750000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -1396351 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1396601.250000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1396601 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1396721.875000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1396722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1396758.500000 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1396758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1396774.625000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1396775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1396786.375000 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1396786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1396792.625000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1396793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1396796.750000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1396797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1396801.125000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1396801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1396807.125000 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1396807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1396814.500000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1396814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1396817.500000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1396818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1396823.625000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1396824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1396825.750000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1396826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1396823.875000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1396824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1396824.875000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1396825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1396828.125000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1396828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1396828.500000 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1396828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1396837.750000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1396838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1396837.125000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1396837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1396841.875000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1396842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1396843.375000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1396843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1396843.750000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1396844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1396846.375000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1396846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1396849.000000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1396849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1396850.000000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1396850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1396851.500000 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -1396852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1396851.375000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -1396851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1396849.125000 Penalty: 4618.210938
	Iteration 38Q: 3 clusters Score -1396849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1396848.500000 Penalty: 4618.210938
	Iteration 39Q: 3 clusters Score -1396848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1396849.750000 Penalty: 4618.210938
	Iteration 40F: 3 clusters Score -1396850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -152398.796875 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -152398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150311.765625 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -150311.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150624.656250 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -150624.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150712.953125 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -150713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -150754.093750 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -150754.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150776.250000 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -150776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150787.453125 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -150787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150793.656250 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -150793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150799.640625 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -150799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150803.109375 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -150803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150806.656250 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -150806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150809.250000 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -150809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150811.765625 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -150811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150814.343750 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -150814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150814.937500 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -150814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150814.937500 Penalty: 3522.022705
	Iteration 14F: 3 clusters Score -150814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -302748.968750 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -302749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299820.843750 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -299820.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -300376.125000 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -300376.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -300519.937500 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -300519.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -300615.593750 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -300615.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -300681.593750 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -300681.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -300732.843750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -300732.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -300768.406250 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -300768.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -300791.968750 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -300792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -300801.125000 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -300801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -300813.093750 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -300813.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300822.062500 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -300822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300833.250000 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -300833.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -300844.625000 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -300844.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -300858.312500 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -300858.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -300868.781250 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -300868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -300876.093750 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -300876.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -300881.843750 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -300881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -300885.187500 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -300885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -300887.375000 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -300887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -300887.906250 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -300887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -300891.125000 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -300891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -300893.062500 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -300893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -300895.625000 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -300895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -300897.468750 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -300897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -300899.718750 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -300899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -300899.718750 Penalty: 3879.136963
	Iteration 25F: 3 clusters Score -300899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Entering Unmasked Estep 
Score: -4131304.250000 Penalty: 2571.919678
	Iteration 0F: 2 clusters Score -4131304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4109437.000000 Penalty: 5143.839355
	Iteration 0F: 3 clusters Score -4109437 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4117287.250000 Penalty: 5143.839355
	Iteration 1F: 3 clusters Score -4117287 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4117660.250000 Penalty: 5143.839355
	Iteration 2Q: 3 clusters Score -4117660 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4118045.500000 Penalty: 5143.839355
	Iteration 3Q: 3 clusters Score -4118046 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4118365.000000 Penalty: 5143.839355
	Iteration 4Q: 3 clusters Score -4118365 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4118768.000000 Penalty: 5143.839355
	Iteration 5Q: 3 clusters Score -4118768 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4119372.750000 Penalty: 5143.839355
	Iteration 6Q: 3 clusters Score -4119373 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4120238.750000 Penalty: 5143.839355
	Iteration 7F: 3 clusters Score -4120239 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4121478.500000 Penalty: 5143.839355
	Iteration 8F: 3 clusters Score -4121478 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4123206.250000 Penalty: 5143.839355
	Iteration 9F: 3 clusters Score -4123206 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4125243.250000 Penalty: 5143.839355
	Iteration 10F: 3 clusters Score -4125243 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4126964.000000 Penalty: 5143.839355
	Iteration 11F: 3 clusters Score -4126964 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4127982.250000 Penalty: 5143.839355
	Iteration 12Q: 3 clusters Score -4127982 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4128535.500000 Penalty: 5143.839355
	Iteration 13Q: 3 clusters Score -4128536 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4128791.250000 Penalty: 5143.839355
	Iteration 14Q: 3 clusters Score -4128791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4128916.250000 Penalty: 5143.839355
	Iteration 15Q: 3 clusters Score -4128916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4128989.750000 Penalty: 5143.839355
	Iteration 16Q: 3 clusters Score -4128990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4129036.000000 Penalty: 5143.839355
	Iteration 17Q: 3 clusters Score -4129036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4129050.500000 Penalty: 5143.839355
	Iteration 18Q: 3 clusters Score -4129050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4129063.250000 Penalty: 5143.839355
	Iteration 19Q: 3 clusters Score -4129063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4129069.500000 Penalty: 5143.839355
	Iteration 20F: 3 clusters Score -4129070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4129071.000000 Penalty: 5143.839355
	Iteration 21Q: 3 clusters Score -4129071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4129072.250000 Penalty: 5143.839355
	Iteration 22Q: 3 clusters Score -4129072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4129072.250000 Penalty: 5143.839355
	Iteration 23F: 3 clusters Score -4129072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Entering Unmasked Estep 
Score: -5637244.000000 Penalty: 2649.996582
	Iteration 0F: 2 clusters Score -5637244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5607617.500000 Penalty: 5299.993164
	Iteration 0F: 3 clusters Score -5607618 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5618767.000000 Penalty: 5299.993164
	Iteration 1F: 3 clusters Score -5618767 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5619304.000000 Penalty: 5299.993164
	Iteration 2Q: 3 clusters Score -5619304 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5619863.000000 Penalty: 5299.993164
	Iteration 3Q: 3 clusters Score -5619863 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5620380.000000 Penalty: 5299.993164
	Iteration 4Q: 3 clusters Score -5620380 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5621069.500000 Penalty: 5299.993164
	Iteration 5Q: 3 clusters Score -5621070 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5621964.000000 Penalty: 5299.993164
	Iteration 6Q: 3 clusters Score -5621964 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5623190.000000 Penalty: 5299.993164
	Iteration 7F: 3 clusters Score -5623190 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -5624959.500000 Penalty: 5299.993164
	Iteration 8F: 3 clusters Score -5624960 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -5627216.000000 Penalty: 5299.993164
	Iteration 9F: 3 clusters Score -5627216 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5629748.500000 Penalty: 5299.993164
	Iteration 10F: 3 clusters Score -5629748 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5631876.500000 Penalty: 5299.993164
	Iteration 11F: 3 clusters Score -5631876 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5633326.500000 Penalty: 5299.993164
	Iteration 12Q: 3 clusters Score -5633326 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5634304.500000 Penalty: 5299.993164
	Iteration 13Q: 3 clusters Score -5634304 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5634952.000000 Penalty: 5299.993164
	Iteration 14Q: 3 clusters Score -5634952 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5635337.500000 Penalty: 5299.993164
	Iteration 15Q: 3 clusters Score -5635338 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5635572.000000 Penalty: 5299.993164
	Iteration 16Q: 3 clusters Score -5635572 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5635697.000000 Penalty: 5299.993164
	Iteration 17Q: 3 clusters Score -5635697 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5635795.500000 Penalty: 5299.993164
	Iteration 18Q: 3 clusters Score -5635796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5635867.000000 Penalty: 5299.993164
	Iteration 19Q: 3 clusters Score -5635867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -5635900.000000 Penalty: 5299.993164
	Iteration 20F: 3 clusters Score -5635900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5635922.500000 Penalty: 5299.993164
	Iteration 21Q: 3 clusters Score -5635922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5635943.000000 Penalty: 5299.993164
	Iteration 22Q: 3 clusters Score -5635943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5635955.500000 Penalty: 5299.993164
	Iteration 23Q: 3 clusters Score -5635956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5635974.000000 Penalty: 5299.993164
	Iteration 24Q: 3 clusters Score -5635974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5635981.000000 Penalty: 5299.993164
	Iteration 25Q: 3 clusters Score -5635981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -5635994.500000 Penalty: 5299.993164
	Iteration 26Q: 3 clusters Score -5635994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -5636001.500000 Penalty: 5299.993164
	Iteration 27Q: 3 clusters Score -5636002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5636013.500000 Penalty: 5299.993164
	Iteration 28Q: 3 clusters Score -5636014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5636011.000000 Penalty: 5299.993164
	Iteration 29Q: 3 clusters Score -5636011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5636018.500000 Penalty: 5299.993164
	Iteration 30Q: 3 clusters Score -5636018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5636029.500000 Penalty: 5299.993164
	Iteration 31Q: 3 clusters Score -5636030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5636032.500000 Penalty: 5299.993164
	Iteration 32Q: 3 clusters Score -5636032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5636027.500000 Penalty: 5299.993164
	Iteration 33Q: 3 clusters Score -5636028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5636034.000000 Penalty: 5299.993164
	Iteration 34Q: 3 clusters Score -5636034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5636036.500000 Penalty: 5299.993164
	Iteration 35Q: 3 clusters Score -5636036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5636037.000000 Penalty: 5299.993164
	Iteration 36Q: 3 clusters Score -5636037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5636040.000000 Penalty: 5299.993164
	Iteration 37Q: 3 clusters Score -5636040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5636038.500000 Penalty: 5299.993164
	Iteration 38Q: 3 clusters Score -5636038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5636038.500000 Penalty: 5299.993164
	Iteration 39F: 3 clusters Score -5636038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29415.687500 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29415.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29578.171875 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29578.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29585.394531 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29585.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29585.394531 Penalty: 2785.918457
	Iteration 3F: 3 clusters Score -29585.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178587 members 
Mstep: Class 7 contains 15896 members 
Mstep: Class 8 contains 240149 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50415 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54696 members 
Mstep: Class 16 contains 136511 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31909 members 
Mstep: Class 21 contains 43716 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057784.000000 Penalty: 71542.664062
Iteration 319Q: 22 clusters Score -1.160578e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11517 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178779 members 
Mstep: Class 7 contains 15895 members 
Mstep: Class 8 contains 240135 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50460 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54688 members 
Mstep: Class 16 contains 136207 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31921 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057744.000000 Penalty: 71542.664062
Iteration 320F: 22 clusters Score -1.160577e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132443 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 178985 members 
Mstep: Class 7 contains 15894 members 
Mstep: Class 8 contains 240140 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54678 members 
Mstep: Class 16 contains 135879 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31921 members 
Mstep: Class 21 contains 43783 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057592.000000 Penalty: 71542.664062
Iteration 321Q: 22 clusters Score -1.160576e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 179181 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 240145 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50546 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54668 members 
Mstep: Class 16 contains 135565 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31927 members 
Mstep: Class 21 contains 43798 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057824.000000 Penalty: 71542.664062
Iteration 322Q: 22 clusters Score -1.160578e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 179406 members 
Mstep: Class 7 contains 15901 members 
Mstep: Class 8 contains 240141 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50596 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54640 members 
Mstep: Class 16 contains 135222 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 31942 members 
Mstep: Class 21 contains 43822 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 323Q: 22 clusters Score -1.160576e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132620 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 179626 members 
Mstep: Class 7 contains 15910 members 
Mstep: Class 8 contains 240143 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50643 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54623 members 
Mstep: Class 16 contains 134853 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31959 members 
Mstep: Class 21 contains 43848 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 324Q: 22 clusters Score -1.160575e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132673 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 179829 members 
Mstep: Class 7 contains 15913 members 
Mstep: Class 8 contains 240154 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50682 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54601 members 
Mstep: Class 16 contains 134517 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 31975 members 
Mstep: Class 21 contains 43874 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 325Q: 22 clusters Score -1.160577e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180040 members 
Mstep: Class 7 contains 15913 members 
Mstep: Class 8 contains 240161 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50729 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54570 members 
Mstep: Class 16 contains 134173 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 21 contains 43898 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 326Q: 22 clusters Score -1.160576e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11528 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180240 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 240157 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50763 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54545 members 
Mstep: Class 16 contains 133877 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 31996 members 
Mstep: Class 21 contains 43924 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 327Q: 22 clusters Score -1.160578e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180446 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 240164 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50783 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54507 members 
Mstep: Class 16 contains 133572 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32002 members 
Mstep: Class 21 contains 43955 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 328Q: 22 clusters Score -1.160578e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132953 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180607 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 240176 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50814 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54484 members 
Mstep: Class 16 contains 133299 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32000 members 
Mstep: Class 21 contains 43987 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 329Q: 22 clusters Score -1.160577e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11520 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180766 members 
Mstep: Class 7 contains 15893 members 
Mstep: Class 8 contains 240177 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50838 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54462 members 
Mstep: Class 16 contains 133053 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32002 members 
Mstep: Class 21 contains 44009 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 330Q: 22 clusters Score -1.160575e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11520 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 180942 members 
Mstep: Class 7 contains 15892 members 
Mstep: Class 8 contains 240194 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50868 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54431 members 
Mstep: Class 16 contains 132770 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32008 members 
Mstep: Class 21 contains 44028 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 331Q: 22 clusters Score -1.160574e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 181116 members 
Mstep: Class 7 contains 15890 members 
Mstep: Class 8 contains 240193 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50905 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54404 members 
Mstep: Class 16 contains 132495 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32023 members 
Mstep: Class 21 contains 44050 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 332Q: 22 clusters Score -1.160574e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133203 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11525 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 181319 members 
Mstep: Class 7 contains 15889 members 
Mstep: Class 8 contains 240195 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50939 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54369 members 
Mstep: Class 16 contains 132207 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32034 members 
Mstep: Class 21 contains 44059 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 333Q: 22 clusters Score -1.160573e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133259 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 181514 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 240194 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 50981 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54334 members 
Mstep: Class 16 contains 131923 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32042 members 
Mstep: Class 21 contains 44066 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 334Q: 22 clusters Score -1.160572e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 181698 members 
Mstep: Class 7 contains 15907 members 
Mstep: Class 8 contains 240195 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 51023 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54302 members 
Mstep: Class 16 contains 131628 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32055 members 
Mstep: Class 21 contains 44071 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 335Q: 22 clusters Score -1.160572e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 181898 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240196 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 51065 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54277 members 
Mstep: Class 16 contains 131310 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32069 members 
Mstep: Class 21 contains 44072 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Score: -116057208.000000 Penalty: 71542.664062
Iteration 336Q: 22 clusters Score -1.160572e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133495 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 182096 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 240202 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 51104 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54253 members 
Mstep: Class 16 contains 130981 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32081 members 
Mstep: Class 21 contains 44092 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 337Q: 22 clusters Score -1.160572e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133554 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 182311 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 240205 members 
Mstep: Class 9 contains 1150 members 
Mstep: Class 10 contains 51144 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54221 members 
Mstep: Class 16 contains 130671 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32082 members 
Mstep: Class 21 contains 44113 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 338Q: 22 clusters Score -1.160572e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 182540 members 
Mstep: Class 7 contains 15904 members 
Mstep: Class 8 contains 240189 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 51203 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54174 members 
Mstep: Class 16 contains 130364 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32083 members 
Mstep: Class 21 contains 44145 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 339Q: 22 clusters Score -1.160569e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 182768 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 240187 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51262 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54128 members 
Mstep: Class 16 contains 130059 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32082 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 340F: 22 clusters Score -1.160567e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11532 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 182953 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 240196 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51337 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54089 members 
Mstep: Class 16 contains 129718 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32095 members 
Mstep: Class 21 contains 44195 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 341Q: 22 clusters Score -1.160567e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133751 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11531 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 183159 members 
Mstep: Class 7 contains 15910 members 
Mstep: Class 8 contains 240194 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51396 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54054 members 
Mstep: Class 16 contains 129416 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32102 members 
Mstep: Class 21 contains 44219 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 342Q: 22 clusters Score -1.160567e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 183335 members 
Mstep: Class 7 contains 15913 members 
Mstep: Class 8 contains 240196 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51443 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 54014 members 
Mstep: Class 16 contains 129150 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32118 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 343Q: 22 clusters Score -1.160567e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 183491 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 240197 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51501 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53995 members 
Mstep: Class 16 contains 128917 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32130 members 
Mstep: Class 21 contains 44245 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 344Q: 22 clusters Score -1.160569e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11531 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 183683 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 240190 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51557 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53964 members 
Mstep: Class 16 contains 128659 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32135 members 
Mstep: Class 21 contains 44255 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 345Q: 22 clusters Score -1.160569e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 183889 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 240194 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51599 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53943 members 
Mstep: Class 16 contains 128356 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32137 members 
Mstep: Class 21 contains 44263 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 346Q: 22 clusters Score -1.160568e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133948 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11532 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 184088 members 
Mstep: Class 7 contains 15891 members 
Mstep: Class 8 contains 240195 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51647 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53928 members 
Mstep: Class 16 contains 128068 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32151 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 347Q: 22 clusters Score -1.160569e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11532 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 184298 members 
Mstep: Class 7 contains 15878 members 
Mstep: Class 8 contains 240209 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51689 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53903 members 
Mstep: Class 16 contains 127761 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32167 members 
Mstep: Class 21 contains 44287 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056920.000000 Penalty: 71542.664062
Iteration 348Q: 22 clusters Score -1.160569e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 184494 members 
Mstep: Class 7 contains 15873 members 
Mstep: Class 8 contains 240217 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51745 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53890 members 
Mstep: Class 16 contains 127427 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32186 members 
Mstep: Class 21 contains 44309 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056952.000000 Penalty: 71542.664062
Iteration 349Q: 22 clusters Score -1.16057e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 184705 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 240222 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51810 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53877 members 
Mstep: Class 16 contains 127065 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32204 members 
Mstep: Class 21 contains 44331 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056680.000000 Penalty: 71542.664062
Iteration 350Q: 22 clusters Score -1.160567e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134153 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11532 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 184906 members 
Mstep: Class 7 contains 15867 members 
Mstep: Class 8 contains 240237 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51854 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53871 members 
Mstep: Class 16 contains 126739 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32217 members 
Mstep: Class 21 contains 44342 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056768.000000 Penalty: 71542.664062
Iteration 351Q: 22 clusters Score -1.160568e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134195 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11528 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 185088 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 240245 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51897 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53856 members 
Mstep: Class 16 contains 126455 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32230 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056832.000000 Penalty: 71542.664062
Iteration 352Q: 22 clusters Score -1.160568e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 185266 members 
Mstep: Class 7 contains 15853 members 
Mstep: Class 8 contains 240247 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51929 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53842 members 
Mstep: Class 16 contains 126178 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056688.000000 Penalty: 71542.664062
Iteration 353Q: 22 clusters Score -1.160567e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11528 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 185438 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 240260 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51958 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53819 members 
Mstep: Class 16 contains 125902 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 44398 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056600.000000 Penalty: 71542.664062
Iteration 354Q: 22 clusters Score -1.160566e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134360 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 185645 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 240256 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 51991 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53798 members 
Mstep: Class 16 contains 125606 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32254 members 
Mstep: Class 21 contains 44421 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056472.000000 Penalty: 71542.664062
Iteration 355Q: 22 clusters Score -1.160565e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11525 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 185873 members 
Mstep: Class 7 contains 15858 members 
Mstep: Class 8 contains 240257 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52029 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 125283 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32266 members 
Mstep: Class 21 contains 44440 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056480.000000 Penalty: 71542.664062
Iteration 356Q: 22 clusters Score -1.160565e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186105 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 240268 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52074 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53754 members 
Mstep: Class 16 contains 124919 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32279 members 
Mstep: Class 21 contains 44480 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056496.000000 Penalty: 71542.664062
Iteration 357Q: 22 clusters Score -1.160565e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134516 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186331 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 240268 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52114 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53717 members 
Mstep: Class 16 contains 124567 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32295 members 
Mstep: Class 21 contains 44523 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056472.000000 Penalty: 71542.664062
Iteration 358Q: 22 clusters Score -1.160565e+08 nChanged 740
Entering ConstructFrom: 
Score: -116056472.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (134593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Entering Unmasked Estep 
Score: -17303140.000000 Penalty: 2928.882812
	Iteration 0F: 2 clusters Score -1.730314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -17213830.000000 Penalty: 5857.765625
	Iteration 0F: 3 clusters Score -1.721383e+07 nChanged 64167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -17251666.000000 Penalty: 5857.765625
	Iteration 1F: 3 clusters Score -1.725167e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -17252808.000000 Penalty: 5857.765625
	Iteration 2Q: 3 clusters Score -1.725281e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -17254436.000000 Penalty: 5857.765625
	Iteration 3Q: 3 clusters Score -1.725444e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -17256922.000000 Penalty: 5857.765625
	Iteration 4Q: 3 clusters Score -1.725692e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -17260436.000000 Penalty: 5857.765625
	Iteration 5F: 3 clusters Score -1.726044e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -17265882.000000 Penalty: 5857.765625
	Iteration 6F: 3 clusters Score -1.726588e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -17273576.000000 Penalty: 5857.765625
	Iteration 7F: 3 clusters Score -1.727358e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -17282166.000000 Penalty: 5857.765625
	Iteration 8F: 3 clusters Score -1.728217e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -17287418.000000 Penalty: 5857.765625
	Iteration 9F: 3 clusters Score -1.728742e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -17289398.000000 Penalty: 5857.765625
	Iteration 10Q: 3 clusters Score -1.72894e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -17290280.000000 Penalty: 5857.765625
	Iteration 11Q: 3 clusters Score -1.729028e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -17290944.000000 Penalty: 5857.765625
	Iteration 12Q: 3 clusters Score -1.729094e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -17291592.000000 Penalty: 5857.765625
	Iteration 13Q: 3 clusters Score -1.729159e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -17292266.000000 Penalty: 5857.765625
	Iteration 14Q: 3 clusters Score -1.729227e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -17292812.000000 Penalty: 5857.765625
	Iteration 15Q: 3 clusters Score -1.729281e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -17293444.000000 Penalty: 5857.765625
	Iteration 16Q: 3 clusters Score -1.729344e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -17294188.000000 Penalty: 5857.765625
	Iteration 17Q: 3 clusters Score -1.729419e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -17294752.000000 Penalty: 5857.765625
	Iteration 18Q: 3 clusters Score -1.729475e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -17295270.000000 Penalty: 5857.765625
	Iteration 19Q: 3 clusters Score -1.729527e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -17295816.000000 Penalty: 5857.765625
	Iteration 20F: 3 clusters Score -1.729582e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 121488 members 
Entering Unmasked Estep 
Score: -17296238.000000 Penalty: 5857.765625
	Iteration 21Q: 3 clusters Score -1.729624e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -17296620.000000 Penalty: 5857.765625
	Iteration 22Q: 3 clusters Score -1.729662e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -17297004.000000 Penalty: 5857.765625
	Iteration 23Q: 3 clusters Score -1.7297e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -17297402.000000 Penalty: 5857.765625
	Iteration 24Q: 3 clusters Score -1.72974e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -17297744.000000 Penalty: 5857.765625
	Iteration 25Q: 3 clusters Score -1.729774e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -17298136.000000 Penalty: 5857.765625
	Iteration 26Q: 3 clusters Score -1.729814e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -17298376.000000 Penalty: 5857.765625
	Iteration 27Q: 3 clusters Score -1.729838e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -17298652.000000 Penalty: 5857.765625
	Iteration 28Q: 3 clusters Score -1.729865e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -17298916.000000 Penalty: 5857.765625
	Iteration 29Q: 3 clusters Score -1.729892e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -17299094.000000 Penalty: 5857.765625
	Iteration 30Q: 3 clusters Score -1.729909e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -17299314.000000 Penalty: 5857.765625
	Iteration 31Q: 3 clusters Score -1.729931e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -17299446.000000 Penalty: 5857.765625
	Iteration 32Q: 3 clusters Score -1.729945e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 130926 members 
Entering Unmasked Estep 
Score: -17299624.000000 Penalty: 5857.765625
	Iteration 33Q: 3 clusters Score -1.729962e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 131266 members 
Entering Unmasked Estep 
Score: -17299782.000000 Penalty: 5857.765625
	Iteration 34Q: 3 clusters Score -1.729978e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -17299886.000000 Penalty: 5857.765625
	Iteration 35Q: 3 clusters Score -1.729989e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -17300000.000000 Penalty: 5857.765625
	Iteration 36Q: 3 clusters Score -1.73e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -17300116.000000 Penalty: 5857.765625
	Iteration 37Q: 3 clusters Score -1.730012e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 132305 members 
Entering Unmasked Estep 
Score: -17300196.000000 Penalty: 5857.765625
	Iteration 38Q: 3 clusters Score -1.73002e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -17300266.000000 Penalty: 5857.765625
	Iteration 39Q: 3 clusters Score -1.730027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -17300326.000000 Penalty: 5857.765625
	Iteration 40F: 3 clusters Score -1.730033e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 132775 members 
Entering Unmasked Estep 
Score: -17300368.000000 Penalty: 5857.765625
	Iteration 41Q: 3 clusters Score -1.730037e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -17300444.000000 Penalty: 5857.765625
	Iteration 42Q: 3 clusters Score -1.730044e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -17300488.000000 Penalty: 5857.765625
	Iteration 43Q: 3 clusters Score -1.730049e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -17300508.000000 Penalty: 5857.765625
	Iteration 44Q: 3 clusters Score -1.730051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -17300554.000000 Penalty: 5857.765625
	Iteration 45Q: 3 clusters Score -1.730055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -17300570.000000 Penalty: 5857.765625
	Iteration 46Q: 3 clusters Score -1.730057e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -17300602.000000 Penalty: 5857.765625
	Iteration 47Q: 3 clusters Score -1.73006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -17300612.000000 Penalty: 5857.765625
	Iteration 48Q: 3 clusters Score -1.730061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -17300616.000000 Penalty: 5857.765625
	Iteration 49Q: 3 clusters Score -1.730062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -17300630.000000 Penalty: 5857.765625
	Iteration 50Q: 3 clusters Score -1.730063e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -17300664.000000 Penalty: 5857.765625
	Iteration 51Q: 3 clusters Score -1.730066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 133422 members 
Entering Unmasked Estep 
Score: -17300678.000000 Penalty: 5857.765625
	Iteration 52Q: 3 clusters Score -1.730068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -17300722.000000 Penalty: 5857.765625
	Iteration 53Q: 3 clusters Score -1.730072e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -17300728.000000 Penalty: 5857.765625
	Iteration 54Q: 3 clusters Score -1.730073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -17300760.000000 Penalty: 5857.765625
	Iteration 55Q: 3 clusters Score -1.730076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -17300764.000000 Penalty: 5857.765625
	Iteration 56Q: 3 clusters Score -1.730076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 133532 members 
Entering Unmasked Estep 
Score: -17300778.000000 Penalty: 5857.765625
	Iteration 57Q: 3 clusters Score -1.730078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -17300788.000000 Penalty: 5857.765625
	Iteration 58Q: 3 clusters Score -1.730079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -17300798.000000 Penalty: 5857.765625
	Iteration 59Q: 3 clusters Score -1.73008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -17300814.000000 Penalty: 5857.765625
	Iteration 60F: 3 clusters Score -1.730081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 133582 members 
Entering Unmasked Estep 
Score: -17300812.000000 Penalty: 5857.765625
	Iteration 61Q: 3 clusters Score -1.730081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -17300820.000000 Penalty: 5857.765625
	Iteration 62Q: 3 clusters Score -1.730082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 133597 members 
Entering Unmasked Estep 
Score: -17300822.000000 Penalty: 5857.765625
	Iteration 63Q: 3 clusters Score -1.730082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 133599 members 
Entering Unmasked Estep 
Score: -17300814.000000 Penalty: 5857.765625
	Iteration 64Q: 3 clusters Score -1.730081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -17300818.000000 Penalty: 5857.765625
	Iteration 65Q: 3 clusters Score -1.730082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 133599 members 
Entering Unmasked Estep 
Score: -17300820.000000 Penalty: 5857.765625
	Iteration 66Q: 3 clusters Score -1.730082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 133599 members 
Entering Unmasked Estep 
Score: -17300814.000000 Penalty: 5857.765625
	Iteration 67Q: 3 clusters Score -1.730081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 133599 members 
Entering Unmasked Estep 
Score: -17300814.000000 Penalty: 5857.765625
	Iteration 68F: 3 clusters Score -1.730081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40816.019531 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40816.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39481.019531 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39481.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39713.578125 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39713.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39922.156250 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39922.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40118.476562 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -40118.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40363.558594 Penalty: 2946.324951
	Iteration 4F: 3 clusters Score -40363.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40541.582031 Penalty: 2946.324951
	Iteration 5F: 3 clusters Score -40541.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40632.152344 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40632.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40676.679688 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40676.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40695.195312 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40745.324219 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40745.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40802.304688 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -40802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40848.039062 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -40848.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40885.746094 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -40885.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40920.019531 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -40920.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40998.082031 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -40998.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41002.718750 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -41002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41002.718750 Penalty: 2946.324951
	Iteration 16F: 3 clusters Score -41002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186519 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 240270 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52152 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 124234 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 44559 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116054744.000000 Penalty: 74949.453125
Splitting cluster 2 changes total score from -116056472.000000 to -116054744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Entering Unmasked Estep 
Score: -1403428.250000 Penalty: 2319.320801
	Iteration 0F: 2 clusters Score -1403428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1394775.500000 Penalty: 4638.641602
	Iteration 0F: 3 clusters Score -1394776 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1397452.125000 Penalty: 4638.641602
	Iteration 1F: 3 clusters Score -1397452 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1397781.125000 Penalty: 4638.641602
	Iteration 2F: 3 clusters Score -1397781 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1398038.875000 Penalty: 4638.641602
	Iteration 3F: 3 clusters Score -1398039 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1398248.750000 Penalty: 4638.641602
	Iteration 4Q: 3 clusters Score -1398249 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1398458.125000 Penalty: 4638.641602
	Iteration 5Q: 3 clusters Score -1398458 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1398684.375000 Penalty: 4638.641602
	Iteration 6Q: 3 clusters Score -1398684 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1398919.375000 Penalty: 4638.641602
	Iteration 7Q: 3 clusters Score -1398919 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1399144.375000 Penalty: 4638.641602
	Iteration 8Q: 3 clusters Score -1399144 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1399364.500000 Penalty: 4638.641602
	Iteration 9Q: 3 clusters Score -1399364 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1399604.125000 Penalty: 4638.641602
	Iteration 10Q: 3 clusters Score -1399604 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1399870.625000 Penalty: 4638.641602
	Iteration 11Q: 3 clusters Score -1399871 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1400165.250000 Penalty: 4638.641602
	Iteration 12Q: 3 clusters Score -1400165 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1400434.125000 Penalty: 4638.641602
	Iteration 13Q: 3 clusters Score -1400434 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1400661.375000 Penalty: 4638.641602
	Iteration 14Q: 3 clusters Score -1400661 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1400872.250000 Penalty: 4638.641602
	Iteration 15Q: 3 clusters Score -1400872 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1401032.125000 Penalty: 4638.641602
	Iteration 16Q: 3 clusters Score -1401032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1401150.875000 Penalty: 4638.641602
	Iteration 17Q: 3 clusters Score -1401151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1401240.750000 Penalty: 4638.641602
	Iteration 18Q: 3 clusters Score -1401241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1401293.750000 Penalty: 4638.641602
	Iteration 19Q: 3 clusters Score -1401294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1401325.000000 Penalty: 4638.641602
	Iteration 20F: 3 clusters Score -1401325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1401346.125000 Penalty: 4638.641602
	Iteration 21Q: 3 clusters Score -1401346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1401365.875000 Penalty: 4638.641602
	Iteration 22Q: 3 clusters Score -1401366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1401378.875000 Penalty: 4638.641602
	Iteration 23Q: 3 clusters Score -1401379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1401401.125000 Penalty: 4638.641602
	Iteration 24Q: 3 clusters Score -1401401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1401412.875000 Penalty: 4638.641602
	Iteration 25Q: 3 clusters Score -1401413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1401427.625000 Penalty: 4638.641602
	Iteration 26Q: 3 clusters Score -1401428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1401444.125000 Penalty: 4638.641602
	Iteration 27Q: 3 clusters Score -1401444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1401459.250000 Penalty: 4638.641602
	Iteration 28Q: 3 clusters Score -1401459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1401471.625000 Penalty: 4638.641602
	Iteration 29Q: 3 clusters Score -1401472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1401475.625000 Penalty: 4638.641602
	Iteration 30Q: 3 clusters Score -1401476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1401479.000000 Penalty: 4638.641602
	Iteration 31Q: 3 clusters Score -1401479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1401482.625000 Penalty: 4638.641602
	Iteration 32Q: 3 clusters Score -1401483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1401487.500000 Penalty: 4638.641602
	Iteration 33Q: 3 clusters Score -1401488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1401489.375000 Penalty: 4638.641602
	Iteration 34Q: 3 clusters Score -1401489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1401492.250000 Penalty: 4638.641602
	Iteration 35Q: 3 clusters Score -1401492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1401496.125000 Penalty: 4638.641602
	Iteration 36Q: 3 clusters Score -1401496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1401501.250000 Penalty: 4638.641602
	Iteration 37Q: 3 clusters Score -1401501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1401507.375000 Penalty: 4638.641602
	Iteration 38Q: 3 clusters Score -1401507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1401515.000000 Penalty: 4638.641602
	Iteration 39Q: 3 clusters Score -1401515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1401521.000000 Penalty: 4638.641602
	Iteration 40F: 3 clusters Score -1401521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1401529.000000 Penalty: 4638.641602
	Iteration 41Q: 3 clusters Score -1401529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1401531.125000 Penalty: 4638.641602
	Iteration 42Q: 3 clusters Score -1401531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1401536.375000 Penalty: 4638.641602
	Iteration 43Q: 3 clusters Score -1401536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1401541.250000 Penalty: 4638.641602
	Iteration 44Q: 3 clusters Score -1401541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1401544.500000 Penalty: 4638.641602
	Iteration 45Q: 3 clusters Score -1401544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1401545.375000 Penalty: 4638.641602
	Iteration 46Q: 3 clusters Score -1401545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1401546.375000 Penalty: 4638.641602
	Iteration 47Q: 3 clusters Score -1401546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1401550.000000 Penalty: 4638.641602
	Iteration 48Q: 3 clusters Score -1401550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1401554.875000 Penalty: 4638.641602
	Iteration 49Q: 3 clusters Score -1401555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1401554.875000 Penalty: 4638.641602
	Iteration 50F: 3 clusters Score -1401555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -124122.359375 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -124122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122176.890625 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -122176.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122498.578125 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -122498.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122661.562500 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -122661.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122812.867188 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -122812.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122975.390625 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -122975.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123129.648438 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -123129.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -123276.929688 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -123276.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123356.093750 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -123356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123386.625000 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -123386.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123405.960938 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -123406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123420.109375 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -123420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123423.765625 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -123423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123425.218750 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -123425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123425.218750 Penalty: 3438.494141
	Iteration 13F: 3 clusters Score -123425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186519 members 
Entering Unmasked Estep 
Score: -23778610.000000 Penalty: 3009.799561
	Iteration 0F: 2 clusters Score -2.377861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -23655794.000000 Penalty: 6019.599121
	Iteration 0F: 3 clusters Score -2.365579e+07 nChanged 89498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -23707762.000000 Penalty: 6019.599121
	Iteration 1F: 3 clusters Score -2.370776e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -23708516.000000 Penalty: 6019.599121
	Iteration 2Q: 3 clusters Score -2.370852e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -23709348.000000 Penalty: 6019.599121
	Iteration 3Q: 3 clusters Score -2.370935e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -23710384.000000 Penalty: 6019.599121
	Iteration 4Q: 3 clusters Score -2.371038e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -23712140.000000 Penalty: 6019.599121
	Iteration 5Q: 3 clusters Score -2.371214e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -23714870.000000 Penalty: 6019.599121
	Iteration 6Q: 3 clusters Score -2.371487e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -23719234.000000 Penalty: 6019.599121
	Iteration 7Q: 3 clusters Score -2.371923e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 125928 members 
Entering Unmasked Estep 
Score: -23726608.000000 Penalty: 6019.599121
	Iteration 8F: 3 clusters Score -2.372661e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 137942 members 
Entering Unmasked Estep 
Score: -23737042.000000 Penalty: 6019.599121
	Iteration 9F: 3 clusters Score -2.373704e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -23748804.000000 Penalty: 6019.599121
	Iteration 10F: 3 clusters Score -2.37488e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 159965 members 
Entering Unmasked Estep 
Score: -23759098.000000 Penalty: 6019.599121
	Iteration 11F: 3 clusters Score -2.37591e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -23766824.000000 Penalty: 6019.599121
	Iteration 12Q: 3 clusters Score -2.376682e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 170467 members 
Entering Unmasked Estep 
Score: -23771720.000000 Penalty: 6019.599121
	Iteration 13Q: 3 clusters Score -2.377172e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 172526 members 
Entering Unmasked Estep 
Score: -23774188.000000 Penalty: 6019.599121
	Iteration 14Q: 3 clusters Score -2.377419e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
Score: -23775366.000000 Penalty: 6019.599121
	Iteration 15Q: 3 clusters Score -2.377537e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -23776208.000000 Penalty: 6019.599121
	Iteration 16Q: 3 clusters Score -2.377621e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -23776712.000000 Penalty: 6019.599121
	Iteration 17Q: 3 clusters Score -2.377671e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -23776948.000000 Penalty: 6019.599121
	Iteration 18Q: 3 clusters Score -2.377695e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -23777120.000000 Penalty: 6019.599121
	Iteration 19Q: 3 clusters Score -2.377712e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 177755 members 
Entering Unmasked Estep 
Score: -23777264.000000 Penalty: 6019.599121
	Iteration 20F: 3 clusters Score -2.377726e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -23777228.000000 Penalty: 6019.599121
	Iteration 21Q: 3 clusters Score -2.377723e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 178494 members 
Entering Unmasked Estep 
Score: -23777230.000000 Penalty: 6019.599121
	Iteration 22Q: 3 clusters Score -2.377723e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 178811 members 
Entering Unmasked Estep 
Score: -23777254.000000 Penalty: 6019.599121
	Iteration 23Q: 3 clusters Score -2.377725e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -23777280.000000 Penalty: 6019.599121
	Iteration 24Q: 3 clusters Score -2.377728e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -23777278.000000 Penalty: 6019.599121
	Iteration 25Q: 3 clusters Score -2.377728e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 179603 members 
Entering Unmasked Estep 
Score: -23777316.000000 Penalty: 6019.599121
	Iteration 26Q: 3 clusters Score -2.377732e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -23777300.000000 Penalty: 6019.599121
	Iteration 27Q: 3 clusters Score -2.37773e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 180048 members 
Entering Unmasked Estep 
Score: -23777352.000000 Penalty: 6019.599121
	Iteration 28Q: 3 clusters Score -2.377735e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 180257 members 
Entering Unmasked Estep 
Score: -23777306.000000 Penalty: 6019.599121
	Iteration 29Q: 3 clusters Score -2.377731e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -23777270.000000 Penalty: 6019.599121
	Iteration 30Q: 3 clusters Score -2.377727e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 180572 members 
Entering Unmasked Estep 
Score: -23777274.000000 Penalty: 6019.599121
	Iteration 31Q: 3 clusters Score -2.377727e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 180704 members 
Entering Unmasked Estep 
Score: -23777232.000000 Penalty: 6019.599121
	Iteration 32Q: 3 clusters Score -2.377723e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 180849 members 
Entering Unmasked Estep 
Score: -23777214.000000 Penalty: 6019.599121
	Iteration 33Q: 3 clusters Score -2.377721e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -23777266.000000 Penalty: 6019.599121
	Iteration 34Q: 3 clusters Score -2.377727e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -23777264.000000 Penalty: 6019.599121
	Iteration 35Q: 3 clusters Score -2.377726e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 181274 members 
Entering Unmasked Estep 
Score: -23777248.000000 Penalty: 6019.599121
	Iteration 36Q: 3 clusters Score -2.377725e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -23777228.000000 Penalty: 6019.599121
	Iteration 37Q: 3 clusters Score -2.377723e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 181495 members 
Entering Unmasked Estep 
Score: -23777218.000000 Penalty: 6019.599121
	Iteration 38Q: 3 clusters Score -2.377722e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 181614 members 
Entering Unmasked Estep 
Score: -23777198.000000 Penalty: 6019.599121
	Iteration 39Q: 3 clusters Score -2.37772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 181725 members 
Entering Unmasked Estep 
Score: -23777190.000000 Penalty: 6019.599121
	Iteration 40F: 3 clusters Score -2.377719e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 181822 members 
Entering Unmasked Estep 
Score: -23777170.000000 Penalty: 6019.599121
	Iteration 41Q: 3 clusters Score -2.377717e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 181918 members 
Entering Unmasked Estep 
Score: -23777198.000000 Penalty: 6019.599121
	Iteration 42Q: 3 clusters Score -2.37772e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 182001 members 
Entering Unmasked Estep 
Score: -23777170.000000 Penalty: 6019.599121
	Iteration 43Q: 3 clusters Score -2.377717e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 182081 members 
Entering Unmasked Estep 
Score: -23777156.000000 Penalty: 6019.599121
	Iteration 44Q: 3 clusters Score -2.377716e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 182164 members 
Entering Unmasked Estep 
Score: -23777170.000000 Penalty: 6019.599121
	Iteration 45Q: 3 clusters Score -2.377717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 182226 members 
Entering Unmasked Estep 
Score: -23777170.000000 Penalty: 6019.599121
	Iteration 46Q: 3 clusters Score -2.377717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 182267 members 
Entering Unmasked Estep 
Score: -23777154.000000 Penalty: 6019.599121
	Iteration 47Q: 3 clusters Score -2.377715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 182319 members 
Entering Unmasked Estep 
Score: -23777180.000000 Penalty: 6019.599121
	Iteration 48Q: 3 clusters Score -2.377718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 182371 members 
Entering Unmasked Estep 
Score: -23777178.000000 Penalty: 6019.599121
	Iteration 49Q: 3 clusters Score -2.377718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -23777190.000000 Penalty: 6019.599121
	Iteration 50Q: 3 clusters Score -2.377719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 182485 members 
Entering Unmasked Estep 
Score: -23777166.000000 Penalty: 6019.599121
	Iteration 51Q: 3 clusters Score -2.377717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -23777168.000000 Penalty: 6019.599121
	Iteration 52Q: 3 clusters Score -2.377717e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 182597 members 
Entering Unmasked Estep 
Score: -23777188.000000 Penalty: 6019.599121
	Iteration 53Q: 3 clusters Score -2.377719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -23777202.000000 Penalty: 6019.599121
	Iteration 54Q: 3 clusters Score -2.37772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 182706 members 
Entering Unmasked Estep 
Score: -23777202.000000 Penalty: 6019.599121
	Iteration 55Q: 3 clusters Score -2.37772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -23777178.000000 Penalty: 6019.599121
	Iteration 56Q: 3 clusters Score -2.377718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -23777162.000000 Penalty: 6019.599121
	Iteration 57Q: 3 clusters Score -2.377716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -23777160.000000 Penalty: 6019.599121
	Iteration 58Q: 3 clusters Score -2.377716e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 182867 members 
Entering Unmasked Estep 
Score: -23777130.000000 Penalty: 6019.599121
	Iteration 59Q: 3 clusters Score -2.377713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 182895 members 
Entering Unmasked Estep 
Score: -23777154.000000 Penalty: 6019.599121
	Iteration 60F: 3 clusters Score -2.377715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -23777142.000000 Penalty: 6019.599121
	Iteration 61Q: 3 clusters Score -2.377714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 182939 members 
Entering Unmasked Estep 
Score: -23777102.000000 Penalty: 6019.599121
	Iteration 62Q: 3 clusters Score -2.37771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 182953 members 
Entering Unmasked Estep 
Score: -23777108.000000 Penalty: 6019.599121
	Iteration 63Q: 3 clusters Score -2.377711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 182971 members 
Entering Unmasked Estep 
Score: -23777094.000000 Penalty: 6019.599121
	Iteration 64Q: 3 clusters Score -2.377709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -23777104.000000 Penalty: 6019.599121
	Iteration 65Q: 3 clusters Score -2.37771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 182992 members 
Entering Unmasked Estep 
Score: -23777096.000000 Penalty: 6019.599121
	Iteration 66Q: 3 clusters Score -2.37771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -23777072.000000 Penalty: 6019.599121
	Iteration 67Q: 3 clusters Score -2.377707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 183018 members 
Entering Unmasked Estep 
Score: -23777072.000000 Penalty: 6019.599121
	Iteration 68Q: 3 clusters Score -2.377707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 183033 members 
Entering Unmasked Estep 
Score: -23777070.000000 Penalty: 6019.599121
	Iteration 69Q: 3 clusters Score -2.377707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 183048 members 
Entering Unmasked Estep 
Score: -23777092.000000 Penalty: 6019.599121
	Iteration 70Q: 3 clusters Score -2.377709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 183065 members 
Entering Unmasked Estep 
Score: -23777086.000000 Penalty: 6019.599121
	Iteration 71Q: 3 clusters Score -2.377709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -23777084.000000 Penalty: 6019.599121
	Iteration 72Q: 3 clusters Score -2.377708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -23777078.000000 Penalty: 6019.599121
	Iteration 73Q: 3 clusters Score -2.377708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 183119 members 
Entering Unmasked Estep 
Score: -23777056.000000 Penalty: 6019.599121
	Iteration 74Q: 3 clusters Score -2.377706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -23777056.000000 Penalty: 6019.599121
	Iteration 75Q: 3 clusters Score -2.377706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 183142 members 
Entering Unmasked Estep 
Score: -23777042.000000 Penalty: 6019.599121
	Iteration 76Q: 3 clusters Score -2.377704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 183149 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 6019.599121
	Iteration 77Q: 3 clusters Score -2.377704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 183159 members 
Entering Unmasked Estep 
Score: -23777062.000000 Penalty: 6019.599121
	Iteration 78Q: 3 clusters Score -2.377706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -23777034.000000 Penalty: 6019.599121
	Iteration 79Q: 3 clusters Score -2.377703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 183169 members 
Entering Unmasked Estep 
Score: -23777048.000000 Penalty: 6019.599121
	Iteration 80F: 3 clusters Score -2.377705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 183173 members 
Entering Unmasked Estep 
Score: -23777046.000000 Penalty: 6019.599121
	Iteration 81Q: 3 clusters Score -2.377705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -23777054.000000 Penalty: 6019.599121
	Iteration 82Q: 3 clusters Score -2.377705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 183185 members 
Entering Unmasked Estep 
Score: -23777044.000000 Penalty: 6019.599121
	Iteration 83Q: 3 clusters Score -2.377704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 183191 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 6019.599121
	Iteration 84Q: 3 clusters Score -2.377704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 183197 members 
Entering Unmasked Estep 
Score: -23777044.000000 Penalty: 6019.599121
	Iteration 85Q: 3 clusters Score -2.377704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 183203 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 6019.599121
	Iteration 86Q: 3 clusters Score -2.377704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -23777032.000000 Penalty: 6019.599121
	Iteration 87Q: 3 clusters Score -2.377703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 183220 members 
Entering Unmasked Estep 
Score: -23777014.000000 Penalty: 6019.599121
	Iteration 88Q: 3 clusters Score -2.377701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -23777024.000000 Penalty: 6019.599121
	Iteration 89Q: 3 clusters Score -2.377702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -23777034.000000 Penalty: 6019.599121
	Iteration 90Q: 3 clusters Score -2.377703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -23777036.000000 Penalty: 6019.599121
	Iteration 91Q: 3 clusters Score -2.377704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -23777034.000000 Penalty: 6019.599121
	Iteration 92Q: 3 clusters Score -2.377703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 183248 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 6019.599121
	Iteration 93Q: 3 clusters Score -2.377704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 183256 members 
Entering Unmasked Estep 
Score: -23777042.000000 Penalty: 6019.599121
	Iteration 94Q: 3 clusters Score -2.377704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 183260 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 6019.599121
	Iteration 95Q: 3 clusters Score -2.377704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 183265 members 
Entering Unmasked Estep 
Score: -23777028.000000 Penalty: 6019.599121
	Iteration 96Q: 3 clusters Score -2.377703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -23777026.000000 Penalty: 6019.599121
	Iteration 97Q: 3 clusters Score -2.377703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 183276 members 
Entering Unmasked Estep 
Score: -23777034.000000 Penalty: 6019.599121
	Iteration 98Q: 3 clusters Score -2.377703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 183280 members 
Entering Unmasked Estep 
Score: -23777048.000000 Penalty: 6019.599121
	Iteration 99Q: 3 clusters Score -2.377705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 183286 members 
Entering Unmasked Estep 
Score: -23777038.000000 Penalty: 6019.599121
	Iteration 100F: 3 clusters Score -2.377704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 183289 members 
Entering Unmasked Estep 
Score: -23777030.000000 Penalty: 6019.599121
	Iteration 101Q: 3 clusters Score -2.377703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -23777032.000000 Penalty: 6019.599121
	Iteration 102Q: 3 clusters Score -2.377703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -23777014.000000 Penalty: 6019.599121
	Iteration 103Q: 3 clusters Score -2.377701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 183303 members 
Entering Unmasked Estep 
Score: -23777026.000000 Penalty: 6019.599121
	Iteration 104Q: 3 clusters Score -2.377703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 183308 members 
Entering Unmasked Estep 
Score: -23777034.000000 Penalty: 6019.599121
	Iteration 105Q: 3 clusters Score -2.377703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 183309 members 
Entering Unmasked Estep 
Score: -23777032.000000 Penalty: 6019.599121
	Iteration 106Q: 3 clusters Score -2.377703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 183311 members 
Entering Unmasked Estep 
Score: -23777032.000000 Penalty: 6019.599121
	Iteration 107Q: 3 clusters Score -2.377703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 183311 members 
Entering Unmasked Estep 
Score: -23777032.000000 Penalty: 6019.599121
	Iteration 108F: 3 clusters Score -2.377703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Entering Unmasked Estep 
Score: -2066787.625000 Penalty: 2398.545654
	Iteration 0F: 2 clusters Score -2066788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2055379.250000 Penalty: 4797.091309
	Iteration 0F: 3 clusters Score -2055379 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2059047.500000 Penalty: 4797.091309
	Iteration 1F: 3 clusters Score -2059048 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2059316.750000 Penalty: 4797.091309
	Iteration 2F: 3 clusters Score -2059317 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2059512.375000 Penalty: 4797.091309
	Iteration 3Q: 3 clusters Score -2059512 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2059673.250000 Penalty: 4797.091309
	Iteration 4Q: 3 clusters Score -2059673 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2059791.500000 Penalty: 4797.091309
	Iteration 5Q: 3 clusters Score -2059792 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2059899.000000 Penalty: 4797.091309
	Iteration 6Q: 3 clusters Score -2059899 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2059973.500000 Penalty: 4797.091309
	Iteration 7Q: 3 clusters Score -2059974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2060054.375000 Penalty: 4797.091309
	Iteration 8Q: 3 clusters Score -2060054 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2060115.625000 Penalty: 4797.091309
	Iteration 9Q: 3 clusters Score -2060116 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2060187.250000 Penalty: 4797.091309
	Iteration 10Q: 3 clusters Score -2060187 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2060274.000000 Penalty: 4797.091309
	Iteration 11Q: 3 clusters Score -2060274 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2060363.625000 Penalty: 4797.091309
	Iteration 12Q: 3 clusters Score -2060364 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2060478.750000 Penalty: 4797.091309
	Iteration 13Q: 3 clusters Score -2060479 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2060615.000000 Penalty: 4797.091309
	Iteration 14Q: 3 clusters Score -2060615 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2060772.625000 Penalty: 4797.091309
	Iteration 15Q: 3 clusters Score -2060773 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2060989.375000 Penalty: 4797.091309
	Iteration 16Q: 3 clusters Score -2060989 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2061256.000000 Penalty: 4797.091309
	Iteration 17Q: 3 clusters Score -2061256 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2061569.250000 Penalty: 4797.091309
	Iteration 18Q: 3 clusters Score -2061569 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2061918.875000 Penalty: 4797.091309
	Iteration 19Q: 3 clusters Score -2061919 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2062315.625000 Penalty: 4797.091309
	Iteration 20F: 3 clusters Score -2062316 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2062700.875000 Penalty: 4797.091309
	Iteration 21Q: 3 clusters Score -2062701 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2063052.000000 Penalty: 4797.091309
	Iteration 22Q: 3 clusters Score -2063052 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2063318.500000 Penalty: 4797.091309
	Iteration 23Q: 3 clusters Score -2063318 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2063473.250000 Penalty: 4797.091309
	Iteration 24Q: 3 clusters Score -2063473 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2063549.625000 Penalty: 4797.091309
	Iteration 25Q: 3 clusters Score -2063550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2063594.625000 Penalty: 4797.091309
	Iteration 26Q: 3 clusters Score -2063595 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2063621.625000 Penalty: 4797.091309
	Iteration 27Q: 3 clusters Score -2063622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2063645.625000 Penalty: 4797.091309
	Iteration 28Q: 3 clusters Score -2063646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2063664.500000 Penalty: 4797.091309
	Iteration 29Q: 3 clusters Score -2063664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2063694.375000 Penalty: 4797.091309
	Iteration 30Q: 3 clusters Score -2063694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2063711.000000 Penalty: 4797.091309
	Iteration 31Q: 3 clusters Score -2063711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2063742.000000 Penalty: 4797.091309
	Iteration 32Q: 3 clusters Score -2063742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2063747.750000 Penalty: 4797.091309
	Iteration 33Q: 3 clusters Score -2063748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2063758.125000 Penalty: 4797.091309
	Iteration 34Q: 3 clusters Score -2063758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2063771.125000 Penalty: 4797.091309
	Iteration 35Q: 3 clusters Score -2063771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2063778.250000 Penalty: 4797.091309
	Iteration 36Q: 3 clusters Score -2063778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2063791.000000 Penalty: 4797.091309
	Iteration 37Q: 3 clusters Score -2063791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2063794.625000 Penalty: 4797.091309
	Iteration 38Q: 3 clusters Score -2063795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2063796.375000 Penalty: 4797.091309
	Iteration 39Q: 3 clusters Score -2063796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2063802.750000 Penalty: 4797.091309
	Iteration 40F: 3 clusters Score -2063803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2063806.500000 Penalty: 4797.091309
	Iteration 41Q: 3 clusters Score -2063806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2063807.000000 Penalty: 4797.091309
	Iteration 42Q: 3 clusters Score -2063807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2063807.375000 Penalty: 4797.091309
	Iteration 43Q: 3 clusters Score -2063807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2063809.125000 Penalty: 4797.091309
	Iteration 44Q: 3 clusters Score -2063809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2063811.000000 Penalty: 4797.091309
	Iteration 45Q: 3 clusters Score -2063811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2063814.375000 Penalty: 4797.091309
	Iteration 46Q: 3 clusters Score -2063814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2063817.375000 Penalty: 4797.091309
	Iteration 47Q: 3 clusters Score -2063817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2063819.250000 Penalty: 4797.091309
	Iteration 48Q: 3 clusters Score -2063819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2063821.875000 Penalty: 4797.091309
	Iteration 49Q: 3 clusters Score -2063822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2063822.000000 Penalty: 4797.091309
	Iteration 50Q: 3 clusters Score -2063822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2063823.375000 Penalty: 4797.091309
	Iteration 51Q: 3 clusters Score -2063823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2063824.250000 Penalty: 4797.091309
	Iteration 52Q: 3 clusters Score -2063824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2063820.875000 Penalty: 4797.091309
	Iteration 53Q: 3 clusters Score -2063821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2063825.750000 Penalty: 4797.091309
	Iteration 54Q: 3 clusters Score -2063826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2063826.750000 Penalty: 4797.091309
	Iteration 55Q: 3 clusters Score -2063827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2063827.375000 Penalty: 4797.091309
	Iteration 56Q: 3 clusters Score -2063827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2063827.500000 Penalty: 4797.091309
	Iteration 57Q: 3 clusters Score -2063828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2063833.375000 Penalty: 4797.091309
	Iteration 58Q: 3 clusters Score -2063833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2063836.250000 Penalty: 4797.091309
	Iteration 59Q: 3 clusters Score -2063836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2063834.875000 Penalty: 4797.091309
	Iteration 60F: 3 clusters Score -2063835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2063834.375000 Penalty: 4797.091309
	Iteration 61Q: 3 clusters Score -2063834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2063836.875000 Penalty: 4797.091309
	Iteration 62Q: 3 clusters Score -2063837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2063834.250000 Penalty: 4797.091309
	Iteration 63Q: 3 clusters Score -2063834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2063832.750000 Penalty: 4797.091309
	Iteration 64Q: 3 clusters Score -2063833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2063839.875000 Penalty: 4797.091309
	Iteration 65Q: 3 clusters Score -2063840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2063837.000000 Penalty: 4797.091309
	Iteration 66Q: 3 clusters Score -2063837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2063840.625000 Penalty: 4797.091309
	Iteration 67Q: 3 clusters Score -2063841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2063843.875000 Penalty: 4797.091309
	Iteration 68Q: 3 clusters Score -2063844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2063843.125000 Penalty: 4797.091309
	Iteration 69Q: 3 clusters Score -2063843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2063842.625000 Penalty: 4797.091309
	Iteration 70Q: 3 clusters Score -2063843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2063839.500000 Penalty: 4797.091309
	Iteration 71Q: 3 clusters Score -2063840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2063839.625000 Penalty: 4797.091309
	Iteration 72Q: 3 clusters Score -2063840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2063841.375000 Penalty: 4797.091309
	Iteration 73Q: 3 clusters Score -2063841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2063844.875000 Penalty: 4797.091309
	Iteration 74Q: 3 clusters Score -2063845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2063843.000000 Penalty: 4797.091309
	Iteration 75Q: 3 clusters Score -2063843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2063845.125000 Penalty: 4797.091309
	Iteration 76Q: 3 clusters Score -2063845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2063844.125000 Penalty: 4797.091309
	Iteration 77Q: 3 clusters Score -2063844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2063844.875000 Penalty: 4797.091309
	Iteration 78Q: 3 clusters Score -2063845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2063844.875000 Penalty: 4797.091309
	Iteration 79F: 3 clusters Score -2063845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (240270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240270 members 
Entering Unmasked Estep 
Score: -30707924.000000 Penalty: 3072.600586
	Iteration 0F: 2 clusters Score -3.070792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -30609240.000000 Penalty: 6145.201172
	Iteration 0F: 3 clusters Score -3.060924e+07 nChanged 115936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -30676322.000000 Penalty: 6145.201172
	Iteration 1F: 3 clusters Score -3.067632e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -30677124.000000 Penalty: 6145.201172
	Iteration 2Q: 3 clusters Score -3.067712e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -30677780.000000 Penalty: 6145.201172
	Iteration 3Q: 3 clusters Score -3.067778e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -30678842.000000 Penalty: 6145.201172
	Iteration 4Q: 3 clusters Score -3.067884e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130263 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -30680196.000000 Penalty: 6145.201172
	Iteration 5Q: 3 clusters Score -3.06802e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -30682526.000000 Penalty: 6145.201172
	Iteration 6Q: 3 clusters Score -3.068253e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -30686474.000000 Penalty: 6145.201172
	Iteration 7Q: 3 clusters Score -3.068647e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -30692454.000000 Penalty: 6145.201172
	Iteration 8F: 3 clusters Score -3.069245e+07 nChanged 16715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -30699430.000000 Penalty: 6145.201172
	Iteration 9F: 3 clusters Score -3.069943e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190427 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -30702964.000000 Penalty: 6145.201172
	Iteration 10F: 3 clusters Score -3.070296e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202975 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -30703790.000000 Penalty: 6145.201172
	Iteration 11F: 3 clusters Score -3.070379e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -30703974.000000 Penalty: 6145.201172
	Iteration 12Q: 3 clusters Score -3.070397e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217907 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -30703916.000000 Penalty: 6145.201172
	Iteration 13Q: 3 clusters Score -3.070392e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222659 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -30704440.000000 Penalty: 6145.201172
	Iteration 14Q: 3 clusters Score -3.070444e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226329 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -30704626.000000 Penalty: 6145.201172
	Iteration 15Q: 3 clusters Score -3.070463e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229224 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -30705238.000000 Penalty: 6145.201172
	Iteration 16Q: 3 clusters Score -3.070524e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231493 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -30705414.000000 Penalty: 6145.201172
	Iteration 17Q: 3 clusters Score -3.070541e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233204 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -30705494.000000 Penalty: 6145.201172
	Iteration 18Q: 3 clusters Score -3.070549e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234600 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -30705642.000000 Penalty: 6145.201172
	Iteration 19Q: 3 clusters Score -3.070564e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235614 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -30705768.000000 Penalty: 6145.201172
	Iteration 20F: 3 clusters Score -3.070577e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236365 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -30705744.000000 Penalty: 6145.201172
	Iteration 21Q: 3 clusters Score -3.070574e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236882 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -30705778.000000 Penalty: 6145.201172
	Iteration 22Q: 3 clusters Score -3.070578e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237277 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -30705882.000000 Penalty: 6145.201172
	Iteration 23Q: 3 clusters Score -3.070588e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237592 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -30705966.000000 Penalty: 6145.201172
	Iteration 24Q: 3 clusters Score -3.070597e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -30705972.000000 Penalty: 6145.201172
	Iteration 25Q: 3 clusters Score -3.070597e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237997 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -30705982.000000 Penalty: 6145.201172
	Iteration 26Q: 3 clusters Score -3.070598e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238145 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -30705982.000000 Penalty: 6145.201172
	Iteration 27Q: 3 clusters Score -3.070598e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238244 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -30705982.000000 Penalty: 6145.201172
	Iteration 28Q: 3 clusters Score -3.070598e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238339 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30705948.000000 Penalty: 6145.201172
	Iteration 29Q: 3 clusters Score -3.070595e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238409 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -30705954.000000 Penalty: 6145.201172
	Iteration 30Q: 3 clusters Score -3.070595e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238462 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -30705942.000000 Penalty: 6145.201172
	Iteration 31Q: 3 clusters Score -3.070594e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238510 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -30705960.000000 Penalty: 6145.201172
	Iteration 32Q: 3 clusters Score -3.070596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238533 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -30705930.000000 Penalty: 6145.201172
	Iteration 33Q: 3 clusters Score -3.070593e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238566 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -30705928.000000 Penalty: 6145.201172
	Iteration 34Q: 3 clusters Score -3.070593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238591 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -30705920.000000 Penalty: 6145.201172
	Iteration 35Q: 3 clusters Score -3.070592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238606 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -30705944.000000 Penalty: 6145.201172
	Iteration 36Q: 3 clusters Score -3.070594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238624 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -30705958.000000 Penalty: 6145.201172
	Iteration 37Q: 3 clusters Score -3.070596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238640 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30705950.000000 Penalty: 6145.201172
	Iteration 38Q: 3 clusters Score -3.070595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -30705952.000000 Penalty: 6145.201172
	Iteration 39Q: 3 clusters Score -3.070595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238663 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -30705968.000000 Penalty: 6145.201172
	Iteration 40F: 3 clusters Score -3.070597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238671 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -30705946.000000 Penalty: 6145.201172
	Iteration 41Q: 3 clusters Score -3.070595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238676 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -30705950.000000 Penalty: 6145.201172
	Iteration 42Q: 3 clusters Score -3.070595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -30705926.000000 Penalty: 6145.201172
	Iteration 43Q: 3 clusters Score -3.070593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238703 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -30705926.000000 Penalty: 6145.201172
	Iteration 44Q: 3 clusters Score -3.070593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238718 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -30705934.000000 Penalty: 6145.201172
	Iteration 45Q: 3 clusters Score -3.070593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238733 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -30705910.000000 Penalty: 6145.201172
	Iteration 46Q: 3 clusters Score -3.070591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238748 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -30705910.000000 Penalty: 6145.201172
	Iteration 47Q: 3 clusters Score -3.070591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238760 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -30705920.000000 Penalty: 6145.201172
	Iteration 48Q: 3 clusters Score -3.070592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238777 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -30705944.000000 Penalty: 6145.201172
	Iteration 49Q: 3 clusters Score -3.070594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238795 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -30705936.000000 Penalty: 6145.201172
	Iteration 50Q: 3 clusters Score -3.070594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238810 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -30705922.000000 Penalty: 6145.201172
	Iteration 51Q: 3 clusters Score -3.070592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238821 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -30705924.000000 Penalty: 6145.201172
	Iteration 52Q: 3 clusters Score -3.070592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238828 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -30705944.000000 Penalty: 6145.201172
	Iteration 53Q: 3 clusters Score -3.070594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238840 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -30705966.000000 Penalty: 6145.201172
	Iteration 54Q: 3 clusters Score -3.070597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238850 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -30705946.000000 Penalty: 6145.201172
	Iteration 55Q: 3 clusters Score -3.070595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238858 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -30705930.000000 Penalty: 6145.201172
	Iteration 56Q: 3 clusters Score -3.070593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238870 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -30705924.000000 Penalty: 6145.201172
	Iteration 57Q: 3 clusters Score -3.070592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238876 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -30705922.000000 Penalty: 6145.201172
	Iteration 58Q: 3 clusters Score -3.070592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238879 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -30705946.000000 Penalty: 6145.201172
	Iteration 59Q: 3 clusters Score -3.070595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238887 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -30705956.000000 Penalty: 6145.201172
	Iteration 60F: 3 clusters Score -3.070596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238890 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -30705948.000000 Penalty: 6145.201172
	Iteration 61Q: 3 clusters Score -3.070595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238896 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -30705964.000000 Penalty: 6145.201172
	Iteration 62Q: 3 clusters Score -3.070596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -30705958.000000 Penalty: 6145.201172
	Iteration 63Q: 3 clusters Score -3.070596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -30705964.000000 Penalty: 6145.201172
	Iteration 64Q: 3 clusters Score -3.070596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238900 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -30705960.000000 Penalty: 6145.201172
	Iteration 65Q: 3 clusters Score -3.070596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238898 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30705982.000000 Penalty: 6145.201172
	Iteration 66Q: 3 clusters Score -3.070598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -30705992.000000 Penalty: 6145.201172
	Iteration 67Q: 3 clusters Score -3.070599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238895 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -30705988.000000 Penalty: 6145.201172
	Iteration 68Q: 3 clusters Score -3.070599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -30705984.000000 Penalty: 6145.201172
	Iteration 69Q: 3 clusters Score -3.070598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -30705982.000000 Penalty: 6145.201172
	Iteration 70Q: 3 clusters Score -3.070598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -30705980.000000 Penalty: 6145.201172
	Iteration 71Q: 3 clusters Score -3.070598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238904 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -30705974.000000 Penalty: 6145.201172
	Iteration 72Q: 3 clusters Score -3.070597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -30705986.000000 Penalty: 6145.201172
	Iteration 73Q: 3 clusters Score -3.070599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238904 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -30705974.000000 Penalty: 6145.201172
	Iteration 74Q: 3 clusters Score -3.070597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -30705964.000000 Penalty: 6145.201172
	Iteration 75Q: 3 clusters Score -3.070596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -30705970.000000 Penalty: 6145.201172
	Iteration 76Q: 3 clusters Score -3.070597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238907 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -30705960.000000 Penalty: 6145.201172
	Iteration 77Q: 3 clusters Score -3.070596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238905 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -30705966.000000 Penalty: 6145.201172
	Iteration 78Q: 3 clusters Score -3.070597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238905 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -30705972.000000 Penalty: 6145.201172
	Iteration 79Q: 3 clusters Score -3.070597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238906 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -30705966.000000 Penalty: 6145.201172
	Iteration 80F: 3 clusters Score -3.070597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238908 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -30705984.000000 Penalty: 6145.201172
	Iteration 81Q: 3 clusters Score -3.070598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238909 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -30705986.000000 Penalty: 6145.201172
	Iteration 82Q: 3 clusters Score -3.070599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238909 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -30705986.000000 Penalty: 6145.201172
	Iteration 83F: 3 clusters Score -3.070599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -138030.296875 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -138030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135992.625000 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -135992.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136366.718750 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -136366.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136791.406250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -136791.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136985.734375 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -136985.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137129.406250 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -137129.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137275.843750 Penalty: 3494.705078
	Iteration 5F: 3 clusters Score -137275.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -137430.562500 Penalty: 3494.705078
	Iteration 6F: 3 clusters Score -137430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -137523.390625 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -137523.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -137599.968750 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -137600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -137643.921875 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -137643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -137667.421875 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -137667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -137688.828125 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -137688.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -137720.703125 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -137720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -137744.156250 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -137744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -137758.984375 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -137759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -137776.312500 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -137776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -137780.671875 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -137780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -137782.046875 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -137782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -137782.046875 Penalty: 3494.705078
	Iteration 18F: 3 clusters Score -137782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Entering Unmasked Estep 
Score: -6725724.500000 Penalty: 2693.755615
	Iteration 0F: 2 clusters Score -6725724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6690531.000000 Penalty: 5387.511230
	Iteration 0F: 3 clusters Score -6690531 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6703806.500000 Penalty: 5387.511230
	Iteration 1F: 3 clusters Score -6703806 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6704354.500000 Penalty: 5387.511230
	Iteration 2Q: 3 clusters Score -6704354 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -6704863.500000 Penalty: 5387.511230
	Iteration 3Q: 3 clusters Score -6704864 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6705384.000000 Penalty: 5387.511230
	Iteration 4Q: 3 clusters Score -6705384 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -6705963.000000 Penalty: 5387.511230
	Iteration 5Q: 3 clusters Score -6705963 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6706661.000000 Penalty: 5387.511230
	Iteration 6Q: 3 clusters Score -6706661 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -6707724.500000 Penalty: 5387.511230
	Iteration 7Q: 3 clusters Score -6707724 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6709138.000000 Penalty: 5387.511230
	Iteration 8Q: 3 clusters Score -6709138 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -6711075.000000 Penalty: 5387.511230
	Iteration 9F: 3 clusters Score -6711075 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -6713423.500000 Penalty: 5387.511230
	Iteration 10F: 3 clusters Score -6713424 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -6716181.500000 Penalty: 5387.511230
	Iteration 11F: 3 clusters Score -6716182 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -6718799.500000 Penalty: 5387.511230
	Iteration 12F: 3 clusters Score -6718800 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6720936.500000 Penalty: 5387.511230
	Iteration 13Q: 3 clusters Score -6720936 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6722191.000000 Penalty: 5387.511230
	Iteration 14Q: 3 clusters Score -6722191 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6722758.500000 Penalty: 5387.511230
	Iteration 15Q: 3 clusters Score -6722758 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6723017.000000 Penalty: 5387.511230
	Iteration 16Q: 3 clusters Score -6723017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6723135.000000 Penalty: 5387.511230
	Iteration 17Q: 3 clusters Score -6723135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6723200.000000 Penalty: 5387.511230
	Iteration 18Q: 3 clusters Score -6723200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6723243.000000 Penalty: 5387.511230
	Iteration 19Q: 3 clusters Score -6723243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6723269.500000 Penalty: 5387.511230
	Iteration 20F: 3 clusters Score -6723270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6723285.500000 Penalty: 5387.511230
	Iteration 21Q: 3 clusters Score -6723286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6723292.500000 Penalty: 5387.511230
	Iteration 22Q: 3 clusters Score -6723292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6723309.500000 Penalty: 5387.511230
	Iteration 23Q: 3 clusters Score -6723310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6723317.000000 Penalty: 5387.511230
	Iteration 24Q: 3 clusters Score -6723317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6723336.000000 Penalty: 5387.511230
	Iteration 25Q: 3 clusters Score -6723336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6723351.500000 Penalty: 5387.511230
	Iteration 26Q: 3 clusters Score -6723352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6723361.500000 Penalty: 5387.511230
	Iteration 27Q: 3 clusters Score -6723362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6723368.500000 Penalty: 5387.511230
	Iteration 28Q: 3 clusters Score -6723368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6723371.000000 Penalty: 5387.511230
	Iteration 29Q: 3 clusters Score -6723371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6723377.000000 Penalty: 5387.511230
	Iteration 30Q: 3 clusters Score -6723377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6723374.500000 Penalty: 5387.511230
	Iteration 31Q: 3 clusters Score -6723374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6723374.000000 Penalty: 5387.511230
	Iteration 32Q: 3 clusters Score -6723374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6723374.000000 Penalty: 5387.511230
	Iteration 33F: 3 clusters Score -6723374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -350991.531250 Penalty: 1967.314819
	Iteration 0F: 2 clusters Score -350991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -347902.718750 Penalty: 3934.629639
	Iteration 0F: 3 clusters Score -347902.7 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -348534.812500 Penalty: 3934.629639
	Iteration 1F: 3 clusters Score -348534.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -348684.656250 Penalty: 3934.629639
	Iteration 2F: 3 clusters Score -348684.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -348787.937500 Penalty: 3934.629639
	Iteration 3Q: 3 clusters Score -348787.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -348900.468750 Penalty: 3934.629639
	Iteration 4Q: 3 clusters Score -348900.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -348993.250000 Penalty: 3934.629639
	Iteration 5Q: 3 clusters Score -348993.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -349075.750000 Penalty: 3934.629639
	Iteration 6Q: 3 clusters Score -349075.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -349158.062500 Penalty: 3934.629639
	Iteration 7Q: 3 clusters Score -349158.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -349209.375000 Penalty: 3934.629639
	Iteration 8Q: 3 clusters Score -349209.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -349260.156250 Penalty: 3934.629639
	Iteration 9Q: 3 clusters Score -349260.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -349294.625000 Penalty: 3934.629639
	Iteration 10Q: 3 clusters Score -349294.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -349323.812500 Penalty: 3934.629639
	Iteration 11Q: 3 clusters Score -349323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -349349.125000 Penalty: 3934.629639
	Iteration 12Q: 3 clusters Score -349349.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -349372.500000 Penalty: 3934.629639
	Iteration 13Q: 3 clusters Score -349372.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -349393.531250 Penalty: 3934.629639
	Iteration 14Q: 3 clusters Score -349393.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -349408.625000 Penalty: 3934.629639
	Iteration 15Q: 3 clusters Score -349408.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -349420.187500 Penalty: 3934.629639
	Iteration 16Q: 3 clusters Score -349420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -349429.281250 Penalty: 3934.629639
	Iteration 17Q: 3 clusters Score -349429.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -349437.656250 Penalty: 3934.629639
	Iteration 18Q: 3 clusters Score -349437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -349446.625000 Penalty: 3934.629639
	Iteration 19Q: 3 clusters Score -349446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -349455.281250 Penalty: 3934.629639
	Iteration 20F: 3 clusters Score -349455.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -349459.468750 Penalty: 3934.629639
	Iteration 21Q: 3 clusters Score -349459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -349462.843750 Penalty: 3934.629639
	Iteration 22Q: 3 clusters Score -349462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -349465.312500 Penalty: 3934.629639
	Iteration 23Q: 3 clusters Score -349465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -349467.437500 Penalty: 3934.629639
	Iteration 24Q: 3 clusters Score -349467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -349469.968750 Penalty: 3934.629639
	Iteration 25Q: 3 clusters Score -349470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -349474.875000 Penalty: 3934.629639
	Iteration 26Q: 3 clusters Score -349474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -349479.437500 Penalty: 3934.629639
	Iteration 27Q: 3 clusters Score -349479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -349483.125000 Penalty: 3934.629639
	Iteration 28Q: 3 clusters Score -349483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -349486.250000 Penalty: 3934.629639
	Iteration 29Q: 3 clusters Score -349486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -349490.562500 Penalty: 3934.629639
	Iteration 30Q: 3 clusters Score -349490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -349492.468750 Penalty: 3934.629639
	Iteration 31Q: 3 clusters Score -349492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -349492.937500 Penalty: 3934.629639
	Iteration 32Q: 3 clusters Score -349492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -349493.906250 Penalty: 3934.629639
	Iteration 33Q: 3 clusters Score -349493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -349496.656250 Penalty: 3934.629639
	Iteration 34Q: 3 clusters Score -349496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -349497.312500 Penalty: 3934.629639
	Iteration 35Q: 3 clusters Score -349497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -349497.875000 Penalty: 3934.629639
	Iteration 36Q: 3 clusters Score -349497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -349498.781250 Penalty: 3934.629639
	Iteration 37Q: 3 clusters Score -349498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -349500.437500 Penalty: 3934.629639
	Iteration 38Q: 3 clusters Score -349500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -349501.093750 Penalty: 3934.629639
	Iteration 39Q: 3 clusters Score -349501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -349501.093750 Penalty: 3934.629639
	Iteration 40F: 3 clusters Score -349501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -716177.375000 Penalty: 2153.185547
	Iteration 0F: 2 clusters Score -716177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -711062.687500 Penalty: 4306.371094
	Iteration 0F: 3 clusters Score -711062.7 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -712273.312500 Penalty: 4306.371094
	Iteration 1F: 3 clusters Score -712273.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -712467.500000 Penalty: 4306.371094
	Iteration 2F: 3 clusters Score -712467.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -712602.875000 Penalty: 4306.371094
	Iteration 3Q: 3 clusters Score -712602.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -712706.687500 Penalty: 4306.371094
	Iteration 4Q: 3 clusters Score -712706.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -712798.250000 Penalty: 4306.371094
	Iteration 5Q: 3 clusters Score -712798.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -712870.875000 Penalty: 4306.371094
	Iteration 6Q: 3 clusters Score -712870.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -712923.562500 Penalty: 4306.371094
	Iteration 7Q: 3 clusters Score -712923.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -712969.750000 Penalty: 4306.371094
	Iteration 8Q: 3 clusters Score -712969.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -713009.875000 Penalty: 4306.371094
	Iteration 9Q: 3 clusters Score -713009.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -713045.000000 Penalty: 4306.371094
	Iteration 10Q: 3 clusters Score -713045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -713085.562500 Penalty: 4306.371094
	Iteration 11Q: 3 clusters Score -713085.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -713109.812500 Penalty: 4306.371094
	Iteration 12Q: 3 clusters Score -713109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -713131.500000 Penalty: 4306.371094
	Iteration 13Q: 3 clusters Score -713131.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -713158.875000 Penalty: 4306.371094
	Iteration 14Q: 3 clusters Score -713158.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -713184.812500 Penalty: 4306.371094
	Iteration 15Q: 3 clusters Score -713184.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -713205.812500 Penalty: 4306.371094
	Iteration 16Q: 3 clusters Score -713205.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -713227.625000 Penalty: 4306.371094
	Iteration 17Q: 3 clusters Score -713227.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -713249.000000 Penalty: 4306.371094
	Iteration 18Q: 3 clusters Score -713249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -713279.375000 Penalty: 4306.371094
	Iteration 19Q: 3 clusters Score -713279.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -713315.562500 Penalty: 4306.371094
	Iteration 20F: 3 clusters Score -713315.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -713356.500000 Penalty: 4306.371094
	Iteration 21Q: 3 clusters Score -713356.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -713399.750000 Penalty: 4306.371094
	Iteration 22Q: 3 clusters Score -713399.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -713447.875000 Penalty: 4306.371094
	Iteration 23Q: 3 clusters Score -713447.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -713494.875000 Penalty: 4306.371094
	Iteration 24Q: 3 clusters Score -713494.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -713543.250000 Penalty: 4306.371094
	Iteration 25Q: 3 clusters Score -713543.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -713587.062500 Penalty: 4306.371094
	Iteration 26Q: 3 clusters Score -713587.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -713636.500000 Penalty: 4306.371094
	Iteration 27Q: 3 clusters Score -713636.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -713688.500000 Penalty: 4306.371094
	Iteration 28Q: 3 clusters Score -713688.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -713755.500000 Penalty: 4306.371094
	Iteration 29Q: 3 clusters Score -713755.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -713810.500000 Penalty: 4306.371094
	Iteration 30Q: 3 clusters Score -713810.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -713877.312500 Penalty: 4306.371094
	Iteration 31Q: 3 clusters Score -713877.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -713943.562500 Penalty: 4306.371094
	Iteration 32Q: 3 clusters Score -713943.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -714011.187500 Penalty: 4306.371094
	Iteration 33Q: 3 clusters Score -714011.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -714067.437500 Penalty: 4306.371094
	Iteration 34Q: 3 clusters Score -714067.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -714119.375000 Penalty: 4306.371094
	Iteration 35Q: 3 clusters Score -714119.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -714171.500000 Penalty: 4306.371094
	Iteration 36Q: 3 clusters Score -714171.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -714214.937500 Penalty: 4306.371094
	Iteration 37Q: 3 clusters Score -714214.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -714260.875000 Penalty: 4306.371094
	Iteration 38Q: 3 clusters Score -714260.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -714322.375000 Penalty: 4306.371094
	Iteration 39Q: 3 clusters Score -714322.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -714371.437500 Penalty: 4306.371094
	Iteration 40F: 3 clusters Score -714371.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -714428.000000 Penalty: 4306.371094
	Iteration 41Q: 3 clusters Score -714428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -714494.750000 Penalty: 4306.371094
	Iteration 42Q: 3 clusters Score -714494.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -714566.500000 Penalty: 4306.371094
	Iteration 43Q: 3 clusters Score -714566.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -714639.812500 Penalty: 4306.371094
	Iteration 44Q: 3 clusters Score -714639.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -714721.437500 Penalty: 4306.371094
	Iteration 45Q: 3 clusters Score -714721.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -714812.125000 Penalty: 4306.371094
	Iteration 46Q: 3 clusters Score -714812.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -714963.062500 Penalty: 4306.371094
	Iteration 47Q: 3 clusters Score -714963.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -715164.812500 Penalty: 4306.371094
	Iteration 48Q: 3 clusters Score -715164.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -715352.312500 Penalty: 4306.371094
	Iteration 49Q: 3 clusters Score -715352.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -715489.062500 Penalty: 4306.371094
	Iteration 50Q: 3 clusters Score -715489.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -715565.187500 Penalty: 4306.371094
	Iteration 51Q: 3 clusters Score -715565.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -715597.562500 Penalty: 4306.371094
	Iteration 52Q: 3 clusters Score -715597.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -715618.500000 Penalty: 4306.371094
	Iteration 53Q: 3 clusters Score -715618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -715626.812500 Penalty: 4306.371094
	Iteration 54Q: 3 clusters Score -715626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -715635.875000 Penalty: 4306.371094
	Iteration 55Q: 3 clusters Score -715635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -715636.750000 Penalty: 4306.371094
	Iteration 56Q: 3 clusters Score -715636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -715637.125000 Penalty: 4306.371094
	Iteration 57Q: 3 clusters Score -715637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -715647.875000 Penalty: 4306.371094
	Iteration 58F: 3 clusters Score -715647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -715657.750000 Penalty: 4306.371094
	Iteration 59Q: 3 clusters Score -715657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -715661.250000 Penalty: 4306.371094
	Iteration 60F: 3 clusters Score -715661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -715660.375000 Penalty: 4306.371094
	Iteration 61Q: 3 clusters Score -715660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -715662.875000 Penalty: 4306.371094
	Iteration 62Q: 3 clusters Score -715662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -715663.062500 Penalty: 4306.371094
	Iteration 63Q: 3 clusters Score -715663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -715664.812500 Penalty: 4306.371094
	Iteration 64Q: 3 clusters Score -715664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -715666.812500 Penalty: 4306.371094
	Iteration 65Q: 3 clusters Score -715666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -715669.562500 Penalty: 4306.371094
	Iteration 66Q: 3 clusters Score -715669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -715673.750000 Penalty: 4306.371094
	Iteration 67Q: 3 clusters Score -715673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -715672.812500 Penalty: 4306.371094
	Iteration 68Q: 3 clusters Score -715672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -715672.812500 Penalty: 4306.371094
	Iteration 69F: 3 clusters Score -715672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -262975.500000 Penalty: 1896.651001
	Iteration 0F: 2 clusters Score -262975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -260299.109375 Penalty: 3793.302002
	Iteration 0F: 3 clusters Score -260299.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -260762.125000 Penalty: 3793.302002
	Iteration 1F: 3 clusters Score -260762.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -260875.593750 Penalty: 3793.302002
	Iteration 2F: 3 clusters Score -260875.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -260935.750000 Penalty: 3793.302002
	Iteration 3Q: 3 clusters Score -260935.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -260967.171875 Penalty: 3793.302002
	Iteration 4Q: 3 clusters Score -260967.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260984.968750 Penalty: 3793.302002
	Iteration 5Q: 3 clusters Score -260985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -261005.359375 Penalty: 3793.302002
	Iteration 6Q: 3 clusters Score -261005.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -261018.343750 Penalty: 3793.302002
	Iteration 7Q: 3 clusters Score -261018.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261035.296875 Penalty: 3793.302002
	Iteration 8Q: 3 clusters Score -261035.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261044.937500 Penalty: 3793.302002
	Iteration 9Q: 3 clusters Score -261044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -261049.890625 Penalty: 3793.302002
	Iteration 10Q: 3 clusters Score -261049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261056.484375 Penalty: 3793.302002
	Iteration 11Q: 3 clusters Score -261056.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261064.843750 Penalty: 3793.302002
	Iteration 12Q: 3 clusters Score -261064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261073.062500 Penalty: 3793.302002
	Iteration 13Q: 3 clusters Score -261073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -261083.921875 Penalty: 3793.302002
	Iteration 14Q: 3 clusters Score -261083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -261091.515625 Penalty: 3793.302002
	Iteration 15Q: 3 clusters Score -261091.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -261100.500000 Penalty: 3793.302002
	Iteration 16Q: 3 clusters Score -261100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261103.859375 Penalty: 3793.302002
	Iteration 17Q: 3 clusters Score -261103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261106.828125 Penalty: 3793.302002
	Iteration 18Q: 3 clusters Score -261106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261108.859375 Penalty: 3793.302002
	Iteration 19Q: 3 clusters Score -261108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -261110.281250 Penalty: 3793.302002
	Iteration 20F: 3 clusters Score -261110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -261111.437500 Penalty: 3793.302002
	Iteration 21Q: 3 clusters Score -261111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261111.671875 Penalty: 3793.302002
	Iteration 22Q: 3 clusters Score -261111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261111.671875 Penalty: 3793.302002
	Iteration 23F: 3 clusters Score -261111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48681.015625 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48681.02 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 206 members 
Entering Unmasked Estep 
Score: -47257.808594 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -47257.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47479.289062 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -47479.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47544.484375 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -47544.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47567.406250 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -47567.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47593.210938 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47593.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47599.824219 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47599.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47603.031250 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47603.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47603.031250 Penalty: 3022.410645
	Iteration 7F: 3 clusters Score -47603.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Entering Unmasked Estep 
Score: -6705534.500000 Penalty: 2700.986572
	Iteration 0F: 2 clusters Score -6705534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6669402.000000 Penalty: 5401.973145
	Iteration 0F: 3 clusters Score -6669402 nChanged 24784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6683067.000000 Penalty: 5401.973145
	Iteration 1F: 3 clusters Score -6683067 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6683644.500000 Penalty: 5401.973145
	Iteration 2Q: 3 clusters Score -6683644 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -6684273.500000 Penalty: 5401.973145
	Iteration 3Q: 3 clusters Score -6684274 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6684961.500000 Penalty: 5401.973145
	Iteration 4Q: 3 clusters Score -6684962 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -6685966.000000 Penalty: 5401.973145
	Iteration 5Q: 3 clusters Score -6685966 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -6687281.000000 Penalty: 5401.973145
	Iteration 6Q: 3 clusters Score -6687281 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6689188.000000 Penalty: 5401.973145
	Iteration 7Q: 3 clusters Score -6689188 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6691480.500000 Penalty: 5401.973145
	Iteration 8F: 3 clusters Score -6691480 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -6694123.000000 Penalty: 5401.973145
	Iteration 9F: 3 clusters Score -6694123 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6696602.000000 Penalty: 5401.973145
	Iteration 10F: 3 clusters Score -6696602 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -6698545.000000 Penalty: 5401.973145
	Iteration 11Q: 3 clusters Score -6698545 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6700028.500000 Penalty: 5401.973145
	Iteration 12Q: 3 clusters Score -6700028 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6700996.000000 Penalty: 5401.973145
	Iteration 13Q: 3 clusters Score -6700996 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -6701678.500000 Penalty: 5401.973145
	Iteration 14Q: 3 clusters Score -6701678 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -6702157.000000 Penalty: 5401.973145
	Iteration 15Q: 3 clusters Score -6702157 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6702430.500000 Penalty: 5401.973145
	Iteration 16Q: 3 clusters Score -6702430 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6702631.000000 Penalty: 5401.973145
	Iteration 17Q: 3 clusters Score -6702631 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -6702832.500000 Penalty: 5401.973145
	Iteration 18Q: 3 clusters Score -6702832 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6702947.500000 Penalty: 5401.973145
	Iteration 19Q: 3 clusters Score -6702948 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6703054.500000 Penalty: 5401.973145
	Iteration 20F: 3 clusters Score -6703054 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6703128.000000 Penalty: 5401.973145
	Iteration 21Q: 3 clusters Score -6703128 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6703206.500000 Penalty: 5401.973145
	Iteration 22Q: 3 clusters Score -6703206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -6703250.500000 Penalty: 5401.973145
	Iteration 23Q: 3 clusters Score -6703250 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -6703304.000000 Penalty: 5401.973145
	Iteration 24Q: 3 clusters Score -6703304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -6703342.000000 Penalty: 5401.973145
	Iteration 25Q: 3 clusters Score -6703342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6703371.500000 Penalty: 5401.973145
	Iteration 26Q: 3 clusters Score -6703372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6703427.500000 Penalty: 5401.973145
	Iteration 27Q: 3 clusters Score -6703428 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6703466.000000 Penalty: 5401.973145
	Iteration 28Q: 3 clusters Score -6703466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6703492.000000 Penalty: 5401.973145
	Iteration 29Q: 3 clusters Score -6703492 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6703504.500000 Penalty: 5401.973145
	Iteration 30Q: 3 clusters Score -6703504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6703551.000000 Penalty: 5401.973145
	Iteration 31Q: 3 clusters Score -6703551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6703547.000000 Penalty: 5401.973145
	Iteration 32Q: 3 clusters Score -6703547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -6703551.000000 Penalty: 5401.973145
	Iteration 33Q: 3 clusters Score -6703551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -6703582.000000 Penalty: 5401.973145
	Iteration 34Q: 3 clusters Score -6703582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -6703601.500000 Penalty: 5401.973145
	Iteration 35Q: 3 clusters Score -6703602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6703618.000000 Penalty: 5401.973145
	Iteration 36Q: 3 clusters Score -6703618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6703604.000000 Penalty: 5401.973145
	Iteration 37Q: 3 clusters Score -6703604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -6703601.000000 Penalty: 5401.973145
	Iteration 38Q: 3 clusters Score -6703601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6703604.000000 Penalty: 5401.973145
	Iteration 39Q: 3 clusters Score -6703604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6703618.000000 Penalty: 5401.973145
	Iteration 40F: 3 clusters Score -6703618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6703622.500000 Penalty: 5401.973145
	Iteration 41Q: 3 clusters Score -6703622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6703635.000000 Penalty: 5401.973145
	Iteration 42Q: 3 clusters Score -6703635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -6703642.000000 Penalty: 5401.973145
	Iteration 43Q: 3 clusters Score -6703642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6703637.500000 Penalty: 5401.973145
	Iteration 44Q: 3 clusters Score -6703638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6703632.500000 Penalty: 5401.973145
	Iteration 45Q: 3 clusters Score -6703632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6703638.500000 Penalty: 5401.973145
	Iteration 46Q: 3 clusters Score -6703638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -6703650.500000 Penalty: 5401.973145
	Iteration 47Q: 3 clusters Score -6703650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6703660.000000 Penalty: 5401.973145
	Iteration 48Q: 3 clusters Score -6703660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6703658.000000 Penalty: 5401.973145
	Iteration 49Q: 3 clusters Score -6703658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -6703671.500000 Penalty: 5401.973145
	Iteration 50Q: 3 clusters Score -6703672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -6703663.000000 Penalty: 5401.973145
	Iteration 51Q: 3 clusters Score -6703663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -6703666.000000 Penalty: 5401.973145
	Iteration 52Q: 3 clusters Score -6703666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -6703668.000000 Penalty: 5401.973145
	Iteration 53Q: 3 clusters Score -6703668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6703663.500000 Penalty: 5401.973145
	Iteration 54Q: 3 clusters Score -6703664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6703668.000000 Penalty: 5401.973145
	Iteration 55Q: 3 clusters Score -6703668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6703678.500000 Penalty: 5401.973145
	Iteration 56Q: 3 clusters Score -6703678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6703683.000000 Penalty: 5401.973145
	Iteration 57Q: 3 clusters Score -6703683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -6703688.500000 Penalty: 5401.973145
	Iteration 58Q: 3 clusters Score -6703688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6703682.000000 Penalty: 5401.973145
	Iteration 59Q: 3 clusters Score -6703682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -6703688.500000 Penalty: 5401.973145
	Iteration 60F: 3 clusters Score -6703688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6703685.500000 Penalty: 5401.973145
	Iteration 61Q: 3 clusters Score -6703686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6703683.000000 Penalty: 5401.973145
	Iteration 62Q: 3 clusters Score -6703683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -6703688.000000 Penalty: 5401.973145
	Iteration 63Q: 3 clusters Score -6703688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6703687.500000 Penalty: 5401.973145
	Iteration 64Q: 3 clusters Score -6703688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6703681.500000 Penalty: 5401.973145
	Iteration 65Q: 3 clusters Score -6703682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6703686.500000 Penalty: 5401.973145
	Iteration 66Q: 3 clusters Score -6703686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -6703687.500000 Penalty: 5401.973145
	Iteration 67Q: 3 clusters Score -6703688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -6703687.500000 Penalty: 5401.973145
	Iteration 68F: 3 clusters Score -6703688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124234 members 
Entering Unmasked Estep 
Score: -15851577.000000 Penalty: 2909.020752
	Iteration 0F: 2 clusters Score -1.585158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -15768753.000000 Penalty: 5818.041504
	Iteration 0F: 3 clusters Score -1.576875e+07 nChanged 58930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -15803007.000000 Penalty: 5818.041504
	Iteration 1F: 3 clusters Score -1.580301e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -15804663.000000 Penalty: 5818.041504
	Iteration 2Q: 3 clusters Score -1.580466e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -15807571.000000 Penalty: 5818.041504
	Iteration 3F: 3 clusters Score -1.580757e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -15813083.000000 Penalty: 5818.041504
	Iteration 4F: 3 clusters Score -1.581308e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -15822092.000000 Penalty: 5818.041504
	Iteration 5F: 3 clusters Score -1.582209e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -15833443.000000 Penalty: 5818.041504
	Iteration 6F: 3 clusters Score -1.583344e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -15842293.000000 Penalty: 5818.041504
	Iteration 7F: 3 clusters Score -1.584229e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -15846505.000000 Penalty: 5818.041504
	Iteration 8Q: 3 clusters Score -1.58465e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15848184.000000 Penalty: 5818.041504
	Iteration 9Q: 3 clusters Score -1.584818e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -15848884.000000 Penalty: 5818.041504
	Iteration 10Q: 3 clusters Score -1.584888e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15849286.000000 Penalty: 5818.041504
	Iteration 11Q: 3 clusters Score -1.584929e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122973 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -15849433.000000 Penalty: 5818.041504
	Iteration 12Q: 3 clusters Score -1.584943e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -15849505.000000 Penalty: 5818.041504
	Iteration 13Q: 3 clusters Score -1.58495e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15849591.000000 Penalty: 5818.041504
	Iteration 14Q: 3 clusters Score -1.584959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15849639.000000 Penalty: 5818.041504
	Iteration 15Q: 3 clusters Score -1.584964e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15849644.000000 Penalty: 5818.041504
	Iteration 16Q: 3 clusters Score -1.584964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15849647.000000 Penalty: 5818.041504
	Iteration 17Q: 3 clusters Score -1.584965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15849656.000000 Penalty: 5818.041504
	Iteration 18Q: 3 clusters Score -1.584966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15849656.000000 Penalty: 5818.041504
	Iteration 19Q: 3 clusters Score -1.584966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15849652.000000 Penalty: 5818.041504
	Iteration 20F: 3 clusters Score -1.584965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15849665.000000 Penalty: 5818.041504
	Iteration 21Q: 3 clusters Score -1.584966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15849670.000000 Penalty: 5818.041504
	Iteration 22Q: 3 clusters Score -1.584967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15849675.000000 Penalty: 5818.041504
	Iteration 23Q: 3 clusters Score -1.584968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15849681.000000 Penalty: 5818.041504
	Iteration 24Q: 3 clusters Score -1.584968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15849683.000000 Penalty: 5818.041504
	Iteration 25Q: 3 clusters Score -1.584968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15849686.000000 Penalty: 5818.041504
	Iteration 26Q: 3 clusters Score -1.584969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15849690.000000 Penalty: 5818.041504
	Iteration 27Q: 3 clusters Score -1.584969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15849675.000000 Penalty: 5818.041504
	Iteration 28Q: 3 clusters Score -1.584968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15849688.000000 Penalty: 5818.041504
	Iteration 29Q: 3 clusters Score -1.584969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15849698.000000 Penalty: 5818.041504
	Iteration 30Q: 3 clusters Score -1.58497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15849688.000000 Penalty: 5818.041504
	Iteration 31Q: 3 clusters Score -1.584969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15849696.000000 Penalty: 5818.041504
	Iteration 32Q: 3 clusters Score -1.58497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15849703.000000 Penalty: 5818.041504
	Iteration 33Q: 3 clusters Score -1.58497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15849700.000000 Penalty: 5818.041504
	Iteration 34Q: 3 clusters Score -1.58497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15849700.000000 Penalty: 5818.041504
	Iteration 35F: 3 clusters Score -1.58497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Entering Unmasked Estep 
Score: -1400085.000000 Penalty: 2309.486572
	Iteration 0F: 2 clusters Score -1400085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1391764.375000 Penalty: 4618.973145
	Iteration 0F: 3 clusters Score -1391764 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1394123.125000 Penalty: 4618.973145
	Iteration 1F: 3 clusters Score -1394123 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1394414.125000 Penalty: 4618.973145
	Iteration 2F: 3 clusters Score -1394414 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1394721.875000 Penalty: 4618.973145
	Iteration 3Q: 3 clusters Score -1394722 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1395159.000000 Penalty: 4618.973145
	Iteration 4F: 3 clusters Score -1395159 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1395690.000000 Penalty: 4618.973145
	Iteration 5F: 3 clusters Score -1395690 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1396264.875000 Penalty: 4618.973145
	Iteration 6F: 3 clusters Score -1396265 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1396850.625000 Penalty: 4618.973145
	Iteration 7F: 3 clusters Score -1396851 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1397350.625000 Penalty: 4618.973145
	Iteration 8F: 3 clusters Score -1397351 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1397791.375000 Penalty: 4618.973145
	Iteration 9F: 3 clusters Score -1397791 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1398157.750000 Penalty: 4618.973145
	Iteration 10Q: 3 clusters Score -1398158 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1398464.375000 Penalty: 4618.973145
	Iteration 11Q: 3 clusters Score -1398464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1398666.750000 Penalty: 4618.973145
	Iteration 12Q: 3 clusters Score -1398667 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1398795.250000 Penalty: 4618.973145
	Iteration 13Q: 3 clusters Score -1398795 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1398866.000000 Penalty: 4618.973145
	Iteration 14Q: 3 clusters Score -1398866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1398895.250000 Penalty: 4618.973145
	Iteration 15Q: 3 clusters Score -1398895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1398913.625000 Penalty: 4618.973145
	Iteration 16Q: 3 clusters Score -1398914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1398932.875000 Penalty: 4618.973145
	Iteration 17Q: 3 clusters Score -1398933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1398938.750000 Penalty: 4618.973145
	Iteration 18Q: 3 clusters Score -1398939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1398942.250000 Penalty: 4618.973145
	Iteration 19Q: 3 clusters Score -1398942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1398948.875000 Penalty: 4618.973145
	Iteration 20F: 3 clusters Score -1398949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1398950.625000 Penalty: 4618.973145
	Iteration 21Q: 3 clusters Score -1398951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1398953.125000 Penalty: 4618.973145
	Iteration 22Q: 3 clusters Score -1398953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1398950.750000 Penalty: 4618.973145
	Iteration 23Q: 3 clusters Score -1398951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1398955.000000 Penalty: 4618.973145
	Iteration 24Q: 3 clusters Score -1398955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1398956.000000 Penalty: 4618.973145
	Iteration 25Q: 3 clusters Score -1398956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1398959.375000 Penalty: 4618.973145
	Iteration 26Q: 3 clusters Score -1398959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1398960.750000 Penalty: 4618.973145
	Iteration 27Q: 3 clusters Score -1398961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1398962.125000 Penalty: 4618.973145
	Iteration 28Q: 3 clusters Score -1398962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1398962.125000 Penalty: 4618.973145
	Iteration 29F: 3 clusters Score -1398962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -152011.296875 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -152011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149934.375000 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -149934.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150283.484375 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -150283.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150372.109375 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -150372.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150409.218750 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -150409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150425.656250 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -150425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150434.265625 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -150434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150439.500000 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -150439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150448.062500 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -150448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150454.343750 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -150454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150459.062500 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -150459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150464.343750 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -150464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150467.718750 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -150467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150469.984375 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -150470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -150472.843750 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -150472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -150473.031250 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -150473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -150473.031250 Penalty: 3520.794434
	Iteration 15F: 3 clusters Score -150473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -303330.437500 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -303330.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -300375.968750 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -300376 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -300909.343750 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -300909.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -301041.718750 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -301041.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301109.156250 Penalty: 3880.131348
	Iteration 3Q: 3 clusters Score -301109.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -301145.281250 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -301145.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -301188.187500 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -301188.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -301226.531250 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -301226.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301261.718750 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -301261.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -301286.843750 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -301286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -301308.312500 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -301308.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -301324.000000 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -301324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -301337.375000 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -301337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -301348.812500 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -301348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -301360.000000 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -301360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301371.156250 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -301371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -301380.187500 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -301380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -301389.625000 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -301389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -301400.093750 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -301400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -301409.437500 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -301409.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -301419.500000 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -301419.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -301430.562500 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -301430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -301437.437500 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -301437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -301442.843750 Penalty: 3880.131348
	Iteration 22Q: 3 clusters Score -301442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301448.187500 Penalty: 3880.131348
	Iteration 23Q: 3 clusters Score -301448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -301453.656250 Penalty: 3880.131348
	Iteration 24Q: 3 clusters Score -301453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -301460.187500 Penalty: 3880.131348
	Iteration 25Q: 3 clusters Score -301460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -301467.656250 Penalty: 3880.131348
	Iteration 26Q: 3 clusters Score -301467.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -301472.062500 Penalty: 3880.131348
	Iteration 27Q: 3 clusters Score -301472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -301475.718750 Penalty: 3880.131348
	Iteration 28Q: 3 clusters Score -301475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -301481.250000 Penalty: 3880.131348
	Iteration 29Q: 3 clusters Score -301481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -301484.781250 Penalty: 3880.131348
	Iteration 30Q: 3 clusters Score -301484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -301487.437500 Penalty: 3880.131348
	Iteration 31Q: 3 clusters Score -301487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -301488.781250 Penalty: 3880.131348
	Iteration 32Q: 3 clusters Score -301488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -301490.281250 Penalty: 3880.131348
	Iteration 33Q: 3 clusters Score -301490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -301491.843750 Penalty: 3880.131348
	Iteration 34Q: 3 clusters Score -301491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -301492.906250 Penalty: 3880.131348
	Iteration 35Q: 3 clusters Score -301492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -301493.906250 Penalty: 3880.131348
	Iteration 36Q: 3 clusters Score -301493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -301495.156250 Penalty: 3880.131348
	Iteration 37Q: 3 clusters Score -301495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -301497.875000 Penalty: 3880.131348
	Iteration 38Q: 3 clusters Score -301497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -301502.093750 Penalty: 3880.131348
	Iteration 39Q: 3 clusters Score -301502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -301504.125000 Penalty: 3880.131348
	Iteration 40F: 3 clusters Score -301504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -301507.093750 Penalty: 3880.131348
	Iteration 41Q: 3 clusters Score -301507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -301510.343750 Penalty: 3880.131348
	Iteration 42Q: 3 clusters Score -301510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -301512.687500 Penalty: 3880.131348
	Iteration 43Q: 3 clusters Score -301512.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -301515.281250 Penalty: 3880.131348
	Iteration 44Q: 3 clusters Score -301515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -301517.937500 Penalty: 3880.131348
	Iteration 45Q: 3 clusters Score -301517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -301521.375000 Penalty: 3880.131348
	Iteration 46Q: 3 clusters Score -301521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -301522.187500 Penalty: 3880.131348
	Iteration 47Q: 3 clusters Score -301522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -301524.312500 Penalty: 3880.131348
	Iteration 48Q: 3 clusters Score -301524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -301527.843750 Penalty: 3880.131348
	Iteration 49Q: 3 clusters Score -301527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -301532.156250 Penalty: 3880.131348
	Iteration 50Q: 3 clusters Score -301532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -301534.812500 Penalty: 3880.131348
	Iteration 51Q: 3 clusters Score -301534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -301537.468750 Penalty: 3880.131348
	Iteration 52Q: 3 clusters Score -301537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -301538.750000 Penalty: 3880.131348
	Iteration 53Q: 3 clusters Score -301538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -301539.406250 Penalty: 3880.131348
	Iteration 54Q: 3 clusters Score -301539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -301539.406250 Penalty: 3880.131348
	Iteration 55F: 3 clusters Score -301539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Entering Unmasked Estep 
Score: -4183227.000000 Penalty: 2575.047363
	Iteration 0F: 2 clusters Score -4183227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4160987.750000 Penalty: 5150.094727
	Iteration 0F: 3 clusters Score -4160988 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4169007.000000 Penalty: 5150.094727
	Iteration 1F: 3 clusters Score -4169007 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4169410.000000 Penalty: 5150.094727
	Iteration 2Q: 3 clusters Score -4169410 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4169726.750000 Penalty: 5150.094727
	Iteration 3Q: 3 clusters Score -4169727 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4170074.500000 Penalty: 5150.094727
	Iteration 4Q: 3 clusters Score -4170074 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4170412.750000 Penalty: 5150.094727
	Iteration 5Q: 3 clusters Score -4170413 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -4170884.500000 Penalty: 5150.094727
	Iteration 6Q: 3 clusters Score -4170884 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4171507.000000 Penalty: 5150.094727
	Iteration 7Q: 3 clusters Score -4171507 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4172378.000000 Penalty: 5150.094727
	Iteration 8Q: 3 clusters Score -4172378 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4173634.250000 Penalty: 5150.094727
	Iteration 9F: 3 clusters Score -4173634 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4175154.500000 Penalty: 5150.094727
	Iteration 10F: 3 clusters Score -4175154 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4176708.750000 Penalty: 5150.094727
	Iteration 11F: 3 clusters Score -4176709 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4177896.250000 Penalty: 5150.094727
	Iteration 12Q: 3 clusters Score -4177896 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4178708.250000 Penalty: 5150.094727
	Iteration 13Q: 3 clusters Score -4178708 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4179246.000000 Penalty: 5150.094727
	Iteration 14Q: 3 clusters Score -4179246 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4179664.750000 Penalty: 5150.094727
	Iteration 15Q: 3 clusters Score -4179665 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4179957.000000 Penalty: 5150.094727
	Iteration 16Q: 3 clusters Score -4179957 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4180158.250000 Penalty: 5150.094727
	Iteration 17Q: 3 clusters Score -4180158 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4180306.750000 Penalty: 5150.094727
	Iteration 18Q: 3 clusters Score -4180307 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4180410.250000 Penalty: 5150.094727
	Iteration 19Q: 3 clusters Score -4180410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4180489.000000 Penalty: 5150.094727
	Iteration 20F: 3 clusters Score -4180489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4180543.500000 Penalty: 5150.094727
	Iteration 21Q: 3 clusters Score -4180544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4180604.250000 Penalty: 5150.094727
	Iteration 22Q: 3 clusters Score -4180604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4180649.500000 Penalty: 5150.094727
	Iteration 23Q: 3 clusters Score -4180650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4180680.250000 Penalty: 5150.094727
	Iteration 24Q: 3 clusters Score -4180680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4180715.750000 Penalty: 5150.094727
	Iteration 25Q: 3 clusters Score -4180716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4180763.500000 Penalty: 5150.094727
	Iteration 26Q: 3 clusters Score -4180764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4180800.250000 Penalty: 5150.094727
	Iteration 27Q: 3 clusters Score -4180800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4180828.250000 Penalty: 5150.094727
	Iteration 28Q: 3 clusters Score -4180828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4180845.250000 Penalty: 5150.094727
	Iteration 29Q: 3 clusters Score -4180845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4180871.250000 Penalty: 5150.094727
	Iteration 30Q: 3 clusters Score -4180871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4180880.500000 Penalty: 5150.094727
	Iteration 31Q: 3 clusters Score -4180880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4180893.750000 Penalty: 5150.094727
	Iteration 32Q: 3 clusters Score -4180894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4180909.250000 Penalty: 5150.094727
	Iteration 33Q: 3 clusters Score -4180909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4180911.250000 Penalty: 5150.094727
	Iteration 34Q: 3 clusters Score -4180911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4180920.750000 Penalty: 5150.094727
	Iteration 35Q: 3 clusters Score -4180921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4180927.750000 Penalty: 5150.094727
	Iteration 36Q: 3 clusters Score -4180928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4180933.500000 Penalty: 5150.094727
	Iteration 37Q: 3 clusters Score -4180934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4180935.250000 Penalty: 5150.094727
	Iteration 38Q: 3 clusters Score -4180935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4180935.750000 Penalty: 5150.094727
	Iteration 39Q: 3 clusters Score -4180936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4180940.000000 Penalty: 5150.094727
	Iteration 40F: 3 clusters Score -4180940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4180941.500000 Penalty: 5150.094727
	Iteration 41Q: 3 clusters Score -4180942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4180939.500000 Penalty: 5150.094727
	Iteration 42Q: 3 clusters Score -4180940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4180939.000000 Penalty: 5150.094727
	Iteration 43Q: 3 clusters Score -4180939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4180937.250000 Penalty: 5150.094727
	Iteration 44Q: 3 clusters Score -4180937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4180937.250000 Penalty: 5150.094727
	Iteration 45F: 3 clusters Score -4180937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Entering Unmasked Estep 
Score: -5745305.500000 Penalty: 2654.733398
	Iteration 0F: 2 clusters Score -5745306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5715073.000000 Penalty: 5309.466797
	Iteration 0F: 3 clusters Score -5715073 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5726705.500000 Penalty: 5309.466797
	Iteration 1F: 3 clusters Score -5726706 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5727294.500000 Penalty: 5309.466797
	Iteration 2Q: 3 clusters Score -5727294 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -5727949.500000 Penalty: 5309.466797
	Iteration 3Q: 3 clusters Score -5727950 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5728608.000000 Penalty: 5309.466797
	Iteration 4Q: 3 clusters Score -5728608 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5729373.500000 Penalty: 5309.466797
	Iteration 5Q: 3 clusters Score -5729374 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5730314.000000 Penalty: 5309.466797
	Iteration 6Q: 3 clusters Score -5730314 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5731723.500000 Penalty: 5309.466797
	Iteration 7F: 3 clusters Score -5731724 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5733481.000000 Penalty: 5309.466797
	Iteration 8F: 3 clusters Score -5733481 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -5735462.500000 Penalty: 5309.466797
	Iteration 9F: 3 clusters Score -5735462 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5737019.000000 Penalty: 5309.466797
	Iteration 10F: 3 clusters Score -5737019 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5738019.000000 Penalty: 5309.466797
	Iteration 11Q: 3 clusters Score -5738019 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5738788.000000 Penalty: 5309.466797
	Iteration 12Q: 3 clusters Score -5738788 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5739506.000000 Penalty: 5309.466797
	Iteration 13Q: 3 clusters Score -5739506 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5740075.500000 Penalty: 5309.466797
	Iteration 14Q: 3 clusters Score -5740076 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5740544.000000 Penalty: 5309.466797
	Iteration 15Q: 3 clusters Score -5740544 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5740837.500000 Penalty: 5309.466797
	Iteration 16Q: 3 clusters Score -5740838 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -5741039.500000 Penalty: 5309.466797
	Iteration 17Q: 3 clusters Score -5741040 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -5741209.000000 Penalty: 5309.466797
	Iteration 18Q: 3 clusters Score -5741209 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5741338.500000 Penalty: 5309.466797
	Iteration 19Q: 3 clusters Score -5741338 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5741430.500000 Penalty: 5309.466797
	Iteration 20F: 3 clusters Score -5741430 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5741537.500000 Penalty: 5309.466797
	Iteration 21Q: 3 clusters Score -5741538 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5741646.500000 Penalty: 5309.466797
	Iteration 22Q: 3 clusters Score -5741646 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5741786.000000 Penalty: 5309.466797
	Iteration 23Q: 3 clusters Score -5741786 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5741922.000000 Penalty: 5309.466797
	Iteration 24Q: 3 clusters Score -5741922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5742035.000000 Penalty: 5309.466797
	Iteration 25Q: 3 clusters Score -5742035 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5742138.000000 Penalty: 5309.466797
	Iteration 26Q: 3 clusters Score -5742138 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5742238.000000 Penalty: 5309.466797
	Iteration 27Q: 3 clusters Score -5742238 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5742328.000000 Penalty: 5309.466797
	Iteration 28Q: 3 clusters Score -5742328 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5742373.500000 Penalty: 5309.466797
	Iteration 29Q: 3 clusters Score -5742374 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5742454.000000 Penalty: 5309.466797
	Iteration 30Q: 3 clusters Score -5742454 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5742491.000000 Penalty: 5309.466797
	Iteration 31Q: 3 clusters Score -5742491 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -5742528.500000 Penalty: 5309.466797
	Iteration 32Q: 3 clusters Score -5742528 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5742556.000000 Penalty: 5309.466797
	Iteration 33Q: 3 clusters Score -5742556 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5742575.000000 Penalty: 5309.466797
	Iteration 34Q: 3 clusters Score -5742575 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5742583.000000 Penalty: 5309.466797
	Iteration 35Q: 3 clusters Score -5742583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5742609.500000 Penalty: 5309.466797
	Iteration 36Q: 3 clusters Score -5742610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5742620.000000 Penalty: 5309.466797
	Iteration 37Q: 3 clusters Score -5742620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -5742645.500000 Penalty: 5309.466797
	Iteration 38Q: 3 clusters Score -5742646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5742661.500000 Penalty: 5309.466797
	Iteration 39Q: 3 clusters Score -5742662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -5742669.000000 Penalty: 5309.466797
	Iteration 40F: 3 clusters Score -5742669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5742688.000000 Penalty: 5309.466797
	Iteration 41Q: 3 clusters Score -5742688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5742705.000000 Penalty: 5309.466797
	Iteration 42Q: 3 clusters Score -5742705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5742725.500000 Penalty: 5309.466797
	Iteration 43Q: 3 clusters Score -5742726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5742706.000000 Penalty: 5309.466797
	Iteration 44Q: 3 clusters Score -5742706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5742707.000000 Penalty: 5309.466797
	Iteration 45Q: 3 clusters Score -5742707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5742722.500000 Penalty: 5309.466797
	Iteration 46Q: 3 clusters Score -5742722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5742721.500000 Penalty: 5309.466797
	Iteration 47Q: 3 clusters Score -5742722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5742723.000000 Penalty: 5309.466797
	Iteration 48Q: 3 clusters Score -5742723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5742718.000000 Penalty: 5309.466797
	Iteration 49Q: 3 clusters Score -5742718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5742728.000000 Penalty: 5309.466797
	Iteration 50Q: 3 clusters Score -5742728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5742724.500000 Penalty: 5309.466797
	Iteration 51Q: 3 clusters Score -5742724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5742720.000000 Penalty: 5309.466797
	Iteration 52Q: 3 clusters Score -5742720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5742717.000000 Penalty: 5309.466797
	Iteration 53Q: 3 clusters Score -5742717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -5742717.500000 Penalty: 5309.466797
	Iteration 54Q: 3 clusters Score -5742718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5742717.500000 Penalty: 5309.466797
	Iteration 55Q: 3 clusters Score -5742718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5742716.000000 Penalty: 5309.466797
	Iteration 56Q: 3 clusters Score -5742716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5742720.000000 Penalty: 5309.466797
	Iteration 57Q: 3 clusters Score -5742720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5742718.500000 Penalty: 5309.466797
	Iteration 58Q: 3 clusters Score -5742718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5742722.500000 Penalty: 5309.466797
	Iteration 59Q: 3 clusters Score -5742722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5742716.000000 Penalty: 5309.466797
	Iteration 60F: 3 clusters Score -5742716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5742713.000000 Penalty: 5309.466797
	Iteration 61Q: 3 clusters Score -5742713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5742712.500000 Penalty: 5309.466797
	Iteration 62Q: 3 clusters Score -5742712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5742710.500000 Penalty: 5309.466797
	Iteration 63Q: 3 clusters Score -5742710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5742706.500000 Penalty: 5309.466797
	Iteration 64Q: 3 clusters Score -5742706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5742704.000000 Penalty: 5309.466797
	Iteration 65Q: 3 clusters Score -5742704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5742713.000000 Penalty: 5309.466797
	Iteration 66Q: 3 clusters Score -5742713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5742703.000000 Penalty: 5309.466797
	Iteration 67Q: 3 clusters Score -5742703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5742702.500000 Penalty: 5309.466797
	Iteration 68Q: 3 clusters Score -5742702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5742703.500000 Penalty: 5309.466797
	Iteration 69Q: 3 clusters Score -5742704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5742696.500000 Penalty: 5309.466797
	Iteration 70Q: 3 clusters Score -5742696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5742704.500000 Penalty: 5309.466797
	Iteration 71Q: 3 clusters Score -5742704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5742697.500000 Penalty: 5309.466797
	Iteration 72Q: 3 clusters Score -5742698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5742701.500000 Penalty: 5309.466797
	Iteration 73Q: 3 clusters Score -5742702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5742712.000000 Penalty: 5309.466797
	Iteration 74Q: 3 clusters Score -5742712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5742707.500000 Penalty: 5309.466797
	Iteration 75Q: 3 clusters Score -5742708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5742711.500000 Penalty: 5309.466797
	Iteration 76Q: 3 clusters Score -5742712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5742713.500000 Penalty: 5309.466797
	Iteration 77Q: 3 clusters Score -5742714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5742713.000000 Penalty: 5309.466797
	Iteration 78Q: 3 clusters Score -5742713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5742713.000000 Penalty: 5309.466797
	Iteration 79F: 3 clusters Score -5742713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29356.552734 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29356.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29435.707031 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29435.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29491.542969 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29491.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29512.835938 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29512.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29520.058594 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29520.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29526.302734 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -29526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29526.302734 Penalty: 2785.918457
	Iteration 6F: 3 clusters Score -29526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186519 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 240270 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52152 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 124234 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32314 members 
Mstep: Class 21 contains 44559 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056440.000000 Penalty: 71542.664062
Iteration 359Q: 22 clusters Score -1.160564e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11520 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186697 members 
Mstep: Class 7 contains 15863 members 
Mstep: Class 8 contains 240282 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52179 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53679 members 
Mstep: Class 16 contains 123917 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32328 members 
Mstep: Class 21 contains 44599 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056368.000000 Penalty: 71542.664062
Iteration 360F: 22 clusters Score -1.160564e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 186888 members 
Mstep: Class 7 contains 15867 members 
Mstep: Class 8 contains 240295 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52209 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53655 members 
Mstep: Class 16 contains 123595 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32352 members 
Mstep: Class 21 contains 44632 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056272.000000 Penalty: 71542.664062
Iteration 361Q: 22 clusters Score -1.160563e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134763 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11522 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 187097 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 240311 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52241 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53632 members 
Mstep: Class 16 contains 123248 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32372 members 
Mstep: Class 21 contains 44669 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056248.000000 Penalty: 71542.664062
Iteration 362Q: 22 clusters Score -1.160562e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11520 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 187292 members 
Mstep: Class 7 contains 15873 members 
Mstep: Class 8 contains 240332 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52278 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53602 members 
Mstep: Class 16 contains 122918 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32400 members 
Mstep: Class 21 contains 44710 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056224.000000 Penalty: 71542.664062
Iteration 363Q: 22 clusters Score -1.160562e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 187490 members 
Mstep: Class 7 contains 15875 members 
Mstep: Class 8 contains 240348 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52324 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53584 members 
Mstep: Class 16 contains 122580 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32427 members 
Mstep: Class 21 contains 44736 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056312.000000 Penalty: 71542.664062
Iteration 364Q: 22 clusters Score -1.160563e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11522 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 187658 members 
Mstep: Class 7 contains 15874 members 
Mstep: Class 8 contains 240365 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52355 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53561 members 
Mstep: Class 16 contains 122305 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32431 members 
Mstep: Class 21 contains 44773 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056392.000000 Penalty: 71542.664062
Iteration 365Q: 22 clusters Score -1.160564e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 187847 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 240371 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53538 members 
Mstep: Class 16 contains 122017 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32438 members 
Mstep: Class 21 contains 44806 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056320.000000 Penalty: 71542.664062
Iteration 366Q: 22 clusters Score -1.160563e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 188043 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 240376 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52441 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53504 members 
Mstep: Class 16 contains 121697 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32446 members 
Mstep: Class 21 contains 44833 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056584.000000 Penalty: 71542.664062
Iteration 367Q: 22 clusters Score -1.160566e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11519 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 188236 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 240394 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52476 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53474 members 
Mstep: Class 16 contains 121382 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32452 members 
Mstep: Class 21 contains 44857 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056584.000000 Penalty: 71542.664062
Iteration 368Q: 22 clusters Score -1.160566e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 188393 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 240412 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52528 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53448 members 
Mstep: Class 16 contains 121097 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32456 members 
Mstep: Class 21 contains 44874 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056632.000000 Penalty: 71542.664062
Iteration 369Q: 22 clusters Score -1.160566e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135183 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11528 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 188519 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 240413 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52585 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53430 members 
Mstep: Class 16 contains 120828 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32457 members 
Mstep: Class 21 contains 44909 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056552.000000 Penalty: 71542.664062
Iteration 370Q: 22 clusters Score -1.160566e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 188665 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 240425 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52628 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53415 members 
Mstep: Class 16 contains 120557 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32455 members 
Mstep: Class 21 contains 44946 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056488.000000 Penalty: 71542.664062
Iteration 371Q: 22 clusters Score -1.160565e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 188794 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 240426 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52676 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 120272 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32454 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056336.000000 Penalty: 71542.664062
Iteration 372Q: 22 clusters Score -1.160563e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 188929 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 240414 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 52702 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53396 members 
Mstep: Class 16 contains 120027 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32463 members 
Mstep: Class 21 contains 45041 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056216.000000 Penalty: 71542.664062
Iteration 373Q: 22 clusters Score -1.160562e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11535 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 189088 members 
Mstep: Class 7 contains 15857 members 
Mstep: Class 8 contains 240405 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52728 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53385 members 
Mstep: Class 16 contains 119773 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 32467 members 
Mstep: Class 21 contains 45082 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056192.000000 Penalty: 71542.664062
Iteration 374Q: 22 clusters Score -1.160562e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135458 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 189281 members 
Mstep: Class 7 contains 15857 members 
Mstep: Class 8 contains 240408 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52757 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53369 members 
Mstep: Class 16 contains 119477 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32467 members 
Mstep: Class 21 contains 45115 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056176.000000 Penalty: 71542.664062
Iteration 375Q: 22 clusters Score -1.160562e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 189470 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 240416 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52794 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53344 members 
Mstep: Class 16 contains 119149 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32479 members 
Mstep: Class 21 contains 45171 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056144.000000 Penalty: 71542.664062
Iteration 376Q: 22 clusters Score -1.160561e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135571 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11544 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 189671 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 240437 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52820 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53321 members 
Mstep: Class 16 contains 118814 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32487 members 
Mstep: Class 21 contains 45212 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056360.000000 Penalty: 71542.664062
Iteration 377Q: 22 clusters Score -1.160564e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11553 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 189877 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 240439 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52849 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53287 members 
Mstep: Class 16 contains 118465 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32504 members 
Mstep: Class 21 contains 45258 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056240.000000 Penalty: 71542.664062
Iteration 378Q: 22 clusters Score -1.160562e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11561 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 190092 members 
Mstep: Class 7 contains 15853 members 
Mstep: Class 8 contains 240462 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52863 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53263 members 
Mstep: Class 16 contains 118090 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32521 members 
Mstep: Class 21 contains 45305 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056272.000000 Penalty: 71542.664062
Iteration 379Q: 22 clusters Score -1.160563e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 190327 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 240478 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52886 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53244 members 
Mstep: Class 16 contains 117708 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32537 members 
Mstep: Class 21 contains 45337 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056368.000000 Penalty: 71542.664062
Iteration 380F: 22 clusters Score -1.160564e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 190567 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 240488 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52918 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53229 members 
Mstep: Class 16 contains 117332 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32551 members 
Mstep: Class 21 contains 45366 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056512.000000 Penalty: 71542.664062
Iteration 381Q: 22 clusters Score -1.160565e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 190839 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 240512 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52953 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53220 members 
Mstep: Class 16 contains 116951 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32558 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056520.000000 Penalty: 71542.664062
Iteration 382Q: 22 clusters Score -1.160565e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135977 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11570 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 191106 members 
Mstep: Class 7 contains 15818 members 
Mstep: Class 8 contains 240532 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 52980 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 53197 members 
Mstep: Class 16 contains 116588 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32565 members 
Mstep: Class 21 contains 45403 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056408.000000 Penalty: 71542.664062
Iteration 383Q: 22 clusters Score -1.160564e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11573 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 191368 members 
Mstep: Class 7 contains 15818 members 
Mstep: Class 8 contains 240540 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53020 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53171 members 
Mstep: Class 16 contains 116215 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 32581 members 
Mstep: Class 21 contains 45420 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056400.000000 Penalty: 71542.664062
Iteration 384Q: 22 clusters Score -1.160564e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11568 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 191650 members 
Mstep: Class 7 contains 15815 members 
Mstep: Class 8 contains 240549 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53049 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53143 members 
Mstep: Class 16 contains 115828 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 32588 members 
Mstep: Class 21 contains 45455 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056128.000000 Penalty: 71542.664062
Iteration 385Q: 22 clusters Score -1.160561e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11568 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 191953 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 240549 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53081 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53137 members 
Mstep: Class 16 contains 115399 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 32594 members 
Mstep: Class 21 contains 45486 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056136.000000 Penalty: 71542.664062
Iteration 386Q: 22 clusters Score -1.160561e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11566 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 192247 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 240559 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53119 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53123 members 
Mstep: Class 16 contains 114968 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 32603 members 
Mstep: Class 21 contains 45538 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056000.000000 Penalty: 71542.664062
Iteration 387Q: 22 clusters Score -1.16056e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136234 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 192532 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 240568 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53173 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53117 members 
Mstep: Class 16 contains 114533 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 32601 members 
Mstep: Class 21 contains 45584 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056192.000000 Penalty: 71542.664062
Iteration 388Q: 22 clusters Score -1.160562e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 192852 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 240582 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53217 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53091 members 
Mstep: Class 16 contains 114034 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 32600 members 
Mstep: Class 21 contains 45616 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056112.000000 Penalty: 71542.664062
Iteration 389Q: 22 clusters Score -1.160561e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 193149 members 
Mstep: Class 7 contains 15840 members 
Mstep: Class 8 contains 240583 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53265 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53062 members 
Mstep: Class 16 contains 113569 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32613 members 
Mstep: Class 21 contains 45646 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056112.000000 Penalty: 71542.664062
Iteration 390Q: 22 clusters Score -1.160561e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11581 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 193458 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 240575 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53311 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 53028 members 
Mstep: Class 16 contains 113109 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 32615 members 
Mstep: Class 21 contains 45692 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056136.000000 Penalty: 71542.664062
Iteration 391Q: 22 clusters Score -1.160561e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 193781 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 240545 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53345 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52991 members 
Mstep: Class 16 contains 112662 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32625 members 
Mstep: Class 21 contains 45735 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056168.000000 Penalty: 71542.664062
Iteration 392Q: 22 clusters Score -1.160562e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11584 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 194113 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 240532 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53385 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52964 members 
Mstep: Class 16 contains 112192 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 32630 members 
Mstep: Class 21 contains 45765 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055984.000000 Penalty: 71542.664062
Iteration 393Q: 22 clusters Score -1.16056e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 194443 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 240501 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53417 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52947 members 
Mstep: Class 16 contains 111770 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32638 members 
Mstep: Class 21 contains 45790 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055816.000000 Penalty: 71542.664062
Iteration 394Q: 22 clusters Score -1.160558e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 194731 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 240494 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53458 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52932 members 
Mstep: Class 16 contains 111355 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32652 members 
Mstep: Class 21 contains 45807 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055896.000000 Penalty: 71542.664062
Iteration 395Q: 22 clusters Score -1.160559e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136971 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11584 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 194989 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 240492 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53502 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52918 members 
Mstep: Class 16 contains 110910 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32672 members 
Mstep: Class 21 contains 45846 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055832.000000 Penalty: 71542.664062
Iteration 396Q: 22 clusters Score -1.160558e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137061 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 195258 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 240493 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53547 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52907 members 
Mstep: Class 16 contains 110458 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 45880 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055696.000000 Penalty: 71542.664062
Iteration 397Q: 22 clusters Score -1.160557e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195523 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 240491 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53587 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 5863 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52877 members 
Mstep: Class 16 contains 110057 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 45916 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055632.000000 Penalty: 71542.664062
Iteration 398Q: 22 clusters Score -1.160556e+08 nChanged 871
Entering ConstructFrom: 
Score: -116055632.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (137209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Entering Unmasked Estep 
Score: -17634042.000000 Penalty: 2933.656738
	Iteration 0F: 2 clusters Score -1.763404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -17543660.000000 Penalty: 5867.313477
	Iteration 0F: 3 clusters Score -1.754366e+07 nChanged 65225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -17581354.000000 Penalty: 5867.313477
	Iteration 1F: 3 clusters Score -1.758135e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -17582128.000000 Penalty: 5867.313477
	Iteration 2Q: 3 clusters Score -1.758213e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -17583038.000000 Penalty: 5867.313477
	Iteration 3Q: 3 clusters Score -1.758304e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -17584128.000000 Penalty: 5867.313477
	Iteration 4Q: 3 clusters Score -1.758413e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -17585060.000000 Penalty: 5867.313477
	Iteration 5Q: 3 clusters Score -1.758506e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -17586194.000000 Penalty: 5867.313477
	Iteration 6Q: 3 clusters Score -1.758619e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -17587444.000000 Penalty: 5867.313477
	Iteration 7Q: 3 clusters Score -1.758744e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -17588866.000000 Penalty: 5867.313477
	Iteration 8Q: 3 clusters Score -1.758887e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -17590856.000000 Penalty: 5867.313477
	Iteration 9Q: 3 clusters Score -1.759086e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -17593490.000000 Penalty: 5867.313477
	Iteration 10Q: 3 clusters Score -1.759349e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -17597330.000000 Penalty: 5867.313477
	Iteration 11Q: 3 clusters Score -1.759733e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -17602414.000000 Penalty: 5867.313477
	Iteration 12F: 3 clusters Score -1.760241e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -17607850.000000 Penalty: 5867.313477
	Iteration 13F: 3 clusters Score -1.760785e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -17612408.000000 Penalty: 5867.313477
	Iteration 14Q: 3 clusters Score -1.761241e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -17615458.000000 Penalty: 5867.313477
	Iteration 15Q: 3 clusters Score -1.761546e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -17617456.000000 Penalty: 5867.313477
	Iteration 16Q: 3 clusters Score -1.761746e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -17619024.000000 Penalty: 5867.313477
	Iteration 17Q: 3 clusters Score -1.761902e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -17620318.000000 Penalty: 5867.313477
	Iteration 18Q: 3 clusters Score -1.762032e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -17621330.000000 Penalty: 5867.313477
	Iteration 19Q: 3 clusters Score -1.762133e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -17622148.000000 Penalty: 5867.313477
	Iteration 20F: 3 clusters Score -1.762215e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109823 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -17622754.000000 Penalty: 5867.313477
	Iteration 21Q: 3 clusters Score -1.762275e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -17623142.000000 Penalty: 5867.313477
	Iteration 22Q: 3 clusters Score -1.762314e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -17623454.000000 Penalty: 5867.313477
	Iteration 23Q: 3 clusters Score -1.762345e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113017 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -17623726.000000 Penalty: 5867.313477
	Iteration 24Q: 3 clusters Score -1.762373e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -17624116.000000 Penalty: 5867.313477
	Iteration 25Q: 3 clusters Score -1.762412e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114998 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -17624354.000000 Penalty: 5867.313477
	Iteration 26Q: 3 clusters Score -1.762435e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -17624744.000000 Penalty: 5867.313477
	Iteration 27Q: 3 clusters Score -1.762474e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -17625022.000000 Penalty: 5867.313477
	Iteration 28Q: 3 clusters Score -1.762502e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -17625296.000000 Penalty: 5867.313477
	Iteration 29Q: 3 clusters Score -1.76253e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -17625592.000000 Penalty: 5867.313477
	Iteration 30Q: 3 clusters Score -1.762559e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -17625894.000000 Penalty: 5867.313477
	Iteration 31Q: 3 clusters Score -1.762589e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -17626160.000000 Penalty: 5867.313477
	Iteration 32Q: 3 clusters Score -1.762616e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -17626554.000000 Penalty: 5867.313477
	Iteration 33Q: 3 clusters Score -1.762655e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123731 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -17626912.000000 Penalty: 5867.313477
	Iteration 34Q: 3 clusters Score -1.762691e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124972 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -17627438.000000 Penalty: 5867.313477
	Iteration 35Q: 3 clusters Score -1.762744e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -17627912.000000 Penalty: 5867.313477
	Iteration 36Q: 3 clusters Score -1.762791e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -17628390.000000 Penalty: 5867.313477
	Iteration 37Q: 3 clusters Score -1.762839e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128426 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -17628830.000000 Penalty: 5867.313477
	Iteration 38Q: 3 clusters Score -1.762883e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129440 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -17629210.000000 Penalty: 5867.313477
	Iteration 39Q: 3 clusters Score -1.762921e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -17629588.000000 Penalty: 5867.313477
	Iteration 40F: 3 clusters Score -1.762959e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -17629908.000000 Penalty: 5867.313477
	Iteration 41Q: 3 clusters Score -1.762991e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -17630178.000000 Penalty: 5867.313477
	Iteration 42Q: 3 clusters Score -1.763018e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132472 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -17630438.000000 Penalty: 5867.313477
	Iteration 43Q: 3 clusters Score -1.763044e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -17630612.000000 Penalty: 5867.313477
	Iteration 44Q: 3 clusters Score -1.763061e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133389 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -17630778.000000 Penalty: 5867.313477
	Iteration 45Q: 3 clusters Score -1.763078e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133731 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -17630854.000000 Penalty: 5867.313477
	Iteration 46Q: 3 clusters Score -1.763085e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134033 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -17630974.000000 Penalty: 5867.313477
	Iteration 47Q: 3 clusters Score -1.763097e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -17631116.000000 Penalty: 5867.313477
	Iteration 48Q: 3 clusters Score -1.763112e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17631206.000000 Penalty: 5867.313477
	Iteration 49Q: 3 clusters Score -1.763121e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -17631280.000000 Penalty: 5867.313477
	Iteration 50Q: 3 clusters Score -1.763128e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17631360.000000 Penalty: 5867.313477
	Iteration 51Q: 3 clusters Score -1.763136e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17631414.000000 Penalty: 5867.313477
	Iteration 52Q: 3 clusters Score -1.763141e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17631456.000000 Penalty: 5867.313477
	Iteration 53Q: 3 clusters Score -1.763146e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135186 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17631482.000000 Penalty: 5867.313477
	Iteration 54Q: 3 clusters Score -1.763148e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17631532.000000 Penalty: 5867.313477
	Iteration 55Q: 3 clusters Score -1.763153e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -17631540.000000 Penalty: 5867.313477
	Iteration 56Q: 3 clusters Score -1.763154e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135392 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17631596.000000 Penalty: 5867.313477
	Iteration 57Q: 3 clusters Score -1.76316e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -17631606.000000 Penalty: 5867.313477
	Iteration 58Q: 3 clusters Score -1.763161e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17631682.000000 Penalty: 5867.313477
	Iteration 59Q: 3 clusters Score -1.763168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135543 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -17631672.000000 Penalty: 5867.313477
	Iteration 60F: 3 clusters Score -1.763167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135577 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17631688.000000 Penalty: 5867.313477
	Iteration 61Q: 3 clusters Score -1.763169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -17631688.000000 Penalty: 5867.313477
	Iteration 62Q: 3 clusters Score -1.763169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17631700.000000 Penalty: 5867.313477
	Iteration 63Q: 3 clusters Score -1.76317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17631700.000000 Penalty: 5867.313477
	Iteration 64Q: 3 clusters Score -1.76317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135659 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17631706.000000 Penalty: 5867.313477
	Iteration 65Q: 3 clusters Score -1.763171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17631712.000000 Penalty: 5867.313477
	Iteration 66Q: 3 clusters Score -1.763171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17631706.000000 Penalty: 5867.313477
	Iteration 67Q: 3 clusters Score -1.763171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17631708.000000 Penalty: 5867.313477
	Iteration 68Q: 3 clusters Score -1.763171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135681 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -17631712.000000 Penalty: 5867.313477
	Iteration 69Q: 3 clusters Score -1.763171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135685 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17631712.000000 Penalty: 5867.313477
	Iteration 70Q: 3 clusters Score -1.763171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -17631714.000000 Penalty: 5867.313477
	Iteration 71Q: 3 clusters Score -1.763171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -17631718.000000 Penalty: 5867.313477
	Iteration 72Q: 3 clusters Score -1.763172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135696 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17631712.000000 Penalty: 5867.313477
	Iteration 73Q: 3 clusters Score -1.763171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135696 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17631712.000000 Penalty: 5867.313477
	Iteration 74F: 3 clusters Score -1.763171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -40934.343750 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -40934.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39600.980469 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -39600.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39898.550781 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -39898.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40085.015625 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -40085.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40242.726562 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -40242.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40410.914062 Penalty: 2947.628662
	Iteration 4F: 3 clusters Score -40410.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40635.464844 Penalty: 2947.628662
	Iteration 5F: 3 clusters Score -40635.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40857.988281 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -40857.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41022.664062 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -41022.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41052.945312 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -41052.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41052.945312 Penalty: 2947.628662
	Iteration 9F: 3 clusters Score -41052.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195797 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 240479 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53633 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52854 members 
Mstep: Class 16 contains 109686 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32689 members 
Mstep: Class 21 contains 45945 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116053856.000000 Penalty: 74949.453125
Splitting cluster 2 changes total score from -116055632.000000 to -116053856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Entering Unmasked Estep 
Score: -1412209.875000 Penalty: 2320.886963
	Iteration 0F: 2 clusters Score -1412210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1403449.875000 Penalty: 4641.773926
	Iteration 0F: 3 clusters Score -1403450 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1406109.750000 Penalty: 4641.773926
	Iteration 1F: 3 clusters Score -1406110 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1406415.000000 Penalty: 4641.773926
	Iteration 2F: 3 clusters Score -1406415 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1406602.125000 Penalty: 4641.773926
	Iteration 3Q: 3 clusters Score -1406602 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1406749.125000 Penalty: 4641.773926
	Iteration 4Q: 3 clusters Score -1406749 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1406883.750000 Penalty: 4641.773926
	Iteration 5Q: 3 clusters Score -1406884 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1407021.750000 Penalty: 4641.773926
	Iteration 6Q: 3 clusters Score -1407022 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1407158.125000 Penalty: 4641.773926
	Iteration 7Q: 3 clusters Score -1407158 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1407282.250000 Penalty: 4641.773926
	Iteration 8Q: 3 clusters Score -1407282 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1407406.750000 Penalty: 4641.773926
	Iteration 9Q: 3 clusters Score -1407407 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1407552.500000 Penalty: 4641.773926
	Iteration 10Q: 3 clusters Score -1407552 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1407708.500000 Penalty: 4641.773926
	Iteration 11Q: 3 clusters Score -1407708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1407848.500000 Penalty: 4641.773926
	Iteration 12Q: 3 clusters Score -1407848 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1407973.750000 Penalty: 4641.773926
	Iteration 13Q: 3 clusters Score -1407974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1408112.625000 Penalty: 4641.773926
	Iteration 14Q: 3 clusters Score -1408113 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1408284.250000 Penalty: 4641.773926
	Iteration 15Q: 3 clusters Score -1408284 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1408489.375000 Penalty: 4641.773926
	Iteration 16Q: 3 clusters Score -1408489 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1408692.125000 Penalty: 4641.773926
	Iteration 17Q: 3 clusters Score -1408692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1408875.875000 Penalty: 4641.773926
	Iteration 18Q: 3 clusters Score -1408876 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1409044.875000 Penalty: 4641.773926
	Iteration 19Q: 3 clusters Score -1409045 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1409202.625000 Penalty: 4641.773926
	Iteration 20F: 3 clusters Score -1409203 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1409325.875000 Penalty: 4641.773926
	Iteration 21Q: 3 clusters Score -1409326 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1409455.500000 Penalty: 4641.773926
	Iteration 22Q: 3 clusters Score -1409456 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1409586.500000 Penalty: 4641.773926
	Iteration 23Q: 3 clusters Score -1409586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1409676.375000 Penalty: 4641.773926
	Iteration 24Q: 3 clusters Score -1409676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1409743.750000 Penalty: 4641.773926
	Iteration 25Q: 3 clusters Score -1409744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1409807.000000 Penalty: 4641.773926
	Iteration 26Q: 3 clusters Score -1409807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1409865.125000 Penalty: 4641.773926
	Iteration 27Q: 3 clusters Score -1409865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1409915.500000 Penalty: 4641.773926
	Iteration 28Q: 3 clusters Score -1409916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1409949.875000 Penalty: 4641.773926
	Iteration 29Q: 3 clusters Score -1409950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1409978.750000 Penalty: 4641.773926
	Iteration 30Q: 3 clusters Score -1409979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1410004.750000 Penalty: 4641.773926
	Iteration 31Q: 3 clusters Score -1410005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1410024.875000 Penalty: 4641.773926
	Iteration 32Q: 3 clusters Score -1410025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1410049.500000 Penalty: 4641.773926
	Iteration 33Q: 3 clusters Score -1410050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1410070.625000 Penalty: 4641.773926
	Iteration 34Q: 3 clusters Score -1410071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1410092.125000 Penalty: 4641.773926
	Iteration 35Q: 3 clusters Score -1410092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1410110.000000 Penalty: 4641.773926
	Iteration 36Q: 3 clusters Score -1410110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1410121.875000 Penalty: 4641.773926
	Iteration 37Q: 3 clusters Score -1410122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1410135.375000 Penalty: 4641.773926
	Iteration 38Q: 3 clusters Score -1410135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1410149.750000 Penalty: 4641.773926
	Iteration 39Q: 3 clusters Score -1410150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1410169.000000 Penalty: 4641.773926
	Iteration 40F: 3 clusters Score -1410169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1410184.500000 Penalty: 4641.773926
	Iteration 41Q: 3 clusters Score -1410184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1410193.625000 Penalty: 4641.773926
	Iteration 42Q: 3 clusters Score -1410194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1410201.000000 Penalty: 4641.773926
	Iteration 43Q: 3 clusters Score -1410201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1410216.375000 Penalty: 4641.773926
	Iteration 44Q: 3 clusters Score -1410216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1410222.750000 Penalty: 4641.773926
	Iteration 45Q: 3 clusters Score -1410223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1410226.125000 Penalty: 4641.773926
	Iteration 46Q: 3 clusters Score -1410226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1410229.500000 Penalty: 4641.773926
	Iteration 47Q: 3 clusters Score -1410230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1410234.625000 Penalty: 4641.773926
	Iteration 48Q: 3 clusters Score -1410235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1410240.500000 Penalty: 4641.773926
	Iteration 49Q: 3 clusters Score -1410240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1410240.250000 Penalty: 4641.773926
	Iteration 50Q: 3 clusters Score -1410240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1410243.500000 Penalty: 4641.773926
	Iteration 51Q: 3 clusters Score -1410244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1410246.125000 Penalty: 4641.773926
	Iteration 52Q: 3 clusters Score -1410246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1410252.125000 Penalty: 4641.773926
	Iteration 53Q: 3 clusters Score -1410252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1410254.875000 Penalty: 4641.773926
	Iteration 54Q: 3 clusters Score -1410255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1410255.375000 Penalty: 4641.773926
	Iteration 55Q: 3 clusters Score -1410255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1410257.625000 Penalty: 4641.773926
	Iteration 56Q: 3 clusters Score -1410258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1410261.875000 Penalty: 4641.773926
	Iteration 57Q: 3 clusters Score -1410262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1410260.500000 Penalty: 4641.773926
	Iteration 58Q: 3 clusters Score -1410260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1410265.000000 Penalty: 4641.773926
	Iteration 59Q: 3 clusters Score -1410265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1410265.500000 Penalty: 4641.773926
	Iteration 60F: 3 clusters Score -1410266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1410268.375000 Penalty: 4641.773926
	Iteration 61Q: 3 clusters Score -1410268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1410267.250000 Penalty: 4641.773926
	Iteration 62Q: 3 clusters Score -1410267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1410273.125000 Penalty: 4641.773926
	Iteration 63Q: 3 clusters Score -1410273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1410274.125000 Penalty: 4641.773926
	Iteration 64Q: 3 clusters Score -1410274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1410274.625000 Penalty: 4641.773926
	Iteration 65Q: 3 clusters Score -1410275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1410274.625000 Penalty: 4641.773926
	Iteration 66Q: 3 clusters Score -1410275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1410278.750000 Penalty: 4641.773926
	Iteration 67Q: 3 clusters Score -1410279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1410279.250000 Penalty: 4641.773926
	Iteration 68Q: 3 clusters Score -1410279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1410282.250000 Penalty: 4641.773926
	Iteration 69Q: 3 clusters Score -1410282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1410283.375000 Penalty: 4641.773926
	Iteration 70Q: 3 clusters Score -1410283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1410284.375000 Penalty: 4641.773926
	Iteration 71Q: 3 clusters Score -1410284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1410286.250000 Penalty: 4641.773926
	Iteration 72Q: 3 clusters Score -1410286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1410290.500000 Penalty: 4641.773926
	Iteration 73Q: 3 clusters Score -1410290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1410298.750000 Penalty: 4641.773926
	Iteration 74Q: 3 clusters Score -1410299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1410301.750000 Penalty: 4641.773926
	Iteration 75Q: 3 clusters Score -1410302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1410313.250000 Penalty: 4641.773926
	Iteration 76Q: 3 clusters Score -1410313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1410324.250000 Penalty: 4641.773926
	Iteration 77Q: 3 clusters Score -1410324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1410328.000000 Penalty: 4641.773926
	Iteration 78Q: 3 clusters Score -1410328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1410333.625000 Penalty: 4641.773926
	Iteration 79Q: 3 clusters Score -1410334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1410340.625000 Penalty: 4641.773926
	Iteration 80F: 3 clusters Score -1410341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1410352.375000 Penalty: 4641.773926
	Iteration 81Q: 3 clusters Score -1410352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1410355.375000 Penalty: 4641.773926
	Iteration 82Q: 3 clusters Score -1410355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1410359.250000 Penalty: 4641.773926
	Iteration 83Q: 3 clusters Score -1410359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1410365.000000 Penalty: 4641.773926
	Iteration 84Q: 3 clusters Score -1410365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1410372.625000 Penalty: 4641.773926
	Iteration 85Q: 3 clusters Score -1410373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1410376.875000 Penalty: 4641.773926
	Iteration 86Q: 3 clusters Score -1410377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1410378.500000 Penalty: 4641.773926
	Iteration 87Q: 3 clusters Score -1410378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1410381.625000 Penalty: 4641.773926
	Iteration 88Q: 3 clusters Score -1410382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1410387.750000 Penalty: 4641.773926
	Iteration 89Q: 3 clusters Score -1410388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1410395.125000 Penalty: 4641.773926
	Iteration 90Q: 3 clusters Score -1410395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1410397.000000 Penalty: 4641.773926
	Iteration 91Q: 3 clusters Score -1410397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1410396.000000 Penalty: 4641.773926
	Iteration 92Q: 3 clusters Score -1410396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1410398.625000 Penalty: 4641.773926
	Iteration 93Q: 3 clusters Score -1410399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1410401.375000 Penalty: 4641.773926
	Iteration 94Q: 3 clusters Score -1410401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1410402.625000 Penalty: 4641.773926
	Iteration 95Q: 3 clusters Score -1410403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1410402.625000 Penalty: 4641.773926
	Iteration 96F: 3 clusters Score -1410403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -123877.562500 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -123877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121918.640625 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -121918.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -122199.789062 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -122199.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122343.343750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -122343.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122521.984375 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -122522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122784.132812 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -122784.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123030.820312 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -123030.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123165.343750 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -123165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123193.390625 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -123193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123206.921875 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -123206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123211.218750 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -123211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123216.875000 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -123216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123220.937500 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -123220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123225.500000 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -123225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123229.460938 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -123229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123232.445312 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -123232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123233.304688 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -123233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123233.859375 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -123233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123234.023438 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -123234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123234.023438 Penalty: 3437.525391
	Iteration 18F: 3 clusters Score -123234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195797 members 
Entering Unmasked Estep 
Score: -24953508.000000 Penalty: 3021.838623
	Iteration 0F: 2 clusters Score -2.495351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -24825628.000000 Penalty: 6043.677246
	Iteration 0F: 3 clusters Score -2.482563e+07 nChanged 94166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -24880672.000000 Penalty: 6043.677246
	Iteration 1F: 3 clusters Score -2.488067e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -24881514.000000 Penalty: 6043.677246
	Iteration 2Q: 3 clusters Score -2.488151e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -24882462.000000 Penalty: 6043.677246
	Iteration 3Q: 3 clusters Score -2.488246e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 91337 members 
Entering Unmasked Estep 
Score: -24883592.000000 Penalty: 6043.677246
	Iteration 4Q: 3 clusters Score -2.488359e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -24885272.000000 Penalty: 6043.677246
	Iteration 5Q: 3 clusters Score -2.488527e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -24888182.000000 Penalty: 6043.677246
	Iteration 6Q: 3 clusters Score -2.488818e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -24893002.000000 Penalty: 6043.677246
	Iteration 7Q: 3 clusters Score -2.4893e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132537 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -24900762.000000 Penalty: 6043.677246
	Iteration 8F: 3 clusters Score -2.490076e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -24911512.000000 Penalty: 6043.677246
	Iteration 9F: 3 clusters Score -2.491151e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159152 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -24923166.000000 Penalty: 6043.677246
	Iteration 10F: 3 clusters Score -2.492317e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -24933222.000000 Penalty: 6043.677246
	Iteration 11F: 3 clusters Score -2.493322e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -24940184.000000 Penalty: 6043.677246
	Iteration 12Q: 3 clusters Score -2.494018e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -24944564.000000 Penalty: 6043.677246
	Iteration 13Q: 3 clusters Score -2.494456e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190080 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -24947342.000000 Penalty: 6043.677246
	Iteration 14Q: 3 clusters Score -2.494734e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192405 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -24948960.000000 Penalty: 6043.677246
	Iteration 15Q: 3 clusters Score -2.494896e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193661 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -24949736.000000 Penalty: 6043.677246
	Iteration 16Q: 3 clusters Score -2.494974e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194359 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -24950190.000000 Penalty: 6043.677246
	Iteration 17Q: 3 clusters Score -2.495019e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24950402.000000 Penalty: 6043.677246
	Iteration 18Q: 3 clusters Score -2.49504e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194934 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24950576.000000 Penalty: 6043.677246
	Iteration 19Q: 3 clusters Score -2.495058e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195051 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -24950682.000000 Penalty: 6043.677246
	Iteration 20F: 3 clusters Score -2.495068e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195114 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -24950736.000000 Penalty: 6043.677246
	Iteration 21Q: 3 clusters Score -2.495074e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195161 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24950738.000000 Penalty: 6043.677246
	Iteration 22Q: 3 clusters Score -2.495074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195187 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -24950792.000000 Penalty: 6043.677246
	Iteration 23Q: 3 clusters Score -2.495079e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -24950810.000000 Penalty: 6043.677246
	Iteration 24Q: 3 clusters Score -2.495081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -24950814.000000 Penalty: 6043.677246
	Iteration 25Q: 3 clusters Score -2.495081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -24950828.000000 Penalty: 6043.677246
	Iteration 26Q: 3 clusters Score -2.495083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195250 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24950818.000000 Penalty: 6043.677246
	Iteration 27Q: 3 clusters Score -2.495082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195258 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -24950858.000000 Penalty: 6043.677246
	Iteration 28Q: 3 clusters Score -2.495086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24950856.000000 Penalty: 6043.677246
	Iteration 29Q: 3 clusters Score -2.495086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -24950872.000000 Penalty: 6043.677246
	Iteration 30Q: 3 clusters Score -2.495087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -24950872.000000 Penalty: 6043.677246
	Iteration 31Q: 3 clusters Score -2.495087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -24950878.000000 Penalty: 6043.677246
	Iteration 32Q: 3 clusters Score -2.495088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195292 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -24950884.000000 Penalty: 6043.677246
	Iteration 33Q: 3 clusters Score -2.495088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195299 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -24950884.000000 Penalty: 6043.677246
	Iteration 34Q: 3 clusters Score -2.495088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24950908.000000 Penalty: 6043.677246
	Iteration 35Q: 3 clusters Score -2.495091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -24950904.000000 Penalty: 6043.677246
	Iteration 36Q: 3 clusters Score -2.49509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -24950910.000000 Penalty: 6043.677246
	Iteration 37Q: 3 clusters Score -2.495091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -24950924.000000 Penalty: 6043.677246
	Iteration 38Q: 3 clusters Score -2.495092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -24950948.000000 Penalty: 6043.677246
	Iteration 39Q: 3 clusters Score -2.495095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -24950934.000000 Penalty: 6043.677246
	Iteration 40F: 3 clusters Score -2.495093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -24950944.000000 Penalty: 6043.677246
	Iteration 41Q: 3 clusters Score -2.495094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -24950934.000000 Penalty: 6043.677246
	Iteration 42Q: 3 clusters Score -2.495093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -24950934.000000 Penalty: 6043.677246
	Iteration 43F: 3 clusters Score -2.495093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -2068830.250000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -2068830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2057326.000000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -2057326 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2060955.375000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -2060955 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2061327.250000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -2061327 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2061643.625000 Penalty: 4797.591309
	Iteration 3Q: 3 clusters Score -2061644 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2061968.000000 Penalty: 4797.591309
	Iteration 4Q: 3 clusters Score -2061968 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2062241.500000 Penalty: 4797.591309
	Iteration 5Q: 3 clusters Score -2062242 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2062501.750000 Penalty: 4797.591309
	Iteration 6Q: 3 clusters Score -2062502 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2062764.375000 Penalty: 4797.591309
	Iteration 7Q: 3 clusters Score -2062764 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2063052.250000 Penalty: 4797.591309
	Iteration 8Q: 3 clusters Score -2063052 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2063351.625000 Penalty: 4797.591309
	Iteration 9Q: 3 clusters Score -2063352 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2063704.750000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -2063705 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2064136.375000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -2064136 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2064598.500000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -2064598 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2064996.500000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -2064996 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2065280.875000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -2065281 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2065446.375000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -2065446 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2065523.500000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -2065524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2065574.000000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -2065574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2065601.375000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -2065601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2065623.000000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -2065623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2065648.500000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -2065648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2065669.000000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -2065669 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2065675.875000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -2065676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2065694.875000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -2065695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2065723.250000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -2065723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2065738.500000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -2065738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2065745.125000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -2065745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2065751.750000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -2065752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2065759.125000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -2065759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2065763.500000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -2065764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2065773.125000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -2065773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2065775.375000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -2065775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2065781.250000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -2065781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2065785.000000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -2065785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2065788.375000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -2065788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2065787.000000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -2065787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2065793.875000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -2065794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2065791.375000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -2065791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2065794.125000 Penalty: 4797.591309
	Iteration 38Q: 3 clusters Score -2065794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2065807.000000 Penalty: 4797.591309
	Iteration 39Q: 3 clusters Score -2065807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2065803.375000 Penalty: 4797.591309
	Iteration 40F: 3 clusters Score -2065803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2065814.875000 Penalty: 4797.591309
	Iteration 41Q: 3 clusters Score -2065815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2065818.375000 Penalty: 4797.591309
	Iteration 42Q: 3 clusters Score -2065818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2065823.500000 Penalty: 4797.591309
	Iteration 43Q: 3 clusters Score -2065824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2065813.625000 Penalty: 4797.591309
	Iteration 44Q: 3 clusters Score -2065814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2065820.000000 Penalty: 4797.591309
	Iteration 45Q: 3 clusters Score -2065820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2065823.500000 Penalty: 4797.591309
	Iteration 46Q: 3 clusters Score -2065824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2065825.625000 Penalty: 4797.591309
	Iteration 47Q: 3 clusters Score -2065826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2065828.500000 Penalty: 4797.591309
	Iteration 48Q: 3 clusters Score -2065828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2065832.875000 Penalty: 4797.591309
	Iteration 49Q: 3 clusters Score -2065833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2065835.625000 Penalty: 4797.591309
	Iteration 50Q: 3 clusters Score -2065836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2065837.375000 Penalty: 4797.591309
	Iteration 51Q: 3 clusters Score -2065837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2065845.125000 Penalty: 4797.591309
	Iteration 52Q: 3 clusters Score -2065845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2065840.000000 Penalty: 4797.591309
	Iteration 53Q: 3 clusters Score -2065840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2065847.875000 Penalty: 4797.591309
	Iteration 54Q: 3 clusters Score -2065848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2065853.625000 Penalty: 4797.591309
	Iteration 55Q: 3 clusters Score -2065854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2065853.625000 Penalty: 4797.591309
	Iteration 56Q: 3 clusters Score -2065854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2065860.875000 Penalty: 4797.591309
	Iteration 57Q: 3 clusters Score -2065861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2065863.625000 Penalty: 4797.591309
	Iteration 58Q: 3 clusters Score -2065864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2065863.625000 Penalty: 4797.591309
	Iteration 59Q: 3 clusters Score -2065864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2065865.625000 Penalty: 4797.591309
	Iteration 60F: 3 clusters Score -2065866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2065871.500000 Penalty: 4797.591309
	Iteration 61Q: 3 clusters Score -2065872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2065868.625000 Penalty: 4797.591309
	Iteration 62Q: 3 clusters Score -2065869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2065875.500000 Penalty: 4797.591309
	Iteration 63Q: 3 clusters Score -2065876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2065868.750000 Penalty: 4797.591309
	Iteration 64Q: 3 clusters Score -2065869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2065872.125000 Penalty: 4797.591309
	Iteration 65Q: 3 clusters Score -2065872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2065878.250000 Penalty: 4797.591309
	Iteration 66Q: 3 clusters Score -2065878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2065880.250000 Penalty: 4797.591309
	Iteration 67Q: 3 clusters Score -2065880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2065882.750000 Penalty: 4797.591309
	Iteration 68Q: 3 clusters Score -2065883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2065885.500000 Penalty: 4797.591309
	Iteration 69Q: 3 clusters Score -2065886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2065884.750000 Penalty: 4797.591309
	Iteration 70Q: 3 clusters Score -2065885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2065888.875000 Penalty: 4797.591309
	Iteration 71Q: 3 clusters Score -2065889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2065892.000000 Penalty: 4797.591309
	Iteration 72Q: 3 clusters Score -2065892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2065890.750000 Penalty: 4797.591309
	Iteration 73Q: 3 clusters Score -2065891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2065894.250000 Penalty: 4797.591309
	Iteration 74Q: 3 clusters Score -2065894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2065898.500000 Penalty: 4797.591309
	Iteration 75Q: 3 clusters Score -2065898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2065901.250000 Penalty: 4797.591309
	Iteration 76Q: 3 clusters Score -2065901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2065898.125000 Penalty: 4797.591309
	Iteration 77Q: 3 clusters Score -2065898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2065898.500000 Penalty: 4797.591309
	Iteration 78Q: 3 clusters Score -2065898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2065897.125000 Penalty: 4797.591309
	Iteration 79Q: 3 clusters Score -2065897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2065899.250000 Penalty: 4797.591309
	Iteration 80F: 3 clusters Score -2065899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2065902.500000 Penalty: 4797.591309
	Iteration 81Q: 3 clusters Score -2065902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2065903.875000 Penalty: 4797.591309
	Iteration 82Q: 3 clusters Score -2065904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2065903.500000 Penalty: 4797.591309
	Iteration 83Q: 3 clusters Score -2065904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2065899.000000 Penalty: 4797.591309
	Iteration 84Q: 3 clusters Score -2065899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2065904.750000 Penalty: 4797.591309
	Iteration 85Q: 3 clusters Score -2065905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2065904.625000 Penalty: 4797.591309
	Iteration 86Q: 3 clusters Score -2065905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2065916.375000 Penalty: 4797.591309
	Iteration 87Q: 3 clusters Score -2065916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2065916.125000 Penalty: 4797.591309
	Iteration 88Q: 3 clusters Score -2065916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2065923.250000 Penalty: 4797.591309
	Iteration 89Q: 3 clusters Score -2065923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2065927.375000 Penalty: 4797.591309
	Iteration 90Q: 3 clusters Score -2065927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2065936.625000 Penalty: 4797.591309
	Iteration 91Q: 3 clusters Score -2065937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2065944.625000 Penalty: 4797.591309
	Iteration 92Q: 3 clusters Score -2065945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2065945.875000 Penalty: 4797.591309
	Iteration 93Q: 3 clusters Score -2065946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2065952.625000 Penalty: 4797.591309
	Iteration 94Q: 3 clusters Score -2065953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2065957.375000 Penalty: 4797.591309
	Iteration 95Q: 3 clusters Score -2065957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2065959.125000 Penalty: 4797.591309
	Iteration 96Q: 3 clusters Score -2065959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2065963.500000 Penalty: 4797.591309
	Iteration 97Q: 3 clusters Score -2065964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2065966.500000 Penalty: 4797.591309
	Iteration 98Q: 3 clusters Score -2065966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2065965.625000 Penalty: 4797.591309
	Iteration 99Q: 3 clusters Score -2065966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2065973.750000 Penalty: 4797.591309
	Iteration 100F: 3 clusters Score -2065974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2065973.500000 Penalty: 4797.591309
	Iteration 101Q: 3 clusters Score -2065974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2065975.000000 Penalty: 4797.591309
	Iteration 102Q: 3 clusters Score -2065975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2065972.250000 Penalty: 4797.591309
	Iteration 103Q: 3 clusters Score -2065972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2065974.625000 Penalty: 4797.591309
	Iteration 104Q: 3 clusters Score -2065975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2065976.625000 Penalty: 4797.591309
	Iteration 105Q: 3 clusters Score -2065977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2065976.875000 Penalty: 4797.591309
	Iteration 106Q: 3 clusters Score -2065977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2065978.750000 Penalty: 4797.591309
	Iteration 107Q: 3 clusters Score -2065979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2065978.750000 Penalty: 4797.591309
	Iteration 108F: 3 clusters Score -2065979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (240479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Entering Unmasked Estep 
Score: -30733572.000000 Penalty: 3072.816406
	Iteration 0F: 2 clusters Score -3.073357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -30634278.000000 Penalty: 6145.632812
	Iteration 0F: 3 clusters Score -3.063428e+07 nChanged 116414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124435 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -30702786.000000 Penalty: 6145.632812
	Iteration 1F: 3 clusters Score -3.070279e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -30703706.000000 Penalty: 6145.632812
	Iteration 2Q: 3 clusters Score -3.070371e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -30705094.000000 Penalty: 6145.632812
	Iteration 3Q: 3 clusters Score -3.070509e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -30706766.000000 Penalty: 6145.632812
	Iteration 4Q: 3 clusters Score -3.070677e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143927 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -30709348.000000 Penalty: 6145.632812
	Iteration 5Q: 3 clusters Score -3.070935e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -30712570.000000 Penalty: 6145.632812
	Iteration 6F: 3 clusters Score -3.071257e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -30715362.000000 Penalty: 6145.632812
	Iteration 7F: 3 clusters Score -3.071536e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -30718182.000000 Penalty: 6145.632812
	Iteration 8F: 3 clusters Score -3.071818e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -30721016.000000 Penalty: 6145.632812
	Iteration 9F: 3 clusters Score -3.072102e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185310 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -30727134.000000 Penalty: 6145.632812
	Iteration 10F: 3 clusters Score -3.072713e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182692 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -30734610.000000 Penalty: 6145.632812
	Iteration 11F: 3 clusters Score -3.073461e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177905 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -30739716.000000 Penalty: 6145.632812
	Iteration 12Q: 3 clusters Score -3.073972e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -30741484.000000 Penalty: 6145.632812
	Iteration 13Q: 3 clusters Score -3.074148e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -30742974.000000 Penalty: 6145.632812
	Iteration 14Q: 3 clusters Score -3.074297e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -30744434.000000 Penalty: 6145.632812
	Iteration 15Q: 3 clusters Score -3.074443e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -30745966.000000 Penalty: 6145.632812
	Iteration 16Q: 3 clusters Score -3.074597e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -30746842.000000 Penalty: 6145.632812
	Iteration 17Q: 3 clusters Score -3.074684e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -30747562.000000 Penalty: 6145.632812
	Iteration 18Q: 3 clusters Score -3.074756e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -30748190.000000 Penalty: 6145.632812
	Iteration 19Q: 3 clusters Score -3.074819e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -30748684.000000 Penalty: 6145.632812
	Iteration 20F: 3 clusters Score -3.074868e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139874 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -30749084.000000 Penalty: 6145.632812
	Iteration 21Q: 3 clusters Score -3.074908e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -30749520.000000 Penalty: 6145.632812
	Iteration 22Q: 3 clusters Score -3.074952e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -30749890.000000 Penalty: 6145.632812
	Iteration 23Q: 3 clusters Score -3.074989e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128208 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -30750222.000000 Penalty: 6145.632812
	Iteration 24Q: 3 clusters Score -3.075022e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124042 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -30750692.000000 Penalty: 6145.632812
	Iteration 25Q: 3 clusters Score -3.075069e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -30750810.000000 Penalty: 6145.632812
	Iteration 26Q: 3 clusters Score -3.075081e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -30751084.000000 Penalty: 6145.632812
	Iteration 27Q: 3 clusters Score -3.075108e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -30751472.000000 Penalty: 6145.632812
	Iteration 28Q: 3 clusters Score -3.075147e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 135395 members 
Entering Unmasked Estep 
Score: -30751974.000000 Penalty: 6145.632812
	Iteration 29Q: 3 clusters Score -3.075197e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -30752294.000000 Penalty: 6145.632812
	Iteration 30Q: 3 clusters Score -3.075229e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -30752474.000000 Penalty: 6145.632812
	Iteration 31Q: 3 clusters Score -3.075247e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -30752098.000000 Penalty: 6145.632812
	Iteration 32Q: 3 clusters Score -3.07521e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -30751110.000000 Penalty: 6145.632812
	Iteration 33Q: 3 clusters Score -3.075111e+07 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 185694 members 
Entering Unmasked Estep 
Score: -30747816.000000 Penalty: 6145.632812
	Iteration 34F: 3 clusters Score -3.074782e+07 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -30743400.000000 Penalty: 6145.632812
	Iteration 35F: 3 clusters Score -3.07434e+07 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 221725 members 
Entering Unmasked Estep 
Score: -30736380.000000 Penalty: 6145.632812
	Iteration 36F: 3 clusters Score -3.073638e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -30733342.000000 Penalty: 6145.632812
	Iteration 37Q: 3 clusters Score -3.073334e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 235468 members 
Entering Unmasked Estep 
Score: -30731938.000000 Penalty: 6145.632812
	Iteration 38Q: 3 clusters Score -3.073194e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 237636 members 
Entering Unmasked Estep 
Score: -30731352.000000 Penalty: 6145.632812
	Iteration 39Q: 3 clusters Score -3.073135e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 238750 members 
Entering Unmasked Estep 
Score: -30731088.000000 Penalty: 6145.632812
	Iteration 40F: 3 clusters Score -3.073109e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 239312 members 
Entering Unmasked Estep 
Score: -30730962.000000 Penalty: 6145.632812
	Iteration 41Q: 3 clusters Score -3.073096e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 239638 members 
Entering Unmasked Estep 
Score: -30730960.000000 Penalty: 6145.632812
	Iteration 42Q: 3 clusters Score -3.073096e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 239821 members 
Entering Unmasked Estep 
Score: -30730944.000000 Penalty: 6145.632812
	Iteration 43Q: 3 clusters Score -3.073094e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 239919 members 
Entering Unmasked Estep 
Score: -30730962.000000 Penalty: 6145.632812
	Iteration 44Q: 3 clusters Score -3.073096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 239979 members 
Entering Unmasked Estep 
Score: -30731028.000000 Penalty: 6145.632812
	Iteration 45Q: 3 clusters Score -3.073103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 240017 members 
Entering Unmasked Estep 
Score: -30731006.000000 Penalty: 6145.632812
	Iteration 46Q: 3 clusters Score -3.073101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 240042 members 
Entering Unmasked Estep 
Score: -30731000.000000 Penalty: 6145.632812
	Iteration 47Q: 3 clusters Score -3.0731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240055 members 
Entering Unmasked Estep 
Score: -30730992.000000 Penalty: 6145.632812
	Iteration 48Q: 3 clusters Score -3.073099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 240063 members 
Entering Unmasked Estep 
Score: -30731008.000000 Penalty: 6145.632812
	Iteration 49Q: 3 clusters Score -3.073101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 240067 members 
Entering Unmasked Estep 
Score: -30730994.000000 Penalty: 6145.632812
	Iteration 50Q: 3 clusters Score -3.073099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 240072 members 
Entering Unmasked Estep 
Score: -30731000.000000 Penalty: 6145.632812
	Iteration 51Q: 3 clusters Score -3.0731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 240077 members 
Entering Unmasked Estep 
Score: -30731012.000000 Penalty: 6145.632812
	Iteration 52Q: 3 clusters Score -3.073101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 240080 members 
Entering Unmasked Estep 
Score: -30731020.000000 Penalty: 6145.632812
	Iteration 53Q: 3 clusters Score -3.073102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 240082 members 
Entering Unmasked Estep 
Score: -30731016.000000 Penalty: 6145.632812
	Iteration 54Q: 3 clusters Score -3.073102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 240083 members 
Entering Unmasked Estep 
Score: -30731022.000000 Penalty: 6145.632812
	Iteration 55Q: 3 clusters Score -3.073102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 240086 members 
Entering Unmasked Estep 
Score: -30731008.000000 Penalty: 6145.632812
	Iteration 56Q: 3 clusters Score -3.073101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 240089 members 
Entering Unmasked Estep 
Score: -30731016.000000 Penalty: 6145.632812
	Iteration 57Q: 3 clusters Score -3.073102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 240092 members 
Entering Unmasked Estep 
Score: -30731026.000000 Penalty: 6145.632812
	Iteration 58Q: 3 clusters Score -3.073103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 240094 members 
Entering Unmasked Estep 
Score: -30731042.000000 Penalty: 6145.632812
	Iteration 59Q: 3 clusters Score -3.073104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 240097 members 
Entering Unmasked Estep 
Score: -30731050.000000 Penalty: 6145.632812
	Iteration 60F: 3 clusters Score -3.073105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 240101 members 
Entering Unmasked Estep 
Score: -30731074.000000 Penalty: 6145.632812
	Iteration 61Q: 3 clusters Score -3.073107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 240106 members 
Entering Unmasked Estep 
Score: -30731072.000000 Penalty: 6145.632812
	Iteration 62Q: 3 clusters Score -3.073107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 240110 members 
Entering Unmasked Estep 
Score: -30731064.000000 Penalty: 6145.632812
	Iteration 63Q: 3 clusters Score -3.073106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 240111 members 
Entering Unmasked Estep 
Score: -30731076.000000 Penalty: 6145.632812
	Iteration 64Q: 3 clusters Score -3.073108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 240112 members 
Entering Unmasked Estep 
Score: -30731070.000000 Penalty: 6145.632812
	Iteration 65Q: 3 clusters Score -3.073107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 240112 members 
Entering Unmasked Estep 
Score: -30731070.000000 Penalty: 6145.632812
	Iteration 66F: 3 clusters Score -3.073107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -138157.609375 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -138157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136133.781250 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -136133.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136455.968750 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -136456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136626.468750 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -136626.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136957.046875 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -136957 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -137270.062500 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -137270.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137617.453125 Penalty: 3495.136963
	Iteration 5F: 3 clusters Score -137617.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137928.765625 Penalty: 3495.136963
	Iteration 6F: 3 clusters Score -137928.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -138095.906250 Penalty: 3495.136963
	Iteration 7F: 3 clusters Score -138095.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -138172.906250 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -138172.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -138236.531250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -138236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -138260.937500 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -138260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -138273.062500 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -138273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -138278.187500 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -138278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -138283.968750 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -138284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -138295.343750 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -138295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -138305.000000 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -138305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -138308.156250 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -138308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -138312.921875 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -138312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -138318.437500 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -138318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -138319.343750 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -138319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -138319.343750 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -138319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195797 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 240479 members 
Mstep: Class 9 contains 946 members 
Mstep: Class 10 contains 53633 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52854 members 
Mstep: Class 16 contains 109686 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32689 members 
Mstep: Class 21 contains 45945 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116054200.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116055632.000000 to -116054200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (53633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Entering Unmasked Estep 
Score: -6914663.000000 Penalty: 2700.700195
	Iteration 0F: 2 clusters Score -6914663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -6878789.000000 Penalty: 5401.400391
	Iteration 0F: 3 clusters Score -6878789 nChanged 24822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6892727.500000 Penalty: 5401.400391
	Iteration 1F: 3 clusters Score -6892728 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -6893587.000000 Penalty: 5401.400391
	Iteration 2Q: 3 clusters Score -6893587 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6894535.000000 Penalty: 5401.400391
	Iteration 3Q: 3 clusters Score -6894535 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6895771.000000 Penalty: 5401.400391
	Iteration 4F: 3 clusters Score -6895771 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6897762.000000 Penalty: 5401.400391
	Iteration 5F: 3 clusters Score -6897762 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -6900496.500000 Penalty: 5401.400391
	Iteration 6F: 3 clusters Score -6900496 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -6903769.500000 Penalty: 5401.400391
	Iteration 7F: 3 clusters Score -6903770 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -6906850.000000 Penalty: 5401.400391
	Iteration 8F: 3 clusters Score -6906850 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6908900.000000 Penalty: 5401.400391
	Iteration 9Q: 3 clusters Score -6908900 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6910136.500000 Penalty: 5401.400391
	Iteration 10Q: 3 clusters Score -6910136 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6910882.000000 Penalty: 5401.400391
	Iteration 11Q: 3 clusters Score -6910882 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6911259.500000 Penalty: 5401.400391
	Iteration 12Q: 3 clusters Score -6911260 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6911530.000000 Penalty: 5401.400391
	Iteration 13Q: 3 clusters Score -6911530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -6911661.000000 Penalty: 5401.400391
	Iteration 14Q: 3 clusters Score -6911661 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -6911752.000000 Penalty: 5401.400391
	Iteration 15Q: 3 clusters Score -6911752 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6911824.000000 Penalty: 5401.400391
	Iteration 16Q: 3 clusters Score -6911824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -6911888.000000 Penalty: 5401.400391
	Iteration 17Q: 3 clusters Score -6911888 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6911945.500000 Penalty: 5401.400391
	Iteration 18Q: 3 clusters Score -6911946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -6911996.500000 Penalty: 5401.400391
	Iteration 19Q: 3 clusters Score -6911996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6912032.000000 Penalty: 5401.400391
	Iteration 20F: 3 clusters Score -6912032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -6912075.000000 Penalty: 5401.400391
	Iteration 21Q: 3 clusters Score -6912075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -6912129.000000 Penalty: 5401.400391
	Iteration 22Q: 3 clusters Score -6912129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6912169.000000 Penalty: 5401.400391
	Iteration 23Q: 3 clusters Score -6912169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -6912186.000000 Penalty: 5401.400391
	Iteration 24Q: 3 clusters Score -6912186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6912190.000000 Penalty: 5401.400391
	Iteration 25Q: 3 clusters Score -6912190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -6912200.000000 Penalty: 5401.400391
	Iteration 26Q: 3 clusters Score -6912200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -6912197.000000 Penalty: 5401.400391
	Iteration 27Q: 3 clusters Score -6912197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6912208.500000 Penalty: 5401.400391
	Iteration 28Q: 3 clusters Score -6912208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -6912211.500000 Penalty: 5401.400391
	Iteration 29Q: 3 clusters Score -6912212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -6912215.000000 Penalty: 5401.400391
	Iteration 30Q: 3 clusters Score -6912215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -6912215.000000 Penalty: 5401.400391
	Iteration 31Q: 3 clusters Score -6912215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -6912241.000000 Penalty: 5401.400391
	Iteration 32Q: 3 clusters Score -6912241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -6912252.000000 Penalty: 5401.400391
	Iteration 33Q: 3 clusters Score -6912252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -6912260.000000 Penalty: 5401.400391
	Iteration 34Q: 3 clusters Score -6912260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -6912255.000000 Penalty: 5401.400391
	Iteration 35Q: 3 clusters Score -6912255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6912264.000000 Penalty: 5401.400391
	Iteration 36Q: 3 clusters Score -6912264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -6912263.500000 Penalty: 5401.400391
	Iteration 37Q: 3 clusters Score -6912264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -6912257.500000 Penalty: 5401.400391
	Iteration 38Q: 3 clusters Score -6912258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6912266.500000 Penalty: 5401.400391
	Iteration 39Q: 3 clusters Score -6912266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -6912266.500000 Penalty: 5401.400391
	Iteration 40F: 3 clusters Score -6912266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6912263.500000 Penalty: 5401.400391
	Iteration 41Q: 3 clusters Score -6912264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -6912270.000000 Penalty: 5401.400391
	Iteration 42Q: 3 clusters Score -6912270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6912280.500000 Penalty: 5401.400391
	Iteration 43Q: 3 clusters Score -6912280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6912282.500000 Penalty: 5401.400391
	Iteration 44Q: 3 clusters Score -6912282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6912284.500000 Penalty: 5401.400391
	Iteration 45Q: 3 clusters Score -6912284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -6912281.000000 Penalty: 5401.400391
	Iteration 46Q: 3 clusters Score -6912281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -6912287.000000 Penalty: 5401.400391
	Iteration 47Q: 3 clusters Score -6912287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -6912287.000000 Penalty: 5401.400391
	Iteration 48Q: 3 clusters Score -6912287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6912281.000000 Penalty: 5401.400391
	Iteration 49Q: 3 clusters Score -6912281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -6912279.000000 Penalty: 5401.400391
	Iteration 50Q: 3 clusters Score -6912279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6912284.500000 Penalty: 5401.400391
	Iteration 51Q: 3 clusters Score -6912284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -6912282.500000 Penalty: 5401.400391
	Iteration 52Q: 3 clusters Score -6912282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -6912288.000000 Penalty: 5401.400391
	Iteration 53Q: 3 clusters Score -6912288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6912283.000000 Penalty: 5401.400391
	Iteration 54Q: 3 clusters Score -6912283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -6912286.500000 Penalty: 5401.400391
	Iteration 55Q: 3 clusters Score -6912286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6912289.000000 Penalty: 5401.400391
	Iteration 56Q: 3 clusters Score -6912289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -6912289.000000 Penalty: 5401.400391
	Iteration 57Q: 3 clusters Score -6912289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6912296.000000 Penalty: 5401.400391
	Iteration 58Q: 3 clusters Score -6912296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6912297.000000 Penalty: 5401.400391
	Iteration 59Q: 3 clusters Score -6912297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -6912299.500000 Penalty: 5401.400391
	Iteration 60F: 3 clusters Score -6912300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -6912289.500000 Penalty: 5401.400391
	Iteration 61Q: 3 clusters Score -6912290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6912291.000000 Penalty: 5401.400391
	Iteration 62Q: 3 clusters Score -6912291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6912293.000000 Penalty: 5401.400391
	Iteration 63Q: 3 clusters Score -6912293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6912294.000000 Penalty: 5401.400391
	Iteration 64Q: 3 clusters Score -6912294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6912294.000000 Penalty: 5401.400391
	Iteration 65F: 3 clusters Score -6912294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -352836.718750 Penalty: 1968.557495
	Iteration 0F: 2 clusters Score -352836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349655.218750 Penalty: 3937.114990
	Iteration 0F: 3 clusters Score -349655.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -350310.312500 Penalty: 3937.114990
	Iteration 1F: 3 clusters Score -350310.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -350490.406250 Penalty: 3937.114990
	Iteration 2F: 3 clusters Score -350490.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -350597.937500 Penalty: 3937.114990
	Iteration 3F: 3 clusters Score -350597.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350684.812500 Penalty: 3937.114990
	Iteration 4Q: 3 clusters Score -350684.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350751.906250 Penalty: 3937.114990
	Iteration 5Q: 3 clusters Score -350751.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350815.375000 Penalty: 3937.114990
	Iteration 6Q: 3 clusters Score -350815.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -350866.687500 Penalty: 3937.114990
	Iteration 7Q: 3 clusters Score -350866.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -350921.625000 Penalty: 3937.114990
	Iteration 8Q: 3 clusters Score -350921.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -350977.843750 Penalty: 3937.114990
	Iteration 9Q: 3 clusters Score -350977.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -351029.500000 Penalty: 3937.114990
	Iteration 10Q: 3 clusters Score -351029.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -351066.093750 Penalty: 3937.114990
	Iteration 11Q: 3 clusters Score -351066.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -351089.406250 Penalty: 3937.114990
	Iteration 12Q: 3 clusters Score -351089.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -351113.156250 Penalty: 3937.114990
	Iteration 13Q: 3 clusters Score -351113.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -351134.562500 Penalty: 3937.114990
	Iteration 14Q: 3 clusters Score -351134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -351161.187500 Penalty: 3937.114990
	Iteration 15Q: 3 clusters Score -351161.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -351176.218750 Penalty: 3937.114990
	Iteration 16Q: 3 clusters Score -351176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -351188.843750 Penalty: 3937.114990
	Iteration 17Q: 3 clusters Score -351188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -351198.781250 Penalty: 3937.114990
	Iteration 18Q: 3 clusters Score -351198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -351207.593750 Penalty: 3937.114990
	Iteration 19Q: 3 clusters Score -351207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -351213.125000 Penalty: 3937.114990
	Iteration 20F: 3 clusters Score -351213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -351215.687500 Penalty: 3937.114990
	Iteration 21Q: 3 clusters Score -351215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -351218.218750 Penalty: 3937.114990
	Iteration 22Q: 3 clusters Score -351218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -351220.562500 Penalty: 3937.114990
	Iteration 23Q: 3 clusters Score -351220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -351221.531250 Penalty: 3937.114990
	Iteration 24Q: 3 clusters Score -351221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -351222.875000 Penalty: 3937.114990
	Iteration 25Q: 3 clusters Score -351222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -351225.843750 Penalty: 3937.114990
	Iteration 26Q: 3 clusters Score -351225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -351226.437500 Penalty: 3937.114990
	Iteration 27Q: 3 clusters Score -351226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -351227.656250 Penalty: 3937.114990
	Iteration 28Q: 3 clusters Score -351227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -351227.875000 Penalty: 3937.114990
	Iteration 29Q: 3 clusters Score -351227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -351228.531250 Penalty: 3937.114990
	Iteration 30Q: 3 clusters Score -351228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -351228.531250 Penalty: 3937.114990
	Iteration 31F: 3 clusters Score -351228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -711853.062500 Penalty: 2151.708984
	Iteration 0F: 2 clusters Score -711853.1 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 2924 members 
Entering Unmasked Estep 
Score: -706765.687500 Penalty: 4303.417969
	Iteration 0F: 3 clusters Score -706765.7 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -708042.875000 Penalty: 4303.417969
	Iteration 1F: 3 clusters Score -708042.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -708279.562500 Penalty: 4303.417969
	Iteration 2F: 3 clusters Score -708279.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -708429.375000 Penalty: 4303.417969
	Iteration 3F: 3 clusters Score -708429.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -708526.125000 Penalty: 4303.417969
	Iteration 4Q: 3 clusters Score -708526.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -708595.750000 Penalty: 4303.417969
	Iteration 5Q: 3 clusters Score -708595.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -708645.187500 Penalty: 4303.417969
	Iteration 6Q: 3 clusters Score -708645.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -708688.562500 Penalty: 4303.417969
	Iteration 7Q: 3 clusters Score -708688.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -708732.375000 Penalty: 4303.417969
	Iteration 8Q: 3 clusters Score -708732.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -708780.937500 Penalty: 4303.417969
	Iteration 9Q: 3 clusters Score -708780.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -708834.062500 Penalty: 4303.417969
	Iteration 10Q: 3 clusters Score -708834.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -708900.687500 Penalty: 4303.417969
	Iteration 11Q: 3 clusters Score -708900.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -708956.000000 Penalty: 4303.417969
	Iteration 12Q: 3 clusters Score -708956 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -709017.437500 Penalty: 4303.417969
	Iteration 13Q: 3 clusters Score -709017.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -709087.625000 Penalty: 4303.417969
	Iteration 14Q: 3 clusters Score -709087.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -709171.750000 Penalty: 4303.417969
	Iteration 15Q: 3 clusters Score -709171.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -709274.000000 Penalty: 4303.417969
	Iteration 16Q: 3 clusters Score -709274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -709444.812500 Penalty: 4303.417969
	Iteration 17Q: 3 clusters Score -709444.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -709731.875000 Penalty: 4303.417969
	Iteration 18Q: 3 clusters Score -709731.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -710082.187500 Penalty: 4303.417969
	Iteration 19Q: 3 clusters Score -710082.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -710363.125000 Penalty: 4303.417969
	Iteration 20F: 3 clusters Score -710363.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -710562.937500 Penalty: 4303.417969
	Iteration 21Q: 3 clusters Score -710562.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -710743.312500 Penalty: 4303.417969
	Iteration 22Q: 3 clusters Score -710743.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -710908.250000 Penalty: 4303.417969
	Iteration 23Q: 3 clusters Score -710908.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -711047.625000 Penalty: 4303.417969
	Iteration 24Q: 3 clusters Score -711047.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -711159.562500 Penalty: 4303.417969
	Iteration 25Q: 3 clusters Score -711159.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -711218.125000 Penalty: 4303.417969
	Iteration 26Q: 3 clusters Score -711218.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -711244.062500 Penalty: 4303.417969
	Iteration 27Q: 3 clusters Score -711244.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -711261.687500 Penalty: 4303.417969
	Iteration 28Q: 3 clusters Score -711261.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -711272.687500 Penalty: 4303.417969
	Iteration 29Q: 3 clusters Score -711272.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -711281.812500 Penalty: 4303.417969
	Iteration 30Q: 3 clusters Score -711281.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -711285.250000 Penalty: 4303.417969
	Iteration 31Q: 3 clusters Score -711285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -711286.812500 Penalty: 4303.417969
	Iteration 32Q: 3 clusters Score -711286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -711290.437500 Penalty: 4303.417969
	Iteration 33Q: 3 clusters Score -711290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -711296.437500 Penalty: 4303.417969
	Iteration 34Q: 3 clusters Score -711296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -711298.875000 Penalty: 4303.417969
	Iteration 35Q: 3 clusters Score -711298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -711302.875000 Penalty: 4303.417969
	Iteration 36Q: 3 clusters Score -711302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -711305.125000 Penalty: 4303.417969
	Iteration 37Q: 3 clusters Score -711305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -711306.875000 Penalty: 4303.417969
	Iteration 38Q: 3 clusters Score -711306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -711306.187500 Penalty: 4303.417969
	Iteration 39Q: 3 clusters Score -711306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -711307.250000 Penalty: 4303.417969
	Iteration 40F: 3 clusters Score -711307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -711307.750000 Penalty: 4303.417969
	Iteration 41Q: 3 clusters Score -711307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -711310.500000 Penalty: 4303.417969
	Iteration 42Q: 3 clusters Score -711310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -711311.062500 Penalty: 4303.417969
	Iteration 43Q: 3 clusters Score -711311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -711310.250000 Penalty: 4303.417969
	Iteration 44Q: 3 clusters Score -711310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -711310.250000 Penalty: 4303.417969
	Iteration 45F: 3 clusters Score -711310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -261062.734375 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -261062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -258356.140625 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -258356.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258859.312500 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -258859.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -258974.234375 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -258974.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -259039.906250 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -259039.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259069.703125 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -259069.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -259090.109375 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -259090.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -259117.890625 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -259117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -259136.484375 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -259136.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -259152.000000 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -259152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259162.531250 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -259162.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -259175.125000 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -259175.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -259182.937500 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -259182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259191.515625 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -259191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -259204.437500 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -259204.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259218.609375 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -259218.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259237.812500 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -259237.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259256.921875 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -259256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259272.296875 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -259272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259279.343750 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -259279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -259286.312500 Penalty: 3789.739502
	Iteration 19Q: 3 clusters Score -259286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259292.578125 Penalty: 3789.739502
	Iteration 20F: 3 clusters Score -259292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259297.281250 Penalty: 3789.739502
	Iteration 21Q: 3 clusters Score -259297.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -259302.718750 Penalty: 3789.739502
	Iteration 22Q: 3 clusters Score -259302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -259307.328125 Penalty: 3789.739502
	Iteration 23Q: 3 clusters Score -259307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -259310.562500 Penalty: 3789.739502
	Iteration 24Q: 3 clusters Score -259310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -259314.687500 Penalty: 3789.739502
	Iteration 25Q: 3 clusters Score -259314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -259319.250000 Penalty: 3789.739502
	Iteration 26Q: 3 clusters Score -259319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -259323.421875 Penalty: 3789.739502
	Iteration 27Q: 3 clusters Score -259323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -259329.062500 Penalty: 3789.739502
	Iteration 28Q: 3 clusters Score -259329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -259333.015625 Penalty: 3789.739502
	Iteration 29Q: 3 clusters Score -259333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -259336.718750 Penalty: 3789.739502
	Iteration 30Q: 3 clusters Score -259336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -259338.125000 Penalty: 3789.739502
	Iteration 31Q: 3 clusters Score -259338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259338.359375 Penalty: 3789.739502
	Iteration 32Q: 3 clusters Score -259338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259338.359375 Penalty: 3789.739502
	Iteration 33F: 3 clusters Score -259338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48562.750000 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48562.75 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 224 members 
Entering Unmasked Estep 
Score: -47126.480469 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47126.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47290.472656 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47290.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47330.988281 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -47330.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47338.027344 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47338.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47344.234375 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -47344.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47347.191406 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -47347.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47347.191406 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -47347.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Entering Unmasked Estep 
Score: -6600206.500000 Penalty: 2697.071777
	Iteration 0F: 2 clusters Score -6600206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -6564745.000000 Penalty: 5394.143555
	Iteration 0F: 3 clusters Score -6564745 nChanged 24488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -6578107.500000 Penalty: 5394.143555
	Iteration 1F: 3 clusters Score -6578108 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6578696.500000 Penalty: 5394.143555
	Iteration 2Q: 3 clusters Score -6578696 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6579314.000000 Penalty: 5394.143555
	Iteration 3Q: 3 clusters Score -6579314 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6580231.500000 Penalty: 5394.143555
	Iteration 4Q: 3 clusters Score -6580232 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -6581505.500000 Penalty: 5394.143555
	Iteration 5F: 3 clusters Score -6581506 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6583171.000000 Penalty: 5394.143555
	Iteration 6F: 3 clusters Score -6583171 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -6585411.500000 Penalty: 5394.143555
	Iteration 7F: 3 clusters Score -6585412 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -6587799.000000 Penalty: 5394.143555
	Iteration 8F: 3 clusters Score -6587799 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -6589809.500000 Penalty: 5394.143555
	Iteration 9F: 3 clusters Score -6589810 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -6591323.000000 Penalty: 5394.143555
	Iteration 10Q: 3 clusters Score -6591323 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6592499.500000 Penalty: 5394.143555
	Iteration 11Q: 3 clusters Score -6592500 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -6593660.500000 Penalty: 5394.143555
	Iteration 12Q: 3 clusters Score -6593660 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6594860.000000 Penalty: 5394.143555
	Iteration 13Q: 3 clusters Score -6594860 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6596033.500000 Penalty: 5394.143555
	Iteration 14Q: 3 clusters Score -6596034 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6596906.000000 Penalty: 5394.143555
	Iteration 15Q: 3 clusters Score -6596906 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -6597397.000000 Penalty: 5394.143555
	Iteration 16Q: 3 clusters Score -6597397 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -6597641.000000 Penalty: 5394.143555
	Iteration 17Q: 3 clusters Score -6597641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -6597765.500000 Penalty: 5394.143555
	Iteration 18Q: 3 clusters Score -6597766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6597829.500000 Penalty: 5394.143555
	Iteration 19Q: 3 clusters Score -6597830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -6597855.500000 Penalty: 5394.143555
	Iteration 20F: 3 clusters Score -6597856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6597887.000000 Penalty: 5394.143555
	Iteration 21Q: 3 clusters Score -6597887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -6597914.500000 Penalty: 5394.143555
	Iteration 22Q: 3 clusters Score -6597914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -6597916.500000 Penalty: 5394.143555
	Iteration 23Q: 3 clusters Score -6597916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -6597919.000000 Penalty: 5394.143555
	Iteration 24Q: 3 clusters Score -6597919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6597930.500000 Penalty: 5394.143555
	Iteration 25Q: 3 clusters Score -6597930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -6597943.500000 Penalty: 5394.143555
	Iteration 26Q: 3 clusters Score -6597944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6597959.500000 Penalty: 5394.143555
	Iteration 27Q: 3 clusters Score -6597960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6597967.000000 Penalty: 5394.143555
	Iteration 28Q: 3 clusters Score -6597967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -6597966.500000 Penalty: 5394.143555
	Iteration 29Q: 3 clusters Score -6597966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -6597966.500000 Penalty: 5394.143555
	Iteration 30Q: 3 clusters Score -6597966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6597972.000000 Penalty: 5394.143555
	Iteration 31Q: 3 clusters Score -6597972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6597972.000000 Penalty: 5394.143555
	Iteration 32F: 3 clusters Score -6597972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Entering Unmasked Estep 
Score: -14002073.000000 Penalty: 2878.133545
	Iteration 0F: 2 clusters Score -1.400207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -13928495.000000 Penalty: 5756.267090
	Iteration 0F: 3 clusters Score -1.39285e+07 nChanged 52023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -13958441.000000 Penalty: 5756.267090
	Iteration 1F: 3 clusters Score -1.395844e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -13959372.000000 Penalty: 5756.267090
	Iteration 2Q: 3 clusters Score -1.395937e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -13960559.000000 Penalty: 5756.267090
	Iteration 3Q: 3 clusters Score -1.396056e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -13962361.000000 Penalty: 5756.267090
	Iteration 4Q: 3 clusters Score -1.396236e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -13965075.000000 Penalty: 5756.267090
	Iteration 5Q: 3 clusters Score -1.396508e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -13968925.000000 Penalty: 5756.267090
	Iteration 6F: 3 clusters Score -1.396892e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -13973800.000000 Penalty: 5756.267090
	Iteration 7F: 3 clusters Score -1.39738e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -13978949.000000 Penalty: 5756.267090
	Iteration 8F: 3 clusters Score -1.397895e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -13983254.000000 Penalty: 5756.267090
	Iteration 9F: 3 clusters Score -1.398325e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -13986002.000000 Penalty: 5756.267090
	Iteration 10Q: 3 clusters Score -1.3986e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -13987435.000000 Penalty: 5756.267090
	Iteration 11Q: 3 clusters Score -1.398744e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -13988340.000000 Penalty: 5756.267090
	Iteration 12Q: 3 clusters Score -1.398834e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -13988922.000000 Penalty: 5756.267090
	Iteration 13Q: 3 clusters Score -1.398892e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -13989481.000000 Penalty: 5756.267090
	Iteration 14Q: 3 clusters Score -1.398948e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -13989991.000000 Penalty: 5756.267090
	Iteration 15Q: 3 clusters Score -1.398999e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -13990525.000000 Penalty: 5756.267090
	Iteration 16Q: 3 clusters Score -1.399052e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -13991077.000000 Penalty: 5756.267090
	Iteration 17Q: 3 clusters Score -1.399108e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -13991687.000000 Penalty: 5756.267090
	Iteration 18Q: 3 clusters Score -1.399169e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -13992354.000000 Penalty: 5756.267090
	Iteration 19Q: 3 clusters Score -1.399235e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
Score: -13993089.000000 Penalty: 5756.267090
	Iteration 20F: 3 clusters Score -1.399309e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -13993813.000000 Penalty: 5756.267090
	Iteration 21Q: 3 clusters Score -1.399381e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -13994514.000000 Penalty: 5756.267090
	Iteration 22Q: 3 clusters Score -1.399451e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -13995139.000000 Penalty: 5756.267090
	Iteration 23Q: 3 clusters Score -1.399514e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -13995777.000000 Penalty: 5756.267090
	Iteration 24Q: 3 clusters Score -1.399578e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -13996348.000000 Penalty: 5756.267090
	Iteration 25Q: 3 clusters Score -1.399635e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -13996941.000000 Penalty: 5756.267090
	Iteration 26Q: 3 clusters Score -1.399694e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -13997407.000000 Penalty: 5756.267090
	Iteration 27Q: 3 clusters Score -1.399741e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -13997857.000000 Penalty: 5756.267090
	Iteration 28Q: 3 clusters Score -1.399786e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 105174 members 
Entering Unmasked Estep 
Score: -13998182.000000 Penalty: 5756.267090
	Iteration 29Q: 3 clusters Score -1.399818e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -13998471.000000 Penalty: 5756.267090
	Iteration 30Q: 3 clusters Score -1.399847e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -13998721.000000 Penalty: 5756.267090
	Iteration 31Q: 3 clusters Score -1.399872e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -13998976.000000 Penalty: 5756.267090
	Iteration 32Q: 3 clusters Score -1.399898e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -13999192.000000 Penalty: 5756.267090
	Iteration 33Q: 3 clusters Score -1.399919e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -13999275.000000 Penalty: 5756.267090
	Iteration 34Q: 3 clusters Score -1.399928e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -13999340.000000 Penalty: 5756.267090
	Iteration 35Q: 3 clusters Score -1.399934e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -13999402.000000 Penalty: 5756.267090
	Iteration 36Q: 3 clusters Score -1.39994e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -13999462.000000 Penalty: 5756.267090
	Iteration 37Q: 3 clusters Score -1.399946e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -13999475.000000 Penalty: 5756.267090
	Iteration 38Q: 3 clusters Score -1.399948e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -13999524.000000 Penalty: 5756.267090
	Iteration 39Q: 3 clusters Score -1.399952e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -13999554.000000 Penalty: 5756.267090
	Iteration 40F: 3 clusters Score -1.399955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -13999585.000000 Penalty: 5756.267090
	Iteration 41Q: 3 clusters Score -1.399958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -13999597.000000 Penalty: 5756.267090
	Iteration 42Q: 3 clusters Score -1.39996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -13999616.000000 Penalty: 5756.267090
	Iteration 43Q: 3 clusters Score -1.399962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -13999618.000000 Penalty: 5756.267090
	Iteration 44Q: 3 clusters Score -1.399962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -13999635.000000 Penalty: 5756.267090
	Iteration 45Q: 3 clusters Score -1.399964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -13999629.000000 Penalty: 5756.267090
	Iteration 46Q: 3 clusters Score -1.399963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -13999661.000000 Penalty: 5756.267090
	Iteration 47Q: 3 clusters Score -1.399966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -13999661.000000 Penalty: 5756.267090
	Iteration 48Q: 3 clusters Score -1.399966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -13999666.000000 Penalty: 5756.267090
	Iteration 49Q: 3 clusters Score -1.399967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -13999664.000000 Penalty: 5756.267090
	Iteration 50Q: 3 clusters Score -1.399966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -13999689.000000 Penalty: 5756.267090
	Iteration 51Q: 3 clusters Score -1.399969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -13999689.000000 Penalty: 5756.267090
	Iteration 52Q: 3 clusters Score -1.399969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -13999689.000000 Penalty: 5756.267090
	Iteration 53Q: 3 clusters Score -1.399969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -13999696.000000 Penalty: 5756.267090
	Iteration 54Q: 3 clusters Score -1.39997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -13999685.000000 Penalty: 5756.267090
	Iteration 55Q: 3 clusters Score -1.399968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -13999698.000000 Penalty: 5756.267090
	Iteration 56Q: 3 clusters Score -1.39997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 108629 members 
Entering Unmasked Estep 
Score: -13999685.000000 Penalty: 5756.267090
	Iteration 57Q: 3 clusters Score -1.399968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -13999692.000000 Penalty: 5756.267090
	Iteration 58Q: 3 clusters Score -1.399969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -13999695.000000 Penalty: 5756.267090
	Iteration 59Q: 3 clusters Score -1.39997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -13999700.000000 Penalty: 5756.267090
	Iteration 60F: 3 clusters Score -1.39997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -13999699.000000 Penalty: 5756.267090
	Iteration 61Q: 3 clusters Score -1.39997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -13999700.000000 Penalty: 5756.267090
	Iteration 62Q: 3 clusters Score -1.39997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -13999698.000000 Penalty: 5756.267090
	Iteration 63Q: 3 clusters Score -1.39997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -13999701.000000 Penalty: 5756.267090
	Iteration 64Q: 3 clusters Score -1.39997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -13999701.000000 Penalty: 5756.267090
	Iteration 65Q: 3 clusters Score -1.39997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -13999707.000000 Penalty: 5756.267090
	Iteration 66Q: 3 clusters Score -1.399971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -13999701.000000 Penalty: 5756.267090
	Iteration 67Q: 3 clusters Score -1.39997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -13999699.000000 Penalty: 5756.267090
	Iteration 68Q: 3 clusters Score -1.39997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -13999705.000000 Penalty: 5756.267090
	Iteration 69Q: 3 clusters Score -1.39997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -13999703.000000 Penalty: 5756.267090
	Iteration 70Q: 3 clusters Score -1.39997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -13999708.000000 Penalty: 5756.267090
	Iteration 71Q: 3 clusters Score -1.399971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -13999714.000000 Penalty: 5756.267090
	Iteration 72Q: 3 clusters Score -1.399971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -13999702.000000 Penalty: 5756.267090
	Iteration 73Q: 3 clusters Score -1.39997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -13999706.000000 Penalty: 5756.267090
	Iteration 74Q: 3 clusters Score -1.399971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -13999706.000000 Penalty: 5756.267090
	Iteration 75F: 3 clusters Score -1.399971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Entering Unmasked Estep 
Score: -1399718.875000 Penalty: 2309.419434
	Iteration 0F: 2 clusters Score -1399719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1391419.375000 Penalty: 4618.838867
	Iteration 0F: 3 clusters Score -1391419 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1394441.375000 Penalty: 4618.838867
	Iteration 1F: 3 clusters Score -1394441 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1395321.250000 Penalty: 4618.838867
	Iteration 2F: 3 clusters Score -1395321 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1396183.750000 Penalty: 4618.838867
	Iteration 3F: 3 clusters Score -1396184 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1396955.875000 Penalty: 4618.838867
	Iteration 4F: 3 clusters Score -1396956 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1397582.625000 Penalty: 4618.838867
	Iteration 5F: 3 clusters Score -1397583 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1398045.625000 Penalty: 4618.838867
	Iteration 6Q: 3 clusters Score -1398046 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1398309.250000 Penalty: 4618.838867
	Iteration 7Q: 3 clusters Score -1398309 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1398450.625000 Penalty: 4618.838867
	Iteration 8Q: 3 clusters Score -1398451 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1398510.625000 Penalty: 4618.838867
	Iteration 9Q: 3 clusters Score -1398511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1398543.125000 Penalty: 4618.838867
	Iteration 10Q: 3 clusters Score -1398543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1398561.250000 Penalty: 4618.838867
	Iteration 11Q: 3 clusters Score -1398561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1398570.625000 Penalty: 4618.838867
	Iteration 12Q: 3 clusters Score -1398571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1398581.375000 Penalty: 4618.838867
	Iteration 13Q: 3 clusters Score -1398581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1398590.750000 Penalty: 4618.838867
	Iteration 14Q: 3 clusters Score -1398591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1398593.375000 Penalty: 4618.838867
	Iteration 15Q: 3 clusters Score -1398593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1398594.875000 Penalty: 4618.838867
	Iteration 16Q: 3 clusters Score -1398595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1398595.875000 Penalty: 4618.838867
	Iteration 17Q: 3 clusters Score -1398596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1398597.625000 Penalty: 4618.838867
	Iteration 18Q: 3 clusters Score -1398598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1398598.625000 Penalty: 4618.838867
	Iteration 19Q: 3 clusters Score -1398599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1398599.875000 Penalty: 4618.838867
	Iteration 20F: 3 clusters Score -1398600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1398599.000000 Penalty: 4618.838867
	Iteration 21Q: 3 clusters Score -1398599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1398600.250000 Penalty: 4618.838867
	Iteration 22Q: 3 clusters Score -1398600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1398602.375000 Penalty: 4618.838867
	Iteration 23Q: 3 clusters Score -1398602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1398601.375000 Penalty: 4618.838867
	Iteration 24Q: 3 clusters Score -1398601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1398604.375000 Penalty: 4618.838867
	Iteration 25Q: 3 clusters Score -1398604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1398607.875000 Penalty: 4618.838867
	Iteration 26Q: 3 clusters Score -1398608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1398606.375000 Penalty: 4618.838867
	Iteration 27Q: 3 clusters Score -1398606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1398605.375000 Penalty: 4618.838867
	Iteration 28Q: 3 clusters Score -1398605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1398605.375000 Penalty: 4618.838867
	Iteration 29F: 3 clusters Score -1398605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -151642.515625 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -151642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -149553.390625 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -149553.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149839.375000 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -149839.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149919.843750 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -149919.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149967.375000 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -149967.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150000.890625 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -150000.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150024.937500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -150024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150038.671875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -150038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150046.828125 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -150046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150055.515625 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -150055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150060.500000 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -150060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150064.000000 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -150064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150064.000000 Penalty: 3519.563232
	Iteration 11F: 3 clusters Score -150064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -303098.250000 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -303098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -300132.625000 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -300132.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -300690.687500 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -300690.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -300840.250000 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -300840.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -300921.750000 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -300921.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -300979.625000 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -300979.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -301020.343750 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -301020.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -301066.031250 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -301066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -301103.375000 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -301103.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -301139.843750 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -301139.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -301188.718750 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -301188.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -301223.218750 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -301223.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301251.531250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -301251.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -301281.187500 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -301281.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -301311.125000 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -301311.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301335.031250 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -301335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -301355.437500 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -301355.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -301370.093750 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -301370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301380.968750 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -301381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -301389.031250 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -301389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -301395.156250 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -301395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301398.125000 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -301398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301398.750000 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -301398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -301399.968750 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -301400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301401.593750 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -301401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301402.187500 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -301402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301402.187500 Penalty: 3879.733887
	Iteration 25F: 3 clusters Score -301402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Entering Unmasked Estep 
Score: -4231116.500000 Penalty: 2577.908691
	Iteration 0F: 2 clusters Score -4231116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4208687.500000 Penalty: 5155.817383
	Iteration 0F: 3 clusters Score -4208688 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4216799.500000 Penalty: 5155.817383
	Iteration 1F: 3 clusters Score -4216800 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4217244.500000 Penalty: 5155.817383
	Iteration 2Q: 3 clusters Score -4217244 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4217611.000000 Penalty: 5155.817383
	Iteration 3Q: 3 clusters Score -4217611 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4218017.500000 Penalty: 5155.817383
	Iteration 4Q: 3 clusters Score -4218018 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4218415.000000 Penalty: 5155.817383
	Iteration 5Q: 3 clusters Score -4218415 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4218851.500000 Penalty: 5155.817383
	Iteration 6Q: 3 clusters Score -4218852 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4219454.500000 Penalty: 5155.817383
	Iteration 7Q: 3 clusters Score -4219454 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4220231.500000 Penalty: 5155.817383
	Iteration 8Q: 3 clusters Score -4220232 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4221285.000000 Penalty: 5155.817383
	Iteration 9F: 3 clusters Score -4221285 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4222556.500000 Penalty: 5155.817383
	Iteration 10F: 3 clusters Score -4222556 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4223959.500000 Penalty: 5155.817383
	Iteration 11F: 3 clusters Score -4223960 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4225092.500000 Penalty: 5155.817383
	Iteration 12Q: 3 clusters Score -4225092 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4225896.500000 Penalty: 5155.817383
	Iteration 13Q: 3 clusters Score -4225896 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4226438.000000 Penalty: 5155.817383
	Iteration 14Q: 3 clusters Score -4226438 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4226850.500000 Penalty: 5155.817383
	Iteration 15Q: 3 clusters Score -4226850 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4227212.500000 Penalty: 5155.817383
	Iteration 16Q: 3 clusters Score -4227212 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4227547.500000 Penalty: 5155.817383
	Iteration 17Q: 3 clusters Score -4227548 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4227806.000000 Penalty: 5155.817383
	Iteration 18Q: 3 clusters Score -4227806 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4228049.000000 Penalty: 5155.817383
	Iteration 19Q: 3 clusters Score -4228049 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4228224.000000 Penalty: 5155.817383
	Iteration 20F: 3 clusters Score -4228224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4228362.000000 Penalty: 5155.817383
	Iteration 21Q: 3 clusters Score -4228362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4228476.500000 Penalty: 5155.817383
	Iteration 22Q: 3 clusters Score -4228476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4228570.500000 Penalty: 5155.817383
	Iteration 23Q: 3 clusters Score -4228570 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4228653.000000 Penalty: 5155.817383
	Iteration 24Q: 3 clusters Score -4228653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4228707.000000 Penalty: 5155.817383
	Iteration 25Q: 3 clusters Score -4228707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4228739.500000 Penalty: 5155.817383
	Iteration 26Q: 3 clusters Score -4228740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4228767.500000 Penalty: 5155.817383
	Iteration 27Q: 3 clusters Score -4228768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4228778.000000 Penalty: 5155.817383
	Iteration 28Q: 3 clusters Score -4228778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4228796.000000 Penalty: 5155.817383
	Iteration 29Q: 3 clusters Score -4228796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4228805.000000 Penalty: 5155.817383
	Iteration 30Q: 3 clusters Score -4228805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4228814.500000 Penalty: 5155.817383
	Iteration 31Q: 3 clusters Score -4228814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4228820.500000 Penalty: 5155.817383
	Iteration 32Q: 3 clusters Score -4228820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4228830.000000 Penalty: 5155.817383
	Iteration 33Q: 3 clusters Score -4228830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4228832.000000 Penalty: 5155.817383
	Iteration 34Q: 3 clusters Score -4228832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4228838.000000 Penalty: 5155.817383
	Iteration 35Q: 3 clusters Score -4228838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4228841.000000 Penalty: 5155.817383
	Iteration 36Q: 3 clusters Score -4228841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4228845.000000 Penalty: 5155.817383
	Iteration 37Q: 3 clusters Score -4228845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4228854.000000 Penalty: 5155.817383
	Iteration 38Q: 3 clusters Score -4228854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4228858.500000 Penalty: 5155.817383
	Iteration 39Q: 3 clusters Score -4228858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4228866.000000 Penalty: 5155.817383
	Iteration 40F: 3 clusters Score -4228866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4228863.500000 Penalty: 5155.817383
	Iteration 41Q: 3 clusters Score -4228864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4228872.500000 Penalty: 5155.817383
	Iteration 42Q: 3 clusters Score -4228872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4228872.500000 Penalty: 5155.817383
	Iteration 43Q: 3 clusters Score -4228872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4228875.000000 Penalty: 5155.817383
	Iteration 44Q: 3 clusters Score -4228875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4228878.500000 Penalty: 5155.817383
	Iteration 45Q: 3 clusters Score -4228878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4228878.000000 Penalty: 5155.817383
	Iteration 46Q: 3 clusters Score -4228878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4228880.000000 Penalty: 5155.817383
	Iteration 47Q: 3 clusters Score -4228880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4228881.500000 Penalty: 5155.817383
	Iteration 48Q: 3 clusters Score -4228882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4228883.000000 Penalty: 5155.817383
	Iteration 49Q: 3 clusters Score -4228883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4228883.000000 Penalty: 5155.817383
	Iteration 50F: 3 clusters Score -4228883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Entering Unmasked Estep 
Score: -5923175.500000 Penalty: 2662.329590
	Iteration 0F: 2 clusters Score -5923176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5892212.500000 Penalty: 5324.659180
	Iteration 0F: 3 clusters Score -5892212 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5903615.500000 Penalty: 5324.659180
	Iteration 1F: 3 clusters Score -5903616 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5904067.500000 Penalty: 5324.659180
	Iteration 2Q: 3 clusters Score -5904068 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5904559.500000 Penalty: 5324.659180
	Iteration 3Q: 3 clusters Score -5904560 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -5904972.000000 Penalty: 5324.659180
	Iteration 4Q: 3 clusters Score -5904972 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -5905491.000000 Penalty: 5324.659180
	Iteration 5Q: 3 clusters Score -5905491 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5906097.000000 Penalty: 5324.659180
	Iteration 6Q: 3 clusters Score -5906097 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -5906861.000000 Penalty: 5324.659180
	Iteration 7Q: 3 clusters Score -5906861 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5907894.000000 Penalty: 5324.659180
	Iteration 8Q: 3 clusters Score -5907894 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5909236.500000 Penalty: 5324.659180
	Iteration 9Q: 3 clusters Score -5909236 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5910856.500000 Penalty: 5324.659180
	Iteration 10F: 3 clusters Score -5910856 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5912752.000000 Penalty: 5324.659180
	Iteration 11F: 3 clusters Score -5912752 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5914771.500000 Penalty: 5324.659180
	Iteration 12F: 3 clusters Score -5914772 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -5916467.500000 Penalty: 5324.659180
	Iteration 13Q: 3 clusters Score -5916468 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5917719.500000 Penalty: 5324.659180
	Iteration 14Q: 3 clusters Score -5917720 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5918575.500000 Penalty: 5324.659180
	Iteration 15Q: 3 clusters Score -5918576 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5919093.000000 Penalty: 5324.659180
	Iteration 16Q: 3 clusters Score -5919093 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5919386.500000 Penalty: 5324.659180
	Iteration 17Q: 3 clusters Score -5919386 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5919566.500000 Penalty: 5324.659180
	Iteration 18Q: 3 clusters Score -5919566 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5919697.000000 Penalty: 5324.659180
	Iteration 19Q: 3 clusters Score -5919697 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -5919840.000000 Penalty: 5324.659180
	Iteration 20F: 3 clusters Score -5919840 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5919926.500000 Penalty: 5324.659180
	Iteration 21Q: 3 clusters Score -5919926 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5919976.500000 Penalty: 5324.659180
	Iteration 22Q: 3 clusters Score -5919976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5920035.000000 Penalty: 5324.659180
	Iteration 23Q: 3 clusters Score -5920035 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5920086.500000 Penalty: 5324.659180
	Iteration 24Q: 3 clusters Score -5920086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5920134.500000 Penalty: 5324.659180
	Iteration 25Q: 3 clusters Score -5920134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5920197.000000 Penalty: 5324.659180
	Iteration 26Q: 3 clusters Score -5920197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5920249.000000 Penalty: 5324.659180
	Iteration 27Q: 3 clusters Score -5920249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5920287.000000 Penalty: 5324.659180
	Iteration 28Q: 3 clusters Score -5920287 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5920313.000000 Penalty: 5324.659180
	Iteration 29Q: 3 clusters Score -5920313 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5920340.000000 Penalty: 5324.659180
	Iteration 30Q: 3 clusters Score -5920340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -5920378.500000 Penalty: 5324.659180
	Iteration 31Q: 3 clusters Score -5920378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -5920410.500000 Penalty: 5324.659180
	Iteration 32Q: 3 clusters Score -5920410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5920421.000000 Penalty: 5324.659180
	Iteration 33Q: 3 clusters Score -5920421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5920460.000000 Penalty: 5324.659180
	Iteration 34Q: 3 clusters Score -5920460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5920461.500000 Penalty: 5324.659180
	Iteration 35Q: 3 clusters Score -5920462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -5920480.500000 Penalty: 5324.659180
	Iteration 36Q: 3 clusters Score -5920480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5920484.000000 Penalty: 5324.659180
	Iteration 37Q: 3 clusters Score -5920484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5920498.500000 Penalty: 5324.659180
	Iteration 38Q: 3 clusters Score -5920498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5920518.500000 Penalty: 5324.659180
	Iteration 39Q: 3 clusters Score -5920518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5920541.500000 Penalty: 5324.659180
	Iteration 40F: 3 clusters Score -5920542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5920565.500000 Penalty: 5324.659180
	Iteration 41Q: 3 clusters Score -5920566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5920572.500000 Penalty: 5324.659180
	Iteration 42Q: 3 clusters Score -5920572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5920605.000000 Penalty: 5324.659180
	Iteration 43Q: 3 clusters Score -5920605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5920616.000000 Penalty: 5324.659180
	Iteration 44Q: 3 clusters Score -5920616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5920629.500000 Penalty: 5324.659180
	Iteration 45Q: 3 clusters Score -5920630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5920632.500000 Penalty: 5324.659180
	Iteration 46Q: 3 clusters Score -5920632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -5920653.500000 Penalty: 5324.659180
	Iteration 47Q: 3 clusters Score -5920654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5920671.000000 Penalty: 5324.659180
	Iteration 48Q: 3 clusters Score -5920671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5920673.000000 Penalty: 5324.659180
	Iteration 49Q: 3 clusters Score -5920673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5920695.000000 Penalty: 5324.659180
	Iteration 50Q: 3 clusters Score -5920695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5920713.500000 Penalty: 5324.659180
	Iteration 51Q: 3 clusters Score -5920714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5920716.500000 Penalty: 5324.659180
	Iteration 52Q: 3 clusters Score -5920716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -5920709.000000 Penalty: 5324.659180
	Iteration 53Q: 3 clusters Score -5920709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -5920724.000000 Penalty: 5324.659180
	Iteration 54Q: 3 clusters Score -5920724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5920742.000000 Penalty: 5324.659180
	Iteration 55Q: 3 clusters Score -5920742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5920736.000000 Penalty: 5324.659180
	Iteration 56Q: 3 clusters Score -5920736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5920749.500000 Penalty: 5324.659180
	Iteration 57Q: 3 clusters Score -5920750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5920755.500000 Penalty: 5324.659180
	Iteration 58Q: 3 clusters Score -5920756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5920775.000000 Penalty: 5324.659180
	Iteration 59Q: 3 clusters Score -5920775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5920786.000000 Penalty: 5324.659180
	Iteration 60F: 3 clusters Score -5920786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5920785.500000 Penalty: 5324.659180
	Iteration 61Q: 3 clusters Score -5920786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5920813.000000 Penalty: 5324.659180
	Iteration 62Q: 3 clusters Score -5920813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5920814.000000 Penalty: 5324.659180
	Iteration 63Q: 3 clusters Score -5920814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5920828.500000 Penalty: 5324.659180
	Iteration 64Q: 3 clusters Score -5920828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5920823.000000 Penalty: 5324.659180
	Iteration 65Q: 3 clusters Score -5920823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5920826.500000 Penalty: 5324.659180
	Iteration 66Q: 3 clusters Score -5920826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -5920836.500000 Penalty: 5324.659180
	Iteration 67Q: 3 clusters Score -5920836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5920845.500000 Penalty: 5324.659180
	Iteration 68Q: 3 clusters Score -5920846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5920851.000000 Penalty: 5324.659180
	Iteration 69Q: 3 clusters Score -5920851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5920877.500000 Penalty: 5324.659180
	Iteration 70Q: 3 clusters Score -5920878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5920883.000000 Penalty: 5324.659180
	Iteration 71Q: 3 clusters Score -5920883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5920894.000000 Penalty: 5324.659180
	Iteration 72Q: 3 clusters Score -5920894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5920896.500000 Penalty: 5324.659180
	Iteration 73Q: 3 clusters Score -5920896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5920904.500000 Penalty: 5324.659180
	Iteration 74Q: 3 clusters Score -5920904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5920895.500000 Penalty: 5324.659180
	Iteration 75Q: 3 clusters Score -5920896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -5920902.000000 Penalty: 5324.659180
	Iteration 76Q: 3 clusters Score -5920902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -5920905.000000 Penalty: 5324.659180
	Iteration 77Q: 3 clusters Score -5920905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5920917.500000 Penalty: 5324.659180
	Iteration 78Q: 3 clusters Score -5920918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -5920926.000000 Penalty: 5324.659180
	Iteration 79Q: 3 clusters Score -5920926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5920932.000000 Penalty: 5324.659180
	Iteration 80F: 3 clusters Score -5920932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5920929.500000 Penalty: 5324.659180
	Iteration 81Q: 3 clusters Score -5920930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -5920928.000000 Penalty: 5324.659180
	Iteration 82Q: 3 clusters Score -5920928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5920936.000000 Penalty: 5324.659180
	Iteration 83Q: 3 clusters Score -5920936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5920942.500000 Penalty: 5324.659180
	Iteration 84Q: 3 clusters Score -5920942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5920941.500000 Penalty: 5324.659180
	Iteration 85Q: 3 clusters Score -5920942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5920940.000000 Penalty: 5324.659180
	Iteration 86Q: 3 clusters Score -5920940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5920939.500000 Penalty: 5324.659180
	Iteration 87Q: 3 clusters Score -5920940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5920940.500000 Penalty: 5324.659180
	Iteration 88Q: 3 clusters Score -5920940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -5920933.000000 Penalty: 5324.659180
	Iteration 89Q: 3 clusters Score -5920933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -5920936.500000 Penalty: 5324.659180
	Iteration 90Q: 3 clusters Score -5920936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5920952.000000 Penalty: 5324.659180
	Iteration 91Q: 3 clusters Score -5920952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -5920956.500000 Penalty: 5324.659180
	Iteration 92Q: 3 clusters Score -5920956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5920961.000000 Penalty: 5324.659180
	Iteration 93Q: 3 clusters Score -5920961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5920958.000000 Penalty: 5324.659180
	Iteration 94Q: 3 clusters Score -5920958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5920955.500000 Penalty: 5324.659180
	Iteration 95Q: 3 clusters Score -5920956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5920957.500000 Penalty: 5324.659180
	Iteration 96Q: 3 clusters Score -5920958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5920962.000000 Penalty: 5324.659180
	Iteration 97Q: 3 clusters Score -5920962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5920964.500000 Penalty: 5324.659180
	Iteration 98Q: 3 clusters Score -5920964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5920959.500000 Penalty: 5324.659180
	Iteration 99Q: 3 clusters Score -5920960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -5920962.500000 Penalty: 5324.659180
	Iteration 100F: 3 clusters Score -5920962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5920963.000000 Penalty: 5324.659180
	Iteration 101Q: 3 clusters Score -5920963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5920961.500000 Penalty: 5324.659180
	Iteration 102Q: 3 clusters Score -5920962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -5920959.500000 Penalty: 5324.659180
	Iteration 103Q: 3 clusters Score -5920960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5920967.500000 Penalty: 5324.659180
	Iteration 104Q: 3 clusters Score -5920968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5920967.500000 Penalty: 5324.659180
	Iteration 105Q: 3 clusters Score -5920968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5920969.000000 Penalty: 5324.659180
	Iteration 106Q: 3 clusters Score -5920969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5920969.000000 Penalty: 5324.659180
	Iteration 107F: 3 clusters Score -5920969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29361.888672 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29361.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29524.355469 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29524.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29578.322266 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29578.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29590.910156 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29590.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29613.859375 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29613.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29620.931641 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -29620.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29626.187500 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -29626.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29626.187500 Penalty: 2785.918457
	Iteration 7F: 3 clusters Score -29626.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195797 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 240479 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53633 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52854 members 
Mstep: Class 16 contains 109686 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32689 members 
Mstep: Class 21 contains 45945 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055672.000000 Penalty: 71542.664062
Iteration 399Q: 22 clusters Score -1.160557e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196084 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 240471 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53678 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 5858 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52828 members 
Mstep: Class 16 contains 109296 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32693 members 
Mstep: Class 21 contains 45974 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055688.000000 Penalty: 71542.664062
Iteration 400F: 22 clusters Score -1.160557e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196370 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 240473 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53723 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52805 members 
Mstep: Class 16 contains 108906 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32699 members 
Mstep: Class 21 contains 46000 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055528.000000 Penalty: 71542.664062
Iteration 401Q: 22 clusters Score -1.160555e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196646 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 240465 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53780 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 5855 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52787 members 
Mstep: Class 16 contains 108506 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32696 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055392.000000 Penalty: 71542.664062
Iteration 402Q: 22 clusters Score -1.160554e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196876 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 240464 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53846 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52761 members 
Mstep: Class 16 contains 108094 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32696 members 
Mstep: Class 21 contains 46064 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055416.000000 Penalty: 71542.664062
Iteration 403Q: 22 clusters Score -1.160554e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137610 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197064 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 8 contains 240462 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53917 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52735 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32692 members 
Mstep: Class 21 contains 46097 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055232.000000 Penalty: 71542.664062
Iteration 404Q: 22 clusters Score -1.160552e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197244 members 
Mstep: Class 7 contains 15848 members 
Mstep: Class 8 contains 240451 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 53977 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52699 members 
Mstep: Class 16 contains 107397 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32685 members 
Mstep: Class 21 contains 46130 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 22 clusters Score -1.160552e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197446 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 8 contains 240439 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54025 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 5847 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52674 members 
Mstep: Class 16 contains 107044 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 32670 members 
Mstep: Class 21 contains 46152 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 406Q: 22 clusters Score -1.160551e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137963 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 197678 members 
Mstep: Class 7 contains 15837 members 
Mstep: Class 8 contains 240422 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54069 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52642 members 
Mstep: Class 16 contains 106703 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32664 members 
Mstep: Class 21 contains 46191 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 407Q: 22 clusters Score -1.160552e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 197862 members 
Mstep: Class 7 contains 15844 members 
Mstep: Class 8 contains 240400 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54122 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52637 members 
Mstep: Class 16 contains 106407 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32658 members 
Mstep: Class 21 contains 46202 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 408Q: 22 clusters Score -1.160552e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 198042 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 8 contains 240392 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54170 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52619 members 
Mstep: Class 16 contains 106103 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32653 members 
Mstep: Class 21 contains 46229 members 
Mstep: Class 22 contains 275 members 
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Iteration 409Q: 22 clusters Score -1.160553e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138207 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 198203 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 240370 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54213 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52592 members 
Mstep: Class 16 contains 105840 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32656 members 
Mstep: Class 21 contains 46261 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 410Q: 22 clusters Score -1.160552e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 198364 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 240369 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54258 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52570 members 
Mstep: Class 16 contains 105555 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32665 members 
Mstep: Class 21 contains 46289 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 411Q: 22 clusters Score -1.160552e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138292 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 198529 members 
Mstep: Class 7 contains 15821 members 
Mstep: Class 8 contains 240367 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54289 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52552 members 
Mstep: Class 16 contains 105311 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32687 members 
Mstep: Class 21 contains 46326 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 412Q: 22 clusters Score -1.160553e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 198670 members 
Mstep: Class 7 contains 15814 members 
Mstep: Class 8 contains 240348 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54328 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52537 members 
Mstep: Class 16 contains 105082 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32694 members 
Mstep: Class 21 contains 46357 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 413Q: 22 clusters Score -1.160554e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 198786 members 
Mstep: Class 7 contains 15811 members 
Mstep: Class 8 contains 240338 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54366 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52521 members 
Mstep: Class 16 contains 104927 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 32685 members 
Mstep: Class 21 contains 46378 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 414Q: 22 clusters Score -1.160551e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138405 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 198919 members 
Mstep: Class 7 contains 15799 members 
Mstep: Class 8 contains 240325 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54398 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52497 members 
Mstep: Class 16 contains 104766 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32686 members 
Mstep: Class 21 contains 46390 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 415Q: 22 clusters Score -1.160552e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199060 members 
Mstep: Class 7 contains 15779 members 
Mstep: Class 8 contains 240315 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54416 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52480 members 
Mstep: Class 16 contains 104625 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 46414 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 416Q: 22 clusters Score -1.160552e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199185 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 240314 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54439 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52457 members 
Mstep: Class 16 contains 104510 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 32681 members 
Mstep: Class 21 contains 46422 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 417Q: 22 clusters Score -1.160554e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138388 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199329 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 240311 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54468 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52438 members 
Mstep: Class 16 contains 104376 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32685 members 
Mstep: Class 21 contains 46437 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 418Q: 22 clusters Score -1.160554e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138384 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199452 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 240302 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54500 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52414 members 
Mstep: Class 16 contains 104234 members 
Mstep: Class 17 contains 11075 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32692 members 
Mstep: Class 21 contains 46451 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 419Q: 22 clusters Score -1.160552e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138373 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199638 members 
Mstep: Class 7 contains 15756 members 
Mstep: Class 8 contains 240295 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54536 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52382 members 
Mstep: Class 16 contains 104055 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32690 members 
Mstep: Class 21 contains 46462 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 420F: 22 clusters Score -1.160552e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199798 members 
Mstep: Class 7 contains 15742 members 
Mstep: Class 8 contains 240287 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54569 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52359 members 
Mstep: Class 16 contains 103901 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32683 members 
Mstep: Class 21 contains 46479 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 421Q: 22 clusters Score -1.16055e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 199955 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 240275 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54598 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52330 members 
Mstep: Class 16 contains 103747 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32679 members 
Mstep: Class 21 contains 46495 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 422Q: 22 clusters Score -1.16055e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200094 members 
Mstep: Class 7 contains 15680 members 
Mstep: Class 8 contains 240270 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52292 members 
Mstep: Class 16 contains 103649 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32677 members 
Mstep: Class 21 contains 46513 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 423Q: 22 clusters Score -1.160549e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138369 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200205 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 240265 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54633 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52267 members 
Mstep: Class 16 contains 103570 members 
Mstep: Class 17 contains 11078 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 32677 members 
Mstep: Class 21 contains 46537 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 424Q: 22 clusters Score -1.160548e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200285 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 240250 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54649 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52249 members 
Mstep: Class 16 contains 103496 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 32675 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 425Q: 22 clusters Score -1.16055e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200368 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 240228 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54660 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5831 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52237 members 
Mstep: Class 16 contains 103431 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 32681 members 
Mstep: Class 21 contains 46572 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 426Q: 22 clusters Score -1.160551e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138344 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200455 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 240217 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54667 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 103372 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32687 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 427Q: 22 clusters Score -1.160551e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138338 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 200547 members 
Mstep: Class 7 contains 15598 members 
Mstep: Class 8 contains 240212 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54673 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52214 members 
Mstep: Class 16 contains 103318 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32690 members 
Mstep: Class 21 contains 46584 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 428Q: 22 clusters Score -1.16055e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138315 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 200625 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 240213 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54683 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52211 members 
Mstep: Class 16 contains 103271 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32686 members 
Mstep: Class 21 contains 46593 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 429Q: 22 clusters Score -1.160548e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 200730 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 240200 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54688 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 103214 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32677 members 
Mstep: Class 21 contains 46588 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 430Q: 22 clusters Score -1.160548e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 200815 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 240180 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54696 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52212 members 
Mstep: Class 16 contains 103153 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32676 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
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Iteration 431Q: 22 clusters Score -1.160549e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 200914 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 240165 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54698 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52205 members 
Mstep: Class 16 contains 103080 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32687 members 
Mstep: Class 21 contains 46595 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 432Q: 22 clusters Score -1.160551e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 200983 members 
Mstep: Class 7 contains 15519 members 
Mstep: Class 8 contains 240152 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54715 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 16 contains 103016 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32688 members 
Mstep: Class 21 contains 46590 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 433Q: 22 clusters Score -1.160551e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138314 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 201060 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 240138 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54722 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52207 members 
Mstep: Class 16 contains 102937 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 32691 members 
Mstep: Class 21 contains 46592 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055208.000000 Penalty: 71542.664062
Iteration 434Q: 22 clusters Score -1.160552e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138314 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 201158 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 240119 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54729 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 16 contains 102869 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 46598 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055280.000000 Penalty: 71542.664062
Iteration 435Q: 22 clusters Score -1.160553e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 201266 members 
Mstep: Class 7 contains 15499 members 
Mstep: Class 8 contains 240102 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54740 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52199 members 
Mstep: Class 16 contains 102780 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32678 members 
Mstep: Class 21 contains 46603 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055232.000000 Penalty: 71542.664062
Iteration 436Q: 22 clusters Score -1.160552e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138290 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 201380 members 
Mstep: Class 7 contains 15497 members 
Mstep: Class 8 contains 240089 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54744 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52197 members 
Mstep: Class 16 contains 102700 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32680 members 
Mstep: Class 21 contains 46596 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055176.000000 Penalty: 71542.664062
Iteration 437Q: 22 clusters Score -1.160552e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201494 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 240082 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54747 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52200 members 
Mstep: Class 16 contains 102621 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32675 members 
Mstep: Class 21 contains 46588 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054872.000000 Penalty: 71542.664062
Iteration 438Q: 22 clusters Score -1.160549e+08 nChanged 328
Entering ConstructFrom: 
Score: -116054872.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (138275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Entering Unmasked Estep 
Score: -17768286.000000 Penalty: 2935.575928
	Iteration 0F: 2 clusters Score -1.776829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -17676926.000000 Penalty: 5871.151855
	Iteration 0F: 3 clusters Score -1.767693e+07 nChanged 65815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -17714606.000000 Penalty: 5871.151855
	Iteration 1F: 3 clusters Score -1.771461e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -17715558.000000 Penalty: 5871.151855
	Iteration 2Q: 3 clusters Score -1.771556e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -17716744.000000 Penalty: 5871.151855
	Iteration 3Q: 3 clusters Score -1.771674e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -17718596.000000 Penalty: 5871.151855
	Iteration 4Q: 3 clusters Score -1.77186e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -17721362.000000 Penalty: 5871.151855
	Iteration 5Q: 3 clusters Score -1.772136e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -17726036.000000 Penalty: 5871.151855
	Iteration 6F: 3 clusters Score -1.772604e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 101204 members 
Entering Unmasked Estep 
Score: -17733376.000000 Penalty: 5871.151855
	Iteration 7F: 3 clusters Score -1.773338e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -17743334.000000 Penalty: 5871.151855
	Iteration 8F: 3 clusters Score -1.774333e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -17752930.000000 Penalty: 5871.151855
	Iteration 9F: 3 clusters Score -1.775293e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -17759430.000000 Penalty: 5871.151855
	Iteration 10F: 3 clusters Score -1.775943e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 133478 members 
Entering Unmasked Estep 
Score: -17762674.000000 Penalty: 5871.151855
	Iteration 11Q: 3 clusters Score -1.776267e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 135308 members 
Entering Unmasked Estep 
Score: -17764178.000000 Penalty: 5871.151855
	Iteration 12Q: 3 clusters Score -1.776418e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -17765012.000000 Penalty: 5871.151855
	Iteration 13Q: 3 clusters Score -1.776501e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -17765352.000000 Penalty: 5871.151855
	Iteration 14Q: 3 clusters Score -1.776535e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -17765604.000000 Penalty: 5871.151855
	Iteration 15Q: 3 clusters Score -1.77656e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -17765758.000000 Penalty: 5871.151855
	Iteration 16Q: 3 clusters Score -1.776576e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -17765826.000000 Penalty: 5871.151855
	Iteration 17Q: 3 clusters Score -1.776583e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -17765848.000000 Penalty: 5871.151855
	Iteration 18Q: 3 clusters Score -1.776585e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -17765890.000000 Penalty: 5871.151855
	Iteration 19Q: 3 clusters Score -1.776589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -17765906.000000 Penalty: 5871.151855
	Iteration 20F: 3 clusters Score -1.776591e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -17765930.000000 Penalty: 5871.151855
	Iteration 21Q: 3 clusters Score -1.776593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -17765948.000000 Penalty: 5871.151855
	Iteration 22Q: 3 clusters Score -1.776595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -17765964.000000 Penalty: 5871.151855
	Iteration 23Q: 3 clusters Score -1.776596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -17765972.000000 Penalty: 5871.151855
	Iteration 24Q: 3 clusters Score -1.776597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 137363 members 
Entering Unmasked Estep 
Score: -17765986.000000 Penalty: 5871.151855
	Iteration 25Q: 3 clusters Score -1.776599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -17765984.000000 Penalty: 5871.151855
	Iteration 26Q: 3 clusters Score -1.776598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -17766022.000000 Penalty: 5871.151855
	Iteration 27Q: 3 clusters Score -1.776602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -17766038.000000 Penalty: 5871.151855
	Iteration 28Q: 3 clusters Score -1.776604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 137403 members 
Entering Unmasked Estep 
Score: -17766050.000000 Penalty: 5871.151855
	Iteration 29Q: 3 clusters Score -1.776605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -17766052.000000 Penalty: 5871.151855
	Iteration 30Q: 3 clusters Score -1.776605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -17766064.000000 Penalty: 5871.151855
	Iteration 31Q: 3 clusters Score -1.776606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -17766078.000000 Penalty: 5871.151855
	Iteration 32Q: 3 clusters Score -1.776608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -17766080.000000 Penalty: 5871.151855
	Iteration 33Q: 3 clusters Score -1.776608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -17766100.000000 Penalty: 5871.151855
	Iteration 34Q: 3 clusters Score -1.77661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -17766088.000000 Penalty: 5871.151855
	Iteration 35Q: 3 clusters Score -1.776609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -17766100.000000 Penalty: 5871.151855
	Iteration 36Q: 3 clusters Score -1.77661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 137430 members 
Entering Unmasked Estep 
Score: -17766102.000000 Penalty: 5871.151855
	Iteration 37Q: 3 clusters Score -1.77661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -17766094.000000 Penalty: 5871.151855
	Iteration 38Q: 3 clusters Score -1.776609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -17766094.000000 Penalty: 5871.151855
	Iteration 39F: 3 clusters Score -1.776609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40819.847656 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40819.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39506.574219 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39506.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39700.648438 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39700.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39794.789062 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -39794.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39868.816406 Penalty: 2946.324951
	Iteration 3Q: 3 clusters Score -39868.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39959.187500 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -39959.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40062.179688 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -40062.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40184.582031 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40184.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40350.070312 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40350.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40508.890625 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40508.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40553.957031 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40553.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40629.734375 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -40629.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40661.273438 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -40661.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40674.289062 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -40674.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40709.304688 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -40709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40726.351562 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -40726.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40731.078125 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -40731.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40749.824219 Penalty: 2946.324951
	Iteration 16Q: 3 clusters Score -40749.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40778.128906 Penalty: 2946.324951
	Iteration 17Q: 3 clusters Score -40778.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40808.152344 Penalty: 2946.324951
	Iteration 18Q: 3 clusters Score -40808.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40881.648438 Penalty: 2946.324951
	Iteration 19Q: 3 clusters Score -40881.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40891.078125 Penalty: 2946.324951
	Iteration 20F: 3 clusters Score -40891.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40919.253906 Penalty: 2946.324951
	Iteration 21Q: 3 clusters Score -40919.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40927.550781 Penalty: 2946.324951
	Iteration 22Q: 3 clusters Score -40927.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40927.550781 Penalty: 2946.324951
	Iteration 23F: 3 clusters Score -40927.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201597 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 240067 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52210 members 
Mstep: Class 16 contains 102538 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32666 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116053160.000000 Penalty: 74949.453125
Splitting cluster 2 changes total score from -116054872.000000 to -116053160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1413565.125000 Penalty: 2321.143555
	Iteration 0F: 2 clusters Score -1413565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1404924.125000 Penalty: 4642.287109
	Iteration 0F: 3 clusters Score -1404924 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1407422.375000 Penalty: 4642.287109
	Iteration 1F: 3 clusters Score -1407422 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1407697.625000 Penalty: 4642.287109
	Iteration 2F: 3 clusters Score -1407698 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1407880.875000 Penalty: 4642.287109
	Iteration 3Q: 3 clusters Score -1407881 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1408011.750000 Penalty: 4642.287109
	Iteration 4Q: 3 clusters Score -1408012 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1408112.250000 Penalty: 4642.287109
	Iteration 5Q: 3 clusters Score -1408112 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1408217.750000 Penalty: 4642.287109
	Iteration 6Q: 3 clusters Score -1408218 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1408313.375000 Penalty: 4642.287109
	Iteration 7Q: 3 clusters Score -1408313 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1408400.250000 Penalty: 4642.287109
	Iteration 8Q: 3 clusters Score -1408400 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1408490.250000 Penalty: 4642.287109
	Iteration 9Q: 3 clusters Score -1408490 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1408596.875000 Penalty: 4642.287109
	Iteration 10Q: 3 clusters Score -1408597 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1408717.250000 Penalty: 4642.287109
	Iteration 11Q: 3 clusters Score -1408717 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1408870.625000 Penalty: 4642.287109
	Iteration 12Q: 3 clusters Score -1408871 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1409035.750000 Penalty: 4642.287109
	Iteration 13Q: 3 clusters Score -1409036 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1409198.375000 Penalty: 4642.287109
	Iteration 14Q: 3 clusters Score -1409198 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1409397.750000 Penalty: 4642.287109
	Iteration 15Q: 3 clusters Score -1409398 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1409636.875000 Penalty: 4642.287109
	Iteration 16Q: 3 clusters Score -1409637 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1409871.250000 Penalty: 4642.287109
	Iteration 17Q: 3 clusters Score -1409871 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1410109.750000 Penalty: 4642.287109
	Iteration 18Q: 3 clusters Score -1410110 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1410378.750000 Penalty: 4642.287109
	Iteration 19Q: 3 clusters Score -1410379 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1410586.625000 Penalty: 4642.287109
	Iteration 20F: 3 clusters Score -1410587 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1410761.375000 Penalty: 4642.287109
	Iteration 21Q: 3 clusters Score -1410761 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1410919.625000 Penalty: 4642.287109
	Iteration 22Q: 3 clusters Score -1410920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1411031.750000 Penalty: 4642.287109
	Iteration 23Q: 3 clusters Score -1411032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1411125.500000 Penalty: 4642.287109
	Iteration 24Q: 3 clusters Score -1411126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1411212.250000 Penalty: 4642.287109
	Iteration 25Q: 3 clusters Score -1411212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1411273.875000 Penalty: 4642.287109
	Iteration 26Q: 3 clusters Score -1411274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1411318.000000 Penalty: 4642.287109
	Iteration 27Q: 3 clusters Score -1411318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1411362.875000 Penalty: 4642.287109
	Iteration 28Q: 3 clusters Score -1411363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1411393.625000 Penalty: 4642.287109
	Iteration 29Q: 3 clusters Score -1411394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1411429.750000 Penalty: 4642.287109
	Iteration 30Q: 3 clusters Score -1411430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1411453.625000 Penalty: 4642.287109
	Iteration 31Q: 3 clusters Score -1411454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1411474.125000 Penalty: 4642.287109
	Iteration 32Q: 3 clusters Score -1411474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1411484.625000 Penalty: 4642.287109
	Iteration 33Q: 3 clusters Score -1411485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1411495.500000 Penalty: 4642.287109
	Iteration 34Q: 3 clusters Score -1411496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1411505.375000 Penalty: 4642.287109
	Iteration 35Q: 3 clusters Score -1411505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1411507.125000 Penalty: 4642.287109
	Iteration 36Q: 3 clusters Score -1411507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1411508.500000 Penalty: 4642.287109
	Iteration 37Q: 3 clusters Score -1411508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1411508.500000 Penalty: 4642.287109
	Iteration 38F: 3 clusters Score -1411508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -123632.695312 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -123632.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121657.242188 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -121657.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121931.453125 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -121931.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122067.351562 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -122067.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122159.062500 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -122159.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122264.265625 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -122264.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122418.859375 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -122418.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -122653.734375 Penalty: 3436.554688
	Iteration 6F: 3 clusters Score -122653.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -122957.531250 Penalty: 3436.554688
	Iteration 7F: 3 clusters Score -122957.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123254.945312 Penalty: 3436.554688
	Iteration 8F: 3 clusters Score -123254.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123385.015625 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -123385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123430.742188 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -123430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -123453.593750 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -123453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123459.000000 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -123459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123463.593750 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -123463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123465.968750 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -123466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123466.617188 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -123466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123468.031250 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -123468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123468.031250 Penalty: 3436.554688
	Iteration 17F: 3 clusters Score -123468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Entering Unmasked Estep 
Score: -25686756.000000 Penalty: 3029.078369
	Iteration 0F: 2 clusters Score -2.568676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -25555814.000000 Penalty: 6058.156738
	Iteration 0F: 3 clusters Score -2.555581e+07 nChanged 96853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -25612274.000000 Penalty: 6058.156738
	Iteration 1F: 3 clusters Score -2.561227e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -25613548.000000 Penalty: 6058.156738
	Iteration 2Q: 3 clusters Score -2.561355e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113879 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -25615230.000000 Penalty: 6058.156738
	Iteration 3Q: 3 clusters Score -2.561523e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -25617972.000000 Penalty: 6058.156738
	Iteration 4Q: 3 clusters Score -2.561797e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131148 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -25623580.000000 Penalty: 6058.156738
	Iteration 5F: 3 clusters Score -2.562358e+07 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145838 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -25633784.000000 Penalty: 6058.156738
	Iteration 6F: 3 clusters Score -2.563378e+07 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -25650086.000000 Penalty: 6058.156738
	Iteration 7F: 3 clusters Score -2.565009e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182176 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -25667584.000000 Penalty: 6058.156738
	Iteration 8F: 3 clusters Score -2.566758e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -25678534.000000 Penalty: 6058.156738
	Iteration 9F: 3 clusters Score -2.567853e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199606 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -25682618.000000 Penalty: 6058.156738
	Iteration 10Q: 3 clusters Score -2.568262e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200952 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -25683604.000000 Penalty: 6058.156738
	Iteration 11Q: 3 clusters Score -2.56836e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201273 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25683940.000000 Penalty: 6058.156738
	Iteration 12Q: 3 clusters Score -2.568394e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201349 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25684052.000000 Penalty: 6058.156738
	Iteration 13Q: 3 clusters Score -2.568405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25684056.000000 Penalty: 6058.156738
	Iteration 14Q: 3 clusters Score -2.568406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201387 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25684076.000000 Penalty: 6058.156738
	Iteration 15Q: 3 clusters Score -2.568408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25684096.000000 Penalty: 6058.156738
	Iteration 16Q: 3 clusters Score -2.56841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201395 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25684110.000000 Penalty: 6058.156738
	Iteration 17Q: 3 clusters Score -2.568411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201398 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25684112.000000 Penalty: 6058.156738
	Iteration 18Q: 3 clusters Score -2.568411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201398 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25684118.000000 Penalty: 6058.156738
	Iteration 19Q: 3 clusters Score -2.568412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201399 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25684118.000000 Penalty: 6058.156738
	Iteration 20F: 3 clusters Score -2.568412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201398 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25684122.000000 Penalty: 6058.156738
	Iteration 21Q: 3 clusters Score -2.568412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201397 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25684132.000000 Penalty: 6058.156738
	Iteration 22Q: 3 clusters Score -2.568413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201397 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25684142.000000 Penalty: 6058.156738
	Iteration 23Q: 3 clusters Score -2.568414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201394 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25684144.000000 Penalty: 6058.156738
	Iteration 24Q: 3 clusters Score -2.568414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201394 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25684144.000000 Penalty: 6058.156738
	Iteration 25F: 3 clusters Score -2.568414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Entering Unmasked Estep 
Score: -2017495.625000 Penalty: 2392.547363
	Iteration 0F: 2 clusters Score -2017496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2006296.375000 Penalty: 4785.094727
	Iteration 0F: 3 clusters Score -2006296 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2009718.875000 Penalty: 4785.094727
	Iteration 1F: 3 clusters Score -2009719 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2010401.500000 Penalty: 4785.094727
	Iteration 3Q: 3 clusters Score -2010402 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2010633.875000 Penalty: 4785.094727
	Iteration 4Q: 3 clusters Score -2010634 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2010823 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2010994.500000 Penalty: 4785.094727
	Iteration 6Q: 3 clusters Score -2010994 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2011172 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2011376 nChanged 536
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2011620.625000 Penalty: 4785.094727
	Iteration 9Q: 3 clusters Score -2011621 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2011926 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2012317 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2012756 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2013231.625000 Penalty: 4785.094727
	Iteration 13Q: 3 clusters Score -2013232 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2013627.625000 Penalty: 4785.094727
	Iteration 14Q: 3 clusters Score -2013628 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2013894.625000 Penalty: 4785.094727
	Iteration 15Q: 3 clusters Score -2013895 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2014050.500000 Penalty: 4785.094727
	Iteration 16Q: 3 clusters Score -2014050 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2014127.625000 Penalty: 4785.094727
	Iteration 17Q: 3 clusters Score -2014128 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2014183.125000 Penalty: 4785.094727
	Iteration 18Q: 3 clusters Score -2014183 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2014222.125000 Penalty: 4785.094727
	Iteration 19Q: 3 clusters Score -2014222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2014241.625000 Penalty: 4785.094727
	Iteration 20F: 3 clusters Score -2014242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2014260.000000 Penalty: 4785.094727
	Iteration 21Q: 3 clusters Score -2014260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2014265.375000 Penalty: 4785.094727
	Iteration 22Q: 3 clusters Score -2014265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2014274.625000 Penalty: 4785.094727
	Iteration 23Q: 3 clusters Score -2014275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2014280.250000 Penalty: 4785.094727
	Iteration 24Q: 3 clusters Score -2014280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2014288.625000 Penalty: 4785.094727
	Iteration 25Q: 3 clusters Score -2014289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2014292.000000 Penalty: 4785.094727
	Iteration 26Q: 3 clusters Score -2014292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2014301.500000 Penalty: 4785.094727
	Iteration 27Q: 3 clusters Score -2014302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2014309.750000 Penalty: 4785.094727
	Iteration 28Q: 3 clusters Score -2014310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2014310.625000 Penalty: 4785.094727
	Iteration 29Q: 3 clusters Score -2014311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2014318.500000 Penalty: 4785.094727
	Iteration 30Q: 3 clusters Score -2014318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2014318.625000 Penalty: 4785.094727
	Iteration 31Q: 3 clusters Score -2014319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2014321.125000 Penalty: 4785.094727
	Iteration 32Q: 3 clusters Score -2014321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2014328.000000 Penalty: 4785.094727
	Iteration 33Q: 3 clusters Score -2014328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2014333.125000 Penalty: 4785.094727
	Iteration 34Q: 3 clusters Score -2014333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2014331.250000 Penalty: 4785.094727
	Iteration 35Q: 3 clusters Score -2014331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2014334.500000 Penalty: 4785.094727
	Iteration 36Q: 3 clusters Score -2014334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2014333.625000 Penalty: 4785.094727
	Iteration 37Q: 3 clusters Score -2014334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2014337.500000 Penalty: 4785.094727
	Iteration 38Q: 3 clusters Score -2014338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2014342.750000 Penalty: 4785.094727
	Iteration 39Q: 3 clusters Score -2014343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2014343.250000 Penalty: 4785.094727
	Iteration 40F: 3 clusters Score -2014343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2014350.125000 Penalty: 4785.094727
	Iteration 41Q: 3 clusters Score -2014350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2014354.375000 Penalty: 4785.094727
	Iteration 42Q: 3 clusters Score -2014354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2014360.750000 Penalty: 4785.094727
	Iteration 43Q: 3 clusters Score -2014361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2014367.625000 Penalty: 4785.094727
	Iteration 44Q: 3 clusters Score -2014368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2014361.000000 Penalty: 4785.094727
	Iteration 45Q: 3 clusters Score -2014361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2014370.125000 Penalty: 4785.094727
	Iteration 46Q: 3 clusters Score -2014370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2014374.000000 Penalty: 4785.094727
	Iteration 47Q: 3 clusters Score -2014374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2014374.375000 Penalty: 4785.094727
	Iteration 48Q: 3 clusters Score -2014374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2014378.125000 Penalty: 4785.094727
	Iteration 49Q: 3 clusters Score -2014378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2014384.875000 Penalty: 4785.094727
	Iteration 50Q: 3 clusters Score -2014385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2014383.500000 Penalty: 4785.094727
	Iteration 51Q: 3 clusters Score -2014384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2014381.000000 Penalty: 4785.094727
	Iteration 52Q: 3 clusters Score -2014381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2014385.500000 Penalty: 4785.094727
	Iteration 53Q: 3 clusters Score -2014386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2014391.750000 Penalty: 4785.094727
	Iteration 54Q: 3 clusters Score -2014392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2014393.250000 Penalty: 4785.094727
	Iteration 55Q: 3 clusters Score -2014393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2014398.625000 Penalty: 4785.094727
	Iteration 56Q: 3 clusters Score -2014399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2014405.750000 Penalty: 4785.094727
	Iteration 57Q: 3 clusters Score -2014406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2014412.125000 Penalty: 4785.094727
	Iteration 58Q: 3 clusters Score -2014412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2014420.125000 Penalty: 4785.094727
	Iteration 59Q: 3 clusters Score -2014420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2014421.125000 Penalty: 4785.094727
	Iteration 60F: 3 clusters Score -2014421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2014422.750000 Penalty: 4785.094727
	Iteration 61Q: 3 clusters Score -2014423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2014421.125000 Penalty: 4785.094727
	Iteration 62Q: 3 clusters Score -2014421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2014420.625000 Penalty: 4785.094727
	Iteration 63Q: 3 clusters Score -2014421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2014419.125000 Penalty: 4785.094727
	Iteration 64Q: 3 clusters Score -2014419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2014422.750000 Penalty: 4785.094727
	Iteration 65Q: 3 clusters Score -2014423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2014420.750000 Penalty: 4785.094727
	Iteration 66Q: 3 clusters Score -2014421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2014419.000000 Penalty: 4785.094727
	Iteration 67Q: 3 clusters Score -2014419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2014418.625000 Penalty: 4785.094727
	Iteration 68Q: 3 clusters Score -2014419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2014421.625000 Penalty: 4785.094727
	Iteration 69Q: 3 clusters Score -2014422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2014423.875000 Penalty: 4785.094727
	Iteration 70Q: 3 clusters Score -2014424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2014427.375000 Penalty: 4785.094727
	Iteration 71Q: 3 clusters Score -2014427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2014423.500000 Penalty: 4785.094727
	Iteration 72Q: 3 clusters Score -2014424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2014426.375000 Penalty: 4785.094727
	Iteration 73Q: 3 clusters Score -2014426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2014425.875000 Penalty: 4785.094727
	Iteration 74Q: 3 clusters Score -2014426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2014425.375000 Penalty: 4785.094727
	Iteration 75Q: 3 clusters Score -2014425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2014425.250000 Penalty: 4785.094727
	Iteration 76Q: 3 clusters Score -2014425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2014424.500000 Penalty: 4785.094727
	Iteration 77Q: 3 clusters Score -2014424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2014428.125000 Penalty: 4785.094727
	Iteration 78Q: 3 clusters Score -2014428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2014430.250000 Penalty: 4785.094727
	Iteration 79Q: 3 clusters Score -2014430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2014432.125000 Penalty: 4785.094727
	Iteration 80F: 3 clusters Score -2014432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2014434.500000 Penalty: 4785.094727
	Iteration 81Q: 3 clusters Score -2014434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2014432.750000 Penalty: 4785.094727
	Iteration 82Q: 3 clusters Score -2014433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2014431.625000 Penalty: 4785.094727
	Iteration 83Q: 3 clusters Score -2014432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2014432.250000 Penalty: 4785.094727
	Iteration 84Q: 3 clusters Score -2014432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2014435.750000 Penalty: 4785.094727
	Iteration 85Q: 3 clusters Score -2014436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2014436.875000 Penalty: 4785.094727
	Iteration 86Q: 3 clusters Score -2014437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2014435.375000 Penalty: 4785.094727
	Iteration 87Q: 3 clusters Score -2014435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2014435.875000 Penalty: 4785.094727
	Iteration 88Q: 3 clusters Score -2014436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2014435.875000 Penalty: 4785.094727
	Iteration 89Q: 3 clusters Score -2014436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2014438.250000 Penalty: 4785.094727
	Iteration 90Q: 3 clusters Score -2014438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2014440.125000 Penalty: 4785.094727
	Iteration 91Q: 3 clusters Score -2014440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2014440.125000 Penalty: 4785.094727
	Iteration 92F: 3 clusters Score -2014440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (240067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240067 members 
Entering Unmasked Estep 
Score: -30681652.000000 Penalty: 3072.391113
	Iteration 0F: 2 clusters Score -3.068165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 120068 members 
Entering Unmasked Estep 
Score: -30582884.000000 Penalty: 6144.782227
	Iteration 0F: 3 clusters Score -3.058288e+07 nChanged 115931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -30650914.000000 Penalty: 6144.782227
	Iteration 1F: 3 clusters Score -3.065091e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120222 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -30652090.000000 Penalty: 6144.782227
	Iteration 2Q: 3 clusters Score -3.065209e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119956 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -30653242.000000 Penalty: 6144.782227
	Iteration 3Q: 3 clusters Score -3.065324e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 120829 members 
Entering Unmasked Estep 
Score: -30654982.000000 Penalty: 6144.782227
	Iteration 4Q: 3 clusters Score -3.065498e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 122210 members 
Entering Unmasked Estep 
Score: -30657240.000000 Penalty: 6144.782227
	Iteration 5Q: 3 clusters Score -3.065724e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115384 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -30660542.000000 Penalty: 6144.782227
	Iteration 6Q: 3 clusters Score -3.066054e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111736 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -30666302.000000 Penalty: 6144.782227
	Iteration 7Q: 3 clusters Score -3.06663e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -30675668.000000 Penalty: 6144.782227
	Iteration 8F: 3 clusters Score -3.067567e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -30686554.000000 Penalty: 6144.782227
	Iteration 9F: 3 clusters Score -3.068655e+07 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -30694778.000000 Penalty: 6144.782227
	Iteration 10F: 3 clusters Score -3.069478e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -30698118.000000 Penalty: 6144.782227
	Iteration 11Q: 3 clusters Score -3.069812e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -30699350.000000 Penalty: 6144.782227
	Iteration 12Q: 3 clusters Score -3.069935e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -30699656.000000 Penalty: 6144.782227
	Iteration 13Q: 3 clusters Score -3.069966e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -30699620.000000 Penalty: 6144.782227
	Iteration 14Q: 3 clusters Score -3.069962e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 162757 members 
Entering Unmasked Estep 
Score: -30699526.000000 Penalty: 6144.782227
	Iteration 15Q: 3 clusters Score -3.069953e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -30699334.000000 Penalty: 6144.782227
	Iteration 16Q: 3 clusters Score -3.069933e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -30699236.000000 Penalty: 6144.782227
	Iteration 17Q: 3 clusters Score -3.069924e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -30698944.000000 Penalty: 6144.782227
	Iteration 18Q: 3 clusters Score -3.069894e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 173567 members 
Entering Unmasked Estep 
Score: -30698578.000000 Penalty: 6144.782227
	Iteration 19Q: 3 clusters Score -3.069858e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -30698370.000000 Penalty: 6144.782227
	Iteration 20F: 3 clusters Score -3.069837e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 176318 members 
Entering Unmasked Estep 
Score: -30697814.000000 Penalty: 6144.782227
	Iteration 21Q: 3 clusters Score -3.069781e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 176986 members 
Entering Unmasked Estep 
Score: -30697456.000000 Penalty: 6144.782227
	Iteration 22Q: 3 clusters Score -3.069746e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -30697182.000000 Penalty: 6144.782227
	Iteration 23Q: 3 clusters Score -3.069718e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -30696972.000000 Penalty: 6144.782227
	Iteration 24Q: 3 clusters Score -3.069697e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -30696848.000000 Penalty: 6144.782227
	Iteration 25Q: 3 clusters Score -3.069685e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -30696610.000000 Penalty: 6144.782227
	Iteration 26Q: 3 clusters Score -3.069661e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 176593 members 
Entering Unmasked Estep 
Score: -30696492.000000 Penalty: 6144.782227
	Iteration 27Q: 3 clusters Score -3.069649e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 175917 members 
Entering Unmasked Estep 
Score: -30696338.000000 Penalty: 6144.782227
	Iteration 28Q: 3 clusters Score -3.069634e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -30696230.000000 Penalty: 6144.782227
	Iteration 29Q: 3 clusters Score -3.069623e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -30696276.000000 Penalty: 6144.782227
	Iteration 30Q: 3 clusters Score -3.069628e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 172772 members 
Entering Unmasked Estep 
Score: -30696172.000000 Penalty: 6144.782227
	Iteration 31Q: 3 clusters Score -3.069617e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -30696250.000000 Penalty: 6144.782227
	Iteration 32Q: 3 clusters Score -3.069625e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 169756 members 
Entering Unmasked Estep 
Score: -30696588.000000 Penalty: 6144.782227
	Iteration 33Q: 3 clusters Score -3.069659e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -30696638.000000 Penalty: 6144.782227
	Iteration 34Q: 3 clusters Score -3.069664e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -30696844.000000 Penalty: 6144.782227
	Iteration 35Q: 3 clusters Score -3.069684e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 164641 members 
Entering Unmasked Estep 
Score: -30696842.000000 Penalty: 6144.782227
	Iteration 36Q: 3 clusters Score -3.069684e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -30696986.000000 Penalty: 6144.782227
	Iteration 37Q: 3 clusters Score -3.069699e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -30697026.000000 Penalty: 6144.782227
	Iteration 38Q: 3 clusters Score -3.069703e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -30697118.000000 Penalty: 6144.782227
	Iteration 39Q: 3 clusters Score -3.069712e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -30697460.000000 Penalty: 6144.782227
	Iteration 40F: 3 clusters Score -3.069746e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -30697460.000000 Penalty: 6144.782227
	Iteration 41Q: 3 clusters Score -3.069746e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 154770 members 
Entering Unmasked Estep 
Score: -30697706.000000 Penalty: 6144.782227
	Iteration 42Q: 3 clusters Score -3.069771e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 152977 members 
Entering Unmasked Estep 
Score: -30698058.000000 Penalty: 6144.782227
	Iteration 43Q: 3 clusters Score -3.069806e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -30698212.000000 Penalty: 6144.782227
	Iteration 44Q: 3 clusters Score -3.069821e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -30698338.000000 Penalty: 6144.782227
	Iteration 45Q: 3 clusters Score -3.069834e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -30698512.000000 Penalty: 6144.782227
	Iteration 46Q: 3 clusters Score -3.069851e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -30698756.000000 Penalty: 6144.782227
	Iteration 47Q: 3 clusters Score -3.069876e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -30698852.000000 Penalty: 6144.782227
	Iteration 48Q: 3 clusters Score -3.069885e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -30698932.000000 Penalty: 6144.782227
	Iteration 49Q: 3 clusters Score -3.069893e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -30699154.000000 Penalty: 6144.782227
	Iteration 50Q: 3 clusters Score -3.069915e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 137796 members 
Entering Unmasked Estep 
Score: -30699228.000000 Penalty: 6144.782227
	Iteration 51Q: 3 clusters Score -3.069923e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -30699336.000000 Penalty: 6144.782227
	Iteration 52Q: 3 clusters Score -3.069934e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 133492 members 
Entering Unmasked Estep 
Score: -30699460.000000 Penalty: 6144.782227
	Iteration 53Q: 3 clusters Score -3.069946e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -30699634.000000 Penalty: 6144.782227
	Iteration 54Q: 3 clusters Score -3.069963e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -30699742.000000 Penalty: 6144.782227
	Iteration 55Q: 3 clusters Score -3.069974e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -30700124.000000 Penalty: 6144.782227
	Iteration 56Q: 3 clusters Score -3.070012e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -30700440.000000 Penalty: 6144.782227
	Iteration 57Q: 3 clusters Score -3.070044e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -30700600.000000 Penalty: 6144.782227
	Iteration 58Q: 3 clusters Score -3.07006e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121581 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -30700922.000000 Penalty: 6144.782227
	Iteration 59Q: 3 clusters Score -3.070092e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 115787 members 
Entering Unmasked Estep 
Score: -30701388.000000 Penalty: 6144.782227
	Iteration 60F: 3 clusters Score -3.070139e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -30702034.000000 Penalty: 6144.782227
	Iteration 61Q: 3 clusters Score -3.070203e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131341 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -30702900.000000 Penalty: 6144.782227
	Iteration 62Q: 3 clusters Score -3.07029e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -30704086.000000 Penalty: 6144.782227
	Iteration 63Q: 3 clusters Score -3.070409e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140259 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -30704994.000000 Penalty: 6144.782227
	Iteration 64Q: 3 clusters Score -3.070499e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -30706098.000000 Penalty: 6144.782227
	Iteration 65Q: 3 clusters Score -3.07061e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -30706826.000000 Penalty: 6144.782227
	Iteration 66Q: 3 clusters Score -3.070683e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -30706952.000000 Penalty: 6144.782227
	Iteration 67Q: 3 clusters Score -3.070695e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -30706694.000000 Penalty: 6144.782227
	Iteration 68Q: 3 clusters Score -3.070669e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165743 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -30706192.000000 Penalty: 6144.782227
	Iteration 69Q: 3 clusters Score -3.070619e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -30705140.000000 Penalty: 6144.782227
	Iteration 70Q: 3 clusters Score -3.070514e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -30703786.000000 Penalty: 6144.782227
	Iteration 71Q: 3 clusters Score -3.070379e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -30702088.000000 Penalty: 6144.782227
	Iteration 72Q: 3 clusters Score -3.070209e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -30700454.000000 Penalty: 6144.782227
	Iteration 73Q: 3 clusters Score -3.070045e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -30698704.000000 Penalty: 6144.782227
	Iteration 74Q: 3 clusters Score -3.06987e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189726 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -30697272.000000 Penalty: 6144.782227
	Iteration 75Q: 3 clusters Score -3.069727e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191881 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -30696166.000000 Penalty: 6144.782227
	Iteration 76Q: 3 clusters Score -3.069617e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -30695350.000000 Penalty: 6144.782227
	Iteration 77Q: 3 clusters Score -3.069535e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195222 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -30694646.000000 Penalty: 6144.782227
	Iteration 78Q: 3 clusters Score -3.069465e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196612 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -30693964.000000 Penalty: 6144.782227
	Iteration 79Q: 3 clusters Score -3.069396e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197807 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -30695872.000000 Penalty: 6144.782227
	Iteration 80F: 3 clusters Score -3.069587e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200613 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -30695000.000000 Penalty: 6144.782227
	Iteration 81Q: 3 clusters Score -3.0695e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202830 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -30693924.000000 Penalty: 6144.782227
	Iteration 82Q: 3 clusters Score -3.069392e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -30693100.000000 Penalty: 6144.782227
	Iteration 83Q: 3 clusters Score -3.06931e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206099 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -30692338.000000 Penalty: 6144.782227
	Iteration 84Q: 3 clusters Score -3.069234e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207320 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -30691748.000000 Penalty: 6144.782227
	Iteration 85Q: 3 clusters Score -3.069175e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208410 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -30691384.000000 Penalty: 6144.782227
	Iteration 86Q: 3 clusters Score -3.069138e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209381 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -30691140.000000 Penalty: 6144.782227
	Iteration 87Q: 3 clusters Score -3.069114e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210254 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -30690900.000000 Penalty: 6144.782227
	Iteration 88Q: 3 clusters Score -3.06909e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211037 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -30690744.000000 Penalty: 6144.782227
	Iteration 89Q: 3 clusters Score -3.069074e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211761 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -30690722.000000 Penalty: 6144.782227
	Iteration 90Q: 3 clusters Score -3.069072e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212498 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -30690572.000000 Penalty: 6144.782227
	Iteration 91Q: 3 clusters Score -3.069057e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213238 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -30690494.000000 Penalty: 6144.782227
	Iteration 92Q: 3 clusters Score -3.069049e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213868 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -30690468.000000 Penalty: 6144.782227
	Iteration 93Q: 3 clusters Score -3.069047e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214428 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -30690478.000000 Penalty: 6144.782227
	Iteration 94Q: 3 clusters Score -3.069048e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214987 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -30690352.000000 Penalty: 6144.782227
	Iteration 95Q: 3 clusters Score -3.069035e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215533 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -30690190.000000 Penalty: 6144.782227
	Iteration 96Q: 3 clusters Score -3.069019e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216080 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -30690122.000000 Penalty: 6144.782227
	Iteration 97Q: 3 clusters Score -3.069012e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216606 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -30690022.000000 Penalty: 6144.782227
	Iteration 98Q: 3 clusters Score -3.069002e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217080 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -30689874.000000 Penalty: 6144.782227
	Iteration 99Q: 3 clusters Score -3.068987e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217551 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -30689782.000000 Penalty: 6144.782227
	Iteration 100F: 3 clusters Score -3.068978e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217980 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -30689654.000000 Penalty: 6144.782227
	Iteration 101Q: 3 clusters Score -3.068965e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218409 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -30689606.000000 Penalty: 6144.782227
	Iteration 102Q: 3 clusters Score -3.068961e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218837 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -30689418.000000 Penalty: 6144.782227
	Iteration 103Q: 3 clusters Score -3.068942e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219261 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -30689350.000000 Penalty: 6144.782227
	Iteration 104Q: 3 clusters Score -3.068935e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219641 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -30689226.000000 Penalty: 6144.782227
	Iteration 105Q: 3 clusters Score -3.068923e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220001 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -30689132.000000 Penalty: 6144.782227
	Iteration 106Q: 3 clusters Score -3.068913e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220352 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -30688958.000000 Penalty: 6144.782227
	Iteration 107Q: 3 clusters Score -3.068896e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -30688852.000000 Penalty: 6144.782227
	Iteration 108Q: 3 clusters Score -3.068885e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221039 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -30688704.000000 Penalty: 6144.782227
	Iteration 109Q: 3 clusters Score -3.06887e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -30688554.000000 Penalty: 6144.782227
	Iteration 110Q: 3 clusters Score -3.068855e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221621 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -30688400.000000 Penalty: 6144.782227
	Iteration 111Q: 3 clusters Score -3.06884e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221869 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -30688342.000000 Penalty: 6144.782227
	Iteration 112Q: 3 clusters Score -3.068834e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222102 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -30688292.000000 Penalty: 6144.782227
	Iteration 113Q: 3 clusters Score -3.068829e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222318 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -30688154.000000 Penalty: 6144.782227
	Iteration 114Q: 3 clusters Score -3.068815e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222547 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -30688068.000000 Penalty: 6144.782227
	Iteration 115Q: 3 clusters Score -3.068807e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222780 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -30687936.000000 Penalty: 6144.782227
	Iteration 116Q: 3 clusters Score -3.068794e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223003 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -30687856.000000 Penalty: 6144.782227
	Iteration 117Q: 3 clusters Score -3.068786e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223196 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -30687788.000000 Penalty: 6144.782227
	Iteration 118Q: 3 clusters Score -3.068779e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223365 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -30687690.000000 Penalty: 6144.782227
	Iteration 119Q: 3 clusters Score -3.068769e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223505 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -30687612.000000 Penalty: 6144.782227
	Iteration 120F: 3 clusters Score -3.068761e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223641 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -30687500.000000 Penalty: 6144.782227
	Iteration 121Q: 3 clusters Score -3.06875e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223774 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -30687448.000000 Penalty: 6144.782227
	Iteration 122Q: 3 clusters Score -3.068745e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223896 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -30687382.000000 Penalty: 6144.782227
	Iteration 123Q: 3 clusters Score -3.068738e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224010 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -30687352.000000 Penalty: 6144.782227
	Iteration 124Q: 3 clusters Score -3.068735e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224120 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -30687264.000000 Penalty: 6144.782227
	Iteration 125Q: 3 clusters Score -3.068726e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224228 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -30687198.000000 Penalty: 6144.782227
	Iteration 126Q: 3 clusters Score -3.06872e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224340 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -30687086.000000 Penalty: 6144.782227
	Iteration 127Q: 3 clusters Score -3.068709e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224462 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -30686998.000000 Penalty: 6144.782227
	Iteration 128Q: 3 clusters Score -3.0687e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224584 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -30686948.000000 Penalty: 6144.782227
	Iteration 129Q: 3 clusters Score -3.068695e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224709 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -30686904.000000 Penalty: 6144.782227
	Iteration 130Q: 3 clusters Score -3.06869e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224828 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -30686838.000000 Penalty: 6144.782227
	Iteration 131Q: 3 clusters Score -3.068684e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224963 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -30686752.000000 Penalty: 6144.782227
	Iteration 132Q: 3 clusters Score -3.068675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225090 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -30686680.000000 Penalty: 6144.782227
	Iteration 133Q: 3 clusters Score -3.068668e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225210 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -30686642.000000 Penalty: 6144.782227
	Iteration 134Q: 3 clusters Score -3.068664e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225328 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -30686596.000000 Penalty: 6144.782227
	Iteration 135Q: 3 clusters Score -3.06866e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225445 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -30686532.000000 Penalty: 6144.782227
	Iteration 136Q: 3 clusters Score -3.068653e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225548 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -30686466.000000 Penalty: 6144.782227
	Iteration 137Q: 3 clusters Score -3.068647e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225655 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -30686408.000000 Penalty: 6144.782227
	Iteration 138Q: 3 clusters Score -3.068641e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225762 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -30686378.000000 Penalty: 6144.782227
	Iteration 139Q: 3 clusters Score -3.068638e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225889 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -30686276.000000 Penalty: 6144.782227
	Iteration 140F: 3 clusters Score -3.068628e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225989 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -30686180.000000 Penalty: 6144.782227
	Iteration 141Q: 3 clusters Score -3.068618e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226094 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -30686096.000000 Penalty: 6144.782227
	Iteration 142Q: 3 clusters Score -3.06861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226190 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -30686074.000000 Penalty: 6144.782227
	Iteration 143Q: 3 clusters Score -3.068607e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226300 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -30685962.000000 Penalty: 6144.782227
	Iteration 144Q: 3 clusters Score -3.068596e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226408 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -30685944.000000 Penalty: 6144.782227
	Iteration 145Q: 3 clusters Score -3.068594e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226518 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -30685850.000000 Penalty: 6144.782227
	Iteration 146Q: 3 clusters Score -3.068585e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226614 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -30685800.000000 Penalty: 6144.782227
	Iteration 147Q: 3 clusters Score -3.06858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226696 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -30685698.000000 Penalty: 6144.782227
	Iteration 148Q: 3 clusters Score -3.06857e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226772 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -30685696.000000 Penalty: 6144.782227
	Iteration 149Q: 3 clusters Score -3.06857e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226852 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -30685626.000000 Penalty: 6144.782227
	Iteration 150Q: 3 clusters Score -3.068563e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226936 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -30685602.000000 Penalty: 6144.782227
	Iteration 151Q: 3 clusters Score -3.06856e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227033 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -30685532.000000 Penalty: 6144.782227
	Iteration 152Q: 3 clusters Score -3.068553e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227123 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -30685490.000000 Penalty: 6144.782227
	Iteration 153Q: 3 clusters Score -3.068549e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227216 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -30685430.000000 Penalty: 6144.782227
	Iteration 154Q: 3 clusters Score -3.068543e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227297 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -30685406.000000 Penalty: 6144.782227
	Iteration 155Q: 3 clusters Score -3.068541e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227392 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -30685352.000000 Penalty: 6144.782227
	Iteration 156Q: 3 clusters Score -3.068535e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227488 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -30685322.000000 Penalty: 6144.782227
	Iteration 157Q: 3 clusters Score -3.068532e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227577 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -30685288.000000 Penalty: 6144.782227
	Iteration 158Q: 3 clusters Score -3.068529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227671 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -30685240.000000 Penalty: 6144.782227
	Iteration 159Q: 3 clusters Score -3.068524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227763 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -30685182.000000 Penalty: 6144.782227
	Iteration 160F: 3 clusters Score -3.068518e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227858 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -30685180.000000 Penalty: 6144.782227
	Iteration 161Q: 3 clusters Score -3.068518e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227947 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -30685166.000000 Penalty: 6144.782227
	Iteration 162Q: 3 clusters Score -3.068517e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228026 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -30685134.000000 Penalty: 6144.782227
	Iteration 163Q: 3 clusters Score -3.068513e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228112 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -30685090.000000 Penalty: 6144.782227
	Iteration 164Q: 3 clusters Score -3.068509e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228201 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -30685072.000000 Penalty: 6144.782227
	Iteration 165Q: 3 clusters Score -3.068507e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228296 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -30684982.000000 Penalty: 6144.782227
	Iteration 166Q: 3 clusters Score -3.068498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228396 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -30684964.000000 Penalty: 6144.782227
	Iteration 167Q: 3 clusters Score -3.068496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228497 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -30684904.000000 Penalty: 6144.782227
	Iteration 168Q: 3 clusters Score -3.06849e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228616 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -30684882.000000 Penalty: 6144.782227
	Iteration 169Q: 3 clusters Score -3.068488e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228726 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -30684832.000000 Penalty: 6144.782227
	Iteration 170Q: 3 clusters Score -3.068483e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228819 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -30684764.000000 Penalty: 6144.782227
	Iteration 171Q: 3 clusters Score -3.068476e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -30684708.000000 Penalty: 6144.782227
	Iteration 172Q: 3 clusters Score -3.068471e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228981 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -30684676.000000 Penalty: 6144.782227
	Iteration 173Q: 3 clusters Score -3.068468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229064 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -30684632.000000 Penalty: 6144.782227
	Iteration 174Q: 3 clusters Score -3.068463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229145 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -30684564.000000 Penalty: 6144.782227
	Iteration 175Q: 3 clusters Score -3.068456e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229220 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -30684572.000000 Penalty: 6144.782227
	Iteration 176Q: 3 clusters Score -3.068457e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229291 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -30684526.000000 Penalty: 6144.782227
	Iteration 177Q: 3 clusters Score -3.068453e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229372 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -30684538.000000 Penalty: 6144.782227
	Iteration 178Q: 3 clusters Score -3.068454e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -30684510.000000 Penalty: 6144.782227
	Iteration 179Q: 3 clusters Score -3.068451e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229550 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -30684444.000000 Penalty: 6144.782227
	Iteration 180F: 3 clusters Score -3.068444e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229637 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -30684436.000000 Penalty: 6144.782227
	Iteration 181Q: 3 clusters Score -3.068444e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229715 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -30684408.000000 Penalty: 6144.782227
	Iteration 182Q: 3 clusters Score -3.068441e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229793 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -30684400.000000 Penalty: 6144.782227
	Iteration 183Q: 3 clusters Score -3.06844e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229880 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -30684320.000000 Penalty: 6144.782227
	Iteration 184Q: 3 clusters Score -3.068432e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229969 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -30684270.000000 Penalty: 6144.782227
	Iteration 185Q: 3 clusters Score -3.068427e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230060 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -30684228.000000 Penalty: 6144.782227
	Iteration 186Q: 3 clusters Score -3.068423e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230150 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -30684164.000000 Penalty: 6144.782227
	Iteration 187Q: 3 clusters Score -3.068416e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230230 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -30684122.000000 Penalty: 6144.782227
	Iteration 188Q: 3 clusters Score -3.068412e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230318 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -30684100.000000 Penalty: 6144.782227
	Iteration 189Q: 3 clusters Score -3.06841e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230412 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -30684046.000000 Penalty: 6144.782227
	Iteration 190Q: 3 clusters Score -3.068405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230491 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -30683972.000000 Penalty: 6144.782227
	Iteration 191Q: 3 clusters Score -3.068397e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230581 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -30683894.000000 Penalty: 6144.782227
	Iteration 192Q: 3 clusters Score -3.068389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230658 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -30683858.000000 Penalty: 6144.782227
	Iteration 193Q: 3 clusters Score -3.068386e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230738 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -30683838.000000 Penalty: 6144.782227
	Iteration 194Q: 3 clusters Score -3.068384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230831 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -30683812.000000 Penalty: 6144.782227
	Iteration 195Q: 3 clusters Score -3.068381e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230906 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -30683784.000000 Penalty: 6144.782227
	Iteration 196Q: 3 clusters Score -3.068378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230962 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -30683746.000000 Penalty: 6144.782227
	Iteration 197Q: 3 clusters Score -3.068375e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231022 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -30683732.000000 Penalty: 6144.782227
	Iteration 198Q: 3 clusters Score -3.068373e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231074 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -30683682.000000 Penalty: 6144.782227
	Iteration 199Q: 3 clusters Score -3.068368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231127 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -30683642.000000 Penalty: 6144.782227
	Iteration 200F: 3 clusters Score -3.068364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231177 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -30683606.000000 Penalty: 6144.782227
	Iteration 201Q: 3 clusters Score -3.068361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231244 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -30683584.000000 Penalty: 6144.782227
	Iteration 202Q: 3 clusters Score -3.068358e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231314 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -30683544.000000 Penalty: 6144.782227
	Iteration 203Q: 3 clusters Score -3.068354e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231383 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -30683462.000000 Penalty: 6144.782227
	Iteration 204Q: 3 clusters Score -3.068346e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231448 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -30683422.000000 Penalty: 6144.782227
	Iteration 205Q: 3 clusters Score -3.068342e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231500 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -30683330.000000 Penalty: 6144.782227
	Iteration 206Q: 3 clusters Score -3.068333e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231564 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -30683266.000000 Penalty: 6144.782227
	Iteration 207Q: 3 clusters Score -3.068327e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231626 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -30683172.000000 Penalty: 6144.782227
	Iteration 208Q: 3 clusters Score -3.068317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231666 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -30683140.000000 Penalty: 6144.782227
	Iteration 209Q: 3 clusters Score -3.068314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231712 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -30683146.000000 Penalty: 6144.782227
	Iteration 210Q: 3 clusters Score -3.068315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231760 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -30683120.000000 Penalty: 6144.782227
	Iteration 211Q: 3 clusters Score -3.068312e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231815 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -30683088.000000 Penalty: 6144.782227
	Iteration 212Q: 3 clusters Score -3.068309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231867 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -30683084.000000 Penalty: 6144.782227
	Iteration 213Q: 3 clusters Score -3.068308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231928 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -30683096.000000 Penalty: 6144.782227
	Iteration 214Q: 3 clusters Score -3.06831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231998 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -30683084.000000 Penalty: 6144.782227
	Iteration 215Q: 3 clusters Score -3.068308e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232060 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -30683080.000000 Penalty: 6144.782227
	Iteration 216Q: 3 clusters Score -3.068308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232124 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -30683054.000000 Penalty: 6144.782227
	Iteration 217Q: 3 clusters Score -3.068305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232199 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -30682980.000000 Penalty: 6144.782227
	Iteration 218Q: 3 clusters Score -3.068298e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232278 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -30682908.000000 Penalty: 6144.782227
	Iteration 219Q: 3 clusters Score -3.068291e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232350 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -30682872.000000 Penalty: 6144.782227
	Iteration 220F: 3 clusters Score -3.068287e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232410 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -30682872.000000 Penalty: 6144.782227
	Iteration 221Q: 3 clusters Score -3.068287e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232464 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -30682860.000000 Penalty: 6144.782227
	Iteration 222Q: 3 clusters Score -3.068286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232512 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -30682842.000000 Penalty: 6144.782227
	Iteration 223Q: 3 clusters Score -3.068284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232553 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -30682836.000000 Penalty: 6144.782227
	Iteration 224Q: 3 clusters Score -3.068284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232595 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -30682802.000000 Penalty: 6144.782227
	Iteration 225Q: 3 clusters Score -3.06828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232642 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -30682798.000000 Penalty: 6144.782227
	Iteration 226Q: 3 clusters Score -3.06828e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -30682782.000000 Penalty: 6144.782227
	Iteration 227Q: 3 clusters Score -3.068278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232743 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -30682738.000000 Penalty: 6144.782227
	Iteration 228Q: 3 clusters Score -3.068274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232794 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -30682704.000000 Penalty: 6144.782227
	Iteration 229Q: 3 clusters Score -3.06827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232855 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -30682692.000000 Penalty: 6144.782227
	Iteration 230Q: 3 clusters Score -3.068269e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232917 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -30682682.000000 Penalty: 6144.782227
	Iteration 231Q: 3 clusters Score -3.068268e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232982 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -30682624.000000 Penalty: 6144.782227
	Iteration 232Q: 3 clusters Score -3.068262e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233054 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -30682580.000000 Penalty: 6144.782227
	Iteration 233Q: 3 clusters Score -3.068258e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233132 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -30682604.000000 Penalty: 6144.782227
	Iteration 234Q: 3 clusters Score -3.06826e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233198 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -30682548.000000 Penalty: 6144.782227
	Iteration 235Q: 3 clusters Score -3.068255e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233260 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -30682562.000000 Penalty: 6144.782227
	Iteration 236Q: 3 clusters Score -3.068256e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233321 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -30682546.000000 Penalty: 6144.782227
	Iteration 237Q: 3 clusters Score -3.068255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233370 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -30682548.000000 Penalty: 6144.782227
	Iteration 238Q: 3 clusters Score -3.068255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233417 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -30682510.000000 Penalty: 6144.782227
	Iteration 239Q: 3 clusters Score -3.068251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233460 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -30682486.000000 Penalty: 6144.782227
	Iteration 240F: 3 clusters Score -3.068249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233501 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -30682496.000000 Penalty: 6144.782227
	Iteration 241Q: 3 clusters Score -3.06825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233540 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -30682472.000000 Penalty: 6144.782227
	Iteration 242Q: 3 clusters Score -3.068247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233572 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -30682444.000000 Penalty: 6144.782227
	Iteration 243Q: 3 clusters Score -3.068244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233600 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -30682448.000000 Penalty: 6144.782227
	Iteration 244Q: 3 clusters Score -3.068245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -30682452.000000 Penalty: 6144.782227
	Iteration 245Q: 3 clusters Score -3.068245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233655 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -30682398.000000 Penalty: 6144.782227
	Iteration 246Q: 3 clusters Score -3.06824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233684 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -30682384.000000 Penalty: 6144.782227
	Iteration 247Q: 3 clusters Score -3.068238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233720 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -30682388.000000 Penalty: 6144.782227
	Iteration 248Q: 3 clusters Score -3.068239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233750 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -30682386.000000 Penalty: 6144.782227
	Iteration 249Q: 3 clusters Score -3.068239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233780 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -30682344.000000 Penalty: 6144.782227
	Iteration 250Q: 3 clusters Score -3.068234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233806 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -30682344.000000 Penalty: 6144.782227
	Iteration 251Q: 3 clusters Score -3.068234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233831 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -30682318.000000 Penalty: 6144.782227
	Iteration 252Q: 3 clusters Score -3.068232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233853 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -30682302.000000 Penalty: 6144.782227
	Iteration 253Q: 3 clusters Score -3.06823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233877 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -30682292.000000 Penalty: 6144.782227
	Iteration 254Q: 3 clusters Score -3.068229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233904 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -30682270.000000 Penalty: 6144.782227
	Iteration 255Q: 3 clusters Score -3.068227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233920 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -30682234.000000 Penalty: 6144.782227
	Iteration 256Q: 3 clusters Score -3.068223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233933 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -30682222.000000 Penalty: 6144.782227
	Iteration 257Q: 3 clusters Score -3.068222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233958 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -30682236.000000 Penalty: 6144.782227
	Iteration 258Q: 3 clusters Score -3.068224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233984 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -30682194.000000 Penalty: 6144.782227
	Iteration 259Q: 3 clusters Score -3.068219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234002 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -30682206.000000 Penalty: 6144.782227
	Iteration 260F: 3 clusters Score -3.068221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -30682206.000000 Penalty: 6144.782227
	Iteration 261Q: 3 clusters Score -3.068221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234032 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -30682218.000000 Penalty: 6144.782227
	Iteration 262Q: 3 clusters Score -3.068222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234050 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -30682200.000000 Penalty: 6144.782227
	Iteration 263Q: 3 clusters Score -3.06822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234067 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -30682166.000000 Penalty: 6144.782227
	Iteration 264Q: 3 clusters Score -3.068217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234078 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -30682170.000000 Penalty: 6144.782227
	Iteration 265Q: 3 clusters Score -3.068217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234095 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -30682172.000000 Penalty: 6144.782227
	Iteration 266Q: 3 clusters Score -3.068217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234113 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -30682172.000000 Penalty: 6144.782227
	Iteration 267Q: 3 clusters Score -3.068217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234135 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -30682152.000000 Penalty: 6144.782227
	Iteration 268Q: 3 clusters Score -3.068215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234161 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -30682152.000000 Penalty: 6144.782227
	Iteration 269Q: 3 clusters Score -3.068215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234181 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -30682164.000000 Penalty: 6144.782227
	Iteration 270Q: 3 clusters Score -3.068216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234191 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -30682132.000000 Penalty: 6144.782227
	Iteration 271Q: 3 clusters Score -3.068213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234204 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -30682138.000000 Penalty: 6144.782227
	Iteration 272Q: 3 clusters Score -3.068214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234223 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -30682120.000000 Penalty: 6144.782227
	Iteration 273Q: 3 clusters Score -3.068212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234238 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -30682140.000000 Penalty: 6144.782227
	Iteration 274Q: 3 clusters Score -3.068214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234255 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -30682122.000000 Penalty: 6144.782227
	Iteration 275Q: 3 clusters Score -3.068212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234275 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -30682136.000000 Penalty: 6144.782227
	Iteration 276Q: 3 clusters Score -3.068214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234295 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -30682110.000000 Penalty: 6144.782227
	Iteration 277Q: 3 clusters Score -3.068211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234314 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -30682090.000000 Penalty: 6144.782227
	Iteration 278Q: 3 clusters Score -3.068209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234332 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -30682086.000000 Penalty: 6144.782227
	Iteration 279Q: 3 clusters Score -3.068209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -30682106.000000 Penalty: 6144.782227
	Iteration 280F: 3 clusters Score -3.068211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234353 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -30682102.000000 Penalty: 6144.782227
	Iteration 281Q: 3 clusters Score -3.06821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234357 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -30682106.000000 Penalty: 6144.782227
	Iteration 282Q: 3 clusters Score -3.068211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234362 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -30682118.000000 Penalty: 6144.782227
	Iteration 283Q: 3 clusters Score -3.068212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234364 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -30682118.000000 Penalty: 6144.782227
	Iteration 284Q: 3 clusters Score -3.068212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234369 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -30682118.000000 Penalty: 6144.782227
	Iteration 285Q: 3 clusters Score -3.068212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234373 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -30682122.000000 Penalty: 6144.782227
	Iteration 286Q: 3 clusters Score -3.068212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234375 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -30682134.000000 Penalty: 6144.782227
	Iteration 287Q: 3 clusters Score -3.068213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234375 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -30682134.000000 Penalty: 6144.782227
	Iteration 288F: 3 clusters Score -3.068213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201597 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 234375 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52210 members 
Mstep: Class 16 contains 102538 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32666 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116054736.000000 Penalty: 74949.453125
Splitting cluster 8 changes total score from -116054872.000000 to -116054736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -138157.609375 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -138157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136333.859375 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -136333.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136899.390625 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -136899.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -137162.203125 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -137162.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137365.093750 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -137365.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -137513.296875 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -137513.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137702.828125 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -137702.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137874.656250 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -137874.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138038.281250 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -138038.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138181.671875 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -138181.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -138241.875000 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -138241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -138282.781250 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -138282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138304.109375 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -138304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138315.906250 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -138315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138343.421875 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -138343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138343.421875 Penalty: 3495.136963
	Iteration 14F: 3 clusters Score -138343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201597 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 240067 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52210 members 
Mstep: Class 16 contains 102538 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32666 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116053568.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116054872.000000 to -116053568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (54756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Entering Unmasked Estep 
Score: -7057875.000000 Penalty: 2705.839355
	Iteration 0F: 2 clusters Score -7057875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7020962.000000 Penalty: 5411.678711
	Iteration 0F: 3 clusters Score -7020962 nChanged 25450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7035122.000000 Penalty: 5411.678711
	Iteration 1F: 3 clusters Score -7035122 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -7035647.500000 Penalty: 5411.678711
	Iteration 2Q: 3 clusters Score -7035648 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -7036213.500000 Penalty: 5411.678711
	Iteration 3Q: 3 clusters Score -7036214 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -7036948.500000 Penalty: 5411.678711
	Iteration 4Q: 3 clusters Score -7036948 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -7038099.500000 Penalty: 5411.678711
	Iteration 5Q: 3 clusters Score -7038100 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -7040099.000000 Penalty: 5411.678711
	Iteration 6F: 3 clusters Score -7040099 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -7043333.000000 Penalty: 5411.678711
	Iteration 7F: 3 clusters Score -7043333 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -7047578.500000 Penalty: 5411.678711
	Iteration 8F: 3 clusters Score -7047578 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7051623.500000 Penalty: 5411.678711
	Iteration 9F: 3 clusters Score -7051624 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7053995.000000 Penalty: 5411.678711
	Iteration 10Q: 3 clusters Score -7053995 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7054930.000000 Penalty: 5411.678711
	Iteration 11Q: 3 clusters Score -7054930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7055251.000000 Penalty: 5411.678711
	Iteration 12Q: 3 clusters Score -7055251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7055373.000000 Penalty: 5411.678711
	Iteration 13Q: 3 clusters Score -7055373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7055433.500000 Penalty: 5411.678711
	Iteration 14Q: 3 clusters Score -7055434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7055457.000000 Penalty: 5411.678711
	Iteration 15Q: 3 clusters Score -7055457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7055476.500000 Penalty: 5411.678711
	Iteration 16Q: 3 clusters Score -7055476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7055486.000000 Penalty: 5411.678711
	Iteration 17Q: 3 clusters Score -7055486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7055486.000000 Penalty: 5411.678711
	Iteration 18F: 3 clusters Score -7055486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -354786.656250 Penalty: 1969.882080
	Iteration 0F: 2 clusters Score -354786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -351630.656250 Penalty: 3939.764160
	Iteration 0F: 3 clusters Score -351630.7 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -352208.093750 Penalty: 3939.764160
	Iteration 1F: 3 clusters Score -352208.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352348.281250 Penalty: 3939.764160
	Iteration 2F: 3 clusters Score -352348.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -352437.156250 Penalty: 3939.764160
	Iteration 3Q: 3 clusters Score -352437.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -352490.156250 Penalty: 3939.764160
	Iteration 4Q: 3 clusters Score -352490.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -352532.156250 Penalty: 3939.764160
	Iteration 5Q: 3 clusters Score -352532.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -352561.687500 Penalty: 3939.764160
	Iteration 6Q: 3 clusters Score -352561.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -352587.875000 Penalty: 3939.764160
	Iteration 7Q: 3 clusters Score -352587.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -352607.968750 Penalty: 3939.764160
	Iteration 8Q: 3 clusters Score -352608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -352633.218750 Penalty: 3939.764160
	Iteration 9Q: 3 clusters Score -352633.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -352654.468750 Penalty: 3939.764160
	Iteration 10Q: 3 clusters Score -352654.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -352673.218750 Penalty: 3939.764160
	Iteration 11Q: 3 clusters Score -352673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -352692.468750 Penalty: 3939.764160
	Iteration 12Q: 3 clusters Score -352692.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -352709.937500 Penalty: 3939.764160
	Iteration 13Q: 3 clusters Score -352709.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -352725.812500 Penalty: 3939.764160
	Iteration 14Q: 3 clusters Score -352725.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -352752.125000 Penalty: 3939.764160
	Iteration 15Q: 3 clusters Score -352752.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -352793.625000 Penalty: 3939.764160
	Iteration 16Q: 3 clusters Score -352793.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -352831.093750 Penalty: 3939.764160
	Iteration 17Q: 3 clusters Score -352831.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -352884.312500 Penalty: 3939.764160
	Iteration 18Q: 3 clusters Score -352884.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -352950.593750 Penalty: 3939.764160
	Iteration 19Q: 3 clusters Score -352950.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -353021.343750 Penalty: 3939.764160
	Iteration 20F: 3 clusters Score -353021.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -353080.875000 Penalty: 3939.764160
	Iteration 21Q: 3 clusters Score -353080.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -353138.750000 Penalty: 3939.764160
	Iteration 22Q: 3 clusters Score -353138.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -353188.718750 Penalty: 3939.764160
	Iteration 23Q: 3 clusters Score -353188.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -353227.187500 Penalty: 3939.764160
	Iteration 24Q: 3 clusters Score -353227.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -353258.031250 Penalty: 3939.764160
	Iteration 25Q: 3 clusters Score -353258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -353282.875000 Penalty: 3939.764160
	Iteration 26Q: 3 clusters Score -353282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -353298.812500 Penalty: 3939.764160
	Iteration 27Q: 3 clusters Score -353298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -353306.437500 Penalty: 3939.764160
	Iteration 28Q: 3 clusters Score -353306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -353312.937500 Penalty: 3939.764160
	Iteration 29Q: 3 clusters Score -353312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -353318.906250 Penalty: 3939.764160
	Iteration 30Q: 3 clusters Score -353318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -353323.906250 Penalty: 3939.764160
	Iteration 31Q: 3 clusters Score -353323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -353325.687500 Penalty: 3939.764160
	Iteration 32Q: 3 clusters Score -353325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -353327.062500 Penalty: 3939.764160
	Iteration 33Q: 3 clusters Score -353327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -353327.062500 Penalty: 3939.764160
	Iteration 34F: 3 clusters Score -353327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -707384.875000 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -707384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -702329.312500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -702329.3 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -703567.187500 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -703567.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -703771.687500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -703771.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -703910.562500 Penalty: 4300.277344
	Iteration 3Q: 3 clusters Score -703910.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -704006.687500 Penalty: 4300.277344
	Iteration 4Q: 3 clusters Score -704006.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -704079.500000 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -704079.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -704136.125000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -704136.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -704197.687500 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -704197.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -704251.625000 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -704251.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -704305.312500 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -704305.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -704365.375000 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -704365.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -704415.125000 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -704415.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -704470.437500 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -704470.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -704521.937500 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -704521.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -704575.500000 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -704575.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -704637.562500 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -704637.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -704707.062500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -704707.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -704777.500000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -704777.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -704852.687500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -704852.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -704937.437500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -704937.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -705014.937500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -705014.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -705096.312500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -705096.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -705170.687500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -705170.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -705239.750000 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -705239.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -705301.437500 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -705301.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -705339.812500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -705339.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -705378.562500 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -705378.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -705411.250000 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -705411.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -705444.562500 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -705444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -705465.562500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -705465.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -705485.000000 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -705485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -705500.875000 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -705500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -705508.187500 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -705508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -705512.125000 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -705512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -705516.687500 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -705516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -705527.625000 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -705527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -705532.812500 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -705532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -705536.250000 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -705536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -705538.562500 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -705538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -705540.687500 Penalty: 4300.277344
	Iteration 39Q: 3 clusters Score -705540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -705542.687500 Penalty: 4300.277344
	Iteration 40F: 3 clusters Score -705542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -260297.843750 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -260297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -257627.875000 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -257627.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -258070.593750 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -258070.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -258174.937500 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -258174.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258250.765625 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -258250.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258302.796875 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -258302.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258325.421875 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -258325.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258340.968750 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -258341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258357.281250 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -258357.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -258377.625000 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -258377.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258387.187500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -258387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -258398.515625 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -258398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -258403.250000 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -258403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258410.281250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -258410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -258415.093750 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -258415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258415.625000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -258415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258416.531250 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -258416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258416.656250 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -258416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258416.656250 Penalty: 3788.307373
	Iteration 17F: 3 clusters Score -258416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48562.750000 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48562.75 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 225 members 
Entering Unmasked Estep 
Score: -47140.105469 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47140.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47335.335938 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47335.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47405.304688 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -47405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47435.738281 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47435.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47442.253906 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -47442.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47447.621094 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -47447.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47447.621094 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -47447.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Entering Unmasked Estep 
Score: -6519277.500000 Penalty: 2694.031250
	Iteration 0F: 2 clusters Score -6519278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6484032.000000 Penalty: 5388.062500
	Iteration 0F: 3 clusters Score -6484032 nChanged 24132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -6497300.000000 Penalty: 5388.062500
	Iteration 1F: 3 clusters Score -6497300 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6497842.000000 Penalty: 5388.062500
	Iteration 2Q: 3 clusters Score -6497842 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6498354.000000 Penalty: 5388.062500
	Iteration 3Q: 3 clusters Score -6498354 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -6498981.000000 Penalty: 5388.062500
	Iteration 4Q: 3 clusters Score -6498981 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6499782.500000 Penalty: 5388.062500
	Iteration 5Q: 3 clusters Score -6499782 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6500832.000000 Penalty: 5388.062500
	Iteration 6Q: 3 clusters Score -6500832 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -6502440.000000 Penalty: 5388.062500
	Iteration 7F: 3 clusters Score -6502440 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6504536.000000 Penalty: 5388.062500
	Iteration 8F: 3 clusters Score -6504536 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -6507123.500000 Penalty: 5388.062500
	Iteration 9F: 3 clusters Score -6507124 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -6509684.000000 Penalty: 5388.062500
	Iteration 10F: 3 clusters Score -6509684 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6512111.000000 Penalty: 5388.062500
	Iteration 11F: 3 clusters Score -6512111 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6514082.000000 Penalty: 5388.062500
	Iteration 12Q: 3 clusters Score -6514082 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6515482.500000 Penalty: 5388.062500
	Iteration 13Q: 3 clusters Score -6515482 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6516320.000000 Penalty: 5388.062500
	Iteration 14Q: 3 clusters Score -6516320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6516704.000000 Penalty: 5388.062500
	Iteration 15Q: 3 clusters Score -6516704 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6516846.000000 Penalty: 5388.062500
	Iteration 16Q: 3 clusters Score -6516846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6516938.500000 Penalty: 5388.062500
	Iteration 17Q: 3 clusters Score -6516938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6516985.500000 Penalty: 5388.062500
	Iteration 18Q: 3 clusters Score -6516986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6517006.000000 Penalty: 5388.062500
	Iteration 19Q: 3 clusters Score -6517006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6517011.500000 Penalty: 5388.062500
	Iteration 20F: 3 clusters Score -6517012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6517026.500000 Penalty: 5388.062500
	Iteration 21Q: 3 clusters Score -6517026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6517042.500000 Penalty: 5388.062500
	Iteration 22Q: 3 clusters Score -6517042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6517050.500000 Penalty: 5388.062500
	Iteration 23Q: 3 clusters Score -6517050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6517049.500000 Penalty: 5388.062500
	Iteration 24Q: 3 clusters Score -6517050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6517051.500000 Penalty: 5388.062500
	Iteration 25Q: 3 clusters Score -6517052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6517064.500000 Penalty: 5388.062500
	Iteration 26Q: 3 clusters Score -6517064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6517068.000000 Penalty: 5388.062500
	Iteration 27Q: 3 clusters Score -6517068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6517064.500000 Penalty: 5388.062500
	Iteration 28Q: 3 clusters Score -6517064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6517069.000000 Penalty: 5388.062500
	Iteration 29Q: 3 clusters Score -6517069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6517077.500000 Penalty: 5388.062500
	Iteration 30Q: 3 clusters Score -6517078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6517074.500000 Penalty: 5388.062500
	Iteration 31Q: 3 clusters Score -6517074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6517079.500000 Penalty: 5388.062500
	Iteration 32Q: 3 clusters Score -6517080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6517084.000000 Penalty: 5388.062500
	Iteration 33Q: 3 clusters Score -6517084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6517084.500000 Penalty: 5388.062500
	Iteration 34Q: 3 clusters Score -6517084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6517087.000000 Penalty: 5388.062500
	Iteration 35Q: 3 clusters Score -6517087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6517096.000000 Penalty: 5388.062500
	Iteration 36Q: 3 clusters Score -6517096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6517096.500000 Penalty: 5388.062500
	Iteration 37Q: 3 clusters Score -6517096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6517096.500000 Penalty: 5388.062500
	Iteration 38Q: 3 clusters Score -6517096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6517093.500000 Penalty: 5388.062500
	Iteration 39Q: 3 clusters Score -6517094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6517093.500000 Penalty: 5388.062500
	Iteration 40F: 3 clusters Score -6517094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Entering Unmasked Estep 
Score: -13094682.000000 Penalty: 2861.421143
	Iteration 0F: 2 clusters Score -1.309468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -13026294.000000 Penalty: 5722.842285
	Iteration 0F: 3 clusters Score -1.302629e+07 nChanged 48257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -13053914.000000 Penalty: 5722.842285
	Iteration 1F: 3 clusters Score -1.305391e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -13054477.000000 Penalty: 5722.842285
	Iteration 2Q: 3 clusters Score -1.305448e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -13055145.000000 Penalty: 5722.842285
	Iteration 3Q: 3 clusters Score -1.305514e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -13055926.000000 Penalty: 5722.842285
	Iteration 4Q: 3 clusters Score -1.305593e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -13057044.000000 Penalty: 5722.842285
	Iteration 5Q: 3 clusters Score -1.305704e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -13058618.000000 Penalty: 5722.842285
	Iteration 6Q: 3 clusters Score -1.305862e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -13060778.000000 Penalty: 5722.842285
	Iteration 7Q: 3 clusters Score -1.306078e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -13063559.000000 Penalty: 5722.842285
	Iteration 8F: 3 clusters Score -1.306356e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -13067728.000000 Penalty: 5722.842285
	Iteration 9F: 3 clusters Score -1.306773e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -13073262.000000 Penalty: 5722.842285
	Iteration 10F: 3 clusters Score -1.307326e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -13079061.000000 Penalty: 5722.842285
	Iteration 11F: 3 clusters Score -1.307906e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -13082646.000000 Penalty: 5722.842285
	Iteration 12F: 3 clusters Score -1.308265e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -13084131.000000 Penalty: 5722.842285
	Iteration 13Q: 3 clusters Score -1.308413e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -13084925.000000 Penalty: 5722.842285
	Iteration 14Q: 3 clusters Score -1.308492e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -13085532.000000 Penalty: 5722.842285
	Iteration 15Q: 3 clusters Score -1.308553e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -13086011.000000 Penalty: 5722.842285
	Iteration 16Q: 3 clusters Score -1.308601e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -13086406.000000 Penalty: 5722.842285
	Iteration 17Q: 3 clusters Score -1.308641e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -13086756.000000 Penalty: 5722.842285
	Iteration 18Q: 3 clusters Score -1.308676e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -13087067.000000 Penalty: 5722.842285
	Iteration 19Q: 3 clusters Score -1.308707e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -13087367.000000 Penalty: 5722.842285
	Iteration 20F: 3 clusters Score -1.308737e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -13087582.000000 Penalty: 5722.842285
	Iteration 21Q: 3 clusters Score -1.308758e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -13087842.000000 Penalty: 5722.842285
	Iteration 22Q: 3 clusters Score -1.308784e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -13088081.000000 Penalty: 5722.842285
	Iteration 23Q: 3 clusters Score -1.308808e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -13088295.000000 Penalty: 5722.842285
	Iteration 24Q: 3 clusters Score -1.30883e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -13088475.000000 Penalty: 5722.842285
	Iteration 25Q: 3 clusters Score -1.308848e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -13088627.000000 Penalty: 5722.842285
	Iteration 26Q: 3 clusters Score -1.308863e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -13088816.000000 Penalty: 5722.842285
	Iteration 27Q: 3 clusters Score -1.308882e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -13088899.000000 Penalty: 5722.842285
	Iteration 28Q: 3 clusters Score -1.30889e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -13089096.000000 Penalty: 5722.842285
	Iteration 29Q: 3 clusters Score -1.30891e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -13089274.000000 Penalty: 5722.842285
	Iteration 30Q: 3 clusters Score -1.308927e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -13089448.000000 Penalty: 5722.842285
	Iteration 31Q: 3 clusters Score -1.308945e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -13089648.000000 Penalty: 5722.842285
	Iteration 32Q: 3 clusters Score -1.308965e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -13089826.000000 Penalty: 5722.842285
	Iteration 33Q: 3 clusters Score -1.308983e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -13089996.000000 Penalty: 5722.842285
	Iteration 34Q: 3 clusters Score -1.309e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -13090198.000000 Penalty: 5722.842285
	Iteration 35Q: 3 clusters Score -1.30902e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -13090443.000000 Penalty: 5722.842285
	Iteration 36Q: 3 clusters Score -1.309044e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -13090537.000000 Penalty: 5722.842285
	Iteration 37Q: 3 clusters Score -1.309054e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -13090601.000000 Penalty: 5722.842285
	Iteration 38Q: 3 clusters Score -1.30906e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -13090750.000000 Penalty: 5722.842285
	Iteration 39Q: 3 clusters Score -1.309075e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -13090858.000000 Penalty: 5722.842285
	Iteration 40F: 3 clusters Score -1.309086e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -13091033.000000 Penalty: 5722.842285
	Iteration 41Q: 3 clusters Score -1.309103e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -13091200.000000 Penalty: 5722.842285
	Iteration 42Q: 3 clusters Score -1.30912e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -13091354.000000 Penalty: 5722.842285
	Iteration 43Q: 3 clusters Score -1.309135e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -13091502.000000 Penalty: 5722.842285
	Iteration 44Q: 3 clusters Score -1.30915e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -13091632.000000 Penalty: 5722.842285
	Iteration 45Q: 3 clusters Score -1.309163e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -13091764.000000 Penalty: 5722.842285
	Iteration 46Q: 3 clusters Score -1.309176e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -13091842.000000 Penalty: 5722.842285
	Iteration 47Q: 3 clusters Score -1.309184e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -13091888.000000 Penalty: 5722.842285
	Iteration 48Q: 3 clusters Score -1.309189e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -13091968.000000 Penalty: 5722.842285
	Iteration 49Q: 3 clusters Score -1.309197e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -13092041.000000 Penalty: 5722.842285
	Iteration 50Q: 3 clusters Score -1.309204e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -13092135.000000 Penalty: 5722.842285
	Iteration 51Q: 3 clusters Score -1.309214e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -13092185.000000 Penalty: 5722.842285
	Iteration 52Q: 3 clusters Score -1.309218e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -13092247.000000 Penalty: 5722.842285
	Iteration 53Q: 3 clusters Score -1.309225e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -13092284.000000 Penalty: 5722.842285
	Iteration 54Q: 3 clusters Score -1.309228e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -13092316.000000 Penalty: 5722.842285
	Iteration 55Q: 3 clusters Score -1.309232e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -13092388.000000 Penalty: 5722.842285
	Iteration 56Q: 3 clusters Score -1.309239e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -13092414.000000 Penalty: 5722.842285
	Iteration 57Q: 3 clusters Score -1.309241e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -13092407.000000 Penalty: 5722.842285
	Iteration 58Q: 3 clusters Score -1.309241e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -13092449.000000 Penalty: 5722.842285
	Iteration 59Q: 3 clusters Score -1.309245e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -13092456.000000 Penalty: 5722.842285
	Iteration 60F: 3 clusters Score -1.309246e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -13092488.000000 Penalty: 5722.842285
	Iteration 61Q: 3 clusters Score -1.309249e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -13092515.000000 Penalty: 5722.842285
	Iteration 62Q: 3 clusters Score -1.309252e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -13092537.000000 Penalty: 5722.842285
	Iteration 63Q: 3 clusters Score -1.309254e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -13092557.000000 Penalty: 5722.842285
	Iteration 64Q: 3 clusters Score -1.309256e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -13092567.000000 Penalty: 5722.842285
	Iteration 65Q: 3 clusters Score -1.309257e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -13092584.000000 Penalty: 5722.842285
	Iteration 66Q: 3 clusters Score -1.309258e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -13092598.000000 Penalty: 5722.842285
	Iteration 67Q: 3 clusters Score -1.30926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -13092612.000000 Penalty: 5722.842285
	Iteration 68Q: 3 clusters Score -1.309261e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -13092626.000000 Penalty: 5722.842285
	Iteration 69Q: 3 clusters Score -1.309263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -13092609.000000 Penalty: 5722.842285
	Iteration 70Q: 3 clusters Score -1.309261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -13092622.000000 Penalty: 5722.842285
	Iteration 71Q: 3 clusters Score -1.309262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -13092653.000000 Penalty: 5722.842285
	Iteration 72Q: 3 clusters Score -1.309265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -13092675.000000 Penalty: 5722.842285
	Iteration 73Q: 3 clusters Score -1.309268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -13092700.000000 Penalty: 5722.842285
	Iteration 74Q: 3 clusters Score -1.30927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -13092695.000000 Penalty: 5722.842285
	Iteration 75Q: 3 clusters Score -1.30927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -13092706.000000 Penalty: 5722.842285
	Iteration 76Q: 3 clusters Score -1.309271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -13092731.000000 Penalty: 5722.842285
	Iteration 77Q: 3 clusters Score -1.309273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -13092755.000000 Penalty: 5722.842285
	Iteration 78Q: 3 clusters Score -1.309276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -13092765.000000 Penalty: 5722.842285
	Iteration 79Q: 3 clusters Score -1.309276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -13092766.000000 Penalty: 5722.842285
	Iteration 80F: 3 clusters Score -1.309277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -13092751.000000 Penalty: 5722.842285
	Iteration 81Q: 3 clusters Score -1.309275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -13092764.000000 Penalty: 5722.842285
	Iteration 82Q: 3 clusters Score -1.309276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -13092773.000000 Penalty: 5722.842285
	Iteration 83Q: 3 clusters Score -1.309277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -13092775.000000 Penalty: 5722.842285
	Iteration 84Q: 3 clusters Score -1.309278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -13092767.000000 Penalty: 5722.842285
	Iteration 85Q: 3 clusters Score -1.309277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -13092762.000000 Penalty: 5722.842285
	Iteration 86Q: 3 clusters Score -1.309276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -13092775.000000 Penalty: 5722.842285
	Iteration 87Q: 3 clusters Score -1.309278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -13092775.000000 Penalty: 5722.842285
	Iteration 88Q: 3 clusters Score -1.309278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -13092781.000000 Penalty: 5722.842285
	Iteration 89Q: 3 clusters Score -1.309278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -13092779.000000 Penalty: 5722.842285
	Iteration 90Q: 3 clusters Score -1.309278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -13092788.000000 Penalty: 5722.842285
	Iteration 91Q: 3 clusters Score -1.309279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -13092792.000000 Penalty: 5722.842285
	Iteration 92Q: 3 clusters Score -1.309279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -13092788.000000 Penalty: 5722.842285
	Iteration 93Q: 3 clusters Score -1.309279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -13092792.000000 Penalty: 5722.842285
	Iteration 94Q: 3 clusters Score -1.309279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -13092800.000000 Penalty: 5722.842285
	Iteration 95Q: 3 clusters Score -1.30928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -13092800.000000 Penalty: 5722.842285
	Iteration 96Q: 3 clusters Score -1.30928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -13092800.000000 Penalty: 5722.842285
	Iteration 97F: 3 clusters Score -1.30928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Entering Unmasked Estep 
Score: -1402402.250000 Penalty: 2309.889404
	Iteration 0F: 2 clusters Score -1402402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1394162.000000 Penalty: 4619.778809
	Iteration 0F: 3 clusters Score -1394162 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1397058.375000 Penalty: 4619.778809
	Iteration 1F: 3 clusters Score -1397058 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1397679.750000 Penalty: 4619.778809
	Iteration 2F: 3 clusters Score -1397680 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1398247.000000 Penalty: 4619.778809
	Iteration 3F: 3 clusters Score -1398247 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1398806.125000 Penalty: 4619.778809
	Iteration 4F: 3 clusters Score -1398806 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1399369.625000 Penalty: 4619.778809
	Iteration 5F: 3 clusters Score -1399370 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1399893.000000 Penalty: 4619.778809
	Iteration 6F: 3 clusters Score -1399893 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1400318.000000 Penalty: 4619.778809
	Iteration 7Q: 3 clusters Score -1400318 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1400640.500000 Penalty: 4619.778809
	Iteration 8Q: 3 clusters Score -1400640 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1400899.250000 Penalty: 4619.778809
	Iteration 9Q: 3 clusters Score -1400899 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1401061.000000 Penalty: 4619.778809
	Iteration 10Q: 3 clusters Score -1401061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1401152.375000 Penalty: 4619.778809
	Iteration 11Q: 3 clusters Score -1401152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1401211.250000 Penalty: 4619.778809
	Iteration 12Q: 3 clusters Score -1401211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1401233.875000 Penalty: 4619.778809
	Iteration 13Q: 3 clusters Score -1401234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1401253.875000 Penalty: 4619.778809
	Iteration 14Q: 3 clusters Score -1401254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1401265.625000 Penalty: 4619.778809
	Iteration 15Q: 3 clusters Score -1401266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1401269.875000 Penalty: 4619.778809
	Iteration 16Q: 3 clusters Score -1401270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1401271.250000 Penalty: 4619.778809
	Iteration 17Q: 3 clusters Score -1401271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1401278.375000 Penalty: 4619.778809
	Iteration 18Q: 3 clusters Score -1401278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1401280.125000 Penalty: 4619.778809
	Iteration 19Q: 3 clusters Score -1401280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1401284.125000 Penalty: 4619.778809
	Iteration 20F: 3 clusters Score -1401284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1401285.375000 Penalty: 4619.778809
	Iteration 21Q: 3 clusters Score -1401285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1401283.250000 Penalty: 4619.778809
	Iteration 22Q: 3 clusters Score -1401283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1401282.750000 Penalty: 4619.778809
	Iteration 23Q: 3 clusters Score -1401283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1401282.375000 Penalty: 4619.778809
	Iteration 24Q: 3 clusters Score -1401282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1401282.625000 Penalty: 4619.778809
	Iteration 25Q: 3 clusters Score -1401283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1401282.625000 Penalty: 4619.778809
	Iteration 26F: 3 clusters Score -1401283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -151254.609375 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -151254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149160.312500 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -149160.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149507.875000 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -149507.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149603.843750 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -149603.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -149645.796875 Penalty: 3518.328857
	Iteration 3Q: 3 clusters Score -149645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149680.187500 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -149680.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149704.140625 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -149704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -149719.687500 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -149719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -149729.046875 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -149729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -149738.359375 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -149738.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -149747.953125 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -149748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149753.500000 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -149753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149754.484375 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -149754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -149756.062500 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -149756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149757.562500 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -149757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149757.562500 Penalty: 3518.328857
	Iteration 14F: 3 clusters Score -149757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -302244.375000 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -302244.4 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 1249 members 
Entering Unmasked Estep 
Score: -299294.250000 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -299294.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -299855.968750 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -299856 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -300001.375000 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -300001.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -300088.875000 Penalty: 3878.340332
	Iteration 3Q: 3 clusters Score -300088.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300141.187500 Penalty: 3878.340332
	Iteration 4Q: 3 clusters Score -300141.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -300181.468750 Penalty: 3878.340332
	Iteration 5Q: 3 clusters Score -300181.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300206.218750 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -300206.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -300222.593750 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -300222.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -300235.062500 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -300235.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -300245.312500 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -300245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -300251.093750 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -300251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -300253.906250 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -300253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300257.687500 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -300257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -300263.437500 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -300263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -300269.906250 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -300269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -300274.937500 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -300274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -300279.187500 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -300279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -300284.406250 Penalty: 3878.340332
	Iteration 17Q: 3 clusters Score -300284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -300288.093750 Penalty: 3878.340332
	Iteration 18Q: 3 clusters Score -300288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300290.468750 Penalty: 3878.340332
	Iteration 19Q: 3 clusters Score -300290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300292.218750 Penalty: 3878.340332
	Iteration 20F: 3 clusters Score -300292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300294.437500 Penalty: 3878.340332
	Iteration 21Q: 3 clusters Score -300294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300297.468750 Penalty: 3878.340332
	Iteration 22Q: 3 clusters Score -300297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -300300.093750 Penalty: 3878.340332
	Iteration 23Q: 3 clusters Score -300300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -300303.093750 Penalty: 3878.340332
	Iteration 24Q: 3 clusters Score -300303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -300303.812500 Penalty: 3878.340332
	Iteration 25Q: 3 clusters Score -300303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -300303.812500 Penalty: 3878.340332
	Iteration 26Q: 3 clusters Score -300303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300304.093750 Penalty: 3878.340332
	Iteration 27Q: 3 clusters Score -300304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -300304.812500 Penalty: 3878.340332
	Iteration 28Q: 3 clusters Score -300304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -300305.937500 Penalty: 3878.340332
	Iteration 29Q: 3 clusters Score -300305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -300306.218750 Penalty: 3878.340332
	Iteration 30Q: 3 clusters Score -300306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -300306.187500 Penalty: 3878.340332
	Iteration 31Q: 3 clusters Score -300306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300306.562500 Penalty: 3878.340332
	Iteration 32Q: 3 clusters Score -300306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300306.562500 Penalty: 3878.340332
	Iteration 33F: 3 clusters Score -300306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Entering Unmasked Estep 
Score: -4227793.500000 Penalty: 2577.734131
	Iteration 0F: 2 clusters Score -4227794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4205700.000000 Penalty: 5155.468262
	Iteration 0F: 3 clusters Score -4205700 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4213758.500000 Penalty: 5155.468262
	Iteration 1F: 3 clusters Score -4213758 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4214272.500000 Penalty: 5155.468262
	Iteration 2Q: 3 clusters Score -4214272 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4214766.500000 Penalty: 5155.468262
	Iteration 3Q: 3 clusters Score -4214766 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4215410.000000 Penalty: 5155.468262
	Iteration 4Q: 3 clusters Score -4215410 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4216240.500000 Penalty: 5155.468262
	Iteration 5Q: 3 clusters Score -4216240 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4217383.500000 Penalty: 5155.468262
	Iteration 6F: 3 clusters Score -4217384 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4218905.500000 Penalty: 5155.468262
	Iteration 7F: 3 clusters Score -4218906 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4220718.500000 Penalty: 5155.468262
	Iteration 8F: 3 clusters Score -4220718 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4222344.000000 Penalty: 5155.468262
	Iteration 9F: 3 clusters Score -4222344 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4223512.500000 Penalty: 5155.468262
	Iteration 10Q: 3 clusters Score -4223512 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4224183.000000 Penalty: 5155.468262
	Iteration 11Q: 3 clusters Score -4224183 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4224568.000000 Penalty: 5155.468262
	Iteration 12Q: 3 clusters Score -4224568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4224777.000000 Penalty: 5155.468262
	Iteration 13Q: 3 clusters Score -4224777 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4224895.500000 Penalty: 5155.468262
	Iteration 14Q: 3 clusters Score -4224896 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4224989.000000 Penalty: 5155.468262
	Iteration 15Q: 3 clusters Score -4224989 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4225045.500000 Penalty: 5155.468262
	Iteration 16Q: 3 clusters Score -4225046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4225098.500000 Penalty: 5155.468262
	Iteration 17Q: 3 clusters Score -4225098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4225136.500000 Penalty: 5155.468262
	Iteration 18Q: 3 clusters Score -4225136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4225173.000000 Penalty: 5155.468262
	Iteration 19Q: 3 clusters Score -4225173 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4225205.000000 Penalty: 5155.468262
	Iteration 20F: 3 clusters Score -4225205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4225222.000000 Penalty: 5155.468262
	Iteration 21Q: 3 clusters Score -4225222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4225239.000000 Penalty: 5155.468262
	Iteration 22Q: 3 clusters Score -4225239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4225245.500000 Penalty: 5155.468262
	Iteration 23Q: 3 clusters Score -4225246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4225262.500000 Penalty: 5155.468262
	Iteration 24Q: 3 clusters Score -4225262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4225278.500000 Penalty: 5155.468262
	Iteration 25Q: 3 clusters Score -4225278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4225291.000000 Penalty: 5155.468262
	Iteration 26Q: 3 clusters Score -4225291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4225297.000000 Penalty: 5155.468262
	Iteration 27Q: 3 clusters Score -4225297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4225303.500000 Penalty: 5155.468262
	Iteration 28Q: 3 clusters Score -4225304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4225311.000000 Penalty: 5155.468262
	Iteration 29Q: 3 clusters Score -4225311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4225321.000000 Penalty: 5155.468262
	Iteration 30Q: 3 clusters Score -4225321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4225329.500000 Penalty: 5155.468262
	Iteration 31Q: 3 clusters Score -4225330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4225326.000000 Penalty: 5155.468262
	Iteration 32Q: 3 clusters Score -4225326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4225331.000000 Penalty: 5155.468262
	Iteration 33Q: 3 clusters Score -4225331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4225339.000000 Penalty: 5155.468262
	Iteration 34Q: 3 clusters Score -4225339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4225340.000000 Penalty: 5155.468262
	Iteration 35Q: 3 clusters Score -4225340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4225347.500000 Penalty: 5155.468262
	Iteration 36Q: 3 clusters Score -4225348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4225345.500000 Penalty: 5155.468262
	Iteration 37Q: 3 clusters Score -4225346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4225354.500000 Penalty: 5155.468262
	Iteration 38Q: 3 clusters Score -4225354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4225354.500000 Penalty: 5155.468262
	Iteration 39Q: 3 clusters Score -4225354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4225361.500000 Penalty: 5155.468262
	Iteration 40F: 3 clusters Score -4225362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4225368.000000 Penalty: 5155.468262
	Iteration 41Q: 3 clusters Score -4225368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4225371.000000 Penalty: 5155.468262
	Iteration 42Q: 3 clusters Score -4225371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4225370.500000 Penalty: 5155.468262
	Iteration 43Q: 3 clusters Score -4225370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4225371.000000 Penalty: 5155.468262
	Iteration 44Q: 3 clusters Score -4225371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4225372.500000 Penalty: 5155.468262
	Iteration 45Q: 3 clusters Score -4225372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4225372.500000 Penalty: 5155.468262
	Iteration 46F: 3 clusters Score -4225372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -6004366.000000 Penalty: 2665.765625
	Iteration 0F: 2 clusters Score -6004366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -5973075.500000 Penalty: 5331.531250
	Iteration 0F: 3 clusters Score -5973076 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -5984834.500000 Penalty: 5331.531250
	Iteration 1F: 3 clusters Score -5984834 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5985427.500000 Penalty: 5331.531250
	Iteration 2Q: 3 clusters Score -5985428 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5986061.000000 Penalty: 5331.531250
	Iteration 3Q: 3 clusters Score -5986061 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -5986876.500000 Penalty: 5331.531250
	Iteration 4Q: 3 clusters Score -5986876 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5988024.000000 Penalty: 5331.531250
	Iteration 5Q: 3 clusters Score -5988024 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5989692.000000 Penalty: 5331.531250
	Iteration 6F: 3 clusters Score -5989692 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5992192.500000 Penalty: 5331.531250
	Iteration 7F: 3 clusters Score -5992192 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -5995289.500000 Penalty: 5331.531250
	Iteration 8F: 3 clusters Score -5995290 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5998221.500000 Penalty: 5331.531250
	Iteration 9F: 3 clusters Score -5998222 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6000374.500000 Penalty: 5331.531250
	Iteration 10F: 3 clusters Score -6000374 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6001642.500000 Penalty: 5331.531250
	Iteration 11Q: 3 clusters Score -6001642 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6002299.000000 Penalty: 5331.531250
	Iteration 12Q: 3 clusters Score -6002299 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6002590.500000 Penalty: 5331.531250
	Iteration 13Q: 3 clusters Score -6002590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6002752.000000 Penalty: 5331.531250
	Iteration 14Q: 3 clusters Score -6002752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6002861.500000 Penalty: 5331.531250
	Iteration 15Q: 3 clusters Score -6002862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6002918.500000 Penalty: 5331.531250
	Iteration 16Q: 3 clusters Score -6002918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6002979.000000 Penalty: 5331.531250
	Iteration 17Q: 3 clusters Score -6002979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6003022.500000 Penalty: 5331.531250
	Iteration 18Q: 3 clusters Score -6003022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6003048.500000 Penalty: 5331.531250
	Iteration 19Q: 3 clusters Score -6003048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6003049.500000 Penalty: 5331.531250
	Iteration 20F: 3 clusters Score -6003050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6003068.500000 Penalty: 5331.531250
	Iteration 21Q: 3 clusters Score -6003068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6003086.500000 Penalty: 5331.531250
	Iteration 22Q: 3 clusters Score -6003086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6003090.000000 Penalty: 5331.531250
	Iteration 23Q: 3 clusters Score -6003090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6003099.000000 Penalty: 5331.531250
	Iteration 24Q: 3 clusters Score -6003099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6003112.000000 Penalty: 5331.531250
	Iteration 25Q: 3 clusters Score -6003112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6003111.500000 Penalty: 5331.531250
	Iteration 26Q: 3 clusters Score -6003112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6003122.500000 Penalty: 5331.531250
	Iteration 27Q: 3 clusters Score -6003122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6003126.000000 Penalty: 5331.531250
	Iteration 28Q: 3 clusters Score -6003126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6003123.500000 Penalty: 5331.531250
	Iteration 29Q: 3 clusters Score -6003124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6003132.000000 Penalty: 5331.531250
	Iteration 30Q: 3 clusters Score -6003132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6003134.500000 Penalty: 5331.531250
	Iteration 31Q: 3 clusters Score -6003134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6003131.000000 Penalty: 5331.531250
	Iteration 32Q: 3 clusters Score -6003131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6003130.500000 Penalty: 5331.531250
	Iteration 33Q: 3 clusters Score -6003130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6003132.500000 Penalty: 5331.531250
	Iteration 34Q: 3 clusters Score -6003132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6003130.500000 Penalty: 5331.531250
	Iteration 35Q: 3 clusters Score -6003130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6003132.500000 Penalty: 5331.531250
	Iteration 36Q: 3 clusters Score -6003132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6003132.500000 Penalty: 5331.531250
	Iteration 37F: 3 clusters Score -6003132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29364.634766 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29364.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29483.564453 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29483.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29577.773438 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29577.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29643.250000 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29643.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29664.300781 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -29664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29679.677734 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -29679.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29682.197266 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -29682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29685.076172 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -29685.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29688.228516 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -29688.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29688.228516 Penalty: 2785.918457
	Iteration 9F: 3 clusters Score -29688.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201597 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 240067 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52210 members 
Mstep: Class 16 contains 102538 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32666 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054944.000000 Penalty: 71542.664062
Iteration 439Q: 22 clusters Score -1.160549e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201666 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 240062 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54765 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52217 members 
Mstep: Class 16 contains 102484 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32658 members 
Mstep: Class 21 contains 46568 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054984.000000 Penalty: 71542.664062
Iteration 440F: 22 clusters Score -1.16055e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201750 members 
Mstep: Class 7 contains 15469 members 
Mstep: Class 8 contains 240053 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54771 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52224 members 
Mstep: Class 16 contains 102422 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32650 members 
Mstep: Class 21 contains 46564 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054792.000000 Penalty: 71542.664062
Iteration 441Q: 22 clusters Score -1.160548e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201817 members 
Mstep: Class 7 contains 15459 members 
Mstep: Class 8 contains 240049 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54790 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 5822 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 102366 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32644 members 
Mstep: Class 21 contains 46553 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054888.000000 Penalty: 71542.664062
Iteration 442Q: 22 clusters Score -1.160549e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201871 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 240040 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54809 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 5821 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52222 members 
Mstep: Class 16 contains 102325 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32644 members 
Mstep: Class 21 contains 46546 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055000.000000 Penalty: 71542.664062
Iteration 443Q: 22 clusters Score -1.16055e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201918 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 8 contains 240025 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54818 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 5820 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52218 members 
Mstep: Class 16 contains 102288 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 32638 members 
Mstep: Class 21 contains 46539 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055152.000000 Penalty: 71542.664062
Iteration 444Q: 22 clusters Score -1.160552e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 201977 members 
Mstep: Class 7 contains 15442 members 
Mstep: Class 8 contains 240019 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54831 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 102246 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 32637 members 
Mstep: Class 21 contains 46531 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055096.000000 Penalty: 71542.664062
Iteration 445Q: 22 clusters Score -1.160551e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202032 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 240023 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54831 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52235 members 
Mstep: Class 16 contains 102197 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32632 members 
Mstep: Class 21 contains 46522 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055040.000000 Penalty: 71542.664062
Iteration 446Q: 22 clusters Score -1.16055e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138274 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202087 members 
Mstep: Class 7 contains 15428 members 
Mstep: Class 8 contains 240025 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54837 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52231 members 
Mstep: Class 16 contains 102158 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32634 members 
Mstep: Class 21 contains 46513 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054968.000000 Penalty: 71542.664062
Iteration 447Q: 22 clusters Score -1.16055e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202157 members 
Mstep: Class 7 contains 15423 members 
Mstep: Class 8 contains 240025 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5817 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 102098 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32638 members 
Mstep: Class 21 contains 46504 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054960.000000 Penalty: 71542.664062
Iteration 448Q: 22 clusters Score -1.16055e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202225 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 240022 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54854 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52229 members 
Mstep: Class 16 contains 102037 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32636 members 
Mstep: Class 21 contains 46498 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054808.000000 Penalty: 71542.664062
Iteration 449Q: 22 clusters Score -1.160548e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202307 members 
Mstep: Class 7 contains 15414 members 
Mstep: Class 8 contains 240015 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54861 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 101975 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32635 members 
Mstep: Class 21 contains 46504 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054848.000000 Penalty: 71542.664062
Iteration 450Q: 22 clusters Score -1.160548e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202381 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 240005 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54874 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52224 members 
Mstep: Class 16 contains 101922 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32634 members 
Mstep: Class 21 contains 46511 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054984.000000 Penalty: 71542.664062
Iteration 451Q: 22 clusters Score -1.16055e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202453 members 
Mstep: Class 7 contains 15405 members 
Mstep: Class 8 contains 239999 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54885 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52224 members 
Mstep: Class 16 contains 101869 members 
Mstep: Class 17 contains 11092 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32631 members 
Mstep: Class 21 contains 46522 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055032.000000 Penalty: 71542.664062
Iteration 452Q: 22 clusters Score -1.16055e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202529 members 
Mstep: Class 7 contains 15401 members 
Mstep: Class 8 contains 239994 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54900 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52220 members 
Mstep: Class 16 contains 101799 members 
Mstep: Class 17 contains 11092 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32627 members 
Mstep: Class 21 contains 46529 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055136.000000 Penalty: 71542.664062
Iteration 453Q: 22 clusters Score -1.160551e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202588 members 
Mstep: Class 7 contains 15387 members 
Mstep: Class 8 contains 239982 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54930 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 101738 members 
Mstep: Class 17 contains 11092 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32623 members 
Mstep: Class 21 contains 46533 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055096.000000 Penalty: 71542.664062
Iteration 454Q: 22 clusters Score -1.160551e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202623 members 
Mstep: Class 7 contains 15379 members 
Mstep: Class 8 contains 239979 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54955 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52232 members 
Mstep: Class 16 contains 101688 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32621 members 
Mstep: Class 21 contains 46535 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055072.000000 Penalty: 71542.664062
Iteration 455Q: 22 clusters Score -1.160551e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202651 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 239976 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54979 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52240 members 
Mstep: Class 16 contains 101643 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32619 members 
Mstep: Class 21 contains 46536 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055040.000000 Penalty: 71542.664062
Iteration 456Q: 22 clusters Score -1.16055e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202692 members 
Mstep: Class 7 contains 15363 members 
Mstep: Class 8 contains 239966 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54986 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52245 members 
Mstep: Class 16 contains 101599 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 32619 members 
Mstep: Class 21 contains 46537 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055008.000000 Penalty: 71542.664062
Iteration 457Q: 22 clusters Score -1.16055e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138185 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202730 members 
Mstep: Class 7 contains 15363 members 
Mstep: Class 8 contains 239960 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54986 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 101555 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 32623 members 
Mstep: Class 21 contains 46533 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 458Q: 22 clusters Score -1.160551e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202762 members 
Mstep: Class 7 contains 15359 members 
Mstep: Class 8 contains 239953 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 54993 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52262 members 
Mstep: Class 16 contains 101519 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 32624 members 
Mstep: Class 21 contains 46529 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 459Q: 22 clusters Score -1.160551e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138168 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202794 members 
Mstep: Class 7 contains 15358 members 
Mstep: Class 8 contains 239949 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55003 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5810 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52270 members 
Mstep: Class 16 contains 101489 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 32627 members 
Mstep: Class 21 contains 46529 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055064.000000 Penalty: 71542.664062
Iteration 460F: 22 clusters Score -1.160551e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202836 members 
Mstep: Class 7 contains 15349 members 
Mstep: Class 8 contains 239937 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55024 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52272 members 
Mstep: Class 16 contains 101440 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32625 members 
Mstep: Class 21 contains 46531 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055168.000000 Penalty: 71542.664062
Iteration 461Q: 22 clusters Score -1.160552e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202892 members 
Mstep: Class 7 contains 15344 members 
Mstep: Class 8 contains 239919 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55040 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52275 members 
Mstep: Class 16 contains 101384 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32624 members 
Mstep: Class 21 contains 46528 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055072.000000 Penalty: 71542.664062
Iteration 462Q: 22 clusters Score -1.160551e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138183 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202939 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 239912 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55053 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52280 members 
Mstep: Class 16 contains 101347 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32614 members 
Mstep: Class 21 contains 46527 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054952.000000 Penalty: 71542.664062
Iteration 463Q: 22 clusters Score -1.16055e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 202980 members 
Mstep: Class 7 contains 15323 members 
Mstep: Class 8 contains 239904 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55071 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52276 members 
Mstep: Class 16 contains 101302 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 32607 members 
Mstep: Class 21 contains 46542 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055112.000000 Penalty: 71542.664062
Iteration 464Q: 22 clusters Score -1.160551e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138189 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203042 members 
Mstep: Class 7 contains 15319 members 
Mstep: Class 8 contains 239900 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55083 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52276 members 
Mstep: Class 16 contains 101236 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 32602 members 
Mstep: Class 21 contains 46544 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055072.000000 Penalty: 71542.664062
Iteration 465Q: 22 clusters Score -1.160551e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203109 members 
Mstep: Class 7 contains 15320 members 
Mstep: Class 8 contains 239893 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55088 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52277 members 
Mstep: Class 16 contains 101173 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46542 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055088.000000 Penalty: 71542.664062
Iteration 466Q: 22 clusters Score -1.160551e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203197 members 
Mstep: Class 7 contains 15317 members 
Mstep: Class 8 contains 239877 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55102 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52272 members 
Mstep: Class 16 contains 101096 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46541 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055096.000000 Penalty: 71542.664062
Iteration 467Q: 22 clusters Score -1.160551e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203272 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 239869 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55120 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52278 members 
Mstep: Class 16 contains 101006 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46546 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055096.000000 Penalty: 71542.664062
Iteration 468Q: 22 clusters Score -1.160551e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203343 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 239868 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55139 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52273 members 
Mstep: Class 16 contains 100928 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46551 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055008.000000 Penalty: 71542.664062
Iteration 469Q: 22 clusters Score -1.16055e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203416 members 
Mstep: Class 7 contains 15304 members 
Mstep: Class 8 contains 239864 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55148 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52271 members 
Mstep: Class 16 contains 100859 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32595 members 
Mstep: Class 21 contains 46554 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055000.000000 Penalty: 71542.664062
Iteration 470Q: 22 clusters Score -1.16055e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203470 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 239864 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55149 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52273 members 
Mstep: Class 16 contains 100815 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32594 members 
Mstep: Class 21 contains 46562 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054840.000000 Penalty: 71542.664062
Iteration 471Q: 22 clusters Score -1.160548e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203525 members 
Mstep: Class 7 contains 15289 members 
Mstep: Class 8 contains 239856 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55155 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52274 members 
Mstep: Class 16 contains 100778 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46567 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054912.000000 Penalty: 71542.664062
Iteration 472Q: 22 clusters Score -1.160549e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138142 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203589 members 
Mstep: Class 7 contains 15285 members 
Mstep: Class 8 contains 239861 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55153 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52273 members 
Mstep: Class 16 contains 100732 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 32599 members 
Mstep: Class 21 contains 46561 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054704.000000 Penalty: 71542.664062
Iteration 473Q: 22 clusters Score -1.160547e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203664 members 
Mstep: Class 7 contains 15280 members 
Mstep: Class 8 contains 239859 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55155 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52266 members 
Mstep: Class 16 contains 100686 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32597 members 
Mstep: Class 21 contains 46560 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054640.000000 Penalty: 71542.664062
Iteration 474Q: 22 clusters Score -1.160546e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11605 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203724 members 
Mstep: Class 7 contains 15277 members 
Mstep: Class 8 contains 239852 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55156 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 100666 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32595 members 
Mstep: Class 21 contains 46554 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054584.000000 Penalty: 71542.664062
Iteration 475Q: 22 clusters Score -1.160546e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203779 members 
Mstep: Class 7 contains 15273 members 
Mstep: Class 8 contains 239843 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55160 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52245 members 
Mstep: Class 16 contains 100645 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32597 members 
Mstep: Class 21 contains 46547 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054640.000000 Penalty: 71542.664062
Iteration 476Q: 22 clusters Score -1.160546e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203820 members 
Mstep: Class 7 contains 15274 members 
Mstep: Class 8 contains 239828 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55163 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52239 members 
Mstep: Class 16 contains 100638 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32598 members 
Mstep: Class 21 contains 46544 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054648.000000 Penalty: 71542.664062
Iteration 477Q: 22 clusters Score -1.160546e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203872 members 
Mstep: Class 7 contains 15266 members 
Mstep: Class 8 contains 239812 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55168 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52239 members 
Mstep: Class 16 contains 100612 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32598 members 
Mstep: Class 21 contains 46549 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054776.000000 Penalty: 71542.664062
Iteration 478Q: 22 clusters Score -1.160548e+08 nChanged 232
Entering ConstructFrom: 
Score: -116054776.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (138068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138068 members 
Entering Unmasked Estep 
Score: -17741352.000000 Penalty: 2935.204346
	Iteration 0F: 2 clusters Score -1.774135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -17650102.000000 Penalty: 5870.408691
	Iteration 0F: 3 clusters Score -1.76501e+07 nChanged 65769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -17687880.000000 Penalty: 5870.408691
	Iteration 1F: 3 clusters Score -1.768788e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -17688844.000000 Penalty: 5870.408691
	Iteration 2Q: 3 clusters Score -1.768884e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -17689882.000000 Penalty: 5870.408691
	Iteration 3Q: 3 clusters Score -1.768988e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -17691256.000000 Penalty: 5870.408691
	Iteration 4Q: 3 clusters Score -1.769126e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -17692636.000000 Penalty: 5870.408691
	Iteration 5Q: 3 clusters Score -1.769264e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -17694590.000000 Penalty: 5870.408691
	Iteration 6Q: 3 clusters Score -1.769459e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -17697238.000000 Penalty: 5870.408691
	Iteration 7Q: 3 clusters Score -1.769724e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -17701126.000000 Penalty: 5870.408691
	Iteration 8Q: 3 clusters Score -1.770113e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -17706318.000000 Penalty: 5870.408691
	Iteration 9F: 3 clusters Score -1.770632e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -17712524.000000 Penalty: 5870.408691
	Iteration 10F: 3 clusters Score -1.771252e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -17718168.000000 Penalty: 5870.408691
	Iteration 11F: 3 clusters Score -1.771817e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -17722270.000000 Penalty: 5870.408691
	Iteration 12Q: 3 clusters Score -1.772227e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -17724778.000000 Penalty: 5870.408691
	Iteration 13Q: 3 clusters Score -1.772478e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -17726672.000000 Penalty: 5870.408691
	Iteration 14Q: 3 clusters Score -1.772667e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -17728226.000000 Penalty: 5870.408691
	Iteration 15Q: 3 clusters Score -1.772823e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -17729684.000000 Penalty: 5870.408691
	Iteration 16Q: 3 clusters Score -1.772968e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -17731004.000000 Penalty: 5870.408691
	Iteration 17Q: 3 clusters Score -1.7731e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 127332 members 
Entering Unmasked Estep 
Score: -17732242.000000 Penalty: 5870.408691
	Iteration 18Q: 3 clusters Score -1.773224e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -17733492.000000 Penalty: 5870.408691
	Iteration 19Q: 3 clusters Score -1.773349e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 131612 members 
Entering Unmasked Estep 
Score: -17734694.000000 Penalty: 5870.408691
	Iteration 20F: 3 clusters Score -1.773469e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -17735864.000000 Penalty: 5870.408691
	Iteration 21Q: 3 clusters Score -1.773586e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -17736734.000000 Penalty: 5870.408691
	Iteration 22Q: 3 clusters Score -1.773673e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -17737344.000000 Penalty: 5870.408691
	Iteration 23Q: 3 clusters Score -1.773734e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 136294 members 
Entering Unmasked Estep 
Score: -17737860.000000 Penalty: 5870.408691
	Iteration 24Q: 3 clusters Score -1.773786e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -17738118.000000 Penalty: 5870.408691
	Iteration 25Q: 3 clusters Score -1.773812e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -17738344.000000 Penalty: 5870.408691
	Iteration 26Q: 3 clusters Score -1.773834e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 137167 members 
Entering Unmasked Estep 
Score: -17738472.000000 Penalty: 5870.408691
	Iteration 27Q: 3 clusters Score -1.773847e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 137278 members 
Entering Unmasked Estep 
Score: -17738560.000000 Penalty: 5870.408691
	Iteration 28Q: 3 clusters Score -1.773856e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 137351 members 
Entering Unmasked Estep 
Score: -17738610.000000 Penalty: 5870.408691
	Iteration 29Q: 3 clusters Score -1.773861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -17738650.000000 Penalty: 5870.408691
	Iteration 30Q: 3 clusters Score -1.773865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -17738682.000000 Penalty: 5870.408691
	Iteration 31Q: 3 clusters Score -1.773868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 137468 members 
Entering Unmasked Estep 
Score: -17738708.000000 Penalty: 5870.408691
	Iteration 32Q: 3 clusters Score -1.773871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 137489 members 
Entering Unmasked Estep 
Score: -17738726.000000 Penalty: 5870.408691
	Iteration 33Q: 3 clusters Score -1.773873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 137504 members 
Entering Unmasked Estep 
Score: -17738748.000000 Penalty: 5870.408691
	Iteration 34Q: 3 clusters Score -1.773875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 137515 members 
Entering Unmasked Estep 
Score: -17738764.000000 Penalty: 5870.408691
	Iteration 35Q: 3 clusters Score -1.773876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -17738772.000000 Penalty: 5870.408691
	Iteration 36Q: 3 clusters Score -1.773877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -17738784.000000 Penalty: 5870.408691
	Iteration 37Q: 3 clusters Score -1.773878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 137541 members 
Entering Unmasked Estep 
Score: -17738784.000000 Penalty: 5870.408691
	Iteration 38Q: 3 clusters Score -1.773878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -17738786.000000 Penalty: 5870.408691
	Iteration 39Q: 3 clusters Score -1.773879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -17738800.000000 Penalty: 5870.408691
	Iteration 40F: 3 clusters Score -1.77388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -17738796.000000 Penalty: 5870.408691
	Iteration 41Q: 3 clusters Score -1.77388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -17738798.000000 Penalty: 5870.408691
	Iteration 42Q: 3 clusters Score -1.77388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 137558 members 
Entering Unmasked Estep 
Score: -17738792.000000 Penalty: 5870.408691
	Iteration 43Q: 3 clusters Score -1.773879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 137562 members 
Entering Unmasked Estep 
Score: -17738794.000000 Penalty: 5870.408691
	Iteration 44Q: 3 clusters Score -1.773879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -17738800.000000 Penalty: 5870.408691
	Iteration 45Q: 3 clusters Score -1.77388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -17738806.000000 Penalty: 5870.408691
	Iteration 46Q: 3 clusters Score -1.773881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -17738806.000000 Penalty: 5870.408691
	Iteration 47Q: 3 clusters Score -1.773881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -17738802.000000 Penalty: 5870.408691
	Iteration 48Q: 3 clusters Score -1.77388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -17738804.000000 Penalty: 5870.408691
	Iteration 49Q: 3 clusters Score -1.77388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -17738804.000000 Penalty: 5870.408691
	Iteration 50F: 3 clusters Score -1.77388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -40819.847656 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -40819.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39540.398438 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -39540.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39915.496094 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -39915.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40274.878906 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -40274.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40594.433594 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -40594.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40637.500000 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -40637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40653.851562 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -40653.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40667.308594 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -40667.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40682.871094 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -40682.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40696.332031 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -40696.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40700.437500 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -40700.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40700.437500 Penalty: 2946.324951
	Iteration 10F: 3 clusters Score -40700.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1413267.000000 Penalty: 2321.100830
	Iteration 0F: 2 clusters Score -1413267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1404505.875000 Penalty: 4642.201660
	Iteration 0F: 3 clusters Score -1404506 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1407211.750000 Penalty: 4642.201660
	Iteration 1F: 3 clusters Score -1407212 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1407588.000000 Penalty: 4642.201660
	Iteration 2F: 3 clusters Score -1407588 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1407903.250000 Penalty: 4642.201660
	Iteration 3F: 3 clusters Score -1407903 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1408196.500000 Penalty: 4642.201660
	Iteration 4Q: 3 clusters Score -1408196 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1408496.000000 Penalty: 4642.201660
	Iteration 5Q: 3 clusters Score -1408496 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1408804.125000 Penalty: 4642.201660
	Iteration 6Q: 3 clusters Score -1408804 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1409159.625000 Penalty: 4642.201660
	Iteration 7Q: 3 clusters Score -1409160 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1409542.750000 Penalty: 4642.201660
	Iteration 8Q: 3 clusters Score -1409543 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1409925.625000 Penalty: 4642.201660
	Iteration 9Q: 3 clusters Score -1409926 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1410277.500000 Penalty: 4642.201660
	Iteration 10Q: 3 clusters Score -1410278 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1410553.375000 Penalty: 4642.201660
	Iteration 11Q: 3 clusters Score -1410553 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1410776.000000 Penalty: 4642.201660
	Iteration 12Q: 3 clusters Score -1410776 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1410902.500000 Penalty: 4642.201660
	Iteration 13Q: 3 clusters Score -1410902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1410988.500000 Penalty: 4642.201660
	Iteration 14Q: 3 clusters Score -1410988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1411078.750000 Penalty: 4642.201660
	Iteration 15Q: 3 clusters Score -1411079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1411141.750000 Penalty: 4642.201660
	Iteration 16Q: 3 clusters Score -1411142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1411181.500000 Penalty: 4642.201660
	Iteration 17Q: 3 clusters Score -1411182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1411195.875000 Penalty: 4642.201660
	Iteration 18Q: 3 clusters Score -1411196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1411211.250000 Penalty: 4642.201660
	Iteration 19Q: 3 clusters Score -1411211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1411222.625000 Penalty: 4642.201660
	Iteration 20F: 3 clusters Score -1411223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1411231.000000 Penalty: 4642.201660
	Iteration 21Q: 3 clusters Score -1411231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1411242.250000 Penalty: 4642.201660
	Iteration 22Q: 3 clusters Score -1411242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1411248.625000 Penalty: 4642.201660
	Iteration 23Q: 3 clusters Score -1411249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1411257.625000 Penalty: 4642.201660
	Iteration 24Q: 3 clusters Score -1411258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1411263.875000 Penalty: 4642.201660
	Iteration 25Q: 3 clusters Score -1411264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1411270.625000 Penalty: 4642.201660
	Iteration 26Q: 3 clusters Score -1411271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1411273.750000 Penalty: 4642.201660
	Iteration 27Q: 3 clusters Score -1411274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1411282.000000 Penalty: 4642.201660
	Iteration 28Q: 3 clusters Score -1411282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1411282.250000 Penalty: 4642.201660
	Iteration 29Q: 3 clusters Score -1411282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1411284.625000 Penalty: 4642.201660
	Iteration 30Q: 3 clusters Score -1411285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1411287.875000 Penalty: 4642.201660
	Iteration 31Q: 3 clusters Score -1411288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1411289.125000 Penalty: 4642.201660
	Iteration 32Q: 3 clusters Score -1411289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1411291.625000 Penalty: 4642.201660
	Iteration 33Q: 3 clusters Score -1411292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1411291.875000 Penalty: 4642.201660
	Iteration 34Q: 3 clusters Score -1411292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1411291.875000 Penalty: 4642.201660
	Iteration 35F: 3 clusters Score -1411292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -123632.695312 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -123632.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121683.421875 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -121683.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122078.945312 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -122078.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122272.351562 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -122272.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122512.250000 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -122512.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122667.257812 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -122667.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122766.265625 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -122766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -122823.953125 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -122824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122850.125000 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -122850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122870.164062 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -122870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122880.054688 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -122880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122892.453125 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -122892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -122912.406250 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -122912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122921.937500 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -122921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122935.195312 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -122935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122947.828125 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -122947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122952.007812 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -122952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122953.984375 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -122954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122955.515625 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -122955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122955.515625 Penalty: 3436.554688
	Iteration 18F: 3 clusters Score -122955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (203941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203941 members 
Entering Unmasked Estep 
Score: -25984174.000000 Penalty: 3031.945312
	Iteration 0F: 2 clusters Score -2.598417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -25851318.000000 Penalty: 6063.890625
	Iteration 0F: 3 clusters Score -2.585132e+07 nChanged 98083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -25908600.000000 Penalty: 6063.890625
	Iteration 1F: 3 clusters Score -2.59086e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -25909470.000000 Penalty: 6063.890625
	Iteration 2Q: 3 clusters Score -2.590947e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -25910932.000000 Penalty: 6063.890625
	Iteration 3Q: 3 clusters Score -2.591093e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -25912826.000000 Penalty: 6063.890625
	Iteration 4Q: 3 clusters Score -2.591283e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -25915558.000000 Penalty: 6063.890625
	Iteration 5Q: 3 clusters Score -2.591556e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -25919288.000000 Penalty: 6063.890625
	Iteration 6Q: 3 clusters Score -2.591929e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -25925984.000000 Penalty: 6063.890625
	Iteration 7F: 3 clusters Score -2.592598e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -25935904.000000 Penalty: 6063.890625
	Iteration 8F: 3 clusters Score -2.59359e+07 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -25948776.000000 Penalty: 6063.890625
	Iteration 9F: 3 clusters Score -2.594878e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133273 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -25958804.000000 Penalty: 6063.890625
	Iteration 10F: 3 clusters Score -2.59588e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137701 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -25963344.000000 Penalty: 6063.890625
	Iteration 11Q: 3 clusters Score -2.596334e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -25965426.000000 Penalty: 6063.890625
	Iteration 12Q: 3 clusters Score -2.596543e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -25967408.000000 Penalty: 6063.890625
	Iteration 13Q: 3 clusters Score -2.596741e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -25969400.000000 Penalty: 6063.890625
	Iteration 14Q: 3 clusters Score -2.59694e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -25971318.000000 Penalty: 6063.890625
	Iteration 15Q: 3 clusters Score -2.597132e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -25973120.000000 Penalty: 6063.890625
	Iteration 16Q: 3 clusters Score -2.597312e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -25974422.000000 Penalty: 6063.890625
	Iteration 17Q: 3 clusters Score -2.597442e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -25975582.000000 Penalty: 6063.890625
	Iteration 18Q: 3 clusters Score -2.597558e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -25976764.000000 Penalty: 6063.890625
	Iteration 19Q: 3 clusters Score -2.597676e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -25977814.000000 Penalty: 6063.890625
	Iteration 20F: 3 clusters Score -2.597781e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -25978754.000000 Penalty: 6063.890625
	Iteration 21Q: 3 clusters Score -2.597875e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174222 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -25979586.000000 Penalty: 6063.890625
	Iteration 22Q: 3 clusters Score -2.597959e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -25980070.000000 Penalty: 6063.890625
	Iteration 23Q: 3 clusters Score -2.598007e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178835 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -25980554.000000 Penalty: 6063.890625
	Iteration 24Q: 3 clusters Score -2.598055e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -25980928.000000 Penalty: 6063.890625
	Iteration 25Q: 3 clusters Score -2.598093e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182830 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -25981216.000000 Penalty: 6063.890625
	Iteration 26Q: 3 clusters Score -2.598122e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184552 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -25981450.000000 Penalty: 6063.890625
	Iteration 27Q: 3 clusters Score -2.598145e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186129 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -25981684.000000 Penalty: 6063.890625
	Iteration 28Q: 3 clusters Score -2.598168e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187572 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -25981834.000000 Penalty: 6063.890625
	Iteration 29Q: 3 clusters Score -2.598183e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188844 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -25981892.000000 Penalty: 6063.890625
	Iteration 30Q: 3 clusters Score -2.598189e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -25981934.000000 Penalty: 6063.890625
	Iteration 31Q: 3 clusters Score -2.598193e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190975 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -25982014.000000 Penalty: 6063.890625
	Iteration 32Q: 3 clusters Score -2.598201e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191878 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -25982136.000000 Penalty: 6063.890625
	Iteration 33Q: 3 clusters Score -2.598214e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192711 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -25982120.000000 Penalty: 6063.890625
	Iteration 34Q: 3 clusters Score -2.598212e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193507 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -25982178.000000 Penalty: 6063.890625
	Iteration 35Q: 3 clusters Score -2.598218e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194231 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -25982228.000000 Penalty: 6063.890625
	Iteration 36Q: 3 clusters Score -2.598223e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -25982286.000000 Penalty: 6063.890625
	Iteration 37Q: 3 clusters Score -2.598229e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195493 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -25982190.000000 Penalty: 6063.890625
	Iteration 38Q: 3 clusters Score -2.598219e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196036 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -25982198.000000 Penalty: 6063.890625
	Iteration 39Q: 3 clusters Score -2.59822e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196552 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -25982212.000000 Penalty: 6063.890625
	Iteration 40F: 3 clusters Score -2.598221e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -25982326.000000 Penalty: 6063.890625
	Iteration 41Q: 3 clusters Score -2.598233e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197469 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -25982370.000000 Penalty: 6063.890625
	Iteration 42Q: 3 clusters Score -2.598237e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197874 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -25982342.000000 Penalty: 6063.890625
	Iteration 43Q: 3 clusters Score -2.598234e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198268 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -25982380.000000 Penalty: 6063.890625
	Iteration 44Q: 3 clusters Score -2.598238e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198585 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -25982362.000000 Penalty: 6063.890625
	Iteration 45Q: 3 clusters Score -2.598236e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198870 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -25982336.000000 Penalty: 6063.890625
	Iteration 46Q: 3 clusters Score -2.598234e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199121 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -25982358.000000 Penalty: 6063.890625
	Iteration 47Q: 3 clusters Score -2.598236e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -25982348.000000 Penalty: 6063.890625
	Iteration 48Q: 3 clusters Score -2.598235e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -25982364.000000 Penalty: 6063.890625
	Iteration 49Q: 3 clusters Score -2.598236e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199757 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -25982362.000000 Penalty: 6063.890625
	Iteration 50Q: 3 clusters Score -2.598236e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199937 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -25982264.000000 Penalty: 6063.890625
	Iteration 51Q: 3 clusters Score -2.598226e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200104 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -25982220.000000 Penalty: 6063.890625
	Iteration 52Q: 3 clusters Score -2.598222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200243 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -25982210.000000 Penalty: 6063.890625
	Iteration 53Q: 3 clusters Score -2.598221e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200376 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -25982202.000000 Penalty: 6063.890625
	Iteration 54Q: 3 clusters Score -2.59822e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200479 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -25982150.000000 Penalty: 6063.890625
	Iteration 55Q: 3 clusters Score -2.598215e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -25982108.000000 Penalty: 6063.890625
	Iteration 56Q: 3 clusters Score -2.598211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200659 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -25982108.000000 Penalty: 6063.890625
	Iteration 57Q: 3 clusters Score -2.598211e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200745 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -25982098.000000 Penalty: 6063.890625
	Iteration 58Q: 3 clusters Score -2.59821e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200818 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -25982078.000000 Penalty: 6063.890625
	Iteration 59Q: 3 clusters Score -2.598208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200890 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -25982100.000000 Penalty: 6063.890625
	Iteration 60F: 3 clusters Score -2.59821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200957 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -25982114.000000 Penalty: 6063.890625
	Iteration 61Q: 3 clusters Score -2.598211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -25982116.000000 Penalty: 6063.890625
	Iteration 62Q: 3 clusters Score -2.598212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201089 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -25982086.000000 Penalty: 6063.890625
	Iteration 63Q: 3 clusters Score -2.598209e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201144 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -25982132.000000 Penalty: 6063.890625
	Iteration 64Q: 3 clusters Score -2.598213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201200 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25982118.000000 Penalty: 6063.890625
	Iteration 65Q: 3 clusters Score -2.598212e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201257 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -25982134.000000 Penalty: 6063.890625
	Iteration 66Q: 3 clusters Score -2.598213e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201327 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -25982108.000000 Penalty: 6063.890625
	Iteration 67Q: 3 clusters Score -2.598211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201386 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25982118.000000 Penalty: 6063.890625
	Iteration 68Q: 3 clusters Score -2.598212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201428 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -25982148.000000 Penalty: 6063.890625
	Iteration 69Q: 3 clusters Score -2.598215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201464 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -25982136.000000 Penalty: 6063.890625
	Iteration 70Q: 3 clusters Score -2.598214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201492 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25982122.000000 Penalty: 6063.890625
	Iteration 71Q: 3 clusters Score -2.598212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201519 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25982092.000000 Penalty: 6063.890625
	Iteration 72Q: 3 clusters Score -2.598209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201544 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -25982088.000000 Penalty: 6063.890625
	Iteration 73Q: 3 clusters Score -2.598209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201569 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -25982100.000000 Penalty: 6063.890625
	Iteration 74Q: 3 clusters Score -2.59821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201584 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25982114.000000 Penalty: 6063.890625
	Iteration 75Q: 3 clusters Score -2.598211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201607 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -25982124.000000 Penalty: 6063.890625
	Iteration 76Q: 3 clusters Score -2.598212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201633 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -25982138.000000 Penalty: 6063.890625
	Iteration 77Q: 3 clusters Score -2.598214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201659 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -25982104.000000 Penalty: 6063.890625
	Iteration 78Q: 3 clusters Score -2.59821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201684 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25982122.000000 Penalty: 6063.890625
	Iteration 79Q: 3 clusters Score -2.598212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201711 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -25982096.000000 Penalty: 6063.890625
	Iteration 80F: 3 clusters Score -2.59821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -25982108.000000 Penalty: 6063.890625
	Iteration 81Q: 3 clusters Score -2.598211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201771 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -25982062.000000 Penalty: 6063.890625
	Iteration 82Q: 3 clusters Score -2.598206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25982068.000000 Penalty: 6063.890625
	Iteration 83Q: 3 clusters Score -2.598207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201822 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -25982056.000000 Penalty: 6063.890625
	Iteration 84Q: 3 clusters Score -2.598206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201840 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -25982086.000000 Penalty: 6063.890625
	Iteration 85Q: 3 clusters Score -2.598209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201860 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -25982086.000000 Penalty: 6063.890625
	Iteration 86Q: 3 clusters Score -2.598209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201874 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -25982094.000000 Penalty: 6063.890625
	Iteration 87Q: 3 clusters Score -2.598209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201884 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -25982110.000000 Penalty: 6063.890625
	Iteration 88Q: 3 clusters Score -2.598211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -25982114.000000 Penalty: 6063.890625
	Iteration 89Q: 3 clusters Score -2.598211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201910 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25982118.000000 Penalty: 6063.890625
	Iteration 90Q: 3 clusters Score -2.598212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201920 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25982100.000000 Penalty: 6063.890625
	Iteration 91Q: 3 clusters Score -2.59821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201933 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -25982092.000000 Penalty: 6063.890625
	Iteration 92Q: 3 clusters Score -2.598209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201948 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -25982114.000000 Penalty: 6063.890625
	Iteration 93Q: 3 clusters Score -2.598211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201969 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25982088.000000 Penalty: 6063.890625
	Iteration 94Q: 3 clusters Score -2.598209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201994 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -25982088.000000 Penalty: 6063.890625
	Iteration 95Q: 3 clusters Score -2.598209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202015 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -25982084.000000 Penalty: 6063.890625
	Iteration 96Q: 3 clusters Score -2.598208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202034 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25982054.000000 Penalty: 6063.890625
	Iteration 97Q: 3 clusters Score -2.598205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202056 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -25982058.000000 Penalty: 6063.890625
	Iteration 98Q: 3 clusters Score -2.598206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202076 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 99Q: 3 clusters Score -2.598202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202097 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 100F: 3 clusters Score -2.598203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202111 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25982040.000000 Penalty: 6063.890625
	Iteration 101Q: 3 clusters Score -2.598204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202124 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -25982028.000000 Penalty: 6063.890625
	Iteration 102Q: 3 clusters Score -2.598203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202134 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 103Q: 3 clusters Score -2.598203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202145 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -25982002.000000 Penalty: 6063.890625
	Iteration 104Q: 3 clusters Score -2.5982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -25982008.000000 Penalty: 6063.890625
	Iteration 105Q: 3 clusters Score -2.598201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202166 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -25982010.000000 Penalty: 6063.890625
	Iteration 106Q: 3 clusters Score -2.598201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202177 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25982008.000000 Penalty: 6063.890625
	Iteration 107Q: 3 clusters Score -2.598201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202184 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -25982016.000000 Penalty: 6063.890625
	Iteration 108Q: 3 clusters Score -2.598202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202188 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -25982012.000000 Penalty: 6063.890625
	Iteration 109Q: 3 clusters Score -2.598201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202197 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -25981990.000000 Penalty: 6063.890625
	Iteration 110Q: 3 clusters Score -2.598199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202202 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -25982010.000000 Penalty: 6063.890625
	Iteration 111Q: 3 clusters Score -2.598201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202205 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25982006.000000 Penalty: 6063.890625
	Iteration 112Q: 3 clusters Score -2.598201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202209 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -25981996.000000 Penalty: 6063.890625
	Iteration 113Q: 3 clusters Score -2.5982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202216 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25982004.000000 Penalty: 6063.890625
	Iteration 114Q: 3 clusters Score -2.5982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202223 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25982028.000000 Penalty: 6063.890625
	Iteration 115Q: 3 clusters Score -2.598203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202233 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -25982030.000000 Penalty: 6063.890625
	Iteration 116Q: 3 clusters Score -2.598203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202241 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -25982018.000000 Penalty: 6063.890625
	Iteration 117Q: 3 clusters Score -2.598202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202244 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 118Q: 3 clusters Score -2.598202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 119Q: 3 clusters Score -2.598203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202250 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -25982004.000000 Penalty: 6063.890625
	Iteration 120F: 3 clusters Score -2.5982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202259 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 121Q: 3 clusters Score -2.598202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202266 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -25982006.000000 Penalty: 6063.890625
	Iteration 122Q: 3 clusters Score -2.598201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202275 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -25982008.000000 Penalty: 6063.890625
	Iteration 123Q: 3 clusters Score -2.598201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202283 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25982004.000000 Penalty: 6063.890625
	Iteration 124Q: 3 clusters Score -2.5982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202290 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -25982012.000000 Penalty: 6063.890625
	Iteration 125Q: 3 clusters Score -2.598201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202294 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -25982014.000000 Penalty: 6063.890625
	Iteration 126Q: 3 clusters Score -2.598201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202298 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -25982010.000000 Penalty: 6063.890625
	Iteration 127Q: 3 clusters Score -2.598201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202302 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -25982014.000000 Penalty: 6063.890625
	Iteration 128Q: 3 clusters Score -2.598201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202304 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -25982022.000000 Penalty: 6063.890625
	Iteration 129Q: 3 clusters Score -2.598202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202305 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25982014.000000 Penalty: 6063.890625
	Iteration 130Q: 3 clusters Score -2.598201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202308 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -25982034.000000 Penalty: 6063.890625
	Iteration 131Q: 3 clusters Score -2.598203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202312 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -25982028.000000 Penalty: 6063.890625
	Iteration 132Q: 3 clusters Score -2.598203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202315 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -25982040.000000 Penalty: 6063.890625
	Iteration 133Q: 3 clusters Score -2.598204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202318 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25982018.000000 Penalty: 6063.890625
	Iteration 134Q: 3 clusters Score -2.598202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202320 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25982032.000000 Penalty: 6063.890625
	Iteration 135Q: 3 clusters Score -2.598203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202322 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 136Q: 3 clusters Score -2.598203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202325 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -25982034.000000 Penalty: 6063.890625
	Iteration 137Q: 3 clusters Score -2.598203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202330 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -25982028.000000 Penalty: 6063.890625
	Iteration 138Q: 3 clusters Score -2.598203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202335 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25982022.000000 Penalty: 6063.890625
	Iteration 139Q: 3 clusters Score -2.598202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202338 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25982014.000000 Penalty: 6063.890625
	Iteration 140F: 3 clusters Score -2.598201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202341 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25982022.000000 Penalty: 6063.890625
	Iteration 141Q: 3 clusters Score -2.598202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25982018.000000 Penalty: 6063.890625
	Iteration 142Q: 3 clusters Score -2.598202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202346 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -25982016.000000 Penalty: 6063.890625
	Iteration 143Q: 3 clusters Score -2.598202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25982018.000000 Penalty: 6063.890625
	Iteration 144Q: 3 clusters Score -2.598202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202349 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25982042.000000 Penalty: 6063.890625
	Iteration 145Q: 3 clusters Score -2.598204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202350 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25982032.000000 Penalty: 6063.890625
	Iteration 146Q: 3 clusters Score -2.598203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202352 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -25982040.000000 Penalty: 6063.890625
	Iteration 147Q: 3 clusters Score -2.598204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202353 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 148Q: 3 clusters Score -2.598203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202354 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 149Q: 3 clusters Score -2.598203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202354 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25982024.000000 Penalty: 6063.890625
	Iteration 150Q: 3 clusters Score -2.598202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202360 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25982026.000000 Penalty: 6063.890625
	Iteration 151Q: 3 clusters Score -2.598203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202368 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -25982022.000000 Penalty: 6063.890625
	Iteration 152Q: 3 clusters Score -2.598202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202370 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 153Q: 3 clusters Score -2.598202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202372 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 154Q: 3 clusters Score -2.598202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202372 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25982020.000000 Penalty: 6063.890625
	Iteration 155F: 3 clusters Score -2.598202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Entering Unmasked Estep 
Score: -1989441.375000 Penalty: 2389.046631
	Iteration 0F: 2 clusters Score -1989441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1978473.000000 Penalty: 4778.093262
	Iteration 0F: 3 clusters Score -1978473 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1981957.625000 Penalty: 4778.093262
	Iteration 1F: 3 clusters Score -1981958 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1982321.625000 Penalty: 4778.093262
	Iteration 2F: 3 clusters Score -1982322 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1982611.875000 Penalty: 4778.093262
	Iteration 3Q: 3 clusters Score -1982612 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1982895.375000 Penalty: 4778.093262
	Iteration 4Q: 3 clusters Score -1982895 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1983228.625000 Penalty: 4778.093262
	Iteration 5Q: 3 clusters Score -1983229 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1983602.750000 Penalty: 4778.093262
	Iteration 6Q: 3 clusters Score -1983603 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1984056.625000 Penalty: 4778.093262
	Iteration 7Q: 3 clusters Score -1984057 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1984615.375000 Penalty: 4778.093262
	Iteration 8F: 3 clusters Score -1984615 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1985200.125000 Penalty: 4778.093262
	Iteration 9F: 3 clusters Score -1985200 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1985796.625000 Penalty: 4778.093262
	Iteration 10Q: 3 clusters Score -1985797 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1986296.000000 Penalty: 4778.093262
	Iteration 11Q: 3 clusters Score -1986296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1986654.375000 Penalty: 4778.093262
	Iteration 12Q: 3 clusters Score -1986654 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1986899.250000 Penalty: 4778.093262
	Iteration 13Q: 3 clusters Score -1986899 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1987054.125000 Penalty: 4778.093262
	Iteration 14Q: 3 clusters Score -1987054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1987137.500000 Penalty: 4778.093262
	Iteration 15Q: 3 clusters Score -1987138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1987193.625000 Penalty: 4778.093262
	Iteration 16Q: 3 clusters Score -1987194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1987232.875000 Penalty: 4778.093262
	Iteration 17Q: 3 clusters Score -1987233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1987275.375000 Penalty: 4778.093262
	Iteration 18Q: 3 clusters Score -1987275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1987303.500000 Penalty: 4778.093262
	Iteration 19Q: 3 clusters Score -1987304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1987316.000000 Penalty: 4778.093262
	Iteration 20F: 3 clusters Score -1987316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1987332.500000 Penalty: 4778.093262
	Iteration 21Q: 3 clusters Score -1987332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1987335.750000 Penalty: 4778.093262
	Iteration 22Q: 3 clusters Score -1987336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1987347.125000 Penalty: 4778.093262
	Iteration 23Q: 3 clusters Score -1987347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1987351.375000 Penalty: 4778.093262
	Iteration 24Q: 3 clusters Score -1987351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1987352.625000 Penalty: 4778.093262
	Iteration 25Q: 3 clusters Score -1987353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1987352.625000 Penalty: 4778.093262
	Iteration 26F: 3 clusters Score -1987353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (239791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239791 members 
Entering Unmasked Estep 
Score: -30647192.000000 Penalty: 3072.105713
	Iteration 0F: 2 clusters Score -3.064719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 119381 members 
Entering Unmasked Estep 
Score: -30548234.000000 Penalty: 6144.211426
	Iteration 0F: 3 clusters Score -3.054823e+07 nChanged 115853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130363 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -30616542.000000 Penalty: 6144.211426
	Iteration 1F: 3 clusters Score -3.061654e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
Score: -30618774.000000 Penalty: 6144.211426
	Iteration 2Q: 3 clusters Score -3.061877e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -30622232.000000 Penalty: 6144.211426
	Iteration 3Q: 3 clusters Score -3.062223e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -30627064.000000 Penalty: 6144.211426
	Iteration 4F: 3 clusters Score -3.062706e+07 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175240 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -30632082.000000 Penalty: 6144.211426
	Iteration 5F: 3 clusters Score -3.063208e+07 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190818 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -30633452.000000 Penalty: 6144.211426
	Iteration 6F: 3 clusters Score -3.063345e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201781 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -30634420.000000 Penalty: 6144.211426
	Iteration 7F: 3 clusters Score -3.063442e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208818 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -30635846.000000 Penalty: 6144.211426
	Iteration 8Q: 3 clusters Score -3.063585e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212709 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -30637196.000000 Penalty: 6144.211426
	Iteration 9Q: 3 clusters Score -3.06372e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214303 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -30638954.000000 Penalty: 6144.211426
	Iteration 10Q: 3 clusters Score -3.063895e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214679 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -30640080.000000 Penalty: 6144.211426
	Iteration 11Q: 3 clusters Score -3.064008e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214398 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -30641038.000000 Penalty: 6144.211426
	Iteration 12Q: 3 clusters Score -3.064104e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213862 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -30641582.000000 Penalty: 6144.211426
	Iteration 13Q: 3 clusters Score -3.064158e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213247 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -30641966.000000 Penalty: 6144.211426
	Iteration 14Q: 3 clusters Score -3.064197e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212633 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -30642324.000000 Penalty: 6144.211426
	Iteration 15Q: 3 clusters Score -3.064232e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211994 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -30642636.000000 Penalty: 6144.211426
	Iteration 16Q: 3 clusters Score -3.064264e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211357 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -30642994.000000 Penalty: 6144.211426
	Iteration 17Q: 3 clusters Score -3.064299e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210663 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -30643330.000000 Penalty: 6144.211426
	Iteration 18Q: 3 clusters Score -3.064333e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209903 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -30643626.000000 Penalty: 6144.211426
	Iteration 19Q: 3 clusters Score -3.064363e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209031 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -30643986.000000 Penalty: 6144.211426
	Iteration 20F: 3 clusters Score -3.064399e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208039 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -30644508.000000 Penalty: 6144.211426
	Iteration 21Q: 3 clusters Score -3.064451e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206950 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -30645106.000000 Penalty: 6144.211426
	Iteration 22Q: 3 clusters Score -3.064511e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -30645686.000000 Penalty: 6144.211426
	Iteration 23Q: 3 clusters Score -3.064569e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204442 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -30646288.000000 Penalty: 6144.211426
	Iteration 24Q: 3 clusters Score -3.064629e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202946 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -30646828.000000 Penalty: 6144.211426
	Iteration 25Q: 3 clusters Score -3.064683e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201341 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -30647288.000000 Penalty: 6144.211426
	Iteration 26Q: 3 clusters Score -3.064729e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199543 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -30648108.000000 Penalty: 6144.211426
	Iteration 27Q: 3 clusters Score -3.064811e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197579 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -30648892.000000 Penalty: 6144.211426
	Iteration 28Q: 3 clusters Score -3.064889e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -30649874.000000 Penalty: 6144.211426
	Iteration 29Q: 3 clusters Score -3.064987e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193119 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -30650710.000000 Penalty: 6144.211426
	Iteration 30Q: 3 clusters Score -3.065071e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190607 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -30651674.000000 Penalty: 6144.211426
	Iteration 31Q: 3 clusters Score -3.065167e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -30652912.000000 Penalty: 6144.211426
	Iteration 32Q: 3 clusters Score -3.065291e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184997 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -30654362.000000 Penalty: 6144.211426
	Iteration 33Q: 3 clusters Score -3.065436e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -30655594.000000 Penalty: 6144.211426
	Iteration 34Q: 3 clusters Score -3.065559e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -30657068.000000 Penalty: 6144.211426
	Iteration 35Q: 3 clusters Score -3.065707e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -30658040.000000 Penalty: 6144.211426
	Iteration 36Q: 3 clusters Score -3.065804e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -30658608.000000 Penalty: 6144.211426
	Iteration 37Q: 3 clusters Score -3.065861e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -30659170.000000 Penalty: 6144.211426
	Iteration 38Q: 3 clusters Score -3.065917e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -30659786.000000 Penalty: 6144.211426
	Iteration 39Q: 3 clusters Score -3.065979e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -30660320.000000 Penalty: 6144.211426
	Iteration 40F: 3 clusters Score -3.066032e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -30660824.000000 Penalty: 6144.211426
	Iteration 41Q: 3 clusters Score -3.066082e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -30661276.000000 Penalty: 6144.211426
	Iteration 42Q: 3 clusters Score -3.066128e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -30661746.000000 Penalty: 6144.211426
	Iteration 43Q: 3 clusters Score -3.066175e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -30662220.000000 Penalty: 6144.211426
	Iteration 44Q: 3 clusters Score -3.066222e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148820 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -30662366.000000 Penalty: 6144.211426
	Iteration 45Q: 3 clusters Score -3.066237e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -30662674.000000 Penalty: 6144.211426
	Iteration 46Q: 3 clusters Score -3.066267e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -30662996.000000 Penalty: 6144.211426
	Iteration 47Q: 3 clusters Score -3.0663e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -30663368.000000 Penalty: 6144.211426
	Iteration 48Q: 3 clusters Score -3.066337e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135907 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -30663524.000000 Penalty: 6144.211426
	Iteration 49Q: 3 clusters Score -3.066352e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -30663710.000000 Penalty: 6144.211426
	Iteration 50Q: 3 clusters Score -3.066371e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -30663892.000000 Penalty: 6144.211426
	Iteration 51Q: 3 clusters Score -3.066389e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -30664034.000000 Penalty: 6144.211426
	Iteration 52Q: 3 clusters Score -3.066403e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -30664288.000000 Penalty: 6144.211426
	Iteration 53Q: 3 clusters Score -3.066429e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -30664254.000000 Penalty: 6144.211426
	Iteration 54Q: 3 clusters Score -3.066425e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 127456 members 
Entering Unmasked Estep 
Score: -30664786.000000 Penalty: 6144.211426
	Iteration 55Q: 3 clusters Score -3.066479e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -30665180.000000 Penalty: 6144.211426
	Iteration 56Q: 3 clusters Score -3.066518e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -30665604.000000 Penalty: 6144.211426
	Iteration 57Q: 3 clusters Score -3.06656e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 146338 members 
Entering Unmasked Estep 
Score: -30665888.000000 Penalty: 6144.211426
	Iteration 58Q: 3 clusters Score -3.066589e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -30666106.000000 Penalty: 6144.211426
	Iteration 59Q: 3 clusters Score -3.066611e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -30665708.000000 Penalty: 6144.211426
	Iteration 60F: 3 clusters Score -3.066571e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -30664606.000000 Penalty: 6144.211426
	Iteration 61F: 3 clusters Score -3.066461e+07 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 195129 members 
Entering Unmasked Estep 
Score: -30660960.000000 Penalty: 6144.211426
	Iteration 62F: 3 clusters Score -3.066096e+07 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 210591 members 
Entering Unmasked Estep 
Score: -30656120.000000 Penalty: 6144.211426
	Iteration 63F: 3 clusters Score -3.065612e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 220548 members 
Entering Unmasked Estep 
Score: -30651830.000000 Penalty: 6144.211426
	Iteration 64Q: 3 clusters Score -3.065183e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 226423 members 
Entering Unmasked Estep 
Score: -30649154.000000 Penalty: 6144.211426
	Iteration 65Q: 3 clusters Score -3.064915e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 230058 members 
Entering Unmasked Estep 
Score: -30647878.000000 Penalty: 6144.211426
	Iteration 66Q: 3 clusters Score -3.064788e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 232504 members 
Entering Unmasked Estep 
Score: -30646882.000000 Penalty: 6144.211426
	Iteration 67Q: 3 clusters Score -3.064688e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 234229 members 
Entering Unmasked Estep 
Score: -30646240.000000 Penalty: 6144.211426
	Iteration 68Q: 3 clusters Score -3.064624e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 235470 members 
Entering Unmasked Estep 
Score: -30645946.000000 Penalty: 6144.211426
	Iteration 69Q: 3 clusters Score -3.064595e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 236379 members 
Entering Unmasked Estep 
Score: -30645628.000000 Penalty: 6144.211426
	Iteration 70Q: 3 clusters Score -3.064563e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 237051 members 
Entering Unmasked Estep 
Score: -30645518.000000 Penalty: 6144.211426
	Iteration 71Q: 3 clusters Score -3.064552e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 237531 members 
Entering Unmasked Estep 
Score: -30645430.000000 Penalty: 6144.211426
	Iteration 72Q: 3 clusters Score -3.064543e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 237869 members 
Entering Unmasked Estep 
Score: -30645352.000000 Penalty: 6144.211426
	Iteration 73Q: 3 clusters Score -3.064535e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 238153 members 
Entering Unmasked Estep 
Score: -30645336.000000 Penalty: 6144.211426
	Iteration 74Q: 3 clusters Score -3.064534e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 238367 members 
Entering Unmasked Estep 
Score: -30645208.000000 Penalty: 6144.211426
	Iteration 75Q: 3 clusters Score -3.064521e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 238514 members 
Entering Unmasked Estep 
Score: -30645162.000000 Penalty: 6144.211426
	Iteration 76Q: 3 clusters Score -3.064516e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 238640 members 
Entering Unmasked Estep 
Score: -30645136.000000 Penalty: 6144.211426
	Iteration 77Q: 3 clusters Score -3.064514e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 238727 members 
Entering Unmasked Estep 
Score: -30645154.000000 Penalty: 6144.211426
	Iteration 78Q: 3 clusters Score -3.064515e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 238793 members 
Entering Unmasked Estep 
Score: -30645134.000000 Penalty: 6144.211426
	Iteration 79Q: 3 clusters Score -3.064513e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 238859 members 
Entering Unmasked Estep 
Score: -30645148.000000 Penalty: 6144.211426
	Iteration 80F: 3 clusters Score -3.064515e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 238899 members 
Entering Unmasked Estep 
Score: -30645146.000000 Penalty: 6144.211426
	Iteration 81Q: 3 clusters Score -3.064515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 238918 members 
Entering Unmasked Estep 
Score: -30645136.000000 Penalty: 6144.211426
	Iteration 82Q: 3 clusters Score -3.064514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 238935 members 
Entering Unmasked Estep 
Score: -30645134.000000 Penalty: 6144.211426
	Iteration 83Q: 3 clusters Score -3.064513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 238948 members 
Entering Unmasked Estep 
Score: -30645130.000000 Penalty: 6144.211426
	Iteration 84Q: 3 clusters Score -3.064513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 238967 members 
Entering Unmasked Estep 
Score: -30645154.000000 Penalty: 6144.211426
	Iteration 85Q: 3 clusters Score -3.064515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 238978 members 
Entering Unmasked Estep 
Score: -30645116.000000 Penalty: 6144.211426
	Iteration 86Q: 3 clusters Score -3.064512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 238985 members 
Entering Unmasked Estep 
Score: -30645118.000000 Penalty: 6144.211426
	Iteration 87Q: 3 clusters Score -3.064512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 238992 members 
Entering Unmasked Estep 
Score: -30645102.000000 Penalty: 6144.211426
	Iteration 88Q: 3 clusters Score -3.06451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 238998 members 
Entering Unmasked Estep 
Score: -30645110.000000 Penalty: 6144.211426
	Iteration 89Q: 3 clusters Score -3.064511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 239004 members 
Entering Unmasked Estep 
Score: -30645108.000000 Penalty: 6144.211426
	Iteration 90Q: 3 clusters Score -3.064511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 239005 members 
Entering Unmasked Estep 
Score: -30645126.000000 Penalty: 6144.211426
	Iteration 91Q: 3 clusters Score -3.064513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 239008 members 
Entering Unmasked Estep 
Score: -30645142.000000 Penalty: 6144.211426
	Iteration 92Q: 3 clusters Score -3.064514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 239009 members 
Entering Unmasked Estep 
Score: -30645140.000000 Penalty: 6144.211426
	Iteration 93Q: 3 clusters Score -3.064514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 239020 members 
Entering Unmasked Estep 
Score: -30645146.000000 Penalty: 6144.211426
	Iteration 94Q: 3 clusters Score -3.064515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 239025 members 
Entering Unmasked Estep 
Score: -30645128.000000 Penalty: 6144.211426
	Iteration 95Q: 3 clusters Score -3.064513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 239026 members 
Entering Unmasked Estep 
Score: -30645152.000000 Penalty: 6144.211426
	Iteration 96Q: 3 clusters Score -3.064515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 239029 members 
Entering Unmasked Estep 
Score: -30645142.000000 Penalty: 6144.211426
	Iteration 97Q: 3 clusters Score -3.064514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 239031 members 
Entering Unmasked Estep 
Score: -30645132.000000 Penalty: 6144.211426
	Iteration 98Q: 3 clusters Score -3.064513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 239035 members 
Entering Unmasked Estep 
Score: -30645126.000000 Penalty: 6144.211426
	Iteration 99Q: 3 clusters Score -3.064513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 239036 members 
Entering Unmasked Estep 
Score: -30645120.000000 Penalty: 6144.211426
	Iteration 100F: 3 clusters Score -3.064512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -138157.609375 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -138157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136282.421875 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -136282.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137028.265625 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -137028.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137405.921875 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -137405.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -137641.421875 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -137641.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -137929.328125 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -137929.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -138132.156250 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -138132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -138186.390625 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -138186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -138221.765625 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -138221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -138245.578125 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -138245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -138268.968750 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -138269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -138295.000000 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -138295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -138316.750000 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -138316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -138326.093750 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -138326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -138338.328125 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -138338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -138338.328125 Penalty: 3495.136963
	Iteration 14F: 3 clusters Score -138338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 4 contains 174 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203941 members 
Mstep: Class 7 contains 15264 members 
Mstep: Class 8 contains 239791 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 55175 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52234 members 
Mstep: Class 16 contains 100571 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32595 members 
Mstep: Class 21 contains 46554 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
Score: -116053344.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116054776.000000 to -116053344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (55175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Entering Unmasked Estep 
Score: -7111382.500000 Penalty: 2707.729736
	Iteration 0F: 2 clusters Score -7111382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -7074170.500000 Penalty: 5415.459473
	Iteration 0F: 3 clusters Score -7074170 nChanged 25604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7088413.000000 Penalty: 5415.459473
	Iteration 1F: 3 clusters Score -7088413 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -7089142.500000 Penalty: 5415.459473
	Iteration 2Q: 3 clusters Score -7089142 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7089991.500000 Penalty: 5415.459473
	Iteration 3Q: 3 clusters Score -7089992 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7091180.000000 Penalty: 5415.459473
	Iteration 4Q: 3 clusters Score -7091180 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7093085.000000 Penalty: 5415.459473
	Iteration 5F: 3 clusters Score -7093085 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7096206.500000 Penalty: 5415.459473
	Iteration 6F: 3 clusters Score -7096206 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -7100126.500000 Penalty: 5415.459473
	Iteration 7F: 3 clusters Score -7100126 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -7103729.500000 Penalty: 5415.459473
	Iteration 8F: 3 clusters Score -7103730 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -7105991.500000 Penalty: 5415.459473
	Iteration 9Q: 3 clusters Score -7105992 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -7107146.500000 Penalty: 5415.459473
	Iteration 10Q: 3 clusters Score -7107146 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7107779.500000 Penalty: 5415.459473
	Iteration 11Q: 3 clusters Score -7107780 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7108117.500000 Penalty: 5415.459473
	Iteration 12Q: 3 clusters Score -7108118 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -7108349.500000 Penalty: 5415.459473
	Iteration 13Q: 3 clusters Score -7108350 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7108499.500000 Penalty: 5415.459473
	Iteration 14Q: 3 clusters Score -7108500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -7108572.500000 Penalty: 5415.459473
	Iteration 15Q: 3 clusters Score -7108572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -7108654.000000 Penalty: 5415.459473
	Iteration 16Q: 3 clusters Score -7108654 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7108712.500000 Penalty: 5415.459473
	Iteration 17Q: 3 clusters Score -7108712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -7108734.000000 Penalty: 5415.459473
	Iteration 18Q: 3 clusters Score -7108734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -7108765.500000 Penalty: 5415.459473
	Iteration 19Q: 3 clusters Score -7108766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -7108791.500000 Penalty: 5415.459473
	Iteration 20F: 3 clusters Score -7108792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -7108814.000000 Penalty: 5415.459473
	Iteration 21Q: 3 clusters Score -7108814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -7108835.000000 Penalty: 5415.459473
	Iteration 22Q: 3 clusters Score -7108835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -7108869.500000 Penalty: 5415.459473
	Iteration 23Q: 3 clusters Score -7108870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -7108863.500000 Penalty: 5415.459473
	Iteration 24Q: 3 clusters Score -7108864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7108874.500000 Penalty: 5415.459473
	Iteration 25Q: 3 clusters Score -7108874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -7108885.000000 Penalty: 5415.459473
	Iteration 26Q: 3 clusters Score -7108885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -7108884.000000 Penalty: 5415.459473
	Iteration 27Q: 3 clusters Score -7108884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7108903.000000 Penalty: 5415.459473
	Iteration 28Q: 3 clusters Score -7108903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7108907.500000 Penalty: 5415.459473
	Iteration 29Q: 3 clusters Score -7108908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -7108915.000000 Penalty: 5415.459473
	Iteration 30Q: 3 clusters Score -7108915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -7108917.500000 Penalty: 5415.459473
	Iteration 31Q: 3 clusters Score -7108918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7108918.500000 Penalty: 5415.459473
	Iteration 32Q: 3 clusters Score -7108918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -7108929.000000 Penalty: 5415.459473
	Iteration 33Q: 3 clusters Score -7108929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7108928.000000 Penalty: 5415.459473
	Iteration 34Q: 3 clusters Score -7108928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -7108925.500000 Penalty: 5415.459473
	Iteration 35Q: 3 clusters Score -7108926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -7108923.500000 Penalty: 5415.459473
	Iteration 36Q: 3 clusters Score -7108924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7108932.500000 Penalty: 5415.459473
	Iteration 37Q: 3 clusters Score -7108932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7108939.500000 Penalty: 5415.459473
	Iteration 38Q: 3 clusters Score -7108940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7108944.500000 Penalty: 5415.459473
	Iteration 39Q: 3 clusters Score -7108944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7108952.000000 Penalty: 5415.459473
	Iteration 40F: 3 clusters Score -7108952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7108948.000000 Penalty: 5415.459473
	Iteration 41Q: 3 clusters Score -7108948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7108944.000000 Penalty: 5415.459473
	Iteration 42Q: 3 clusters Score -7108944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -7108954.500000 Penalty: 5415.459473
	Iteration 43Q: 3 clusters Score -7108954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7108957.000000 Penalty: 5415.459473
	Iteration 44Q: 3 clusters Score -7108957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -7108957.000000 Penalty: 5415.459473
	Iteration 45Q: 3 clusters Score -7108957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -7108958.000000 Penalty: 5415.459473
	Iteration 46Q: 3 clusters Score -7108958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -7108958.000000 Penalty: 5415.459473
	Iteration 47F: 3 clusters Score -7108958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -356401.281250 Penalty: 1970.936646
	Iteration 0F: 2 clusters Score -356401.3 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 1397 members 
Entering Unmasked Estep 
Score: -353318.375000 Penalty: 3941.873291
	Iteration 0F: 3 clusters Score -353318.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -353945.156250 Penalty: 3941.873291
	Iteration 1F: 3 clusters Score -353945.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -354124.031250 Penalty: 3941.873291
	Iteration 2F: 3 clusters Score -354124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -354240.343750 Penalty: 3941.873291
	Iteration 3F: 3 clusters Score -354240.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -354328.312500 Penalty: 3941.873291
	Iteration 4Q: 3 clusters Score -354328.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -354418.062500 Penalty: 3941.873291
	Iteration 5Q: 3 clusters Score -354418.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -354503.156250 Penalty: 3941.873291
	Iteration 6Q: 3 clusters Score -354503.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -354565.281250 Penalty: 3941.873291
	Iteration 7Q: 3 clusters Score -354565.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -354622.250000 Penalty: 3941.873291
	Iteration 8Q: 3 clusters Score -354622.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -354671.812500 Penalty: 3941.873291
	Iteration 9Q: 3 clusters Score -354671.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -354713.781250 Penalty: 3941.873291
	Iteration 10Q: 3 clusters Score -354713.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -354753.156250 Penalty: 3941.873291
	Iteration 11Q: 3 clusters Score -354753.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -354778.062500 Penalty: 3941.873291
	Iteration 12Q: 3 clusters Score -354778.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -354807.562500 Penalty: 3941.873291
	Iteration 13Q: 3 clusters Score -354807.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -354844.593750 Penalty: 3941.873291
	Iteration 14Q: 3 clusters Score -354844.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -354866.156250 Penalty: 3941.873291
	Iteration 15Q: 3 clusters Score -354866.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -354883.687500 Penalty: 3941.873291
	Iteration 16Q: 3 clusters Score -354883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -354895.843750 Penalty: 3941.873291
	Iteration 17Q: 3 clusters Score -354895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -354903.406250 Penalty: 3941.873291
	Iteration 18Q: 3 clusters Score -354903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -354912.156250 Penalty: 3941.873291
	Iteration 19Q: 3 clusters Score -354912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -354919.718750 Penalty: 3941.873291
	Iteration 20F: 3 clusters Score -354919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -354924.906250 Penalty: 3941.873291
	Iteration 21Q: 3 clusters Score -354924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -354928.250000 Penalty: 3941.873291
	Iteration 22Q: 3 clusters Score -354928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -354929.625000 Penalty: 3941.873291
	Iteration 23Q: 3 clusters Score -354929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -354934.687500 Penalty: 3941.873291
	Iteration 24Q: 3 clusters Score -354934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -354937.343750 Penalty: 3941.873291
	Iteration 25Q: 3 clusters Score -354937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -354941.593750 Penalty: 3941.873291
	Iteration 26Q: 3 clusters Score -354941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -354946.062500 Penalty: 3941.873291
	Iteration 27Q: 3 clusters Score -354946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -354948.562500 Penalty: 3941.873291
	Iteration 28Q: 3 clusters Score -354948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -354950.843750 Penalty: 3941.873291
	Iteration 29Q: 3 clusters Score -354950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -354952.718750 Penalty: 3941.873291
	Iteration 30Q: 3 clusters Score -354952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -354954.062500 Penalty: 3941.873291
	Iteration 31Q: 3 clusters Score -354954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -354955.375000 Penalty: 3941.873291
	Iteration 32Q: 3 clusters Score -354955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -354956.156250 Penalty: 3941.873291
	Iteration 33Q: 3 clusters Score -354956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -354956.031250 Penalty: 3941.873291
	Iteration 34Q: 3 clusters Score -354956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -354956.031250 Penalty: 3941.873291
	Iteration 35F: 3 clusters Score -354956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -705318.312500 Penalty: 2149.413818
	Iteration 0F: 2 clusters Score -705318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -700218.812500 Penalty: 4298.827637
	Iteration 0F: 3 clusters Score -700218.8 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -701443.875000 Penalty: 4298.827637
	Iteration 1F: 3 clusters Score -701443.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -701638.187500 Penalty: 4298.827637
	Iteration 2F: 3 clusters Score -701638.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -701764.250000 Penalty: 4298.827637
	Iteration 3Q: 3 clusters Score -701764.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -701859.562500 Penalty: 4298.827637
	Iteration 4Q: 3 clusters Score -701859.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -701946.000000 Penalty: 4298.827637
	Iteration 5Q: 3 clusters Score -701946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -702023.437500 Penalty: 4298.827637
	Iteration 6Q: 3 clusters Score -702023.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -702075.312500 Penalty: 4298.827637
	Iteration 7Q: 3 clusters Score -702075.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -702117.812500 Penalty: 4298.827637
	Iteration 8Q: 3 clusters Score -702117.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -702146.000000 Penalty: 4298.827637
	Iteration 9Q: 3 clusters Score -702146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -702179.437500 Penalty: 4298.827637
	Iteration 10Q: 3 clusters Score -702179.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -702212.500000 Penalty: 4298.827637
	Iteration 11Q: 3 clusters Score -702212.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -702241.500000 Penalty: 4298.827637
	Iteration 12Q: 3 clusters Score -702241.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -702266.187500 Penalty: 4298.827637
	Iteration 13Q: 3 clusters Score -702266.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -702284.687500 Penalty: 4298.827637
	Iteration 14Q: 3 clusters Score -702284.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -702306.625000 Penalty: 4298.827637
	Iteration 15Q: 3 clusters Score -702306.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -702330.125000 Penalty: 4298.827637
	Iteration 16Q: 3 clusters Score -702330.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -702351.250000 Penalty: 4298.827637
	Iteration 17Q: 3 clusters Score -702351.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -702375.000000 Penalty: 4298.827637
	Iteration 18Q: 3 clusters Score -702375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -702401.250000 Penalty: 4298.827637
	Iteration 19Q: 3 clusters Score -702401.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -702430.437500 Penalty: 4298.827637
	Iteration 20F: 3 clusters Score -702430.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -702452.125000 Penalty: 4298.827637
	Iteration 21Q: 3 clusters Score -702452.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -702473.062500 Penalty: 4298.827637
	Iteration 22Q: 3 clusters Score -702473.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -702495.750000 Penalty: 4298.827637
	Iteration 23Q: 3 clusters Score -702495.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -702528.500000 Penalty: 4298.827637
	Iteration 24Q: 3 clusters Score -702528.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -702562.687500 Penalty: 4298.827637
	Iteration 25Q: 3 clusters Score -702562.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -702619.500000 Penalty: 4298.827637
	Iteration 26Q: 3 clusters Score -702619.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -702715.375000 Penalty: 4298.827637
	Iteration 27Q: 3 clusters Score -702715.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -702860.187500 Penalty: 4298.827637
	Iteration 28Q: 3 clusters Score -702860.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -703039.187500 Penalty: 4298.827637
	Iteration 29Q: 3 clusters Score -703039.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -703235.125000 Penalty: 4298.827637
	Iteration 30Q: 3 clusters Score -703235.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -703430.312500 Penalty: 4298.827637
	Iteration 31Q: 3 clusters Score -703430.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -703657.875000 Penalty: 4298.827637
	Iteration 32Q: 3 clusters Score -703657.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -703864.750000 Penalty: 4298.827637
	Iteration 33Q: 3 clusters Score -703864.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -704007.375000 Penalty: 4298.827637
	Iteration 34Q: 3 clusters Score -704007.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -704143.125000 Penalty: 4298.827637
	Iteration 35Q: 3 clusters Score -704143.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -704289.812500 Penalty: 4298.827637
	Iteration 36Q: 3 clusters Score -704289.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -704440.125000 Penalty: 4298.827637
	Iteration 37Q: 3 clusters Score -704440.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -704565.875000 Penalty: 4298.827637
	Iteration 38Q: 3 clusters Score -704565.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -704654.812500 Penalty: 4298.827637
	Iteration 39Q: 3 clusters Score -704654.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -704684.437500 Penalty: 4298.827637
	Iteration 40F: 3 clusters Score -704684.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -704704.125000 Penalty: 4298.827637
	Iteration 41Q: 3 clusters Score -704704.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -704721.562500 Penalty: 4298.827637
	Iteration 42Q: 3 clusters Score -704721.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -704732.062500 Penalty: 4298.827637
	Iteration 43Q: 3 clusters Score -704732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -704737.875000 Penalty: 4298.827637
	Iteration 44Q: 3 clusters Score -704737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -704742.875000 Penalty: 4298.827637
	Iteration 45Q: 3 clusters Score -704742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -704745.875000 Penalty: 4298.827637
	Iteration 46Q: 3 clusters Score -704745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -704748.562500 Penalty: 4298.827637
	Iteration 47Q: 3 clusters Score -704748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -704750.312500 Penalty: 4298.827637
	Iteration 48Q: 3 clusters Score -704750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -704750.562500 Penalty: 4298.827637
	Iteration 49Q: 3 clusters Score -704750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -704752.750000 Penalty: 4298.827637
	Iteration 50Q: 3 clusters Score -704752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -704752.750000 Penalty: 4298.827637
	Iteration 51F: 3 clusters Score -704752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -260162.890625 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -260162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257535.046875 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -257535 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -257988.546875 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -257988.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -258102.437500 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -258102.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -258156.140625 Penalty: 3788.068115
	Iteration 3Q: 3 clusters Score -258156.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -258187.109375 Penalty: 3788.068115
	Iteration 4Q: 3 clusters Score -258187.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -258220.609375 Penalty: 3788.068115
	Iteration 5Q: 3 clusters Score -258220.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258254.343750 Penalty: 3788.068115
	Iteration 6Q: 3 clusters Score -258254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -258270.125000 Penalty: 3788.068115
	Iteration 7Q: 3 clusters Score -258270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -258280.921875 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -258280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -258294.687500 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -258294.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -258308.218750 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -258308.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -258320.500000 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -258320.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -258333.531250 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -258333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -258342.562500 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -258342.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -258352.781250 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -258352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -258360.640625 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -258360.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -258374.828125 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -258374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258384.109375 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -258384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -258389.343750 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -258389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -258392.296875 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -258392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -258395.078125 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -258395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -258396.156250 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -258396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258398.406250 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -258398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -258401.140625 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -258401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -258401.515625 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -258401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -258402.296875 Penalty: 3788.068115
	Iteration 25Q: 3 clusters Score -258402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258403.843750 Penalty: 3788.068115
	Iteration 26Q: 3 clusters Score -258403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258403.843750 Penalty: 3788.068115
	Iteration 27F: 3 clusters Score -258403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -48562.750000 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -48562.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47148.132812 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -47148.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47325.152344 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -47325.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47396.351562 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -47396.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47428.656250 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -47428.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47447.855469 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -47447.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47455.429688 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -47455.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47456.187500 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -47456.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47459.671875 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -47459.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47459.671875 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -47459.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Entering Unmasked Estep 
Score: -6522146.000000 Penalty: 2694.145264
	Iteration 0F: 2 clusters Score -6522146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6487048.000000 Penalty: 5388.290527
	Iteration 0F: 3 clusters Score -6487048 nChanged 24061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -6500381.500000 Penalty: 5388.290527
	Iteration 1F: 3 clusters Score -6500382 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -6500955.500000 Penalty: 5388.290527
	Iteration 2Q: 3 clusters Score -6500956 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6501527.000000 Penalty: 5388.290527
	Iteration 3Q: 3 clusters Score -6501527 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6502161.000000 Penalty: 5388.290527
	Iteration 4Q: 3 clusters Score -6502161 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -6503003.000000 Penalty: 5388.290527
	Iteration 5Q: 3 clusters Score -6503003 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6504267.000000 Penalty: 5388.290527
	Iteration 6Q: 3 clusters Score -6504267 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -6506195.000000 Penalty: 5388.290527
	Iteration 7F: 3 clusters Score -6506195 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -6508943.000000 Penalty: 5388.290527
	Iteration 8F: 3 clusters Score -6508943 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -6512247.000000 Penalty: 5388.290527
	Iteration 9F: 3 clusters Score -6512247 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -6515014.000000 Penalty: 5388.290527
	Iteration 10F: 3 clusters Score -6515014 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6517018.000000 Penalty: 5388.290527
	Iteration 11Q: 3 clusters Score -6517018 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -6518108.500000 Penalty: 5388.290527
	Iteration 12Q: 3 clusters Score -6518108 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -6518761.000000 Penalty: 5388.290527
	Iteration 13Q: 3 clusters Score -6518761 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6519125.500000 Penalty: 5388.290527
	Iteration 14Q: 3 clusters Score -6519126 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6519380.000000 Penalty: 5388.290527
	Iteration 15Q: 3 clusters Score -6519380 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -6519504.500000 Penalty: 5388.290527
	Iteration 16Q: 3 clusters Score -6519504 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6519595.000000 Penalty: 5388.290527
	Iteration 17Q: 3 clusters Score -6519595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6519668.000000 Penalty: 5388.290527
	Iteration 18Q: 3 clusters Score -6519668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -6519726.500000 Penalty: 5388.290527
	Iteration 19Q: 3 clusters Score -6519726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -6519779.000000 Penalty: 5388.290527
	Iteration 20F: 3 clusters Score -6519779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -6519810.500000 Penalty: 5388.290527
	Iteration 21Q: 3 clusters Score -6519810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6519828.500000 Penalty: 5388.290527
	Iteration 22Q: 3 clusters Score -6519828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6519849.000000 Penalty: 5388.290527
	Iteration 23Q: 3 clusters Score -6519849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -6519870.000000 Penalty: 5388.290527
	Iteration 24Q: 3 clusters Score -6519870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -6519886.500000 Penalty: 5388.290527
	Iteration 25Q: 3 clusters Score -6519886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -6519896.000000 Penalty: 5388.290527
	Iteration 26Q: 3 clusters Score -6519896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6519909.500000 Penalty: 5388.290527
	Iteration 27Q: 3 clusters Score -6519910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6519912.500000 Penalty: 5388.290527
	Iteration 28Q: 3 clusters Score -6519912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6519920.500000 Penalty: 5388.290527
	Iteration 29Q: 3 clusters Score -6519920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6519918.500000 Penalty: 5388.290527
	Iteration 30Q: 3 clusters Score -6519918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -6519914.500000 Penalty: 5388.290527
	Iteration 31Q: 3 clusters Score -6519914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6519919.500000 Penalty: 5388.290527
	Iteration 32Q: 3 clusters Score -6519920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6519921.500000 Penalty: 5388.290527
	Iteration 33Q: 3 clusters Score -6519922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6519922.000000 Penalty: 5388.290527
	Iteration 34Q: 3 clusters Score -6519922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6519927.000000 Penalty: 5388.290527
	Iteration 35Q: 3 clusters Score -6519927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6519927.000000 Penalty: 5388.290527
	Iteration 36Q: 3 clusters Score -6519927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6519929.000000 Penalty: 5388.290527
	Iteration 37Q: 3 clusters Score -6519929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6519925.500000 Penalty: 5388.290527
	Iteration 38Q: 3 clusters Score -6519926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6519927.500000 Penalty: 5388.290527
	Iteration 39Q: 3 clusters Score -6519928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -6519929.000000 Penalty: 5388.290527
	Iteration 40F: 3 clusters Score -6519929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Entering Unmasked Estep 
Score: -12844653.000000 Penalty: 2856.617676
	Iteration 0F: 2 clusters Score -1.284465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -12777193.000000 Penalty: 5713.235352
	Iteration 0F: 3 clusters Score -1.277719e+07 nChanged 47598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -12804755.000000 Penalty: 5713.235352
	Iteration 1F: 3 clusters Score -1.280476e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -12805576.000000 Penalty: 5713.235352
	Iteration 2Q: 3 clusters Score -1.280558e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -12806622.000000 Penalty: 5713.235352
	Iteration 3Q: 3 clusters Score -1.280662e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -12808177.000000 Penalty: 5713.235352
	Iteration 4Q: 3 clusters Score -1.280818e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -12810751.000000 Penalty: 5713.235352
	Iteration 5Q: 3 clusters Score -1.281075e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -12814903.000000 Penalty: 5713.235352
	Iteration 6F: 3 clusters Score -1.28149e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -12820698.000000 Penalty: 5713.235352
	Iteration 7F: 3 clusters Score -1.28207e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -12826906.000000 Penalty: 5713.235352
	Iteration 8F: 3 clusters Score -1.282691e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -12832665.000000 Penalty: 5713.235352
	Iteration 9F: 3 clusters Score -1.283266e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -12836728.000000 Penalty: 5713.235352
	Iteration 10Q: 3 clusters Score -1.283673e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -12839162.000000 Penalty: 5713.235352
	Iteration 11Q: 3 clusters Score -1.283916e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12840589.000000 Penalty: 5713.235352
	Iteration 12Q: 3 clusters Score -1.284059e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12841260.000000 Penalty: 5713.235352
	Iteration 13Q: 3 clusters Score -1.284126e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12841640.000000 Penalty: 5713.235352
	Iteration 14Q: 3 clusters Score -1.284164e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12841850.000000 Penalty: 5713.235352
	Iteration 15Q: 3 clusters Score -1.284185e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12841950.000000 Penalty: 5713.235352
	Iteration 16Q: 3 clusters Score -1.284195e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12842041.000000 Penalty: 5713.235352
	Iteration 17Q: 3 clusters Score -1.284204e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12842074.000000 Penalty: 5713.235352
	Iteration 18Q: 3 clusters Score -1.284207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12842109.000000 Penalty: 5713.235352
	Iteration 19Q: 3 clusters Score -1.284211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12842148.000000 Penalty: 5713.235352
	Iteration 20F: 3 clusters Score -1.284215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12842186.000000 Penalty: 5713.235352
	Iteration 21Q: 3 clusters Score -1.284219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12842207.000000 Penalty: 5713.235352
	Iteration 22Q: 3 clusters Score -1.284221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12842223.000000 Penalty: 5713.235352
	Iteration 23Q: 3 clusters Score -1.284222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12842233.000000 Penalty: 5713.235352
	Iteration 24Q: 3 clusters Score -1.284223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12842235.000000 Penalty: 5713.235352
	Iteration 25Q: 3 clusters Score -1.284224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12842247.000000 Penalty: 5713.235352
	Iteration 26Q: 3 clusters Score -1.284225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12842247.000000 Penalty: 5713.235352
	Iteration 27Q: 3 clusters Score -1.284225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12842255.000000 Penalty: 5713.235352
	Iteration 28Q: 3 clusters Score -1.284226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12842253.000000 Penalty: 5713.235352
	Iteration 29Q: 3 clusters Score -1.284225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12842251.000000 Penalty: 5713.235352
	Iteration 30Q: 3 clusters Score -1.284225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12842248.000000 Penalty: 5713.235352
	Iteration 31Q: 3 clusters Score -1.284225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12842249.000000 Penalty: 5713.235352
	Iteration 32Q: 3 clusters Score -1.284225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12842249.000000 Penalty: 5713.235352
	Iteration 33Q: 3 clusters Score -1.284225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12842249.000000 Penalty: 5713.235352
	Iteration 34Q: 3 clusters Score -1.284225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12842249.000000 Penalty: 5713.235352
	Iteration 35F: 3 clusters Score -1.284225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Entering Unmasked Estep 
Score: -1402127.750000 Penalty: 2309.844482
	Iteration 0F: 2 clusters Score -1402128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1393765.250000 Penalty: 4619.688965
	Iteration 0F: 3 clusters Score -1393765 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1396266.000000 Penalty: 4619.688965
	Iteration 1F: 3 clusters Score -1396266 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1396745.000000 Penalty: 4619.688965
	Iteration 2F: 3 clusters Score -1396745 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1397212.125000 Penalty: 4619.688965
	Iteration 3F: 3 clusters Score -1397212 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1397718.250000 Penalty: 4619.688965
	Iteration 4F: 3 clusters Score -1397718 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1398179.125000 Penalty: 4619.688965
	Iteration 5F: 3 clusters Score -1398179 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1398623.625000 Penalty: 4619.688965
	Iteration 6F: 3 clusters Score -1398624 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1399054.125000 Penalty: 4619.688965
	Iteration 7F: 3 clusters Score -1399054 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1399480.000000 Penalty: 4619.688965
	Iteration 8F: 3 clusters Score -1399480 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1399860.750000 Penalty: 4619.688965
	Iteration 9Q: 3 clusters Score -1399861 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1400172.250000 Penalty: 4619.688965
	Iteration 10Q: 3 clusters Score -1400172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1400414.750000 Penalty: 4619.688965
	Iteration 11Q: 3 clusters Score -1400415 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1400608.125000 Penalty: 4619.688965
	Iteration 12Q: 3 clusters Score -1400608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1400712.250000 Penalty: 4619.688965
	Iteration 13Q: 3 clusters Score -1400712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1400794.125000 Penalty: 4619.688965
	Iteration 14Q: 3 clusters Score -1400794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1400836.125000 Penalty: 4619.688965
	Iteration 15Q: 3 clusters Score -1400836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1400864.000000 Penalty: 4619.688965
	Iteration 16Q: 3 clusters Score -1400864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1400895.500000 Penalty: 4619.688965
	Iteration 17Q: 3 clusters Score -1400896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1400915.500000 Penalty: 4619.688965
	Iteration 18Q: 3 clusters Score -1400916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1400927.000000 Penalty: 4619.688965
	Iteration 19Q: 3 clusters Score -1400927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1400936.875000 Penalty: 4619.688965
	Iteration 20F: 3 clusters Score -1400937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1400948.000000 Penalty: 4619.688965
	Iteration 21Q: 3 clusters Score -1400948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1400953.000000 Penalty: 4619.688965
	Iteration 22Q: 3 clusters Score -1400953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1400957.250000 Penalty: 4619.688965
	Iteration 23Q: 3 clusters Score -1400957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1400963.000000 Penalty: 4619.688965
	Iteration 24Q: 3 clusters Score -1400963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1400967.250000 Penalty: 4619.688965
	Iteration 25Q: 3 clusters Score -1400967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1400968.250000 Penalty: 4619.688965
	Iteration 26Q: 3 clusters Score -1400968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1400973.875000 Penalty: 4619.688965
	Iteration 27Q: 3 clusters Score -1400974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1400974.375000 Penalty: 4619.688965
	Iteration 28Q: 3 clusters Score -1400974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1400974.375000 Penalty: 4619.688965
	Iteration 29Q: 3 clusters Score -1400974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1400978.000000 Penalty: 4619.688965
	Iteration 30Q: 3 clusters Score -1400978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1400974.875000 Penalty: 4619.688965
	Iteration 31Q: 3 clusters Score -1400975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1400979.000000 Penalty: 4619.688965
	Iteration 32Q: 3 clusters Score -1400979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1400984.000000 Penalty: 4619.688965
	Iteration 33Q: 3 clusters Score -1400984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1400992.250000 Penalty: 4619.688965
	Iteration 34Q: 3 clusters Score -1400992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1400996.125000 Penalty: 4619.688965
	Iteration 35Q: 3 clusters Score -1400996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1400996.625000 Penalty: 4619.688965
	Iteration 36Q: 3 clusters Score -1400997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1400997.875000 Penalty: 4619.688965
	Iteration 37Q: 3 clusters Score -1400998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1401000.250000 Penalty: 4619.688965
	Iteration 38Q: 3 clusters Score -1401000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1401000.500000 Penalty: 4619.688965
	Iteration 39Q: 3 clusters Score -1401000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1401004.500000 Penalty: 4619.688965
	Iteration 40F: 3 clusters Score -1401004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1401002.750000 Penalty: 4619.688965
	Iteration 41Q: 3 clusters Score -1401003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1401001.375000 Penalty: 4619.688965
	Iteration 42Q: 3 clusters Score -1401001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1400999.750000 Penalty: 4619.688965
	Iteration 43Q: 3 clusters Score -1401000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1401001.875000 Penalty: 4619.688965
	Iteration 44Q: 3 clusters Score -1401002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1401001.875000 Penalty: 4619.688965
	Iteration 45F: 3 clusters Score -1401002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -151122.609375 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -151122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149025.531250 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -149025.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -149288.093750 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -149288.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149360.578125 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -149360.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -149393.843750 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -149393.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149419.593750 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -149419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149440.390625 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -149440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149460.890625 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -149460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149482.421875 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -149482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149502.359375 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -149502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149521.093750 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -149521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149526.140625 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -149526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149530.453125 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -149530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149533.875000 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -149533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -149539.875000 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -149539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -149540.421875 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -149540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149542.375000 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -149542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149543.437500 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -149543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149543.437500 Penalty: 3517.916504
	Iteration 17F: 3 clusters Score -149543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -301497.437500 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -301497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -298568.781250 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -298568.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299145.468750 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -299145.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -299281.250000 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -299281.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -299349.281250 Penalty: 3877.142822
	Iteration 3Q: 3 clusters Score -299349.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299391.093750 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -299391.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299417.406250 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -299417.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -299439.437500 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -299439.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299451.781250 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -299451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299458.343750 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -299458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -299463.187500 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -299463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -299466.625000 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -299466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299468.937500 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -299468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299470.968750 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -299471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -299471.937500 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -299471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299472.687500 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -299472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299472.875000 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -299472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299473.281250 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -299473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299473.281250 Penalty: 3877.142822
	Iteration 17F: 3 clusters Score -299473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Entering Unmasked Estep 
Score: -4218771.000000 Penalty: 2577.194824
	Iteration 0F: 2 clusters Score -4218771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -4196456.500000 Penalty: 5154.389648
	Iteration 0F: 3 clusters Score -4196456 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4204409.500000 Penalty: 5154.389648
	Iteration 1F: 3 clusters Score -4204410 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4204797.500000 Penalty: 5154.389648
	Iteration 2Q: 3 clusters Score -4204798 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4205122.500000 Penalty: 5154.389648
	Iteration 3Q: 3 clusters Score -4205122 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4205414.500000 Penalty: 5154.389648
	Iteration 4Q: 3 clusters Score -4205414 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4205715.000000 Penalty: 5154.389648
	Iteration 5Q: 3 clusters Score -4205715 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4206032.500000 Penalty: 5154.389648
	Iteration 6Q: 3 clusters Score -4206032 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4206387.000000 Penalty: 5154.389648
	Iteration 7Q: 3 clusters Score -4206387 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4206816.000000 Penalty: 5154.389648
	Iteration 8Q: 3 clusters Score -4206816 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4207366.500000 Penalty: 5154.389648
	Iteration 9Q: 3 clusters Score -4207366 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4208036.000000 Penalty: 5154.389648
	Iteration 10Q: 3 clusters Score -4208036 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4208855.000000 Penalty: 5154.389648
	Iteration 11Q: 3 clusters Score -4208855 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4209851.000000 Penalty: 5154.389648
	Iteration 12Q: 3 clusters Score -4209851 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4210920.000000 Penalty: 5154.389648
	Iteration 13F: 3 clusters Score -4210920 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4211800.000000 Penalty: 5154.389648
	Iteration 14Q: 3 clusters Score -4211800 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4212432.000000 Penalty: 5154.389648
	Iteration 15Q: 3 clusters Score -4212432 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4212839.500000 Penalty: 5154.389648
	Iteration 16Q: 3 clusters Score -4212840 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4213109.000000 Penalty: 5154.389648
	Iteration 17Q: 3 clusters Score -4213109 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4213317.000000 Penalty: 5154.389648
	Iteration 18Q: 3 clusters Score -4213317 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4213492.500000 Penalty: 5154.389648
	Iteration 19Q: 3 clusters Score -4213492 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4213672.500000 Penalty: 5154.389648
	Iteration 20F: 3 clusters Score -4213672 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4213833.000000 Penalty: 5154.389648
	Iteration 21Q: 3 clusters Score -4213833 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4213974.000000 Penalty: 5154.389648
	Iteration 22Q: 3 clusters Score -4213974 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4214123.500000 Penalty: 5154.389648
	Iteration 23Q: 3 clusters Score -4214124 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -4214237.000000 Penalty: 5154.389648
	Iteration 24Q: 3 clusters Score -4214237 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4214347.000000 Penalty: 5154.389648
	Iteration 25Q: 3 clusters Score -4214347 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -4214452.000000 Penalty: 5154.389648
	Iteration 26Q: 3 clusters Score -4214452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4214528.000000 Penalty: 5154.389648
	Iteration 27Q: 3 clusters Score -4214528 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4214646.500000 Penalty: 5154.389648
	Iteration 28Q: 3 clusters Score -4214646 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4214746.000000 Penalty: 5154.389648
	Iteration 29Q: 3 clusters Score -4214746 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4214866.500000 Penalty: 5154.389648
	Iteration 30Q: 3 clusters Score -4214866 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4214964.500000 Penalty: 5154.389648
	Iteration 31Q: 3 clusters Score -4214964 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4215063.000000 Penalty: 5154.389648
	Iteration 32Q: 3 clusters Score -4215063 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4215177.500000 Penalty: 5154.389648
	Iteration 33Q: 3 clusters Score -4215178 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4215294.500000 Penalty: 5154.389648
	Iteration 34Q: 3 clusters Score -4215294 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4215378.500000 Penalty: 5154.389648
	Iteration 35Q: 3 clusters Score -4215378 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4215496.000000 Penalty: 5154.389648
	Iteration 36Q: 3 clusters Score -4215496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4215573.500000 Penalty: 5154.389648
	Iteration 37Q: 3 clusters Score -4215574 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4215655.500000 Penalty: 5154.389648
	Iteration 38Q: 3 clusters Score -4215656 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4215711.000000 Penalty: 5154.389648
	Iteration 39Q: 3 clusters Score -4215711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4215803.000000 Penalty: 5154.389648
	Iteration 40F: 3 clusters Score -4215803 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4215889.500000 Penalty: 5154.389648
	Iteration 41Q: 3 clusters Score -4215890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4215955.000000 Penalty: 5154.389648
	Iteration 42Q: 3 clusters Score -4215955 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4215994.000000 Penalty: 5154.389648
	Iteration 43Q: 3 clusters Score -4215994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4216053.500000 Penalty: 5154.389648
	Iteration 44Q: 3 clusters Score -4216054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4216100.500000 Penalty: 5154.389648
	Iteration 45Q: 3 clusters Score -4216100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4216145.000000 Penalty: 5154.389648
	Iteration 46Q: 3 clusters Score -4216145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4216170.000000 Penalty: 5154.389648
	Iteration 47Q: 3 clusters Score -4216170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4216188.000000 Penalty: 5154.389648
	Iteration 48Q: 3 clusters Score -4216188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4216217.500000 Penalty: 5154.389648
	Iteration 49Q: 3 clusters Score -4216218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4216243.500000 Penalty: 5154.389648
	Iteration 50Q: 3 clusters Score -4216244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4216249.500000 Penalty: 5154.389648
	Iteration 51Q: 3 clusters Score -4216250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4216263.500000 Penalty: 5154.389648
	Iteration 52Q: 3 clusters Score -4216264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4216271.000000 Penalty: 5154.389648
	Iteration 53Q: 3 clusters Score -4216271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4216275.500000 Penalty: 5154.389648
	Iteration 54Q: 3 clusters Score -4216276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4216278.000000 Penalty: 5154.389648
	Iteration 55Q: 3 clusters Score -4216278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4216286.000000 Penalty: 5154.389648
	Iteration 56Q: 3 clusters Score -4216286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4216294.000000 Penalty: 5154.389648
	Iteration 57Q: 3 clusters Score -4216294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4216307.000000 Penalty: 5154.389648
	Iteration 58Q: 3 clusters Score -4216307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4216303.000000 Penalty: 5154.389648
	Iteration 59Q: 3 clusters Score -4216303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4216308.500000 Penalty: 5154.389648
	Iteration 60F: 3 clusters Score -4216308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4216314.500000 Penalty: 5154.389648
	Iteration 61Q: 3 clusters Score -4216314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4216329.000000 Penalty: 5154.389648
	Iteration 62Q: 3 clusters Score -4216329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4216352.500000 Penalty: 5154.389648
	Iteration 63Q: 3 clusters Score -4216352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4216365.000000 Penalty: 5154.389648
	Iteration 64Q: 3 clusters Score -4216365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4216384.500000 Penalty: 5154.389648
	Iteration 65Q: 3 clusters Score -4216384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4216402.000000 Penalty: 5154.389648
	Iteration 66Q: 3 clusters Score -4216402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4216411.500000 Penalty: 5154.389648
	Iteration 67Q: 3 clusters Score -4216412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4216415.000000 Penalty: 5154.389648
	Iteration 68Q: 3 clusters Score -4216415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4216425.500000 Penalty: 5154.389648
	Iteration 69Q: 3 clusters Score -4216426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4216426.500000 Penalty: 5154.389648
	Iteration 70Q: 3 clusters Score -4216426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4216422.500000 Penalty: 5154.389648
	Iteration 71Q: 3 clusters Score -4216422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4216431.000000 Penalty: 5154.389648
	Iteration 72Q: 3 clusters Score -4216431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4216432.000000 Penalty: 5154.389648
	Iteration 73Q: 3 clusters Score -4216432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4216440.500000 Penalty: 5154.389648
	Iteration 74Q: 3 clusters Score -4216440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4216443.500000 Penalty: 5154.389648
	Iteration 75Q: 3 clusters Score -4216444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4216454.500000 Penalty: 5154.389648
	Iteration 76Q: 3 clusters Score -4216454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4216462.500000 Penalty: 5154.389648
	Iteration 77Q: 3 clusters Score -4216462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4216470.500000 Penalty: 5154.389648
	Iteration 78Q: 3 clusters Score -4216470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4216474.500000 Penalty: 5154.389648
	Iteration 79Q: 3 clusters Score -4216474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4216473.500000 Penalty: 5154.389648
	Iteration 80F: 3 clusters Score -4216474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4216470.500000 Penalty: 5154.389648
	Iteration 81Q: 3 clusters Score -4216470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4216483.500000 Penalty: 5154.389648
	Iteration 82Q: 3 clusters Score -4216484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4216488.500000 Penalty: 5154.389648
	Iteration 83Q: 3 clusters Score -4216488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4216486.000000 Penalty: 5154.389648
	Iteration 84Q: 3 clusters Score -4216486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4216492.000000 Penalty: 5154.389648
	Iteration 85Q: 3 clusters Score -4216492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4216494.500000 Penalty: 5154.389648
	Iteration 86Q: 3 clusters Score -4216494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4216498.000000 Penalty: 5154.389648
	Iteration 87Q: 3 clusters Score -4216498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4216500.500000 Penalty: 5154.389648
	Iteration 88Q: 3 clusters Score -4216500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4216503.500000 Penalty: 5154.389648
	Iteration 89Q: 3 clusters Score -4216504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4216501.500000 Penalty: 5154.389648
	Iteration 90Q: 3 clusters Score -4216502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4216499.000000 Penalty: 5154.389648
	Iteration 91Q: 3 clusters Score -4216499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4216503.000000 Penalty: 5154.389648
	Iteration 92Q: 3 clusters Score -4216503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4216502.500000 Penalty: 5154.389648
	Iteration 93Q: 3 clusters Score -4216502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4216502.500000 Penalty: 5154.389648
	Iteration 94Q: 3 clusters Score -4216502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4216502.500000 Penalty: 5154.389648
	Iteration 95F: 3 clusters Score -4216502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Entering Unmasked Estep 
Score: -5999685.500000 Penalty: 2665.595215
	Iteration 0F: 2 clusters Score -5999686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5968278.500000 Penalty: 5331.190430
	Iteration 0F: 3 clusters Score -5968278 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5980300.000000 Penalty: 5331.190430
	Iteration 1F: 3 clusters Score -5980300 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5980905.000000 Penalty: 5331.190430
	Iteration 2Q: 3 clusters Score -5980905 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5981498.500000 Penalty: 5331.190430
	Iteration 3Q: 3 clusters Score -5981498 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5982202.000000 Penalty: 5331.190430
	Iteration 4Q: 3 clusters Score -5982202 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5983154.500000 Penalty: 5331.190430
	Iteration 5Q: 3 clusters Score -5983154 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5984398.500000 Penalty: 5331.190430
	Iteration 6F: 3 clusters Score -5984398 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -5986216.000000 Penalty: 5331.190430
	Iteration 7F: 3 clusters Score -5986216 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -5988679.500000 Penalty: 5331.190430
	Iteration 8F: 3 clusters Score -5988680 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5991474.000000 Penalty: 5331.190430
	Iteration 9F: 3 clusters Score -5991474 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5993777.000000 Penalty: 5331.190430
	Iteration 10F: 3 clusters Score -5993777 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5995379.000000 Penalty: 5331.190430
	Iteration 11Q: 3 clusters Score -5995379 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5996303.000000 Penalty: 5331.190430
	Iteration 12Q: 3 clusters Score -5996303 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5996739.000000 Penalty: 5331.190430
	Iteration 13Q: 3 clusters Score -5996739 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5996992.500000 Penalty: 5331.190430
	Iteration 14Q: 3 clusters Score -5996992 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5997115.500000 Penalty: 5331.190430
	Iteration 15Q: 3 clusters Score -5997116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5997208.500000 Penalty: 5331.190430
	Iteration 16Q: 3 clusters Score -5997208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5997277.500000 Penalty: 5331.190430
	Iteration 17Q: 3 clusters Score -5997278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5997315.000000 Penalty: 5331.190430
	Iteration 18Q: 3 clusters Score -5997315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5997350.000000 Penalty: 5331.190430
	Iteration 19Q: 3 clusters Score -5997350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5997358.500000 Penalty: 5331.190430
	Iteration 20F: 3 clusters Score -5997358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5997366.500000 Penalty: 5331.190430
	Iteration 21Q: 3 clusters Score -5997366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5997381.000000 Penalty: 5331.190430
	Iteration 22Q: 3 clusters Score -5997381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5997392.000000 Penalty: 5331.190430
	Iteration 23Q: 3 clusters Score -5997392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5997403.500000 Penalty: 5331.190430
	Iteration 24Q: 3 clusters Score -5997404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5997401.500000 Penalty: 5331.190430
	Iteration 25Q: 3 clusters Score -5997402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5997402.500000 Penalty: 5331.190430
	Iteration 26Q: 3 clusters Score -5997402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5997401.000000 Penalty: 5331.190430
	Iteration 27Q: 3 clusters Score -5997401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5997402.500000 Penalty: 5331.190430
	Iteration 28Q: 3 clusters Score -5997402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5997405.500000 Penalty: 5331.190430
	Iteration 29Q: 3 clusters Score -5997406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5997413.500000 Penalty: 5331.190430
	Iteration 30Q: 3 clusters Score -5997414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5997408.500000 Penalty: 5331.190430
	Iteration 31Q: 3 clusters Score -5997408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5997408.000000 Penalty: 5331.190430
	Iteration 32Q: 3 clusters Score -5997408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5997411.000000 Penalty: 5331.190430
	Iteration 33Q: 3 clusters Score -5997411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5997411.500000 Penalty: 5331.190430
	Iteration 34Q: 3 clusters Score -5997412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5997411.000000 Penalty: 5331.190430
	Iteration 35Q: 3 clusters Score -5997411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5997411.000000 Penalty: 5331.190430
	Iteration 36F: 3 clusters Score -5997411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -30603.314453 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -30603.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29359.431641 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -29359.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29523.146484 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -29523.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29558.558594 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -29558.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29563.906250 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -29563.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29563.906250 Penalty: 2785.918457
	Iteration 4F: 3 clusters Score -29563.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 203941 members 
Mstep: Class 7 contains 15264 members 
Mstep: Class 8 contains 239791 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55175 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52234 members 
Mstep: Class 16 contains 100571 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32595 members 
Mstep: Class 21 contains 46554 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054760.000000 Penalty: 71542.664062
Iteration 479Q: 22 clusters Score -1.160548e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204021 members 
Mstep: Class 7 contains 15260 members 
Mstep: Class 8 contains 239783 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55175 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52236 members 
Mstep: Class 16 contains 100522 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32593 members 
Mstep: Class 21 contains 46556 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054720.000000 Penalty: 71542.664062
Iteration 480F: 22 clusters Score -1.160547e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204100 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 239778 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55180 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52235 members 
Mstep: Class 16 contains 100476 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32590 members 
Mstep: Class 21 contains 46558 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054680.000000 Penalty: 71542.664062
Iteration 481Q: 22 clusters Score -1.160547e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138026 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204152 members 
Mstep: Class 7 contains 15248 members 
Mstep: Class 8 contains 239775 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55190 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52238 members 
Mstep: Class 16 contains 100427 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 32586 members 
Mstep: Class 21 contains 46555 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054600.000000 Penalty: 71542.664062
Iteration 482Q: 22 clusters Score -1.160546e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138019 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11611 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204211 members 
Mstep: Class 7 contains 15239 members 
Mstep: Class 8 contains 239775 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55180 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52239 members 
Mstep: Class 16 contains 100390 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32582 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054664.000000 Penalty: 71542.664062
Iteration 483Q: 22 clusters Score -1.160547e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204278 members 
Mstep: Class 7 contains 15223 members 
Mstep: Class 8 contains 239774 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55174 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52242 members 
Mstep: Class 16 contains 100363 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32581 members 
Mstep: Class 21 contains 46551 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054664.000000 Penalty: 71542.664062
Iteration 484Q: 22 clusters Score -1.160547e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138004 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204331 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 239776 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55163 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 100319 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 32578 members 
Mstep: Class 21 contains 46549 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054600.000000 Penalty: 71542.664062
Iteration 485Q: 22 clusters Score -1.160546e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204399 members 
Mstep: Class 7 contains 15215 members 
Mstep: Class 8 contains 239770 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55159 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52253 members 
Mstep: Class 16 contains 100291 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32576 members 
Mstep: Class 21 contains 46543 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054720.000000 Penalty: 71542.664062
Iteration 486Q: 22 clusters Score -1.160547e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204457 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 239769 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55151 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52263 members 
Mstep: Class 16 contains 100259 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32571 members 
Mstep: Class 21 contains 46540 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054808.000000 Penalty: 71542.664062
Iteration 487Q: 22 clusters Score -1.160548e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204515 members 
Mstep: Class 7 contains 15199 members 
Mstep: Class 8 contains 239763 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55147 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52265 members 
Mstep: Class 16 contains 100234 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 32564 members 
Mstep: Class 21 contains 46542 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054864.000000 Penalty: 71542.664062
Iteration 488Q: 22 clusters Score -1.160549e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137966 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204582 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 239753 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55135 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52268 members 
Mstep: Class 16 contains 100207 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 32553 members 
Mstep: Class 21 contains 46549 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054744.000000 Penalty: 71542.664062
Iteration 489Q: 22 clusters Score -1.160547e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11596 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204635 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 239753 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55126 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52272 members 
Mstep: Class 16 contains 100197 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 32549 members 
Mstep: Class 21 contains 46552 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054784.000000 Penalty: 71542.664062
Iteration 490Q: 22 clusters Score -1.160548e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137920 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11595 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204679 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 239755 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55115 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52271 members 
Mstep: Class 16 contains 100192 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 32547 members 
Mstep: Class 21 contains 46553 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054704.000000 Penalty: 71542.664062
Iteration 491Q: 22 clusters Score -1.160547e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204738 members 
Mstep: Class 7 contains 15173 members 
Mstep: Class 8 contains 239750 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55113 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52267 members 
Mstep: Class 16 contains 100178 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32543 members 
Mstep: Class 21 contains 46546 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054592.000000 Penalty: 71542.664062
Iteration 492Q: 22 clusters Score -1.160546e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204795 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 239743 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55106 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52269 members 
Mstep: Class 16 contains 100140 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32549 members 
Mstep: Class 21 contains 46551 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054760.000000 Penalty: 71542.664062
Iteration 493Q: 22 clusters Score -1.160548e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204847 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 239734 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55104 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 5807 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52272 members 
Mstep: Class 16 contains 100127 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32552 members 
Mstep: Class 21 contains 46547 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054792.000000 Penalty: 71542.664062
Iteration 494Q: 22 clusters Score -1.160548e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204917 members 
Mstep: Class 7 contains 15157 members 
Mstep: Class 8 contains 239728 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55089 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52277 members 
Mstep: Class 16 contains 100106 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32554 members 
Mstep: Class 21 contains 46542 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054976.000000 Penalty: 71542.664062
Iteration 495Q: 22 clusters Score -1.16055e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137818 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11589 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 204971 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 8 contains 239731 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55084 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52280 members 
Mstep: Class 16 contains 100083 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32552 members 
Mstep: Class 21 contains 46541 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055024.000000 Penalty: 71542.664062
Iteration 496Q: 22 clusters Score -1.16055e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 205011 members 
Mstep: Class 7 contains 15145 members 
Mstep: Class 8 contains 239731 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55079 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52287 members 
Mstep: Class 16 contains 100073 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32549 members 
Mstep: Class 21 contains 46545 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055128.000000 Penalty: 71542.664062
Iteration 497Q: 22 clusters Score -1.160551e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137762 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 205054 members 
Mstep: Class 7 contains 15139 members 
Mstep: Class 8 contains 239720 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55071 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52294 members 
Mstep: Class 16 contains 100063 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32547 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055160.000000 Penalty: 71542.664062
Iteration 498Q: 22 clusters Score -1.160552e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 205088 members 
Mstep: Class 7 contains 15138 members 
Mstep: Class 8 contains 239714 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55062 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52301 members 
Mstep: Class 16 contains 100065 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32541 members 
Mstep: Class 21 contains 46567 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055096.000000 Penalty: 71542.664062
Iteration 499Q: 22 clusters Score -1.160551e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137698 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 205132 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 239709 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 55045 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 52311 members 
Mstep: Class 16 contains 100071 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 32535 members 
Mstep: Class 21 contains 46568 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055216.000000 Penalty: 71542.664062
Iteration 500F: 22 clusters Score -1.160552e+08 nChanged 245
Maximum iterations exceeded
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -350269600.000000 Penalty: 77264.234375
23->22 Clusters: Score -350269600.000000, best is -350344192.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 40249 members 
Mstep: Class 3 contains 40583 members 
Mstep: Class 4 contains 40058 members 
Mstep: Class 5 contains 39974 members 
Mstep: Class 6 contains 40285 members 
Mstep: Class 7 contains 40189 members 
Mstep: Class 8 contains 40806 members 
Mstep: Class 9 contains 39820 members 
Mstep: Class 10 contains 40548 members 
Mstep: Class 11 contains 39864 members 
Mstep: Class 12 contains 40116 members 
Mstep: Class 13 contains 40247 members 
Mstep: Class 14 contains 40538 members 
Mstep: Class 15 contains 40093 members 
Mstep: Class 16 contains 39964 members 
Mstep: Class 17 contains 40140 members 
Mstep: Class 18 contains 39705 members 
Mstep: Class 19 contains 40182 members 
Mstep: Class 20 contains 40064 members 
Mstep: Class 21 contains 40152 members 
Mstep: Class 22 contains 40351 members 
Mstep: Class 23 contains 40373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 714.001770 but Gain 3406.796875
Score: -112523656.000000 Penalty: 74949.453125
Iteration 0F: 23 clusters Score -1.125237e+08 nChanged 879610
Entering Unmasked Mstep 
Mstep: Class 0 contains 798 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 3 contains 53000 members 
Mstep: Class 5 contains 64079 members 
Mstep: Class 6 contains 23565 members 
Mstep: Class 7 contains 37113 members 
Mstep: Class 8 contains 28898 members 
Mstep: Class 9 contains 48325 members 
Mstep: Class 10 contains 40688 members 
Mstep: Class 11 contains 24699 members 
Mstep: Class 12 contains 40224 members 
Mstep: Class 13 contains 17199 members 
Mstep: Class 14 contains 37123 members 
Mstep: Class 15 contains 21932 members 
Mstep: Class 16 contains 117594 members 
Mstep: Class 17 contains 35760 members 
Mstep: Class 18 contains 42477 members 
Mstep: Class 19 contains 80739 members 
Mstep: Class 20 contains 23616 members 
Mstep: Class 21 contains 48844 members 
Mstep: Class 22 contains 33105 members 
Mstep: Class 23 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569096.000000 Penalty: 74949.453125
Iteration 1F: 23 clusters Score -1.145691e+08 nChanged 319891
Entering Unmasked Mstep 
Mstep: Class 0 contains 623 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 41673 members 
Mstep: Class 3 contains 55195 members 
Mstep: Class 5 contains 58144 members 
Mstep: Class 6 contains 22138 members 
Mstep: Class 7 contains 29958 members 
Mstep: Class 8 contains 23031 members 
Mstep: Class 9 contains 33056 members 
Mstep: Class 10 contains 47072 members 
Mstep: Class 11 contains 18620 members 
Mstep: Class 12 contains 29756 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 18260 members 
Mstep: Class 16 contains 177020 members 
Mstep: Class 17 contains 24183 members 
Mstep: Class 18 contains 48802 members 
Mstep: Class 19 contains 75035 members 
Mstep: Class 20 contains 17198 members 
Mstep: Class 21 contains 61471 members 
Mstep: Class 22 contains 31107 members 
Mstep: Class 23 contains 49461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115006224.000000 Penalty: 74949.453125
Iteration 2F: 23 clusters Score -1.150062e+08 nChanged 226188
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 42213 members 
Mstep: Class 3 contains 55107 members 
Mstep: Class 5 contains 52572 members 
Mstep: Class 6 contains 18283 members 
Mstep: Class 7 contains 28725 members 
Mstep: Class 8 contains 18855 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 44785 members 
Mstep: Class 11 contains 14250 members 
Mstep: Class 12 contains 23290 members 
Mstep: Class 13 contains 3382 members 
Mstep: Class 14 contains 21132 members 
Mstep: Class 15 contains 20791 members 
Mstep: Class 16 contains 232526 members 
Mstep: Class 17 contains 16685 members 
Mstep: Class 18 contains 47092 members 
Mstep: Class 19 contains 73544 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 72873 members 
Mstep: Class 22 contains 26466 members 
Mstep: Class 23 contains 51551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115239264.000000 Penalty: 74949.453125
Iteration 3F: 23 clusters Score -1.152393e+08 nChanged 178655
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 41678 members 
Mstep: Class 3 contains 51098 members 
Mstep: Class 5 contains 47247 members 
Mstep: Class 6 contains 13498 members 
Mstep: Class 7 contains 29900 members 
Mstep: Class 8 contains 15453 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 38893 members 
Mstep: Class 11 contains 10455 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17891 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 16 contains 275907 members 
Mstep: Class 17 contains 12838 members 
Mstep: Class 18 contains 41326 members 
Mstep: Class 19 contains 81477 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 83470 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 51195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115383640.000000 Penalty: 74949.453125
Iteration 4F: 23 clusters Score -1.153836e+08 nChanged 151475
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 41723 members 
Mstep: Class 3 contains 46463 members 
Mstep: Class 5 contains 43618 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 29938 members 
Mstep: Class 8 contains 13602 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 33863 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 19821 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 13558 members 
Mstep: Class 15 contains 22407 members 
Mstep: Class 16 contains 295298 members 
Mstep: Class 17 contains 10092 members 
Mstep: Class 18 contains 34470 members 
Mstep: Class 19 contains 97888 members 
Mstep: Class 20 contains 5568 members 
Mstep: Class 21 contains 97987 members 
Mstep: Class 22 contains 16566 members 
Mstep: Class 23 contains 52456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115506496.000000 Penalty: 74949.453125
Iteration 5F: 23 clusters Score -1.155065e+08 nChanged 136260
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 41252 members 
Mstep: Class 3 contains 42424 members 
Mstep: Class 5 contains 41639 members 
Mstep: Class 6 contains 7335 members 
Mstep: Class 7 contains 27405 members 
Mstep: Class 8 contains 12495 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 29696 members 
Mstep: Class 11 contains 5490 members 
Mstep: Class 12 contains 17046 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 8485 members 
Mstep: Class 15 contains 23098 members 
Mstep: Class 16 contains 298106 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 27270 members 
Mstep: Class 19 contains 120731 members 
Mstep: Class 20 contains 3722 members 
Mstep: Class 21 contains 116490 members 
Mstep: Class 22 contains 13413 members 
Mstep: Class 23 contains 55280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2939.529053 but Gain 3406.789062
Score: -115622352.000000 Penalty: 71542.664062
Iteration 6F: 22 clusters Score -1.156224e+08 nChanged 128380
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 38848 members 
Mstep: Class 3 contains 40472 members 
Mstep: Class 5 contains 42347 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 22241 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 26502 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 24180 members 
Mstep: Class 16 contains 286887 members 
Mstep: Class 17 contains 4864 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 148625 members 
Mstep: Class 21 contains 140122 members 
Mstep: Class 22 contains 11256 members 
Mstep: Class 23 contains 58670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115739512.000000 Penalty: 71542.664062
Iteration 7F: 22 clusters Score -1.157395e+08 nChanged 116709
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 34311 members 
Mstep: Class 3 contains 40782 members 
Mstep: Class 5 contains 45441 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 16018 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 24746 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 25319 members 
Mstep: Class 16 contains 262665 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 177221 members 
Mstep: Class 21 contains 165178 members 
Mstep: Class 22 contains 9567 members 
Mstep: Class 23 contains 61780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2167.632324 but Gain 3406.796875
Score: -115838544.000000 Penalty: 68135.867188
Iteration 8F: 21 clusters Score -1.158385e+08 nChanged 103577
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 10708 members 
Mstep: Class 8 contains 10709 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 24574 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 1611 members 
Mstep: Class 14 contains 2297 members 
Mstep: Class 15 contains 26451 members 
Mstep: Class 16 contains 234886 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 203206 members 
Mstep: Class 21 contains 187320 members 
Mstep: Class 22 contains 8097 members 
Mstep: Class 23 contains 63496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3365.358887 but Gain 3406.792969
Score: -115909544.000000 Penalty: 64729.074219
Iteration 9F: 20 clusters Score -1.159095e+08 nChanged 85465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 23617 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 5 contains 53631 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 10400 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 25127 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 27945 members 
Mstep: Class 16 contains 212218 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 226643 members 
Mstep: Class 21 contains 201555 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 64096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3192.820312 but Gain 3406.792969
Score: -115953096.000000 Penalty: 61322.281250
Iteration 10F: 19 clusters Score -1.159531e+08 nChanged 65945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 5 contains 55294 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 26297 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 29795 members 
Mstep: Class 16 contains 194124 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 244155 members 
Mstep: Class 21 contains 209134 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 65207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115980560.000000 Penalty: 61322.281250
Iteration 11F: 19 clusters Score -1.159806e+08 nChanged 49341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 16912 members 
Mstep: Class 3 contains 45184 members 
Mstep: Class 5 contains 55753 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 27424 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 179968 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 258950 members 
Mstep: Class 21 contains 209675 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 65860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3265.552734 but Gain 3406.792969
Score: -115994696.000000 Penalty: 57915.488281
Iteration 12F: 18 clusters Score -1.159947e+08 nChanged 44030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 45883 members 
Mstep: Class 5 contains 55755 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 28730 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 2148 members 
Mstep: Class 15 contains 33909 members 
Mstep: Class 16 contains 168675 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 273204 members 
Mstep: Class 21 contains 208240 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 66696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116009128.000000 Penalty: 57915.488281
Iteration 13Q: 18 clusters Score -1.160091e+08 nChanged 35746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 13373 members 
Mstep: Class 3 contains 46262 members 
Mstep: Class 5 contains 55111 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 29487 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 36029 members 
Mstep: Class 16 contains 158565 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 19 contains 284730 members 
Mstep: Class 21 contains 205251 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 67602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015384.000000 Penalty: 57915.488281
Iteration 14Q: 18 clusters Score -1.160154e+08 nChanged 31683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 12266 members 
Mstep: Class 3 contains 46548 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 10639 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 30116 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 38033 members 
Mstep: Class 16 contains 150185 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 19 contains 294231 members 
Mstep: Class 21 contains 202381 members 
Mstep: Class 22 contains 5187 members 
Mstep: Class 23 contains 68468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3219.020996 but Gain 3406.792969
Score: -116017768.000000 Penalty: 54508.695312
Iteration 15Q: 17 clusters Score -1.160178e+08 nChanged 30030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 46842 members 
Mstep: Class 5 contains 54158 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 30617 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 144490 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 19 contains 301473 members 
Mstep: Class 21 contains 199750 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 69559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021144.000000 Penalty: 54508.695312
Iteration 16Q: 17 clusters Score -1.160211e+08 nChanged 24623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 47094 members 
Mstep: Class 5 contains 53406 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 41474 members 
Mstep: Class 16 contains 139357 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 19 contains 306197 members 
Mstep: Class 21 contains 197138 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 70799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022264.000000 Penalty: 54508.695312
Iteration 17Q: 17 clusters Score -1.160223e+08 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10924 members 
Mstep: Class 3 contains 47380 members 
Mstep: Class 5 contains 52735 members 
Mstep: Class 7 contains 3315 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 31612 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 42894 members 
Mstep: Class 16 contains 135092 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 19 contains 309789 members 
Mstep: Class 21 contains 194410 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 72301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022392.000000 Penalty: 54508.695312
Iteration 18Q: 17 clusters Score -1.160224e+08 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 47797 members 
Mstep: Class 5 contains 52119 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 1491 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 44137 members 
Mstep: Class 16 contains 131730 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 19 contains 312126 members 
Mstep: Class 21 contains 191702 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 74003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022216.000000 Penalty: 54508.695312
Iteration 19Q: 17 clusters Score -1.160222e+08 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10810 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 5 contains 51628 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 12919 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 32921 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 45269 members 
Mstep: Class 16 contains 129297 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 19 contains 313241 members 
Mstep: Class 21 contains 188974 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 75902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021840.000000 Penalty: 54508.695312
Iteration 20F: 17 clusters Score -1.160218e+08 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10835 members 
Mstep: Class 3 contains 48555 members 
Mstep: Class 5 contains 51256 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 13282 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 33619 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 15 contains 46222 members 
Mstep: Class 16 contains 127912 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 19 contains 313284 members 
Mstep: Class 21 contains 186037 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 78105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022872.000000 Penalty: 54508.695312
Iteration 21Q: 17 clusters Score -1.160229e+08 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 10910 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 5 contains 50935 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 13606 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 34325 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 46930 members 
Mstep: Class 16 contains 127327 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 19 contains 312439 members 
Mstep: Class 21 contains 183080 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 80505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024544.000000 Penalty: 54508.695312
Iteration 22Q: 17 clusters Score -1.160245e+08 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 49568 members 
Mstep: Class 5 contains 50587 members 
Mstep: Class 7 contains 2783 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 1488 members 
Mstep: Class 10 contains 35057 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 47498 members 
Mstep: Class 16 contains 127378 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 19 contains 310886 members 
Mstep: Class 21 contains 179892 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 83216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026608.000000 Penalty: 54508.695312
Iteration 23Q: 17 clusters Score -1.160266e+08 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11121 members 
Mstep: Class 3 contains 50188 members 
Mstep: Class 5 contains 50226 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 14221 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 35698 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 47935 members 
Mstep: Class 16 contains 128173 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 308688 members 
Mstep: Class 21 contains 176505 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 86238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116028296.000000 Penalty: 54508.695312
Iteration 24Q: 17 clusters Score -1.160283e+08 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 50881 members 
Mstep: Class 5 contains 49817 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 14481 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 36267 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 48223 members 
Mstep: Class 16 contains 129553 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 19 contains 306059 members 
Mstep: Class 21 contains 172748 members 
Mstep: Class 22 contains 6280 members 
Mstep: Class 23 contains 89700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3390.097900 but Gain 3406.792969
Score: -116030568.000000 Penalty: 51101.902344
Iteration 25Q: 16 clusters Score -1.160306e+08 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 51639 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 8 contains 14670 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 36813 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 50430 members 
Mstep: Class 16 contains 131413 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 19 contains 303684 members 
Mstep: Class 21 contains 168232 members 
Mstep: Class 22 contains 6260 members 
Mstep: Class 23 contains 93894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116035976.000000 Penalty: 51101.902344
Iteration 26Q: 16 clusters Score -1.16036e+08 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 5 contains 48863 members 
Mstep: Class 8 contains 14904 members 
Mstep: Class 9 contains 1488 members 
Mstep: Class 10 contains 37380 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 50784 members 
Mstep: Class 16 contains 133661 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 19 contains 299873 members 
Mstep: Class 21 contains 162889 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 99051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116039808.000000 Penalty: 51101.902344
Iteration 27Q: 16 clusters Score -1.160398e+08 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 53079 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 8 contains 15142 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 15 contains 50950 members 
Mstep: Class 16 contains 135962 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 19 contains 296407 members 
Mstep: Class 21 contains 156778 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 105028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116042832.000000 Penalty: 51101.902344
Iteration 28Q: 16 clusters Score -1.160428e+08 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 53796 members 
Mstep: Class 5 contains 47557 members 
Mstep: Class 8 contains 15343 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 38308 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 51031 members 
Mstep: Class 16 contains 138112 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 19 contains 293154 members 
Mstep: Class 21 contains 150319 members 
Mstep: Class 22 contains 6327 members 
Mstep: Class 23 contains 111486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046272.000000 Penalty: 51101.902344
Iteration 29Q: 16 clusters Score -1.160463e+08 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 54453 members 
Mstep: Class 5 contains 46848 members 
Mstep: Class 8 contains 15534 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 38674 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 51062 members 
Mstep: Class 16 contains 140290 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 19 contains 289998 members 
Mstep: Class 21 contains 143826 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 118114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049648.000000 Penalty: 51101.902344
Iteration 30Q: 16 clusters Score -1.160496e+08 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 55038 members 
Mstep: Class 5 contains 46068 members 
Mstep: Class 8 contains 15660 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 38990 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 51037 members 
Mstep: Class 16 contains 142373 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 19 contains 287134 members 
Mstep: Class 21 contains 137178 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 124972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052960.000000 Penalty: 51101.902344
Iteration 31Q: 16 clusters Score -1.16053e+08 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 55598 members 
Mstep: Class 5 contains 45222 members 
Mstep: Class 8 contains 15733 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 39269 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 51012 members 
Mstep: Class 16 contains 144366 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 19 contains 284442 members 
Mstep: Class 21 contains 130494 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 131936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055296.000000 Penalty: 51101.902344
Iteration 32Q: 16 clusters Score -1.160553e+08 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 56083 members 
Mstep: Class 5 contains 44281 members 
Mstep: Class 8 contains 15783 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 39573 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 50935 members 
Mstep: Class 16 contains 146373 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 19 contains 281931 members 
Mstep: Class 21 contains 123255 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 139431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058096.000000 Penalty: 51101.902344
Iteration 33Q: 16 clusters Score -1.160581e+08 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 56521 members 
Mstep: Class 5 contains 43321 members 
Mstep: Class 8 contains 15844 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 39885 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 50841 members 
Mstep: Class 16 contains 148339 members 
Mstep: Class 17 contains 4002 members 
Mstep: Class 19 contains 279593 members 
Mstep: Class 21 contains 115310 members 
Mstep: Class 22 contains 6780 members 
Mstep: Class 23 contains 147582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116060312.000000 Penalty: 51101.902344
Iteration 34Q: 16 clusters Score -1.160603e+08 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 56993 members 
Mstep: Class 5 contains 42363 members 
Mstep: Class 8 contains 15931 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 40184 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 50763 members 
Mstep: Class 16 contains 150423 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 19 contains 277182 members 
Mstep: Class 21 contains 105816 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 157202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061192.000000 Penalty: 51101.902344
Iteration 35Q: 16 clusters Score -1.160612e+08 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 57459 members 
Mstep: Class 5 contains 41346 members 
Mstep: Class 8 contains 16024 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 40473 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 50690 members 
Mstep: Class 16 contains 152562 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 19 contains 275043 members 
Mstep: Class 21 contains 94355 members 
Mstep: Class 22 contains 7178 members 
Mstep: Class 23 contains 168579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062840.000000 Penalty: 51101.902344
Iteration 36Q: 16 clusters Score -1.160628e+08 nChanged 21689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 57979 members 
Mstep: Class 5 contains 40352 members 
Mstep: Class 8 contains 16086 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 40953 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 50580 members 
Mstep: Class 16 contains 154679 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 19 contains 273160 members 
Mstep: Class 21 contains 80953 members 
Mstep: Class 22 contains 7348 members 
Mstep: Class 23 contains 181509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062528.000000 Penalty: 51101.902344
Iteration 37Q: 16 clusters Score -1.160625e+08 nChanged 22322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11383 members 
Mstep: Class 3 contains 58550 members 
Mstep: Class 5 contains 39364 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 41516 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 50499 members 
Mstep: Class 16 contains 156768 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 19 contains 271617 members 
Mstep: Class 21 contains 67747 members 
Mstep: Class 22 contains 7543 members 
Mstep: Class 23 contains 193789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057112.000000 Penalty: 51101.902344
Iteration 38Q: 16 clusters Score -1.160571e+08 nChanged 19526
Entering ConstructFrom: 
Score: -116057112.000000 Penalty: 51101.902344
Entering ConstructFrom: 
Trying to split cluster 2 (11341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Entering Unmasked Estep 
Score: -1501816.250000 Penalty: 2315.372559
	Iteration 0F: 2 clusters Score -1501816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1493292.250000 Penalty: 4630.745117
	Iteration 0F: 3 clusters Score -1493292 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1495872.125000 Penalty: 4630.745117
	Iteration 1F: 3 clusters Score -1495872 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1496129.625000 Penalty: 4630.745117
	Iteration 2F: 3 clusters Score -1496130 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1496327.750000 Penalty: 4630.745117
	Iteration 3Q: 3 clusters Score -1496328 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1496502.250000 Penalty: 4630.745117
	Iteration 4Q: 3 clusters Score -1496502 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1496682.000000 Penalty: 4630.745117
	Iteration 5Q: 3 clusters Score -1496682 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1496847.875000 Penalty: 4630.745117
	Iteration 6Q: 3 clusters Score -1496848 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1497056.750000 Penalty: 4630.745117
	Iteration 7Q: 3 clusters Score -1497057 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1497305.125000 Penalty: 4630.745117
	Iteration 8Q: 3 clusters Score -1497305 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1497622.625000 Penalty: 4630.745117
	Iteration 9Q: 3 clusters Score -1497623 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1498050.375000 Penalty: 4630.745117
	Iteration 10Q: 3 clusters Score -1498050 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1498501.625000 Penalty: 4630.745117
	Iteration 11Q: 3 clusters Score -1498502 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1498915.375000 Penalty: 4630.745117
	Iteration 12Q: 3 clusters Score -1498915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1499246.375000 Penalty: 4630.745117
	Iteration 13Q: 3 clusters Score -1499246 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1499485.625000 Penalty: 4630.745117
	Iteration 14Q: 3 clusters Score -1499486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1499610.375000 Penalty: 4630.745117
	Iteration 15Q: 3 clusters Score -1499610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1499657.250000 Penalty: 4630.745117
	Iteration 16Q: 3 clusters Score -1499657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1499703.250000 Penalty: 4630.745117
	Iteration 17Q: 3 clusters Score -1499703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1499729.875000 Penalty: 4630.745117
	Iteration 18Q: 3 clusters Score -1499730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1499751.875000 Penalty: 4630.745117
	Iteration 19Q: 3 clusters Score -1499752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1499764.500000 Penalty: 4630.745117
	Iteration 20F: 3 clusters Score -1499764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1499775.875000 Penalty: 4630.745117
	Iteration 21Q: 3 clusters Score -1499776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1499784.625000 Penalty: 4630.745117
	Iteration 22Q: 3 clusters Score -1499785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1499795.625000 Penalty: 4630.745117
	Iteration 23Q: 3 clusters Score -1499796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1499797.750000 Penalty: 4630.745117
	Iteration 24Q: 3 clusters Score -1499798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1499802.750000 Penalty: 4630.745117
	Iteration 25Q: 3 clusters Score -1499803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1499806.500000 Penalty: 4630.745117
	Iteration 26Q: 3 clusters Score -1499806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1499808.875000 Penalty: 4630.745117
	Iteration 27Q: 3 clusters Score -1499809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1499810.875000 Penalty: 4630.745117
	Iteration 28Q: 3 clusters Score -1499811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1499811.125000 Penalty: 4630.745117
	Iteration 29Q: 3 clusters Score -1499811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1499817.375000 Penalty: 4630.745117
	Iteration 30Q: 3 clusters Score -1499817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1499824.750000 Penalty: 4630.745117
	Iteration 31Q: 3 clusters Score -1499825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1499829.375000 Penalty: 4630.745117
	Iteration 32Q: 3 clusters Score -1499829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1499830.750000 Penalty: 4630.745117
	Iteration 33Q: 3 clusters Score -1499831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1499832.250000 Penalty: 4630.745117
	Iteration 34Q: 3 clusters Score -1499832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1499834.125000 Penalty: 4630.745117
	Iteration 35Q: 3 clusters Score -1499834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1499834.125000 Penalty: 4630.745117
	Iteration 36F: 3 clusters Score -1499834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Entering Unmasked Estep 
Score: -7596804.500000 Penalty: 2725.191895
	Iteration 0F: 2 clusters Score -7596804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7557151.500000 Penalty: 5450.383789
	Iteration 0F: 3 clusters Score -7557152 nChanged 27415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7573980.500000 Penalty: 5450.383789
	Iteration 1F: 3 clusters Score -7573980 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -7577178.500000 Penalty: 5450.383789
	Iteration 2F: 3 clusters Score -7577178 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -7581443.500000 Penalty: 5450.383789
	Iteration 3F: 3 clusters Score -7581444 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -7586166.000000 Penalty: 5450.383789
	Iteration 4F: 3 clusters Score -7586166 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7590487.000000 Penalty: 5450.383789
	Iteration 5F: 3 clusters Score -7590487 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -7593843.500000 Penalty: 5450.383789
	Iteration 6F: 3 clusters Score -7593844 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7596507.000000 Penalty: 5450.383789
	Iteration 7F: 3 clusters Score -7596507 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -7598399.500000 Penalty: 5450.383789
	Iteration 8Q: 3 clusters Score -7598400 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -7599504.000000 Penalty: 5450.383789
	Iteration 9Q: 3 clusters Score -7599504 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7600093.500000 Penalty: 5450.383789
	Iteration 10Q: 3 clusters Score -7600094 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7600332.500000 Penalty: 5450.383789
	Iteration 11Q: 3 clusters Score -7600332 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7600438.500000 Penalty: 5450.383789
	Iteration 12Q: 3 clusters Score -7600438 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7600520.500000 Penalty: 5450.383789
	Iteration 13Q: 3 clusters Score -7600520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7600554.500000 Penalty: 5450.383789
	Iteration 14Q: 3 clusters Score -7600554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7600552.500000 Penalty: 5450.383789
	Iteration 15Q: 3 clusters Score -7600552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7600550.000000 Penalty: 5450.383789
	Iteration 16Q: 3 clusters Score -7600550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7600549.500000 Penalty: 5450.383789
	Iteration 17Q: 3 clusters Score -7600550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7600570.000000 Penalty: 5450.383789
	Iteration 18Q: 3 clusters Score -7600570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7600577.000000 Penalty: 5450.383789
	Iteration 19Q: 3 clusters Score -7600577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7600573.500000 Penalty: 5450.383789
	Iteration 20F: 3 clusters Score -7600574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7600577.000000 Penalty: 5450.383789
	Iteration 21Q: 3 clusters Score -7600577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7600578.500000 Penalty: 5450.383789
	Iteration 22Q: 3 clusters Score -7600578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7600577.000000 Penalty: 5450.383789
	Iteration 23Q: 3 clusters Score -7600577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7600580.000000 Penalty: 5450.383789
	Iteration 24Q: 3 clusters Score -7600580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7600578.500000 Penalty: 5450.383789
	Iteration 25Q: 3 clusters Score -7600578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7600570.500000 Penalty: 5450.383789
	Iteration 26Q: 3 clusters Score -7600570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7600570.500000 Penalty: 5450.383789
	Iteration 27Q: 3 clusters Score -7600570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7600572.500000 Penalty: 5450.383789
	Iteration 28Q: 3 clusters Score -7600572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7600572.500000 Penalty: 5450.383789
	Iteration 29F: 3 clusters Score -7600572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 56899 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
Score: -116051536.000000 Penalty: 54508.695312
Splitting cluster 3 changes total score from -116057112.000000 to -116051536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (38387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Entering Unmasked Estep 
Score: -4936314.000000 Penalty: 2617.757568
	Iteration 0F: 2 clusters Score -4936314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4910317.000000 Penalty: 5235.515137
	Iteration 0F: 3 clusters Score -4910317 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4919844.000000 Penalty: 5235.515137
	Iteration 1F: 3 clusters Score -4919844 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4920560.500000 Penalty: 5235.515137
	Iteration 2Q: 3 clusters Score -4920560 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4921451.500000 Penalty: 5235.515137
	Iteration 3Q: 3 clusters Score -4921452 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4922476.000000 Penalty: 5235.515137
	Iteration 4Q: 3 clusters Score -4922476 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4923719.000000 Penalty: 5235.515137
	Iteration 5F: 3 clusters Score -4923719 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4925300.500000 Penalty: 5235.515137
	Iteration 6F: 3 clusters Score -4925300 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4926864.000000 Penalty: 5235.515137
	Iteration 7F: 3 clusters Score -4926864 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4928198.500000 Penalty: 5235.515137
	Iteration 8F: 3 clusters Score -4928198 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4929202.500000 Penalty: 5235.515137
	Iteration 9Q: 3 clusters Score -4929202 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4929855.000000 Penalty: 5235.515137
	Iteration 10Q: 3 clusters Score -4929855 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4930274.000000 Penalty: 5235.515137
	Iteration 11Q: 3 clusters Score -4930274 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4930520.500000 Penalty: 5235.515137
	Iteration 12Q: 3 clusters Score -4930520 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4930687.500000 Penalty: 5235.515137
	Iteration 13Q: 3 clusters Score -4930688 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4930847.500000 Penalty: 5235.515137
	Iteration 14Q: 3 clusters Score -4930848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4931006.500000 Penalty: 5235.515137
	Iteration 15Q: 3 clusters Score -4931006 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4931135.500000 Penalty: 5235.515137
	Iteration 16Q: 3 clusters Score -4931136 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4931293.500000 Penalty: 5235.515137
	Iteration 17Q: 3 clusters Score -4931294 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4931443.500000 Penalty: 5235.515137
	Iteration 18Q: 3 clusters Score -4931444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4931580.500000 Penalty: 5235.515137
	Iteration 19Q: 3 clusters Score -4931580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4931757.000000 Penalty: 5235.515137
	Iteration 20F: 3 clusters Score -4931757 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4931911.000000 Penalty: 5235.515137
	Iteration 21Q: 3 clusters Score -4931911 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4932078.000000 Penalty: 5235.515137
	Iteration 22Q: 3 clusters Score -4932078 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4932245.500000 Penalty: 5235.515137
	Iteration 23Q: 3 clusters Score -4932246 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4932426.000000 Penalty: 5235.515137
	Iteration 24Q: 3 clusters Score -4932426 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4932614.000000 Penalty: 5235.515137
	Iteration 25Q: 3 clusters Score -4932614 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4932758.500000 Penalty: 5235.515137
	Iteration 26Q: 3 clusters Score -4932758 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4932930.500000 Penalty: 5235.515137
	Iteration 27Q: 3 clusters Score -4932930 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4933106.000000 Penalty: 5235.515137
	Iteration 28Q: 3 clusters Score -4933106 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4933286.000000 Penalty: 5235.515137
	Iteration 29Q: 3 clusters Score -4933286 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4933394.000000 Penalty: 5235.515137
	Iteration 30Q: 3 clusters Score -4933394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4933516.000000 Penalty: 5235.515137
	Iteration 31Q: 3 clusters Score -4933516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4933621.000000 Penalty: 5235.515137
	Iteration 32Q: 3 clusters Score -4933621 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4933710.000000 Penalty: 5235.515137
	Iteration 33Q: 3 clusters Score -4933710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4933780.500000 Penalty: 5235.515137
	Iteration 34Q: 3 clusters Score -4933780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -4933840.500000 Penalty: 5235.515137
	Iteration 35Q: 3 clusters Score -4933840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4933869.000000 Penalty: 5235.515137
	Iteration 36Q: 3 clusters Score -4933869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4933919.500000 Penalty: 5235.515137
	Iteration 37Q: 3 clusters Score -4933920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4933959.000000 Penalty: 5235.515137
	Iteration 38Q: 3 clusters Score -4933959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4933984.500000 Penalty: 5235.515137
	Iteration 39Q: 3 clusters Score -4933984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4934001.000000 Penalty: 5235.515137
	Iteration 40F: 3 clusters Score -4934001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4934017.500000 Penalty: 5235.515137
	Iteration 41Q: 3 clusters Score -4934018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4934045.000000 Penalty: 5235.515137
	Iteration 42Q: 3 clusters Score -4934045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -4934051.500000 Penalty: 5235.515137
	Iteration 43Q: 3 clusters Score -4934052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4934063.000000 Penalty: 5235.515137
	Iteration 44Q: 3 clusters Score -4934063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4934069.500000 Penalty: 5235.515137
	Iteration 45Q: 3 clusters Score -4934070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4934078.500000 Penalty: 5235.515137
	Iteration 46Q: 3 clusters Score -4934078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4934088.500000 Penalty: 5235.515137
	Iteration 47Q: 3 clusters Score -4934088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4934089.000000 Penalty: 5235.515137
	Iteration 48Q: 3 clusters Score -4934089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4934094.000000 Penalty: 5235.515137
	Iteration 49Q: 3 clusters Score -4934094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4934095.500000 Penalty: 5235.515137
	Iteration 50Q: 3 clusters Score -4934096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4934096.500000 Penalty: 5235.515137
	Iteration 51Q: 3 clusters Score -4934096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4934101.500000 Penalty: 5235.515137
	Iteration 52Q: 3 clusters Score -4934102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4934103.500000 Penalty: 5235.515137
	Iteration 53Q: 3 clusters Score -4934104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4934105.500000 Penalty: 5235.515137
	Iteration 54Q: 3 clusters Score -4934106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4934108.500000 Penalty: 5235.515137
	Iteration 55Q: 3 clusters Score -4934108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4934108.500000 Penalty: 5235.515137
	Iteration 56F: 3 clusters Score -4934108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Entering Unmasked Estep 
Score: -2099541.750000 Penalty: 2404.570312
	Iteration 0F: 2 clusters Score -2099542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2087854.125000 Penalty: 4809.140625
	Iteration 0F: 3 clusters Score -2087854 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2091821.750000 Penalty: 4809.140625
	Iteration 1F: 3 clusters Score -2091822 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2092509.500000 Penalty: 4809.140625
	Iteration 2F: 3 clusters Score -2092510 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2093123.875000 Penalty: 4809.140625
	Iteration 3F: 3 clusters Score -2093124 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2093661.125000 Penalty: 4809.140625
	Iteration 4F: 3 clusters Score -2093661 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2094156.875000 Penalty: 4809.140625
	Iteration 5F: 3 clusters Score -2094157 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2094670.875000 Penalty: 4809.140625
	Iteration 6F: 3 clusters Score -2094671 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2095218.500000 Penalty: 4809.140625
	Iteration 7F: 3 clusters Score -2095218 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2095811.500000 Penalty: 4809.140625
	Iteration 8F: 3 clusters Score -2095812 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2096377.875000 Penalty: 4809.140625
	Iteration 9F: 3 clusters Score -2096378 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2096918.625000 Penalty: 4809.140625
	Iteration 10Q: 3 clusters Score -2096919 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2097347.750000 Penalty: 4809.140625
	Iteration 11Q: 3 clusters Score -2097348 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2097661.500000 Penalty: 4809.140625
	Iteration 12Q: 3 clusters Score -2097662 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2097935.500000 Penalty: 4809.140625
	Iteration 13Q: 3 clusters Score -2097936 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2098149.000000 Penalty: 4809.140625
	Iteration 14Q: 3 clusters Score -2098149 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2098293.000000 Penalty: 4809.140625
	Iteration 15Q: 3 clusters Score -2098293 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2098393.250000 Penalty: 4809.140625
	Iteration 16Q: 3 clusters Score -2098393 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2098471.750000 Penalty: 4809.140625
	Iteration 17Q: 3 clusters Score -2098472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2098532.000000 Penalty: 4809.140625
	Iteration 18Q: 3 clusters Score -2098532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2098584.500000 Penalty: 4809.140625
	Iteration 19Q: 3 clusters Score -2098584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2098624.500000 Penalty: 4809.140625
	Iteration 20F: 3 clusters Score -2098624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2098649.500000 Penalty: 4809.140625
	Iteration 21Q: 3 clusters Score -2098650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2098676.250000 Penalty: 4809.140625
	Iteration 22Q: 3 clusters Score -2098676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2098694.500000 Penalty: 4809.140625
	Iteration 23Q: 3 clusters Score -2098694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2098719.000000 Penalty: 4809.140625
	Iteration 24Q: 3 clusters Score -2098719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2098735.250000 Penalty: 4809.140625
	Iteration 25Q: 3 clusters Score -2098735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2098755.250000 Penalty: 4809.140625
	Iteration 26Q: 3 clusters Score -2098755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2098763.750000 Penalty: 4809.140625
	Iteration 27Q: 3 clusters Score -2098764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2098772.500000 Penalty: 4809.140625
	Iteration 28Q: 3 clusters Score -2098772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2098771.500000 Penalty: 4809.140625
	Iteration 29Q: 3 clusters Score -2098772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2098775.750000 Penalty: 4809.140625
	Iteration 30Q: 3 clusters Score -2098776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2098781.250000 Penalty: 4809.140625
	Iteration 31Q: 3 clusters Score -2098781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2098780.000000 Penalty: 4809.140625
	Iteration 32Q: 3 clusters Score -2098780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2098784.000000 Penalty: 4809.140625
	Iteration 33Q: 3 clusters Score -2098784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2098788.000000 Penalty: 4809.140625
	Iteration 34Q: 3 clusters Score -2098788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2098792.250000 Penalty: 4809.140625
	Iteration 35Q: 3 clusters Score -2098792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2098792.250000 Penalty: 4809.140625
	Iteration 36F: 3 clusters Score -2098792 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: -176519.156250 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -176519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174290.421875 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -174290.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174811.015625 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -174811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -175166.812500 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -175166.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175598.859375 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -175598.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -176053.515625 Penalty: 3618.011230
	Iteration 4F: 3 clusters Score -176053.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -176253.125000 Penalty: 3618.011230
	Iteration 5F: 3 clusters Score -176253.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -176340.109375 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -176340.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -176387.625000 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -176387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -176412.140625 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -176412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -176423.437500 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -176423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -176425.828125 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -176425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -176430.750000 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -176430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -176436.375000 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -176436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -176441.046875 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -176441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -176448.875000 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -176448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -176456.765625 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -176456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -176458.500000 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -176458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -176458.500000 Penalty: 3618.011230
	Iteration 17F: 3 clusters Score -176458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Entering Unmasked Estep 
Score: -5451478.500000 Penalty: 2640.943604
	Iteration 0F: 2 clusters Score -5451478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5423008.500000 Penalty: 5281.887207
	Iteration 0F: 3 clusters Score -5423008 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5433742.500000 Penalty: 5281.887207
	Iteration 1F: 3 clusters Score -5433742 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5434496.500000 Penalty: 5281.887207
	Iteration 2Q: 3 clusters Score -5434496 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5435541.500000 Penalty: 5281.887207
	Iteration 3Q: 3 clusters Score -5435542 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5437001.500000 Penalty: 5281.887207
	Iteration 4F: 3 clusters Score -5437002 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5439073.000000 Penalty: 5281.887207
	Iteration 5F: 3 clusters Score -5439073 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5441658.500000 Penalty: 5281.887207
	Iteration 6F: 3 clusters Score -5441658 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5443926.000000 Penalty: 5281.887207
	Iteration 7F: 3 clusters Score -5443926 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -5445264.000000 Penalty: 5281.887207
	Iteration 8F: 3 clusters Score -5445264 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5445962.000000 Penalty: 5281.887207
	Iteration 9Q: 3 clusters Score -5445962 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -5446346.500000 Penalty: 5281.887207
	Iteration 10Q: 3 clusters Score -5446346 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5446631.500000 Penalty: 5281.887207
	Iteration 11Q: 3 clusters Score -5446632 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -5446896.000000 Penalty: 5281.887207
	Iteration 12Q: 3 clusters Score -5446896 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5447138.500000 Penalty: 5281.887207
	Iteration 13Q: 3 clusters Score -5447138 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -5447422.500000 Penalty: 5281.887207
	Iteration 14Q: 3 clusters Score -5447422 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -5447674.000000 Penalty: 5281.887207
	Iteration 15Q: 3 clusters Score -5447674 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -5447884.500000 Penalty: 5281.887207
	Iteration 16Q: 3 clusters Score -5447884 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5448088.500000 Penalty: 5281.887207
	Iteration 17Q: 3 clusters Score -5448088 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5448264.000000 Penalty: 5281.887207
	Iteration 18Q: 3 clusters Score -5448264 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5448421.000000 Penalty: 5281.887207
	Iteration 19Q: 3 clusters Score -5448421 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5448595.500000 Penalty: 5281.887207
	Iteration 20F: 3 clusters Score -5448596 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5448749.500000 Penalty: 5281.887207
	Iteration 21Q: 3 clusters Score -5448750 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5448922.500000 Penalty: 5281.887207
	Iteration 22Q: 3 clusters Score -5448922 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5449070.500000 Penalty: 5281.887207
	Iteration 23Q: 3 clusters Score -5449070 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5449206.500000 Penalty: 5281.887207
	Iteration 24Q: 3 clusters Score -5449206 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5449334.000000 Penalty: 5281.887207
	Iteration 25Q: 3 clusters Score -5449334 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5449430.500000 Penalty: 5281.887207
	Iteration 26Q: 3 clusters Score -5449430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5449531.000000 Penalty: 5281.887207
	Iteration 27Q: 3 clusters Score -5449531 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -5449616.000000 Penalty: 5281.887207
	Iteration 28Q: 3 clusters Score -5449616 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5449689.500000 Penalty: 5281.887207
	Iteration 29Q: 3 clusters Score -5449690 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5449751.500000 Penalty: 5281.887207
	Iteration 30Q: 3 clusters Score -5449752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5449788.000000 Penalty: 5281.887207
	Iteration 31Q: 3 clusters Score -5449788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5449836.000000 Penalty: 5281.887207
	Iteration 32Q: 3 clusters Score -5449836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5449883.000000 Penalty: 5281.887207
	Iteration 33Q: 3 clusters Score -5449883 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5449906.500000 Penalty: 5281.887207
	Iteration 34Q: 3 clusters Score -5449906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5449930.500000 Penalty: 5281.887207
	Iteration 35Q: 3 clusters Score -5449930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5449939.500000 Penalty: 5281.887207
	Iteration 36Q: 3 clusters Score -5449940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5449947.000000 Penalty: 5281.887207
	Iteration 37Q: 3 clusters Score -5449947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5449948.000000 Penalty: 5281.887207
	Iteration 38Q: 3 clusters Score -5449948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5449959.500000 Penalty: 5281.887207
	Iteration 39Q: 3 clusters Score -5449960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5449972.500000 Penalty: 5281.887207
	Iteration 40F: 3 clusters Score -5449972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5449978.500000 Penalty: 5281.887207
	Iteration 41Q: 3 clusters Score -5449978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5449997.000000 Penalty: 5281.887207
	Iteration 42Q: 3 clusters Score -5449997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5450003.500000 Penalty: 5281.887207
	Iteration 43Q: 3 clusters Score -5450004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5450016.000000 Penalty: 5281.887207
	Iteration 44Q: 3 clusters Score -5450016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 5281.887207
	Iteration 45Q: 3 clusters Score -5450026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5450023.000000 Penalty: 5281.887207
	Iteration 46Q: 3 clusters Score -5450023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5450027.000000 Penalty: 5281.887207
	Iteration 47Q: 3 clusters Score -5450027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5450028.500000 Penalty: 5281.887207
	Iteration 48Q: 3 clusters Score -5450028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5450024.500000 Penalty: 5281.887207
	Iteration 49Q: 3 clusters Score -5450024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5450022.500000 Penalty: 5281.887207
	Iteration 50Q: 3 clusters Score -5450022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5450024.000000 Penalty: 5281.887207
	Iteration 51Q: 3 clusters Score -5450024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5450030.000000 Penalty: 5281.887207
	Iteration 52Q: 3 clusters Score -5450030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 5281.887207
	Iteration 53Q: 3 clusters Score -5450032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5450025.000000 Penalty: 5281.887207
	Iteration 54Q: 3 clusters Score -5450025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5450022.500000 Penalty: 5281.887207
	Iteration 55Q: 3 clusters Score -5450022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5450028.500000 Penalty: 5281.887207
	Iteration 56Q: 3 clusters Score -5450028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5450030.000000 Penalty: 5281.887207
	Iteration 57Q: 3 clusters Score -5450030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5450031.000000 Penalty: 5281.887207
	Iteration 58Q: 3 clusters Score -5450031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5450031.000000 Penalty: 5281.887207
	Iteration 59F: 3 clusters Score -5450031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -153072.156250 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -153072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151096.031250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -151096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151946.140625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -151946.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152970.265625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -152970.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -154539.406250 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -154539.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -155583.437500 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -155583.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -156485.671875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -156485.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -156618.531250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -156618.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -156642.875000 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -156642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -156646.812500 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -156646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -156650.671875 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -156650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -156654.000000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -156654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -156658.656250 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -156658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156664.203125 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -156664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -156670.609375 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -156670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156680.656250 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -156680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -156710.312500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -156710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156755.109375 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -156755.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -156865.750000 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -156865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -157077.078125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -157077.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157597.343750 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -157597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -157832.250000 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -157832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157834.187500 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -157834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157834.187500 Penalty: 3579.852051
	Iteration 22F: 3 clusters Score -157834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
Score: -116052080.000000 Penalty: 54508.695312
Splitting cluster 13 changes total score from -116057112.000000 to -116052080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -260763.421875 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -260763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -258069.250000 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -258069.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -258817.890625 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -258817.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259358.453125 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -259358.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -260012.421875 Penalty: 3820.019531
	Iteration 3F: 3 clusters Score -260012.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -260454.421875 Penalty: 3820.019531
	Iteration 4F: 3 clusters Score -260454.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -260776.500000 Penalty: 3820.019531
	Iteration 5F: 3 clusters Score -260776.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -260910.734375 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -260910.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -260965.625000 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -260965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -260990.156250 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -260990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -260998.234375 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -260998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -261001.625000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -261001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -261003.984375 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -261004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -261003.984375 Penalty: 3820.019531
	Iteration 12F: 3 clusters Score -261004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
Score: -116047560.000000 Penalty: 54508.695312
Splitting cluster 14 changes total score from -116057112.000000 to -116047560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (50405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Entering Unmasked Estep 
Score: -6247358.500000 Penalty: 2685.305664
	Iteration 0F: 2 clusters Score -6247358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -6213667.000000 Penalty: 5370.611328
	Iteration 0F: 3 clusters Score -6213667 nChanged 23173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -6227434.000000 Penalty: 5370.611328
	Iteration 1F: 3 clusters Score -6227434 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -6230002.500000 Penalty: 5370.611328
	Iteration 2F: 3 clusters Score -6230002 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6233392.000000 Penalty: 5370.611328
	Iteration 3F: 3 clusters Score -6233392 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6237398.000000 Penalty: 5370.611328
	Iteration 4F: 3 clusters Score -6237398 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -6241146.500000 Penalty: 5370.611328
	Iteration 5F: 3 clusters Score -6241146 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -6243708.000000 Penalty: 5370.611328
	Iteration 6F: 3 clusters Score -6243708 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6245179.500000 Penalty: 5370.611328
	Iteration 7Q: 3 clusters Score -6245180 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -6246306.500000 Penalty: 5370.611328
	Iteration 8Q: 3 clusters Score -6246306 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6247253.500000 Penalty: 5370.611328
	Iteration 9Q: 3 clusters Score -6247254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -6248154.500000 Penalty: 5370.611328
	Iteration 10Q: 3 clusters Score -6248154 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -6248757.500000 Penalty: 5370.611328
	Iteration 11Q: 3 clusters Score -6248758 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -6249091.500000 Penalty: 5370.611328
	Iteration 12Q: 3 clusters Score -6249092 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6249294.000000 Penalty: 5370.611328
	Iteration 13Q: 3 clusters Score -6249294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6249442.500000 Penalty: 5370.611328
	Iteration 14Q: 3 clusters Score -6249442 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6249513.000000 Penalty: 5370.611328
	Iteration 15Q: 3 clusters Score -6249513 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6249575.500000 Penalty: 5370.611328
	Iteration 16Q: 3 clusters Score -6249576 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6249592.000000 Penalty: 5370.611328
	Iteration 17Q: 3 clusters Score -6249592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6249637.000000 Penalty: 5370.611328
	Iteration 18Q: 3 clusters Score -6249637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6249615.500000 Penalty: 5370.611328
	Iteration 19Q: 3 clusters Score -6249616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6249642.500000 Penalty: 5370.611328
	Iteration 20F: 3 clusters Score -6249642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6249633.000000 Penalty: 5370.611328
	Iteration 21Q: 3 clusters Score -6249633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6249642.000000 Penalty: 5370.611328
	Iteration 22Q: 3 clusters Score -6249642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6249651.000000 Penalty: 5370.611328
	Iteration 23Q: 3 clusters Score -6249651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6249646.000000 Penalty: 5370.611328
	Iteration 24Q: 3 clusters Score -6249646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6249654.000000 Penalty: 5370.611328
	Iteration 25Q: 3 clusters Score -6249654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6249652.000000 Penalty: 5370.611328
	Iteration 26Q: 3 clusters Score -6249652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6249658.500000 Penalty: 5370.611328
	Iteration 27Q: 3 clusters Score -6249658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6249661.500000 Penalty: 5370.611328
	Iteration 28Q: 3 clusters Score -6249662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6249655.000000 Penalty: 5370.611328
	Iteration 29Q: 3 clusters Score -6249655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6249654.500000 Penalty: 5370.611328
	Iteration 30Q: 3 clusters Score -6249654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6249655.500000 Penalty: 5370.611328
	Iteration 31Q: 3 clusters Score -6249656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6249654.500000 Penalty: 5370.611328
	Iteration 32Q: 3 clusters Score -6249654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6249652.500000 Penalty: 5370.611328
	Iteration 33Q: 3 clusters Score -6249652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6249652.000000 Penalty: 5370.611328
	Iteration 34Q: 3 clusters Score -6249652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6249649.000000 Penalty: 5370.611328
	Iteration 35Q: 3 clusters Score -6249649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6249646.500000 Penalty: 5370.611328
	Iteration 36Q: 3 clusters Score -6249646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6249646.500000 Penalty: 5370.611328
	Iteration 37F: 3 clusters Score -6249646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 47499 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
Score: -116050896.000000 Penalty: 54508.695312
Splitting cluster 15 changes total score from -116057112.000000 to -116050896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (158882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158882 members 
Entering Unmasked Estep 
Score: -20259818.000000 Penalty: 2970.027344
	Iteration 0F: 2 clusters Score -2.025982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -20153838.000000 Penalty: 5940.054688
	Iteration 0F: 3 clusters Score -2.015384e+07 nChanged 75917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -20198156.000000 Penalty: 5940.054688
	Iteration 1F: 3 clusters Score -2.019816e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -20199420.000000 Penalty: 5940.054688
	Iteration 2Q: 3 clusters Score -2.019942e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -20201110.000000 Penalty: 5940.054688
	Iteration 3Q: 3 clusters Score -2.020111e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -20203376.000000 Penalty: 5940.054688
	Iteration 4Q: 3 clusters Score -2.020338e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -20206856.000000 Penalty: 5940.054688
	Iteration 5Q: 3 clusters Score -2.020686e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -20212282.000000 Penalty: 5940.054688
	Iteration 6F: 3 clusters Score -2.021228e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -20220182.000000 Penalty: 5940.054688
	Iteration 7F: 3 clusters Score -2.022018e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -20230306.000000 Penalty: 5940.054688
	Iteration 8F: 3 clusters Score -2.023031e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -20240142.000000 Penalty: 5940.054688
	Iteration 9F: 3 clusters Score -2.024014e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -20246168.000000 Penalty: 5940.054688
	Iteration 10F: 3 clusters Score -2.024617e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -20249114.000000 Penalty: 5940.054688
	Iteration 11Q: 3 clusters Score -2.024911e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -20250704.000000 Penalty: 5940.054688
	Iteration 12Q: 3 clusters Score -2.02507e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -20252024.000000 Penalty: 5940.054688
	Iteration 13Q: 3 clusters Score -2.025202e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -20253056.000000 Penalty: 5940.054688
	Iteration 14Q: 3 clusters Score -2.025306e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -20253850.000000 Penalty: 5940.054688
	Iteration 15Q: 3 clusters Score -2.025385e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 133715 members 
Entering Unmasked Estep 
Score: -20254488.000000 Penalty: 5940.054688
	Iteration 16Q: 3 clusters Score -2.025449e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -20255196.000000 Penalty: 5940.054688
	Iteration 17Q: 3 clusters Score -2.02552e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 137295 members 
Entering Unmasked Estep 
Score: -20255820.000000 Penalty: 5940.054688
	Iteration 18Q: 3 clusters Score -2.025582e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -20256374.000000 Penalty: 5940.054688
	Iteration 19Q: 3 clusters Score -2.025637e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 140367 members 
Entering Unmasked Estep 
Score: -20256746.000000 Penalty: 5940.054688
	Iteration 20F: 3 clusters Score -2.025675e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -20257204.000000 Penalty: 5940.054688
	Iteration 21Q: 3 clusters Score -2.02572e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -20257554.000000 Penalty: 5940.054688
	Iteration 22Q: 3 clusters Score -2.025755e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 144353 members 
Entering Unmasked Estep 
Score: -20257906.000000 Penalty: 5940.054688
	Iteration 23Q: 3 clusters Score -2.025791e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -20258168.000000 Penalty: 5940.054688
	Iteration 24Q: 3 clusters Score -2.025817e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 146536 members 
Entering Unmasked Estep 
Score: -20258426.000000 Penalty: 5940.054688
	Iteration 25Q: 3 clusters Score -2.025843e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -20258588.000000 Penalty: 5940.054688
	Iteration 26Q: 3 clusters Score -2.025859e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -20258708.000000 Penalty: 5940.054688
	Iteration 27Q: 3 clusters Score -2.025871e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -20258902.000000 Penalty: 5940.054688
	Iteration 28Q: 3 clusters Score -2.02589e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -20259020.000000 Penalty: 5940.054688
	Iteration 29Q: 3 clusters Score -2.025902e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 150085 members 
Entering Unmasked Estep 
Score: -20259044.000000 Penalty: 5940.054688
	Iteration 30Q: 3 clusters Score -2.025904e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 150577 members 
Entering Unmasked Estep 
Score: -20259100.000000 Penalty: 5940.054688
	Iteration 31Q: 3 clusters Score -2.02591e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -20259206.000000 Penalty: 5940.054688
	Iteration 32Q: 3 clusters Score -2.025921e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -20259190.000000 Penalty: 5940.054688
	Iteration 33Q: 3 clusters Score -2.025919e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -20259254.000000 Penalty: 5940.054688
	Iteration 34Q: 3 clusters Score -2.025925e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -20259314.000000 Penalty: 5940.054688
	Iteration 35Q: 3 clusters Score -2.025931e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -20259318.000000 Penalty: 5940.054688
	Iteration 36Q: 3 clusters Score -2.025932e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -20259358.000000 Penalty: 5940.054688
	Iteration 37Q: 3 clusters Score -2.025936e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -20259378.000000 Penalty: 5940.054688
	Iteration 38Q: 3 clusters Score -2.025938e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -20259444.000000 Penalty: 5940.054688
	Iteration 39Q: 3 clusters Score -2.025944e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -20259472.000000 Penalty: 5940.054688
	Iteration 40F: 3 clusters Score -2.025947e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -20259502.000000 Penalty: 5940.054688
	Iteration 41Q: 3 clusters Score -2.02595e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -20259486.000000 Penalty: 5940.054688
	Iteration 42Q: 3 clusters Score -2.025949e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -20259480.000000 Penalty: 5940.054688
	Iteration 43Q: 3 clusters Score -2.025948e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 153420 members 
Entering Unmasked Estep 
Score: -20259480.000000 Penalty: 5940.054688
	Iteration 44Q: 3 clusters Score -2.025948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -20259512.000000 Penalty: 5940.054688
	Iteration 45Q: 3 clusters Score -2.025951e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -20259492.000000 Penalty: 5940.054688
	Iteration 46Q: 3 clusters Score -2.025949e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 153671 members 
Entering Unmasked Estep 
Score: -20259518.000000 Penalty: 5940.054688
	Iteration 47Q: 3 clusters Score -2.025952e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -20259496.000000 Penalty: 5940.054688
	Iteration 48Q: 3 clusters Score -2.02595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -20259528.000000 Penalty: 5940.054688
	Iteration 49Q: 3 clusters Score -2.025953e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -20259538.000000 Penalty: 5940.054688
	Iteration 50Q: 3 clusters Score -2.025954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -20259514.000000 Penalty: 5940.054688
	Iteration 51Q: 3 clusters Score -2.025951e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -20259544.000000 Penalty: 5940.054688
	Iteration 52Q: 3 clusters Score -2.025954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 154010 members 
Entering Unmasked Estep 
Score: -20259516.000000 Penalty: 5940.054688
	Iteration 53Q: 3 clusters Score -2.025952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -20259540.000000 Penalty: 5940.054688
	Iteration 54Q: 3 clusters Score -2.025954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -20259538.000000 Penalty: 5940.054688
	Iteration 55Q: 3 clusters Score -2.025954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -20259548.000000 Penalty: 5940.054688
	Iteration 56Q: 3 clusters Score -2.025955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 154171 members 
Entering Unmasked Estep 
Score: -20259570.000000 Penalty: 5940.054688
	Iteration 57Q: 3 clusters Score -2.025957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -20259542.000000 Penalty: 5940.054688
	Iteration 58Q: 3 clusters Score -2.025954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -20259542.000000 Penalty: 5940.054688
	Iteration 59Q: 3 clusters Score -2.025954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -20259550.000000 Penalty: 5940.054688
	Iteration 60F: 3 clusters Score -2.025955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -20259534.000000 Penalty: 5940.054688
	Iteration 61Q: 3 clusters Score -2.025953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -20259546.000000 Penalty: 5940.054688
	Iteration 62Q: 3 clusters Score -2.025955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -20259558.000000 Penalty: 5940.054688
	Iteration 63Q: 3 clusters Score -2.025956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -20259558.000000 Penalty: 5940.054688
	Iteration 64Q: 3 clusters Score -2.025956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -20259554.000000 Penalty: 5940.054688
	Iteration 65Q: 3 clusters Score -2.025955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -20259548.000000 Penalty: 5940.054688
	Iteration 66Q: 3 clusters Score -2.025955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -20259558.000000 Penalty: 5940.054688
	Iteration 67Q: 3 clusters Score -2.025956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -20259562.000000 Penalty: 5940.054688
	Iteration 68Q: 3 clusters Score -2.025956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -20259570.000000 Penalty: 5940.054688
	Iteration 69Q: 3 clusters Score -2.025957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -20259554.000000 Penalty: 5940.054688
	Iteration 70Q: 3 clusters Score -2.025955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -20259554.000000 Penalty: 5940.054688
	Iteration 71Q: 3 clusters Score -2.025955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -20259564.000000 Penalty: 5940.054688
	Iteration 72Q: 3 clusters Score -2.025956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -20259548.000000 Penalty: 5940.054688
	Iteration 73Q: 3 clusters Score -2.025955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -20259560.000000 Penalty: 5940.054688
	Iteration 74Q: 3 clusters Score -2.025956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -20259556.000000 Penalty: 5940.054688
	Iteration 75Q: 3 clusters Score -2.025956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -20259540.000000 Penalty: 5940.054688
	Iteration 76Q: 3 clusters Score -2.025954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -20259558.000000 Penalty: 5940.054688
	Iteration 77Q: 3 clusters Score -2.025956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -20259552.000000 Penalty: 5940.054688
	Iteration 78Q: 3 clusters Score -2.025955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -20259552.000000 Penalty: 5940.054688
	Iteration 79F: 3 clusters Score -2.025955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -531676.062500 Penalty: 2087.398926
	Iteration 0F: 2 clusters Score -531676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -527614.562500 Penalty: 4174.797852
	Iteration 0F: 3 clusters Score -527614.6 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -529246.125000 Penalty: 4174.797852
	Iteration 1F: 3 clusters Score -529246.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -530113.000000 Penalty: 4174.797852
	Iteration 2F: 3 clusters Score -530113 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -530554.000000 Penalty: 4174.797852
	Iteration 3F: 3 clusters Score -530554 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -530882.187500 Penalty: 4174.797852
	Iteration 4F: 3 clusters Score -530882.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -531121.375000 Penalty: 4174.797852
	Iteration 5F: 3 clusters Score -531121.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -531302.000000 Penalty: 4174.797852
	Iteration 6Q: 3 clusters Score -531302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -531432.812500 Penalty: 4174.797852
	Iteration 7Q: 3 clusters Score -531432.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -531547.000000 Penalty: 4174.797852
	Iteration 8Q: 3 clusters Score -531547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -531654.312500 Penalty: 4174.797852
	Iteration 9Q: 3 clusters Score -531654.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -531727.000000 Penalty: 4174.797852
	Iteration 10Q: 3 clusters Score -531727 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -531792.187500 Penalty: 4174.797852
	Iteration 11Q: 3 clusters Score -531792.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -531858.875000 Penalty: 4174.797852
	Iteration 12Q: 3 clusters Score -531858.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -531912.750000 Penalty: 4174.797852
	Iteration 13Q: 3 clusters Score -531912.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -531969.187500 Penalty: 4174.797852
	Iteration 14Q: 3 clusters Score -531969.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -532017.875000 Penalty: 4174.797852
	Iteration 15Q: 3 clusters Score -532017.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -532055.250000 Penalty: 4174.797852
	Iteration 16Q: 3 clusters Score -532055.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -532094.687500 Penalty: 4174.797852
	Iteration 17Q: 3 clusters Score -532094.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -532138.125000 Penalty: 4174.797852
	Iteration 18Q: 3 clusters Score -532138.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -532178.125000 Penalty: 4174.797852
	Iteration 19Q: 3 clusters Score -532178.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -532215.312500 Penalty: 4174.797852
	Iteration 20F: 3 clusters Score -532215.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -532252.750000 Penalty: 4174.797852
	Iteration 21Q: 3 clusters Score -532252.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -532284.750000 Penalty: 4174.797852
	Iteration 22Q: 3 clusters Score -532284.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -532311.500000 Penalty: 4174.797852
	Iteration 23Q: 3 clusters Score -532311.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -532321.312500 Penalty: 4174.797852
	Iteration 24Q: 3 clusters Score -532321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -532329.812500 Penalty: 4174.797852
	Iteration 25Q: 3 clusters Score -532329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -532338.437500 Penalty: 4174.797852
	Iteration 26Q: 3 clusters Score -532338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -532363.062500 Penalty: 4174.797852
	Iteration 27Q: 3 clusters Score -532363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -532392.562500 Penalty: 4174.797852
	Iteration 28Q: 3 clusters Score -532392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -532419.187500 Penalty: 4174.797852
	Iteration 29Q: 3 clusters Score -532419.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -532436.250000 Penalty: 4174.797852
	Iteration 30Q: 3 clusters Score -532436.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -532455.687500 Penalty: 4174.797852
	Iteration 31Q: 3 clusters Score -532455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -532469.750000 Penalty: 4174.797852
	Iteration 32Q: 3 clusters Score -532469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -532479.437500 Penalty: 4174.797852
	Iteration 33Q: 3 clusters Score -532479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -532484.750000 Penalty: 4174.797852
	Iteration 34Q: 3 clusters Score -532484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -532488.187500 Penalty: 4174.797852
	Iteration 35Q: 3 clusters Score -532488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -532497.312500 Penalty: 4174.797852
	Iteration 36Q: 3 clusters Score -532497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -532504.375000 Penalty: 4174.797852
	Iteration 37Q: 3 clusters Score -532504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -532512.937500 Penalty: 4174.797852
	Iteration 38Q: 3 clusters Score -532512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -532522.562500 Penalty: 4174.797852
	Iteration 39Q: 3 clusters Score -532522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -532531.000000 Penalty: 4174.797852
	Iteration 40F: 3 clusters Score -532531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -532532.937500 Penalty: 4174.797852
	Iteration 41Q: 3 clusters Score -532532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -532539.687500 Penalty: 4174.797852
	Iteration 42Q: 3 clusters Score -532539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -532543.875000 Penalty: 4174.797852
	Iteration 43Q: 3 clusters Score -532543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -532550.062500 Penalty: 4174.797852
	Iteration 44Q: 3 clusters Score -532550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -532553.875000 Penalty: 4174.797852
	Iteration 45Q: 3 clusters Score -532553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -532557.687500 Penalty: 4174.797852
	Iteration 46Q: 3 clusters Score -532557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -532560.812500 Penalty: 4174.797852
	Iteration 47Q: 3 clusters Score -532560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -532560.500000 Penalty: 4174.797852
	Iteration 48Q: 3 clusters Score -532560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -532564.062500 Penalty: 4174.797852
	Iteration 49Q: 3 clusters Score -532564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -532564.062500 Penalty: 4174.797852
	Iteration 50F: 3 clusters Score -532564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
Score: -116048440.000000 Penalty: 54508.695312
Splitting cluster 17 changes total score from -116057112.000000 to -116048440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (270373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270373 members 
Entering Unmasked Estep 
Score: -34372608.000000 Penalty: 3101.874268
	Iteration 0F: 2 clusters Score -3.437261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -34204588.000000 Penalty: 6203.748535
	Iteration 0F: 3 clusters Score -3.420459e+07 nChanged 130852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135169 members 
Mstep: Class 2 contains 135204 members 
Entering Unmasked Estep 
Score: -34280860.000000 Penalty: 6203.748535
	Iteration 1F: 3 clusters Score -3.428086e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134430 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -34282272.000000 Penalty: 6203.748535
	Iteration 2Q: 3 clusters Score -3.428227e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -34283676.000000 Penalty: 6203.748535
	Iteration 3Q: 3 clusters Score -3.428368e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131273 members 
Mstep: Class 2 contains 139100 members 
Entering Unmasked Estep 
Score: -34285260.000000 Penalty: 6203.748535
	Iteration 4Q: 3 clusters Score -3.428526e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -34287708.000000 Penalty: 6203.748535
	Iteration 5Q: 3 clusters Score -3.428771e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 146545 members 
Entering Unmasked Estep 
Score: -34291708.000000 Penalty: 6203.748535
	Iteration 6Q: 3 clusters Score -3.429171e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117553 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -34297900.000000 Penalty: 6203.748535
	Iteration 7Q: 3 clusters Score -3.42979e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -34307808.000000 Penalty: 6203.748535
	Iteration 8F: 3 clusters Score -3.430781e+07 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -34321484.000000 Penalty: 6203.748535
	Iteration 9F: 3 clusters Score -3.432148e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -34335396.000000 Penalty: 6203.748535
	Iteration 10F: 3 clusters Score -3.43354e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 187089 members 
Entering Unmasked Estep 
Score: -34344180.000000 Penalty: 6203.748535
	Iteration 11F: 3 clusters Score -3.434418e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 194155 members 
Entering Unmasked Estep 
Score: -34348356.000000 Penalty: 6203.748535
	Iteration 12Q: 3 clusters Score -3.434836e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 201618 members 
Entering Unmasked Estep 
Score: -34351328.000000 Penalty: 6203.748535
	Iteration 13Q: 3 clusters Score -3.435133e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 209285 members 
Entering Unmasked Estep 
Score: -34353552.000000 Penalty: 6203.748535
	Iteration 14Q: 3 clusters Score -3.435355e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 217205 members 
Entering Unmasked Estep 
Score: -34356092.000000 Penalty: 6203.748535
	Iteration 15Q: 3 clusters Score -3.435609e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -34358948.000000 Penalty: 6203.748535
	Iteration 16Q: 3 clusters Score -3.435895e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 232627 members 
Entering Unmasked Estep 
Score: -34361816.000000 Penalty: 6203.748535
	Iteration 17Q: 3 clusters Score -3.436182e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 239647 members 
Entering Unmasked Estep 
Score: -34364460.000000 Penalty: 6203.748535
	Iteration 18Q: 3 clusters Score -3.436446e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 245725 members 
Entering Unmasked Estep 
Score: -34366508.000000 Penalty: 6203.748535
	Iteration 19Q: 3 clusters Score -3.436651e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 250918 members 
Entering Unmasked Estep 
Score: -34368000.000000 Penalty: 6203.748535
	Iteration 20F: 3 clusters Score -3.4368e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 255285 members 
Entering Unmasked Estep 
Score: -34369032.000000 Penalty: 6203.748535
	Iteration 21Q: 3 clusters Score -3.436903e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 258702 members 
Entering Unmasked Estep 
Score: -34369864.000000 Penalty: 6203.748535
	Iteration 22Q: 3 clusters Score -3.436986e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 261236 members 
Entering Unmasked Estep 
Score: -34370460.000000 Penalty: 6203.748535
	Iteration 23Q: 3 clusters Score -3.437046e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 263112 members 
Entering Unmasked Estep 
Score: -34370716.000000 Penalty: 6203.748535
	Iteration 24Q: 3 clusters Score -3.437072e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 264411 members 
Entering Unmasked Estep 
Score: -34370904.000000 Penalty: 6203.748535
	Iteration 25Q: 3 clusters Score -3.43709e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 265381 members 
Entering Unmasked Estep 
Score: -34370916.000000 Penalty: 6203.748535
	Iteration 26Q: 3 clusters Score -3.437092e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 266104 members 
Entering Unmasked Estep 
Score: -34370924.000000 Penalty: 6203.748535
	Iteration 27Q: 3 clusters Score -3.437092e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 266670 members 
Entering Unmasked Estep 
Score: -34370924.000000 Penalty: 6203.748535
	Iteration 28Q: 3 clusters Score -3.437092e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 267122 members 
Entering Unmasked Estep 
Score: -34370868.000000 Penalty: 6203.748535
	Iteration 29Q: 3 clusters Score -3.437087e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 267472 members 
Entering Unmasked Estep 
Score: -34370864.000000 Penalty: 6203.748535
	Iteration 30Q: 3 clusters Score -3.437086e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 267778 members 
Entering Unmasked Estep 
Score: -34370796.000000 Penalty: 6203.748535
	Iteration 31Q: 3 clusters Score -3.43708e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 268045 members 
Entering Unmasked Estep 
Score: -34370828.000000 Penalty: 6203.748535
	Iteration 32Q: 3 clusters Score -3.437083e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 268245 members 
Entering Unmasked Estep 
Score: -34370764.000000 Penalty: 6203.748535
	Iteration 33Q: 3 clusters Score -3.437076e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 268452 members 
Entering Unmasked Estep 
Score: -34370696.000000 Penalty: 6203.748535
	Iteration 34Q: 3 clusters Score -3.43707e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 268618 members 
Entering Unmasked Estep 
Score: -34370688.000000 Penalty: 6203.748535
	Iteration 35Q: 3 clusters Score -3.437069e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 268763 members 
Entering Unmasked Estep 
Score: -34370632.000000 Penalty: 6203.748535
	Iteration 36Q: 3 clusters Score -3.437063e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 268890 members 
Entering Unmasked Estep 
Score: -34370620.000000 Penalty: 6203.748535
	Iteration 37Q: 3 clusters Score -3.437062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 268977 members 
Entering Unmasked Estep 
Score: -34370648.000000 Penalty: 6203.748535
	Iteration 38Q: 3 clusters Score -3.437065e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 269047 members 
Entering Unmasked Estep 
Score: -34370664.000000 Penalty: 6203.748535
	Iteration 39Q: 3 clusters Score -3.437066e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 269107 members 
Entering Unmasked Estep 
Score: -34370664.000000 Penalty: 6203.748535
	Iteration 40F: 3 clusters Score -3.437066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 269159 members 
Entering Unmasked Estep 
Score: -34370636.000000 Penalty: 6203.748535
	Iteration 41Q: 3 clusters Score -3.437064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 269205 members 
Entering Unmasked Estep 
Score: -34370640.000000 Penalty: 6203.748535
	Iteration 42Q: 3 clusters Score -3.437064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 269248 members 
Entering Unmasked Estep 
Score: -34370636.000000 Penalty: 6203.748535
	Iteration 43Q: 3 clusters Score -3.437064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 269294 members 
Entering Unmasked Estep 
Score: -34370580.000000 Penalty: 6203.748535
	Iteration 44Q: 3 clusters Score -3.437058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 269333 members 
Entering Unmasked Estep 
Score: -34370576.000000 Penalty: 6203.748535
	Iteration 45Q: 3 clusters Score -3.437058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 269366 members 
Entering Unmasked Estep 
Score: -34370584.000000 Penalty: 6203.748535
	Iteration 46Q: 3 clusters Score -3.437058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 269398 members 
Entering Unmasked Estep 
Score: -34370580.000000 Penalty: 6203.748535
	Iteration 47Q: 3 clusters Score -3.437058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 269426 members 
Entering Unmasked Estep 
Score: -34370540.000000 Penalty: 6203.748535
	Iteration 48Q: 3 clusters Score -3.437054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 269451 members 
Entering Unmasked Estep 
Score: -34370520.000000 Penalty: 6203.748535
	Iteration 49Q: 3 clusters Score -3.437052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 269477 members 
Entering Unmasked Estep 
Score: -34370528.000000 Penalty: 6203.748535
	Iteration 50Q: 3 clusters Score -3.437053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 269499 members 
Entering Unmasked Estep 
Score: -34370520.000000 Penalty: 6203.748535
	Iteration 51Q: 3 clusters Score -3.437052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 269520 members 
Entering Unmasked Estep 
Score: -34370560.000000 Penalty: 6203.748535
	Iteration 52Q: 3 clusters Score -3.437056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 269530 members 
Entering Unmasked Estep 
Score: -34370572.000000 Penalty: 6203.748535
	Iteration 53Q: 3 clusters Score -3.437057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 269541 members 
Entering Unmasked Estep 
Score: -34370580.000000 Penalty: 6203.748535
	Iteration 54Q: 3 clusters Score -3.437058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 269549 members 
Entering Unmasked Estep 
Score: -34370556.000000 Penalty: 6203.748535
	Iteration 55Q: 3 clusters Score -3.437056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 269559 members 
Entering Unmasked Estep 
Score: -34370552.000000 Penalty: 6203.748535
	Iteration 56Q: 3 clusters Score -3.437055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 269565 members 
Entering Unmasked Estep 
Score: -34370536.000000 Penalty: 6203.748535
	Iteration 57Q: 3 clusters Score -3.437054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 269571 members 
Entering Unmasked Estep 
Score: -34370552.000000 Penalty: 6203.748535
	Iteration 58Q: 3 clusters Score -3.437055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 269577 members 
Entering Unmasked Estep 
Score: -34370544.000000 Penalty: 6203.748535
	Iteration 59Q: 3 clusters Score -3.437054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 269581 members 
Entering Unmasked Estep 
Score: -34370540.000000 Penalty: 6203.748535
	Iteration 60F: 3 clusters Score -3.437054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 269587 members 
Entering Unmasked Estep 
Score: -34370544.000000 Penalty: 6203.748535
	Iteration 61Q: 3 clusters Score -3.437054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 269590 members 
Entering Unmasked Estep 
Score: -34370540.000000 Penalty: 6203.748535
	Iteration 62Q: 3 clusters Score -3.437054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 269592 members 
Entering Unmasked Estep 
Score: -34370540.000000 Penalty: 6203.748535
	Iteration 63Q: 3 clusters Score -3.437054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 269596 members 
Entering Unmasked Estep 
Score: -34370548.000000 Penalty: 6203.748535
	Iteration 64Q: 3 clusters Score -3.437055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 269598 members 
Entering Unmasked Estep 
Score: -34370544.000000 Penalty: 6203.748535
	Iteration 65Q: 3 clusters Score -3.437054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 269604 members 
Entering Unmasked Estep 
Score: -34370536.000000 Penalty: 6203.748535
	Iteration 66Q: 3 clusters Score -3.437054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 269608 members 
Entering Unmasked Estep 
Score: -34370536.000000 Penalty: 6203.748535
	Iteration 67Q: 3 clusters Score -3.437054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 269609 members 
Entering Unmasked Estep 
Score: -34370548.000000 Penalty: 6203.748535
	Iteration 68Q: 3 clusters Score -3.437055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 269609 members 
Entering Unmasked Estep 
Score: -34370548.000000 Penalty: 6203.748535
	Iteration 69F: 3 clusters Score -3.437055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Entering Unmasked Estep 
Score: -7316458.500000 Penalty: 2719.788086
	Iteration 0F: 2 clusters Score -7316458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -7277620.000000 Penalty: 5439.576172
	Iteration 0F: 3 clusters Score -7277620 nChanged 26957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7292583.000000 Penalty: 5439.576172
	Iteration 1F: 3 clusters Score -7292583 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7293623.000000 Penalty: 5439.576172
	Iteration 2Q: 3 clusters Score -7293623 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7295489.500000 Penalty: 5439.576172
	Iteration 3F: 3 clusters Score -7295490 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -7298001.500000 Penalty: 5439.576172
	Iteration 4F: 3 clusters Score -7298002 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7301043.000000 Penalty: 5439.576172
	Iteration 5F: 3 clusters Score -7301043 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -7304092.000000 Penalty: 5439.576172
	Iteration 6F: 3 clusters Score -7304092 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -7306545.500000 Penalty: 5439.576172
	Iteration 7F: 3 clusters Score -7306546 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -7308279.500000 Penalty: 5439.576172
	Iteration 8F: 3 clusters Score -7308280 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -7309553.000000 Penalty: 5439.576172
	Iteration 9Q: 3 clusters Score -7309553 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7310541.000000 Penalty: 5439.576172
	Iteration 10Q: 3 clusters Score -7310541 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -7311414.500000 Penalty: 5439.576172
	Iteration 11Q: 3 clusters Score -7311414 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -7312126.500000 Penalty: 5439.576172
	Iteration 12Q: 3 clusters Score -7312126 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7312745.500000 Penalty: 5439.576172
	Iteration 13Q: 3 clusters Score -7312746 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7313225.500000 Penalty: 5439.576172
	Iteration 14Q: 3 clusters Score -7313226 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7313604.000000 Penalty: 5439.576172
	Iteration 15Q: 3 clusters Score -7313604 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7313917.500000 Penalty: 5439.576172
	Iteration 16Q: 3 clusters Score -7313918 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7314125.500000 Penalty: 5439.576172
	Iteration 17Q: 3 clusters Score -7314126 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7314257.500000 Penalty: 5439.576172
	Iteration 18Q: 3 clusters Score -7314258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7314385.500000 Penalty: 5439.576172
	Iteration 19Q: 3 clusters Score -7314386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7314445.000000 Penalty: 5439.576172
	Iteration 20F: 3 clusters Score -7314445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7314487.000000 Penalty: 5439.576172
	Iteration 21Q: 3 clusters Score -7314487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7314527.000000 Penalty: 5439.576172
	Iteration 22Q: 3 clusters Score -7314527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7314543.000000 Penalty: 5439.576172
	Iteration 23Q: 3 clusters Score -7314543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7314558.500000 Penalty: 5439.576172
	Iteration 24Q: 3 clusters Score -7314558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7314585.000000 Penalty: 5439.576172
	Iteration 25Q: 3 clusters Score -7314585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7314589.000000 Penalty: 5439.576172
	Iteration 26Q: 3 clusters Score -7314589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7314592.500000 Penalty: 5439.576172
	Iteration 27Q: 3 clusters Score -7314592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7314605.000000 Penalty: 5439.576172
	Iteration 28Q: 3 clusters Score -7314605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7314622.000000 Penalty: 5439.576172
	Iteration 29Q: 3 clusters Score -7314622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7314638.000000 Penalty: 5439.576172
	Iteration 30Q: 3 clusters Score -7314638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7314644.000000 Penalty: 5439.576172
	Iteration 31Q: 3 clusters Score -7314644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7314660.500000 Penalty: 5439.576172
	Iteration 32Q: 3 clusters Score -7314660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7314667.500000 Penalty: 5439.576172
	Iteration 33Q: 3 clusters Score -7314668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7314671.500000 Penalty: 5439.576172
	Iteration 34Q: 3 clusters Score -7314672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7314656.500000 Penalty: 5439.576172
	Iteration 35Q: 3 clusters Score -7314656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7314671.000000 Penalty: 5439.576172
	Iteration 36Q: 3 clusters Score -7314671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7314667.500000 Penalty: 5439.576172
	Iteration 37Q: 3 clusters Score -7314668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7314671.000000 Penalty: 5439.576172
	Iteration 38Q: 3 clusters Score -7314671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7314669.500000 Penalty: 5439.576172
	Iteration 39Q: 3 clusters Score -7314670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7314666.000000 Penalty: 5439.576172
	Iteration 40F: 3 clusters Score -7314666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Entering Unmasked Estep 
Score: -1024822.562500 Penalty: 2221.079102
	Iteration 0F: 2 clusters Score -1024823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1018514.562500 Penalty: 4442.158203
	Iteration 0F: 3 clusters Score -1018515 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1020168.250000 Penalty: 4442.158203
	Iteration 1F: 3 clusters Score -1020168 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1020440.562500 Penalty: 4442.158203
	Iteration 2F: 3 clusters Score -1020441 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1020590.000000 Penalty: 4442.158203
	Iteration 3Q: 3 clusters Score -1020590 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1020689.125000 Penalty: 4442.158203
	Iteration 4Q: 3 clusters Score -1020689 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1020767.312500 Penalty: 4442.158203
	Iteration 5Q: 3 clusters Score -1020767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1020828.250000 Penalty: 4442.158203
	Iteration 6Q: 3 clusters Score -1020828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1020888.812500 Penalty: 4442.158203
	Iteration 7Q: 3 clusters Score -1020889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1020962.562500 Penalty: 4442.158203
	Iteration 8Q: 3 clusters Score -1020963 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1021022.500000 Penalty: 4442.158203
	Iteration 9Q: 3 clusters Score -1021022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1021085.312500 Penalty: 4442.158203
	Iteration 10Q: 3 clusters Score -1021085 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1021160.375000 Penalty: 4442.158203
	Iteration 11Q: 3 clusters Score -1021160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1021246.437500 Penalty: 4442.158203
	Iteration 12Q: 3 clusters Score -1021246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1021322.937500 Penalty: 4442.158203
	Iteration 13Q: 3 clusters Score -1021323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1021421.437500 Penalty: 4442.158203
	Iteration 14Q: 3 clusters Score -1021421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1021526.187500 Penalty: 4442.158203
	Iteration 15Q: 3 clusters Score -1021526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1021649.812500 Penalty: 4442.158203
	Iteration 16Q: 3 clusters Score -1021650 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1021782.625000 Penalty: 4442.158203
	Iteration 17Q: 3 clusters Score -1021783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1021927.250000 Penalty: 4442.158203
	Iteration 18Q: 3 clusters Score -1021927 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1022066.625000 Penalty: 4442.158203
	Iteration 19Q: 3 clusters Score -1022067 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1022182.500000 Penalty: 4442.158203
	Iteration 20F: 3 clusters Score -1022182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1022283.437500 Penalty: 4442.158203
	Iteration 21Q: 3 clusters Score -1022283 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1022376.937500 Penalty: 4442.158203
	Iteration 22Q: 3 clusters Score -1022377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1022461.062500 Penalty: 4442.158203
	Iteration 23Q: 3 clusters Score -1022461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1022532.500000 Penalty: 4442.158203
	Iteration 24Q: 3 clusters Score -1022532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1022586.500000 Penalty: 4442.158203
	Iteration 25Q: 3 clusters Score -1022586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1022622.937500 Penalty: 4442.158203
	Iteration 26Q: 3 clusters Score -1022623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1022661.000000 Penalty: 4442.158203
	Iteration 27Q: 3 clusters Score -1022661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1022701.625000 Penalty: 4442.158203
	Iteration 28Q: 3 clusters Score -1022702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1022735.062500 Penalty: 4442.158203
	Iteration 29Q: 3 clusters Score -1022735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1022764.000000 Penalty: 4442.158203
	Iteration 30Q: 3 clusters Score -1022764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1022786.812500 Penalty: 4442.158203
	Iteration 31Q: 3 clusters Score -1022787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1022799.687500 Penalty: 4442.158203
	Iteration 32Q: 3 clusters Score -1022800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1022808.875000 Penalty: 4442.158203
	Iteration 33Q: 3 clusters Score -1022809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1022816.125000 Penalty: 4442.158203
	Iteration 34Q: 3 clusters Score -1022816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022819.250000 Penalty: 4442.158203
	Iteration 35Q: 3 clusters Score -1022819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1022825.937500 Penalty: 4442.158203
	Iteration 36Q: 3 clusters Score -1022826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1022829.562500 Penalty: 4442.158203
	Iteration 37Q: 3 clusters Score -1022830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1022838.687500 Penalty: 4442.158203
	Iteration 38Q: 3 clusters Score -1022839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1022841.312500 Penalty: 4442.158203
	Iteration 39Q: 3 clusters Score -1022841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1022843.000000 Penalty: 4442.158203
	Iteration 40F: 3 clusters Score -1022843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1022845.062500 Penalty: 4442.158203
	Iteration 41Q: 3 clusters Score -1022845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1022847.750000 Penalty: 4442.158203
	Iteration 42Q: 3 clusters Score -1022848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1022847.750000 Penalty: 4442.158203
	Iteration 43F: 3 clusters Score -1022848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (202311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202311 members 
Entering Unmasked Estep 
Score: -25992950.000000 Penalty: 3029.955322
	Iteration 0F: 2 clusters Score -2.599295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101007 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -25887644.000000 Penalty: 6059.910645
	Iteration 0F: 3 clusters Score -2.588764e+07 nChanged 97096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -25944604.000000 Penalty: 6059.910645
	Iteration 1F: 3 clusters Score -2.59446e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -25945744.000000 Penalty: 6059.910645
	Iteration 2Q: 3 clusters Score -2.594574e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -25947248.000000 Penalty: 6059.910645
	Iteration 3Q: 3 clusters Score -2.594725e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -25949612.000000 Penalty: 6059.910645
	Iteration 4Q: 3 clusters Score -2.594961e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -25954072.000000 Penalty: 6059.910645
	Iteration 5Q: 3 clusters Score -2.595407e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 126639 members 
Entering Unmasked Estep 
Score: -25960812.000000 Penalty: 6059.910645
	Iteration 6F: 3 clusters Score -2.596081e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 135897 members 
Entering Unmasked Estep 
Score: -25971384.000000 Penalty: 6059.910645
	Iteration 7F: 3 clusters Score -2.597138e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -25982422.000000 Penalty: 6059.910645
	Iteration 8F: 3 clusters Score -2.598242e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -25989344.000000 Penalty: 6059.910645
	Iteration 9F: 3 clusters Score -2.598934e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -25991714.000000 Penalty: 6059.910645
	Iteration 10Q: 3 clusters Score -2.599171e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -25992422.000000 Penalty: 6059.910645
	Iteration 11Q: 3 clusters Score -2.599242e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -25992840.000000 Penalty: 6059.910645
	Iteration 12Q: 3 clusters Score -2.599284e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 146280 members 
Entering Unmasked Estep 
Score: -25993090.000000 Penalty: 6059.910645
	Iteration 13Q: 3 clusters Score -2.599309e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -25993436.000000 Penalty: 6059.910645
	Iteration 14Q: 3 clusters Score -2.599344e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -25993800.000000 Penalty: 6059.910645
	Iteration 15Q: 3 clusters Score -2.59938e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -25993890.000000 Penalty: 6059.910645
	Iteration 16Q: 3 clusters Score -2.599389e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -25994234.000000 Penalty: 6059.910645
	Iteration 17Q: 3 clusters Score -2.599423e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -25994484.000000 Penalty: 6059.910645
	Iteration 18Q: 3 clusters Score -2.599448e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -25994698.000000 Penalty: 6059.910645
	Iteration 19Q: 3 clusters Score -2.59947e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 145266 members 
Entering Unmasked Estep 
Score: -25994964.000000 Penalty: 6059.910645
	Iteration 20F: 3 clusters Score -2.599496e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 144959 members 
Entering Unmasked Estep 
Score: -25995306.000000 Penalty: 6059.910645
	Iteration 21Q: 3 clusters Score -2.599531e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -25995536.000000 Penalty: 6059.910645
	Iteration 22Q: 3 clusters Score -2.599554e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 144361 members 
Entering Unmasked Estep 
Score: -25995772.000000 Penalty: 6059.910645
	Iteration 23Q: 3 clusters Score -2.599577e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 144066 members 
Entering Unmasked Estep 
Score: -25995924.000000 Penalty: 6059.910645
	Iteration 24Q: 3 clusters Score -2.599592e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 143796 members 
Entering Unmasked Estep 
Score: -25996040.000000 Penalty: 6059.910645
	Iteration 25Q: 3 clusters Score -2.599604e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 143549 members 
Entering Unmasked Estep 
Score: -25996108.000000 Penalty: 6059.910645
	Iteration 26Q: 3 clusters Score -2.599611e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -25996306.000000 Penalty: 6059.910645
	Iteration 27Q: 3 clusters Score -2.599631e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -25996366.000000 Penalty: 6059.910645
	Iteration 28Q: 3 clusters Score -2.599637e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 142879 members 
Entering Unmasked Estep 
Score: -25996484.000000 Penalty: 6059.910645
	Iteration 29Q: 3 clusters Score -2.599648e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -25996512.000000 Penalty: 6059.910645
	Iteration 30Q: 3 clusters Score -2.599651e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -25996640.000000 Penalty: 6059.910645
	Iteration 31Q: 3 clusters Score -2.599664e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -25996680.000000 Penalty: 6059.910645
	Iteration 32Q: 3 clusters Score -2.599668e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -25996850.000000 Penalty: 6059.910645
	Iteration 33Q: 3 clusters Score -2.599685e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -25996920.000000 Penalty: 6059.910645
	Iteration 34Q: 3 clusters Score -2.599692e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 141575 members 
Entering Unmasked Estep 
Score: -25996934.000000 Penalty: 6059.910645
	Iteration 35Q: 3 clusters Score -2.599693e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -25996936.000000 Penalty: 6059.910645
	Iteration 36Q: 3 clusters Score -2.599694e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -25996960.000000 Penalty: 6059.910645
	Iteration 37Q: 3 clusters Score -2.599696e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -25997020.000000 Penalty: 6059.910645
	Iteration 38Q: 3 clusters Score -2.599702e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -25997100.000000 Penalty: 6059.910645
	Iteration 39Q: 3 clusters Score -2.59971e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -25997096.000000 Penalty: 6059.910645
	Iteration 40F: 3 clusters Score -2.59971e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -25997160.000000 Penalty: 6059.910645
	Iteration 41Q: 3 clusters Score -2.599716e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -25997102.000000 Penalty: 6059.910645
	Iteration 42Q: 3 clusters Score -2.59971e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 139328 members 
Entering Unmasked Estep 
Score: -25997132.000000 Penalty: 6059.910645
	Iteration 43Q: 3 clusters Score -2.599713e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -25997188.000000 Penalty: 6059.910645
	Iteration 44Q: 3 clusters Score -2.599719e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -25997226.000000 Penalty: 6059.910645
	Iteration 45Q: 3 clusters Score -2.599723e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -25997238.000000 Penalty: 6059.910645
	Iteration 46Q: 3 clusters Score -2.599724e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -25997218.000000 Penalty: 6059.910645
	Iteration 47Q: 3 clusters Score -2.599722e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 138122 members 
Entering Unmasked Estep 
Score: -25997220.000000 Penalty: 6059.910645
	Iteration 48Q: 3 clusters Score -2.599722e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 137890 members 
Entering Unmasked Estep 
Score: -25997150.000000 Penalty: 6059.910645
	Iteration 49Q: 3 clusters Score -2.599715e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 137648 members 
Entering Unmasked Estep 
Score: -25997170.000000 Penalty: 6059.910645
	Iteration 50Q: 3 clusters Score -2.599717e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
Score: -25997194.000000 Penalty: 6059.910645
	Iteration 51Q: 3 clusters Score -2.599719e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -25997180.000000 Penalty: 6059.910645
	Iteration 52Q: 3 clusters Score -2.599718e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -25997178.000000 Penalty: 6059.910645
	Iteration 53Q: 3 clusters Score -2.599718e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 136906 members 
Entering Unmasked Estep 
Score: -25997198.000000 Penalty: 6059.910645
	Iteration 54Q: 3 clusters Score -2.59972e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 136701 members 
Entering Unmasked Estep 
Score: -25997154.000000 Penalty: 6059.910645
	Iteration 55Q: 3 clusters Score -2.599715e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -25997124.000000 Penalty: 6059.910645
	Iteration 56Q: 3 clusters Score -2.599712e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -25997104.000000 Penalty: 6059.910645
	Iteration 57Q: 3 clusters Score -2.59971e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 136079 members 
Entering Unmasked Estep 
Score: -25997096.000000 Penalty: 6059.910645
	Iteration 58Q: 3 clusters Score -2.59971e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 135887 members 
Entering Unmasked Estep 
Score: -25997066.000000 Penalty: 6059.910645
	Iteration 59Q: 3 clusters Score -2.599707e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -25997102.000000 Penalty: 6059.910645
	Iteration 60F: 3 clusters Score -2.59971e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 135553 members 
Entering Unmasked Estep 
Score: -25997128.000000 Penalty: 6059.910645
	Iteration 61Q: 3 clusters Score -2.599713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -25997142.000000 Penalty: 6059.910645
	Iteration 62Q: 3 clusters Score -2.599714e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -25997132.000000 Penalty: 6059.910645
	Iteration 63Q: 3 clusters Score -2.599713e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 135185 members 
Entering Unmasked Estep 
Score: -25997108.000000 Penalty: 6059.910645
	Iteration 64Q: 3 clusters Score -2.599711e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -25997144.000000 Penalty: 6059.910645
	Iteration 65Q: 3 clusters Score -2.599714e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -25997142.000000 Penalty: 6059.910645
	Iteration 66Q: 3 clusters Score -2.599714e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -25997144.000000 Penalty: 6059.910645
	Iteration 67Q: 3 clusters Score -2.599714e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 134780 members 
Entering Unmasked Estep 
Score: -25997160.000000 Penalty: 6059.910645
	Iteration 68Q: 3 clusters Score -2.599716e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -25997142.000000 Penalty: 6059.910645
	Iteration 69Q: 3 clusters Score -2.599714e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 134616 members 
Entering Unmasked Estep 
Score: -25997120.000000 Penalty: 6059.910645
	Iteration 70Q: 3 clusters Score -2.599712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -25997160.000000 Penalty: 6059.910645
	Iteration 71Q: 3 clusters Score -2.599716e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -25997164.000000 Penalty: 6059.910645
	Iteration 72Q: 3 clusters Score -2.599716e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -25997174.000000 Penalty: 6059.910645
	Iteration 73Q: 3 clusters Score -2.599717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -25997178.000000 Penalty: 6059.910645
	Iteration 74Q: 3 clusters Score -2.599718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -25997158.000000 Penalty: 6059.910645
	Iteration 75Q: 3 clusters Score -2.599716e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 134170 members 
Entering Unmasked Estep 
Score: -25997186.000000 Penalty: 6059.910645
	Iteration 76Q: 3 clusters Score -2.599719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 134107 members 
Entering Unmasked Estep 
Score: -25997172.000000 Penalty: 6059.910645
	Iteration 77Q: 3 clusters Score -2.599717e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -25997194.000000 Penalty: 6059.910645
	Iteration 78Q: 3 clusters Score -2.599719e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -25997212.000000 Penalty: 6059.910645
	Iteration 79Q: 3 clusters Score -2.599721e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -25997188.000000 Penalty: 6059.910645
	Iteration 80F: 3 clusters Score -2.599719e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -25997202.000000 Penalty: 6059.910645
	Iteration 81Q: 3 clusters Score -2.59972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 133809 members 
Entering Unmasked Estep 
Score: -25997202.000000 Penalty: 6059.910645
	Iteration 82Q: 3 clusters Score -2.59972e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -25997220.000000 Penalty: 6059.910645
	Iteration 83Q: 3 clusters Score -2.599722e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 84Q: 3 clusters Score -2.599724e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -25997250.000000 Penalty: 6059.910645
	Iteration 85Q: 3 clusters Score -2.599725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -25997234.000000 Penalty: 6059.910645
	Iteration 86Q: 3 clusters Score -2.599723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -25997216.000000 Penalty: 6059.910645
	Iteration 87Q: 3 clusters Score -2.599722e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 133546 members 
Entering Unmasked Estep 
Score: -25997236.000000 Penalty: 6059.910645
	Iteration 88Q: 3 clusters Score -2.599724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -25997196.000000 Penalty: 6059.910645
	Iteration 89Q: 3 clusters Score -2.59972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -25997198.000000 Penalty: 6059.910645
	Iteration 90Q: 3 clusters Score -2.59972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 133477 members 
Entering Unmasked Estep 
Score: -25997200.000000 Penalty: 6059.910645
	Iteration 91Q: 3 clusters Score -2.59972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 133453 members 
Entering Unmasked Estep 
Score: -25997222.000000 Penalty: 6059.910645
	Iteration 92Q: 3 clusters Score -2.599722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -25997234.000000 Penalty: 6059.910645
	Iteration 93Q: 3 clusters Score -2.599723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -25997214.000000 Penalty: 6059.910645
	Iteration 94Q: 3 clusters Score -2.599721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 133404 members 
Entering Unmasked Estep 
Score: -25997228.000000 Penalty: 6059.910645
	Iteration 95Q: 3 clusters Score -2.599723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -25997208.000000 Penalty: 6059.910645
	Iteration 96Q: 3 clusters Score -2.599721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -25997204.000000 Penalty: 6059.910645
	Iteration 97Q: 3 clusters Score -2.59972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -25997212.000000 Penalty: 6059.910645
	Iteration 98Q: 3 clusters Score -2.599721e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -25997210.000000 Penalty: 6059.910645
	Iteration 99Q: 3 clusters Score -2.599721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -25997234.000000 Penalty: 6059.910645
	Iteration 100F: 3 clusters Score -2.599723e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -25997242.000000 Penalty: 6059.910645
	Iteration 101Q: 3 clusters Score -2.599724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 102Q: 3 clusters Score -2.599724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 133234 members 
Entering Unmasked Estep 
Score: -25997228.000000 Penalty: 6059.910645
	Iteration 103Q: 3 clusters Score -2.599723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -25997230.000000 Penalty: 6059.910645
	Iteration 104Q: 3 clusters Score -2.599723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -25997220.000000 Penalty: 6059.910645
	Iteration 105Q: 3 clusters Score -2.599722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -25997220.000000 Penalty: 6059.910645
	Iteration 106Q: 3 clusters Score -2.599722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -25997222.000000 Penalty: 6059.910645
	Iteration 107Q: 3 clusters Score -2.599722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -25997222.000000 Penalty: 6059.910645
	Iteration 108Q: 3 clusters Score -2.599722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -25997244.000000 Penalty: 6059.910645
	Iteration 109Q: 3 clusters Score -2.599724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 133119 members 
Entering Unmasked Estep 
Score: -25997254.000000 Penalty: 6059.910645
	Iteration 110Q: 3 clusters Score -2.599725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -25997230.000000 Penalty: 6059.910645
	Iteration 111Q: 3 clusters Score -2.599723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 133094 members 
Entering Unmasked Estep 
Score: -25997234.000000 Penalty: 6059.910645
	Iteration 112Q: 3 clusters Score -2.599723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -25997252.000000 Penalty: 6059.910645
	Iteration 113Q: 3 clusters Score -2.599725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 114Q: 3 clusters Score -2.599724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -25997236.000000 Penalty: 6059.910645
	Iteration 115Q: 3 clusters Score -2.599724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -25997236.000000 Penalty: 6059.910645
	Iteration 116Q: 3 clusters Score -2.599724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 133041 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 117Q: 3 clusters Score -2.599724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 118Q: 3 clusters Score -2.599724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
Score: -25997244.000000 Penalty: 6059.910645
	Iteration 119Q: 3 clusters Score -2.599724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -25997240.000000 Penalty: 6059.910645
	Iteration 120F: 3 clusters Score -2.599724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 133000 members 
Entering Unmasked Estep 
Score: -25997270.000000 Penalty: 6059.910645
	Iteration 121Q: 3 clusters Score -2.599727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -25997274.000000 Penalty: 6059.910645
	Iteration 122Q: 3 clusters Score -2.599727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -25997250.000000 Penalty: 6059.910645
	Iteration 123Q: 3 clusters Score -2.599725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -25997254.000000 Penalty: 6059.910645
	Iteration 124Q: 3 clusters Score -2.599725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 132980 members 
Entering Unmasked Estep 
Score: -25997278.000000 Penalty: 6059.910645
	Iteration 125Q: 3 clusters Score -2.599728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -25997272.000000 Penalty: 6059.910645
	Iteration 126Q: 3 clusters Score -2.599727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -25997266.000000 Penalty: 6059.910645
	Iteration 127Q: 3 clusters Score -2.599727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -25997260.000000 Penalty: 6059.910645
	Iteration 128Q: 3 clusters Score -2.599726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -25997250.000000 Penalty: 6059.910645
	Iteration 129Q: 3 clusters Score -2.599725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -25997272.000000 Penalty: 6059.910645
	Iteration 130Q: 3 clusters Score -2.599727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -25997260.000000 Penalty: 6059.910645
	Iteration 131Q: 3 clusters Score -2.599726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69344 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -25997294.000000 Penalty: 6059.910645
	Iteration 132Q: 3 clusters Score -2.599729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 132959 members 
Entering Unmasked Estep 
Score: -25997284.000000 Penalty: 6059.910645
	Iteration 133Q: 3 clusters Score -2.599728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -25997288.000000 Penalty: 6059.910645
	Iteration 134Q: 3 clusters Score -2.599729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -25997288.000000 Penalty: 6059.910645
	Iteration 135Q: 3 clusters Score -2.599729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 132948 members 
Entering Unmasked Estep 
Score: -25997282.000000 Penalty: 6059.910645
	Iteration 136Q: 3 clusters Score -2.599728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132946 members 
Entering Unmasked Estep 
Score: -25997278.000000 Penalty: 6059.910645
	Iteration 137Q: 3 clusters Score -2.599728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -25997264.000000 Penalty: 6059.910645
	Iteration 138Q: 3 clusters Score -2.599726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 132938 members 
Entering Unmasked Estep 
Score: -25997288.000000 Penalty: 6059.910645
	Iteration 139Q: 3 clusters Score -2.599729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -25997276.000000 Penalty: 6059.910645
	Iteration 140F: 3 clusters Score -2.599728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -25997276.000000 Penalty: 6059.910645
	Iteration 141Q: 3 clusters Score -2.599728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 132931 members 
Entering Unmasked Estep 
Score: -25997266.000000 Penalty: 6059.910645
	Iteration 142Q: 3 clusters Score -2.599727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -25997274.000000 Penalty: 6059.910645
	Iteration 143Q: 3 clusters Score -2.599727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 132918 members 
Entering Unmasked Estep 
Score: -25997272.000000 Penalty: 6059.910645
	Iteration 144Q: 3 clusters Score -2.599727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 132916 members 
Entering Unmasked Estep 
Score: -25997264.000000 Penalty: 6059.910645
	Iteration 145Q: 3 clusters Score -2.599726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -25997282.000000 Penalty: 6059.910645
	Iteration 146Q: 3 clusters Score -2.599728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 132911 members 
Entering Unmasked Estep 
Score: -25997294.000000 Penalty: 6059.910645
	Iteration 147Q: 3 clusters Score -2.599729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -25997302.000000 Penalty: 6059.910645
	Iteration 148Q: 3 clusters Score -2.59973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -25997294.000000 Penalty: 6059.910645
	Iteration 149Q: 3 clusters Score -2.599729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -25997304.000000 Penalty: 6059.910645
	Iteration 150Q: 3 clusters Score -2.59973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -25997304.000000 Penalty: 6059.910645
	Iteration 151Q: 3 clusters Score -2.59973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -25997288.000000 Penalty: 6059.910645
	Iteration 152Q: 3 clusters Score -2.599729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -25997290.000000 Penalty: 6059.910645
	Iteration 153Q: 3 clusters Score -2.599729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -25997290.000000 Penalty: 6059.910645
	Iteration 154F: 3 clusters Score -2.599729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 69402 members 
Entering Unmasked Estep 
Score: -116053752.000000 Penalty: 54508.695312
Splitting cluster 23 changes total score from -116057112.000000 to -116053752.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 59200 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 8 contains 16250 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 42149 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50405 members 
Mstep: Class 16 contains 158882 members 
Mstep: Class 17 contains 4523 members 
Mstep: Class 19 contains 270373 members 
Mstep: Class 21 contains 57924 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 202311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053192.000000 Penalty: 51101.902344
Iteration 39Q: 16 clusters Score -1.160532e+08 nChanged 14977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 59786 members 
Mstep: Class 5 contains 37404 members 
Mstep: Class 8 contains 16347 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 42775 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 50326 members 
Mstep: Class 16 contains 160859 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 19 contains 269216 members 
Mstep: Class 21 contains 51969 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 207090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055736.000000 Penalty: 51101.902344
Iteration 40F: 16 clusters Score -1.160557e+08 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 60275 members 
Mstep: Class 5 contains 36436 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 43397 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 50284 members 
Mstep: Class 16 contains 162466 members 
Mstep: Class 17 contains 4503 members 
Mstep: Class 19 contains 267580 members 
Mstep: Class 21 contains 44558 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 213981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051968.000000 Penalty: 51101.902344
Iteration 41Q: 16 clusters Score -1.16052e+08 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 60784 members 
Mstep: Class 5 contains 35485 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50236 members 
Mstep: Class 16 contains 164046 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 19 contains 266238 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 8667 members 
Mstep: Class 23 contains 217255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050536.000000 Penalty: 51101.902344
Iteration 42Q: 16 clusters Score -1.160505e+08 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 61215 members 
Mstep: Class 5 contains 34618 members 
Mstep: Class 8 contains 16555 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 44556 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 50208 members 
Mstep: Class 16 contains 165453 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 19 contains 264841 members 
Mstep: Class 21 contains 38246 members 
Mstep: Class 22 contains 9018 members 
Mstep: Class 23 contains 219245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049664.000000 Penalty: 51101.902344
Iteration 43Q: 16 clusters Score -1.160497e+08 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 61649 members 
Mstep: Class 5 contains 33821 members 
Mstep: Class 8 contains 16616 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 45067 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 50183 members 
Mstep: Class 16 contains 166650 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 19 contains 263379 members 
Mstep: Class 21 contains 36740 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 220562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049648.000000 Penalty: 51101.902344
Iteration 44Q: 16 clusters Score -1.160496e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 62096 members 
Mstep: Class 5 contains 33053 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 50175 members 
Mstep: Class 16 contains 167821 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 19 contains 261881 members 
Mstep: Class 21 contains 35699 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 221523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049496.000000 Penalty: 51101.902344
Iteration 45Q: 16 clusters Score -1.160495e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10927 members 
Mstep: Class 3 contains 62574 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 45858 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 50172 members 
Mstep: Class 16 contains 169038 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 19 contains 260475 members 
Mstep: Class 21 contains 34849 members 
Mstep: Class 22 contains 10113 members 
Mstep: Class 23 contains 222262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049744.000000 Penalty: 51101.902344
Iteration 46Q: 16 clusters Score -1.160497e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10846 members 
Mstep: Class 3 contains 63039 members 
Mstep: Class 5 contains 31610 members 
Mstep: Class 8 contains 16723 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 46135 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 50166 members 
Mstep: Class 16 contains 170324 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 19 contains 259002 members 
Mstep: Class 21 contains 34207 members 
Mstep: Class 22 contains 10434 members 
Mstep: Class 23 contains 222868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049440.000000 Penalty: 51101.902344
Iteration 47Q: 16 clusters Score -1.160494e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10780 members 
Mstep: Class 3 contains 63468 members 
Mstep: Class 5 contains 30911 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 46406 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 50151 members 
Mstep: Class 16 contains 171714 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 19 contains 257427 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 10781 members 
Mstep: Class 23 contains 223384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049232.000000 Penalty: 51101.902344
Iteration 48Q: 16 clusters Score -1.160492e+08 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 63855 members 
Mstep: Class 5 contains 30299 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 46649 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 50134 members 
Mstep: Class 16 contains 173184 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 19 contains 255813 members 
Mstep: Class 21 contains 33270 members 
Mstep: Class 22 contains 11093 members 
Mstep: Class 23 contains 223794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049128.000000 Penalty: 51101.902344
Iteration 49Q: 16 clusters Score -1.160491e+08 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 64187 members 
Mstep: Class 5 contains 29745 members 
Mstep: Class 8 contains 16710 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 50130 members 
Mstep: Class 16 contains 174756 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 19 contains 254088 members 
Mstep: Class 21 contains 32951 members 
Mstep: Class 22 contains 11442 members 
Mstep: Class 23 contains 224099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048992.000000 Penalty: 51101.902344
Iteration 50Q: 16 clusters Score -1.16049e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 64455 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 8 contains 16678 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 47039 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 50118 members 
Mstep: Class 16 contains 176382 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 19 contains 252363 members 
Mstep: Class 21 contains 32671 members 
Mstep: Class 22 contains 11816 members 
Mstep: Class 23 contains 224387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049256.000000 Penalty: 51101.902344
Iteration 51Q: 16 clusters Score -1.160493e+08 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 64677 members 
Mstep: Class 5 contains 28770 members 
Mstep: Class 8 contains 16636 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 47182 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 50077 members 
Mstep: Class 16 contains 177928 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 19 contains 250738 members 
Mstep: Class 21 contains 32434 members 
Mstep: Class 22 contains 12214 members 
Mstep: Class 23 contains 224634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048984.000000 Penalty: 51101.902344
Iteration 52Q: 16 clusters Score -1.16049e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 64886 members 
Mstep: Class 5 contains 28346 members 
Mstep: Class 8 contains 16610 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 47290 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 50024 members 
Mstep: Class 16 contains 179456 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 19 contains 249106 members 
Mstep: Class 21 contains 32206 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 224902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048568.000000 Penalty: 51101.902344
Iteration 53Q: 16 clusters Score -1.160486e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 10068 members 
Mstep: Class 3 contains 65107 members 
Mstep: Class 5 contains 27902 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 47420 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 49974 members 
Mstep: Class 16 contains 180789 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 19 contains 247645 members 
Mstep: Class 21 contains 32031 members 
Mstep: Class 22 contains 13058 members 
Mstep: Class 23 contains 225165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048200.000000 Penalty: 51101.902344
Iteration 54Q: 16 clusters Score -1.160482e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 65300 members 
Mstep: Class 5 contains 27502 members 
Mstep: Class 8 contains 16560 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 47571 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 49935 members 
Mstep: Class 16 contains 181931 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 19 contains 246391 members 
Mstep: Class 21 contains 31854 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 225404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048696.000000 Penalty: 51101.902344
Iteration 55Q: 16 clusters Score -1.160487e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 65551 members 
Mstep: Class 5 contains 27173 members 
Mstep: Class 8 contains 16538 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 47744 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 49899 members 
Mstep: Class 16 contains 182853 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 19 contains 245222 members 
Mstep: Class 21 contains 31709 members 
Mstep: Class 22 contains 13861 members 
Mstep: Class 23 contains 225629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048648.000000 Penalty: 51101.902344
Iteration 56Q: 16 clusters Score -1.160486e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 65755 members 
Mstep: Class 5 contains 26890 members 
Mstep: Class 8 contains 16511 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 47883 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 49868 members 
Mstep: Class 16 contains 183667 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 19 contains 244205 members 
Mstep: Class 21 contains 31533 members 
Mstep: Class 22 contains 14229 members 
Mstep: Class 23 contains 225889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048616.000000 Penalty: 51101.902344
Iteration 57Q: 16 clusters Score -1.160486e+08 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 65945 members 
Mstep: Class 5 contains 26688 members 
Mstep: Class 8 contains 16480 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 48003 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2208 members 
Mstep: Class 15 contains 49846 members 
Mstep: Class 16 contains 184420 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 19 contains 243269 members 
Mstep: Class 21 contains 31383 members 
Mstep: Class 22 contains 14550 members 
Mstep: Class 23 contains 226123 members 
Entering Unmasked Estep 
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Score: -116048560.000000 Penalty: 51101.902344
Iteration 58Q: 16 clusters Score -1.160486e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 9069 members 
Mstep: Class 3 contains 66155 members 
Mstep: Class 5 contains 26525 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 48109 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 185221 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 19 contains 242334 members 
Mstep: Class 21 contains 31215 members 
Mstep: Class 22 contains 14832 members 
Mstep: Class 23 contains 226338 members 
Entering Unmasked Estep 
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Score: -116048520.000000 Penalty: 51101.902344
Iteration 59Q: 16 clusters Score -1.160485e+08 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 66328 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 48206 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 49805 members 
Mstep: Class 16 contains 185931 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 19 contains 241428 members 
Mstep: Class 21 contains 31067 members 
Mstep: Class 22 contains 15094 members 
Mstep: Class 23 contains 226557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048552.000000 Penalty: 51101.902344
Iteration 60F: 16 clusters Score -1.160486e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 66451 members 
Mstep: Class 5 contains 26298 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 48316 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 49797 members 
Mstep: Class 16 contains 186423 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 19 contains 240692 members 
Mstep: Class 21 contains 30951 members 
Mstep: Class 22 contains 15388 members 
Mstep: Class 23 contains 226758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048384.000000 Penalty: 51101.902344
Iteration 61Q: 16 clusters Score -1.160484e+08 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 66658 members 
Mstep: Class 5 contains 26183 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 48441 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 49787 members 
Mstep: Class 16 contains 186808 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 19 contains 240019 members 
Mstep: Class 21 contains 30812 members 
Mstep: Class 22 contains 15649 members 
Mstep: Class 23 contains 226986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047792.000000 Penalty: 51101.902344
Iteration 62Q: 16 clusters Score -1.160478e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 66877 members 
Mstep: Class 5 contains 26115 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 48574 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 49772 members 
Mstep: Class 16 contains 187065 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 19 contains 239414 members 
Mstep: Class 21 contains 30665 members 
Mstep: Class 22 contains 15853 members 
Mstep: Class 23 contains 227231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047896.000000 Penalty: 51101.902344
Iteration 63Q: 16 clusters Score -1.160479e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 67142 members 
Mstep: Class 5 contains 26101 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 48718 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 49785 members 
Mstep: Class 16 contains 187293 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 19 contains 238730 members 
Mstep: Class 21 contains 30516 members 
Mstep: Class 22 contains 16047 members 
Mstep: Class 23 contains 227452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047992.000000 Penalty: 51101.902344
Iteration 64Q: 16 clusters Score -1.16048e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 67419 members 
Mstep: Class 5 contains 26107 members 
Mstep: Class 8 contains 16220 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 48844 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 49770 members 
Mstep: Class 16 contains 187519 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 19 contains 238064 members 
Mstep: Class 21 contains 30352 members 
Mstep: Class 22 contains 16221 members 
Mstep: Class 23 contains 227698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047760.000000 Penalty: 51101.902344
Iteration 65Q: 16 clusters Score -1.160478e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 67731 members 
Mstep: Class 5 contains 26128 members 
Mstep: Class 8 contains 16198 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 49754 members 
Mstep: Class 16 contains 187636 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 19 contains 237408 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 16364 members 
Mstep: Class 23 contains 227996 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -1.160473e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 68064 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 8 contains 16173 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49129 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 49729 members 
Mstep: Class 16 contains 187780 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 19 contains 236742 members 
Mstep: Class 21 contains 30023 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 228260 members 
Entering Unmasked Estep 
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Iteration 67Q: 16 clusters Score -1.160468e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 68337 members 
Mstep: Class 5 contains 26234 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49221 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 49693 members 
Mstep: Class 16 contains 187922 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 19 contains 236180 members 
Mstep: Class 21 contains 29861 members 
Mstep: Class 22 contains 16641 members 
Mstep: Class 23 contains 228496 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -1.160468e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 68602 members 
Mstep: Class 5 contains 26295 members 
Mstep: Class 8 contains 16151 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49334 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 49641 members 
Mstep: Class 16 contains 187986 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 19 contains 235647 members 
Mstep: Class 21 contains 29673 members 
Mstep: Class 22 contains 16758 members 
Mstep: Class 23 contains 228812 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -1.160464e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7608 members 
Mstep: Class 3 contains 68892 members 
Mstep: Class 5 contains 26381 members 
Mstep: Class 8 contains 16144 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 49455 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 49582 members 
Mstep: Class 16 contains 188010 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 19 contains 235127 members 
Mstep: Class 21 contains 29464 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 229122 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -1.160459e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 69193 members 
Mstep: Class 5 contains 26506 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 49537 members 
Mstep: Class 16 contains 188067 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 19 contains 234559 members 
Mstep: Class 21 contains 29269 members 
Mstep: Class 22 contains 16968 members 
Mstep: Class 23 contains 229459 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -1.160454e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 69503 members 
Mstep: Class 5 contains 26628 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49668 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 49493 members 
Mstep: Class 16 contains 188124 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 19 contains 234005 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 229771 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -1.160449e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7186 members 
Mstep: Class 3 contains 69763 members 
Mstep: Class 5 contains 26777 members 
Mstep: Class 8 contains 16148 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49760 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 49455 members 
Mstep: Class 16 contains 188228 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 233466 members 
Mstep: Class 21 contains 28864 members 
Mstep: Class 22 contains 17151 members 
Mstep: Class 23 contains 230039 members 
Entering Unmasked Estep 
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Iteration 73Q: 16 clusters Score -1.160447e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 70048 members 
Mstep: Class 5 contains 26913 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49837 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2208 members 
Mstep: Class 15 contains 49403 members 
Mstep: Class 16 contains 188323 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 19 contains 232928 members 
Mstep: Class 21 contains 28666 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 230291 members 
Entering Unmasked Estep 
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Iteration 74Q: 16 clusters Score -1.160446e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 6996 members 
Mstep: Class 3 contains 70358 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 8 contains 16171 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49926 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2208 members 
Mstep: Class 15 contains 49367 members 
Mstep: Class 16 contains 188396 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 19 contains 232397 members 
Mstep: Class 21 contains 28459 members 
Mstep: Class 22 contains 17301 members 
Mstep: Class 23 contains 230532 members 
Entering Unmasked Estep 
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Iteration 75Q: 16 clusters Score -1.160442e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 70638 members 
Mstep: Class 5 contains 27143 members 
Mstep: Class 8 contains 16189 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 49995 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 49324 members 
Mstep: Class 16 contains 188494 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 19 contains 231867 members 
Mstep: Class 21 contains 28209 members 
Mstep: Class 22 contains 17342 members 
Mstep: Class 23 contains 230829 members 
Entering Unmasked Estep 
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Iteration 76Q: 16 clusters Score -1.16044e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 70893 members 
Mstep: Class 5 contains 27269 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 50051 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 49268 members 
Mstep: Class 16 contains 188637 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 19 contains 231309 members 
Mstep: Class 21 contains 27975 members 
Mstep: Class 22 contains 17401 members 
Mstep: Class 23 contains 231139 members 
Entering Unmasked Estep 
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Iteration 77Q: 16 clusters Score -1.160435e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 71129 members 
Mstep: Class 5 contains 27379 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50102 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 49214 members 
Mstep: Class 16 contains 188775 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 19 contains 230791 members 
Mstep: Class 21 contains 27734 members 
Mstep: Class 22 contains 17456 members 
Mstep: Class 23 contains 231456 members 
Entering Unmasked Estep 
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Iteration 78Q: 16 clusters Score -1.16043e+08 nChanged 2191
Entering ConstructFrom: 
Score: -116043048.000000 Penalty: 51101.902344
Entering ConstructFrom: 
Trying to split cluster 2 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -894435.000000 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -894435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -888783.687500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -888783.7 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -890235.750000 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -890235.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -890439.375000 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -890439.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -890577.500000 Penalty: 4372.055176
	Iteration 3Q: 3 clusters Score -890577.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -890678.125000 Penalty: 4372.055176
	Iteration 4Q: 3 clusters Score -890678.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -890774.562500 Penalty: 4372.055176
	Iteration 5Q: 3 clusters Score -890774.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -890861.500000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -890861.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -890938.375000 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -890938.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -891003.375000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -891003.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -891070.375000 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -891070.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -891137.312500 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -891137.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -891203.250000 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -891203.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -891278.125000 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -891278.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -891354.250000 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -891354.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -891419.125000 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -891419.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -891502.437500 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -891502.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -891597.562500 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -891597.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -891698.312500 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -891698.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -891807.937500 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -891807.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -891910.937500 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -891910.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -892016.687500 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -892016.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -892102.312500 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -892102.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -892169.875000 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -892169.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -892231.625000 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -892231.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -892288.312500 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -892288.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -892330.687500 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -892330.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -892355.562500 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -892355.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -892374.062500 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -892374.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -892393.937500 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -892393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -892403.375000 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -892403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -892409.562500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -892409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -892417.625000 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -892417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -892424.625000 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -892424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -892430.625000 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -892430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -892436.500000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -892436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -892439.250000 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -892439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -892442.125000 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -892442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -892445.812500 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -892445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -892451.812500 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -892451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -892457.875000 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -892457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -892462.812500 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -892462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -892465.062500 Penalty: 4372.055176
	Iteration 41Q: 3 clusters Score -892465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -892466.375000 Penalty: 4372.055176
	Iteration 42Q: 3 clusters Score -892466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -892466.250000 Penalty: 4372.055176
	Iteration 43Q: 3 clusters Score -892466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -892466.250000 Penalty: 4372.055176
	Iteration 44F: 3 clusters Score -892466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (71338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Entering Unmasked Estep 
Score: -9170803.000000 Penalty: 2771.445801
	Iteration 0F: 2 clusters Score -9170803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -9122721.000000 Penalty: 5542.891602
	Iteration 0F: 3 clusters Score -9122721 nChanged 33471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -9141799.000000 Penalty: 5542.891602
	Iteration 1F: 3 clusters Score -9141799 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -9143046.000000 Penalty: 5542.891602
	Iteration 2Q: 3 clusters Score -9143046 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -9145093.000000 Penalty: 5542.891602
	Iteration 3F: 3 clusters Score -9145093 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -9148614.000000 Penalty: 5542.891602
	Iteration 4F: 3 clusters Score -9148614 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -9154551.000000 Penalty: 5542.891602
	Iteration 5F: 3 clusters Score -9154551 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -9161572.000000 Penalty: 5542.891602
	Iteration 6F: 3 clusters Score -9161572 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -9167052.000000 Penalty: 5542.891602
	Iteration 7F: 3 clusters Score -9167052 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -9169716.000000 Penalty: 5542.891602
	Iteration 8Q: 3 clusters Score -9169716 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9170776.000000 Penalty: 5542.891602
	Iteration 9Q: 3 clusters Score -9170776 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -9171280.000000 Penalty: 5542.891602
	Iteration 10Q: 3 clusters Score -9171280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9171653.000000 Penalty: 5542.891602
	Iteration 11Q: 3 clusters Score -9171653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -9171790.000000 Penalty: 5542.891602
	Iteration 12Q: 3 clusters Score -9171790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -9171861.000000 Penalty: 5542.891602
	Iteration 13Q: 3 clusters Score -9171861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -9171865.000000 Penalty: 5542.891602
	Iteration 14Q: 3 clusters Score -9171865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -9171883.000000 Penalty: 5542.891602
	Iteration 15Q: 3 clusters Score -9171883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -9171871.000000 Penalty: 5542.891602
	Iteration 16Q: 3 clusters Score -9171871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9171876.000000 Penalty: 5542.891602
	Iteration 17Q: 3 clusters Score -9171876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9171881.000000 Penalty: 5542.891602
	Iteration 18Q: 3 clusters Score -9171881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -9171883.000000 Penalty: 5542.891602
	Iteration 19Q: 3 clusters Score -9171883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9171886.000000 Penalty: 5542.891602
	Iteration 20F: 3 clusters Score -9171886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9171888.000000 Penalty: 5542.891602
	Iteration 21Q: 3 clusters Score -9171888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9171888.000000 Penalty: 5542.891602
	Iteration 22F: 3 clusters Score -9171888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 49158 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
Score: -116043640.000000 Penalty: 54508.695312
Splitting cluster 3 changes total score from -116043048.000000 to -116043640.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (27499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Entering Unmasked Estep 
Score: -3565023.250000 Penalty: 2535.032471
	Iteration 0F: 2 clusters Score -3565023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3546079.250000 Penalty: 5070.064941
	Iteration 0F: 3 clusters Score -3546079 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3552575.250000 Penalty: 5070.064941
	Iteration 1F: 3 clusters Score -3552575 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3553006.000000 Penalty: 5070.064941
	Iteration 2Q: 3 clusters Score -3553006 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3553444.500000 Penalty: 5070.064941
	Iteration 3Q: 3 clusters Score -3553444 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3553917.500000 Penalty: 5070.064941
	Iteration 4Q: 3 clusters Score -3553918 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3554503.000000 Penalty: 5070.064941
	Iteration 5Q: 3 clusters Score -3554503 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3555108.250000 Penalty: 5070.064941
	Iteration 6Q: 3 clusters Score -3555108 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3555925.250000 Penalty: 5070.064941
	Iteration 7F: 3 clusters Score -3555925 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3557066.750000 Penalty: 5070.064941
	Iteration 8F: 3 clusters Score -3557067 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3558383.750000 Penalty: 5070.064941
	Iteration 9F: 3 clusters Score -3558384 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3559730.250000 Penalty: 5070.064941
	Iteration 10F: 3 clusters Score -3559730 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3560970.500000 Penalty: 5070.064941
	Iteration 11F: 3 clusters Score -3560970 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3561856.750000 Penalty: 5070.064941
	Iteration 12Q: 3 clusters Score -3561857 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3562464.750000 Penalty: 5070.064941
	Iteration 13Q: 3 clusters Score -3562465 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3562789.250000 Penalty: 5070.064941
	Iteration 14Q: 3 clusters Score -3562789 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3562953.750000 Penalty: 5070.064941
	Iteration 15Q: 3 clusters Score -3562954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3563029.500000 Penalty: 5070.064941
	Iteration 16Q: 3 clusters Score -3563030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3563078.250000 Penalty: 5070.064941
	Iteration 17Q: 3 clusters Score -3563078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3563108.750000 Penalty: 5070.064941
	Iteration 18Q: 3 clusters Score -3563109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3563124.750000 Penalty: 5070.064941
	Iteration 19Q: 3 clusters Score -3563125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3563143.000000 Penalty: 5070.064941
	Iteration 20F: 3 clusters Score -3563143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3563159.250000 Penalty: 5070.064941
	Iteration 21Q: 3 clusters Score -3563159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3563165.750000 Penalty: 5070.064941
	Iteration 22Q: 3 clusters Score -3563166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3563173.500000 Penalty: 5070.064941
	Iteration 23Q: 3 clusters Score -3563174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3563173.250000 Penalty: 5070.064941
	Iteration 24Q: 3 clusters Score -3563173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3563177.250000 Penalty: 5070.064941
	Iteration 25Q: 3 clusters Score -3563177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3563178.500000 Penalty: 5070.064941
	Iteration 26Q: 3 clusters Score -3563178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3563178.500000 Penalty: 5070.064941
	Iteration 27Q: 3 clusters Score -3563178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3563179.250000 Penalty: 5070.064941
	Iteration 28Q: 3 clusters Score -3563179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3563181.250000 Penalty: 5070.064941
	Iteration 29Q: 3 clusters Score -3563181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3563181.250000 Penalty: 5070.064941
	Iteration 30Q: 3 clusters Score -3563181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3563184.500000 Penalty: 5070.064941
	Iteration 31Q: 3 clusters Score -3563184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3563186.000000 Penalty: 5070.064941
	Iteration 32Q: 3 clusters Score -3563186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3563189.500000 Penalty: 5070.064941
	Iteration 33Q: 3 clusters Score -3563190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3563189.500000 Penalty: 5070.064941
	Iteration 34F: 3 clusters Score -3563190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -2099429.500000 Penalty: 2404.448242
	Iteration 0F: 2 clusters Score -2099430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2087698.500000 Penalty: 4808.896484
	Iteration 0F: 3 clusters Score -2087698 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2091637.750000 Penalty: 4808.896484
	Iteration 1F: 3 clusters Score -2091638 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2092367.000000 Penalty: 4808.896484
	Iteration 2F: 3 clusters Score -2092367 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2093202.250000 Penalty: 4808.896484
	Iteration 3F: 3 clusters Score -2093202 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2094170.125000 Penalty: 4808.896484
	Iteration 4F: 3 clusters Score -2094170 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2095219.500000 Penalty: 4808.896484
	Iteration 5F: 3 clusters Score -2095220 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2096193.000000 Penalty: 4808.896484
	Iteration 6F: 3 clusters Score -2096193 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2096958.500000 Penalty: 4808.896484
	Iteration 7F: 3 clusters Score -2096958 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2097554.000000 Penalty: 4808.896484
	Iteration 8Q: 3 clusters Score -2097554 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2097971.500000 Penalty: 4808.896484
	Iteration 9Q: 3 clusters Score -2097972 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2098185.500000 Penalty: 4808.896484
	Iteration 10Q: 3 clusters Score -2098186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2098343.250000 Penalty: 4808.896484
	Iteration 11Q: 3 clusters Score -2098343 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2098423.000000 Penalty: 4808.896484
	Iteration 12Q: 3 clusters Score -2098423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2098467.500000 Penalty: 4808.896484
	Iteration 13Q: 3 clusters Score -2098468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2098500.750000 Penalty: 4808.896484
	Iteration 14Q: 3 clusters Score -2098501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2098520.750000 Penalty: 4808.896484
	Iteration 15Q: 3 clusters Score -2098521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2098541.250000 Penalty: 4808.896484
	Iteration 16Q: 3 clusters Score -2098541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2098555.000000 Penalty: 4808.896484
	Iteration 17Q: 3 clusters Score -2098555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2098560.250000 Penalty: 4808.896484
	Iteration 18Q: 3 clusters Score -2098560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2098558.750000 Penalty: 4808.896484
	Iteration 19Q: 3 clusters Score -2098559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2098561.000000 Penalty: 4808.896484
	Iteration 20F: 3 clusters Score -2098561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2098559.500000 Penalty: 4808.896484
	Iteration 21Q: 3 clusters Score -2098560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2098559.250000 Penalty: 4808.896484
	Iteration 22Q: 3 clusters Score -2098559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2098559.250000 Penalty: 4808.896484
	Iteration 23F: 3 clusters Score -2098559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -176771.609375 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -176771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -174530.578125 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -174530.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175061.593750 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -175061.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175308.031250 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -175308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175483.406250 Penalty: 3618.684570
	Iteration 3F: 3 clusters Score -175483.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175629.734375 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -175629.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175711.500000 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -175711.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175758.062500 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -175758.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175781.562500 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -175781.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175807.953125 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -175808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175845.921875 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -175845.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175897.390625 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -175897.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175956.000000 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -175956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176009.000000 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -176009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176101.109375 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -176101.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -176197.187500 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -176197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -176264.343750 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -176264.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -176320.546875 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -176320.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -176361.937500 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -176361.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176409.453125 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -176409.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176476.015625 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -176476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -176550.703125 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -176550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176603.437500 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -176603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -176640.984375 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -176641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -176668.468750 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -176668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -176680.593750 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -176680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -176685.453125 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -176685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -176691.375000 Penalty: 3618.684570
	Iteration 26Q: 3 clusters Score -176691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176696.234375 Penalty: 3618.684570
	Iteration 27Q: 3 clusters Score -176696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -176700.296875 Penalty: 3618.684570
	Iteration 28Q: 3 clusters Score -176700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -176705.921875 Penalty: 3618.684570
	Iteration 29Q: 3 clusters Score -176705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176712.484375 Penalty: 3618.684570
	Iteration 30Q: 3 clusters Score -176712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176716.984375 Penalty: 3618.684570
	Iteration 31Q: 3 clusters Score -176717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176721.500000 Penalty: 3618.684570
	Iteration 32Q: 3 clusters Score -176721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176724.718750 Penalty: 3618.684570
	Iteration 33Q: 3 clusters Score -176724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176728.328125 Penalty: 3618.684570
	Iteration 34Q: 3 clusters Score -176728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176729.234375 Penalty: 3618.684570
	Iteration 35Q: 3 clusters Score -176729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176729.234375 Penalty: 3618.684570
	Iteration 36F: 3 clusters Score -176729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Entering Unmasked Estep 
Score: -6474538.500000 Penalty: 2684.131836
	Iteration 0F: 2 clusters Score -6474538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -6440640.500000 Penalty: 5368.263672
	Iteration 0F: 3 clusters Score -6440640 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6453788.000000 Penalty: 5368.263672
	Iteration 1F: 3 clusters Score -6453788 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6454416.500000 Penalty: 5368.263672
	Iteration 2Q: 3 clusters Score -6454416 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6455088.000000 Penalty: 5368.263672
	Iteration 3Q: 3 clusters Score -6455088 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -6455873.000000 Penalty: 5368.263672
	Iteration 4Q: 3 clusters Score -6455873 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6456949.500000 Penalty: 5368.263672
	Iteration 5Q: 3 clusters Score -6456950 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -6458328.500000 Penalty: 5368.263672
	Iteration 6F: 3 clusters Score -6458328 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -6459976.000000 Penalty: 5368.263672
	Iteration 7F: 3 clusters Score -6459976 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6461770.000000 Penalty: 5368.263672
	Iteration 8F: 3 clusters Score -6461770 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6463682.000000 Penalty: 5368.263672
	Iteration 9F: 3 clusters Score -6463682 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6465295.500000 Penalty: 5368.263672
	Iteration 10F: 3 clusters Score -6465296 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -6466638.500000 Penalty: 5368.263672
	Iteration 11Q: 3 clusters Score -6466638 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -6467817.000000 Penalty: 5368.263672
	Iteration 12Q: 3 clusters Score -6467817 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -6468770.000000 Penalty: 5368.263672
	Iteration 13Q: 3 clusters Score -6468770 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6469463.000000 Penalty: 5368.263672
	Iteration 14Q: 3 clusters Score -6469463 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -6470010.500000 Penalty: 5368.263672
	Iteration 15Q: 3 clusters Score -6470010 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6470434.500000 Penalty: 5368.263672
	Iteration 16Q: 3 clusters Score -6470434 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -6470837.500000 Penalty: 5368.263672
	Iteration 17Q: 3 clusters Score -6470838 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -6471196.000000 Penalty: 5368.263672
	Iteration 18Q: 3 clusters Score -6471196 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6471499.000000 Penalty: 5368.263672
	Iteration 19Q: 3 clusters Score -6471499 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -6471750.500000 Penalty: 5368.263672
	Iteration 20F: 3 clusters Score -6471750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -6471981.000000 Penalty: 5368.263672
	Iteration 21Q: 3 clusters Score -6471981 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6472181.000000 Penalty: 5368.263672
	Iteration 22Q: 3 clusters Score -6472181 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6472323.500000 Penalty: 5368.263672
	Iteration 23Q: 3 clusters Score -6472324 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6472501.500000 Penalty: 5368.263672
	Iteration 24Q: 3 clusters Score -6472502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -6472671.500000 Penalty: 5368.263672
	Iteration 25Q: 3 clusters Score -6472672 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -6472817.500000 Penalty: 5368.263672
	Iteration 26Q: 3 clusters Score -6472818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6472896.500000 Penalty: 5368.263672
	Iteration 27Q: 3 clusters Score -6472896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -6473003.000000 Penalty: 5368.263672
	Iteration 28Q: 3 clusters Score -6473003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6473095.500000 Penalty: 5368.263672
	Iteration 29Q: 3 clusters Score -6473096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6473159.500000 Penalty: 5368.263672
	Iteration 30Q: 3 clusters Score -6473160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6473170.000000 Penalty: 5368.263672
	Iteration 31Q: 3 clusters Score -6473170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6473196.000000 Penalty: 5368.263672
	Iteration 32Q: 3 clusters Score -6473196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -6473219.500000 Penalty: 5368.263672
	Iteration 33Q: 3 clusters Score -6473220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6473232.500000 Penalty: 5368.263672
	Iteration 34Q: 3 clusters Score -6473232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6473248.000000 Penalty: 5368.263672
	Iteration 35Q: 3 clusters Score -6473248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6473262.000000 Penalty: 5368.263672
	Iteration 36Q: 3 clusters Score -6473262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -6473271.000000 Penalty: 5368.263672
	Iteration 37Q: 3 clusters Score -6473271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -6473296.000000 Penalty: 5368.263672
	Iteration 38Q: 3 clusters Score -6473296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6473299.500000 Penalty: 5368.263672
	Iteration 39Q: 3 clusters Score -6473300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -6473311.500000 Penalty: 5368.263672
	Iteration 40F: 3 clusters Score -6473312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6473316.500000 Penalty: 5368.263672
	Iteration 41Q: 3 clusters Score -6473316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6473325.500000 Penalty: 5368.263672
	Iteration 42Q: 3 clusters Score -6473326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -6473319.000000 Penalty: 5368.263672
	Iteration 43Q: 3 clusters Score -6473319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6473324.500000 Penalty: 5368.263672
	Iteration 44Q: 3 clusters Score -6473324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6473318.500000 Penalty: 5368.263672
	Iteration 45Q: 3 clusters Score -6473318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6473320.500000 Penalty: 5368.263672
	Iteration 46Q: 3 clusters Score -6473320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -6473326.500000 Penalty: 5368.263672
	Iteration 47Q: 3 clusters Score -6473326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -6473322.000000 Penalty: 5368.263672
	Iteration 48Q: 3 clusters Score -6473322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -6473329.500000 Penalty: 5368.263672
	Iteration 49Q: 3 clusters Score -6473330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -6473327.500000 Penalty: 5368.263672
	Iteration 50Q: 3 clusters Score -6473328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -6473330.000000 Penalty: 5368.263672
	Iteration 51Q: 3 clusters Score -6473330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -6473322.500000 Penalty: 5368.263672
	Iteration 52Q: 3 clusters Score -6473322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6473319.000000 Penalty: 5368.263672
	Iteration 53Q: 3 clusters Score -6473319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6473319.000000 Penalty: 5368.263672
	Iteration 54F: 3 clusters Score -6473319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -152506.812500 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -152506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -150435.500000 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -150435.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -151846.640625 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -151846.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -154478.296875 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -154478.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -156123.906250 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -156123.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156436.296875 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -156436.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -156911.453125 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -156911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -157170.046875 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -157170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -157174.484375 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -157174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -157176.343750 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -157176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -157178.765625 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -157178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157180.390625 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -157180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157180.390625 Penalty: 3577.298096
	Iteration 11F: 3 clusters Score -157180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 49158 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
Score: -116046792.000000 Penalty: 57915.488281
Splitting cluster 13 changes total score from -116043048.000000 to -116046792.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -260371.656250 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -260371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -257643.390625 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -257643.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -258155.406250 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -258155.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -258350.328125 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -258350.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -258557.828125 Penalty: 3819.346191
	Iteration 3F: 3 clusters Score -258557.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -258928.234375 Penalty: 3819.346191
	Iteration 4F: 3 clusters Score -258928.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -259446.671875 Penalty: 3819.346191
	Iteration 5F: 3 clusters Score -259446.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -259951.203125 Penalty: 3819.346191
	Iteration 6F: 3 clusters Score -259951.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -260315.781250 Penalty: 3819.346191
	Iteration 7F: 3 clusters Score -260315.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -260509.140625 Penalty: 3819.346191
	Iteration 8F: 3 clusters Score -260509.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -260585.218750 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -260585.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260614.890625 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -260614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -260624.250000 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -260624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -260628.109375 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -260628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -260630.312500 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -260630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -260630.312500 Penalty: 3819.346191
	Iteration 14F: 3 clusters Score -260630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 49158 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
Score: -116045424.000000 Penalty: 61322.281250
Splitting cluster 14 changes total score from -116043048.000000 to -116045424.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (49158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Entering Unmasked Estep 
Score: -6090673.000000 Penalty: 2679.093018
	Iteration 0F: 2 clusters Score -6090673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -6057439.000000 Penalty: 5358.186035
	Iteration 0F: 3 clusters Score -6057439 nChanged 22795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6072763.500000 Penalty: 5358.186035
	Iteration 1F: 3 clusters Score -6072764 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6076767.500000 Penalty: 5358.186035
	Iteration 2F: 3 clusters Score -6076768 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -6081121.000000 Penalty: 5358.186035
	Iteration 3F: 3 clusters Score -6081121 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -6084929.000000 Penalty: 5358.186035
	Iteration 4F: 3 clusters Score -6084929 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -6087627.000000 Penalty: 5358.186035
	Iteration 5F: 3 clusters Score -6087627 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -6089300.500000 Penalty: 5358.186035
	Iteration 6Q: 3 clusters Score -6089300 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -6090486.000000 Penalty: 5358.186035
	Iteration 7Q: 3 clusters Score -6090486 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6091492.000000 Penalty: 5358.186035
	Iteration 8Q: 3 clusters Score -6091492 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -6092127.500000 Penalty: 5358.186035
	Iteration 9Q: 3 clusters Score -6092128 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6092449.000000 Penalty: 5358.186035
	Iteration 10Q: 3 clusters Score -6092449 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6092610.500000 Penalty: 5358.186035
	Iteration 11Q: 3 clusters Score -6092610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6092704.000000 Penalty: 5358.186035
	Iteration 12Q: 3 clusters Score -6092704 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -6092781.000000 Penalty: 5358.186035
	Iteration 13Q: 3 clusters Score -6092781 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -6092805.500000 Penalty: 5358.186035
	Iteration 14Q: 3 clusters Score -6092806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -6092837.500000 Penalty: 5358.186035
	Iteration 15Q: 3 clusters Score -6092838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6092850.000000 Penalty: 5358.186035
	Iteration 16Q: 3 clusters Score -6092850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -6092859.500000 Penalty: 5358.186035
	Iteration 17Q: 3 clusters Score -6092860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -6092853.500000 Penalty: 5358.186035
	Iteration 18Q: 3 clusters Score -6092854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6092862.000000 Penalty: 5358.186035
	Iteration 19Q: 3 clusters Score -6092862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6092871.000000 Penalty: 5358.186035
	Iteration 20F: 3 clusters Score -6092871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6092865.000000 Penalty: 5358.186035
	Iteration 21Q: 3 clusters Score -6092865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -6092871.000000 Penalty: 5358.186035
	Iteration 22Q: 3 clusters Score -6092871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6092863.000000 Penalty: 5358.186035
	Iteration 23Q: 3 clusters Score -6092863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -6092866.000000 Penalty: 5358.186035
	Iteration 24Q: 3 clusters Score -6092866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6092866.000000 Penalty: 5358.186035
	Iteration 25Q: 3 clusters Score -6092866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6092867.500000 Penalty: 5358.186035
	Iteration 26Q: 3 clusters Score -6092868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6092867.500000 Penalty: 5358.186035
	Iteration 27F: 3 clusters Score -6092868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
Score: -116047256.000000 Penalty: 64729.074219
Splitting cluster 15 changes total score from -116043048.000000 to -116047256.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (188778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188778 members 
Entering Unmasked Estep 
Score: -24042006.000000 Penalty: 3012.785156
	Iteration 0F: 2 clusters Score -2.404201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -23919832.000000 Penalty: 6025.570312
	Iteration 0F: 3 clusters Score -2.391983e+07 nChanged 90545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -23972618.000000 Penalty: 6025.570312
	Iteration 1F: 3 clusters Score -2.397262e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -23973778.000000 Penalty: 6025.570312
	Iteration 2Q: 3 clusters Score -2.397378e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -23975582.000000 Penalty: 6025.570312
	Iteration 3Q: 3 clusters Score -2.397558e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -23978312.000000 Penalty: 6025.570312
	Iteration 4Q: 3 clusters Score -2.397831e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -23982798.000000 Penalty: 6025.570312
	Iteration 5F: 3 clusters Score -2.39828e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129458 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -23990858.000000 Penalty: 6025.570312
	Iteration 6F: 3 clusters Score -2.399086e+07 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -24003240.000000 Penalty: 6025.570312
	Iteration 7F: 3 clusters Score -2.400324e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160291 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -24018320.000000 Penalty: 6025.570312
	Iteration 8F: 3 clusters Score -2.401832e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173971 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -24030182.000000 Penalty: 6025.570312
	Iteration 9F: 3 clusters Score -2.403018e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182234 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -24036450.000000 Penalty: 6025.570312
	Iteration 10Q: 3 clusters Score -2.403645e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185832 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -24038960.000000 Penalty: 6025.570312
	Iteration 11Q: 3 clusters Score -2.403896e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186978 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -24040030.000000 Penalty: 6025.570312
	Iteration 12Q: 3 clusters Score -2.404003e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187292 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -24040408.000000 Penalty: 6025.570312
	Iteration 13Q: 3 clusters Score -2.404041e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24040682.000000 Penalty: 6025.570312
	Iteration 14Q: 3 clusters Score -2.404068e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -24040780.000000 Penalty: 6025.570312
	Iteration 15Q: 3 clusters Score -2.404078e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -24040830.000000 Penalty: 6025.570312
	Iteration 16Q: 3 clusters Score -2.404083e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -24040848.000000 Penalty: 6025.570312
	Iteration 17Q: 3 clusters Score -2.404085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -24040858.000000 Penalty: 6025.570312
	Iteration 18Q: 3 clusters Score -2.404086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187437 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -24040880.000000 Penalty: 6025.570312
	Iteration 19Q: 3 clusters Score -2.404088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -24040890.000000 Penalty: 6025.570312
	Iteration 20F: 3 clusters Score -2.404089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -24040922.000000 Penalty: 6025.570312
	Iteration 21Q: 3 clusters Score -2.404092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187425 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24040938.000000 Penalty: 6025.570312
	Iteration 22Q: 3 clusters Score -2.404094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -24040936.000000 Penalty: 6025.570312
	Iteration 23Q: 3 clusters Score -2.404094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -24040936.000000 Penalty: 6025.570312
	Iteration 24Q: 3 clusters Score -2.404094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24040958.000000 Penalty: 6025.570312
	Iteration 25Q: 3 clusters Score -2.404096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24040972.000000 Penalty: 6025.570312
	Iteration 26Q: 3 clusters Score -2.404097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187408 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24040960.000000 Penalty: 6025.570312
	Iteration 27Q: 3 clusters Score -2.404096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187405 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -24040956.000000 Penalty: 6025.570312
	Iteration 28Q: 3 clusters Score -2.404096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187402 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -24040978.000000 Penalty: 6025.570312
	Iteration 29Q: 3 clusters Score -2.404098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187396 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -24040974.000000 Penalty: 6025.570312
	Iteration 30Q: 3 clusters Score -2.404097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187391 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -24040990.000000 Penalty: 6025.570312
	Iteration 31Q: 3 clusters Score -2.404099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -24040986.000000 Penalty: 6025.570312
	Iteration 32Q: 3 clusters Score -2.404099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24040994.000000 Penalty: 6025.570312
	Iteration 33Q: 3 clusters Score -2.404099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -24040990.000000 Penalty: 6025.570312
	Iteration 34Q: 3 clusters Score -2.404099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187381 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24040980.000000 Penalty: 6025.570312
	Iteration 35Q: 3 clusters Score -2.404098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187378 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -24040992.000000 Penalty: 6025.570312
	Iteration 36Q: 3 clusters Score -2.404099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187375 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -24040980.000000 Penalty: 6025.570312
	Iteration 37Q: 3 clusters Score -2.404098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187374 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -24040980.000000 Penalty: 6025.570312
	Iteration 38Q: 3 clusters Score -2.404098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24040986.000000 Penalty: 6025.570312
	Iteration 39Q: 3 clusters Score -2.404099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24040978.000000 Penalty: 6025.570312
	Iteration 40F: 3 clusters Score -2.404098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24040994.000000 Penalty: 6025.570312
	Iteration 41Q: 3 clusters Score -2.404099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187374 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -24040982.000000 Penalty: 6025.570312
	Iteration 42Q: 3 clusters Score -2.404098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -24040984.000000 Penalty: 6025.570312
	Iteration 43Q: 3 clusters Score -2.404098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187370 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -24040990.000000 Penalty: 6025.570312
	Iteration 44Q: 3 clusters Score -2.404099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187368 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -24040986.000000 Penalty: 6025.570312
	Iteration 45Q: 3 clusters Score -2.404099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187366 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -24040978.000000 Penalty: 6025.570312
	Iteration 46Q: 3 clusters Score -2.404098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -24040990.000000 Penalty: 6025.570312
	Iteration 47Q: 3 clusters Score -2.404099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -24040990.000000 Penalty: 6025.570312
	Iteration 48F: 3 clusters Score -2.404099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -279947.812500 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -279947.8 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 1227 members 
Entering Unmasked Estep 
Score: -277307.031250 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -277307 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -278442.781250 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -278442.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -279165.906250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -279165.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -279874.375000 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -279874.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -280406.437500 Penalty: 3865.209961
	Iteration 4F: 3 clusters Score -280406.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280830.312500 Penalty: 3865.209961
	Iteration 5F: 3 clusters Score -280830.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280975.250000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -280975.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -281008.250000 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -281008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -281024.500000 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -281024.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -281043.125000 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -281043.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -281077.843750 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -281077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281101.687500 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -281101.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -281130.031250 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -281130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -281150.156250 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -281150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -281172.187500 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -281172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -281186.906250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -281186.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -281198.906250 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -281198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281208.218750 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -281208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -281214.781250 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -281214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281218.500000 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -281218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -281220.218750 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -281220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 11 contains 1302 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
Score: -116047112.000000 Penalty: 68135.867188
Splitting cluster 17 changes total score from -116043048.000000 to -116047112.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (230408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230408 members 
Entering Unmasked Estep 
Score: -29316040.000000 Penalty: 3062.206543
	Iteration 0F: 2 clusters Score -2.931604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 115145 members 
Entering Unmasked Estep 
Score: -29168912.000000 Penalty: 6124.413086
	Iteration 0F: 3 clusters Score -2.916891e+07 nChanged 111193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -29233890.000000 Penalty: 6124.413086
	Iteration 1F: 3 clusters Score -2.923389e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -29235024.000000 Penalty: 6124.413086
	Iteration 2Q: 3 clusters Score -2.923502e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115580 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -29236456.000000 Penalty: 6124.413086
	Iteration 3Q: 3 clusters Score -2.923646e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -29238154.000000 Penalty: 6124.413086
	Iteration 4Q: 3 clusters Score -2.923815e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -29240444.000000 Penalty: 6124.413086
	Iteration 5Q: 3 clusters Score -2.924044e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -29243774.000000 Penalty: 6124.413086
	Iteration 6Q: 3 clusters Score -2.924377e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -29249010.000000 Penalty: 6124.413086
	Iteration 7Q: 3 clusters Score -2.924901e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124750 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -29257422.000000 Penalty: 6124.413086
	Iteration 8F: 3 clusters Score -2.925742e+07 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -29269872.000000 Penalty: 6124.413086
	Iteration 9F: 3 clusters Score -2.926987e+07 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135375 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -29282476.000000 Penalty: 6124.413086
	Iteration 10F: 3 clusters Score -2.928248e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -29289508.000000 Penalty: 6124.413086
	Iteration 11F: 3 clusters Score -2.928951e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141944 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -29292250.000000 Penalty: 6124.413086
	Iteration 12Q: 3 clusters Score -2.929225e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -29293750.000000 Penalty: 6124.413086
	Iteration 13Q: 3 clusters Score -2.929375e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -29295154.000000 Penalty: 6124.413086
	Iteration 14Q: 3 clusters Score -2.929515e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -29296832.000000 Penalty: 6124.413086
	Iteration 15Q: 3 clusters Score -2.929683e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -29298536.000000 Penalty: 6124.413086
	Iteration 16Q: 3 clusters Score -2.929854e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -29300062.000000 Penalty: 6124.413086
	Iteration 17Q: 3 clusters Score -2.930006e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -29301584.000000 Penalty: 6124.413086
	Iteration 18Q: 3 clusters Score -2.930158e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -29303350.000000 Penalty: 6124.413086
	Iteration 19Q: 3 clusters Score -2.930335e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -29304598.000000 Penalty: 6124.413086
	Iteration 20F: 3 clusters Score -2.93046e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172390 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -29305792.000000 Penalty: 6124.413086
	Iteration 21Q: 3 clusters Score -2.930579e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -29307186.000000 Penalty: 6124.413086
	Iteration 22Q: 3 clusters Score -2.930719e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -29308234.000000 Penalty: 6124.413086
	Iteration 23Q: 3 clusters Score -2.930823e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -29309104.000000 Penalty: 6124.413086
	Iteration 24Q: 3 clusters Score -2.93091e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190865 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -29309988.000000 Penalty: 6124.413086
	Iteration 25Q: 3 clusters Score -2.930999e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -29310584.000000 Penalty: 6124.413086
	Iteration 26Q: 3 clusters Score -2.931058e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200652 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -29311460.000000 Penalty: 6124.413086
	Iteration 27Q: 3 clusters Score -2.931146e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205221 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -29311762.000000 Penalty: 6124.413086
	Iteration 28Q: 3 clusters Score -2.931176e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209346 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -29311942.000000 Penalty: 6124.413086
	Iteration 29Q: 3 clusters Score -2.931194e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212813 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -29312090.000000 Penalty: 6124.413086
	Iteration 30Q: 3 clusters Score -2.931209e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215583 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -29312296.000000 Penalty: 6124.413086
	Iteration 31Q: 3 clusters Score -2.93123e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217697 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -29312450.000000 Penalty: 6124.413086
	Iteration 32Q: 3 clusters Score -2.931245e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219283 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -29312678.000000 Penalty: 6124.413086
	Iteration 33Q: 3 clusters Score -2.931268e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220575 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -29312894.000000 Penalty: 6124.413086
	Iteration 34Q: 3 clusters Score -2.931289e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221571 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -29313056.000000 Penalty: 6124.413086
	Iteration 35Q: 3 clusters Score -2.931306e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222410 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -29313190.000000 Penalty: 6124.413086
	Iteration 36Q: 3 clusters Score -2.931319e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223099 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -29313154.000000 Penalty: 6124.413086
	Iteration 37Q: 3 clusters Score -2.931315e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223664 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -29313168.000000 Penalty: 6124.413086
	Iteration 38Q: 3 clusters Score -2.931317e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224136 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -29313222.000000 Penalty: 6124.413086
	Iteration 39Q: 3 clusters Score -2.931322e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224496 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -29313760.000000 Penalty: 6124.413086
	Iteration 40F: 3 clusters Score -2.931376e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225616 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -29313910.000000 Penalty: 6124.413086
	Iteration 41Q: 3 clusters Score -2.931391e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226412 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -29314074.000000 Penalty: 6124.413086
	Iteration 42Q: 3 clusters Score -2.931407e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227001 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -29314068.000000 Penalty: 6124.413086
	Iteration 43Q: 3 clusters Score -2.931407e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227451 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -29314142.000000 Penalty: 6124.413086
	Iteration 44Q: 3 clusters Score -2.931414e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227831 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -29314162.000000 Penalty: 6124.413086
	Iteration 45Q: 3 clusters Score -2.931416e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228106 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -29314120.000000 Penalty: 6124.413086
	Iteration 46Q: 3 clusters Score -2.931412e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228309 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -29314142.000000 Penalty: 6124.413086
	Iteration 47Q: 3 clusters Score -2.931414e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228467 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -29314102.000000 Penalty: 6124.413086
	Iteration 48Q: 3 clusters Score -2.93141e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228593 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -29314106.000000 Penalty: 6124.413086
	Iteration 49Q: 3 clusters Score -2.931411e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228691 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -29314054.000000 Penalty: 6124.413086
	Iteration 50Q: 3 clusters Score -2.931405e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228777 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -29314006.000000 Penalty: 6124.413086
	Iteration 51Q: 3 clusters Score -2.931401e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228847 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -29314062.000000 Penalty: 6124.413086
	Iteration 52Q: 3 clusters Score -2.931406e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228921 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -29314042.000000 Penalty: 6124.413086
	Iteration 53Q: 3 clusters Score -2.931404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228991 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -29314056.000000 Penalty: 6124.413086
	Iteration 54Q: 3 clusters Score -2.931406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229046 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -29314020.000000 Penalty: 6124.413086
	Iteration 55Q: 3 clusters Score -2.931402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229089 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -29314004.000000 Penalty: 6124.413086
	Iteration 56Q: 3 clusters Score -2.9314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229123 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -29313970.000000 Penalty: 6124.413086
	Iteration 57Q: 3 clusters Score -2.931397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229161 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -29313962.000000 Penalty: 6124.413086
	Iteration 58Q: 3 clusters Score -2.931396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229192 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -29313930.000000 Penalty: 6124.413086
	Iteration 59Q: 3 clusters Score -2.931393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229223 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -29313926.000000 Penalty: 6124.413086
	Iteration 60F: 3 clusters Score -2.931393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229255 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29313902.000000 Penalty: 6124.413086
	Iteration 61Q: 3 clusters Score -2.93139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229284 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29313880.000000 Penalty: 6124.413086
	Iteration 62Q: 3 clusters Score -2.931388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29313864.000000 Penalty: 6124.413086
	Iteration 63Q: 3 clusters Score -2.931386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229318 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29313870.000000 Penalty: 6124.413086
	Iteration 64Q: 3 clusters Score -2.931387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229333 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29313870.000000 Penalty: 6124.413086
	Iteration 65Q: 3 clusters Score -2.931387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -29313872.000000 Penalty: 6124.413086
	Iteration 66Q: 3 clusters Score -2.931387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229353 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29313882.000000 Penalty: 6124.413086
	Iteration 67Q: 3 clusters Score -2.931388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229370 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -29313848.000000 Penalty: 6124.413086
	Iteration 68Q: 3 clusters Score -2.931385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229389 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -29313876.000000 Penalty: 6124.413086
	Iteration 69Q: 3 clusters Score -2.931388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229404 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -29313868.000000 Penalty: 6124.413086
	Iteration 70Q: 3 clusters Score -2.931387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229418 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -29313882.000000 Penalty: 6124.413086
	Iteration 71Q: 3 clusters Score -2.931388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229428 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29313858.000000 Penalty: 6124.413086
	Iteration 72Q: 3 clusters Score -2.931386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229436 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -29313874.000000 Penalty: 6124.413086
	Iteration 73Q: 3 clusters Score -2.931387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229444 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -29313864.000000 Penalty: 6124.413086
	Iteration 74Q: 3 clusters Score -2.931386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229450 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -29313880.000000 Penalty: 6124.413086
	Iteration 75Q: 3 clusters Score -2.931388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -29313860.000000 Penalty: 6124.413086
	Iteration 76Q: 3 clusters Score -2.931386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229463 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -29313850.000000 Penalty: 6124.413086
	Iteration 77Q: 3 clusters Score -2.931385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229466 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29313856.000000 Penalty: 6124.413086
	Iteration 78Q: 3 clusters Score -2.931386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -29313870.000000 Penalty: 6124.413086
	Iteration 79Q: 3 clusters Score -2.931387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229475 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29313858.000000 Penalty: 6124.413086
	Iteration 80F: 3 clusters Score -2.931386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229478 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29313850.000000 Penalty: 6124.413086
	Iteration 81Q: 3 clusters Score -2.931385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229484 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -29313856.000000 Penalty: 6124.413086
	Iteration 82Q: 3 clusters Score -2.931386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229490 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -29313852.000000 Penalty: 6124.413086
	Iteration 83Q: 3 clusters Score -2.931385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229495 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -29313856.000000 Penalty: 6124.413086
	Iteration 84Q: 3 clusters Score -2.931386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229497 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -29313860.000000 Penalty: 6124.413086
	Iteration 85Q: 3 clusters Score -2.931386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229498 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -29313862.000000 Penalty: 6124.413086
	Iteration 86Q: 3 clusters Score -2.931386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229498 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -29313862.000000 Penalty: 6124.413086
	Iteration 87F: 3 clusters Score -2.931386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Entering Unmasked Estep 
Score: -3427811.750000 Penalty: 2534.969238
	Iteration 0F: 2 clusters Score -3427812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3408804.500000 Penalty: 5069.938477
	Iteration 0F: 3 clusters Score -3408804 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3415489.250000 Penalty: 5069.938477
	Iteration 1F: 3 clusters Score -3415489 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3415971.500000 Penalty: 5069.938477
	Iteration 2F: 3 clusters Score -3415972 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3416385.500000 Penalty: 5069.938477
	Iteration 3Q: 3 clusters Score -3416386 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3416749.250000 Penalty: 5069.938477
	Iteration 4Q: 3 clusters Score -3416749 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3417182.250000 Penalty: 5069.938477
	Iteration 5Q: 3 clusters Score -3417182 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3417669.000000 Penalty: 5069.938477
	Iteration 6Q: 3 clusters Score -3417669 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3418284.250000 Penalty: 5069.938477
	Iteration 7Q: 3 clusters Score -3418284 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3419039.750000 Penalty: 5069.938477
	Iteration 8Q: 3 clusters Score -3419040 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3419973.500000 Penalty: 5069.938477
	Iteration 9F: 3 clusters Score -3419974 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3420988.500000 Penalty: 5069.938477
	Iteration 10F: 3 clusters Score -3420988 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3422093.500000 Penalty: 5069.938477
	Iteration 11Q: 3 clusters Score -3422094 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3423139.000000 Penalty: 5069.938477
	Iteration 12Q: 3 clusters Score -3423139 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3423857.250000 Penalty: 5069.938477
	Iteration 13Q: 3 clusters Score -3423857 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3424369.250000 Penalty: 5069.938477
	Iteration 14Q: 3 clusters Score -3424369 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3424668.250000 Penalty: 5069.938477
	Iteration 15Q: 3 clusters Score -3424668 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3424890.000000 Penalty: 5069.938477
	Iteration 16Q: 3 clusters Score -3424890 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3425072.250000 Penalty: 5069.938477
	Iteration 17Q: 3 clusters Score -3425072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3425196.500000 Penalty: 5069.938477
	Iteration 18Q: 3 clusters Score -3425196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3425295.750000 Penalty: 5069.938477
	Iteration 19Q: 3 clusters Score -3425296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3425382.500000 Penalty: 5069.938477
	Iteration 20F: 3 clusters Score -3425382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3425452.000000 Penalty: 5069.938477
	Iteration 21Q: 3 clusters Score -3425452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3425525.750000 Penalty: 5069.938477
	Iteration 22Q: 3 clusters Score -3425526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3425563.750000 Penalty: 5069.938477
	Iteration 23Q: 3 clusters Score -3425564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3425611.500000 Penalty: 5069.938477
	Iteration 24Q: 3 clusters Score -3425612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3425660.750000 Penalty: 5069.938477
	Iteration 25Q: 3 clusters Score -3425661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3425683.500000 Penalty: 5069.938477
	Iteration 26Q: 3 clusters Score -3425684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3425708.000000 Penalty: 5069.938477
	Iteration 27Q: 3 clusters Score -3425708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3425721.250000 Penalty: 5069.938477
	Iteration 28Q: 3 clusters Score -3425721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3425723.000000 Penalty: 5069.938477
	Iteration 29Q: 3 clusters Score -3425723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3425723.000000 Penalty: 5069.938477
	Iteration 30Q: 3 clusters Score -3425723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3425723.000000 Penalty: 5069.938477
	Iteration 31Q: 3 clusters Score -3425723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3425728.000000 Penalty: 5069.938477
	Iteration 32Q: 3 clusters Score -3425728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3425730.750000 Penalty: 5069.938477
	Iteration 33Q: 3 clusters Score -3425731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3425730.750000 Penalty: 5069.938477
	Iteration 34Q: 3 clusters Score -3425731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3425739.000000 Penalty: 5069.938477
	Iteration 35Q: 3 clusters Score -3425739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3425740.500000 Penalty: 5069.938477
	Iteration 36Q: 3 clusters Score -3425740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3425748.500000 Penalty: 5069.938477
	Iteration 37Q: 3 clusters Score -3425748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3425749.000000 Penalty: 5069.938477
	Iteration 38Q: 3 clusters Score -3425749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3425752.750000 Penalty: 5069.938477
	Iteration 39Q: 3 clusters Score -3425753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3425758.250000 Penalty: 5069.938477
	Iteration 40F: 3 clusters Score -3425758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3425757.000000 Penalty: 5069.938477
	Iteration 41Q: 3 clusters Score -3425757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3425757.000000 Penalty: 5069.938477
	Iteration 42F: 3 clusters Score -3425757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Entering Unmasked Estep 
Score: -2279157.000000 Penalty: 2423.246582
	Iteration 0F: 2 clusters Score -2279157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2266694.750000 Penalty: 4846.493164
	Iteration 0F: 3 clusters Score -2266695 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2270662.000000 Penalty: 4846.493164
	Iteration 1F: 3 clusters Score -2270662 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2270978.750000 Penalty: 4846.493164
	Iteration 2F: 3 clusters Score -2270979 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2271256.000000 Penalty: 4846.493164
	Iteration 3Q: 3 clusters Score -2271256 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2271481.000000 Penalty: 4846.493164
	Iteration 4Q: 3 clusters Score -2271481 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2271686.750000 Penalty: 4846.493164
	Iteration 5Q: 3 clusters Score -2271687 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2271872.500000 Penalty: 4846.493164
	Iteration 6Q: 3 clusters Score -2271872 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2272073.250000 Penalty: 4846.493164
	Iteration 7Q: 3 clusters Score -2272073 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2272326.250000 Penalty: 4846.493164
	Iteration 8Q: 3 clusters Score -2272326 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2272650.000000 Penalty: 4846.493164
	Iteration 9Q: 3 clusters Score -2272650 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2273096.500000 Penalty: 4846.493164
	Iteration 10Q: 3 clusters Score -2273096 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2273698.750000 Penalty: 4846.493164
	Iteration 11F: 3 clusters Score -2273699 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2274372.000000 Penalty: 4846.493164
	Iteration 12F: 3 clusters Score -2274372 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2275111.750000 Penalty: 4846.493164
	Iteration 13F: 3 clusters Score -2275112 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2275808.000000 Penalty: 4846.493164
	Iteration 14Q: 3 clusters Score -2275808 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2276305.750000 Penalty: 4846.493164
	Iteration 15Q: 3 clusters Score -2276306 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2276621.750000 Penalty: 4846.493164
	Iteration 16Q: 3 clusters Score -2276622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2276802.500000 Penalty: 4846.493164
	Iteration 17Q: 3 clusters Score -2276802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2276894.000000 Penalty: 4846.493164
	Iteration 18Q: 3 clusters Score -2276894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2276964.500000 Penalty: 4846.493164
	Iteration 19Q: 3 clusters Score -2276964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2277013.500000 Penalty: 4846.493164
	Iteration 20F: 3 clusters Score -2277014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2277046.000000 Penalty: 4846.493164
	Iteration 21Q: 3 clusters Score -2277046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2277064.500000 Penalty: 4846.493164
	Iteration 22Q: 3 clusters Score -2277064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2277072.750000 Penalty: 4846.493164
	Iteration 23Q: 3 clusters Score -2277073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2277077.500000 Penalty: 4846.493164
	Iteration 24Q: 3 clusters Score -2277078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2277078.250000 Penalty: 4846.493164
	Iteration 25Q: 3 clusters Score -2277078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2277078.250000 Penalty: 4846.493164
	Iteration 26F: 3 clusters Score -2277078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (231750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231750 members 
Entering Unmasked Estep 
Score: -29659230.000000 Penalty: 3063.646729
	Iteration 0F: 2 clusters Score -2.965923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -29559526.000000 Penalty: 6127.293457
	Iteration 0F: 3 clusters Score -2.955953e+07 nChanged 111835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122610 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -29625760.000000 Penalty: 6127.293457
	Iteration 1F: 3 clusters Score -2.962576e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -29627620.000000 Penalty: 6127.293457
	Iteration 2Q: 3 clusters Score -2.962762e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -29630702.000000 Penalty: 6127.293457
	Iteration 3Q: 3 clusters Score -2.96307e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -29635050.000000 Penalty: 6127.293457
	Iteration 4F: 3 clusters Score -2.963505e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159015 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -29640444.000000 Penalty: 6127.293457
	Iteration 5F: 3 clusters Score -2.964044e+07 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -29645198.000000 Penalty: 6127.293457
	Iteration 6F: 3 clusters Score -2.96452e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -29646568.000000 Penalty: 6127.293457
	Iteration 7F: 3 clusters Score -2.964657e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -29647692.000000 Penalty: 6127.293457
	Iteration 8F: 3 clusters Score -2.964769e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209593 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -29649090.000000 Penalty: 6127.293457
	Iteration 9Q: 3 clusters Score -2.964909e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215964 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -29650978.000000 Penalty: 6127.293457
	Iteration 10Q: 3 clusters Score -2.965098e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -29652672.000000 Penalty: 6127.293457
	Iteration 11Q: 3 clusters Score -2.965267e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224206 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -29654180.000000 Penalty: 6127.293457
	Iteration 12Q: 3 clusters Score -2.965418e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226562 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -29655440.000000 Penalty: 6127.293457
	Iteration 13Q: 3 clusters Score -2.965544e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228130 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -29656094.000000 Penalty: 6127.293457
	Iteration 14Q: 3 clusters Score -2.965609e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229113 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -29656490.000000 Penalty: 6127.293457
	Iteration 15Q: 3 clusters Score -2.965649e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229662 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -29656800.000000 Penalty: 6127.293457
	Iteration 16Q: 3 clusters Score -2.96568e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229992 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -29656946.000000 Penalty: 6127.293457
	Iteration 17Q: 3 clusters Score -2.965695e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230200 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -29657000.000000 Penalty: 6127.293457
	Iteration 18Q: 3 clusters Score -2.9657e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230334 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29657050.000000 Penalty: 6127.293457
	Iteration 19Q: 3 clusters Score -2.965705e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230424 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -29657090.000000 Penalty: 6127.293457
	Iteration 20F: 3 clusters Score -2.965709e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230494 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -29657168.000000 Penalty: 6127.293457
	Iteration 21Q: 3 clusters Score -2.965717e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230551 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -29657144.000000 Penalty: 6127.293457
	Iteration 22Q: 3 clusters Score -2.965714e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -29657182.000000 Penalty: 6127.293457
	Iteration 23Q: 3 clusters Score -2.965718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230624 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -29657272.000000 Penalty: 6127.293457
	Iteration 24Q: 3 clusters Score -2.965727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230647 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29657294.000000 Penalty: 6127.293457
	Iteration 25Q: 3 clusters Score -2.965729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -29657314.000000 Penalty: 6127.293457
	Iteration 26Q: 3 clusters Score -2.965731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230679 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -29657334.000000 Penalty: 6127.293457
	Iteration 27Q: 3 clusters Score -2.965733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230693 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29657346.000000 Penalty: 6127.293457
	Iteration 28Q: 3 clusters Score -2.965735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -29657368.000000 Penalty: 6127.293457
	Iteration 29Q: 3 clusters Score -2.965737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230712 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -29657356.000000 Penalty: 6127.293457
	Iteration 30Q: 3 clusters Score -2.965736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230727 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -29657360.000000 Penalty: 6127.293457
	Iteration 31Q: 3 clusters Score -2.965736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230738 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -29657368.000000 Penalty: 6127.293457
	Iteration 32Q: 3 clusters Score -2.965737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230746 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -29657364.000000 Penalty: 6127.293457
	Iteration 33Q: 3 clusters Score -2.965736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230752 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -29657372.000000 Penalty: 6127.293457
	Iteration 34Q: 3 clusters Score -2.965737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230758 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -29657376.000000 Penalty: 6127.293457
	Iteration 35Q: 3 clusters Score -2.965738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230761 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -29657392.000000 Penalty: 6127.293457
	Iteration 36Q: 3 clusters Score -2.965739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -29657382.000000 Penalty: 6127.293457
	Iteration 37Q: 3 clusters Score -2.965738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -29657398.000000 Penalty: 6127.293457
	Iteration 38Q: 3 clusters Score -2.96574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230764 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -29657380.000000 Penalty: 6127.293457
	Iteration 39Q: 3 clusters Score -2.965738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230762 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -29657388.000000 Penalty: 6127.293457
	Iteration 40F: 3 clusters Score -2.965739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230765 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -29657378.000000 Penalty: 6127.293457
	Iteration 41Q: 3 clusters Score -2.965738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230768 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -29657376.000000 Penalty: 6127.293457
	Iteration 42Q: 3 clusters Score -2.965738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29657378.000000 Penalty: 6127.293457
	Iteration 43Q: 3 clusters Score -2.965738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230768 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -29657386.000000 Penalty: 6127.293457
	Iteration 44Q: 3 clusters Score -2.965739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230767 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -29657374.000000 Penalty: 6127.293457
	Iteration 45Q: 3 clusters Score -2.965737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230767 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -29657374.000000 Penalty: 6127.293457
	Iteration 46F: 3 clusters Score -2.965737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 50167 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 188778 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 19 contains 230408 members 
Mstep: Class 21 contains 27492 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 231750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048840.000000 Penalty: 68135.867188
Iteration 79Q: 21 clusters Score -1.160488e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 27627 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 46489 members 
Mstep: Class 8 contains 16259 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 50282 members 
Mstep: Class 11 contains 1468 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 189387 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 19 contains 229763 members 
Mstep: Class 21 contains 27240 members 
Mstep: Class 22 contains 17604 members 
Mstep: Class 23 contains 232117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050736.000000 Penalty: 68135.867188
Iteration 80F: 21 clusters Score -1.160507e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27593 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 47287 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 50093 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 189141 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 19 contains 228230 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 17658 members 
Mstep: Class 23 contains 232180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052376.000000 Penalty: 68135.867188
Iteration 81Q: 21 clusters Score -1.160524e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27628 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 47786 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 49989 members 
Mstep: Class 11 contains 1989 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 188913 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 19 contains 227196 members 
Mstep: Class 21 contains 26656 members 
Mstep: Class 22 contains 17721 members 
Mstep: Class 23 contains 232250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052888.000000 Penalty: 68135.867188
Iteration 82Q: 21 clusters Score -1.160529e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 2382 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27677 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 48151 members 
Mstep: Class 8 contains 16224 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 49957 members 
Mstep: Class 11 contains 2134 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3399 members 
Mstep: Class 16 contains 188787 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 19 contains 226230 members 
Mstep: Class 21 contains 26380 members 
Mstep: Class 22 contains 17782 members 
Mstep: Class 23 contains 232349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053072.000000 Penalty: 68135.867188
Iteration 83Q: 21 clusters Score -1.160531e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27757 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 48425 members 
Mstep: Class 8 contains 16221 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 49970 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 188659 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 19 contains 225330 members 
Mstep: Class 21 contains 26168 members 
Mstep: Class 22 contains 17834 members 
Mstep: Class 23 contains 232458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053072.000000 Penalty: 68135.867188
Iteration 84Q: 21 clusters Score -1.160531e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 48639 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 49999 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 188615 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 19 contains 224554 members 
Mstep: Class 21 contains 25974 members 
Mstep: Class 22 contains 17873 members 
Mstep: Class 23 contains 232531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053344.000000 Penalty: 68135.867188
Iteration 85Q: 21 clusters Score -1.160533e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 27981 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 48811 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50024 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 188560 members 
Mstep: Class 17 contains 1184 members 
Mstep: Class 19 contains 223853 members 
Mstep: Class 21 contains 25796 members 
Mstep: Class 22 contains 17914 members 
Mstep: Class 23 contains 232614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053160.000000 Penalty: 68135.867188
Iteration 86Q: 21 clusters Score -1.160532e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28094 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 48939 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50046 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 188512 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 223202 members 
Mstep: Class 21 contains 25617 members 
Mstep: Class 22 contains 17954 members 
Mstep: Class 23 contains 232719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052936.000000 Penalty: 68135.867188
Iteration 87Q: 21 clusters Score -1.160529e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28180 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 16241 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50079 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 188518 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 19 contains 222518 members 
Mstep: Class 21 contains 25437 members 
Mstep: Class 22 contains 17993 members 
Mstep: Class 23 contains 232850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052552.000000 Penalty: 68135.867188
Iteration 88Q: 21 clusters Score -1.160526e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28266 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 49188 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50119 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 188554 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 221848 members 
Mstep: Class 21 contains 25256 members 
Mstep: Class 22 contains 18025 members 
Mstep: Class 23 contains 232999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052520.000000 Penalty: 68135.867188
Iteration 89Q: 21 clusters Score -1.160525e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28388 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 49290 members 
Mstep: Class 8 contains 16275 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50136 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 188576 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 19 contains 221194 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 233152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052504.000000 Penalty: 68135.867188
Iteration 90Q: 21 clusters Score -1.160525e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28493 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 49364 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50173 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 188654 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 220545 members 
Mstep: Class 21 contains 24936 members 
Mstep: Class 22 contains 18079 members 
Mstep: Class 23 contains 233308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052112.000000 Penalty: 68135.867188
Iteration 91Q: 21 clusters Score -1.160521e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28604 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 49432 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50194 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 188771 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 219890 members 
Mstep: Class 21 contains 24785 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 233472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051944.000000 Penalty: 68135.867188
Iteration 92Q: 21 clusters Score -1.160519e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28720 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 49497 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50238 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 188926 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 219233 members 
Mstep: Class 21 contains 24628 members 
Mstep: Class 22 contains 18157 members 
Mstep: Class 23 contains 233617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052048.000000 Penalty: 68135.867188
Iteration 93Q: 21 clusters Score -1.16052e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28829 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 49557 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50287 members 
Mstep: Class 11 contains 2538 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 189057 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 19 contains 218610 members 
Mstep: Class 21 contains 24484 members 
Mstep: Class 22 contains 18205 members 
Mstep: Class 23 contains 233748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051896.000000 Penalty: 68135.867188
Iteration 94Q: 21 clusters Score -1.160519e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 28924 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 49584 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50327 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 189246 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 19 contains 217958 members 
Mstep: Class 21 contains 24334 members 
Mstep: Class 22 contains 18252 members 
Mstep: Class 23 contains 233904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051112.000000 Penalty: 68135.867188
Iteration 95Q: 21 clusters Score -1.160511e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29033 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 49620 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50374 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4014 members 
Mstep: Class 16 contains 189444 members 
Mstep: Class 17 contains 1210 members 
Mstep: Class 19 contains 217274 members 
Mstep: Class 21 contains 24199 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 234072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051272.000000 Penalty: 68135.867188
Iteration 96Q: 21 clusters Score -1.160513e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29124 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 49640 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 189581 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 19 contains 216684 members 
Mstep: Class 21 contains 24058 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 23 contains 234221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051008.000000 Penalty: 68135.867188
Iteration 97Q: 21 clusters Score -1.16051e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29217 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 49662 members 
Mstep: Class 8 contains 16359 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50504 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 189680 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 19 contains 216157 members 
Mstep: Class 21 contains 23925 members 
Mstep: Class 22 contains 18376 members 
Mstep: Class 23 contains 234379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051072.000000 Penalty: 68135.867188
Iteration 98Q: 21 clusters Score -1.160511e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29295 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 49669 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 50568 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 189755 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 19 contains 215662 members 
Mstep: Class 21 contains 23784 members 
Mstep: Class 22 contains 18413 members 
Mstep: Class 23 contains 234546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050928.000000 Penalty: 68135.867188
Iteration 99Q: 21 clusters Score -1.160509e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29397 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 49676 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50651 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 16 contains 189804 members 
Mstep: Class 17 contains 1205 members 
Mstep: Class 19 contains 215105 members 
Mstep: Class 21 contains 23644 members 
Mstep: Class 22 contains 18444 members 
Mstep: Class 23 contains 234710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050952.000000 Penalty: 68135.867188
Iteration 100F: 21 clusters Score -1.16051e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 5247 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 49691 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50718 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 189921 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 19 contains 214527 members 
Mstep: Class 21 contains 23507 members 
Mstep: Class 22 contains 18481 members 
Mstep: Class 23 contains 234860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050864.000000 Penalty: 68135.867188
Iteration 101Q: 21 clusters Score -1.160509e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 49701 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50777 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4111 members 
Mstep: Class 16 contains 190078 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 19 contains 213914 members 
Mstep: Class 21 contains 23379 members 
Mstep: Class 22 contains 18505 members 
Mstep: Class 23 contains 234999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050656.000000 Penalty: 68135.867188
Iteration 102Q: 21 clusters Score -1.160507e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29630 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49699 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50842 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 190249 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 19 contains 213291 members 
Mstep: Class 21 contains 23242 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 235150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050368.000000 Penalty: 68135.867188
Iteration 103Q: 21 clusters Score -1.160504e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 49698 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50897 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 190405 members 
Mstep: Class 17 contains 1223 members 
Mstep: Class 19 contains 212702 members 
Mstep: Class 21 contains 23106 members 
Mstep: Class 22 contains 18580 members 
Mstep: Class 23 contains 235271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050416.000000 Penalty: 68135.867188
Iteration 104Q: 21 clusters Score -1.160504e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49713 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 50949 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4164 members 
Mstep: Class 16 contains 190571 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 19 contains 212124 members 
Mstep: Class 21 contains 22973 members 
Mstep: Class 22 contains 18610 members 
Mstep: Class 23 contains 235406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050056.000000 Penalty: 68135.867188
Iteration 105Q: 21 clusters Score -1.160501e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 5143 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29843 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49715 members 
Mstep: Class 8 contains 16421 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 51005 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 16 contains 190709 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 211574 members 
Mstep: Class 21 contains 22853 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 235511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050184.000000 Penalty: 68135.867188
Iteration 106Q: 21 clusters Score -1.160502e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 29949 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49718 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 51061 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 16 contains 190793 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 211065 members 
Mstep: Class 21 contains 22730 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 235635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050312.000000 Penalty: 68135.867188
Iteration 107Q: 21 clusters Score -1.160503e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30049 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49721 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 51129 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 190915 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 19 contains 210546 members 
Mstep: Class 21 contains 22591 members 
Mstep: Class 22 contains 18665 members 
Mstep: Class 23 contains 235762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050568.000000 Penalty: 68135.867188
Iteration 108Q: 21 clusters Score -1.160506e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30123 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49726 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 51172 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 16 contains 191041 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 19 contains 210052 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 18673 members 
Mstep: Class 23 contains 235869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050336.000000 Penalty: 68135.867188
Iteration 109Q: 21 clusters Score -1.160503e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30202 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49738 members 
Mstep: Class 8 contains 16510 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 51233 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 191163 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 209524 members 
Mstep: Class 21 contains 22362 members 
Mstep: Class 22 contains 18685 members 
Mstep: Class 23 contains 235976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050264.000000 Penalty: 68135.867188
Iteration 110Q: 21 clusters Score -1.160503e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30279 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49736 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 51291 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 191285 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 208958 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 18705 members 
Mstep: Class 23 contains 236084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050408.000000 Penalty: 68135.867188
Iteration 111Q: 21 clusters Score -1.160504e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30356 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49739 members 
Mstep: Class 8 contains 16565 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 51347 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 191382 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 208415 members 
Mstep: Class 21 contains 22197 members 
Mstep: Class 22 contains 18726 members 
Mstep: Class 23 contains 236180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050344.000000 Penalty: 68135.867188
Iteration 112Q: 21 clusters Score -1.160503e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30425 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49736 members 
Mstep: Class 8 contains 16579 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 51394 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 191435 members 
Mstep: Class 17 contains 1209 members 
Mstep: Class 19 contains 207986 members 
Mstep: Class 21 contains 22131 members 
Mstep: Class 22 contains 18748 members 
Mstep: Class 23 contains 236265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050824.000000 Penalty: 68135.867188
Iteration 113Q: 21 clusters Score -1.160508e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 2674 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30504 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 51435 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 191479 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 19 contains 207564 members 
Mstep: Class 21 contains 22051 members 
Mstep: Class 22 contains 18772 members 
Mstep: Class 23 contains 236363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050752.000000 Penalty: 68135.867188
Iteration 114Q: 21 clusters Score -1.160508e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30583 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49735 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 51480 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 191502 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 19 contains 207196 members 
Mstep: Class 21 contains 21995 members 
Mstep: Class 22 contains 18797 members 
Mstep: Class 23 contains 236411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050616.000000 Penalty: 68135.867188
Iteration 115Q: 21 clusters Score -1.160506e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30666 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49741 members 
Mstep: Class 8 contains 16615 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51517 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 191468 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 19 contains 206911 members 
Mstep: Class 21 contains 21926 members 
Mstep: Class 22 contains 18808 members 
Mstep: Class 23 contains 236454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050672.000000 Penalty: 68135.867188
Iteration 116Q: 21 clusters Score -1.160507e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30735 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49752 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51549 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 191480 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 19 contains 206615 members 
Mstep: Class 21 contains 21843 members 
Mstep: Class 22 contains 18828 members 
Mstep: Class 23 contains 236512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050536.000000 Penalty: 68135.867188
Iteration 117Q: 21 clusters Score -1.160505e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 4863 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30808 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49759 members 
Mstep: Class 8 contains 16649 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51586 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 191441 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 19 contains 206376 members 
Mstep: Class 21 contains 21769 members 
Mstep: Class 22 contains 18852 members 
Mstep: Class 23 contains 236567 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 21 clusters Score -1.160507e+08 nChanged 964
Entering ConstructFrom: 
Score: -116050672.000000 Penalty: 68135.867188
Entering ConstructFrom: 
Trying to split cluster 1 (79751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Entering Unmasked Estep 
Score: -10270920.000000 Penalty: 2799.093018
	Iteration 0F: 2 clusters Score -1.027092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -10217770.000000 Penalty: 5598.186035
	Iteration 0F: 3 clusters Score -1.021777e+07 nChanged 37302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -10238566.000000 Penalty: 5598.186035
	Iteration 1F: 3 clusters Score -1.023857e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -10239345.000000 Penalty: 5598.186035
	Iteration 2Q: 3 clusters Score -1.023934e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -10240297.000000 Penalty: 5598.186035
	Iteration 3Q: 3 clusters Score -1.02403e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -10241929.000000 Penalty: 5598.186035
	Iteration 4Q: 3 clusters Score -1.024193e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -10244507.000000 Penalty: 5598.186035
	Iteration 5F: 3 clusters Score -1.024451e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -10248680.000000 Penalty: 5598.186035
	Iteration 6F: 3 clusters Score -1.024868e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -10253845.000000 Penalty: 5598.186035
	Iteration 7F: 3 clusters Score -1.025384e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -10259247.000000 Penalty: 5598.186035
	Iteration 8F: 3 clusters Score -1.025925e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -10263529.000000 Penalty: 5598.186035
	Iteration 9F: 3 clusters Score -1.026353e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -10266035.000000 Penalty: 5598.186035
	Iteration 10Q: 3 clusters Score -1.026604e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -10267351.000000 Penalty: 5598.186035
	Iteration 11Q: 3 clusters Score -1.026735e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -10267921.000000 Penalty: 5598.186035
	Iteration 12Q: 3 clusters Score -1.026792e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -10268171.000000 Penalty: 5598.186035
	Iteration 13Q: 3 clusters Score -1.026817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10268318.000000 Penalty: 5598.186035
	Iteration 14Q: 3 clusters Score -1.026832e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10268380.000000 Penalty: 5598.186035
	Iteration 15Q: 3 clusters Score -1.026838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -10268408.000000 Penalty: 5598.186035
	Iteration 16Q: 3 clusters Score -1.026841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -10268443.000000 Penalty: 5598.186035
	Iteration 17Q: 3 clusters Score -1.026844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -10268472.000000 Penalty: 5598.186035
	Iteration 18Q: 3 clusters Score -1.026847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -10268493.000000 Penalty: 5598.186035
	Iteration 19Q: 3 clusters Score -1.026849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -10268499.000000 Penalty: 5598.186035
	Iteration 20F: 3 clusters Score -1.02685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -10268502.000000 Penalty: 5598.186035
	Iteration 21Q: 3 clusters Score -1.02685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -10268517.000000 Penalty: 5598.186035
	Iteration 22Q: 3 clusters Score -1.026852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10268519.000000 Penalty: 5598.186035
	Iteration 23Q: 3 clusters Score -1.026852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10268514.000000 Penalty: 5598.186035
	Iteration 24Q: 3 clusters Score -1.026851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10268524.000000 Penalty: 5598.186035
	Iteration 25Q: 3 clusters Score -1.026852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10268521.000000 Penalty: 5598.186035
	Iteration 26Q: 3 clusters Score -1.026852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10268521.000000 Penalty: 5598.186035
	Iteration 27F: 3 clusters Score -1.026852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -641527.687500 Penalty: 2103.633789
	Iteration 0F: 2 clusters Score -641527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -637105.187500 Penalty: 4207.267578
	Iteration 0F: 3 clusters Score -637105.2 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -638138.125000 Penalty: 4207.267578
	Iteration 1F: 3 clusters Score -638138.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -638312.875000 Penalty: 4207.267578
	Iteration 2F: 3 clusters Score -638312.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -638413.125000 Penalty: 4207.267578
	Iteration 3Q: 3 clusters Score -638413.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -638467.687500 Penalty: 4207.267578
	Iteration 4Q: 3 clusters Score -638467.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -638505.000000 Penalty: 4207.267578
	Iteration 5Q: 3 clusters Score -638505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -638524.500000 Penalty: 4207.267578
	Iteration 6Q: 3 clusters Score -638524.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -638539.312500 Penalty: 4207.267578
	Iteration 7Q: 3 clusters Score -638539.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -638550.250000 Penalty: 4207.267578
	Iteration 8Q: 3 clusters Score -638550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -638557.562500 Penalty: 4207.267578
	Iteration 9Q: 3 clusters Score -638557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -638566.312500 Penalty: 4207.267578
	Iteration 10Q: 3 clusters Score -638566.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -638572.500000 Penalty: 4207.267578
	Iteration 11Q: 3 clusters Score -638572.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -638578.750000 Penalty: 4207.267578
	Iteration 12Q: 3 clusters Score -638578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -638583.250000 Penalty: 4207.267578
	Iteration 13Q: 3 clusters Score -638583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -638587.750000 Penalty: 4207.267578
	Iteration 14Q: 3 clusters Score -638587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -638591.437500 Penalty: 4207.267578
	Iteration 15Q: 3 clusters Score -638591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -638595.500000 Penalty: 4207.267578
	Iteration 16Q: 3 clusters Score -638595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -638600.375000 Penalty: 4207.267578
	Iteration 17Q: 3 clusters Score -638600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -638603.625000 Penalty: 4207.267578
	Iteration 18Q: 3 clusters Score -638603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -638606.562500 Penalty: 4207.267578
	Iteration 19Q: 3 clusters Score -638606.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -638610.625000 Penalty: 4207.267578
	Iteration 20F: 3 clusters Score -638610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -638611.687500 Penalty: 4207.267578
	Iteration 21Q: 3 clusters Score -638611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -638613.437500 Penalty: 4207.267578
	Iteration 22Q: 3 clusters Score -638613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -638615.875000 Penalty: 4207.267578
	Iteration 23Q: 3 clusters Score -638615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -638616.437500 Penalty: 4207.267578
	Iteration 24Q: 3 clusters Score -638616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -638617.812500 Penalty: 4207.267578
	Iteration 25Q: 3 clusters Score -638617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -638616.687500 Penalty: 4207.267578
	Iteration 26Q: 3 clusters Score -638616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -638618.625000 Penalty: 4207.267578
	Iteration 27Q: 3 clusters Score -638618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -638619.062500 Penalty: 4207.267578
	Iteration 28Q: 3 clusters Score -638619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -638618.562500 Penalty: 4207.267578
	Iteration 29Q: 3 clusters Score -638618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -638618.562500 Penalty: 4207.267578
	Iteration 30F: 3 clusters Score -638618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -340804.406250 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -340804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -337742.687500 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -337742.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338307.000000 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -338307 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -338449.968750 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -338450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338517.968750 Penalty: 3916.690186
	Iteration 3Q: 3 clusters Score -338518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -338556.187500 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -338556.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -338585.437500 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -338585.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -338604.500000 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -338604.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -338625.218750 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -338625.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -338649.437500 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -338649.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -338674.968750 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -338675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338691.562500 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -338691.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -338704.687500 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -338704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -338715.625000 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -338715.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -338724.781250 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -338724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -338733.656250 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -338733.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -338740.906250 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -338740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -338751.031250 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -338751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -338760.281250 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -338760.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -338768.718750 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -338768.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -338774.750000 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -338774.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338779.687500 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -338779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -338786.062500 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -338786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -338794.031250 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -338794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -338801.593750 Penalty: 3916.690186
	Iteration 23Q: 3 clusters Score -338801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -338808.968750 Penalty: 3916.690186
	Iteration 24Q: 3 clusters Score -338809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -338815.562500 Penalty: 3916.690186
	Iteration 25Q: 3 clusters Score -338815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -338822.218750 Penalty: 3916.690186
	Iteration 26Q: 3 clusters Score -338822.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -338830.281250 Penalty: 3916.690186
	Iteration 27Q: 3 clusters Score -338830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -338839.937500 Penalty: 3916.690186
	Iteration 28Q: 3 clusters Score -338839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -338846.875000 Penalty: 3916.690186
	Iteration 29Q: 3 clusters Score -338846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -338851.875000 Penalty: 3916.690186
	Iteration 30Q: 3 clusters Score -338851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -338858.468750 Penalty: 3916.690186
	Iteration 31Q: 3 clusters Score -338858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -338864.562500 Penalty: 3916.690186
	Iteration 32Q: 3 clusters Score -338864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -338870.906250 Penalty: 3916.690186
	Iteration 33Q: 3 clusters Score -338870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -338874.906250 Penalty: 3916.690186
	Iteration 34Q: 3 clusters Score -338874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -338880.937500 Penalty: 3916.690186
	Iteration 35Q: 3 clusters Score -338880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -338883.968750 Penalty: 3916.690186
	Iteration 36Q: 3 clusters Score -338884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -338887.937500 Penalty: 3916.690186
	Iteration 37Q: 3 clusters Score -338887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -338891.031250 Penalty: 3916.690186
	Iteration 38Q: 3 clusters Score -338891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -338894.750000 Penalty: 3916.690186
	Iteration 39Q: 3 clusters Score -338894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -338897.562500 Penalty: 3916.690186
	Iteration 40F: 3 clusters Score -338897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -338900.031250 Penalty: 3916.690186
	Iteration 41Q: 3 clusters Score -338900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338903.437500 Penalty: 3916.690186
	Iteration 42Q: 3 clusters Score -338903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -338907.281250 Penalty: 3916.690186
	Iteration 43Q: 3 clusters Score -338907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -338909.062500 Penalty: 3916.690186
	Iteration 44Q: 3 clusters Score -338909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -338911.656250 Penalty: 3916.690186
	Iteration 45Q: 3 clusters Score -338911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -338913.625000 Penalty: 3916.690186
	Iteration 46Q: 3 clusters Score -338913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -338915.718750 Penalty: 3916.690186
	Iteration 47Q: 3 clusters Score -338915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -338916.062500 Penalty: 3916.690186
	Iteration 48Q: 3 clusters Score -338916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -338917.156250 Penalty: 3916.690186
	Iteration 49Q: 3 clusters Score -338917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -338917.156250 Penalty: 3916.690186
	Iteration 50F: 3 clusters Score -338917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -110723.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -110723.3 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 467 members 
Entering Unmasked Estep 
Score: -108865.289062 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -108865.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109173.179688 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -109173.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109335.117188 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -109335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109400.929688 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -109400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109446.132812 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -109446.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109492.054688 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -109492.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109572.929688 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -109572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109684.828125 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -109684.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109790.273438 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -109790.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109893.476562 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -109893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109926.125000 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -109926.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109939.296875 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -109939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109952.195312 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -109952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109962.093750 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -109962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109968.601562 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -109968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109979.445312 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -109979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109991.828125 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -109991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110008.375000 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -110008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -110023.023438 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -110023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110025.523438 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -110025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110029.101562 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -110029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110034.046875 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -110034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110044.484375 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -110044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110052.804688 Penalty: 3382.728027
	Iteration 23Q: 3 clusters Score -110052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110057.054688 Penalty: 3382.728027
	Iteration 24Q: 3 clusters Score -110057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110063.257812 Penalty: 3382.728027
	Iteration 25Q: 3 clusters Score -110063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110066.718750 Penalty: 3382.728027
	Iteration 26Q: 3 clusters Score -110066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110071.859375 Penalty: 3382.728027
	Iteration 27Q: 3 clusters Score -110071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110074.734375 Penalty: 3382.728027
	Iteration 28Q: 3 clusters Score -110074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110077.101562 Penalty: 3382.728027
	Iteration 29Q: 3 clusters Score -110077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110077.101562 Penalty: 3382.728027
	Iteration 30F: 3 clusters Score -110077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Entering Unmasked Estep 
Score: -4008660.250000 Penalty: 2563.758057
	Iteration 0F: 2 clusters Score -4008660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3987404.500000 Penalty: 5127.516113
	Iteration 0F: 3 clusters Score -3987404 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3994905.500000 Penalty: 5127.516113
	Iteration 1F: 3 clusters Score -3994906 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3995462.750000 Penalty: 5127.516113
	Iteration 2Q: 3 clusters Score -3995463 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3996013.000000 Penalty: 5127.516113
	Iteration 3Q: 3 clusters Score -3996013 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3996573.500000 Penalty: 5127.516113
	Iteration 4Q: 3 clusters Score -3996574 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3997263.500000 Penalty: 5127.516113
	Iteration 5Q: 3 clusters Score -3997264 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3997986.500000 Penalty: 5127.516113
	Iteration 6Q: 3 clusters Score -3997986 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3998766.250000 Penalty: 5127.516113
	Iteration 7Q: 3 clusters Score -3998766 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3999698.250000 Penalty: 5127.516113
	Iteration 8Q: 3 clusters Score -3999698 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4000636.000000 Penalty: 5127.516113
	Iteration 9Q: 3 clusters Score -4000636 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4001561.750000 Penalty: 5127.516113
	Iteration 10Q: 3 clusters Score -4001562 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4002395.750000 Penalty: 5127.516113
	Iteration 11Q: 3 clusters Score -4002396 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4003208.250000 Penalty: 5127.516113
	Iteration 12Q: 3 clusters Score -4003208 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4003845.000000 Penalty: 5127.516113
	Iteration 13Q: 3 clusters Score -4003845 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -4004416.750000 Penalty: 5127.516113
	Iteration 14Q: 3 clusters Score -4004417 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4004865.500000 Penalty: 5127.516113
	Iteration 15Q: 3 clusters Score -4004866 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -4005240.250000 Penalty: 5127.516113
	Iteration 16Q: 3 clusters Score -4005240 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4005553.500000 Penalty: 5127.516113
	Iteration 17Q: 3 clusters Score -4005554 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4005790.250000 Penalty: 5127.516113
	Iteration 18Q: 3 clusters Score -4005790 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4005955.750000 Penalty: 5127.516113
	Iteration 19Q: 3 clusters Score -4005956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4006076.750000 Penalty: 5127.516113
	Iteration 20F: 3 clusters Score -4006077 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4006177.750000 Penalty: 5127.516113
	Iteration 21Q: 3 clusters Score -4006178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4006245.000000 Penalty: 5127.516113
	Iteration 22Q: 3 clusters Score -4006245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4006299.000000 Penalty: 5127.516113
	Iteration 23Q: 3 clusters Score -4006299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4006331.750000 Penalty: 5127.516113
	Iteration 24Q: 3 clusters Score -4006332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4006365.750000 Penalty: 5127.516113
	Iteration 25Q: 3 clusters Score -4006366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4006391.250000 Penalty: 5127.516113
	Iteration 26Q: 3 clusters Score -4006391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4006418.250000 Penalty: 5127.516113
	Iteration 27Q: 3 clusters Score -4006418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4006423.250000 Penalty: 5127.516113
	Iteration 28Q: 3 clusters Score -4006423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4006434.750000 Penalty: 5127.516113
	Iteration 29Q: 3 clusters Score -4006435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4006443.500000 Penalty: 5127.516113
	Iteration 30Q: 3 clusters Score -4006444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4006452.000000 Penalty: 5127.516113
	Iteration 31Q: 3 clusters Score -4006452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4006459.000000 Penalty: 5127.516113
	Iteration 32Q: 3 clusters Score -4006459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4006460.750000 Penalty: 5127.516113
	Iteration 33Q: 3 clusters Score -4006461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4006463.750000 Penalty: 5127.516113
	Iteration 34Q: 3 clusters Score -4006464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4006471.500000 Penalty: 5127.516113
	Iteration 35Q: 3 clusters Score -4006472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4006470.000000 Penalty: 5127.516113
	Iteration 36Q: 3 clusters Score -4006470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4006477.250000 Penalty: 5127.516113
	Iteration 37Q: 3 clusters Score -4006477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4006477.000000 Penalty: 5127.516113
	Iteration 38Q: 3 clusters Score -4006477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4006477.000000 Penalty: 5127.516113
	Iteration 39F: 3 clusters Score -4006477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -284799.843750 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -284799.8 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 1138 members 
Entering Unmasked Estep 
Score: -281939.312500 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -281939.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -282444.031250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -282444 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -282568.062500 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -282568.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282643.781250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -282643.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282689.625000 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -282689.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282731.312500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -282731.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282755.937500 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -282755.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282780.312500 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -282780.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282797.093750 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -282797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282809.062500 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -282809.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -282819.156250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -282819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282831.093750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -282831.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282840.906250 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -282840.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282851.750000 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -282851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282864.250000 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -282864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -282876.875000 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -282876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -282887.406250 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -282887.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -282896.250000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -282896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282904.781250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -282904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282908.437500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -282908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -282913.500000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -282913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282917.562500 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -282917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282921.031250 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -282921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282925.093750 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -282925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -282927.625000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -282927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282935.187500 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -282935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -282945.406250 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -282945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282952.750000 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -282952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -282959.218750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -282959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282959.843750 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -282959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282961.718750 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -282961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282963.343750 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -282963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282965.781250 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -282965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282969.406250 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -282969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282970.406250 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -282970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282972.156250 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -282972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282974.218750 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -282974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -282976.250000 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -282976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282977.031250 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -282977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -282978.750000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -282978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282979.781250 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -282979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282980.781250 Penalty: 3850.247559
	Iteration 41Q: 3 clusters Score -282980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282983.000000 Penalty: 3850.247559
	Iteration 42Q: 3 clusters Score -282983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282984.625000 Penalty: 3850.247559
	Iteration 43Q: 3 clusters Score -282984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -282987.437500 Penalty: 3850.247559
	Iteration 44Q: 3 clusters Score -282987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -282990.531250 Penalty: 3850.247559
	Iteration 45Q: 3 clusters Score -282990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -282992.218750 Penalty: 3850.247559
	Iteration 46Q: 3 clusters Score -282992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282993.281250 Penalty: 3850.247559
	Iteration 47Q: 3 clusters Score -282993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282996.156250 Penalty: 3850.247559
	Iteration 48Q: 3 clusters Score -282996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282999.312500 Penalty: 3850.247559
	Iteration 49Q: 3 clusters Score -282999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -283001.343750 Penalty: 3850.247559
	Iteration 50Q: 3 clusters Score -283001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -283001.312500 Penalty: 3850.247559
	Iteration 51Q: 3 clusters Score -283001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -283002.781250 Penalty: 3850.247559
	Iteration 52Q: 3 clusters Score -283002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283002.843750 Penalty: 3850.247559
	Iteration 53Q: 3 clusters Score -283002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283002.843750 Penalty: 3850.247559
	Iteration 54F: 3 clusters Score -283002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Entering Unmasked Estep 
Score: -6205569.000000 Penalty: 2682.096680
	Iteration 0F: 2 clusters Score -6205569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6171884.500000 Penalty: 5364.193359
	Iteration 0F: 3 clusters Score -6171884 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6184951.500000 Penalty: 5364.193359
	Iteration 1F: 3 clusters Score -6184952 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6185577.000000 Penalty: 5364.193359
	Iteration 2Q: 3 clusters Score -6185577 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -6186284.500000 Penalty: 5364.193359
	Iteration 3Q: 3 clusters Score -6186284 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6187080.000000 Penalty: 5364.193359
	Iteration 4Q: 3 clusters Score -6187080 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -6188004.500000 Penalty: 5364.193359
	Iteration 5Q: 3 clusters Score -6188004 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -6189063.500000 Penalty: 5364.193359
	Iteration 6Q: 3 clusters Score -6189064 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -6190273.000000 Penalty: 5364.193359
	Iteration 7F: 3 clusters Score -6190273 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -6191373.000000 Penalty: 5364.193359
	Iteration 8F: 3 clusters Score -6191373 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -6192359.000000 Penalty: 5364.193359
	Iteration 9Q: 3 clusters Score -6192359 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -6193078.500000 Penalty: 5364.193359
	Iteration 10Q: 3 clusters Score -6193078 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6193600.000000 Penalty: 5364.193359
	Iteration 11Q: 3 clusters Score -6193600 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -6193954.500000 Penalty: 5364.193359
	Iteration 12Q: 3 clusters Score -6193954 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6194192.000000 Penalty: 5364.193359
	Iteration 13Q: 3 clusters Score -6194192 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -6194340.000000 Penalty: 5364.193359
	Iteration 14Q: 3 clusters Score -6194340 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -6194452.000000 Penalty: 5364.193359
	Iteration 15Q: 3 clusters Score -6194452 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -6194519.500000 Penalty: 5364.193359
	Iteration 16Q: 3 clusters Score -6194520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -6194538.500000 Penalty: 5364.193359
	Iteration 17Q: 3 clusters Score -6194538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -6194543.000000 Penalty: 5364.193359
	Iteration 18Q: 3 clusters Score -6194543 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -6194566.000000 Penalty: 5364.193359
	Iteration 19Q: 3 clusters Score -6194566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6194578.000000 Penalty: 5364.193359
	Iteration 20F: 3 clusters Score -6194578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -6194576.000000 Penalty: 5364.193359
	Iteration 21Q: 3 clusters Score -6194576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6194594.000000 Penalty: 5364.193359
	Iteration 22Q: 3 clusters Score -6194594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -6194602.500000 Penalty: 5364.193359
	Iteration 23Q: 3 clusters Score -6194602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6194608.000000 Penalty: 5364.193359
	Iteration 24Q: 3 clusters Score -6194608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -6194612.000000 Penalty: 5364.193359
	Iteration 25Q: 3 clusters Score -6194612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6194610.500000 Penalty: 5364.193359
	Iteration 26Q: 3 clusters Score -6194610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -6194602.500000 Penalty: 5364.193359
	Iteration 27Q: 3 clusters Score -6194602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6194625.000000 Penalty: 5364.193359
	Iteration 28Q: 3 clusters Score -6194625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -6194630.500000 Penalty: 5364.193359
	Iteration 29Q: 3 clusters Score -6194630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -6194632.500000 Penalty: 5364.193359
	Iteration 30Q: 3 clusters Score -6194632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6194640.500000 Penalty: 5364.193359
	Iteration 31Q: 3 clusters Score -6194640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6194649.000000 Penalty: 5364.193359
	Iteration 32Q: 3 clusters Score -6194649 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -6194666.000000 Penalty: 5364.193359
	Iteration 33Q: 3 clusters Score -6194666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -6194652.500000 Penalty: 5364.193359
	Iteration 34Q: 3 clusters Score -6194652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -6194685.000000 Penalty: 5364.193359
	Iteration 35Q: 3 clusters Score -6194685 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -6194696.000000 Penalty: 5364.193359
	Iteration 36Q: 3 clusters Score -6194696 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6194735.500000 Penalty: 5364.193359
	Iteration 37Q: 3 clusters Score -6194736 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6194767.500000 Penalty: 5364.193359
	Iteration 38Q: 3 clusters Score -6194768 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6194816.500000 Penalty: 5364.193359
	Iteration 39Q: 3 clusters Score -6194816 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -6194859.500000 Penalty: 5364.193359
	Iteration 40F: 3 clusters Score -6194860 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6194914.500000 Penalty: 5364.193359
	Iteration 41Q: 3 clusters Score -6194914 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -6194989.000000 Penalty: 5364.193359
	Iteration 42Q: 3 clusters Score -6194989 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -6195106.000000 Penalty: 5364.193359
	Iteration 43Q: 3 clusters Score -6195106 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6195184.000000 Penalty: 5364.193359
	Iteration 44Q: 3 clusters Score -6195184 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -6195382.000000 Penalty: 5364.193359
	Iteration 45Q: 3 clusters Score -6195382 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6195586.000000 Penalty: 5364.193359
	Iteration 46Q: 3 clusters Score -6195586 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -6195916.000000 Penalty: 5364.193359
	Iteration 47Q: 3 clusters Score -6195916 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6196352.500000 Penalty: 5364.193359
	Iteration 48Q: 3 clusters Score -6196352 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6196958.500000 Penalty: 5364.193359
	Iteration 49Q: 3 clusters Score -6196958 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6197830.000000 Penalty: 5364.193359
	Iteration 50Q: 3 clusters Score -6197830 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6199080.500000 Penalty: 5364.193359
	Iteration 51Q: 3 clusters Score -6199080 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6200174.500000 Penalty: 5364.193359
	Iteration 52Q: 3 clusters Score -6200174 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6201320.500000 Penalty: 5364.193359
	Iteration 53Q: 3 clusters Score -6201320 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6202452.000000 Penalty: 5364.193359
	Iteration 54Q: 3 clusters Score -6202452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6202749.000000 Penalty: 5364.193359
	Iteration 55Q: 3 clusters Score -6202749 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6202874.500000 Penalty: 5364.193359
	Iteration 56Q: 3 clusters Score -6202874 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6202963.000000 Penalty: 5364.193359
	Iteration 57Q: 3 clusters Score -6202963 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6203012.000000 Penalty: 5364.193359
	Iteration 58Q: 3 clusters Score -6203012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6203052.500000 Penalty: 5364.193359
	Iteration 59Q: 3 clusters Score -6203052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6203095.000000 Penalty: 5364.193359
	Iteration 60F: 3 clusters Score -6203095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6203127.500000 Penalty: 5364.193359
	Iteration 61Q: 3 clusters Score -6203128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6203162.000000 Penalty: 5364.193359
	Iteration 62Q: 3 clusters Score -6203162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6203198.500000 Penalty: 5364.193359
	Iteration 63Q: 3 clusters Score -6203198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6203222.500000 Penalty: 5364.193359
	Iteration 64Q: 3 clusters Score -6203222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6203237.000000 Penalty: 5364.193359
	Iteration 65Q: 3 clusters Score -6203237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6203248.000000 Penalty: 5364.193359
	Iteration 66Q: 3 clusters Score -6203248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6203258.500000 Penalty: 5364.193359
	Iteration 67Q: 3 clusters Score -6203258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6203263.000000 Penalty: 5364.193359
	Iteration 68Q: 3 clusters Score -6203263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6203265.000000 Penalty: 5364.193359
	Iteration 69Q: 3 clusters Score -6203265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6203267.500000 Penalty: 5364.193359
	Iteration 70Q: 3 clusters Score -6203268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6203271.000000 Penalty: 5364.193359
	Iteration 71Q: 3 clusters Score -6203271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6203278.500000 Penalty: 5364.193359
	Iteration 72Q: 3 clusters Score -6203278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6203291.500000 Penalty: 5364.193359
	Iteration 73Q: 3 clusters Score -6203292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6203286.500000 Penalty: 5364.193359
	Iteration 74Q: 3 clusters Score -6203286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6203289.500000 Penalty: 5364.193359
	Iteration 75Q: 3 clusters Score -6203290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6203293.500000 Penalty: 5364.193359
	Iteration 76Q: 3 clusters Score -6203294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6203282.000000 Penalty: 5364.193359
	Iteration 77Q: 3 clusters Score -6203282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6203284.000000 Penalty: 5364.193359
	Iteration 78Q: 3 clusters Score -6203284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6203285.000000 Penalty: 5364.193359
	Iteration 79Q: 3 clusters Score -6203285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6203284.000000 Penalty: 5364.193359
	Iteration 80F: 3 clusters Score -6203284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6203279.000000 Penalty: 5364.193359
	Iteration 81Q: 3 clusters Score -6203279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6203274.500000 Penalty: 5364.193359
	Iteration 82Q: 3 clusters Score -6203274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6203283.000000 Penalty: 5364.193359
	Iteration 83Q: 3 clusters Score -6203283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6203286.500000 Penalty: 5364.193359
	Iteration 84Q: 3 clusters Score -6203286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6203286.500000 Penalty: 5364.193359
	Iteration 85F: 3 clusters Score -6203286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -2157756.750000 Penalty: 2410.928467
	Iteration 0F: 2 clusters Score -2157757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2145895.250000 Penalty: 4821.856934
	Iteration 0F: 3 clusters Score -2145895 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2149672.250000 Penalty: 4821.856934
	Iteration 1F: 3 clusters Score -2149672 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2150043.000000 Penalty: 4821.856934
	Iteration 2F: 3 clusters Score -2150043 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2150364.000000 Penalty: 4821.856934
	Iteration 3Q: 3 clusters Score -2150364 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2150688.500000 Penalty: 4821.856934
	Iteration 4Q: 3 clusters Score -2150688 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2151021.500000 Penalty: 4821.856934
	Iteration 5Q: 3 clusters Score -2151022 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2151421.250000 Penalty: 4821.856934
	Iteration 6Q: 3 clusters Score -2151421 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2151904.750000 Penalty: 4821.856934
	Iteration 7F: 3 clusters Score -2151905 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2152468.750000 Penalty: 4821.856934
	Iteration 8F: 3 clusters Score -2152469 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2153049.000000 Penalty: 4821.856934
	Iteration 9F: 3 clusters Score -2153049 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2153619.250000 Penalty: 4821.856934
	Iteration 10F: 3 clusters Score -2153619 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2154147.500000 Penalty: 4821.856934
	Iteration 11Q: 3 clusters Score -2154148 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2154540.250000 Penalty: 4821.856934
	Iteration 12Q: 3 clusters Score -2154540 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2154851.500000 Penalty: 4821.856934
	Iteration 13Q: 3 clusters Score -2154852 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2155137.500000 Penalty: 4821.856934
	Iteration 14Q: 3 clusters Score -2155138 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2155345.000000 Penalty: 4821.856934
	Iteration 15Q: 3 clusters Score -2155345 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2155505.250000 Penalty: 4821.856934
	Iteration 16Q: 3 clusters Score -2155505 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2155621.750000 Penalty: 4821.856934
	Iteration 17Q: 3 clusters Score -2155622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2155723.750000 Penalty: 4821.856934
	Iteration 18Q: 3 clusters Score -2155724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2155800.000000 Penalty: 4821.856934
	Iteration 19Q: 3 clusters Score -2155800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2155870.500000 Penalty: 4821.856934
	Iteration 20F: 3 clusters Score -2155870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2155931.500000 Penalty: 4821.856934
	Iteration 21Q: 3 clusters Score -2155932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2155988.750000 Penalty: 4821.856934
	Iteration 22Q: 3 clusters Score -2155989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2156039.250000 Penalty: 4821.856934
	Iteration 23Q: 3 clusters Score -2156039 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2156082.500000 Penalty: 4821.856934
	Iteration 24Q: 3 clusters Score -2156082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2156119.500000 Penalty: 4821.856934
	Iteration 25Q: 3 clusters Score -2156120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2156144.500000 Penalty: 4821.856934
	Iteration 26Q: 3 clusters Score -2156144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2156176.500000 Penalty: 4821.856934
	Iteration 27Q: 3 clusters Score -2156176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2156193.000000 Penalty: 4821.856934
	Iteration 28Q: 3 clusters Score -2156193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2156219.500000 Penalty: 4821.856934
	Iteration 29Q: 3 clusters Score -2156220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2156236.000000 Penalty: 4821.856934
	Iteration 30Q: 3 clusters Score -2156236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2156257.750000 Penalty: 4821.856934
	Iteration 31Q: 3 clusters Score -2156258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2156270.500000 Penalty: 4821.856934
	Iteration 32Q: 3 clusters Score -2156270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2156279.000000 Penalty: 4821.856934
	Iteration 33Q: 3 clusters Score -2156279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2156285.750000 Penalty: 4821.856934
	Iteration 34Q: 3 clusters Score -2156286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2156291.000000 Penalty: 4821.856934
	Iteration 35Q: 3 clusters Score -2156291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2156295.000000 Penalty: 4821.856934
	Iteration 36Q: 3 clusters Score -2156295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2156303.250000 Penalty: 4821.856934
	Iteration 37Q: 3 clusters Score -2156303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2156300.250000 Penalty: 4821.856934
	Iteration 38Q: 3 clusters Score -2156300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2156308.000000 Penalty: 4821.856934
	Iteration 39Q: 3 clusters Score -2156308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2156311.000000 Penalty: 4821.856934
	Iteration 40F: 3 clusters Score -2156311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2156312.750000 Penalty: 4821.856934
	Iteration 41Q: 3 clusters Score -2156313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2156314.000000 Penalty: 4821.856934
	Iteration 42Q: 3 clusters Score -2156314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2156320.250000 Penalty: 4821.856934
	Iteration 43Q: 3 clusters Score -2156320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2156328.000000 Penalty: 4821.856934
	Iteration 44Q: 3 clusters Score -2156328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2156332.250000 Penalty: 4821.856934
	Iteration 45Q: 3 clusters Score -2156332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2156333.500000 Penalty: 4821.856934
	Iteration 46Q: 3 clusters Score -2156334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2156332.750000 Penalty: 4821.856934
	Iteration 47Q: 3 clusters Score -2156333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2156333.250000 Penalty: 4821.856934
	Iteration 48Q: 3 clusters Score -2156333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2156336.000000 Penalty: 4821.856934
	Iteration 49Q: 3 clusters Score -2156336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2156338.750000 Penalty: 4821.856934
	Iteration 50Q: 3 clusters Score -2156339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2156342.500000 Penalty: 4821.856934
	Iteration 51Q: 3 clusters Score -2156342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2156340.500000 Penalty: 4821.856934
	Iteration 52Q: 3 clusters Score -2156340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2156345.250000 Penalty: 4821.856934
	Iteration 53Q: 3 clusters Score -2156345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2156345.750000 Penalty: 4821.856934
	Iteration 54Q: 3 clusters Score -2156346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2156347.250000 Penalty: 4821.856934
	Iteration 55Q: 3 clusters Score -2156347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2156348.500000 Penalty: 4821.856934
	Iteration 56Q: 3 clusters Score -2156348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2156348.500000 Penalty: 4821.856934
	Iteration 57F: 3 clusters Score -2156348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -175455.796875 Penalty: 1807.145264
	Iteration 0F: 2 clusters Score -175455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173208.562500 Penalty: 3614.290527
	Iteration 0F: 3 clusters Score -173208.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -173737.687500 Penalty: 3614.290527
	Iteration 1F: 3 clusters Score -173737.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174043.546875 Penalty: 3614.290527
	Iteration 2F: 3 clusters Score -174043.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174350.093750 Penalty: 3614.290527
	Iteration 3F: 3 clusters Score -174350.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174620.828125 Penalty: 3614.290527
	Iteration 4F: 3 clusters Score -174620.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -174927.671875 Penalty: 3614.290527
	Iteration 5F: 3 clusters Score -174927.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175207.031250 Penalty: 3614.290527
	Iteration 6Q: 3 clusters Score -175207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175326.515625 Penalty: 3614.290527
	Iteration 7Q: 3 clusters Score -175326.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175474.265625 Penalty: 3614.290527
	Iteration 8Q: 3 clusters Score -175474.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175760.703125 Penalty: 3614.290527
	Iteration 9Q: 3 clusters Score -175760.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175967.265625 Penalty: 3614.290527
	Iteration 10Q: 3 clusters Score -175967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176008.390625 Penalty: 3614.290527
	Iteration 11Q: 3 clusters Score -176008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176011.593750 Penalty: 3614.290527
	Iteration 12Q: 3 clusters Score -176011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176012.593750 Penalty: 3614.290527
	Iteration 13Q: 3 clusters Score -176012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176012.593750 Penalty: 3614.290527
	Iteration 14F: 3 clusters Score -176012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49757 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 51634 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 191397 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 19 contains 206133 members 
Mstep: Class 21 contains 21700 members 
Mstep: Class 22 contains 18867 members 
Mstep: Class 23 contains 236624 members 
Entering Unmasked Estep 
Score: -116049560.000000 Penalty: 71542.664062
Splitting cluster 9 changes total score from -116050672.000000 to -116049560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (51634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Entering Unmasked Estep 
Score: -6665934.000000 Penalty: 2691.280029
	Iteration 0F: 2 clusters Score -6665934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6631007.500000 Penalty: 5382.560059
	Iteration 0F: 3 clusters Score -6631008 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6644692.500000 Penalty: 5382.560059
	Iteration 1F: 3 clusters Score -6644692 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6645406.500000 Penalty: 5382.560059
	Iteration 2Q: 3 clusters Score -6645406 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -6646161.000000 Penalty: 5382.560059
	Iteration 3Q: 3 clusters Score -6646161 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -6647028.500000 Penalty: 5382.560059
	Iteration 4Q: 3 clusters Score -6647028 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6648382.500000 Penalty: 5382.560059
	Iteration 5F: 3 clusters Score -6648382 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -6650374.500000 Penalty: 5382.560059
	Iteration 6F: 3 clusters Score -6650374 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6653228.500000 Penalty: 5382.560059
	Iteration 7F: 3 clusters Score -6653228 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6656732.500000 Penalty: 5382.560059
	Iteration 8F: 3 clusters Score -6656732 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -6659889.000000 Penalty: 5382.560059
	Iteration 9F: 3 clusters Score -6659889 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6661894.000000 Penalty: 5382.560059
	Iteration 10Q: 3 clusters Score -6661894 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6662802.500000 Penalty: 5382.560059
	Iteration 11Q: 3 clusters Score -6662802 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6663192.500000 Penalty: 5382.560059
	Iteration 12Q: 3 clusters Score -6663192 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6663372.000000 Penalty: 5382.560059
	Iteration 13Q: 3 clusters Score -6663372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6663459.500000 Penalty: 5382.560059
	Iteration 14Q: 3 clusters Score -6663460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6663503.000000 Penalty: 5382.560059
	Iteration 15Q: 3 clusters Score -6663503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6663522.000000 Penalty: 5382.560059
	Iteration 16Q: 3 clusters Score -6663522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6663540.500000 Penalty: 5382.560059
	Iteration 17Q: 3 clusters Score -6663540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6663544.500000 Penalty: 5382.560059
	Iteration 18Q: 3 clusters Score -6663544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6663547.000000 Penalty: 5382.560059
	Iteration 19Q: 3 clusters Score -6663547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6663553.500000 Penalty: 5382.560059
	Iteration 20F: 3 clusters Score -6663554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6663555.500000 Penalty: 5382.560059
	Iteration 21Q: 3 clusters Score -6663556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6663553.500000 Penalty: 5382.560059
	Iteration 22Q: 3 clusters Score -6663554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6663560.500000 Penalty: 5382.560059
	Iteration 23Q: 3 clusters Score -6663560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6663563.000000 Penalty: 5382.560059
	Iteration 24Q: 3 clusters Score -6663563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6663569.500000 Penalty: 5382.560059
	Iteration 25Q: 3 clusters Score -6663570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6663569.500000 Penalty: 5382.560059
	Iteration 26F: 3 clusters Score -6663570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -321573.125000 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -321573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -318570.312500 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -318570.3 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -319198.656250 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -319198.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319392.656250 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -319392.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -319518.250000 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -319518.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319598.875000 Penalty: 3902.843994
	Iteration 4Q: 3 clusters Score -319598.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -319687.093750 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -319687.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -319780.687500 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -319780.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -319885.312500 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -319885.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -319994.593750 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -319994.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -320124.562500 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -320124.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -320247.093750 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -320247.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -320358.343750 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -320358.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -320495.593750 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -320495.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -320641.531250 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -320641.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -320811.437500 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -320811.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -321086.437500 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -321086.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -321412.218750 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -321412.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -321600.406250 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -321600.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -321659.093750 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -321659.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -321682.156250 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -321682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -321690.906250 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -321690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -321697.875000 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -321697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321698.281250 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -321698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321698.281250 Penalty: 3902.843994
	Iteration 23F: 3 clusters Score -321698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49757 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51634 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 191397 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 19 contains 206133 members 
Mstep: Class 21 contains 21700 members 
Mstep: Class 22 contains 18867 members 
Mstep: Class 23 contains 236624 members 
Entering Unmasked Estep 
Score: -116049392.000000 Penalty: 71542.664062
Splitting cluster 11 changes total score from -116050672.000000 to -116049392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48029.046875 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48029.05 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 206 members 
Entering Unmasked Estep 
Score: -46550.015625 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -46550.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46747.167969 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -46747.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46840.761719 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -46840.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46933.828125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -46933.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46976.433594 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -46976.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47032.535156 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47032.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47098.976562 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47098.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47134.027344 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -47134.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47154.218750 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -47154.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47159.742188 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -47159.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47165.148438 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -47165.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47166.234375 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -47166.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47169.183594 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -47169.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47172.406250 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -47172.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47172.406250 Penalty: 3022.410645
	Iteration 14F: 3 clusters Score -47172.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40041.054688 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40041.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38706.660156 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38706.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38805.156250 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38805.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38827.695312 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38838.441406 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38838.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38863.851562 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38863.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38871.460938 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38871.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38871.460938 Penalty: 2927.706055
	Iteration 6F: 3 clusters Score -38871.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -518010.312500 Penalty: 2073.355957
	Iteration 0F: 2 clusters Score -518010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -513934.031250 Penalty: 4146.711914
	Iteration 0F: 3 clusters Score -513934 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -514884.406250 Penalty: 4146.711914
	Iteration 1F: 3 clusters Score -514884.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -515055.656250 Penalty: 4146.711914
	Iteration 2F: 3 clusters Score -515055.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -515169.718750 Penalty: 4146.711914
	Iteration 3Q: 3 clusters Score -515169.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -515243.968750 Penalty: 4146.711914
	Iteration 4Q: 3 clusters Score -515244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -515301.937500 Penalty: 4146.711914
	Iteration 5Q: 3 clusters Score -515301.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -515349.781250 Penalty: 4146.711914
	Iteration 6Q: 3 clusters Score -515349.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -515401.093750 Penalty: 4146.711914
	Iteration 7Q: 3 clusters Score -515401.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -515456.812500 Penalty: 4146.711914
	Iteration 8Q: 3 clusters Score -515456.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -515514.750000 Penalty: 4146.711914
	Iteration 9Q: 3 clusters Score -515514.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -515579.281250 Penalty: 4146.711914
	Iteration 10Q: 3 clusters Score -515579.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -515648.625000 Penalty: 4146.711914
	Iteration 11Q: 3 clusters Score -515648.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -515708.031250 Penalty: 4146.711914
	Iteration 12Q: 3 clusters Score -515708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -515757.937500 Penalty: 4146.711914
	Iteration 13Q: 3 clusters Score -515757.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -515801.656250 Penalty: 4146.711914
	Iteration 14Q: 3 clusters Score -515801.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -515843.000000 Penalty: 4146.711914
	Iteration 15Q: 3 clusters Score -515843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -515876.593750 Penalty: 4146.711914
	Iteration 16Q: 3 clusters Score -515876.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -515900.343750 Penalty: 4146.711914
	Iteration 17Q: 3 clusters Score -515900.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -515918.875000 Penalty: 4146.711914
	Iteration 18Q: 3 clusters Score -515918.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -515940.781250 Penalty: 4146.711914
	Iteration 19Q: 3 clusters Score -515940.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -515972.125000 Penalty: 4146.711914
	Iteration 20F: 3 clusters Score -515972.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -516020.562500 Penalty: 4146.711914
	Iteration 21Q: 3 clusters Score -516020.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -516061.812500 Penalty: 4146.711914
	Iteration 22Q: 3 clusters Score -516061.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -516095.031250 Penalty: 4146.711914
	Iteration 23Q: 3 clusters Score -516095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -516127.437500 Penalty: 4146.711914
	Iteration 24Q: 3 clusters Score -516127.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -516156.375000 Penalty: 4146.711914
	Iteration 25Q: 3 clusters Score -516156.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -516186.750000 Penalty: 4146.711914
	Iteration 26Q: 3 clusters Score -516186.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -516218.375000 Penalty: 4146.711914
	Iteration 27Q: 3 clusters Score -516218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -516243.593750 Penalty: 4146.711914
	Iteration 28Q: 3 clusters Score -516243.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -516269.593750 Penalty: 4146.711914
	Iteration 29Q: 3 clusters Score -516269.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -516286.375000 Penalty: 4146.711914
	Iteration 30Q: 3 clusters Score -516286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -516295.156250 Penalty: 4146.711914
	Iteration 31Q: 3 clusters Score -516295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -516300.906250 Penalty: 4146.711914
	Iteration 32Q: 3 clusters Score -516300.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -516309.093750 Penalty: 4146.711914
	Iteration 33Q: 3 clusters Score -516309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -516313.000000 Penalty: 4146.711914
	Iteration 34Q: 3 clusters Score -516313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -516319.750000 Penalty: 4146.711914
	Iteration 35Q: 3 clusters Score -516319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -516323.812500 Penalty: 4146.711914
	Iteration 36Q: 3 clusters Score -516323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -516328.906250 Penalty: 4146.711914
	Iteration 37Q: 3 clusters Score -516328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -516333.250000 Penalty: 4146.711914
	Iteration 38Q: 3 clusters Score -516333.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -516339.656250 Penalty: 4146.711914
	Iteration 39Q: 3 clusters Score -516339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -516343.718750 Penalty: 4146.711914
	Iteration 40F: 3 clusters Score -516343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -516346.781250 Penalty: 4146.711914
	Iteration 41Q: 3 clusters Score -516346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -516349.437500 Penalty: 4146.711914
	Iteration 42Q: 3 clusters Score -516349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -516351.031250 Penalty: 4146.711914
	Iteration 43Q: 3 clusters Score -516351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -516351.843750 Penalty: 4146.711914
	Iteration 44Q: 3 clusters Score -516351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -516352.718750 Penalty: 4146.711914
	Iteration 45Q: 3 clusters Score -516352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -516353.437500 Penalty: 4146.711914
	Iteration 46Q: 3 clusters Score -516353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -516355.031250 Penalty: 4146.711914
	Iteration 47Q: 3 clusters Score -516355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -516355.968750 Penalty: 4146.711914
	Iteration 48Q: 3 clusters Score -516356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -516356.375000 Penalty: 4146.711914
	Iteration 49Q: 3 clusters Score -516356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -516357.656250 Penalty: 4146.711914
	Iteration 50Q: 3 clusters Score -516357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -516357.656250 Penalty: 4146.711914
	Iteration 51F: 3 clusters Score -516357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Entering Unmasked Estep 
Score: -24370932.000000 Penalty: 3016.202148
	Iteration 0F: 2 clusters Score -2.437093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -24247350.000000 Penalty: 6032.404297
	Iteration 0F: 3 clusters Score -2.424735e+07 nChanged 92176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -24301350.000000 Penalty: 6032.404297
	Iteration 1F: 3 clusters Score -2.430135e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -24302668.000000 Penalty: 6032.404297
	Iteration 2Q: 3 clusters Score -2.430267e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -24304450.000000 Penalty: 6032.404297
	Iteration 3Q: 3 clusters Score -2.430445e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -24307418.000000 Penalty: 6032.404297
	Iteration 4Q: 3 clusters Score -2.430742e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -24311708.000000 Penalty: 6032.404297
	Iteration 5Q: 3 clusters Score -2.431171e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -24318206.000000 Penalty: 6032.404297
	Iteration 6F: 3 clusters Score -2.431821e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -24328214.000000 Penalty: 6032.404297
	Iteration 7F: 3 clusters Score -2.432821e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -24341058.000000 Penalty: 6032.404297
	Iteration 8F: 3 clusters Score -2.434106e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -24353020.000000 Penalty: 6032.404297
	Iteration 9F: 3 clusters Score -2.435302e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -24358594.000000 Penalty: 6032.404297
	Iteration 10Q: 3 clusters Score -2.435859e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 129032 members 
Entering Unmasked Estep 
Score: -24360100.000000 Penalty: 6032.404297
	Iteration 11Q: 3 clusters Score -2.43601e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -24361096.000000 Penalty: 6032.404297
	Iteration 12Q: 3 clusters Score -2.43611e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -24361898.000000 Penalty: 6032.404297
	Iteration 13Q: 3 clusters Score -2.43619e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -24362528.000000 Penalty: 6032.404297
	Iteration 14Q: 3 clusters Score -2.436253e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
Score: -24362878.000000 Penalty: 6032.404297
	Iteration 15Q: 3 clusters Score -2.436288e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -24363412.000000 Penalty: 6032.404297
	Iteration 16Q: 3 clusters Score -2.436341e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -24363982.000000 Penalty: 6032.404297
	Iteration 17Q: 3 clusters Score -2.436398e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -24364444.000000 Penalty: 6032.404297
	Iteration 18Q: 3 clusters Score -2.436444e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -24364798.000000 Penalty: 6032.404297
	Iteration 19Q: 3 clusters Score -2.43648e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -24365310.000000 Penalty: 6032.404297
	Iteration 20F: 3 clusters Score -2.436531e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -24365820.000000 Penalty: 6032.404297
	Iteration 21Q: 3 clusters Score -2.436582e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 152227 members 
Entering Unmasked Estep 
Score: -24366344.000000 Penalty: 6032.404297
	Iteration 22Q: 3 clusters Score -2.436634e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -24366972.000000 Penalty: 6032.404297
	Iteration 23Q: 3 clusters Score -2.436697e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -24367488.000000 Penalty: 6032.404297
	Iteration 24Q: 3 clusters Score -2.436749e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -24368014.000000 Penalty: 6032.404297
	Iteration 25Q: 3 clusters Score -2.436801e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -24368306.000000 Penalty: 6032.404297
	Iteration 26Q: 3 clusters Score -2.436831e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 166557 members 
Entering Unmasked Estep 
Score: -24368592.000000 Penalty: 6032.404297
	Iteration 27Q: 3 clusters Score -2.436859e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -24369118.000000 Penalty: 6032.404297
	Iteration 28Q: 3 clusters Score -2.436912e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -24369580.000000 Penalty: 6032.404297
	Iteration 29Q: 3 clusters Score -2.436958e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -24369912.000000 Penalty: 6032.404297
	Iteration 30Q: 3 clusters Score -2.436991e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -24370152.000000 Penalty: 6032.404297
	Iteration 31Q: 3 clusters Score -2.437015e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -24370174.000000 Penalty: 6032.404297
	Iteration 32Q: 3 clusters Score -2.437017e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 181892 members 
Entering Unmasked Estep 
Score: -24370332.000000 Penalty: 6032.404297
	Iteration 33Q: 3 clusters Score -2.437033e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 183352 members 
Entering Unmasked Estep 
Score: -24370482.000000 Penalty: 6032.404297
	Iteration 34Q: 3 clusters Score -2.437048e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 184478 members 
Entering Unmasked Estep 
Score: -24370484.000000 Penalty: 6032.404297
	Iteration 35Q: 3 clusters Score -2.437048e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 185326 members 
Entering Unmasked Estep 
Score: -24370452.000000 Penalty: 6032.404297
	Iteration 36Q: 3 clusters Score -2.437045e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -24370426.000000 Penalty: 6032.404297
	Iteration 37Q: 3 clusters Score -2.437043e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 186397 members 
Entering Unmasked Estep 
Score: -24370324.000000 Penalty: 6032.404297
	Iteration 38Q: 3 clusters Score -2.437032e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -24370342.000000 Penalty: 6032.404297
	Iteration 39Q: 3 clusters Score -2.437034e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 186960 members 
Entering Unmasked Estep 
Score: -24370436.000000 Penalty: 6032.404297
	Iteration 40F: 3 clusters Score -2.437044e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 187499 members 
Entering Unmasked Estep 
Score: -24370480.000000 Penalty: 6032.404297
	Iteration 41Q: 3 clusters Score -2.437048e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 187912 members 
Entering Unmasked Estep 
Score: -24370388.000000 Penalty: 6032.404297
	Iteration 42Q: 3 clusters Score -2.437039e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 188204 members 
Entering Unmasked Estep 
Score: -24370356.000000 Penalty: 6032.404297
	Iteration 43Q: 3 clusters Score -2.437036e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -24370360.000000 Penalty: 6032.404297
	Iteration 44Q: 3 clusters Score -2.437036e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -24370316.000000 Penalty: 6032.404297
	Iteration 45Q: 3 clusters Score -2.437032e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 188740 members 
Entering Unmasked Estep 
Score: -24370252.000000 Penalty: 6032.404297
	Iteration 46Q: 3 clusters Score -2.437025e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 188819 members 
Entering Unmasked Estep 
Score: -24370206.000000 Penalty: 6032.404297
	Iteration 47Q: 3 clusters Score -2.437021e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -24370178.000000 Penalty: 6032.404297
	Iteration 48Q: 3 clusters Score -2.437018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 188959 members 
Entering Unmasked Estep 
Score: -24370186.000000 Penalty: 6032.404297
	Iteration 49Q: 3 clusters Score -2.437019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 189006 members 
Entering Unmasked Estep 
Score: -24370164.000000 Penalty: 6032.404297
	Iteration 50Q: 3 clusters Score -2.437016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -24370130.000000 Penalty: 6032.404297
	Iteration 51Q: 3 clusters Score -2.437013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 189089 members 
Entering Unmasked Estep 
Score: -24370128.000000 Penalty: 6032.404297
	Iteration 52Q: 3 clusters Score -2.437013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 189124 members 
Entering Unmasked Estep 
Score: -24370112.000000 Penalty: 6032.404297
	Iteration 53Q: 3 clusters Score -2.437011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 189157 members 
Entering Unmasked Estep 
Score: -24370124.000000 Penalty: 6032.404297
	Iteration 54Q: 3 clusters Score -2.437012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -24370118.000000 Penalty: 6032.404297
	Iteration 55Q: 3 clusters Score -2.437012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 189203 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 56Q: 3 clusters Score -2.437011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 189226 members 
Entering Unmasked Estep 
Score: -24370114.000000 Penalty: 6032.404297
	Iteration 57Q: 3 clusters Score -2.437011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 189248 members 
Entering Unmasked Estep 
Score: -24370092.000000 Penalty: 6032.404297
	Iteration 58Q: 3 clusters Score -2.437009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 189264 members 
Entering Unmasked Estep 
Score: -24370102.000000 Penalty: 6032.404297
	Iteration 59Q: 3 clusters Score -2.43701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 189280 members 
Entering Unmasked Estep 
Score: -24370118.000000 Penalty: 6032.404297
	Iteration 60F: 3 clusters Score -2.437012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -24370106.000000 Penalty: 6032.404297
	Iteration 61Q: 3 clusters Score -2.437011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -24370096.000000 Penalty: 6032.404297
	Iteration 62Q: 3 clusters Score -2.43701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -24370068.000000 Penalty: 6032.404297
	Iteration 63Q: 3 clusters Score -2.437007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 189343 members 
Entering Unmasked Estep 
Score: -24370100.000000 Penalty: 6032.404297
	Iteration 64Q: 3 clusters Score -2.43701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -24370100.000000 Penalty: 6032.404297
	Iteration 65Q: 3 clusters Score -2.43701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 189372 members 
Entering Unmasked Estep 
Score: -24370100.000000 Penalty: 6032.404297
	Iteration 66Q: 3 clusters Score -2.43701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -24370084.000000 Penalty: 6032.404297
	Iteration 67Q: 3 clusters Score -2.437008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -24370100.000000 Penalty: 6032.404297
	Iteration 68Q: 3 clusters Score -2.43701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -24370116.000000 Penalty: 6032.404297
	Iteration 69Q: 3 clusters Score -2.437012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -24370116.000000 Penalty: 6032.404297
	Iteration 70Q: 3 clusters Score -2.437012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 189433 members 
Entering Unmasked Estep 
Score: -24370126.000000 Penalty: 6032.404297
	Iteration 71Q: 3 clusters Score -2.437013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -24370140.000000 Penalty: 6032.404297
	Iteration 72Q: 3 clusters Score -2.437014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 189463 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 73Q: 3 clusters Score -2.437011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -24370088.000000 Penalty: 6032.404297
	Iteration 74Q: 3 clusters Score -2.437009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 189475 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 75Q: 3 clusters Score -2.437011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -24370096.000000 Penalty: 6032.404297
	Iteration 76Q: 3 clusters Score -2.43701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 189486 members 
Entering Unmasked Estep 
Score: -24370104.000000 Penalty: 6032.404297
	Iteration 77Q: 3 clusters Score -2.43701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 189492 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 78Q: 3 clusters Score -2.437011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -24370098.000000 Penalty: 6032.404297
	Iteration 79Q: 3 clusters Score -2.43701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -24370106.000000 Penalty: 6032.404297
	Iteration 80F: 3 clusters Score -2.437011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 189498 members 
Entering Unmasked Estep 
Score: -24370106.000000 Penalty: 6032.404297
	Iteration 81Q: 3 clusters Score -2.437011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 189499 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 82Q: 3 clusters Score -2.437011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 189499 members 
Entering Unmasked Estep 
Score: -24370108.000000 Penalty: 6032.404297
	Iteration 83F: 3 clusters Score -2.437011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -137185.406250 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -137185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135163.281250 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -135163.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135708.453125 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -135708.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135947.140625 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -135947.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136027.843750 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -136027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136078.531250 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -136078.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136122.859375 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -136122.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136208.625000 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -136208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136346.906250 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -136346.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136392.781250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -136392.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136431.734375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -136431.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -136464.015625 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -136464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136498.281250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -136498.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136529.640625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -136529.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -136554.125000 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -136554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -136581.843750 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -136581.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -136614.453125 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -136614.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -136647.406250 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -136647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -136683.765625 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -136683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -136711.468750 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -136711.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -136738.234375 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -136738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -136759.156250 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -136759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136771.937500 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -136771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -136787.218750 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -136787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -136809.953125 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -136810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -136830.703125 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -136830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -136856.468750 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -136856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -136865.515625 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -136865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -136869.937500 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -136869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -136875.062500 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -136875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136883.609375 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -136883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -136885.546875 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -136885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -136888.921875 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -136888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -136888.921875 Penalty: 3514.606934
	Iteration 32F: 3 clusters Score -136888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206133 members 
Entering Unmasked Estep 
Score: -26250194.000000 Penalty: 3034.596680
	Iteration 0F: 2 clusters Score -2.625019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -26117666.000000 Penalty: 6069.193359
	Iteration 0F: 3 clusters Score -2.611767e+07 nChanged 99441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -26175658.000000 Penalty: 6069.193359
	Iteration 1F: 3 clusters Score -2.617566e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107284 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -26176632.000000 Penalty: 6069.193359
	Iteration 2Q: 3 clusters Score -2.617663e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -26177810.000000 Penalty: 6069.193359
	Iteration 3Q: 3 clusters Score -2.617781e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112634 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -26179466.000000 Penalty: 6069.193359
	Iteration 4Q: 3 clusters Score -2.617947e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -26182200.000000 Penalty: 6069.193359
	Iteration 5Q: 3 clusters Score -2.61822e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -26186600.000000 Penalty: 6069.193359
	Iteration 6Q: 3 clusters Score -2.61866e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -26193586.000000 Penalty: 6069.193359
	Iteration 7F: 3 clusters Score -2.619359e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -26203908.000000 Penalty: 6069.193359
	Iteration 8F: 3 clusters Score -2.620391e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -26216290.000000 Penalty: 6069.193359
	Iteration 9F: 3 clusters Score -2.621629e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -26226672.000000 Penalty: 6069.193359
	Iteration 10F: 3 clusters Score -2.622667e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176809 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -26233352.000000 Penalty: 6069.193359
	Iteration 11Q: 3 clusters Score -2.623335e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181791 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -26236822.000000 Penalty: 6069.193359
	Iteration 12Q: 3 clusters Score -2.623682e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185443 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -26238896.000000 Penalty: 6069.193359
	Iteration 13Q: 3 clusters Score -2.62389e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -26240462.000000 Penalty: 6069.193359
	Iteration 14Q: 3 clusters Score -2.624046e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -26241556.000000 Penalty: 6069.193359
	Iteration 15Q: 3 clusters Score -2.624156e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -26242592.000000 Penalty: 6069.193359
	Iteration 16Q: 3 clusters Score -2.624259e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194546 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -26243232.000000 Penalty: 6069.193359
	Iteration 17Q: 3 clusters Score -2.624323e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195982 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -26243780.000000 Penalty: 6069.193359
	Iteration 18Q: 3 clusters Score -2.624378e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197198 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -26244160.000000 Penalty: 6069.193359
	Iteration 19Q: 3 clusters Score -2.624416e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198275 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -26244670.000000 Penalty: 6069.193359
	Iteration 20F: 3 clusters Score -2.624467e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199204 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -26245010.000000 Penalty: 6069.193359
	Iteration 21Q: 3 clusters Score -2.624501e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199994 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -26245438.000000 Penalty: 6069.193359
	Iteration 22Q: 3 clusters Score -2.624544e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200614 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -26245716.000000 Penalty: 6069.193359
	Iteration 23Q: 3 clusters Score -2.624572e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201147 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -26245962.000000 Penalty: 6069.193359
	Iteration 24Q: 3 clusters Score -2.624596e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201629 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -26246182.000000 Penalty: 6069.193359
	Iteration 25Q: 3 clusters Score -2.624618e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202023 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -26246354.000000 Penalty: 6069.193359
	Iteration 26Q: 3 clusters Score -2.624635e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202350 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -26246490.000000 Penalty: 6069.193359
	Iteration 27Q: 3 clusters Score -2.624649e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202637 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -26246588.000000 Penalty: 6069.193359
	Iteration 28Q: 3 clusters Score -2.624659e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202888 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -26246654.000000 Penalty: 6069.193359
	Iteration 29Q: 3 clusters Score -2.624665e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203119 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -26246780.000000 Penalty: 6069.193359
	Iteration 30Q: 3 clusters Score -2.624678e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203301 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -26246938.000000 Penalty: 6069.193359
	Iteration 31Q: 3 clusters Score -2.624694e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203452 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -26246990.000000 Penalty: 6069.193359
	Iteration 32Q: 3 clusters Score -2.624699e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203601 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -26247068.000000 Penalty: 6069.193359
	Iteration 33Q: 3 clusters Score -2.624707e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203722 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -26247088.000000 Penalty: 6069.193359
	Iteration 34Q: 3 clusters Score -2.624709e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203817 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -26247128.000000 Penalty: 6069.193359
	Iteration 35Q: 3 clusters Score -2.624713e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203896 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -26247128.000000 Penalty: 6069.193359
	Iteration 36Q: 3 clusters Score -2.624713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203965 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -26247166.000000 Penalty: 6069.193359
	Iteration 37Q: 3 clusters Score -2.624717e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204030 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -26247180.000000 Penalty: 6069.193359
	Iteration 38Q: 3 clusters Score -2.624718e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -26247234.000000 Penalty: 6069.193359
	Iteration 39Q: 3 clusters Score -2.624723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204148 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -26247236.000000 Penalty: 6069.193359
	Iteration 40F: 3 clusters Score -2.624724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204189 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -26247230.000000 Penalty: 6069.193359
	Iteration 41Q: 3 clusters Score -2.624723e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204224 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -26247244.000000 Penalty: 6069.193359
	Iteration 42Q: 3 clusters Score -2.624724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204261 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -26247242.000000 Penalty: 6069.193359
	Iteration 43Q: 3 clusters Score -2.624724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204292 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -26247254.000000 Penalty: 6069.193359
	Iteration 44Q: 3 clusters Score -2.624725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204314 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -26247276.000000 Penalty: 6069.193359
	Iteration 45Q: 3 clusters Score -2.624728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204335 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -26247286.000000 Penalty: 6069.193359
	Iteration 46Q: 3 clusters Score -2.624729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204355 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -26247276.000000 Penalty: 6069.193359
	Iteration 47Q: 3 clusters Score -2.624728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26247262.000000 Penalty: 6069.193359
	Iteration 48Q: 3 clusters Score -2.624726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204382 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -26247270.000000 Penalty: 6069.193359
	Iteration 49Q: 3 clusters Score -2.624727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204402 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -26247286.000000 Penalty: 6069.193359
	Iteration 50Q: 3 clusters Score -2.624729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204422 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26247288.000000 Penalty: 6069.193359
	Iteration 51Q: 3 clusters Score -2.624729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204439 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26247296.000000 Penalty: 6069.193359
	Iteration 52Q: 3 clusters Score -2.62473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -26247304.000000 Penalty: 6069.193359
	Iteration 53Q: 3 clusters Score -2.62473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204471 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26247294.000000 Penalty: 6069.193359
	Iteration 54Q: 3 clusters Score -2.624729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204485 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26247308.000000 Penalty: 6069.193359
	Iteration 55Q: 3 clusters Score -2.624731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204493 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -26247322.000000 Penalty: 6069.193359
	Iteration 56Q: 3 clusters Score -2.624732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204500 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -26247316.000000 Penalty: 6069.193359
	Iteration 57Q: 3 clusters Score -2.624732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204504 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -26247320.000000 Penalty: 6069.193359
	Iteration 58Q: 3 clusters Score -2.624732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204507 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -26247328.000000 Penalty: 6069.193359
	Iteration 59Q: 3 clusters Score -2.624733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204512 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -26247328.000000 Penalty: 6069.193359
	Iteration 60F: 3 clusters Score -2.624733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204515 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26247330.000000 Penalty: 6069.193359
	Iteration 61Q: 3 clusters Score -2.624733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204516 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -26247334.000000 Penalty: 6069.193359
	Iteration 62Q: 3 clusters Score -2.624733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204515 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26247320.000000 Penalty: 6069.193359
	Iteration 63Q: 3 clusters Score -2.624732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204519 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -26247332.000000 Penalty: 6069.193359
	Iteration 64Q: 3 clusters Score -2.624733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204522 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26247330.000000 Penalty: 6069.193359
	Iteration 65Q: 3 clusters Score -2.624733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26247334.000000 Penalty: 6069.193359
	Iteration 66Q: 3 clusters Score -2.624733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204528 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -26247352.000000 Penalty: 6069.193359
	Iteration 67Q: 3 clusters Score -2.624735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -26247332.000000 Penalty: 6069.193359
	Iteration 68Q: 3 clusters Score -2.624733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -26247336.000000 Penalty: 6069.193359
	Iteration 69Q: 3 clusters Score -2.624734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -26247336.000000 Penalty: 6069.193359
	Iteration 70Q: 3 clusters Score -2.624734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -26247324.000000 Penalty: 6069.193359
	Iteration 71Q: 3 clusters Score -2.624732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204534 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26247324.000000 Penalty: 6069.193359
	Iteration 72Q: 3 clusters Score -2.624732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204534 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26247342.000000 Penalty: 6069.193359
	Iteration 73Q: 3 clusters Score -2.624734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204535 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -26247354.000000 Penalty: 6069.193359
	Iteration 74Q: 3 clusters Score -2.624735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204537 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -26247336.000000 Penalty: 6069.193359
	Iteration 75Q: 3 clusters Score -2.624734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204537 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -26247352.000000 Penalty: 6069.193359
	Iteration 76Q: 3 clusters Score -2.624735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204539 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -26247348.000000 Penalty: 6069.193359
	Iteration 77Q: 3 clusters Score -2.624735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26247338.000000 Penalty: 6069.193359
	Iteration 78Q: 3 clusters Score -2.624734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26247338.000000 Penalty: 6069.193359
	Iteration 79F: 3 clusters Score -2.624734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Entering Unmasked Estep 
Score: -2692234.500000 Penalty: 2476.296631
	Iteration 0F: 2 clusters Score -2692234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2677046.000000 Penalty: 4952.593262
	Iteration 0F: 3 clusters Score -2677046 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2682230.750000 Penalty: 4952.593262
	Iteration 1F: 3 clusters Score -2682231 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2682680.250000 Penalty: 4952.593262
	Iteration 2F: 3 clusters Score -2682680 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2683091.750000 Penalty: 4952.593262
	Iteration 3Q: 3 clusters Score -2683092 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2683494.750000 Penalty: 4952.593262
	Iteration 4Q: 3 clusters Score -2683495 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2683999.000000 Penalty: 4952.593262
	Iteration 5Q: 3 clusters Score -2683999 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2684697.250000 Penalty: 4952.593262
	Iteration 6F: 3 clusters Score -2684697 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2685587.500000 Penalty: 4952.593262
	Iteration 7F: 3 clusters Score -2685588 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2686619.250000 Penalty: 4952.593262
	Iteration 8F: 3 clusters Score -2686619 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2687614.500000 Penalty: 4952.593262
	Iteration 9F: 3 clusters Score -2687614 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2688399.000000 Penalty: 4952.593262
	Iteration 10Q: 3 clusters Score -2688399 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2688899.500000 Penalty: 4952.593262
	Iteration 11Q: 3 clusters Score -2688900 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2689174.000000 Penalty: 4952.593262
	Iteration 12Q: 3 clusters Score -2689174 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2689311.000000 Penalty: 4952.593262
	Iteration 13Q: 3 clusters Score -2689311 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2689388.500000 Penalty: 4952.593262
	Iteration 14Q: 3 clusters Score -2689388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2689436.750000 Penalty: 4952.593262
	Iteration 15Q: 3 clusters Score -2689437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2689453.000000 Penalty: 4952.593262
	Iteration 16Q: 3 clusters Score -2689453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2689475.250000 Penalty: 4952.593262
	Iteration 17Q: 3 clusters Score -2689475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2689505.000000 Penalty: 4952.593262
	Iteration 18Q: 3 clusters Score -2689505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2689522.000000 Penalty: 4952.593262
	Iteration 19Q: 3 clusters Score -2689522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2689539.500000 Penalty: 4952.593262
	Iteration 20F: 3 clusters Score -2689540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2689547.250000 Penalty: 4952.593262
	Iteration 21Q: 3 clusters Score -2689547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2689557.250000 Penalty: 4952.593262
	Iteration 22Q: 3 clusters Score -2689557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2689586.750000 Penalty: 4952.593262
	Iteration 23Q: 3 clusters Score -2689587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2689597.750000 Penalty: 4952.593262
	Iteration 24Q: 3 clusters Score -2689598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2689615.750000 Penalty: 4952.593262
	Iteration 25Q: 3 clusters Score -2689616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2689626.750000 Penalty: 4952.593262
	Iteration 26Q: 3 clusters Score -2689627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2689646.000000 Penalty: 4952.593262
	Iteration 27Q: 3 clusters Score -2689646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2689649.750000 Penalty: 4952.593262
	Iteration 28Q: 3 clusters Score -2689650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2689654.250000 Penalty: 4952.593262
	Iteration 29Q: 3 clusters Score -2689654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2689659.250000 Penalty: 4952.593262
	Iteration 30Q: 3 clusters Score -2689659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2689674.750000 Penalty: 4952.593262
	Iteration 31Q: 3 clusters Score -2689675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2689679.000000 Penalty: 4952.593262
	Iteration 32Q: 3 clusters Score -2689679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2689681.250000 Penalty: 4952.593262
	Iteration 33Q: 3 clusters Score -2689681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2689692.500000 Penalty: 4952.593262
	Iteration 34Q: 3 clusters Score -2689692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2689698.750000 Penalty: 4952.593262
	Iteration 35Q: 3 clusters Score -2689699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2689703.500000 Penalty: 4952.593262
	Iteration 36Q: 3 clusters Score -2689704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2689707.750000 Penalty: 4952.593262
	Iteration 37Q: 3 clusters Score -2689708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2689712.000000 Penalty: 4952.593262
	Iteration 38Q: 3 clusters Score -2689712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2689709.000000 Penalty: 4952.593262
	Iteration 39Q: 3 clusters Score -2689709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2689712.250000 Penalty: 4952.593262
	Iteration 40F: 3 clusters Score -2689712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2689720.000000 Penalty: 4952.593262
	Iteration 41Q: 3 clusters Score -2689720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2689728.500000 Penalty: 4952.593262
	Iteration 42Q: 3 clusters Score -2689728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2689736.250000 Penalty: 4952.593262
	Iteration 43Q: 3 clusters Score -2689736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2689736.750000 Penalty: 4952.593262
	Iteration 44Q: 3 clusters Score -2689737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2689746.250000 Penalty: 4952.593262
	Iteration 45Q: 3 clusters Score -2689746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2689738.750000 Penalty: 4952.593262
	Iteration 46Q: 3 clusters Score -2689739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2689743.500000 Penalty: 4952.593262
	Iteration 47Q: 3 clusters Score -2689744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2689750.750000 Penalty: 4952.593262
	Iteration 48Q: 3 clusters Score -2689751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2689759.500000 Penalty: 4952.593262
	Iteration 49Q: 3 clusters Score -2689760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2689770.500000 Penalty: 4952.593262
	Iteration 50Q: 3 clusters Score -2689770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2689771.250000 Penalty: 4952.593262
	Iteration 51Q: 3 clusters Score -2689771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2689778.250000 Penalty: 4952.593262
	Iteration 52Q: 3 clusters Score -2689778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2689781.250000 Penalty: 4952.593262
	Iteration 53Q: 3 clusters Score -2689781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2689783.500000 Penalty: 4952.593262
	Iteration 54Q: 3 clusters Score -2689784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2689790.000000 Penalty: 4952.593262
	Iteration 55Q: 3 clusters Score -2689790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2689799.000000 Penalty: 4952.593262
	Iteration 56Q: 3 clusters Score -2689799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2689795.750000 Penalty: 4952.593262
	Iteration 57Q: 3 clusters Score -2689796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2689798.250000 Penalty: 4952.593262
	Iteration 58Q: 3 clusters Score -2689798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2689802.000000 Penalty: 4952.593262
	Iteration 59Q: 3 clusters Score -2689802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2689805.750000 Penalty: 4952.593262
	Iteration 60F: 3 clusters Score -2689806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2689812.000000 Penalty: 4952.593262
	Iteration 61Q: 3 clusters Score -2689812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2689815.000000 Penalty: 4952.593262
	Iteration 62Q: 3 clusters Score -2689815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2689821.000000 Penalty: 4952.593262
	Iteration 63Q: 3 clusters Score -2689821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2689822.000000 Penalty: 4952.593262
	Iteration 64Q: 3 clusters Score -2689822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2689831.250000 Penalty: 4952.593262
	Iteration 65Q: 3 clusters Score -2689831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2689830.750000 Penalty: 4952.593262
	Iteration 66Q: 3 clusters Score -2689831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2689827.750000 Penalty: 4952.593262
	Iteration 67Q: 3 clusters Score -2689828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2689836.750000 Penalty: 4952.593262
	Iteration 68Q: 3 clusters Score -2689837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2689842.250000 Penalty: 4952.593262
	Iteration 69Q: 3 clusters Score -2689842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2689847.250000 Penalty: 4952.593262
	Iteration 70Q: 3 clusters Score -2689847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2689850.250000 Penalty: 4952.593262
	Iteration 71Q: 3 clusters Score -2689850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2689855.250000 Penalty: 4952.593262
	Iteration 72Q: 3 clusters Score -2689855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2689866.000000 Penalty: 4952.593262
	Iteration 73Q: 3 clusters Score -2689866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2689871.750000 Penalty: 4952.593262
	Iteration 74Q: 3 clusters Score -2689872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2689870.500000 Penalty: 4952.593262
	Iteration 75Q: 3 clusters Score -2689870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2689874.250000 Penalty: 4952.593262
	Iteration 76Q: 3 clusters Score -2689874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2689880.500000 Penalty: 4952.593262
	Iteration 77Q: 3 clusters Score -2689880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2689886.000000 Penalty: 4952.593262
	Iteration 78Q: 3 clusters Score -2689886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2689895.250000 Penalty: 4952.593262
	Iteration 79Q: 3 clusters Score -2689895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2689901.500000 Penalty: 4952.593262
	Iteration 80F: 3 clusters Score -2689902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2689912.000000 Penalty: 4952.593262
	Iteration 81Q: 3 clusters Score -2689912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2689914.500000 Penalty: 4952.593262
	Iteration 82Q: 3 clusters Score -2689914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2689918.250000 Penalty: 4952.593262
	Iteration 83Q: 3 clusters Score -2689918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2689928.250000 Penalty: 4952.593262
	Iteration 84Q: 3 clusters Score -2689928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2689934.750000 Penalty: 4952.593262
	Iteration 85Q: 3 clusters Score -2689935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2689938.000000 Penalty: 4952.593262
	Iteration 86Q: 3 clusters Score -2689938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2689942.750000 Penalty: 4952.593262
	Iteration 87Q: 3 clusters Score -2689943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2689940.250000 Penalty: 4952.593262
	Iteration 88Q: 3 clusters Score -2689940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2689943.250000 Penalty: 4952.593262
	Iteration 89Q: 3 clusters Score -2689943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2689950.250000 Penalty: 4952.593262
	Iteration 90Q: 3 clusters Score -2689950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2689958.500000 Penalty: 4952.593262
	Iteration 91Q: 3 clusters Score -2689958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2689956.250000 Penalty: 4952.593262
	Iteration 92Q: 3 clusters Score -2689956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2689956.500000 Penalty: 4952.593262
	Iteration 93Q: 3 clusters Score -2689956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2689965.250000 Penalty: 4952.593262
	Iteration 94Q: 3 clusters Score -2689965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2689968.250000 Penalty: 4952.593262
	Iteration 95Q: 3 clusters Score -2689968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2689977.250000 Penalty: 4952.593262
	Iteration 96Q: 3 clusters Score -2689977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2689982.750000 Penalty: 4952.593262
	Iteration 97Q: 3 clusters Score -2689983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2689985.250000 Penalty: 4952.593262
	Iteration 98Q: 3 clusters Score -2689985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2689995.000000 Penalty: 4952.593262
	Iteration 99Q: 3 clusters Score -2689995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2689996.000000 Penalty: 4952.593262
	Iteration 100F: 3 clusters Score -2689996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2690000.250000 Penalty: 4952.593262
	Iteration 101Q: 3 clusters Score -2690000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2690008.250000 Penalty: 4952.593262
	Iteration 102Q: 3 clusters Score -2690008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2690013.750000 Penalty: 4952.593262
	Iteration 103Q: 3 clusters Score -2690014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2690018.250000 Penalty: 4952.593262
	Iteration 104Q: 3 clusters Score -2690018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2690025.250000 Penalty: 4952.593262
	Iteration 105Q: 3 clusters Score -2690025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2690025.500000 Penalty: 4952.593262
	Iteration 106Q: 3 clusters Score -2690026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2690027.250000 Penalty: 4952.593262
	Iteration 107Q: 3 clusters Score -2690027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2690034.750000 Penalty: 4952.593262
	Iteration 108Q: 3 clusters Score -2690035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2690036.250000 Penalty: 4952.593262
	Iteration 109Q: 3 clusters Score -2690036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2690040.750000 Penalty: 4952.593262
	Iteration 110Q: 3 clusters Score -2690041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2690048.500000 Penalty: 4952.593262
	Iteration 111Q: 3 clusters Score -2690048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2690055.000000 Penalty: 4952.593262
	Iteration 112Q: 3 clusters Score -2690055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2690060.250000 Penalty: 4952.593262
	Iteration 113Q: 3 clusters Score -2690060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2690063.000000 Penalty: 4952.593262
	Iteration 114Q: 3 clusters Score -2690063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2690080.500000 Penalty: 4952.593262
	Iteration 115Q: 3 clusters Score -2690080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2690090.750000 Penalty: 4952.593262
	Iteration 116Q: 3 clusters Score -2690091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2690094.500000 Penalty: 4952.593262
	Iteration 117Q: 3 clusters Score -2690094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2690105.000000 Penalty: 4952.593262
	Iteration 118Q: 3 clusters Score -2690105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2690122.250000 Penalty: 4952.593262
	Iteration 119Q: 3 clusters Score -2690122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2690126.250000 Penalty: 4952.593262
	Iteration 120F: 3 clusters Score -2690126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2690133.000000 Penalty: 4952.593262
	Iteration 121Q: 3 clusters Score -2690133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2690129.500000 Penalty: 4952.593262
	Iteration 122Q: 3 clusters Score -2690130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2690138.250000 Penalty: 4952.593262
	Iteration 123Q: 3 clusters Score -2690138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2690142.000000 Penalty: 4952.593262
	Iteration 124Q: 3 clusters Score -2690142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2690149.750000 Penalty: 4952.593262
	Iteration 125Q: 3 clusters Score -2690150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2690154.000000 Penalty: 4952.593262
	Iteration 126Q: 3 clusters Score -2690154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2690161.250000 Penalty: 4952.593262
	Iteration 127Q: 3 clusters Score -2690161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2690168.000000 Penalty: 4952.593262
	Iteration 128Q: 3 clusters Score -2690168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2690166.500000 Penalty: 4952.593262
	Iteration 129Q: 3 clusters Score -2690166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2690173.750000 Penalty: 4952.593262
	Iteration 130Q: 3 clusters Score -2690174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2690182.500000 Penalty: 4952.593262
	Iteration 131Q: 3 clusters Score -2690182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2690187.000000 Penalty: 4952.593262
	Iteration 132Q: 3 clusters Score -2690187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2690191.000000 Penalty: 4952.593262
	Iteration 133Q: 3 clusters Score -2690191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2690197.250000 Penalty: 4952.593262
	Iteration 134Q: 3 clusters Score -2690197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2690201.250000 Penalty: 4952.593262
	Iteration 135Q: 3 clusters Score -2690201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2690211.750000 Penalty: 4952.593262
	Iteration 136Q: 3 clusters Score -2690212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2690218.750000 Penalty: 4952.593262
	Iteration 137Q: 3 clusters Score -2690219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2690216.250000 Penalty: 4952.593262
	Iteration 138Q: 3 clusters Score -2690216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2690219.500000 Penalty: 4952.593262
	Iteration 139Q: 3 clusters Score -2690220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2690217.750000 Penalty: 4952.593262
	Iteration 140F: 3 clusters Score -2690218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2690216.500000 Penalty: 4952.593262
	Iteration 141Q: 3 clusters Score -2690216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2690216.500000 Penalty: 4952.593262
	Iteration 142F: 3 clusters Score -2690216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Entering Unmasked Estep 
Score: -2452110.750000 Penalty: 2441.602051
	Iteration 0F: 2 clusters Score -2452111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2438780.500000 Penalty: 4883.204102
	Iteration 0F: 3 clusters Score -2438780 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2443042.000000 Penalty: 4883.204102
	Iteration 1F: 3 clusters Score -2443042 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2443417.500000 Penalty: 4883.204102
	Iteration 2F: 3 clusters Score -2443418 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2443723.750000 Penalty: 4883.204102
	Iteration 3Q: 3 clusters Score -2443724 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2444042.750000 Penalty: 4883.204102
	Iteration 4Q: 3 clusters Score -2444043 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2444363.250000 Penalty: 4883.204102
	Iteration 5Q: 3 clusters Score -2444363 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2444778.250000 Penalty: 4883.204102
	Iteration 6Q: 3 clusters Score -2444778 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2445262.750000 Penalty: 4883.204102
	Iteration 7Q: 3 clusters Score -2445263 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2445836.500000 Penalty: 4883.204102
	Iteration 8F: 3 clusters Score -2445836 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2446577.250000 Penalty: 4883.204102
	Iteration 9F: 3 clusters Score -2446577 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2447398.750000 Penalty: 4883.204102
	Iteration 10F: 3 clusters Score -2447399 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2448202.000000 Penalty: 4883.204102
	Iteration 11F: 3 clusters Score -2448202 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2448920.500000 Penalty: 4883.204102
	Iteration 12Q: 3 clusters Score -2448920 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2449410.500000 Penalty: 4883.204102
	Iteration 13Q: 3 clusters Score -2449410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2449642.500000 Penalty: 4883.204102
	Iteration 14Q: 3 clusters Score -2449642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2449790.250000 Penalty: 4883.204102
	Iteration 15Q: 3 clusters Score -2449790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2449876.500000 Penalty: 4883.204102
	Iteration 16Q: 3 clusters Score -2449876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2449930.000000 Penalty: 4883.204102
	Iteration 17Q: 3 clusters Score -2449930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2449955.250000 Penalty: 4883.204102
	Iteration 18Q: 3 clusters Score -2449955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2449966.250000 Penalty: 4883.204102
	Iteration 19Q: 3 clusters Score -2449966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2449975.500000 Penalty: 4883.204102
	Iteration 20F: 3 clusters Score -2449976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2449976.500000 Penalty: 4883.204102
	Iteration 21Q: 3 clusters Score -2449976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2449984.500000 Penalty: 4883.204102
	Iteration 22Q: 3 clusters Score -2449984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2449987.000000 Penalty: 4883.204102
	Iteration 23Q: 3 clusters Score -2449987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2449986.750000 Penalty: 4883.204102
	Iteration 24Q: 3 clusters Score -2449987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2449986.750000 Penalty: 4883.204102
	Iteration 25F: 3 clusters Score -2449987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (236624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236624 members 
Entering Unmasked Estep 
Score: -30263426.000000 Penalty: 3068.808350
	Iteration 0F: 2 clusters Score -3.026343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -30165512.000000 Penalty: 6137.616699
	Iteration 0F: 3 clusters Score -3.016551e+07 nChanged 113819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -30231736.000000 Penalty: 6137.616699
	Iteration 1F: 3 clusters Score -3.023174e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -30233036.000000 Penalty: 6137.616699
	Iteration 2Q: 3 clusters Score -3.023304e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -30234524.000000 Penalty: 6137.616699
	Iteration 3Q: 3 clusters Score -3.023452e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -30236670.000000 Penalty: 6137.616699
	Iteration 4Q: 3 clusters Score -3.023667e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -30240866.000000 Penalty: 6137.616699
	Iteration 5Q: 3 clusters Score -3.024087e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 154858 members 
Entering Unmasked Estep 
Score: -30246764.000000 Penalty: 6137.616699
	Iteration 6F: 3 clusters Score -3.024676e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -30253482.000000 Penalty: 6137.616699
	Iteration 7F: 3 clusters Score -3.025348e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 183705 members 
Entering Unmasked Estep 
Score: -30258556.000000 Penalty: 6137.616699
	Iteration 8F: 3 clusters Score -3.025856e+07 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 194935 members 
Entering Unmasked Estep 
Score: -30260008.000000 Penalty: 6137.616699
	Iteration 9F: 3 clusters Score -3.026001e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 202089 members 
Entering Unmasked Estep 
Score: -30260546.000000 Penalty: 6137.616699
	Iteration 10Q: 3 clusters Score -3.026055e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 206413 members 
Entering Unmasked Estep 
Score: -30260824.000000 Penalty: 6137.616699
	Iteration 11Q: 3 clusters Score -3.026082e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 209203 members 
Entering Unmasked Estep 
Score: -30261006.000000 Penalty: 6137.616699
	Iteration 12Q: 3 clusters Score -3.026101e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 210916 members 
Entering Unmasked Estep 
Score: -30261174.000000 Penalty: 6137.616699
	Iteration 13Q: 3 clusters Score -3.026117e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 212083 members 
Entering Unmasked Estep 
Score: -30261290.000000 Penalty: 6137.616699
	Iteration 14Q: 3 clusters Score -3.026129e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 212803 members 
Entering Unmasked Estep 
Score: -30261312.000000 Penalty: 6137.616699
	Iteration 15Q: 3 clusters Score -3.026131e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 213315 members 
Entering Unmasked Estep 
Score: -30261292.000000 Penalty: 6137.616699
	Iteration 16Q: 3 clusters Score -3.026129e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 213686 members 
Entering Unmasked Estep 
Score: -30261466.000000 Penalty: 6137.616699
	Iteration 17Q: 3 clusters Score -3.026147e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 213978 members 
Entering Unmasked Estep 
Score: -30261522.000000 Penalty: 6137.616699
	Iteration 18Q: 3 clusters Score -3.026152e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 214254 members 
Entering Unmasked Estep 
Score: -30261462.000000 Penalty: 6137.616699
	Iteration 19Q: 3 clusters Score -3.026146e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 214455 members 
Entering Unmasked Estep 
Score: -30261576.000000 Penalty: 6137.616699
	Iteration 20F: 3 clusters Score -3.026158e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -30261634.000000 Penalty: 6137.616699
	Iteration 21Q: 3 clusters Score -3.026163e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 214782 members 
Entering Unmasked Estep 
Score: -30261736.000000 Penalty: 6137.616699
	Iteration 22Q: 3 clusters Score -3.026174e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 214871 members 
Entering Unmasked Estep 
Score: -30261902.000000 Penalty: 6137.616699
	Iteration 23Q: 3 clusters Score -3.02619e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 214954 members 
Entering Unmasked Estep 
Score: -30262126.000000 Penalty: 6137.616699
	Iteration 24Q: 3 clusters Score -3.026213e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 215033 members 
Entering Unmasked Estep 
Score: -30262460.000000 Penalty: 6137.616699
	Iteration 25Q: 3 clusters Score -3.026246e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 215111 members 
Entering Unmasked Estep 
Score: -30262582.000000 Penalty: 6137.616699
	Iteration 26Q: 3 clusters Score -3.026258e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 215220 members 
Entering Unmasked Estep 
Score: -30262864.000000 Penalty: 6137.616699
	Iteration 27Q: 3 clusters Score -3.026286e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 215389 members 
Entering Unmasked Estep 
Score: -30263200.000000 Penalty: 6137.616699
	Iteration 28Q: 3 clusters Score -3.02632e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 215562 members 
Entering Unmasked Estep 
Score: -30263400.000000 Penalty: 6137.616699
	Iteration 29Q: 3 clusters Score -3.02634e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 215767 members 
Entering Unmasked Estep 
Score: -30263554.000000 Penalty: 6137.616699
	Iteration 30Q: 3 clusters Score -3.026355e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 215996 members 
Entering Unmasked Estep 
Score: -30263694.000000 Penalty: 6137.616699
	Iteration 31Q: 3 clusters Score -3.026369e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 216261 members 
Entering Unmasked Estep 
Score: -30264064.000000 Penalty: 6137.616699
	Iteration 32Q: 3 clusters Score -3.026406e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 216580 members 
Entering Unmasked Estep 
Score: -30264300.000000 Penalty: 6137.616699
	Iteration 33Q: 3 clusters Score -3.02643e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 216954 members 
Entering Unmasked Estep 
Score: -30264648.000000 Penalty: 6137.616699
	Iteration 34Q: 3 clusters Score -3.026465e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 217374 members 
Entering Unmasked Estep 
Score: -30265052.000000 Penalty: 6137.616699
	Iteration 35Q: 3 clusters Score -3.026505e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 217806 members 
Entering Unmasked Estep 
Score: -30265324.000000 Penalty: 6137.616699
	Iteration 36Q: 3 clusters Score -3.026532e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 218337 members 
Entering Unmasked Estep 
Score: -30265564.000000 Penalty: 6137.616699
	Iteration 37Q: 3 clusters Score -3.026556e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 218874 members 
Entering Unmasked Estep 
Score: -30265832.000000 Penalty: 6137.616699
	Iteration 38Q: 3 clusters Score -3.026583e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 219432 members 
Entering Unmasked Estep 
Score: -30266150.000000 Penalty: 6137.616699
	Iteration 39Q: 3 clusters Score -3.026615e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 219990 members 
Entering Unmasked Estep 
Score: -30266356.000000 Penalty: 6137.616699
	Iteration 40F: 3 clusters Score -3.026636e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 220490 members 
Entering Unmasked Estep 
Score: -30266722.000000 Penalty: 6137.616699
	Iteration 41Q: 3 clusters Score -3.026672e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 221006 members 
Entering Unmasked Estep 
Score: -30266930.000000 Penalty: 6137.616699
	Iteration 42Q: 3 clusters Score -3.026693e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 221554 members 
Entering Unmasked Estep 
Score: -30267328.000000 Penalty: 6137.616699
	Iteration 43Q: 3 clusters Score -3.026733e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 222046 members 
Entering Unmasked Estep 
Score: -30267552.000000 Penalty: 6137.616699
	Iteration 44Q: 3 clusters Score -3.026755e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 222512 members 
Entering Unmasked Estep 
Score: -30267612.000000 Penalty: 6137.616699
	Iteration 45Q: 3 clusters Score -3.026761e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 222924 members 
Entering Unmasked Estep 
Score: -30267720.000000 Penalty: 6137.616699
	Iteration 46Q: 3 clusters Score -3.026772e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 223280 members 
Entering Unmasked Estep 
Score: -30267704.000000 Penalty: 6137.616699
	Iteration 47Q: 3 clusters Score -3.02677e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 223634 members 
Entering Unmasked Estep 
Score: -30267690.000000 Penalty: 6137.616699
	Iteration 48Q: 3 clusters Score -3.026769e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 223977 members 
Entering Unmasked Estep 
Score: -30267576.000000 Penalty: 6137.616699
	Iteration 49Q: 3 clusters Score -3.026758e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 224315 members 
Entering Unmasked Estep 
Score: -30267566.000000 Penalty: 6137.616699
	Iteration 50Q: 3 clusters Score -3.026757e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -30267528.000000 Penalty: 6137.616699
	Iteration 51Q: 3 clusters Score -3.026753e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 224944 members 
Entering Unmasked Estep 
Score: -30267486.000000 Penalty: 6137.616699
	Iteration 52Q: 3 clusters Score -3.026749e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 225223 members 
Entering Unmasked Estep 
Score: -30267484.000000 Penalty: 6137.616699
	Iteration 53Q: 3 clusters Score -3.026748e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -30267346.000000 Penalty: 6137.616699
	Iteration 54Q: 3 clusters Score -3.026735e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -30267358.000000 Penalty: 6137.616699
	Iteration 55Q: 3 clusters Score -3.026736e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 225961 members 
Entering Unmasked Estep 
Score: -30267232.000000 Penalty: 6137.616699
	Iteration 56Q: 3 clusters Score -3.026723e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 226156 members 
Entering Unmasked Estep 
Score: -30267220.000000 Penalty: 6137.616699
	Iteration 57Q: 3 clusters Score -3.026722e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 226347 members 
Entering Unmasked Estep 
Score: -30267182.000000 Penalty: 6137.616699
	Iteration 58Q: 3 clusters Score -3.026718e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 226551 members 
Entering Unmasked Estep 
Score: -30267112.000000 Penalty: 6137.616699
	Iteration 59Q: 3 clusters Score -3.026711e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 226735 members 
Entering Unmasked Estep 
Score: -30267006.000000 Penalty: 6137.616699
	Iteration 60F: 3 clusters Score -3.026701e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 226913 members 
Entering Unmasked Estep 
Score: -30266904.000000 Penalty: 6137.616699
	Iteration 61Q: 3 clusters Score -3.02669e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 227060 members 
Entering Unmasked Estep 
Score: -30266828.000000 Penalty: 6137.616699
	Iteration 62Q: 3 clusters Score -3.026683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 227222 members 
Entering Unmasked Estep 
Score: -30266778.000000 Penalty: 6137.616699
	Iteration 63Q: 3 clusters Score -3.026678e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 227399 members 
Entering Unmasked Estep 
Score: -30266772.000000 Penalty: 6137.616699
	Iteration 64Q: 3 clusters Score -3.026677e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 227587 members 
Entering Unmasked Estep 
Score: -30266716.000000 Penalty: 6137.616699
	Iteration 65Q: 3 clusters Score -3.026672e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 227753 members 
Entering Unmasked Estep 
Score: -30266628.000000 Penalty: 6137.616699
	Iteration 66Q: 3 clusters Score -3.026663e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 227919 members 
Entering Unmasked Estep 
Score: -30266620.000000 Penalty: 6137.616699
	Iteration 67Q: 3 clusters Score -3.026662e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -30266550.000000 Penalty: 6137.616699
	Iteration 68Q: 3 clusters Score -3.026655e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 228217 members 
Entering Unmasked Estep 
Score: -30266494.000000 Penalty: 6137.616699
	Iteration 69Q: 3 clusters Score -3.026649e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 228366 members 
Entering Unmasked Estep 
Score: -30266480.000000 Penalty: 6137.616699
	Iteration 70Q: 3 clusters Score -3.026648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 228478 members 
Entering Unmasked Estep 
Score: -30266386.000000 Penalty: 6137.616699
	Iteration 71Q: 3 clusters Score -3.026639e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 228602 members 
Entering Unmasked Estep 
Score: -30266346.000000 Penalty: 6137.616699
	Iteration 72Q: 3 clusters Score -3.026635e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 228716 members 
Entering Unmasked Estep 
Score: -30266260.000000 Penalty: 6137.616699
	Iteration 73Q: 3 clusters Score -3.026626e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 228825 members 
Entering Unmasked Estep 
Score: -30266240.000000 Penalty: 6137.616699
	Iteration 74Q: 3 clusters Score -3.026624e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 228929 members 
Entering Unmasked Estep 
Score: -30266204.000000 Penalty: 6137.616699
	Iteration 75Q: 3 clusters Score -3.02662e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 229022 members 
Entering Unmasked Estep 
Score: -30266204.000000 Penalty: 6137.616699
	Iteration 76Q: 3 clusters Score -3.02662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 229104 members 
Entering Unmasked Estep 
Score: -30266166.000000 Penalty: 6137.616699
	Iteration 77Q: 3 clusters Score -3.026617e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 229177 members 
Entering Unmasked Estep 
Score: -30266180.000000 Penalty: 6137.616699
	Iteration 78Q: 3 clusters Score -3.026618e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 229264 members 
Entering Unmasked Estep 
Score: -30266136.000000 Penalty: 6137.616699
	Iteration 79Q: 3 clusters Score -3.026614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 229339 members 
Entering Unmasked Estep 
Score: -30266122.000000 Penalty: 6137.616699
	Iteration 80F: 3 clusters Score -3.026612e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 229418 members 
Entering Unmasked Estep 
Score: -30266138.000000 Penalty: 6137.616699
	Iteration 81Q: 3 clusters Score -3.026614e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 229506 members 
Entering Unmasked Estep 
Score: -30266102.000000 Penalty: 6137.616699
	Iteration 82Q: 3 clusters Score -3.02661e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 229588 members 
Entering Unmasked Estep 
Score: -30266078.000000 Penalty: 6137.616699
	Iteration 83Q: 3 clusters Score -3.026608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -30266032.000000 Penalty: 6137.616699
	Iteration 84Q: 3 clusters Score -3.026603e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 229714 members 
Entering Unmasked Estep 
Score: -30265956.000000 Penalty: 6137.616699
	Iteration 85Q: 3 clusters Score -3.026596e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 229784 members 
Entering Unmasked Estep 
Score: -30265938.000000 Penalty: 6137.616699
	Iteration 86Q: 3 clusters Score -3.026594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 229848 members 
Entering Unmasked Estep 
Score: -30265918.000000 Penalty: 6137.616699
	Iteration 87Q: 3 clusters Score -3.026592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 229893 members 
Entering Unmasked Estep 
Score: -30265908.000000 Penalty: 6137.616699
	Iteration 88Q: 3 clusters Score -3.026591e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 229941 members 
Entering Unmasked Estep 
Score: -30265894.000000 Penalty: 6137.616699
	Iteration 89Q: 3 clusters Score -3.026589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 229991 members 
Entering Unmasked Estep 
Score: -30265886.000000 Penalty: 6137.616699
	Iteration 90Q: 3 clusters Score -3.026589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 230041 members 
Entering Unmasked Estep 
Score: -30265846.000000 Penalty: 6137.616699
	Iteration 91Q: 3 clusters Score -3.026585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 230087 members 
Entering Unmasked Estep 
Score: -30265834.000000 Penalty: 6137.616699
	Iteration 92Q: 3 clusters Score -3.026583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 230130 members 
Entering Unmasked Estep 
Score: -30265796.000000 Penalty: 6137.616699
	Iteration 93Q: 3 clusters Score -3.02658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 230171 members 
Entering Unmasked Estep 
Score: -30265792.000000 Penalty: 6137.616699
	Iteration 94Q: 3 clusters Score -3.026579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 230215 members 
Entering Unmasked Estep 
Score: -30265764.000000 Penalty: 6137.616699
	Iteration 95Q: 3 clusters Score -3.026576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 230262 members 
Entering Unmasked Estep 
Score: -30265744.000000 Penalty: 6137.616699
	Iteration 96Q: 3 clusters Score -3.026574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 230307 members 
Entering Unmasked Estep 
Score: -30265698.000000 Penalty: 6137.616699
	Iteration 97Q: 3 clusters Score -3.02657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 230350 members 
Entering Unmasked Estep 
Score: -30265694.000000 Penalty: 6137.616699
	Iteration 98Q: 3 clusters Score -3.026569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 230385 members 
Entering Unmasked Estep 
Score: -30265686.000000 Penalty: 6137.616699
	Iteration 99Q: 3 clusters Score -3.026569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 230424 members 
Entering Unmasked Estep 
Score: -30265630.000000 Penalty: 6137.616699
	Iteration 100F: 3 clusters Score -3.026563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 230458 members 
Entering Unmasked Estep 
Score: -30265608.000000 Penalty: 6137.616699
	Iteration 101Q: 3 clusters Score -3.026561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 230500 members 
Entering Unmasked Estep 
Score: -30265552.000000 Penalty: 6137.616699
	Iteration 102Q: 3 clusters Score -3.026555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 230552 members 
Entering Unmasked Estep 
Score: -30265518.000000 Penalty: 6137.616699
	Iteration 103Q: 3 clusters Score -3.026552e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 230600 members 
Entering Unmasked Estep 
Score: -30265524.000000 Penalty: 6137.616699
	Iteration 104Q: 3 clusters Score -3.026552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 230645 members 
Entering Unmasked Estep 
Score: -30265478.000000 Penalty: 6137.616699
	Iteration 105Q: 3 clusters Score -3.026548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 230700 members 
Entering Unmasked Estep 
Score: -30265448.000000 Penalty: 6137.616699
	Iteration 106Q: 3 clusters Score -3.026545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 230766 members 
Entering Unmasked Estep 
Score: -30265408.000000 Penalty: 6137.616699
	Iteration 107Q: 3 clusters Score -3.026541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 230816 members 
Entering Unmasked Estep 
Score: -30265378.000000 Penalty: 6137.616699
	Iteration 108Q: 3 clusters Score -3.026538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 230873 members 
Entering Unmasked Estep 
Score: -30265310.000000 Penalty: 6137.616699
	Iteration 109Q: 3 clusters Score -3.026531e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 230927 members 
Entering Unmasked Estep 
Score: -30265240.000000 Penalty: 6137.616699
	Iteration 110Q: 3 clusters Score -3.026524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 230974 members 
Entering Unmasked Estep 
Score: -30265244.000000 Penalty: 6137.616699
	Iteration 111Q: 3 clusters Score -3.026524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 231013 members 
Entering Unmasked Estep 
Score: -30265226.000000 Penalty: 6137.616699
	Iteration 112Q: 3 clusters Score -3.026523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 231050 members 
Entering Unmasked Estep 
Score: -30265208.000000 Penalty: 6137.616699
	Iteration 113Q: 3 clusters Score -3.026521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 231086 members 
Entering Unmasked Estep 
Score: -30265168.000000 Penalty: 6137.616699
	Iteration 114Q: 3 clusters Score -3.026517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 231109 members 
Entering Unmasked Estep 
Score: -30265156.000000 Penalty: 6137.616699
	Iteration 115Q: 3 clusters Score -3.026516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 231131 members 
Entering Unmasked Estep 
Score: -30265154.000000 Penalty: 6137.616699
	Iteration 116Q: 3 clusters Score -3.026515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 231150 members 
Entering Unmasked Estep 
Score: -30265144.000000 Penalty: 6137.616699
	Iteration 117Q: 3 clusters Score -3.026514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 231169 members 
Entering Unmasked Estep 
Score: -30265140.000000 Penalty: 6137.616699
	Iteration 118Q: 3 clusters Score -3.026514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 231190 members 
Entering Unmasked Estep 
Score: -30265120.000000 Penalty: 6137.616699
	Iteration 119Q: 3 clusters Score -3.026512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 231211 members 
Entering Unmasked Estep 
Score: -30265116.000000 Penalty: 6137.616699
	Iteration 120F: 3 clusters Score -3.026512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 231236 members 
Entering Unmasked Estep 
Score: -30265118.000000 Penalty: 6137.616699
	Iteration 121Q: 3 clusters Score -3.026512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 231257 members 
Entering Unmasked Estep 
Score: -30265108.000000 Penalty: 6137.616699
	Iteration 122Q: 3 clusters Score -3.026511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 231281 members 
Entering Unmasked Estep 
Score: -30265090.000000 Penalty: 6137.616699
	Iteration 123Q: 3 clusters Score -3.026509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 231303 members 
Entering Unmasked Estep 
Score: -30265102.000000 Penalty: 6137.616699
	Iteration 124Q: 3 clusters Score -3.02651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 231327 members 
Entering Unmasked Estep 
Score: -30265084.000000 Penalty: 6137.616699
	Iteration 125Q: 3 clusters Score -3.026508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 231346 members 
Entering Unmasked Estep 
Score: -30265098.000000 Penalty: 6137.616699
	Iteration 126Q: 3 clusters Score -3.02651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 231366 members 
Entering Unmasked Estep 
Score: -30265100.000000 Penalty: 6137.616699
	Iteration 127Q: 3 clusters Score -3.02651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 231389 members 
Entering Unmasked Estep 
Score: -30265052.000000 Penalty: 6137.616699
	Iteration 128Q: 3 clusters Score -3.026505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 231411 members 
Entering Unmasked Estep 
Score: -30265040.000000 Penalty: 6137.616699
	Iteration 129Q: 3 clusters Score -3.026504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 231430 members 
Entering Unmasked Estep 
Score: -30265050.000000 Penalty: 6137.616699
	Iteration 130Q: 3 clusters Score -3.026505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 231451 members 
Entering Unmasked Estep 
Score: -30265022.000000 Penalty: 6137.616699
	Iteration 131Q: 3 clusters Score -3.026502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 231470 members 
Entering Unmasked Estep 
Score: -30265034.000000 Penalty: 6137.616699
	Iteration 132Q: 3 clusters Score -3.026503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 231483 members 
Entering Unmasked Estep 
Score: -30265010.000000 Penalty: 6137.616699
	Iteration 133Q: 3 clusters Score -3.026501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 231504 members 
Entering Unmasked Estep 
Score: -30264998.000000 Penalty: 6137.616699
	Iteration 134Q: 3 clusters Score -3.0265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 231514 members 
Entering Unmasked Estep 
Score: -30264998.000000 Penalty: 6137.616699
	Iteration 135Q: 3 clusters Score -3.0265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 231527 members 
Entering Unmasked Estep 
Score: -30265016.000000 Penalty: 6137.616699
	Iteration 136Q: 3 clusters Score -3.026502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 231540 members 
Entering Unmasked Estep 
Score: -30265020.000000 Penalty: 6137.616699
	Iteration 137Q: 3 clusters Score -3.026502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 231559 members 
Entering Unmasked Estep 
Score: -30265002.000000 Penalty: 6137.616699
	Iteration 138Q: 3 clusters Score -3.0265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 231574 members 
Entering Unmasked Estep 
Score: -30265030.000000 Penalty: 6137.616699
	Iteration 139Q: 3 clusters Score -3.026503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 231589 members 
Entering Unmasked Estep 
Score: -30264994.000000 Penalty: 6137.616699
	Iteration 140F: 3 clusters Score -3.026499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 231599 members 
Entering Unmasked Estep 
Score: -30264998.000000 Penalty: 6137.616699
	Iteration 141Q: 3 clusters Score -3.0265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 231605 members 
Entering Unmasked Estep 
Score: -30264988.000000 Penalty: 6137.616699
	Iteration 142Q: 3 clusters Score -3.026499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 231607 members 
Entering Unmasked Estep 
Score: -30264972.000000 Penalty: 6137.616699
	Iteration 143Q: 3 clusters Score -3.026497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 231612 members 
Entering Unmasked Estep 
Score: -30264982.000000 Penalty: 6137.616699
	Iteration 144Q: 3 clusters Score -3.026498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 231619 members 
Entering Unmasked Estep 
Score: -30264984.000000 Penalty: 6137.616699
	Iteration 145Q: 3 clusters Score -3.026498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -30264980.000000 Penalty: 6137.616699
	Iteration 146Q: 3 clusters Score -3.026498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 231636 members 
Entering Unmasked Estep 
Score: -30264972.000000 Penalty: 6137.616699
	Iteration 147Q: 3 clusters Score -3.026497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 231648 members 
Entering Unmasked Estep 
Score: -30264978.000000 Penalty: 6137.616699
	Iteration 148Q: 3 clusters Score -3.026498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231661 members 
Entering Unmasked Estep 
Score: -30264974.000000 Penalty: 6137.616699
	Iteration 149Q: 3 clusters Score -3.026497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 231669 members 
Entering Unmasked Estep 
Score: -30264988.000000 Penalty: 6137.616699
	Iteration 150Q: 3 clusters Score -3.026499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231674 members 
Entering Unmasked Estep 
Score: -30264994.000000 Penalty: 6137.616699
	Iteration 151Q: 3 clusters Score -3.026499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 231680 members 
Entering Unmasked Estep 
Score: -30265008.000000 Penalty: 6137.616699
	Iteration 152Q: 3 clusters Score -3.026501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 231687 members 
Entering Unmasked Estep 
Score: -30265014.000000 Penalty: 6137.616699
	Iteration 153Q: 3 clusters Score -3.026501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -30264974.000000 Penalty: 6137.616699
	Iteration 154Q: 3 clusters Score -3.026497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 231705 members 
Entering Unmasked Estep 
Score: -30264976.000000 Penalty: 6137.616699
	Iteration 155Q: 3 clusters Score -3.026498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 231709 members 
Entering Unmasked Estep 
Score: -30264982.000000 Penalty: 6137.616699
	Iteration 156Q: 3 clusters Score -3.026498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 231714 members 
Entering Unmasked Estep 
Score: -30264970.000000 Penalty: 6137.616699
	Iteration 157Q: 3 clusters Score -3.026497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 231717 members 
Entering Unmasked Estep 
Score: -30264982.000000 Penalty: 6137.616699
	Iteration 158Q: 3 clusters Score -3.026498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 231719 members 
Entering Unmasked Estep 
Score: -30264980.000000 Penalty: 6137.616699
	Iteration 159Q: 3 clusters Score -3.026498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 231723 members 
Entering Unmasked Estep 
Score: -30264982.000000 Penalty: 6137.616699
	Iteration 160F: 3 clusters Score -3.026498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 231726 members 
Entering Unmasked Estep 
Score: -30264984.000000 Penalty: 6137.616699
	Iteration 161Q: 3 clusters Score -3.026498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 231728 members 
Entering Unmasked Estep 
Score: -30264990.000000 Penalty: 6137.616699
	Iteration 162Q: 3 clusters Score -3.026499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 231733 members 
Entering Unmasked Estep 
Score: -30265006.000000 Penalty: 6137.616699
	Iteration 163Q: 3 clusters Score -3.026501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 231738 members 
Entering Unmasked Estep 
Score: -30265000.000000 Penalty: 6137.616699
	Iteration 164Q: 3 clusters Score -3.0265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 231744 members 
Entering Unmasked Estep 
Score: -30264978.000000 Penalty: 6137.616699
	Iteration 165Q: 3 clusters Score -3.026498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 231751 members 
Entering Unmasked Estep 
Score: -30264992.000000 Penalty: 6137.616699
	Iteration 166Q: 3 clusters Score -3.026499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 231762 members 
Entering Unmasked Estep 
Score: -30264974.000000 Penalty: 6137.616699
	Iteration 167Q: 3 clusters Score -3.026497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 231770 members 
Entering Unmasked Estep 
Score: -30264970.000000 Penalty: 6137.616699
	Iteration 168Q: 3 clusters Score -3.026497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 231778 members 
Entering Unmasked Estep 
Score: -30264962.000000 Penalty: 6137.616699
	Iteration 169Q: 3 clusters Score -3.026496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 231789 members 
Entering Unmasked Estep 
Score: -30264932.000000 Penalty: 6137.616699
	Iteration 170Q: 3 clusters Score -3.026493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 231798 members 
Entering Unmasked Estep 
Score: -30264938.000000 Penalty: 6137.616699
	Iteration 171Q: 3 clusters Score -3.026494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 231810 members 
Entering Unmasked Estep 
Score: -30264934.000000 Penalty: 6137.616699
	Iteration 172Q: 3 clusters Score -3.026493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 231815 members 
Entering Unmasked Estep 
Score: -30264926.000000 Penalty: 6137.616699
	Iteration 173Q: 3 clusters Score -3.026493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 231820 members 
Entering Unmasked Estep 
Score: -30264916.000000 Penalty: 6137.616699
	Iteration 174Q: 3 clusters Score -3.026492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 231824 members 
Entering Unmasked Estep 
Score: -30264930.000000 Penalty: 6137.616699
	Iteration 175Q: 3 clusters Score -3.026493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 231828 members 
Entering Unmasked Estep 
Score: -30264918.000000 Penalty: 6137.616699
	Iteration 176Q: 3 clusters Score -3.026492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 231834 members 
Entering Unmasked Estep 
Score: -30264932.000000 Penalty: 6137.616699
	Iteration 177Q: 3 clusters Score -3.026493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 231838 members 
Entering Unmasked Estep 
Score: -30264942.000000 Penalty: 6137.616699
	Iteration 178Q: 3 clusters Score -3.026494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 231841 members 
Entering Unmasked Estep 
Score: -30264950.000000 Penalty: 6137.616699
	Iteration 179Q: 3 clusters Score -3.026495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 231844 members 
Entering Unmasked Estep 
Score: -30264948.000000 Penalty: 6137.616699
	Iteration 180F: 3 clusters Score -3.026495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 231846 members 
Entering Unmasked Estep 
Score: -30264950.000000 Penalty: 6137.616699
	Iteration 181Q: 3 clusters Score -3.026495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 231851 members 
Entering Unmasked Estep 
Score: -30264950.000000 Penalty: 6137.616699
	Iteration 182Q: 3 clusters Score -3.026495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 231858 members 
Entering Unmasked Estep 
Score: -30264928.000000 Penalty: 6137.616699
	Iteration 183Q: 3 clusters Score -3.026493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 231862 members 
Entering Unmasked Estep 
Score: -30264912.000000 Penalty: 6137.616699
	Iteration 184Q: 3 clusters Score -3.026491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 231865 members 
Entering Unmasked Estep 
Score: -30264922.000000 Penalty: 6137.616699
	Iteration 185Q: 3 clusters Score -3.026492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 231868 members 
Entering Unmasked Estep 
Score: -30264908.000000 Penalty: 6137.616699
	Iteration 186Q: 3 clusters Score -3.026491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 231870 members 
Entering Unmasked Estep 
Score: -30264918.000000 Penalty: 6137.616699
	Iteration 187Q: 3 clusters Score -3.026492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 231872 members 
Entering Unmasked Estep 
Score: -30264924.000000 Penalty: 6137.616699
	Iteration 188Q: 3 clusters Score -3.026492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 231872 members 
Entering Unmasked Estep 
Score: -30264924.000000 Penalty: 6137.616699
	Iteration 189F: 3 clusters Score -3.026492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49757 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51634 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 231872 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 191397 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 19 contains 206133 members 
Mstep: Class 21 contains 21700 members 
Mstep: Class 22 contains 18867 members 
Mstep: Class 23 contains 4752 members 
Entering Unmasked Estep 
Score: -116051568.000000 Penalty: 71542.664062
Splitting cluster 23 changes total score from -116050672.000000 to -116051568.000000
So it's getting split into cluster 12.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49757 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51634 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 191397 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 19 contains 206133 members 
Mstep: Class 21 contains 21700 members 
Mstep: Class 22 contains 18867 members 
Mstep: Class 23 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052000.000000 Penalty: 71542.664062
Iteration 119Q: 22 clusters Score -1.16052e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 30969 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49773 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51746 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 230856 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 191646 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 205941 members 
Mstep: Class 21 contains 21648 members 
Mstep: Class 22 contains 18902 members 
Mstep: Class 23 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052984.000000 Penalty: 71542.664062
Iteration 120F: 22 clusters Score -1.16053e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49772 members 
Mstep: Class 8 contains 16719 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 51827 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 231032 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 191612 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 205455 members 
Mstep: Class 21 contains 21324 members 
Mstep: Class 22 contains 18922 members 
Mstep: Class 23 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053224.000000 Penalty: 71542.664062
Iteration 121Q: 22 clusters Score -1.160532e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31107 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49765 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 51901 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 12 contains 231254 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 16 contains 191533 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 19 contains 205113 members 
Mstep: Class 21 contains 20976 members 
Mstep: Class 22 contains 18943 members 
Mstep: Class 23 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053344.000000 Penalty: 71542.664062
Iteration 122Q: 22 clusters Score -1.160533e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31180 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49758 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 51960 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 231456 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 191429 members 
Mstep: Class 17 contains 1183 members 
Mstep: Class 19 contains 204891 members 
Mstep: Class 21 contains 20616 members 
Mstep: Class 22 contains 18952 members 
Mstep: Class 23 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053608.000000 Penalty: 71542.664062
Iteration 123Q: 22 clusters Score -1.160536e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31230 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49753 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52021 members 
Mstep: Class 11 contains 2621 members 
Mstep: Class 12 contains 231679 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 191337 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 19 contains 204696 members 
Mstep: Class 21 contains 20230 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 6277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053632.000000 Penalty: 71542.664062
Iteration 124Q: 22 clusters Score -1.160536e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31303 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49757 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52087 members 
Mstep: Class 11 contains 2623 members 
Mstep: Class 12 contains 231899 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 191255 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 19 contains 204462 members 
Mstep: Class 21 contains 19840 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053576.000000 Penalty: 71542.664062
Iteration 125Q: 22 clusters Score -1.160536e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31371 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49752 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52151 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 232170 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 191187 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 19 contains 204200 members 
Mstep: Class 21 contains 19411 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053720.000000 Penalty: 71542.664062
Iteration 126Q: 22 clusters Score -1.160537e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31432 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49755 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52193 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 232455 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 191108 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 19 contains 203984 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053568.000000 Penalty: 71542.664062
Iteration 127Q: 22 clusters Score -1.160536e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31485 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49756 members 
Mstep: Class 8 contains 16799 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52233 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 232720 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 191056 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 19 contains 203779 members 
Mstep: Class 21 contains 18579 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 7268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053528.000000 Penalty: 71542.664062
Iteration 128Q: 22 clusters Score -1.160535e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31530 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49762 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52266 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 232957 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 191020 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 19 contains 203554 members 
Mstep: Class 21 contains 18199 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053552.000000 Penalty: 71542.664062
Iteration 129Q: 22 clusters Score -1.160536e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31588 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49767 members 
Mstep: Class 8 contains 16818 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52290 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 233203 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 190970 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 19 contains 203349 members 
Mstep: Class 21 contains 17824 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 7718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053240.000000 Penalty: 71542.664062
Iteration 130Q: 22 clusters Score -1.160532e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31646 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49776 members 
Mstep: Class 8 contains 16833 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52324 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 12 contains 233422 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 190844 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 19 contains 203223 members 
Mstep: Class 21 contains 17491 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053328.000000 Penalty: 71542.664062
Iteration 131Q: 22 clusters Score -1.160533e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31707 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 16842 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52337 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 233619 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 190703 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 19 contains 203092 members 
Mstep: Class 21 contains 17205 members 
Mstep: Class 22 contains 18991 members 
Mstep: Class 23 contains 8070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053344.000000 Penalty: 71542.664062
Iteration 132Q: 22 clusters Score -1.160533e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31767 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52354 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 233794 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 190594 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 19 contains 202993 members 
Mstep: Class 21 contains 16949 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 8218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053616.000000 Penalty: 71542.664062
Iteration 133Q: 22 clusters Score -1.160536e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31829 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 16832 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52347 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 233973 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 19 contains 202891 members 
Mstep: Class 21 contains 16703 members 
Mstep: Class 22 contains 19007 members 
Mstep: Class 23 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053720.000000 Penalty: 71542.664062
Iteration 134Q: 22 clusters Score -1.160537e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31909 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49793 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52343 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 234139 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 190375 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 19 contains 202776 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 22 contains 19010 members 
Mstep: Class 23 contains 8493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053688.000000 Penalty: 71542.664062
Iteration 135Q: 22 clusters Score -1.160537e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 31981 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52350 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 234305 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 190275 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 19 contains 202650 members 
Mstep: Class 21 contains 16271 members 
Mstep: Class 22 contains 19010 members 
Mstep: Class 23 contains 8610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053616.000000 Penalty: 71542.664062
Iteration 136Q: 22 clusters Score -1.160536e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32051 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16847 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52356 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 234421 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 190152 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 19 contains 202523 members 
Mstep: Class 21 contains 16117 members 
Mstep: Class 22 contains 19009 members 
Mstep: Class 23 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053952.000000 Penalty: 71542.664062
Iteration 137Q: 22 clusters Score -1.16054e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32123 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16840 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52350 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 234534 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 190079 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 19 contains 202431 members 
Mstep: Class 21 contains 15933 members 
Mstep: Class 22 contains 19017 members 
Mstep: Class 23 contains 8857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054264.000000 Penalty: 71542.664062
Iteration 138Q: 22 clusters Score -1.160543e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32177 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16835 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52359 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 234637 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 190006 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 19 contains 202319 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054136.000000 Penalty: 71542.664062
Iteration 139Q: 22 clusters Score -1.160541e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32245 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 16835 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52358 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 234775 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 189928 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 19 contains 202232 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 19034 members 
Mstep: Class 23 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054176.000000 Penalty: 71542.664062
Iteration 140F: 22 clusters Score -1.160542e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32314 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16828 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52364 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 234866 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 189872 members 
Mstep: Class 17 contains 848 members 
Mstep: Class 19 contains 202115 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 19032 members 
Mstep: Class 23 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054368.000000 Penalty: 71542.664062
Iteration 141Q: 22 clusters Score -1.160544e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32360 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49800 members 
Mstep: Class 8 contains 16829 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 235000 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 189793 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 19 contains 202017 members 
Mstep: Class 21 contains 15009 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 9527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054496.000000 Penalty: 71542.664062
Iteration 142Q: 22 clusters Score -1.160545e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 2730 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32398 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52371 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 235120 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 189745 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 19 contains 201911 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054824.000000 Penalty: 71542.664062
Iteration 143Q: 22 clusters Score -1.160548e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32445 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49803 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52368 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 235244 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 189681 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 19 contains 201802 members 
Mstep: Class 21 contains 14397 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 23 contains 10025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054640.000000 Penalty: 71542.664062
Iteration 144Q: 22 clusters Score -1.160546e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32479 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49801 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52367 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 235376 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 189616 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 19 contains 201725 members 
Mstep: Class 21 contains 14081 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054656.000000 Penalty: 71542.664062
Iteration 145Q: 22 clusters Score -1.160547e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32525 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16811 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52371 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 235534 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 189539 members 
Mstep: Class 17 contains 734 members 
Mstep: Class 19 contains 201647 members 
Mstep: Class 21 contains 13799 members 
Mstep: Class 22 contains 19011 members 
Mstep: Class 23 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054832.000000 Penalty: 71542.664062
Iteration 146Q: 22 clusters Score -1.160548e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32571 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 52381 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 235687 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 189440 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 19 contains 201560 members 
Mstep: Class 21 contains 13551 members 
Mstep: Class 22 contains 19010 members 
Mstep: Class 23 contains 10640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054976.000000 Penalty: 71542.664062
Iteration 147Q: 22 clusters Score -1.16055e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32621 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16818 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 52373 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 235805 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 189372 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 19 contains 201465 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 10817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055432.000000 Penalty: 71542.664062
Iteration 148Q: 22 clusters Score -1.160554e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32672 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49813 members 
Mstep: Class 8 contains 16816 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 235942 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 189305 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 19 contains 201350 members 
Mstep: Class 21 contains 13110 members 
Mstep: Class 22 contains 19000 members 
Mstep: Class 23 contains 10974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055464.000000 Penalty: 71542.664062
Iteration 149Q: 22 clusters Score -1.160555e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32716 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52366 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 236048 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 189219 members 
Mstep: Class 17 contains 636 members 
Mstep: Class 19 contains 201284 members 
Mstep: Class 21 contains 12943 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 11123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055488.000000 Penalty: 71542.664062
Iteration 150Q: 22 clusters Score -1.160555e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32762 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16810 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52367 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 236135 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 189135 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 19 contains 201206 members 
Mstep: Class 21 contains 12779 members 
Mstep: Class 22 contains 19016 members 
Mstep: Class 23 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055464.000000 Penalty: 71542.664062
Iteration 151Q: 22 clusters Score -1.160555e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32812 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52361 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 236200 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 189069 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 201096 members 
Mstep: Class 21 contains 12672 members 
Mstep: Class 22 contains 19018 members 
Mstep: Class 23 contains 11412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055336.000000 Penalty: 71542.664062
Iteration 152Q: 22 clusters Score -1.160553e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32878 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 49805 members 
Mstep: Class 8 contains 16808 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52365 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 236273 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 189005 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 19 contains 200988 members 
Mstep: Class 21 contains 12584 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 23 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055360.000000 Penalty: 71542.664062
Iteration 153Q: 22 clusters Score -1.160554e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32913 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 16798 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52354 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 236336 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 188971 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 19 contains 200906 members 
Mstep: Class 21 contains 12514 members 
Mstep: Class 22 contains 19016 members 
Mstep: Class 23 contains 11587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055680.000000 Penalty: 71542.664062
Iteration 154Q: 22 clusters Score -1.160557e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32940 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52346 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 236388 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 188932 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 19 contains 200835 members 
Mstep: Class 21 contains 12485 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 23 contains 11639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055920.000000 Penalty: 71542.664062
Iteration 155Q: 22 clusters Score -1.160559e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32969 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16791 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52346 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 236437 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 188883 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 19 contains 200760 members 
Mstep: Class 21 contains 12444 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056024.000000 Penalty: 71542.664062
Iteration 156Q: 22 clusters Score -1.16056e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 32997 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16783 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52358 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 236491 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 188829 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 19 contains 200690 members 
Mstep: Class 21 contains 12423 members 
Mstep: Class 22 contains 19037 members 
Mstep: Class 23 contains 11716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055976.000000 Penalty: 71542.664062
Iteration 157Q: 22 clusters Score -1.16056e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49788 members 
Mstep: Class 8 contains 16777 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52382 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 236512 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 188801 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 19 contains 200624 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 19046 members 
Mstep: Class 23 contains 11740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056240.000000 Penalty: 71542.664062
Iteration 158Q: 22 clusters Score -1.160562e+08 nChanged 477
Entering ConstructFrom: 
Score: -116056240.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (83846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Entering Unmasked Estep 
Score: -10797064.000000 Penalty: 2811.510742
	Iteration 0F: 2 clusters Score -1.079706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10740713.000000 Penalty: 5623.021484
	Iteration 0F: 3 clusters Score -1.074071e+07 nChanged 39497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10763396.000000 Penalty: 5623.021484
	Iteration 1F: 3 clusters Score -1.07634e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -10764397.000000 Penalty: 5623.021484
	Iteration 2Q: 3 clusters Score -1.07644e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -10765677.000000 Penalty: 5623.021484
	Iteration 3Q: 3 clusters Score -1.076568e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -10767359.000000 Penalty: 5623.021484
	Iteration 4Q: 3 clusters Score -1.076736e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -10770157.000000 Penalty: 5623.021484
	Iteration 5F: 3 clusters Score -1.077016e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -10774458.000000 Penalty: 5623.021484
	Iteration 6F: 3 clusters Score -1.077446e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -10779780.000000 Penalty: 5623.021484
	Iteration 7F: 3 clusters Score -1.077978e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -10785001.000000 Penalty: 5623.021484
	Iteration 8F: 3 clusters Score -1.0785e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -10788385.000000 Penalty: 5623.021484
	Iteration 9Q: 3 clusters Score -1.078838e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -10790025.000000 Penalty: 5623.021484
	Iteration 10Q: 3 clusters Score -1.079002e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -10790937.000000 Penalty: 5623.021484
	Iteration 11Q: 3 clusters Score -1.079094e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -10791528.000000 Penalty: 5623.021484
	Iteration 12Q: 3 clusters Score -1.079153e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -10791975.000000 Penalty: 5623.021484
	Iteration 13Q: 3 clusters Score -1.079198e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -10792403.000000 Penalty: 5623.021484
	Iteration 14Q: 3 clusters Score -1.07924e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -10792716.000000 Penalty: 5623.021484
	Iteration 15Q: 3 clusters Score -1.079272e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -10793069.000000 Penalty: 5623.021484
	Iteration 16Q: 3 clusters Score -1.079307e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -10793313.000000 Penalty: 5623.021484
	Iteration 17Q: 3 clusters Score -1.079331e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -10793521.000000 Penalty: 5623.021484
	Iteration 18Q: 3 clusters Score -1.079352e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -10793746.000000 Penalty: 5623.021484
	Iteration 19Q: 3 clusters Score -1.079375e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -10793929.000000 Penalty: 5623.021484
	Iteration 20F: 3 clusters Score -1.079393e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -10794088.000000 Penalty: 5623.021484
	Iteration 21Q: 3 clusters Score -1.079409e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -10794152.000000 Penalty: 5623.021484
	Iteration 22Q: 3 clusters Score -1.079415e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -10794275.000000 Penalty: 5623.021484
	Iteration 23Q: 3 clusters Score -1.079428e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10794364.000000 Penalty: 5623.021484
	Iteration 24Q: 3 clusters Score -1.079436e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -10794407.000000 Penalty: 5623.021484
	Iteration 25Q: 3 clusters Score -1.079441e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -10794477.000000 Penalty: 5623.021484
	Iteration 26Q: 3 clusters Score -1.079448e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10794512.000000 Penalty: 5623.021484
	Iteration 27Q: 3 clusters Score -1.079451e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10794542.000000 Penalty: 5623.021484
	Iteration 28Q: 3 clusters Score -1.079454e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10794605.000000 Penalty: 5623.021484
	Iteration 29Q: 3 clusters Score -1.07946e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10794610.000000 Penalty: 5623.021484
	Iteration 30Q: 3 clusters Score -1.079461e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -10794647.000000 Penalty: 5623.021484
	Iteration 31Q: 3 clusters Score -1.079465e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10794650.000000 Penalty: 5623.021484
	Iteration 32Q: 3 clusters Score -1.079465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10794652.000000 Penalty: 5623.021484
	Iteration 33Q: 3 clusters Score -1.079465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10794671.000000 Penalty: 5623.021484
	Iteration 34Q: 3 clusters Score -1.079467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10794699.000000 Penalty: 5623.021484
	Iteration 35Q: 3 clusters Score -1.07947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10794707.000000 Penalty: 5623.021484
	Iteration 36Q: 3 clusters Score -1.079471e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10794741.000000 Penalty: 5623.021484
	Iteration 37Q: 3 clusters Score -1.079474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10794734.000000 Penalty: 5623.021484
	Iteration 38Q: 3 clusters Score -1.079473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10794740.000000 Penalty: 5623.021484
	Iteration 39Q: 3 clusters Score -1.079474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10794738.000000 Penalty: 5623.021484
	Iteration 40F: 3 clusters Score -1.079474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10794758.000000 Penalty: 5623.021484
	Iteration 41Q: 3 clusters Score -1.079476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10794751.000000 Penalty: 5623.021484
	Iteration 42Q: 3 clusters Score -1.079475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10794750.000000 Penalty: 5623.021484
	Iteration 43Q: 3 clusters Score -1.079475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10794769.000000 Penalty: 5623.021484
	Iteration 44Q: 3 clusters Score -1.079477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10794771.000000 Penalty: 5623.021484
	Iteration 45Q: 3 clusters Score -1.079477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10794773.000000 Penalty: 5623.021484
	Iteration 46Q: 3 clusters Score -1.079477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10794781.000000 Penalty: 5623.021484
	Iteration 47Q: 3 clusters Score -1.079478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10794780.000000 Penalty: 5623.021484
	Iteration 48Q: 3 clusters Score -1.079478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10794778.000000 Penalty: 5623.021484
	Iteration 49Q: 3 clusters Score -1.079478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10794777.000000 Penalty: 5623.021484
	Iteration 50Q: 3 clusters Score -1.079478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10794781.000000 Penalty: 5623.021484
	Iteration 51Q: 3 clusters Score -1.079478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10794780.000000 Penalty: 5623.021484
	Iteration 52Q: 3 clusters Score -1.079478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10794780.000000 Penalty: 5623.021484
	Iteration 53Q: 3 clusters Score -1.079478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10794788.000000 Penalty: 5623.021484
	Iteration 54Q: 3 clusters Score -1.079479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10794786.000000 Penalty: 5623.021484
	Iteration 55Q: 3 clusters Score -1.079479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10794786.000000 Penalty: 5623.021484
	Iteration 56Q: 3 clusters Score -1.079479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10794790.000000 Penalty: 5623.021484
	Iteration 57Q: 3 clusters Score -1.079479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10794792.000000 Penalty: 5623.021484
	Iteration 58Q: 3 clusters Score -1.079479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10794787.000000 Penalty: 5623.021484
	Iteration 59Q: 3 clusters Score -1.079479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10794794.000000 Penalty: 5623.021484
	Iteration 60F: 3 clusters Score -1.079479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10794794.000000 Penalty: 5623.021484
	Iteration 61Q: 3 clusters Score -1.079479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10794803.000000 Penalty: 5623.021484
	Iteration 62Q: 3 clusters Score -1.07948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10794797.000000 Penalty: 5623.021484
	Iteration 63Q: 3 clusters Score -1.07948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10794798.000000 Penalty: 5623.021484
	Iteration 64Q: 3 clusters Score -1.07948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10794797.000000 Penalty: 5623.021484
	Iteration 65Q: 3 clusters Score -1.07948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10794795.000000 Penalty: 5623.021484
	Iteration 66Q: 3 clusters Score -1.07948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10794795.000000 Penalty: 5623.021484
	Iteration 67Q: 3 clusters Score -1.07948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10794794.000000 Penalty: 5623.021484
	Iteration 68Q: 3 clusters Score -1.079479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10794794.000000 Penalty: 5623.021484
	Iteration 69Q: 3 clusters Score -1.079479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10794794.000000 Penalty: 5623.021484
	Iteration 70F: 3 clusters Score -1.079479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -498893.437500 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -498893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -495115.156250 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -495115.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -495889.968750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -495890 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -496060.531250 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -496060.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -496163.875000 Penalty: 4082.366455
	Iteration 3Q: 3 clusters Score -496163.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -496227.156250 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -496227.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -496269.718750 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -496269.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -496300.937500 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -496300.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -496320.406250 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -496320.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -496338.625000 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -496338.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -496352.875000 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -496352.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -496363.000000 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -496363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -496371.000000 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -496371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -496377.843750 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -496377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -496378.687500 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -496378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -496380.937500 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -496380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -496384.531250 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -496384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -496386.437500 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -496386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -496390.062500 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -496390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -496391.562500 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -496391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -496394.843750 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -496394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496398.281250 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -496398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -496399.687500 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -496399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -496401.375000 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -496401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -496403.156250 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -496403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -496404.593750 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -496404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -496404.406250 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -496404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -496404.406250 Penalty: 4082.366455
	Iteration 26F: 3 clusters Score -496404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -347785.750000 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -347785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344699.718750 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -344699.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -345298.281250 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -345298.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -345448.562500 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -345448.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -345531.593750 Penalty: 3926.736572
	Iteration 3Q: 3 clusters Score -345531.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -345587.937500 Penalty: 3926.736572
	Iteration 4Q: 3 clusters Score -345587.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -345624.562500 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -345624.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -345650.968750 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -345651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -345677.343750 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -345677.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -345695.625000 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -345695.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -345710.593750 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -345710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -345720.625000 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -345720.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -345726.593750 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -345726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -345731.500000 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -345731.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -345736.531250 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -345736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -345738.562500 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -345738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345739.406250 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -345739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -345741.937500 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -345741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -345744.875000 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -345744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -345748.843750 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -345748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -345752.468750 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -345752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -345759.687500 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -345759.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345767.937500 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -345767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -345774.437500 Penalty: 3926.736572
	Iteration 22Q: 3 clusters Score -345774.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -345781.687500 Penalty: 3926.736572
	Iteration 23Q: 3 clusters Score -345781.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -345789.468750 Penalty: 3926.736572
	Iteration 24Q: 3 clusters Score -345789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -345793.500000 Penalty: 3926.736572
	Iteration 25Q: 3 clusters Score -345793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -345798.000000 Penalty: 3926.736572
	Iteration 26Q: 3 clusters Score -345798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345800.593750 Penalty: 3926.736572
	Iteration 27Q: 3 clusters Score -345800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -345802.125000 Penalty: 3926.736572
	Iteration 28Q: 3 clusters Score -345802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -345804.593750 Penalty: 3926.736572
	Iteration 29Q: 3 clusters Score -345804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -345805.906250 Penalty: 3926.736572
	Iteration 30Q: 3 clusters Score -345805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -345806.343750 Penalty: 3926.736572
	Iteration 31Q: 3 clusters Score -345806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -345810.656250 Penalty: 3926.736572
	Iteration 32Q: 3 clusters Score -345810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -345814.125000 Penalty: 3926.736572
	Iteration 33Q: 3 clusters Score -345814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -345818.031250 Penalty: 3926.736572
	Iteration 34Q: 3 clusters Score -345818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -345821.000000 Penalty: 3926.736572
	Iteration 35Q: 3 clusters Score -345821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -345823.656250 Penalty: 3926.736572
	Iteration 36Q: 3 clusters Score -345823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -345825.031250 Penalty: 3926.736572
	Iteration 37Q: 3 clusters Score -345825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -345826.062500 Penalty: 3926.736572
	Iteration 38Q: 3 clusters Score -345826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -345825.750000 Penalty: 3926.736572
	Iteration 39Q: 3 clusters Score -345825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -345825.750000 Penalty: 3926.736572
	Iteration 40F: 3 clusters Score -345825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -110723.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -110723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108841.671875 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -108841.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109122.414062 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -109122.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109291.500000 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -109291.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109433.851562 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -109433.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109519.765625 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -109519.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109635.257812 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -109635.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -109812.445312 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -109812.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109919.968750 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -109920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109991.617188 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -109991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -110021.851562 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -110021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110048.460938 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -110048.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -110073.171875 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -110073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110085.492188 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -110085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110094.296875 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -110094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110102.359375 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -110102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -110109.929688 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -110109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110111.156250 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -110111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110111.156250 Penalty: 3382.728027
	Iteration 17F: 3 clusters Score -110111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Entering Unmasked Estep 
Score: -4294113.500000 Penalty: 2580.722900
	Iteration 0F: 2 clusters Score -4294114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4271585.000000 Penalty: 5161.445801
	Iteration 0F: 3 clusters Score -4271585 nChanged 14904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4279612.500000 Penalty: 5161.445801
	Iteration 1F: 3 clusters Score -4279612 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4280043.000000 Penalty: 5161.445801
	Iteration 2Q: 3 clusters Score -4280043 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4280427.000000 Penalty: 5161.445801
	Iteration 3Q: 3 clusters Score -4280427 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4280781.500000 Penalty: 5161.445801
	Iteration 4Q: 3 clusters Score -4280782 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4281232.500000 Penalty: 5161.445801
	Iteration 5Q: 3 clusters Score -4281232 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4281871.000000 Penalty: 5161.445801
	Iteration 6Q: 3 clusters Score -4281871 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4282774.000000 Penalty: 5161.445801
	Iteration 7Q: 3 clusters Score -4282774 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4284014.000000 Penalty: 5161.445801
	Iteration 8F: 3 clusters Score -4284014 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4285559.000000 Penalty: 5161.445801
	Iteration 9F: 3 clusters Score -4285559 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4287111.500000 Penalty: 5161.445801
	Iteration 10F: 3 clusters Score -4287112 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4288376.000000 Penalty: 5161.445801
	Iteration 11F: 3 clusters Score -4288376 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4289385.500000 Penalty: 5161.445801
	Iteration 12Q: 3 clusters Score -4289386 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4290040.000000 Penalty: 5161.445801
	Iteration 13Q: 3 clusters Score -4290040 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4290476.500000 Penalty: 5161.445801
	Iteration 14Q: 3 clusters Score -4290476 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4290753.500000 Penalty: 5161.445801
	Iteration 15Q: 3 clusters Score -4290754 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4290956.000000 Penalty: 5161.445801
	Iteration 16Q: 3 clusters Score -4290956 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4291165.500000 Penalty: 5161.445801
	Iteration 17Q: 3 clusters Score -4291166 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4291325.500000 Penalty: 5161.445801
	Iteration 18Q: 3 clusters Score -4291326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4291450.500000 Penalty: 5161.445801
	Iteration 19Q: 3 clusters Score -4291450 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4291545.500000 Penalty: 5161.445801
	Iteration 20F: 3 clusters Score -4291546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4291632.000000 Penalty: 5161.445801
	Iteration 21Q: 3 clusters Score -4291632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4291711.000000 Penalty: 5161.445801
	Iteration 22Q: 3 clusters Score -4291711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4291753.500000 Penalty: 5161.445801
	Iteration 23Q: 3 clusters Score -4291754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4291795.500000 Penalty: 5161.445801
	Iteration 24Q: 3 clusters Score -4291796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4291828.500000 Penalty: 5161.445801
	Iteration 25Q: 3 clusters Score -4291828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4291856.000000 Penalty: 5161.445801
	Iteration 26Q: 3 clusters Score -4291856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4291867.000000 Penalty: 5161.445801
	Iteration 27Q: 3 clusters Score -4291867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4291877.000000 Penalty: 5161.445801
	Iteration 28Q: 3 clusters Score -4291877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4291898.500000 Penalty: 5161.445801
	Iteration 29Q: 3 clusters Score -4291898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4291905.000000 Penalty: 5161.445801
	Iteration 30Q: 3 clusters Score -4291905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4291919.000000 Penalty: 5161.445801
	Iteration 31Q: 3 clusters Score -4291919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4291930.000000 Penalty: 5161.445801
	Iteration 32Q: 3 clusters Score -4291930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4291938.000000 Penalty: 5161.445801
	Iteration 33Q: 3 clusters Score -4291938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4291940.000000 Penalty: 5161.445801
	Iteration 34Q: 3 clusters Score -4291940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4291935.000000 Penalty: 5161.445801
	Iteration 35Q: 3 clusters Score -4291935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4291935.500000 Penalty: 5161.445801
	Iteration 36Q: 3 clusters Score -4291936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4291938.000000 Penalty: 5161.445801
	Iteration 37Q: 3 clusters Score -4291938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4291942.000000 Penalty: 5161.445801
	Iteration 38Q: 3 clusters Score -4291942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4291936.500000 Penalty: 5161.445801
	Iteration 39Q: 3 clusters Score -4291936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4291941.000000 Penalty: 5161.445801
	Iteration 40F: 3 clusters Score -4291941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4291937.000000 Penalty: 5161.445801
	Iteration 41Q: 3 clusters Score -4291937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4291946.000000 Penalty: 5161.445801
	Iteration 42Q: 3 clusters Score -4291946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4291951.500000 Penalty: 5161.445801
	Iteration 43Q: 3 clusters Score -4291952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4291958.000000 Penalty: 5161.445801
	Iteration 44Q: 3 clusters Score -4291958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4291953.500000 Penalty: 5161.445801
	Iteration 45Q: 3 clusters Score -4291954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4291956.000000 Penalty: 5161.445801
	Iteration 46Q: 3 clusters Score -4291956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4291948.500000 Penalty: 5161.445801
	Iteration 47Q: 3 clusters Score -4291948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4291962.500000 Penalty: 5161.445801
	Iteration 48Q: 3 clusters Score -4291962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4291964.000000 Penalty: 5161.445801
	Iteration 49Q: 3 clusters Score -4291964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4291963.500000 Penalty: 5161.445801
	Iteration 50Q: 3 clusters Score -4291964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4291973.500000 Penalty: 5161.445801
	Iteration 51Q: 3 clusters Score -4291974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4291970.500000 Penalty: 5161.445801
	Iteration 52Q: 3 clusters Score -4291970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4291972.500000 Penalty: 5161.445801
	Iteration 53Q: 3 clusters Score -4291972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4291976.000000 Penalty: 5161.445801
	Iteration 54Q: 3 clusters Score -4291976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4291972.500000 Penalty: 5161.445801
	Iteration 55Q: 3 clusters Score -4291972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4291976.000000 Penalty: 5161.445801
	Iteration 56Q: 3 clusters Score -4291976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4291976.000000 Penalty: 5161.445801
	Iteration 57Q: 3 clusters Score -4291976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4291988.000000 Penalty: 5161.445801
	Iteration 58Q: 3 clusters Score -4291988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4291988.500000 Penalty: 5161.445801
	Iteration 59Q: 3 clusters Score -4291988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4291987.000000 Penalty: 5161.445801
	Iteration 60F: 3 clusters Score -4291987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4291987.000000 Penalty: 5161.445801
	Iteration 61Q: 3 clusters Score -4291987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4291990.500000 Penalty: 5161.445801
	Iteration 62Q: 3 clusters Score -4291990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4291990.500000 Penalty: 5161.445801
	Iteration 63Q: 3 clusters Score -4291990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4291994.500000 Penalty: 5161.445801
	Iteration 64Q: 3 clusters Score -4291994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4291994.000000 Penalty: 5161.445801
	Iteration 65Q: 3 clusters Score -4291994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4291992.000000 Penalty: 5161.445801
	Iteration 66Q: 3 clusters Score -4291992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4291994.000000 Penalty: 5161.445801
	Iteration 67Q: 3 clusters Score -4291994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4291999.500000 Penalty: 5161.445801
	Iteration 68Q: 3 clusters Score -4292000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4292001.000000 Penalty: 5161.445801
	Iteration 69Q: 3 clusters Score -4292001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4292002.500000 Penalty: 5161.445801
	Iteration 70Q: 3 clusters Score -4292002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4292002.500000 Penalty: 5161.445801
	Iteration 71Q: 3 clusters Score -4292002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4292005.000000 Penalty: 5161.445801
	Iteration 72Q: 3 clusters Score -4292005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4292010.000000 Penalty: 5161.445801
	Iteration 73Q: 3 clusters Score -4292010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4292007.500000 Penalty: 5161.445801
	Iteration 74Q: 3 clusters Score -4292008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4292015.000000 Penalty: 5161.445801
	Iteration 75Q: 3 clusters Score -4292015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4292011.500000 Penalty: 5161.445801
	Iteration 76Q: 3 clusters Score -4292012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4292011.500000 Penalty: 5161.445801
	Iteration 77F: 3 clusters Score -4292012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -285411.187500 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -285411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -282553.281250 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -282553.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283055.812500 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -283055.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283164.281250 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -283164.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -283240.250000 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -283240.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -283300.125000 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -283300.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283335.281250 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -283335.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283361.750000 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -283361.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283382.687500 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -283382.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283402.562500 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -283402.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283425.968750 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -283426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283440.312500 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -283440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -283453.781250 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -283453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -283466.281250 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -283466.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -283480.687500 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -283480.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283490.500000 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -283490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -283498.843750 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -283498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -283504.875000 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -283504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283511.031250 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -283511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -283515.750000 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -283515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283518.718750 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -283518.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283524.093750 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -283524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283528.500000 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -283528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283534.000000 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -283534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -283537.062500 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -283537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -283538.156250 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -283538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283537.718750 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -283537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283537.718750 Penalty: 3851.301270
	Iteration 26F: 3 clusters Score -283537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Entering Unmasked Estep 
Score: -6209709.000000 Penalty: 2682.231201
	Iteration 0F: 2 clusters Score -6209709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6176106.000000 Penalty: 5364.462402
	Iteration 0F: 3 clusters Score -6176106 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -6188845.500000 Penalty: 5364.462402
	Iteration 1F: 3 clusters Score -6188846 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -6189262.500000 Penalty: 5364.462402
	Iteration 2Q: 3 clusters Score -6189262 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6189672.000000 Penalty: 5364.462402
	Iteration 3Q: 3 clusters Score -6189672 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6189985.500000 Penalty: 5364.462402
	Iteration 4Q: 3 clusters Score -6189986 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6190379.000000 Penalty: 5364.462402
	Iteration 5Q: 3 clusters Score -6190379 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -6190799.000000 Penalty: 5364.462402
	Iteration 6Q: 3 clusters Score -6190799 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -6191581.500000 Penalty: 5364.462402
	Iteration 7Q: 3 clusters Score -6191582 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -6192803.500000 Penalty: 5364.462402
	Iteration 8Q: 3 clusters Score -6192804 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -6194735.500000 Penalty: 5364.462402
	Iteration 9F: 3 clusters Score -6194736 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6197357.000000 Penalty: 5364.462402
	Iteration 10F: 3 clusters Score -6197357 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6200739.000000 Penalty: 5364.462402
	Iteration 11F: 3 clusters Score -6200739 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6203875.000000 Penalty: 5364.462402
	Iteration 12F: 3 clusters Score -6203875 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6205858.000000 Penalty: 5364.462402
	Iteration 13Q: 3 clusters Score -6205858 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -6206751.500000 Penalty: 5364.462402
	Iteration 14Q: 3 clusters Score -6206752 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6207118.500000 Penalty: 5364.462402
	Iteration 15Q: 3 clusters Score -6207118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6207270.000000 Penalty: 5364.462402
	Iteration 16Q: 3 clusters Score -6207270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6207344.000000 Penalty: 5364.462402
	Iteration 17Q: 3 clusters Score -6207344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -6207392.000000 Penalty: 5364.462402
	Iteration 18Q: 3 clusters Score -6207392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -6207420.500000 Penalty: 5364.462402
	Iteration 19Q: 3 clusters Score -6207420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6207444.000000 Penalty: 5364.462402
	Iteration 20F: 3 clusters Score -6207444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -6207455.000000 Penalty: 5364.462402
	Iteration 21Q: 3 clusters Score -6207455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -6207463.000000 Penalty: 5364.462402
	Iteration 22Q: 3 clusters Score -6207463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -6207474.000000 Penalty: 5364.462402
	Iteration 23Q: 3 clusters Score -6207474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6207472.000000 Penalty: 5364.462402
	Iteration 24Q: 3 clusters Score -6207472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6207476.500000 Penalty: 5364.462402
	Iteration 25Q: 3 clusters Score -6207476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6207477.000000 Penalty: 5364.462402
	Iteration 26Q: 3 clusters Score -6207477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6207477.500000 Penalty: 5364.462402
	Iteration 27Q: 3 clusters Score -6207478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6207474.500000 Penalty: 5364.462402
	Iteration 28Q: 3 clusters Score -6207474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6207474.500000 Penalty: 5364.462402
	Iteration 29F: 3 clusters Score -6207474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -2173504.000000 Penalty: 2412.500488
	Iteration 0F: 2 clusters Score -2173504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2161456.750000 Penalty: 4825.000977
	Iteration 0F: 3 clusters Score -2161457 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2165425.250000 Penalty: 4825.000977
	Iteration 1F: 3 clusters Score -2165425 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2165857.750000 Penalty: 4825.000977
	Iteration 2F: 3 clusters Score -2165858 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2166205.500000 Penalty: 4825.000977
	Iteration 3Q: 3 clusters Score -2166206 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2166509.250000 Penalty: 4825.000977
	Iteration 4Q: 3 clusters Score -2166509 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2166777.750000 Penalty: 4825.000977
	Iteration 5Q: 3 clusters Score -2166778 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2166974.250000 Penalty: 4825.000977
	Iteration 6Q: 3 clusters Score -2166974 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2167178.750000 Penalty: 4825.000977
	Iteration 7Q: 3 clusters Score -2167179 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2167389.750000 Penalty: 4825.000977
	Iteration 8Q: 3 clusters Score -2167390 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2167589.000000 Penalty: 4825.000977
	Iteration 9Q: 3 clusters Score -2167589 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2167782.500000 Penalty: 4825.000977
	Iteration 10Q: 3 clusters Score -2167782 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2168009.750000 Penalty: 4825.000977
	Iteration 11Q: 3 clusters Score -2168010 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2168269.500000 Penalty: 4825.000977
	Iteration 12Q: 3 clusters Score -2168270 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2168585.250000 Penalty: 4825.000977
	Iteration 13Q: 3 clusters Score -2168585 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2168920.500000 Penalty: 4825.000977
	Iteration 14Q: 3 clusters Score -2168920 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2169342.500000 Penalty: 4825.000977
	Iteration 15Q: 3 clusters Score -2169342 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2169742.500000 Penalty: 4825.000977
	Iteration 16Q: 3 clusters Score -2169742 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2170079.500000 Penalty: 4825.000977
	Iteration 17Q: 3 clusters Score -2170080 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2170429.250000 Penalty: 4825.000977
	Iteration 18Q: 3 clusters Score -2170429 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2170686.250000 Penalty: 4825.000977
	Iteration 19Q: 3 clusters Score -2170686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2170840.000000 Penalty: 4825.000977
	Iteration 20F: 3 clusters Score -2170840 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2170957.500000 Penalty: 4825.000977
	Iteration 21Q: 3 clusters Score -2170958 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2171041.250000 Penalty: 4825.000977
	Iteration 22Q: 3 clusters Score -2171041 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2171127.250000 Penalty: 4825.000977
	Iteration 23Q: 3 clusters Score -2171127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2171197.000000 Penalty: 4825.000977
	Iteration 24Q: 3 clusters Score -2171197 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2171262.250000 Penalty: 4825.000977
	Iteration 25Q: 3 clusters Score -2171262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2171315.750000 Penalty: 4825.000977
	Iteration 26Q: 3 clusters Score -2171316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2171358.000000 Penalty: 4825.000977
	Iteration 27Q: 3 clusters Score -2171358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2171404.500000 Penalty: 4825.000977
	Iteration 28Q: 3 clusters Score -2171404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2171461.750000 Penalty: 4825.000977
	Iteration 29Q: 3 clusters Score -2171462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2171507.000000 Penalty: 4825.000977
	Iteration 30Q: 3 clusters Score -2171507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2171557.000000 Penalty: 4825.000977
	Iteration 31Q: 3 clusters Score -2171557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2171613.000000 Penalty: 4825.000977
	Iteration 32Q: 3 clusters Score -2171613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2171652.500000 Penalty: 4825.000977
	Iteration 33Q: 3 clusters Score -2171652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2171697.000000 Penalty: 4825.000977
	Iteration 34Q: 3 clusters Score -2171697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2171738.750000 Penalty: 4825.000977
	Iteration 35Q: 3 clusters Score -2171739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2171769.750000 Penalty: 4825.000977
	Iteration 36Q: 3 clusters Score -2171770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2171805.500000 Penalty: 4825.000977
	Iteration 37Q: 3 clusters Score -2171806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2171837.250000 Penalty: 4825.000977
	Iteration 38Q: 3 clusters Score -2171837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2171861.750000 Penalty: 4825.000977
	Iteration 39Q: 3 clusters Score -2171862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2171889.000000 Penalty: 4825.000977
	Iteration 40F: 3 clusters Score -2171889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2171916.500000 Penalty: 4825.000977
	Iteration 41Q: 3 clusters Score -2171916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2171947.750000 Penalty: 4825.000977
	Iteration 42Q: 3 clusters Score -2171948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2171973.000000 Penalty: 4825.000977
	Iteration 43Q: 3 clusters Score -2171973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2171983.000000 Penalty: 4825.000977
	Iteration 44Q: 3 clusters Score -2171983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2171990.000000 Penalty: 4825.000977
	Iteration 45Q: 3 clusters Score -2171990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2172001.750000 Penalty: 4825.000977
	Iteration 46Q: 3 clusters Score -2172002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2172006.750000 Penalty: 4825.000977
	Iteration 47Q: 3 clusters Score -2172007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2172008.500000 Penalty: 4825.000977
	Iteration 48Q: 3 clusters Score -2172008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2172017.000000 Penalty: 4825.000977
	Iteration 49Q: 3 clusters Score -2172017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2172018.000000 Penalty: 4825.000977
	Iteration 50Q: 3 clusters Score -2172018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2172021.250000 Penalty: 4825.000977
	Iteration 51Q: 3 clusters Score -2172021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2172023.000000 Penalty: 4825.000977
	Iteration 52Q: 3 clusters Score -2172023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2172025.250000 Penalty: 4825.000977
	Iteration 53Q: 3 clusters Score -2172025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2172025.250000 Penalty: 4825.000977
	Iteration 54F: 3 clusters Score -2172025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -175579.750000 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -175579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173313.000000 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -173313 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173852.953125 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -173853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174183.437500 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -174183.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -174400.843750 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -174400.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174524.421875 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -174524.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -174611.265625 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -174611.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -174675.750000 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -174675.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174721.656250 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -174721.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -174753.515625 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -174753.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -174780.515625 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -174780.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -174803.468750 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -174803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -174820.546875 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -174820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -174856.343750 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -174856.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -174939.828125 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -174939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -175019.312500 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -175019.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -175092.953125 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -175093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -175176.375000 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -175176.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -175241.750000 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -175241.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -175280.843750 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -175280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -175293.015625 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -175293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -175304.140625 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -175304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -175314.296875 Penalty: 3614.629883
	Iteration 21Q: 3 clusters Score -175314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -175327.468750 Penalty: 3614.629883
	Iteration 22Q: 3 clusters Score -175327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -175336.031250 Penalty: 3614.629883
	Iteration 23Q: 3 clusters Score -175336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -175342.906250 Penalty: 3614.629883
	Iteration 24Q: 3 clusters Score -175342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -175346.171875 Penalty: 3614.629883
	Iteration 25Q: 3 clusters Score -175346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -175348.140625 Penalty: 3614.629883
	Iteration 26Q: 3 clusters Score -175348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -175348.140625 Penalty: 3614.629883
	Iteration 27F: 3 clusters Score -175348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Entering Unmasked Estep 
Score: -6766610.500000 Penalty: 2694.960449
	Iteration 0F: 2 clusters Score -6766610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6731441.500000 Penalty: 5389.920898
	Iteration 0F: 3 clusters Score -6731442 nChanged 24259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6744841.000000 Penalty: 5389.920898
	Iteration 1F: 3 clusters Score -6744841 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -6745466.500000 Penalty: 5389.920898
	Iteration 2Q: 3 clusters Score -6745466 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6746084.500000 Penalty: 5389.920898
	Iteration 3Q: 3 clusters Score -6746084 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -6746738.000000 Penalty: 5389.920898
	Iteration 4Q: 3 clusters Score -6746738 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -6747514.000000 Penalty: 5389.920898
	Iteration 5Q: 3 clusters Score -6747514 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -6748410.000000 Penalty: 5389.920898
	Iteration 6Q: 3 clusters Score -6748410 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -6749582.000000 Penalty: 5389.920898
	Iteration 7Q: 3 clusters Score -6749582 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6751124.500000 Penalty: 5389.920898
	Iteration 8Q: 3 clusters Score -6751124 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -6753113.000000 Penalty: 5389.920898
	Iteration 9F: 3 clusters Score -6753113 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -6755367.000000 Penalty: 5389.920898
	Iteration 10F: 3 clusters Score -6755367 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -6757439.500000 Penalty: 5389.920898
	Iteration 11F: 3 clusters Score -6757440 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -6759085.500000 Penalty: 5389.920898
	Iteration 12Q: 3 clusters Score -6759086 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6760386.000000 Penalty: 5389.920898
	Iteration 13Q: 3 clusters Score -6760386 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -6761358.000000 Penalty: 5389.920898
	Iteration 14Q: 3 clusters Score -6761358 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6762147.000000 Penalty: 5389.920898
	Iteration 15Q: 3 clusters Score -6762147 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6762731.500000 Penalty: 5389.920898
	Iteration 16Q: 3 clusters Score -6762732 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6763171.000000 Penalty: 5389.920898
	Iteration 17Q: 3 clusters Score -6763171 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6763446.500000 Penalty: 5389.920898
	Iteration 18Q: 3 clusters Score -6763446 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6763650.000000 Penalty: 5389.920898
	Iteration 19Q: 3 clusters Score -6763650 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6763826.500000 Penalty: 5389.920898
	Iteration 20F: 3 clusters Score -6763826 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6763942.000000 Penalty: 5389.920898
	Iteration 21Q: 3 clusters Score -6763942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6764022.500000 Penalty: 5389.920898
	Iteration 22Q: 3 clusters Score -6764022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6764108.000000 Penalty: 5389.920898
	Iteration 23Q: 3 clusters Score -6764108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6764162.500000 Penalty: 5389.920898
	Iteration 24Q: 3 clusters Score -6764162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6764215.500000 Penalty: 5389.920898
	Iteration 25Q: 3 clusters Score -6764216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6764264.500000 Penalty: 5389.920898
	Iteration 26Q: 3 clusters Score -6764264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6764302.500000 Penalty: 5389.920898
	Iteration 27Q: 3 clusters Score -6764302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6764306.500000 Penalty: 5389.920898
	Iteration 28Q: 3 clusters Score -6764306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6764322.500000 Penalty: 5389.920898
	Iteration 29Q: 3 clusters Score -6764322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6764346.000000 Penalty: 5389.920898
	Iteration 30Q: 3 clusters Score -6764346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6764360.000000 Penalty: 5389.920898
	Iteration 31Q: 3 clusters Score -6764360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6764368.000000 Penalty: 5389.920898
	Iteration 32Q: 3 clusters Score -6764368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6764387.000000 Penalty: 5389.920898
	Iteration 33Q: 3 clusters Score -6764387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6764407.500000 Penalty: 5389.920898
	Iteration 34Q: 3 clusters Score -6764408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6764415.000000 Penalty: 5389.920898
	Iteration 35Q: 3 clusters Score -6764415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6764420.000000 Penalty: 5389.920898
	Iteration 36Q: 3 clusters Score -6764420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6764417.500000 Penalty: 5389.920898
	Iteration 37Q: 3 clusters Score -6764418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6764424.000000 Penalty: 5389.920898
	Iteration 38Q: 3 clusters Score -6764424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6764424.500000 Penalty: 5389.920898
	Iteration 39Q: 3 clusters Score -6764424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6764425.500000 Penalty: 5389.920898
	Iteration 40F: 3 clusters Score -6764426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6764427.500000 Penalty: 5389.920898
	Iteration 41Q: 3 clusters Score -6764428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6764437.000000 Penalty: 5389.920898
	Iteration 42Q: 3 clusters Score -6764437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6764442.000000 Penalty: 5389.920898
	Iteration 43Q: 3 clusters Score -6764442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6764452.000000 Penalty: 5389.920898
	Iteration 44Q: 3 clusters Score -6764452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6764456.500000 Penalty: 5389.920898
	Iteration 45Q: 3 clusters Score -6764456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6764455.000000 Penalty: 5389.920898
	Iteration 46Q: 3 clusters Score -6764455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6764454.000000 Penalty: 5389.920898
	Iteration 47Q: 3 clusters Score -6764454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6764455.500000 Penalty: 5389.920898
	Iteration 48Q: 3 clusters Score -6764456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6764453.500000 Penalty: 5389.920898
	Iteration 49Q: 3 clusters Score -6764454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6764456.000000 Penalty: 5389.920898
	Iteration 50Q: 3 clusters Score -6764456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6764455.000000 Penalty: 5389.920898
	Iteration 51Q: 3 clusters Score -6764455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6764457.000000 Penalty: 5389.920898
	Iteration 52Q: 3 clusters Score -6764457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6764454.500000 Penalty: 5389.920898
	Iteration 53Q: 3 clusters Score -6764454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6764454.500000 Penalty: 5389.920898
	Iteration 54F: 3 clusters Score -6764454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -332163.000000 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -332163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -329072.375000 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -329072.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -329687.500000 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -329687.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -329880.375000 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -329880.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330090.812500 Penalty: 3917.980225
	Iteration 3F: 3 clusters Score -330090.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -330391.125000 Penalty: 3917.980225
	Iteration 4F: 3 clusters Score -330391.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -330746.218750 Penalty: 3917.980225
	Iteration 5F: 3 clusters Score -330746.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -331147.125000 Penalty: 3917.980225
	Iteration 6F: 3 clusters Score -331147.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -331616.062500 Penalty: 3917.980225
	Iteration 7F: 3 clusters Score -331616.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -332016.750000 Penalty: 3917.980225
	Iteration 8F: 3 clusters Score -332016.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -332249.593750 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -332249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -332303.343750 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -332303.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -332314.625000 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -332314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -332318.125000 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -332318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -332321.562500 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -332321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -332323.781250 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -332323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -332324.468750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -332324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -332325.687500 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -332325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -332325.687500 Penalty: 3917.980225
	Iteration 17F: 3 clusters Score -332325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33062 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49784 members 
Mstep: Class 8 contains 16778 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52406 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 236507 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 188745 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 19 contains 200594 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 19048 members 
Mstep: Class 23 contains 11773 members 
Entering Unmasked Estep 
Score: -116054960.000000 Penalty: 74949.453125
Splitting cluster 11 changes total score from -116056240.000000 to -116054960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (236507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236507 members 
Entering Unmasked Estep 
Score: -30240574.000000 Penalty: 3068.686035
	Iteration 0F: 2 clusters Score -3.024057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -30141556.000000 Penalty: 6137.372070
	Iteration 0F: 3 clusters Score -3.014156e+07 nChanged 114078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124231 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -30208744.000000 Penalty: 6137.372070
	Iteration 1F: 3 clusters Score -3.020874e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -30209828.000000 Penalty: 6137.372070
	Iteration 2Q: 3 clusters Score -3.020983e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -30210782.000000 Penalty: 6137.372070
	Iteration 3Q: 3 clusters Score -3.021078e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 100253 members 
Entering Unmasked Estep 
Score: -30212778.000000 Penalty: 6137.372070
	Iteration 4Q: 3 clusters Score -3.021278e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -30215610.000000 Penalty: 6137.372070
	Iteration 5Q: 3 clusters Score -3.021561e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -30219654.000000 Penalty: 6137.372070
	Iteration 6F: 3 clusters Score -3.021965e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161601 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -30224856.000000 Penalty: 6137.372070
	Iteration 7F: 3 clusters Score -3.022486e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -30231732.000000 Penalty: 6137.372070
	Iteration 8F: 3 clusters Score -3.023173e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -30240512.000000 Penalty: 6137.372070
	Iteration 9F: 3 clusters Score -3.024051e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -30246370.000000 Penalty: 6137.372070
	Iteration 10F: 3 clusters Score -3.024637e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -30248360.000000 Penalty: 6137.372070
	Iteration 11Q: 3 clusters Score -3.024836e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -30249586.000000 Penalty: 6137.372070
	Iteration 12Q: 3 clusters Score -3.024959e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -30250548.000000 Penalty: 6137.372070
	Iteration 13Q: 3 clusters Score -3.025055e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -30251170.000000 Penalty: 6137.372070
	Iteration 14Q: 3 clusters Score -3.025117e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -30251578.000000 Penalty: 6137.372070
	Iteration 15Q: 3 clusters Score -3.025158e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -30251918.000000 Penalty: 6137.372070
	Iteration 16Q: 3 clusters Score -3.025192e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -30252270.000000 Penalty: 6137.372070
	Iteration 17Q: 3 clusters Score -3.025227e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 104951 members 
Entering Unmasked Estep 
Score: -30252792.000000 Penalty: 6137.372070
	Iteration 18Q: 3 clusters Score -3.025279e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -30253362.000000 Penalty: 6137.372070
	Iteration 19Q: 3 clusters Score -3.025336e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121814 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -30254052.000000 Penalty: 6137.372070
	Iteration 20F: 3 clusters Score -3.025405e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -30254560.000000 Penalty: 6137.372070
	Iteration 21Q: 3 clusters Score -3.025456e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -30255090.000000 Penalty: 6137.372070
	Iteration 22Q: 3 clusters Score -3.025509e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -30255542.000000 Penalty: 6137.372070
	Iteration 23Q: 3 clusters Score -3.025554e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -30255996.000000 Penalty: 6137.372070
	Iteration 24Q: 3 clusters Score -3.0256e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -30256450.000000 Penalty: 6137.372070
	Iteration 25Q: 3 clusters Score -3.025645e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -30256676.000000 Penalty: 6137.372070
	Iteration 26Q: 3 clusters Score -3.025668e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 162225 members 
Entering Unmasked Estep 
Score: -30256724.000000 Penalty: 6137.372070
	Iteration 27Q: 3 clusters Score -3.025672e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 174983 members 
Entering Unmasked Estep 
Score: -30256404.000000 Penalty: 6137.372070
	Iteration 28F: 3 clusters Score -3.02564e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 190054 members 
Entering Unmasked Estep 
Score: -30253170.000000 Penalty: 6137.372070
	Iteration 29F: 3 clusters Score -3.025317e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 207544 members 
Entering Unmasked Estep 
Score: -30247684.000000 Penalty: 6137.372070
	Iteration 30F: 3 clusters Score -3.024768e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 221655 members 
Entering Unmasked Estep 
Score: -30241880.000000 Penalty: 6137.372070
	Iteration 31F: 3 clusters Score -3.024188e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 228866 members 
Entering Unmasked Estep 
Score: -30239664.000000 Penalty: 6137.372070
	Iteration 32Q: 3 clusters Score -3.023966e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 232291 members 
Entering Unmasked Estep 
Score: -30238686.000000 Penalty: 6137.372070
	Iteration 33Q: 3 clusters Score -3.023869e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 234067 members 
Entering Unmasked Estep 
Score: -30238302.000000 Penalty: 6137.372070
	Iteration 34Q: 3 clusters Score -3.02383e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 235027 members 
Entering Unmasked Estep 
Score: -30238076.000000 Penalty: 6137.372070
	Iteration 35Q: 3 clusters Score -3.023808e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 235556 members 
Entering Unmasked Estep 
Score: -30238080.000000 Penalty: 6137.372070
	Iteration 36Q: 3 clusters Score -3.023808e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 235818 members 
Entering Unmasked Estep 
Score: -30238070.000000 Penalty: 6137.372070
	Iteration 37Q: 3 clusters Score -3.023807e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 235967 members 
Entering Unmasked Estep 
Score: -30238072.000000 Penalty: 6137.372070
	Iteration 38Q: 3 clusters Score -3.023807e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 236056 members 
Entering Unmasked Estep 
Score: -30238100.000000 Penalty: 6137.372070
	Iteration 39Q: 3 clusters Score -3.02381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 236101 members 
Entering Unmasked Estep 
Score: -30238136.000000 Penalty: 6137.372070
	Iteration 40F: 3 clusters Score -3.023814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 236122 members 
Entering Unmasked Estep 
Score: -30238136.000000 Penalty: 6137.372070
	Iteration 41Q: 3 clusters Score -3.023814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 236141 members 
Entering Unmasked Estep 
Score: -30238126.000000 Penalty: 6137.372070
	Iteration 42Q: 3 clusters Score -3.023813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 236151 members 
Entering Unmasked Estep 
Score: -30238140.000000 Penalty: 6137.372070
	Iteration 43Q: 3 clusters Score -3.023814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 236163 members 
Entering Unmasked Estep 
Score: -30238118.000000 Penalty: 6137.372070
	Iteration 44Q: 3 clusters Score -3.023812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 236174 members 
Entering Unmasked Estep 
Score: -30238118.000000 Penalty: 6137.372070
	Iteration 45Q: 3 clusters Score -3.023812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 236183 members 
Entering Unmasked Estep 
Score: -30238116.000000 Penalty: 6137.372070
	Iteration 46Q: 3 clusters Score -3.023812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236189 members 
Entering Unmasked Estep 
Score: -30238116.000000 Penalty: 6137.372070
	Iteration 47Q: 3 clusters Score -3.023812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 236188 members 
Entering Unmasked Estep 
Score: -30238138.000000 Penalty: 6137.372070
	Iteration 48Q: 3 clusters Score -3.023814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 236188 members 
Entering Unmasked Estep 
Score: -30238138.000000 Penalty: 6137.372070
	Iteration 49F: 3 clusters Score -3.023814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48029.046875 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48029.05 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 224 members 
Entering Unmasked Estep 
Score: -46582.933594 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -46582.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46779.921875 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -46779.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46903.328125 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -46903.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46995.691406 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -46995.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47047.406250 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47047.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47111.117188 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47111.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47147.601562 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47151.085938 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -47151.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47155.792969 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -47155.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47157.871094 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -47157.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47164.011719 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -47164.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47183.238281 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -47183.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47201.625000 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -47201.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47216.265625 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -47216.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47231.769531 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -47231.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47259.480469 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -47259.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47283.175781 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -47283.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47297.792969 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -47297.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47308.726562 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -47308.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47314.812500 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -47314.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47317.898438 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -47317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40041.054688 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40041.05 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 176 members 
Entering Unmasked Estep 
Score: -38693.550781 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38693.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38810.421875 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38810.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38838.625000 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38838.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38851.085938 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38851.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38852.320312 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38852.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38852.320312 Penalty: 2927.706055
	Iteration 5F: 3 clusters Score -38852.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -532577.812500 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -532577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -528459.500000 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -528459.5 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -529409.562500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -529409.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -529621.062500 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -529621.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -529757.687500 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -529757.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -529851.437500 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -529851.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -529929.437500 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -529929.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -530006.750000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -530006.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -530071.625000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -530071.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -530124.687500 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -530124.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -530166.562500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -530166.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -530203.937500 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -530203.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -530241.437500 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -530241.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -530277.250000 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -530277.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -530314.937500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -530314.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -530349.000000 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -530349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -530377.437500 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -530377.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -530413.500000 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -530413.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -530448.625000 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -530448.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -530493.750000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -530493.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -530547.562500 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -530547.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -530603.437500 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -530603.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -530676.187500 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -530676.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -530744.000000 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -530744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -530807.625000 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -530807.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -530841.125000 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -530841.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -530858.250000 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -530858.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -530881.437500 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -530881.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -530898.625000 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -530898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -530909.437500 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -530909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -530920.875000 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -530920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -530931.562500 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -530931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -530938.875000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -530938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -530940.562500 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -530940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -530942.375000 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -530942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -530944.125000 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -530944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -530945.375000 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -530945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -530950.125000 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -530950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -530956.437500 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -530956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -530957.750000 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -530957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -530961.750000 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -530961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -530965.625000 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -530965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -530970.750000 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -530970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -530974.187500 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -530974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -530977.000000 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -530977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -530977.312500 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -530977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -530977.937500 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -530977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -530977.937500 Penalty: 4160.445801
	Iteration 46F: 3 clusters Score -530977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (188745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188745 members 
Entering Unmasked Estep 
Score: -24041680.000000 Penalty: 3012.741699
	Iteration 0F: 2 clusters Score -2.404168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -23919686.000000 Penalty: 6025.483398
	Iteration 0F: 3 clusters Score -2.391969e+07 nChanged 90383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -23972258.000000 Penalty: 6025.483398
	Iteration 1F: 3 clusters Score -2.397226e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -23973316.000000 Penalty: 6025.483398
	Iteration 2Q: 3 clusters Score -2.397332e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -23974970.000000 Penalty: 6025.483398
	Iteration 3Q: 3 clusters Score -2.397497e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -23978010.000000 Penalty: 6025.483398
	Iteration 4Q: 3 clusters Score -2.397801e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -23982520.000000 Penalty: 6025.483398
	Iteration 5Q: 3 clusters Score -2.398252e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -23989974.000000 Penalty: 6025.483398
	Iteration 6F: 3 clusters Score -2.398997e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -23999936.000000 Penalty: 6025.483398
	Iteration 7F: 3 clusters Score -2.399994e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -24011596.000000 Penalty: 6025.483398
	Iteration 8F: 3 clusters Score -2.40116e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -24022534.000000 Penalty: 6025.483398
	Iteration 9F: 3 clusters Score -2.402253e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177251 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -24030232.000000 Penalty: 6025.483398
	Iteration 10F: 3 clusters Score -2.403023e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183353 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -24034882.000000 Penalty: 6025.483398
	Iteration 11Q: 3 clusters Score -2.403488e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -24037154.000000 Penalty: 6025.483398
	Iteration 12Q: 3 clusters Score -2.403715e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187632 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -24038218.000000 Penalty: 6025.483398
	Iteration 13Q: 3 clusters Score -2.403822e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188090 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -24038644.000000 Penalty: 6025.483398
	Iteration 14Q: 3 clusters Score -2.403864e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188245 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -24038768.000000 Penalty: 6025.483398
	Iteration 15Q: 3 clusters Score -2.403877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -24038830.000000 Penalty: 6025.483398
	Iteration 16Q: 3 clusters Score -2.403883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24038892.000000 Penalty: 6025.483398
	Iteration 17Q: 3 clusters Score -2.403889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24038924.000000 Penalty: 6025.483398
	Iteration 18Q: 3 clusters Score -2.403892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188357 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24038952.000000 Penalty: 6025.483398
	Iteration 19Q: 3 clusters Score -2.403895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -24038970.000000 Penalty: 6025.483398
	Iteration 20F: 3 clusters Score -2.403897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24038982.000000 Penalty: 6025.483398
	Iteration 21Q: 3 clusters Score -2.403898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24038996.000000 Penalty: 6025.483398
	Iteration 22Q: 3 clusters Score -2.4039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24039006.000000 Penalty: 6025.483398
	Iteration 23Q: 3 clusters Score -2.403901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24038996.000000 Penalty: 6025.483398
	Iteration 24Q: 3 clusters Score -2.4039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24038996.000000 Penalty: 6025.483398
	Iteration 25Q: 3 clusters Score -2.4039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24039010.000000 Penalty: 6025.483398
	Iteration 26Q: 3 clusters Score -2.403901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -24039008.000000 Penalty: 6025.483398
	Iteration 27Q: 3 clusters Score -2.403901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -24039000.000000 Penalty: 6025.483398
	Iteration 28Q: 3 clusters Score -2.4039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -24039000.000000 Penalty: 6025.483398
	Iteration 29F: 3 clusters Score -2.4039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -52009.679688 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -52009.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50567.992188 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -50567.99 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50751.601562 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -50751.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50805.500000 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -50805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50844.589844 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -50844.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50890.273438 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -50890.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50937.781250 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -50937.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51010.750000 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -51010.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51081.914062 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -51081.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51170.929688 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -51170.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51268.265625 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -51268.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51318.570312 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -51318.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51342.460938 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -51342.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51363.027344 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -51363.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51379.468750 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -51379.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51388.156250 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -51388.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51393.437500 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -51393.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51399.558594 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -51399.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51399.558594 Penalty: 3049.640381
	Iteration 17F: 3 clusters Score -51399.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200594 members 
Entering Unmasked Estep 
Score: -25548906.000000 Penalty: 3027.841309
	Iteration 0F: 2 clusters Score -2.554891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -25419312.000000 Penalty: 6055.682617
	Iteration 0F: 3 clusters Score -2.541931e+07 nChanged 96230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -25475442.000000 Penalty: 6055.682617
	Iteration 1F: 3 clusters Score -2.547544e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -25476496.000000 Penalty: 6055.682617
	Iteration 2Q: 3 clusters Score -2.54765e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -25478180.000000 Penalty: 6055.682617
	Iteration 3Q: 3 clusters Score -2.547818e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -25480486.000000 Penalty: 6055.682617
	Iteration 4Q: 3 clusters Score -2.548049e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -25484454.000000 Penalty: 6055.682617
	Iteration 5Q: 3 clusters Score -2.548445e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -25491376.000000 Penalty: 6055.682617
	Iteration 6F: 3 clusters Score -2.549138e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -25501482.000000 Penalty: 6055.682617
	Iteration 7F: 3 clusters Score -2.550148e+07 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -25514460.000000 Penalty: 6055.682617
	Iteration 8F: 3 clusters Score -2.551446e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170860 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -25525876.000000 Penalty: 6055.682617
	Iteration 9F: 3 clusters Score -2.552588e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -25533342.000000 Penalty: 6055.682617
	Iteration 10Q: 3 clusters Score -2.553334e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -25537500.000000 Penalty: 6055.682617
	Iteration 11Q: 3 clusters Score -2.55375e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188678 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -25540088.000000 Penalty: 6055.682617
	Iteration 12Q: 3 clusters Score -2.554009e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191245 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -25541766.000000 Penalty: 6055.682617
	Iteration 13Q: 3 clusters Score -2.554177e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -25542886.000000 Penalty: 6055.682617
	Iteration 14Q: 3 clusters Score -2.554289e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194645 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -25543558.000000 Penalty: 6055.682617
	Iteration 15Q: 3 clusters Score -2.554356e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195743 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -25544050.000000 Penalty: 6055.682617
	Iteration 16Q: 3 clusters Score -2.554405e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196588 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -25544442.000000 Penalty: 6055.682617
	Iteration 17Q: 3 clusters Score -2.554444e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197225 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -25544768.000000 Penalty: 6055.682617
	Iteration 18Q: 3 clusters Score -2.554477e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197737 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -25545038.000000 Penalty: 6055.682617
	Iteration 19Q: 3 clusters Score -2.554504e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198111 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -25545242.000000 Penalty: 6055.682617
	Iteration 20F: 3 clusters Score -2.554524e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198425 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -25545404.000000 Penalty: 6055.682617
	Iteration 21Q: 3 clusters Score -2.55454e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198680 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -25545538.000000 Penalty: 6055.682617
	Iteration 22Q: 3 clusters Score -2.554554e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198891 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -25545690.000000 Penalty: 6055.682617
	Iteration 23Q: 3 clusters Score -2.554569e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199035 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25545776.000000 Penalty: 6055.682617
	Iteration 24Q: 3 clusters Score -2.554578e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199148 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -25545884.000000 Penalty: 6055.682617
	Iteration 25Q: 3 clusters Score -2.554588e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -25545928.000000 Penalty: 6055.682617
	Iteration 26Q: 3 clusters Score -2.554593e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199304 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -25545942.000000 Penalty: 6055.682617
	Iteration 27Q: 3 clusters Score -2.554594e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199371 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25546024.000000 Penalty: 6055.682617
	Iteration 28Q: 3 clusters Score -2.554602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25546026.000000 Penalty: 6055.682617
	Iteration 29Q: 3 clusters Score -2.554603e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -25546030.000000 Penalty: 6055.682617
	Iteration 30Q: 3 clusters Score -2.554603e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25546042.000000 Penalty: 6055.682617
	Iteration 31Q: 3 clusters Score -2.554604e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199539 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -25546082.000000 Penalty: 6055.682617
	Iteration 32Q: 3 clusters Score -2.554608e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25546066.000000 Penalty: 6055.682617
	Iteration 33Q: 3 clusters Score -2.554607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199615 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -25546114.000000 Penalty: 6055.682617
	Iteration 34Q: 3 clusters Score -2.554611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199634 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -25546116.000000 Penalty: 6055.682617
	Iteration 35Q: 3 clusters Score -2.554612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25546144.000000 Penalty: 6055.682617
	Iteration 36Q: 3 clusters Score -2.554614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199662 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25546144.000000 Penalty: 6055.682617
	Iteration 37Q: 3 clusters Score -2.554614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199672 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -25546168.000000 Penalty: 6055.682617
	Iteration 38Q: 3 clusters Score -2.554617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25546172.000000 Penalty: 6055.682617
	Iteration 39Q: 3 clusters Score -2.554617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25546202.000000 Penalty: 6055.682617
	Iteration 40F: 3 clusters Score -2.55462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25546176.000000 Penalty: 6055.682617
	Iteration 41Q: 3 clusters Score -2.554618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25546198.000000 Penalty: 6055.682617
	Iteration 42Q: 3 clusters Score -2.55462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -25546212.000000 Penalty: 6055.682617
	Iteration 43Q: 3 clusters Score -2.554621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -25546204.000000 Penalty: 6055.682617
	Iteration 44Q: 3 clusters Score -2.55462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25546184.000000 Penalty: 6055.682617
	Iteration 45Q: 3 clusters Score -2.554618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25546190.000000 Penalty: 6055.682617
	Iteration 46Q: 3 clusters Score -2.554619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -25546200.000000 Penalty: 6055.682617
	Iteration 47Q: 3 clusters Score -2.55462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199747 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25546202.000000 Penalty: 6055.682617
	Iteration 48Q: 3 clusters Score -2.55462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -25546216.000000 Penalty: 6055.682617
	Iteration 49Q: 3 clusters Score -2.554622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25546224.000000 Penalty: 6055.682617
	Iteration 50Q: 3 clusters Score -2.554622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -25546232.000000 Penalty: 6055.682617
	Iteration 51Q: 3 clusters Score -2.554623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199773 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -25546250.000000 Penalty: 6055.682617
	Iteration 52Q: 3 clusters Score -2.554625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25546260.000000 Penalty: 6055.682617
	Iteration 53Q: 3 clusters Score -2.554626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -25546258.000000 Penalty: 6055.682617
	Iteration 54Q: 3 clusters Score -2.554626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199799 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -25546276.000000 Penalty: 6055.682617
	Iteration 55Q: 3 clusters Score -2.554628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199806 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25546286.000000 Penalty: 6055.682617
	Iteration 56Q: 3 clusters Score -2.554629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199813 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -25546290.000000 Penalty: 6055.682617
	Iteration 57Q: 3 clusters Score -2.554629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25546292.000000 Penalty: 6055.682617
	Iteration 58Q: 3 clusters Score -2.554629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -25546286.000000 Penalty: 6055.682617
	Iteration 59Q: 3 clusters Score -2.554629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25546300.000000 Penalty: 6055.682617
	Iteration 60F: 3 clusters Score -2.55463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25546286.000000 Penalty: 6055.682617
	Iteration 61Q: 3 clusters Score -2.554629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -25546296.000000 Penalty: 6055.682617
	Iteration 62Q: 3 clusters Score -2.55463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25546288.000000 Penalty: 6055.682617
	Iteration 63Q: 3 clusters Score -2.554629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25546288.000000 Penalty: 6055.682617
	Iteration 64Q: 3 clusters Score -2.554629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25546302.000000 Penalty: 6055.682617
	Iteration 65Q: 3 clusters Score -2.55463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25546302.000000 Penalty: 6055.682617
	Iteration 66F: 3 clusters Score -2.55463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Entering Unmasked Estep 
Score: -1513962.750000 Penalty: 2337.691895
	Iteration 0F: 2 clusters Score -1513963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1504704.875000 Penalty: 4675.383789
	Iteration 0F: 3 clusters Score -1504705 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1507412.250000 Penalty: 4675.383789
	Iteration 1F: 3 clusters Score -1507412 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1507737.000000 Penalty: 4675.383789
	Iteration 2F: 3 clusters Score -1507737 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1508011.500000 Penalty: 4675.383789
	Iteration 3F: 3 clusters Score -1508012 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1508216.125000 Penalty: 4675.383789
	Iteration 4Q: 3 clusters Score -1508216 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1508372.750000 Penalty: 4675.383789
	Iteration 5Q: 3 clusters Score -1508373 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1508497.750000 Penalty: 4675.383789
	Iteration 6Q: 3 clusters Score -1508498 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1508619.750000 Penalty: 4675.383789
	Iteration 7Q: 3 clusters Score -1508620 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1508746.500000 Penalty: 4675.383789
	Iteration 8Q: 3 clusters Score -1508746 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1508850.875000 Penalty: 4675.383789
	Iteration 9Q: 3 clusters Score -1508851 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1508943.375000 Penalty: 4675.383789
	Iteration 10Q: 3 clusters Score -1508943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1509027.000000 Penalty: 4675.383789
	Iteration 11Q: 3 clusters Score -1509027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1509099.875000 Penalty: 4675.383789
	Iteration 12Q: 3 clusters Score -1509100 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1509200.750000 Penalty: 4675.383789
	Iteration 13Q: 3 clusters Score -1509201 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1509332.875000 Penalty: 4675.383789
	Iteration 14Q: 3 clusters Score -1509333 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1509492.625000 Penalty: 4675.383789
	Iteration 15Q: 3 clusters Score -1509493 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1509697.625000 Penalty: 4675.383789
	Iteration 16Q: 3 clusters Score -1509698 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1509948.375000 Penalty: 4675.383789
	Iteration 17Q: 3 clusters Score -1509948 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1510215.375000 Penalty: 4675.383789
	Iteration 18Q: 3 clusters Score -1510215 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1510473.500000 Penalty: 4675.383789
	Iteration 19Q: 3 clusters Score -1510474 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1510703.000000 Penalty: 4675.383789
	Iteration 20F: 3 clusters Score -1510703 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1510887.750000 Penalty: 4675.383789
	Iteration 21Q: 3 clusters Score -1510888 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1511017.125000 Penalty: 4675.383789
	Iteration 22Q: 3 clusters Score -1511017 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1511104.875000 Penalty: 4675.383789
	Iteration 23Q: 3 clusters Score -1511105 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1511179.750000 Penalty: 4675.383789
	Iteration 24Q: 3 clusters Score -1511180 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1511248.125000 Penalty: 4675.383789
	Iteration 25Q: 3 clusters Score -1511248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1511296.375000 Penalty: 4675.383789
	Iteration 26Q: 3 clusters Score -1511296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1511359.500000 Penalty: 4675.383789
	Iteration 27Q: 3 clusters Score -1511360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1511404.250000 Penalty: 4675.383789
	Iteration 28Q: 3 clusters Score -1511404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1511448.750000 Penalty: 4675.383789
	Iteration 29Q: 3 clusters Score -1511449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1511490.250000 Penalty: 4675.383789
	Iteration 30Q: 3 clusters Score -1511490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1511526.000000 Penalty: 4675.383789
	Iteration 31Q: 3 clusters Score -1511526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1511556.750000 Penalty: 4675.383789
	Iteration 32Q: 3 clusters Score -1511557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1511584.125000 Penalty: 4675.383789
	Iteration 33Q: 3 clusters Score -1511584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1511599.250000 Penalty: 4675.383789
	Iteration 34Q: 3 clusters Score -1511599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1511615.750000 Penalty: 4675.383789
	Iteration 35Q: 3 clusters Score -1511616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1511619.750000 Penalty: 4675.383789
	Iteration 36Q: 3 clusters Score -1511620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1511624.875000 Penalty: 4675.383789
	Iteration 37Q: 3 clusters Score -1511625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1511635.500000 Penalty: 4675.383789
	Iteration 38Q: 3 clusters Score -1511636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1511643.500000 Penalty: 4675.383789
	Iteration 39Q: 3 clusters Score -1511644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1511657.250000 Penalty: 4675.383789
	Iteration 40F: 3 clusters Score -1511657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1511666.750000 Penalty: 4675.383789
	Iteration 41Q: 3 clusters Score -1511667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1511668.875000 Penalty: 4675.383789
	Iteration 42Q: 3 clusters Score -1511669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1511671.750000 Penalty: 4675.383789
	Iteration 43Q: 3 clusters Score -1511672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1511680.500000 Penalty: 4675.383789
	Iteration 44Q: 3 clusters Score -1511680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1511674.000000 Penalty: 4675.383789
	Iteration 45Q: 3 clusters Score -1511674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1511679.750000 Penalty: 4675.383789
	Iteration 46Q: 3 clusters Score -1511680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1511681.625000 Penalty: 4675.383789
	Iteration 47Q: 3 clusters Score -1511682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1511683.375000 Penalty: 4675.383789
	Iteration 48Q: 3 clusters Score -1511683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1511685.000000 Penalty: 4675.383789
	Iteration 49Q: 3 clusters Score -1511685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1511686.500000 Penalty: 4675.383789
	Iteration 50Q: 3 clusters Score -1511686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1511689.875000 Penalty: 4675.383789
	Iteration 51Q: 3 clusters Score -1511690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1511688.875000 Penalty: 4675.383789
	Iteration 52Q: 3 clusters Score -1511689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1511688.875000 Penalty: 4675.383789
	Iteration 53F: 3 clusters Score -1511689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Entering Unmasked Estep 
Score: -2476278.500000 Penalty: 2443.969971
	Iteration 0F: 2 clusters Score -2476278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2462768.250000 Penalty: 4887.939941
	Iteration 0F: 3 clusters Score -2462768 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2467225.250000 Penalty: 4887.939941
	Iteration 1F: 3 clusters Score -2467225 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2467729.000000 Penalty: 4887.939941
	Iteration 2F: 3 clusters Score -2467729 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2468173.250000 Penalty: 4887.939941
	Iteration 3F: 3 clusters Score -2468173 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2468671.000000 Penalty: 4887.939941
	Iteration 4Q: 3 clusters Score -2468671 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2469241.000000 Penalty: 4887.939941
	Iteration 5F: 3 clusters Score -2469241 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2469946.500000 Penalty: 4887.939941
	Iteration 6F: 3 clusters Score -2469946 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2470745.500000 Penalty: 4887.939941
	Iteration 7F: 3 clusters Score -2470746 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2471579.000000 Penalty: 4887.939941
	Iteration 8F: 3 clusters Score -2471579 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2472311.500000 Penalty: 4887.939941
	Iteration 9Q: 3 clusters Score -2472312 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2472865.750000 Penalty: 4887.939941
	Iteration 10Q: 3 clusters Score -2472866 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2473248.500000 Penalty: 4887.939941
	Iteration 11Q: 3 clusters Score -2473248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2473520.750000 Penalty: 4887.939941
	Iteration 12Q: 3 clusters Score -2473521 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2473725.750000 Penalty: 4887.939941
	Iteration 13Q: 3 clusters Score -2473726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2473866.000000 Penalty: 4887.939941
	Iteration 14Q: 3 clusters Score -2473866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2473970.750000 Penalty: 4887.939941
	Iteration 15Q: 3 clusters Score -2473971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2474029.750000 Penalty: 4887.939941
	Iteration 16Q: 3 clusters Score -2474030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2474087.250000 Penalty: 4887.939941
	Iteration 17Q: 3 clusters Score -2474087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2474117.750000 Penalty: 4887.939941
	Iteration 18Q: 3 clusters Score -2474118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2474140.500000 Penalty: 4887.939941
	Iteration 19Q: 3 clusters Score -2474140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2474153.500000 Penalty: 4887.939941
	Iteration 20F: 3 clusters Score -2474154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2474156.500000 Penalty: 4887.939941
	Iteration 21Q: 3 clusters Score -2474156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2474160.500000 Penalty: 4887.939941
	Iteration 22Q: 3 clusters Score -2474160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2474162.500000 Penalty: 4887.939941
	Iteration 23Q: 3 clusters Score -2474162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2474166.750000 Penalty: 4887.939941
	Iteration 24Q: 3 clusters Score -2474167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2474173.250000 Penalty: 4887.939941
	Iteration 25Q: 3 clusters Score -2474173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2474179.500000 Penalty: 4887.939941
	Iteration 26Q: 3 clusters Score -2474180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2474184.250000 Penalty: 4887.939941
	Iteration 27Q: 3 clusters Score -2474184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2474192.000000 Penalty: 4887.939941
	Iteration 28Q: 3 clusters Score -2474192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2474194.750000 Penalty: 4887.939941
	Iteration 29Q: 3 clusters Score -2474195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2474198.750000 Penalty: 4887.939941
	Iteration 30Q: 3 clusters Score -2474199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2474197.750000 Penalty: 4887.939941
	Iteration 31Q: 3 clusters Score -2474198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2474199.750000 Penalty: 4887.939941
	Iteration 32Q: 3 clusters Score -2474200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2474201.250000 Penalty: 4887.939941
	Iteration 33Q: 3 clusters Score -2474201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2474202.250000 Penalty: 4887.939941
	Iteration 34Q: 3 clusters Score -2474202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2474202.750000 Penalty: 4887.939941
	Iteration 35Q: 3 clusters Score -2474203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2474204.750000 Penalty: 4887.939941
	Iteration 36Q: 3 clusters Score -2474205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2474209.500000 Penalty: 4887.939941
	Iteration 37Q: 3 clusters Score -2474210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2474208.250000 Penalty: 4887.939941
	Iteration 38Q: 3 clusters Score -2474208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2474208.250000 Penalty: 4887.939941
	Iteration 39F: 3 clusters Score -2474208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Entering Unmasked Estep 
Score: -1502465.875000 Penalty: 2324.643799
	Iteration 0F: 2 clusters Score -1502466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1493641.375000 Penalty: 4649.287598
	Iteration 0F: 3 clusters Score -1493641 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1496257.500000 Penalty: 4649.287598
	Iteration 1F: 3 clusters Score -1496258 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1496572.500000 Penalty: 4649.287598
	Iteration 2F: 3 clusters Score -1496572 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1496856.250000 Penalty: 4649.287598
	Iteration 3F: 3 clusters Score -1496856 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1497128.125000 Penalty: 4649.287598
	Iteration 4Q: 3 clusters Score -1497128 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1497405.750000 Penalty: 4649.287598
	Iteration 5Q: 3 clusters Score -1497406 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1497727.750000 Penalty: 4649.287598
	Iteration 6Q: 3 clusters Score -1497728 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1498157.875000 Penalty: 4649.287598
	Iteration 7F: 3 clusters Score -1498158 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1498627.750000 Penalty: 4649.287598
	Iteration 8F: 3 clusters Score -1498628 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1499151.500000 Penalty: 4649.287598
	Iteration 9F: 3 clusters Score -1499152 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1499750.875000 Penalty: 4649.287598
	Iteration 10F: 3 clusters Score -1499751 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1500336.000000 Penalty: 4649.287598
	Iteration 11Q: 3 clusters Score -1500336 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1500749.125000 Penalty: 4649.287598
	Iteration 12Q: 3 clusters Score -1500749 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1500904.250000 Penalty: 4649.287598
	Iteration 13Q: 3 clusters Score -1500904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1500959.875000 Penalty: 4649.287598
	Iteration 14Q: 3 clusters Score -1500960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1500980.375000 Penalty: 4649.287598
	Iteration 15Q: 3 clusters Score -1500980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1500991.125000 Penalty: 4649.287598
	Iteration 16Q: 3 clusters Score -1500991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1500998.000000 Penalty: 4649.287598
	Iteration 17Q: 3 clusters Score -1500998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1501000.125000 Penalty: 4649.287598
	Iteration 18Q: 3 clusters Score -1501000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1501002.250000 Penalty: 4649.287598
	Iteration 19Q: 3 clusters Score -1501002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1501000.750000 Penalty: 4649.287598
	Iteration 20F: 3 clusters Score -1501001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1501002.250000 Penalty: 4649.287598
	Iteration 21Q: 3 clusters Score -1501002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1501002.250000 Penalty: 4649.287598
	Iteration 22F: 3 clusters Score -1501002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33062 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49784 members 
Mstep: Class 8 contains 16778 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52406 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 236507 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 188745 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 19 contains 200594 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 19048 members 
Mstep: Class 23 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056296.000000 Penalty: 71542.664062
Iteration 159Q: 22 clusters Score -1.160563e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 52411 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 236542 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 188681 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 19 contains 200534 members 
Mstep: Class 21 contains 12393 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 11804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056296.000000 Penalty: 71542.664062
Iteration 160F: 22 clusters Score -1.160563e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 3715 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33147 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 49777 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 1463 members 
Mstep: Class 10 contains 52411 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 236568 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 188625 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 19 contains 200481 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056288.000000 Penalty: 71542.664062
Iteration 161Q: 22 clusters Score -1.160563e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33178 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 49778 members 
Mstep: Class 8 contains 16786 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52409 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 236614 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 188575 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 19 contains 200456 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056728.000000 Penalty: 71542.664062
Iteration 162Q: 22 clusters Score -1.160567e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49781 members 
Mstep: Class 8 contains 16784 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 52403 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 236643 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 188510 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 200423 members 
Mstep: Class 21 contains 12185 members 
Mstep: Class 22 contains 19073 members 
Mstep: Class 23 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056688.000000 Penalty: 71542.664062
Iteration 163Q: 22 clusters Score -1.160567e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33242 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52401 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 236689 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 188446 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 19 contains 200391 members 
Mstep: Class 21 contains 12141 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056928.000000 Penalty: 71542.664062
Iteration 164Q: 22 clusters Score -1.160569e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33260 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 49775 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 52392 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 236726 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4416 members 
Mstep: Class 16 contains 188408 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 19 contains 200356 members 
Mstep: Class 21 contains 12114 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057168.000000 Penalty: 71542.664062
Iteration 165Q: 22 clusters Score -1.160572e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49777 members 
Mstep: Class 8 contains 16776 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 236763 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 188367 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 19 contains 200323 members 
Mstep: Class 21 contains 12090 members 
Mstep: Class 22 contains 19073 members 
Mstep: Class 23 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057168.000000 Penalty: 71542.664062
Iteration 166Q: 22 clusters Score -1.160572e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33290 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 16768 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 236797 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 188337 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 19 contains 200296 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057224.000000 Penalty: 71542.664062
Iteration 167Q: 22 clusters Score -1.160572e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33305 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 49792 members 
Mstep: Class 8 contains 16770 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52407 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 236839 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 188309 members 
Mstep: Class 17 contains 337 members 
Mstep: Class 19 contains 200245 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 168Q: 22 clusters Score -1.160573e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33323 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49800 members 
Mstep: Class 8 contains 16769 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52417 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 236860 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 188251 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 19 contains 200219 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 169Q: 22 clusters Score -1.160574e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33334 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 49803 members 
Mstep: Class 8 contains 16766 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52421 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 236880 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 188193 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 19 contains 200216 members 
Mstep: Class 21 contains 11993 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 170Q: 22 clusters Score -1.160574e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 16766 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52419 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 236913 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 188152 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 19 contains 200195 members 
Mstep: Class 21 contains 11978 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 171Q: 22 clusters Score -1.160574e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33351 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 49795 members 
Mstep: Class 8 contains 16761 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 52424 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 236954 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 188100 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 19 contains 200182 members 
Mstep: Class 21 contains 11952 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 172Q: 22 clusters Score -1.160574e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33371 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52431 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 236987 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 188045 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 19 contains 200165 members 
Mstep: Class 21 contains 11932 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 173Q: 22 clusters Score -1.160574e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33379 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52428 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 237015 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 188009 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 19 contains 200144 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057456.000000 Penalty: 71542.664062
Iteration 174Q: 22 clusters Score -1.160575e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33383 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52429 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 237038 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 187979 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200129 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 12458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 175Q: 22 clusters Score -1.160574e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33388 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 49784 members 
Mstep: Class 8 contains 16752 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52426 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 237067 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 187944 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200123 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 176Q: 22 clusters Score -1.160573e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33393 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 16750 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52419 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 237094 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 187907 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200112 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 19067 members 
Mstep: Class 23 contains 12507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 177Q: 22 clusters Score -1.160573e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33395 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 49787 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52408 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 237108 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 187889 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200096 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 12528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057520.000000 Penalty: 71542.664062
Iteration 178Q: 22 clusters Score -1.160575e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 3600 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33397 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 16742 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52407 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 237123 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 187872 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200085 members 
Mstep: Class 21 contains 11781 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 12536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057392.000000 Penalty: 71542.664062
Iteration 179Q: 22 clusters Score -1.160574e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33394 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52403 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 237145 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 187876 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200070 members 
Mstep: Class 21 contains 11768 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 12541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 180F: 22 clusters Score -1.160574e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 3597 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33399 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52407 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 237167 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 187888 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200037 members 
Mstep: Class 21 contains 11765 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 23 contains 12534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 181Q: 22 clusters Score -1.160573e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 16740 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52403 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 237183 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 187889 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 19 contains 200000 members 
Mstep: Class 21 contains 11776 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 23 contains 12538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057464.000000 Penalty: 71542.664062
Iteration 182Q: 22 clusters Score -1.160575e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 3592 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33405 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49787 members 
Mstep: Class 8 contains 16730 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52400 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 237190 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 187889 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 199972 members 
Mstep: Class 21 contains 11784 members 
Mstep: Class 22 contains 19061 members 
Mstep: Class 23 contains 12546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 183Q: 22 clusters Score -1.160574e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33413 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52402 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 237191 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 187899 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 199941 members 
Mstep: Class 21 contains 11777 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 12564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 184Q: 22 clusters Score -1.160574e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33421 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49787 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52400 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 237211 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 187897 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 199914 members 
Mstep: Class 21 contains 11766 members 
Mstep: Class 22 contains 19055 members 
Mstep: Class 23 contains 12563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 185Q: 22 clusters Score -1.160574e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 3586 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33425 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49784 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52413 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 237225 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 187887 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 199889 members 
Mstep: Class 21 contains 11758 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 22 clusters Score -1.160574e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33425 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49789 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52419 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 237230 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 187876 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 19 contains 199866 members 
Mstep: Class 21 contains 11758 members 
Mstep: Class 22 contains 19063 members 
Mstep: Class 23 contains 12557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057416.000000 Penalty: 71542.664062
Iteration 187Q: 22 clusters Score -1.160574e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33428 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49789 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52422 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 237231 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 187885 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 19 contains 199827 members 
Mstep: Class 21 contains 11757 members 
Mstep: Class 22 contains 19061 members 
Mstep: Class 23 contains 12557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057320.000000 Penalty: 71542.664062
Iteration 188Q: 22 clusters Score -1.160573e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49792 members 
Mstep: Class 8 contains 16729 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52426 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 237240 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 187893 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 19 contains 199793 members 
Mstep: Class 21 contains 11754 members 
Mstep: Class 22 contains 19062 members 
Mstep: Class 23 contains 12552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 189Q: 22 clusters Score -1.160574e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 3581 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33434 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52431 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 237250 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 187878 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 19 contains 199782 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 19059 members 
Mstep: Class 23 contains 12552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 22 clusters Score -1.160572e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33438 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49803 members 
Mstep: Class 8 contains 16727 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52438 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237274 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 187863 members 
Mstep: Class 17 contains 309 members 
Mstep: Class 19 contains 199770 members 
Mstep: Class 21 contains 11736 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 12545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 191Q: 22 clusters Score -1.160574e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33445 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16730 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52443 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237282 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 187851 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199752 members 
Mstep: Class 21 contains 11729 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
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Iteration 192Q: 22 clusters Score -1.160573e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33448 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49805 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52445 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237283 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 187849 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199734 members 
Mstep: Class 21 contains 11715 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 193Q: 22 clusters Score -1.160574e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33457 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16742 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52442 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237293 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 187851 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199708 members 
Mstep: Class 21 contains 11701 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 194Q: 22 clusters Score -1.160574e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33465 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49809 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52446 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237309 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 187842 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199679 members 
Mstep: Class 21 contains 11681 members 
Mstep: Class 22 contains 19061 members 
Mstep: Class 23 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 195Q: 22 clusters Score -1.160574e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49809 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52447 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237320 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 187843 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199652 members 
Mstep: Class 21 contains 11673 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 196Q: 22 clusters Score -1.160574e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33485 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49810 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52452 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237325 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 187856 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199630 members 
Mstep: Class 21 contains 11666 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 12576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 197Q: 22 clusters Score -1.160573e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 3545 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16741 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52455 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237328 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187874 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199616 members 
Mstep: Class 21 contains 11654 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 12577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057400.000000 Penalty: 71542.664062
Iteration 198Q: 22 clusters Score -1.160574e+08 nChanged 83
Entering ConstructFrom: 
Score: -116057400.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (84604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Entering Unmasked Estep 
Score: -10895832.000000 Penalty: 2813.742676
	Iteration 0F: 2 clusters Score -1.089583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -10839184.000000 Penalty: 5627.485352
	Iteration 0F: 3 clusters Score -1.083918e+07 nChanged 39536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -10861878.000000 Penalty: 5627.485352
	Iteration 1F: 3 clusters Score -1.086188e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -10862670.000000 Penalty: 5627.485352
	Iteration 2Q: 3 clusters Score -1.086267e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -10863403.000000 Penalty: 5627.485352
	Iteration 3Q: 3 clusters Score -1.08634e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -10864326.000000 Penalty: 5627.485352
	Iteration 4Q: 3 clusters Score -1.086433e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -10865484.000000 Penalty: 5627.485352
	Iteration 5Q: 3 clusters Score -1.086548e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -10867053.000000 Penalty: 5627.485352
	Iteration 6Q: 3 clusters Score -1.086705e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -10869400.000000 Penalty: 5627.485352
	Iteration 7Q: 3 clusters Score -1.08694e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -10872771.000000 Penalty: 5627.485352
	Iteration 8F: 3 clusters Score -1.087277e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -10876756.000000 Penalty: 5627.485352
	Iteration 9F: 3 clusters Score -1.087676e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10880020.000000 Penalty: 5627.485352
	Iteration 10F: 3 clusters Score -1.088002e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -10881601.000000 Penalty: 5627.485352
	Iteration 11Q: 3 clusters Score -1.08816e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -10882323.000000 Penalty: 5627.485352
	Iteration 12Q: 3 clusters Score -1.088232e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -10882846.000000 Penalty: 5627.485352
	Iteration 13Q: 3 clusters Score -1.088285e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -10883304.000000 Penalty: 5627.485352
	Iteration 14Q: 3 clusters Score -1.08833e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -10883821.000000 Penalty: 5627.485352
	Iteration 15Q: 3 clusters Score -1.088382e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -10884377.000000 Penalty: 5627.485352
	Iteration 16Q: 3 clusters Score -1.088438e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -10884929.000000 Penalty: 5627.485352
	Iteration 17Q: 3 clusters Score -1.088493e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -10885586.000000 Penalty: 5627.485352
	Iteration 18Q: 3 clusters Score -1.088559e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -10886180.000000 Penalty: 5627.485352
	Iteration 19Q: 3 clusters Score -1.088618e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -10886766.000000 Penalty: 5627.485352
	Iteration 20F: 3 clusters Score -1.088677e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -10887334.000000 Penalty: 5627.485352
	Iteration 21Q: 3 clusters Score -1.088733e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -10887909.000000 Penalty: 5627.485352
	Iteration 22Q: 3 clusters Score -1.088791e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -10888460.000000 Penalty: 5627.485352
	Iteration 23Q: 3 clusters Score -1.088846e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -10889087.000000 Penalty: 5627.485352
	Iteration 24Q: 3 clusters Score -1.088909e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10889638.000000 Penalty: 5627.485352
	Iteration 25Q: 3 clusters Score -1.088964e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -10890137.000000 Penalty: 5627.485352
	Iteration 26Q: 3 clusters Score -1.089014e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -10890541.000000 Penalty: 5627.485352
	Iteration 27Q: 3 clusters Score -1.089054e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -10890987.000000 Penalty: 5627.485352
	Iteration 28Q: 3 clusters Score -1.089099e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -10891380.000000 Penalty: 5627.485352
	Iteration 29Q: 3 clusters Score -1.089138e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -10891736.000000 Penalty: 5627.485352
	Iteration 30Q: 3 clusters Score -1.089174e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -10892007.000000 Penalty: 5627.485352
	Iteration 31Q: 3 clusters Score -1.089201e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -10892276.000000 Penalty: 5627.485352
	Iteration 32Q: 3 clusters Score -1.089228e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -10892516.000000 Penalty: 5627.485352
	Iteration 33Q: 3 clusters Score -1.089252e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -10892794.000000 Penalty: 5627.485352
	Iteration 34Q: 3 clusters Score -1.089279e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -10892935.000000 Penalty: 5627.485352
	Iteration 35Q: 3 clusters Score -1.089294e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -10893028.000000 Penalty: 5627.485352
	Iteration 36Q: 3 clusters Score -1.089303e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -10893134.000000 Penalty: 5627.485352
	Iteration 37Q: 3 clusters Score -1.089313e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10893207.000000 Penalty: 5627.485352
	Iteration 38Q: 3 clusters Score -1.089321e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -10893217.000000 Penalty: 5627.485352
	Iteration 39Q: 3 clusters Score -1.089322e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -10893297.000000 Penalty: 5627.485352
	Iteration 40F: 3 clusters Score -1.08933e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -10893317.000000 Penalty: 5627.485352
	Iteration 41Q: 3 clusters Score -1.089332e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -10893346.000000 Penalty: 5627.485352
	Iteration 42Q: 3 clusters Score -1.089335e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -10893372.000000 Penalty: 5627.485352
	Iteration 43Q: 3 clusters Score -1.089337e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -10893397.000000 Penalty: 5627.485352
	Iteration 44Q: 3 clusters Score -1.08934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -10893415.000000 Penalty: 5627.485352
	Iteration 45Q: 3 clusters Score -1.089342e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -10893430.000000 Penalty: 5627.485352
	Iteration 46Q: 3 clusters Score -1.089343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -10893464.000000 Penalty: 5627.485352
	Iteration 47Q: 3 clusters Score -1.089346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10893469.000000 Penalty: 5627.485352
	Iteration 48Q: 3 clusters Score -1.089347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -10893474.000000 Penalty: 5627.485352
	Iteration 49Q: 3 clusters Score -1.089347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -10893494.000000 Penalty: 5627.485352
	Iteration 50Q: 3 clusters Score -1.089349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10893493.000000 Penalty: 5627.485352
	Iteration 51Q: 3 clusters Score -1.089349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -10893496.000000 Penalty: 5627.485352
	Iteration 52Q: 3 clusters Score -1.08935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -10893512.000000 Penalty: 5627.485352
	Iteration 53Q: 3 clusters Score -1.089351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -10893525.000000 Penalty: 5627.485352
	Iteration 54Q: 3 clusters Score -1.089352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -10893536.000000 Penalty: 5627.485352
	Iteration 55Q: 3 clusters Score -1.089354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -10893532.000000 Penalty: 5627.485352
	Iteration 56Q: 3 clusters Score -1.089353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -10893532.000000 Penalty: 5627.485352
	Iteration 57Q: 3 clusters Score -1.089353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -10893531.000000 Penalty: 5627.485352
	Iteration 58Q: 3 clusters Score -1.089353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -10893537.000000 Penalty: 5627.485352
	Iteration 59Q: 3 clusters Score -1.089354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10893554.000000 Penalty: 5627.485352
	Iteration 60F: 3 clusters Score -1.089355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -10893554.000000 Penalty: 5627.485352
	Iteration 61Q: 3 clusters Score -1.089355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -10893551.000000 Penalty: 5627.485352
	Iteration 62Q: 3 clusters Score -1.089355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -10893566.000000 Penalty: 5627.485352
	Iteration 63Q: 3 clusters Score -1.089357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -10893562.000000 Penalty: 5627.485352
	Iteration 64Q: 3 clusters Score -1.089356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -10893568.000000 Penalty: 5627.485352
	Iteration 65Q: 3 clusters Score -1.089357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -10893570.000000 Penalty: 5627.485352
	Iteration 66Q: 3 clusters Score -1.089357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10893582.000000 Penalty: 5627.485352
	Iteration 67Q: 3 clusters Score -1.089358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -10893595.000000 Penalty: 5627.485352
	Iteration 68Q: 3 clusters Score -1.08936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -10893583.000000 Penalty: 5627.485352
	Iteration 69Q: 3 clusters Score -1.089358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -10893587.000000 Penalty: 5627.485352
	Iteration 70Q: 3 clusters Score -1.089359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -10893591.000000 Penalty: 5627.485352
	Iteration 71Q: 3 clusters Score -1.089359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -10893591.000000 Penalty: 5627.485352
	Iteration 72Q: 3 clusters Score -1.089359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10893602.000000 Penalty: 5627.485352
	Iteration 73Q: 3 clusters Score -1.08936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -10893607.000000 Penalty: 5627.485352
	Iteration 74Q: 3 clusters Score -1.089361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -10893600.000000 Penalty: 5627.485352
	Iteration 75Q: 3 clusters Score -1.08936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -10893595.000000 Penalty: 5627.485352
	Iteration 76Q: 3 clusters Score -1.08936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -10893591.000000 Penalty: 5627.485352
	Iteration 77Q: 3 clusters Score -1.089359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10893590.000000 Penalty: 5627.485352
	Iteration 78Q: 3 clusters Score -1.089359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10893591.000000 Penalty: 5627.485352
	Iteration 79Q: 3 clusters Score -1.089359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -10893594.000000 Penalty: 5627.485352
	Iteration 80F: 3 clusters Score -1.089359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10893596.000000 Penalty: 5627.485352
	Iteration 81Q: 3 clusters Score -1.08936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10893590.000000 Penalty: 5627.485352
	Iteration 82Q: 3 clusters Score -1.089359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -10893595.000000 Penalty: 5627.485352
	Iteration 83Q: 3 clusters Score -1.08936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10893596.000000 Penalty: 5627.485352
	Iteration 84Q: 3 clusters Score -1.08936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10893596.000000 Penalty: 5627.485352
	Iteration 85F: 3 clusters Score -1.08936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -470919.000000 Penalty: 2026.836914
	Iteration 0F: 2 clusters Score -470919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -467312.125000 Penalty: 4053.673828
	Iteration 0F: 3 clusters Score -467312.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -468057.125000 Penalty: 4053.673828
	Iteration 1F: 3 clusters Score -468057.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -468224.000000 Penalty: 4053.673828
	Iteration 2F: 3 clusters Score -468224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -468313.906250 Penalty: 4053.673828
	Iteration 3Q: 3 clusters Score -468313.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -468363.000000 Penalty: 4053.673828
	Iteration 4Q: 3 clusters Score -468363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -468401.406250 Penalty: 4053.673828
	Iteration 5Q: 3 clusters Score -468401.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -468430.062500 Penalty: 4053.673828
	Iteration 6Q: 3 clusters Score -468430.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -468454.562500 Penalty: 4053.673828
	Iteration 7Q: 3 clusters Score -468454.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -468474.218750 Penalty: 4053.673828
	Iteration 8Q: 3 clusters Score -468474.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -468491.781250 Penalty: 4053.673828
	Iteration 9Q: 3 clusters Score -468491.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -468507.750000 Penalty: 4053.673828
	Iteration 10Q: 3 clusters Score -468507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -468519.031250 Penalty: 4053.673828
	Iteration 11Q: 3 clusters Score -468519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -468529.343750 Penalty: 4053.673828
	Iteration 12Q: 3 clusters Score -468529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -468536.093750 Penalty: 4053.673828
	Iteration 13Q: 3 clusters Score -468536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -468541.875000 Penalty: 4053.673828
	Iteration 14Q: 3 clusters Score -468541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -468544.593750 Penalty: 4053.673828
	Iteration 15Q: 3 clusters Score -468544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -468547.156250 Penalty: 4053.673828
	Iteration 16Q: 3 clusters Score -468547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -468549.718750 Penalty: 4053.673828
	Iteration 17Q: 3 clusters Score -468549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -468552.312500 Penalty: 4053.673828
	Iteration 18Q: 3 clusters Score -468552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -468553.343750 Penalty: 4053.673828
	Iteration 19Q: 3 clusters Score -468553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -468553.875000 Penalty: 4053.673828
	Iteration 20F: 3 clusters Score -468553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -468554.687500 Penalty: 4053.673828
	Iteration 21Q: 3 clusters Score -468554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -468556.843750 Penalty: 4053.673828
	Iteration 22Q: 3 clusters Score -468556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -468559.500000 Penalty: 4053.673828
	Iteration 23Q: 3 clusters Score -468559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -468562.468750 Penalty: 4053.673828
	Iteration 24Q: 3 clusters Score -468562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -468564.625000 Penalty: 4053.673828
	Iteration 25Q: 3 clusters Score -468564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -468566.125000 Penalty: 4053.673828
	Iteration 26Q: 3 clusters Score -468566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -468568.156250 Penalty: 4053.673828
	Iteration 27Q: 3 clusters Score -468568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -468571.312500 Penalty: 4053.673828
	Iteration 28Q: 3 clusters Score -468571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -468575.031250 Penalty: 4053.673828
	Iteration 29Q: 3 clusters Score -468575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -468579.875000 Penalty: 4053.673828
	Iteration 30Q: 3 clusters Score -468579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -468583.281250 Penalty: 4053.673828
	Iteration 31Q: 3 clusters Score -468583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -468587.500000 Penalty: 4053.673828
	Iteration 32Q: 3 clusters Score -468587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -468591.406250 Penalty: 4053.673828
	Iteration 33Q: 3 clusters Score -468591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -468597.750000 Penalty: 4053.673828
	Iteration 34Q: 3 clusters Score -468597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -468600.031250 Penalty: 4053.673828
	Iteration 35Q: 3 clusters Score -468600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -468603.156250 Penalty: 4053.673828
	Iteration 36Q: 3 clusters Score -468603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -468606.375000 Penalty: 4053.673828
	Iteration 37Q: 3 clusters Score -468606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -468608.625000 Penalty: 4053.673828
	Iteration 38Q: 3 clusters Score -468608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -468609.875000 Penalty: 4053.673828
	Iteration 39Q: 3 clusters Score -468609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -468609.875000 Penalty: 4053.673828
	Iteration 40F: 3 clusters Score -468609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -348223.750000 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -348223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -345064.875000 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -345064.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -345652.406250 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -345652.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -345821.625000 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -345821.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -345909.125000 Penalty: 3927.459473
	Iteration 3Q: 3 clusters Score -345909.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -345959.937500 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -345959.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -345991.937500 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -345991.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -346007.281250 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -346007.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -346020.812500 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -346020.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -346028.687500 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -346028.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -346037.843750 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -346037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -346048.468750 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -346048.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346065.343750 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -346065.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346078.250000 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -346078.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -346092.875000 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -346092.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -346103.812500 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -346103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -346116.250000 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -346116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346123.218750 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -346123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -346128.937500 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -346128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -346137.781250 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -346137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -346142.281250 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -346142.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -346148.593750 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -346148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -346153.562500 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -346153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -346157.718750 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -346157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -346160.875000 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -346160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -346164.812500 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -346164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -346167.625000 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -346167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -346171.531250 Penalty: 3927.459473
	Iteration 26Q: 3 clusters Score -346171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -346175.500000 Penalty: 3927.459473
	Iteration 27Q: 3 clusters Score -346175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -346177.187500 Penalty: 3927.459473
	Iteration 28Q: 3 clusters Score -346177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -346179.906250 Penalty: 3927.459473
	Iteration 29Q: 3 clusters Score -346179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -346181.562500 Penalty: 3927.459473
	Iteration 30Q: 3 clusters Score -346181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -346184.250000 Penalty: 3927.459473
	Iteration 31Q: 3 clusters Score -346184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -346185.937500 Penalty: 3927.459473
	Iteration 32Q: 3 clusters Score -346185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -346189.031250 Penalty: 3927.459473
	Iteration 33Q: 3 clusters Score -346189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346195.125000 Penalty: 3927.459473
	Iteration 34Q: 3 clusters Score -346195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -346196.531250 Penalty: 3927.459473
	Iteration 35Q: 3 clusters Score -346196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346197.687500 Penalty: 3927.459473
	Iteration 36Q: 3 clusters Score -346197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346198.437500 Penalty: 3927.459473
	Iteration 37Q: 3 clusters Score -346198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346198.375000 Penalty: 3927.459473
	Iteration 38Q: 3 clusters Score -346198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346198.937500 Penalty: 3927.459473
	Iteration 39Q: 3 clusters Score -346198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -346199.343750 Penalty: 3927.459473
	Iteration 40F: 3 clusters Score -346199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346200.312500 Penalty: 3927.459473
	Iteration 41Q: 3 clusters Score -346200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346201.000000 Penalty: 3927.459473
	Iteration 42Q: 3 clusters Score -346201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -346202.187500 Penalty: 3927.459473
	Iteration 43Q: 3 clusters Score -346202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -346203.500000 Penalty: 3927.459473
	Iteration 44Q: 3 clusters Score -346203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -346202.250000 Penalty: 3927.459473
	Iteration 45Q: 3 clusters Score -346202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -346202.250000 Penalty: 3927.459473
	Iteration 46F: 3 clusters Score -346202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -110723.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -110723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108832.093750 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -108832.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109077.796875 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -109077.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109159.015625 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -109159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109251.835938 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -109251.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -109326.570312 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -109326.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109353.718750 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -109353.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109375.242188 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -109375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -109387.296875 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -109387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109395.578125 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -109395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109398.453125 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -109398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109405.578125 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -109405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109408.992188 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -109409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109409.656250 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -109409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109409.656250 Penalty: 3382.728027
	Iteration 13F: 3 clusters Score -109409.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Entering Unmasked Estep 
Score: -4351708.500000 Penalty: 2584.016113
	Iteration 0F: 2 clusters Score -4351708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4328942.000000 Penalty: 5168.032227
	Iteration 0F: 3 clusters Score -4328942 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4337383.000000 Penalty: 5168.032227
	Iteration 1F: 3 clusters Score -4337383 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4337990.000000 Penalty: 5168.032227
	Iteration 2Q: 3 clusters Score -4337990 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4338598.000000 Penalty: 5168.032227
	Iteration 3Q: 3 clusters Score -4338598 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4339301.500000 Penalty: 5168.032227
	Iteration 4Q: 3 clusters Score -4339302 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4340204.000000 Penalty: 5168.032227
	Iteration 5F: 3 clusters Score -4340204 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4341414.500000 Penalty: 5168.032227
	Iteration 6F: 3 clusters Score -4341414 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4342928.500000 Penalty: 5168.032227
	Iteration 7F: 3 clusters Score -4342928 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4344602.000000 Penalty: 5168.032227
	Iteration 8F: 3 clusters Score -4344602 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4346044.500000 Penalty: 5168.032227
	Iteration 9F: 3 clusters Score -4346044 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4346996.000000 Penalty: 5168.032227
	Iteration 10Q: 3 clusters Score -4346996 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4347473.000000 Penalty: 5168.032227
	Iteration 11Q: 3 clusters Score -4347473 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4347735.000000 Penalty: 5168.032227
	Iteration 12Q: 3 clusters Score -4347735 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -4347980.500000 Penalty: 5168.032227
	Iteration 13Q: 3 clusters Score -4347980 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4348167.000000 Penalty: 5168.032227
	Iteration 14Q: 3 clusters Score -4348167 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4348278.000000 Penalty: 5168.032227
	Iteration 15Q: 3 clusters Score -4348278 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4348363.000000 Penalty: 5168.032227
	Iteration 16Q: 3 clusters Score -4348363 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4348438.000000 Penalty: 5168.032227
	Iteration 17Q: 3 clusters Score -4348438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4348517.000000 Penalty: 5168.032227
	Iteration 18Q: 3 clusters Score -4348517 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4348559.000000 Penalty: 5168.032227
	Iteration 19Q: 3 clusters Score -4348559 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4348634.500000 Penalty: 5168.032227
	Iteration 20F: 3 clusters Score -4348634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4348696.500000 Penalty: 5168.032227
	Iteration 21Q: 3 clusters Score -4348696 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4348773.000000 Penalty: 5168.032227
	Iteration 22Q: 3 clusters Score -4348773 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -4348818.500000 Penalty: 5168.032227
	Iteration 23Q: 3 clusters Score -4348818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4348858.000000 Penalty: 5168.032227
	Iteration 24Q: 3 clusters Score -4348858 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4348898.000000 Penalty: 5168.032227
	Iteration 25Q: 3 clusters Score -4348898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4348916.000000 Penalty: 5168.032227
	Iteration 26Q: 3 clusters Score -4348916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4348940.500000 Penalty: 5168.032227
	Iteration 27Q: 3 clusters Score -4348940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -4348981.000000 Penalty: 5168.032227
	Iteration 28Q: 3 clusters Score -4348981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4349004.000000 Penalty: 5168.032227
	Iteration 29Q: 3 clusters Score -4349004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4349031.000000 Penalty: 5168.032227
	Iteration 30Q: 3 clusters Score -4349031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4349054.000000 Penalty: 5168.032227
	Iteration 31Q: 3 clusters Score -4349054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4349070.000000 Penalty: 5168.032227
	Iteration 32Q: 3 clusters Score -4349070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4349083.000000 Penalty: 5168.032227
	Iteration 33Q: 3 clusters Score -4349083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4349111.000000 Penalty: 5168.032227
	Iteration 34Q: 3 clusters Score -4349111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4349132.000000 Penalty: 5168.032227
	Iteration 35Q: 3 clusters Score -4349132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4349174.500000 Penalty: 5168.032227
	Iteration 36Q: 3 clusters Score -4349174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4349187.500000 Penalty: 5168.032227
	Iteration 37Q: 3 clusters Score -4349188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4349212.000000 Penalty: 5168.032227
	Iteration 38Q: 3 clusters Score -4349212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4349220.500000 Penalty: 5168.032227
	Iteration 39Q: 3 clusters Score -4349220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -4349243.500000 Penalty: 5168.032227
	Iteration 40F: 3 clusters Score -4349244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4349252.500000 Penalty: 5168.032227
	Iteration 41Q: 3 clusters Score -4349252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4349270.500000 Penalty: 5168.032227
	Iteration 42Q: 3 clusters Score -4349270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4349302.000000 Penalty: 5168.032227
	Iteration 43Q: 3 clusters Score -4349302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4349320.000000 Penalty: 5168.032227
	Iteration 44Q: 3 clusters Score -4349320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4349350.000000 Penalty: 5168.032227
	Iteration 45Q: 3 clusters Score -4349350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4349365.500000 Penalty: 5168.032227
	Iteration 46Q: 3 clusters Score -4349366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4349377.000000 Penalty: 5168.032227
	Iteration 47Q: 3 clusters Score -4349377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4349400.500000 Penalty: 5168.032227
	Iteration 48Q: 3 clusters Score -4349400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4349430.000000 Penalty: 5168.032227
	Iteration 49Q: 3 clusters Score -4349430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4349443.500000 Penalty: 5168.032227
	Iteration 50Q: 3 clusters Score -4349444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4349460.500000 Penalty: 5168.032227
	Iteration 51Q: 3 clusters Score -4349460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4349468.000000 Penalty: 5168.032227
	Iteration 52Q: 3 clusters Score -4349468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4349486.000000 Penalty: 5168.032227
	Iteration 53Q: 3 clusters Score -4349486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4349495.500000 Penalty: 5168.032227
	Iteration 54Q: 3 clusters Score -4349496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4349495.500000 Penalty: 5168.032227
	Iteration 55Q: 3 clusters Score -4349496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4349502.500000 Penalty: 5168.032227
	Iteration 56Q: 3 clusters Score -4349502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4349515.000000 Penalty: 5168.032227
	Iteration 57Q: 3 clusters Score -4349515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4349519.500000 Penalty: 5168.032227
	Iteration 58Q: 3 clusters Score -4349520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4349527.000000 Penalty: 5168.032227
	Iteration 59Q: 3 clusters Score -4349527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4349535.500000 Penalty: 5168.032227
	Iteration 60F: 3 clusters Score -4349536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4349537.500000 Penalty: 5168.032227
	Iteration 61Q: 3 clusters Score -4349538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4349544.000000 Penalty: 5168.032227
	Iteration 62Q: 3 clusters Score -4349544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4349542.500000 Penalty: 5168.032227
	Iteration 63Q: 3 clusters Score -4349542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4349542.000000 Penalty: 5168.032227
	Iteration 64Q: 3 clusters Score -4349542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4349546.000000 Penalty: 5168.032227
	Iteration 65Q: 3 clusters Score -4349546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4349549.500000 Penalty: 5168.032227
	Iteration 66Q: 3 clusters Score -4349550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4349548.000000 Penalty: 5168.032227
	Iteration 67Q: 3 clusters Score -4349548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4349541.500000 Penalty: 5168.032227
	Iteration 68Q: 3 clusters Score -4349542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4349541.000000 Penalty: 5168.032227
	Iteration 69Q: 3 clusters Score -4349541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4349540.500000 Penalty: 5168.032227
	Iteration 70Q: 3 clusters Score -4349540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4349540.500000 Penalty: 5168.032227
	Iteration 71F: 3 clusters Score -4349540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -284420.656250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -284420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -281580.687500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -281580.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -282089.125000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -282089.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -282216.593750 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -282216.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -282284.781250 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -282284.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -282333.937500 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -282333.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -282373.656250 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -282373.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -282410.593750 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -282410.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -282435.500000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -282435.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -282461.062500 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -282461.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -282487.843750 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -282487.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -282503.906250 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -282503.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -282518.468750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -282518.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -282530.500000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -282530.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282548.968750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -282549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282562.437500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -282562.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -282571.250000 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -282571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -282580.250000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -282580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282585.343750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -282585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282588.125000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -282588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -282589.156250 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -282589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -282591.812500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -282591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282593.875000 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -282593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282593.875000 Penalty: 3849.614258
	Iteration 22F: 3 clusters Score -282593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Entering Unmasked Estep 
Score: -6212716.500000 Penalty: 2682.330811
	Iteration 0F: 2 clusters Score -6212716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -6179226.000000 Penalty: 5364.661621
	Iteration 0F: 3 clusters Score -6179226 nChanged 23067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6192102.500000 Penalty: 5364.661621
	Iteration 1F: 3 clusters Score -6192102 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6192619.500000 Penalty: 5364.661621
	Iteration 2Q: 3 clusters Score -6192620 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6193098.000000 Penalty: 5364.661621
	Iteration 3Q: 3 clusters Score -6193098 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6193664.000000 Penalty: 5364.661621
	Iteration 4Q: 3 clusters Score -6193664 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6194404.000000 Penalty: 5364.661621
	Iteration 5Q: 3 clusters Score -6194404 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6195320.000000 Penalty: 5364.661621
	Iteration 6Q: 3 clusters Score -6195320 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6196412.000000 Penalty: 5364.661621
	Iteration 7Q: 3 clusters Score -6196412 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -6197792.500000 Penalty: 5364.661621
	Iteration 8Q: 3 clusters Score -6197792 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6199384.500000 Penalty: 5364.661621
	Iteration 9Q: 3 clusters Score -6199384 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -6201215.500000 Penalty: 5364.661621
	Iteration 10F: 3 clusters Score -6201216 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -6203311.500000 Penalty: 5364.661621
	Iteration 11F: 3 clusters Score -6203312 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -6205332.500000 Penalty: 5364.661621
	Iteration 12F: 3 clusters Score -6205332 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6207111.000000 Penalty: 5364.661621
	Iteration 13Q: 3 clusters Score -6207111 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -6208395.000000 Penalty: 5364.661621
	Iteration 14Q: 3 clusters Score -6208395 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -6209243.000000 Penalty: 5364.661621
	Iteration 15Q: 3 clusters Score -6209243 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6209722.000000 Penalty: 5364.661621
	Iteration 16Q: 3 clusters Score -6209722 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -6209954.000000 Penalty: 5364.661621
	Iteration 17Q: 3 clusters Score -6209954 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6210108.500000 Penalty: 5364.661621
	Iteration 18Q: 3 clusters Score -6210108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6210199.000000 Penalty: 5364.661621
	Iteration 19Q: 3 clusters Score -6210199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6210246.000000 Penalty: 5364.661621
	Iteration 20F: 3 clusters Score -6210246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6210293.000000 Penalty: 5364.661621
	Iteration 21Q: 3 clusters Score -6210293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6210337.500000 Penalty: 5364.661621
	Iteration 22Q: 3 clusters Score -6210338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -6210347.000000 Penalty: 5364.661621
	Iteration 23Q: 3 clusters Score -6210347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6210364.000000 Penalty: 5364.661621
	Iteration 24Q: 3 clusters Score -6210364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -6210372.000000 Penalty: 5364.661621
	Iteration 25Q: 3 clusters Score -6210372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6210376.500000 Penalty: 5364.661621
	Iteration 26Q: 3 clusters Score -6210376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6210389.500000 Penalty: 5364.661621
	Iteration 27Q: 3 clusters Score -6210390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6210389.500000 Penalty: 5364.661621
	Iteration 28Q: 3 clusters Score -6210390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -6210399.000000 Penalty: 5364.661621
	Iteration 29Q: 3 clusters Score -6210399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6210401.000000 Penalty: 5364.661621
	Iteration 30Q: 3 clusters Score -6210401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -6210403.500000 Penalty: 5364.661621
	Iteration 31Q: 3 clusters Score -6210404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6210405.500000 Penalty: 5364.661621
	Iteration 32Q: 3 clusters Score -6210406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6210409.000000 Penalty: 5364.661621
	Iteration 33Q: 3 clusters Score -6210409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6210412.000000 Penalty: 5364.661621
	Iteration 34Q: 3 clusters Score -6210412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6210412.000000 Penalty: 5364.661621
	Iteration 35F: 3 clusters Score -6210412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Entering Unmasked Estep 
Score: -2168986.000000 Penalty: 2411.923096
	Iteration 0F: 2 clusters Score -2168986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2156934.500000 Penalty: 4823.846191
	Iteration 0F: 3 clusters Score -2156934 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2160796.250000 Penalty: 4823.846191
	Iteration 1F: 3 clusters Score -2160796 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2161145.250000 Penalty: 4823.846191
	Iteration 2F: 3 clusters Score -2161145 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2161405.500000 Penalty: 4823.846191
	Iteration 3Q: 3 clusters Score -2161406 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2161606.250000 Penalty: 4823.846191
	Iteration 4Q: 3 clusters Score -2161606 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2161794.000000 Penalty: 4823.846191
	Iteration 5Q: 3 clusters Score -2161794 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2161973.500000 Penalty: 4823.846191
	Iteration 6Q: 3 clusters Score -2161974 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2162145.250000 Penalty: 4823.846191
	Iteration 7Q: 3 clusters Score -2162145 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2162314.000000 Penalty: 4823.846191
	Iteration 8Q: 3 clusters Score -2162314 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2162513.750000 Penalty: 4823.846191
	Iteration 9Q: 3 clusters Score -2162514 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2162798.000000 Penalty: 4823.846191
	Iteration 10Q: 3 clusters Score -2162798 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2163192.750000 Penalty: 4823.846191
	Iteration 11Q: 3 clusters Score -2163193 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2163727.250000 Penalty: 4823.846191
	Iteration 12F: 3 clusters Score -2163727 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2164410.000000 Penalty: 4823.846191
	Iteration 13F: 3 clusters Score -2164410 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2165185.500000 Penalty: 4823.846191
	Iteration 14F: 3 clusters Score -2165186 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2165899.500000 Penalty: 4823.846191
	Iteration 15F: 3 clusters Score -2165900 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2166431.000000 Penalty: 4823.846191
	Iteration 16Q: 3 clusters Score -2166431 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2166808.750000 Penalty: 4823.846191
	Iteration 17Q: 3 clusters Score -2166809 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2167098.500000 Penalty: 4823.846191
	Iteration 18Q: 3 clusters Score -2167098 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2167261.000000 Penalty: 4823.846191
	Iteration 19Q: 3 clusters Score -2167261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2167337.750000 Penalty: 4823.846191
	Iteration 20F: 3 clusters Score -2167338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2167388.250000 Penalty: 4823.846191
	Iteration 21Q: 3 clusters Score -2167388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2167422.000000 Penalty: 4823.846191
	Iteration 22Q: 3 clusters Score -2167422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2167448.000000 Penalty: 4823.846191
	Iteration 23Q: 3 clusters Score -2167448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2167467.000000 Penalty: 4823.846191
	Iteration 24Q: 3 clusters Score -2167467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2167477.500000 Penalty: 4823.846191
	Iteration 25Q: 3 clusters Score -2167478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2167485.750000 Penalty: 4823.846191
	Iteration 26Q: 3 clusters Score -2167486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2167489.500000 Penalty: 4823.846191
	Iteration 27Q: 3 clusters Score -2167490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2167491.000000 Penalty: 4823.846191
	Iteration 28Q: 3 clusters Score -2167491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2167492.750000 Penalty: 4823.846191
	Iteration 29Q: 3 clusters Score -2167493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2167496.500000 Penalty: 4823.846191
	Iteration 30Q: 3 clusters Score -2167496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2167498.250000 Penalty: 4823.846191
	Iteration 31Q: 3 clusters Score -2167498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2167498.000000 Penalty: 4823.846191
	Iteration 32Q: 3 clusters Score -2167498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2167499.750000 Penalty: 4823.846191
	Iteration 33Q: 3 clusters Score -2167500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2167502.500000 Penalty: 4823.846191
	Iteration 34Q: 3 clusters Score -2167502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2167504.500000 Penalty: 4823.846191
	Iteration 35Q: 3 clusters Score -2167504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2167503.500000 Penalty: 4823.846191
	Iteration 36Q: 3 clusters Score -2167504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2167506.750000 Penalty: 4823.846191
	Iteration 37Q: 3 clusters Score -2167507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2167506.750000 Penalty: 4823.846191
	Iteration 38Q: 3 clusters Score -2167507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2167505.250000 Penalty: 4823.846191
	Iteration 39Q: 3 clusters Score -2167505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2167509.500000 Penalty: 4823.846191
	Iteration 40F: 3 clusters Score -2167510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2167511.250000 Penalty: 4823.846191
	Iteration 41Q: 3 clusters Score -2167511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2167511.000000 Penalty: 4823.846191
	Iteration 42Q: 3 clusters Score -2167511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2167511.000000 Penalty: 4823.846191
	Iteration 43F: 3 clusters Score -2167511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -175167.765625 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -175167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172956.390625 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -172956.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173444.468750 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -173444.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173634.453125 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -173634.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173780.281250 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -173780.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173938.703125 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -173938.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -174139.640625 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -174139.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -174335.859375 Penalty: 3613.271240
	Iteration 6F: 3 clusters Score -174335.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174475.671875 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -174475.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174596.578125 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -174596.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -174714.937500 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -174714.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174779.031250 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -174779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -174811.031250 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -174811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174829.218750 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -174829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -174833.859375 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -174833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174834.781250 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -174834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174835.562500 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -174835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174835.562500 Penalty: 3613.271240
	Iteration 16F: 3 clusters Score -174835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Entering Unmasked Estep 
Score: -6773595.000000 Penalty: 2695.187500
	Iteration 0F: 2 clusters Score -6773595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6738077.500000 Penalty: 5390.375000
	Iteration 0F: 3 clusters Score -6738078 nChanged 24466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6751625.500000 Penalty: 5390.375000
	Iteration 1F: 3 clusters Score -6751626 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -6752239.000000 Penalty: 5390.375000
	Iteration 2Q: 3 clusters Score -6752239 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -6752867.000000 Penalty: 5390.375000
	Iteration 3Q: 3 clusters Score -6752867 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -6753715.000000 Penalty: 5390.375000
	Iteration 4Q: 3 clusters Score -6753715 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6754913.500000 Penalty: 5390.375000
	Iteration 5Q: 3 clusters Score -6754914 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -6756481.500000 Penalty: 5390.375000
	Iteration 6Q: 3 clusters Score -6756482 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -6758501.500000 Penalty: 5390.375000
	Iteration 7F: 3 clusters Score -6758502 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6760907.500000 Penalty: 5390.375000
	Iteration 8F: 3 clusters Score -6760908 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -6763310.000000 Penalty: 5390.375000
	Iteration 9F: 3 clusters Score -6763310 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -6765534.500000 Penalty: 5390.375000
	Iteration 10F: 3 clusters Score -6765534 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -6767378.500000 Penalty: 5390.375000
	Iteration 11Q: 3 clusters Score -6767378 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6768716.000000 Penalty: 5390.375000
	Iteration 12Q: 3 clusters Score -6768716 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6769601.500000 Penalty: 5390.375000
	Iteration 13Q: 3 clusters Score -6769602 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6770186.500000 Penalty: 5390.375000
	Iteration 14Q: 3 clusters Score -6770186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6770554.500000 Penalty: 5390.375000
	Iteration 15Q: 3 clusters Score -6770554 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6770836.500000 Penalty: 5390.375000
	Iteration 16Q: 3 clusters Score -6770836 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6771009.000000 Penalty: 5390.375000
	Iteration 17Q: 3 clusters Score -6771009 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6771123.500000 Penalty: 5390.375000
	Iteration 18Q: 3 clusters Score -6771124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6771196.000000 Penalty: 5390.375000
	Iteration 19Q: 3 clusters Score -6771196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6771231.000000 Penalty: 5390.375000
	Iteration 20F: 3 clusters Score -6771231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6771246.500000 Penalty: 5390.375000
	Iteration 21Q: 3 clusters Score -6771246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6771275.500000 Penalty: 5390.375000
	Iteration 22Q: 3 clusters Score -6771276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6771302.000000 Penalty: 5390.375000
	Iteration 23Q: 3 clusters Score -6771302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6771309.500000 Penalty: 5390.375000
	Iteration 24Q: 3 clusters Score -6771310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6771320.500000 Penalty: 5390.375000
	Iteration 25Q: 3 clusters Score -6771320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6771329.000000 Penalty: 5390.375000
	Iteration 26Q: 3 clusters Score -6771329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6771337.000000 Penalty: 5390.375000
	Iteration 27Q: 3 clusters Score -6771337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6771340.500000 Penalty: 5390.375000
	Iteration 28Q: 3 clusters Score -6771340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6771338.500000 Penalty: 5390.375000
	Iteration 29Q: 3 clusters Score -6771338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6771339.000000 Penalty: 5390.375000
	Iteration 30Q: 3 clusters Score -6771339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6771339.000000 Penalty: 5390.375000
	Iteration 31F: 3 clusters Score -6771339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -336290.625000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -336290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -333229.375000 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -333229.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -334015.500000 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -334015.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334456.562500 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -334456.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -334869.125000 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -334869.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -335328.875000 Penalty: 3923.653076
	Iteration 4F: 3 clusters Score -335328.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -335831.937500 Penalty: 3923.653076
	Iteration 5F: 3 clusters Score -335831.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -336225.218750 Penalty: 3923.653076
	Iteration 6F: 3 clusters Score -336225.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -336391.437500 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -336391.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -336432.531250 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -336432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -336440.406250 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -336440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -336440.968750 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -336441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -336441.531250 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -336441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -336441.531250 Penalty: 3923.653076
	Iteration 12F: 3 clusters Score -336441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52454 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 237333 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187868 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 199608 members 
Mstep: Class 21 contains 11655 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 12575 members 
Entering Unmasked Estep 
Score: -116055944.000000 Penalty: 74949.453125
Splitting cluster 11 changes total score from -116057400.000000 to -116055944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (237333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237333 members 
Entering Unmasked Estep 
Score: -30343634.000000 Penalty: 3069.550293
	Iteration 0F: 2 clusters Score -3.034363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -30244396.000000 Penalty: 6139.100586
	Iteration 0F: 3 clusters Score -3.02444e+07 nChanged 115187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -30312422.000000 Penalty: 6139.100586
	Iteration 1F: 3 clusters Score -3.031242e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 120817 members 
Entering Unmasked Estep 
Score: -30313476.000000 Penalty: 6139.100586
	Iteration 2Q: 3 clusters Score -3.031348e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -30314900.000000 Penalty: 6139.100586
	Iteration 3Q: 3 clusters Score -3.03149e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -30316644.000000 Penalty: 6139.100586
	Iteration 4Q: 3 clusters Score -3.031664e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -30319008.000000 Penalty: 6139.100586
	Iteration 5Q: 3 clusters Score -3.031901e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 132640 members 
Entering Unmasked Estep 
Score: -30322280.000000 Penalty: 6139.100586
	Iteration 6Q: 3 clusters Score -3.032228e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -30326542.000000 Penalty: 6139.100586
	Iteration 7Q: 3 clusters Score -3.032654e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -30331872.000000 Penalty: 6139.100586
	Iteration 8Q: 3 clusters Score -3.033187e+07 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -30337802.000000 Penalty: 6139.100586
	Iteration 9F: 3 clusters Score -3.03378e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -30342908.000000 Penalty: 6139.100586
	Iteration 10F: 3 clusters Score -3.034291e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -30343982.000000 Penalty: 6139.100586
	Iteration 11F: 3 clusters Score -3.034398e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 200731 members 
Entering Unmasked Estep 
Score: -30343656.000000 Penalty: 6139.100586
	Iteration 12Q: 3 clusters Score -3.034366e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 208664 members 
Entering Unmasked Estep 
Score: -30342998.000000 Penalty: 6139.100586
	Iteration 13Q: 3 clusters Score -3.0343e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -30342188.000000 Penalty: 6139.100586
	Iteration 14Q: 3 clusters Score -3.034219e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 219328 members 
Entering Unmasked Estep 
Score: -30341834.000000 Penalty: 6139.100586
	Iteration 15Q: 3 clusters Score -3.034183e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 223063 members 
Entering Unmasked Estep 
Score: -30341654.000000 Penalty: 6139.100586
	Iteration 16Q: 3 clusters Score -3.034165e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 226049 members 
Entering Unmasked Estep 
Score: -30341548.000000 Penalty: 6139.100586
	Iteration 17Q: 3 clusters Score -3.034155e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 228404 members 
Entering Unmasked Estep 
Score: -30341474.000000 Penalty: 6139.100586
	Iteration 18Q: 3 clusters Score -3.034147e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 230219 members 
Entering Unmasked Estep 
Score: -30341596.000000 Penalty: 6139.100586
	Iteration 19Q: 3 clusters Score -3.03416e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 231629 members 
Entering Unmasked Estep 
Score: -30341626.000000 Penalty: 6139.100586
	Iteration 20F: 3 clusters Score -3.034163e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 232627 members 
Entering Unmasked Estep 
Score: -30341710.000000 Penalty: 6139.100586
	Iteration 21Q: 3 clusters Score -3.034171e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 233378 members 
Entering Unmasked Estep 
Score: -30341696.000000 Penalty: 6139.100586
	Iteration 22Q: 3 clusters Score -3.03417e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -30341720.000000 Penalty: 6139.100586
	Iteration 23Q: 3 clusters Score -3.034172e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 234326 members 
Entering Unmasked Estep 
Score: -30341712.000000 Penalty: 6139.100586
	Iteration 24Q: 3 clusters Score -3.034171e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 234614 members 
Entering Unmasked Estep 
Score: -30341716.000000 Penalty: 6139.100586
	Iteration 25Q: 3 clusters Score -3.034172e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 234848 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6139.100586
	Iteration 26Q: 3 clusters Score -3.034175e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 235031 members 
Entering Unmasked Estep 
Score: -30341738.000000 Penalty: 6139.100586
	Iteration 27Q: 3 clusters Score -3.034174e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 235164 members 
Entering Unmasked Estep 
Score: -30341746.000000 Penalty: 6139.100586
	Iteration 28Q: 3 clusters Score -3.034175e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 235256 members 
Entering Unmasked Estep 
Score: -30341744.000000 Penalty: 6139.100586
	Iteration 29Q: 3 clusters Score -3.034174e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 235352 members 
Entering Unmasked Estep 
Score: -30341746.000000 Penalty: 6139.100586
	Iteration 30Q: 3 clusters Score -3.034175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 235419 members 
Entering Unmasked Estep 
Score: -30341810.000000 Penalty: 6139.100586
	Iteration 31Q: 3 clusters Score -3.034181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 235466 members 
Entering Unmasked Estep 
Score: -30341806.000000 Penalty: 6139.100586
	Iteration 32Q: 3 clusters Score -3.034181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 235513 members 
Entering Unmasked Estep 
Score: -30341800.000000 Penalty: 6139.100586
	Iteration 33Q: 3 clusters Score -3.03418e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 235556 members 
Entering Unmasked Estep 
Score: -30341836.000000 Penalty: 6139.100586
	Iteration 34Q: 3 clusters Score -3.034184e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 235590 members 
Entering Unmasked Estep 
Score: -30341832.000000 Penalty: 6139.100586
	Iteration 35Q: 3 clusters Score -3.034183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 235631 members 
Entering Unmasked Estep 
Score: -30341854.000000 Penalty: 6139.100586
	Iteration 36Q: 3 clusters Score -3.034185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 235676 members 
Entering Unmasked Estep 
Score: -30341850.000000 Penalty: 6139.100586
	Iteration 37Q: 3 clusters Score -3.034185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 235707 members 
Entering Unmasked Estep 
Score: -30341850.000000 Penalty: 6139.100586
	Iteration 38Q: 3 clusters Score -3.034185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 235735 members 
Entering Unmasked Estep 
Score: -30341804.000000 Penalty: 6139.100586
	Iteration 39Q: 3 clusters Score -3.03418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 235766 members 
Entering Unmasked Estep 
Score: -30341820.000000 Penalty: 6139.100586
	Iteration 40F: 3 clusters Score -3.034182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 235792 members 
Entering Unmasked Estep 
Score: -30341808.000000 Penalty: 6139.100586
	Iteration 41Q: 3 clusters Score -3.034181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 235812 members 
Entering Unmasked Estep 
Score: -30341794.000000 Penalty: 6139.100586
	Iteration 42Q: 3 clusters Score -3.034179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 235827 members 
Entering Unmasked Estep 
Score: -30341802.000000 Penalty: 6139.100586
	Iteration 43Q: 3 clusters Score -3.03418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 235835 members 
Entering Unmasked Estep 
Score: -30341804.000000 Penalty: 6139.100586
	Iteration 44Q: 3 clusters Score -3.03418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 235840 members 
Entering Unmasked Estep 
Score: -30341812.000000 Penalty: 6139.100586
	Iteration 45Q: 3 clusters Score -3.034181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 235848 members 
Entering Unmasked Estep 
Score: -30341792.000000 Penalty: 6139.100586
	Iteration 46Q: 3 clusters Score -3.034179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 235857 members 
Entering Unmasked Estep 
Score: -30341780.000000 Penalty: 6139.100586
	Iteration 47Q: 3 clusters Score -3.034178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 235877 members 
Entering Unmasked Estep 
Score: -30341778.000000 Penalty: 6139.100586
	Iteration 48Q: 3 clusters Score -3.034178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 235889 members 
Entering Unmasked Estep 
Score: -30341772.000000 Penalty: 6139.100586
	Iteration 49Q: 3 clusters Score -3.034177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 235905 members 
Entering Unmasked Estep 
Score: -30341774.000000 Penalty: 6139.100586
	Iteration 50Q: 3 clusters Score -3.034177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 235918 members 
Entering Unmasked Estep 
Score: -30341764.000000 Penalty: 6139.100586
	Iteration 51Q: 3 clusters Score -3.034176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 235931 members 
Entering Unmasked Estep 
Score: -30341782.000000 Penalty: 6139.100586
	Iteration 52Q: 3 clusters Score -3.034178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 235943 members 
Entering Unmasked Estep 
Score: -30341784.000000 Penalty: 6139.100586
	Iteration 53Q: 3 clusters Score -3.034178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 235954 members 
Entering Unmasked Estep 
Score: -30341798.000000 Penalty: 6139.100586
	Iteration 54Q: 3 clusters Score -3.03418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 235964 members 
Entering Unmasked Estep 
Score: -30341774.000000 Penalty: 6139.100586
	Iteration 55Q: 3 clusters Score -3.034177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 235980 members 
Entering Unmasked Estep 
Score: -30341768.000000 Penalty: 6139.100586
	Iteration 56Q: 3 clusters Score -3.034177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 235995 members 
Entering Unmasked Estep 
Score: -30341760.000000 Penalty: 6139.100586
	Iteration 57Q: 3 clusters Score -3.034176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 236005 members 
Entering Unmasked Estep 
Score: -30341766.000000 Penalty: 6139.100586
	Iteration 58Q: 3 clusters Score -3.034177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 236013 members 
Entering Unmasked Estep 
Score: -30341764.000000 Penalty: 6139.100586
	Iteration 59Q: 3 clusters Score -3.034176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 236017 members 
Entering Unmasked Estep 
Score: -30341764.000000 Penalty: 6139.100586
	Iteration 60F: 3 clusters Score -3.034176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 236026 members 
Entering Unmasked Estep 
Score: -30341770.000000 Penalty: 6139.100586
	Iteration 61Q: 3 clusters Score -3.034177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 236027 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6139.100586
	Iteration 62Q: 3 clusters Score -3.034175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 236032 members 
Entering Unmasked Estep 
Score: -30341762.000000 Penalty: 6139.100586
	Iteration 63Q: 3 clusters Score -3.034176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 236035 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6139.100586
	Iteration 64Q: 3 clusters Score -3.034175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 236036 members 
Entering Unmasked Estep 
Score: -30341742.000000 Penalty: 6139.100586
	Iteration 65Q: 3 clusters Score -3.034174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 236037 members 
Entering Unmasked Estep 
Score: -30341742.000000 Penalty: 6139.100586
	Iteration 66Q: 3 clusters Score -3.034174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 236038 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6139.100586
	Iteration 67Q: 3 clusters Score -3.034175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 236040 members 
Entering Unmasked Estep 
Score: -30341746.000000 Penalty: 6139.100586
	Iteration 68Q: 3 clusters Score -3.034175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 236040 members 
Entering Unmasked Estep 
Score: -30341750.000000 Penalty: 6139.100586
	Iteration 69Q: 3 clusters Score -3.034175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 236041 members 
Entering Unmasked Estep 
Score: -30341736.000000 Penalty: 6139.100586
	Iteration 70Q: 3 clusters Score -3.034174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 236043 members 
Entering Unmasked Estep 
Score: -30341756.000000 Penalty: 6139.100586
	Iteration 71Q: 3 clusters Score -3.034176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 236043 members 
Entering Unmasked Estep 
Score: -30341758.000000 Penalty: 6139.100586
	Iteration 72Q: 3 clusters Score -3.034176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -30341748.000000 Penalty: 6139.100586
	Iteration 73Q: 3 clusters Score -3.034175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -30341768.000000 Penalty: 6139.100586
	Iteration 74Q: 3 clusters Score -3.034177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -30341768.000000 Penalty: 6139.100586
	Iteration 75F: 3 clusters Score -3.034177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48029.046875 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48029.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46672.140625 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -46672.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46940.417969 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -46940.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47053.574219 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -47053.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47100.359375 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -47100.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47135.550781 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47135.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47161.718750 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47161.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47181.226562 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47181.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47193.679688 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -47193.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47218.191406 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -47218.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47235.828125 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -47235.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47244.929688 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -47244.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47246.410156 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -47246.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47247.492188 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -47247.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47247.492188 Penalty: 3022.410645
	Iteration 13F: 3 clusters Score -47247.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40041.054688 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40041.05 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 190 members 
Entering Unmasked Estep 
Score: -38664.382812 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38664.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38766.613281 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38766.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38791.117188 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38791.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38801.703125 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38824.457031 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38824.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38826.871094 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38826.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38830.906250 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -38830.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38830.906250 Penalty: 2927.706055
	Iteration 7F: 3 clusters Score -38830.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -543801.750000 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -543801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -539571.750000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -539571.8 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -540515.687500 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -540515.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -540694.000000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -540694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -540804.062500 Penalty: 4170.944824
	Iteration 3Q: 3 clusters Score -540804.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -540864.062500 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -540864.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -540915.125000 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -540915.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -540952.375000 Penalty: 4170.944824
	Iteration 6Q: 3 clusters Score -540952.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -540986.562500 Penalty: 4170.944824
	Iteration 7Q: 3 clusters Score -540986.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -541016.187500 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -541016.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -541039.187500 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -541039.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -541059.312500 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -541059.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -541077.437500 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -541077.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -541093.687500 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -541093.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -541104.000000 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -541104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -541109.250000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -541109.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -541114.687500 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -541114.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -541124.625000 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -541124.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -541131.250000 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -541131.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -541139.312500 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -541139.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -541150.562500 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -541150.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -541159.000000 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -541159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -541165.812500 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -541165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -541172.937500 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -541172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -541178.062500 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -541178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -541187.562500 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -541187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -541192.437500 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -541192.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -541198.125000 Penalty: 4170.944824
	Iteration 26Q: 3 clusters Score -541198.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -541207.375000 Penalty: 4170.944824
	Iteration 27Q: 3 clusters Score -541207.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -541217.500000 Penalty: 4170.944824
	Iteration 28Q: 3 clusters Score -541217.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -541226.750000 Penalty: 4170.944824
	Iteration 29Q: 3 clusters Score -541226.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -541238.375000 Penalty: 4170.944824
	Iteration 30Q: 3 clusters Score -541238.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -541260.000000 Penalty: 4170.944824
	Iteration 31Q: 3 clusters Score -541260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -541283.562500 Penalty: 4170.944824
	Iteration 32Q: 3 clusters Score -541283.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -541312.312500 Penalty: 4170.944824
	Iteration 33Q: 3 clusters Score -541312.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -541334.875000 Penalty: 4170.944824
	Iteration 34Q: 3 clusters Score -541334.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -541360.500000 Penalty: 4170.944824
	Iteration 35Q: 3 clusters Score -541360.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -541389.625000 Penalty: 4170.944824
	Iteration 36Q: 3 clusters Score -541389.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -541431.812500 Penalty: 4170.944824
	Iteration 37Q: 3 clusters Score -541431.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -541469.000000 Penalty: 4170.944824
	Iteration 38Q: 3 clusters Score -541469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -541542.125000 Penalty: 4170.944824
	Iteration 39Q: 3 clusters Score -541542.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -541625.937500 Penalty: 4170.944824
	Iteration 40F: 3 clusters Score -541625.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -541738.812500 Penalty: 4170.944824
	Iteration 41Q: 3 clusters Score -541738.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -541812.937500 Penalty: 4170.944824
	Iteration 42Q: 3 clusters Score -541812.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -541865.687500 Penalty: 4170.944824
	Iteration 43Q: 3 clusters Score -541865.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -541912.500000 Penalty: 4170.944824
	Iteration 44Q: 3 clusters Score -541912.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -541945.000000 Penalty: 4170.944824
	Iteration 45Q: 3 clusters Score -541945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -541976.562500 Penalty: 4170.944824
	Iteration 46Q: 3 clusters Score -541976.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -542005.750000 Penalty: 4170.944824
	Iteration 47Q: 3 clusters Score -542005.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -542030.187500 Penalty: 4170.944824
	Iteration 48Q: 3 clusters Score -542030.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -542048.125000 Penalty: 4170.944824
	Iteration 49Q: 3 clusters Score -542048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -542061.750000 Penalty: 4170.944824
	Iteration 50Q: 3 clusters Score -542061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -542067.750000 Penalty: 4170.944824
	Iteration 51Q: 3 clusters Score -542067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -542070.062500 Penalty: 4170.944824
	Iteration 52Q: 3 clusters Score -542070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -542073.437500 Penalty: 4170.944824
	Iteration 53Q: 3 clusters Score -542073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -542074.500000 Penalty: 4170.944824
	Iteration 54Q: 3 clusters Score -542074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -542075.875000 Penalty: 4170.944824
	Iteration 55Q: 3 clusters Score -542075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -542076.625000 Penalty: 4170.944824
	Iteration 56Q: 3 clusters Score -542076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -542078.125000 Penalty: 4170.944824
	Iteration 57Q: 3 clusters Score -542078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -542078.125000 Penalty: 4170.944824
	Iteration 58F: 3 clusters Score -542078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (187868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187868 members 
Entering Unmasked Estep 
Score: -23934964.000000 Penalty: 3011.586670
	Iteration 0F: 2 clusters Score -2.393496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -23813212.000000 Penalty: 6023.173340
	Iteration 0F: 3 clusters Score -2.381321e+07 nChanged 90020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -23866154.000000 Penalty: 6023.173340
	Iteration 1F: 3 clusters Score -2.386615e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -23868086.000000 Penalty: 6023.173340
	Iteration 2Q: 3 clusters Score -2.386809e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -23870836.000000 Penalty: 6023.173340
	Iteration 3Q: 3 clusters Score -2.387084e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -23876008.000000 Penalty: 6023.173340
	Iteration 4F: 3 clusters Score -2.387601e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -23883470.000000 Penalty: 6023.173340
	Iteration 5F: 3 clusters Score -2.388347e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -23894022.000000 Penalty: 6023.173340
	Iteration 6F: 3 clusters Score -2.389402e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -23905966.000000 Penalty: 6023.173340
	Iteration 7F: 3 clusters Score -2.390597e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -23916578.000000 Penalty: 6023.173340
	Iteration 8F: 3 clusters Score -2.391658e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -23922974.000000 Penalty: 6023.173340
	Iteration 9Q: 3 clusters Score -2.392297e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -23925998.000000 Penalty: 6023.173340
	Iteration 10Q: 3 clusters Score -2.3926e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 157634 members 
Entering Unmasked Estep 
Score: -23928090.000000 Penalty: 6023.173340
	Iteration 11Q: 3 clusters Score -2.392809e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 161513 members 
Entering Unmasked Estep 
Score: -23929512.000000 Penalty: 6023.173340
	Iteration 12Q: 3 clusters Score -2.392951e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -23930760.000000 Penalty: 6023.173340
	Iteration 13Q: 3 clusters Score -2.393076e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -23931862.000000 Penalty: 6023.173340
	Iteration 14Q: 3 clusters Score -2.393186e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 172139 members 
Entering Unmasked Estep 
Score: -23932590.000000 Penalty: 6023.173340
	Iteration 15Q: 3 clusters Score -2.393259e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -23933164.000000 Penalty: 6023.173340
	Iteration 16Q: 3 clusters Score -2.393316e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 177106 members 
Entering Unmasked Estep 
Score: -23933450.000000 Penalty: 6023.173340
	Iteration 17Q: 3 clusters Score -2.393345e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 178980 members 
Entering Unmasked Estep 
Score: -23933660.000000 Penalty: 6023.173340
	Iteration 18Q: 3 clusters Score -2.393366e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -23933830.000000 Penalty: 6023.173340
	Iteration 19Q: 3 clusters Score -2.393383e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -23934000.000000 Penalty: 6023.173340
	Iteration 20F: 3 clusters Score -2.3934e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 182788 members 
Entering Unmasked Estep 
Score: -23934052.000000 Penalty: 6023.173340
	Iteration 21Q: 3 clusters Score -2.393405e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -23934170.000000 Penalty: 6023.173340
	Iteration 22Q: 3 clusters Score -2.393417e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -23934178.000000 Penalty: 6023.173340
	Iteration 23Q: 3 clusters Score -2.393418e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -23934238.000000 Penalty: 6023.173340
	Iteration 24Q: 3 clusters Score -2.393424e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 184879 members 
Entering Unmasked Estep 
Score: -23934136.000000 Penalty: 6023.173340
	Iteration 25Q: 3 clusters Score -2.393414e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -23934112.000000 Penalty: 6023.173340
	Iteration 26Q: 3 clusters Score -2.393411e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 185316 members 
Entering Unmasked Estep 
Score: -23934052.000000 Penalty: 6023.173340
	Iteration 27Q: 3 clusters Score -2.393405e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -23934032.000000 Penalty: 6023.173340
	Iteration 28Q: 3 clusters Score -2.393403e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 185588 members 
Entering Unmasked Estep 
Score: -23934034.000000 Penalty: 6023.173340
	Iteration 29Q: 3 clusters Score -2.393403e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 185681 members 
Entering Unmasked Estep 
Score: -23934026.000000 Penalty: 6023.173340
	Iteration 30Q: 3 clusters Score -2.393403e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -23934010.000000 Penalty: 6023.173340
	Iteration 31Q: 3 clusters Score -2.393401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 185798 members 
Entering Unmasked Estep 
Score: -23934004.000000 Penalty: 6023.173340
	Iteration 32Q: 3 clusters Score -2.3934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 185850 members 
Entering Unmasked Estep 
Score: -23934030.000000 Penalty: 6023.173340
	Iteration 33Q: 3 clusters Score -2.393403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -23934018.000000 Penalty: 6023.173340
	Iteration 34Q: 3 clusters Score -2.393402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 185941 members 
Entering Unmasked Estep 
Score: -23934006.000000 Penalty: 6023.173340
	Iteration 35Q: 3 clusters Score -2.393401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 185981 members 
Entering Unmasked Estep 
Score: -23933990.000000 Penalty: 6023.173340
	Iteration 36Q: 3 clusters Score -2.393399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 186023 members 
Entering Unmasked Estep 
Score: -23933974.000000 Penalty: 6023.173340
	Iteration 37Q: 3 clusters Score -2.393397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -23933956.000000 Penalty: 6023.173340
	Iteration 38Q: 3 clusters Score -2.393396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -23933942.000000 Penalty: 6023.173340
	Iteration 39Q: 3 clusters Score -2.393394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -23933938.000000 Penalty: 6023.173340
	Iteration 40F: 3 clusters Score -2.393394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 186142 members 
Entering Unmasked Estep 
Score: -23933932.000000 Penalty: 6023.173340
	Iteration 41Q: 3 clusters Score -2.393393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 186172 members 
Entering Unmasked Estep 
Score: -23933922.000000 Penalty: 6023.173340
	Iteration 42Q: 3 clusters Score -2.393392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -23933938.000000 Penalty: 6023.173340
	Iteration 43Q: 3 clusters Score -2.393394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -23933934.000000 Penalty: 6023.173340
	Iteration 44Q: 3 clusters Score -2.393393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 186248 members 
Entering Unmasked Estep 
Score: -23933918.000000 Penalty: 6023.173340
	Iteration 45Q: 3 clusters Score -2.393392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 186267 members 
Entering Unmasked Estep 
Score: -23933916.000000 Penalty: 6023.173340
	Iteration 46Q: 3 clusters Score -2.393392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 186282 members 
Entering Unmasked Estep 
Score: -23933928.000000 Penalty: 6023.173340
	Iteration 47Q: 3 clusters Score -2.393393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 186299 members 
Entering Unmasked Estep 
Score: -23933878.000000 Penalty: 6023.173340
	Iteration 48Q: 3 clusters Score -2.393388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
Score: -23933884.000000 Penalty: 6023.173340
	Iteration 49Q: 3 clusters Score -2.393388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -23933862.000000 Penalty: 6023.173340
	Iteration 50Q: 3 clusters Score -2.393386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -23933882.000000 Penalty: 6023.173340
	Iteration 51Q: 3 clusters Score -2.393388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 186345 members 
Entering Unmasked Estep 
Score: -23933856.000000 Penalty: 6023.173340
	Iteration 52Q: 3 clusters Score -2.393386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 186351 members 
Entering Unmasked Estep 
Score: -23933868.000000 Penalty: 6023.173340
	Iteration 53Q: 3 clusters Score -2.393387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -23933870.000000 Penalty: 6023.173340
	Iteration 54Q: 3 clusters Score -2.393387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -23933878.000000 Penalty: 6023.173340
	Iteration 55Q: 3 clusters Score -2.393388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 186357 members 
Entering Unmasked Estep 
Score: -23933860.000000 Penalty: 6023.173340
	Iteration 56Q: 3 clusters Score -2.393386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 186362 members 
Entering Unmasked Estep 
Score: -23933860.000000 Penalty: 6023.173340
	Iteration 57Q: 3 clusters Score -2.393386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 186366 members 
Entering Unmasked Estep 
Score: -23933846.000000 Penalty: 6023.173340
	Iteration 58Q: 3 clusters Score -2.393385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -23933846.000000 Penalty: 6023.173340
	Iteration 59Q: 3 clusters Score -2.393385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -23933850.000000 Penalty: 6023.173340
	Iteration 60F: 3 clusters Score -2.393385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 186378 members 
Entering Unmasked Estep 
Score: -23933838.000000 Penalty: 6023.173340
	Iteration 61Q: 3 clusters Score -2.393384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 186385 members 
Entering Unmasked Estep 
Score: -23933834.000000 Penalty: 6023.173340
	Iteration 62Q: 3 clusters Score -2.393383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 186388 members 
Entering Unmasked Estep 
Score: -23933836.000000 Penalty: 6023.173340
	Iteration 63Q: 3 clusters Score -2.393384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -23933828.000000 Penalty: 6023.173340
	Iteration 64Q: 3 clusters Score -2.393383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -23933828.000000 Penalty: 6023.173340
	Iteration 65F: 3 clusters Score -2.393383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -33598.128906 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -33598.13 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 143 members 
Entering Unmasked Estep 
Score: -32367.484375 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -32367.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32643.812500 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -32643.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32724.355469 Penalty: 2840.516357
	Iteration 2F: 3 clusters Score -32724.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32769.066406 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -32769.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32796.902344 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -32796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32809.125000 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -32809.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32820.093750 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -32820.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32820.093750 Penalty: 2840.516357
	Iteration 7F: 3 clusters Score -32820.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199608 members 
Entering Unmasked Estep 
Score: -25423232.000000 Penalty: 3026.619629
	Iteration 0F: 2 clusters Score -2.542323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -25293752.000000 Penalty: 6053.239258
	Iteration 0F: 3 clusters Score -2.529375e+07 nChanged 96209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 102380 members 
Entering Unmasked Estep 
Score: -25350514.000000 Penalty: 6053.239258
	Iteration 1F: 3 clusters Score -2.535051e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -25351830.000000 Penalty: 6053.239258
	Iteration 2Q: 3 clusters Score -2.535183e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -25354264.000000 Penalty: 6053.239258
	Iteration 3Q: 3 clusters Score -2.535426e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -25358216.000000 Penalty: 6053.239258
	Iteration 4Q: 3 clusters Score -2.535822e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -25364726.000000 Penalty: 6053.239258
	Iteration 5F: 3 clusters Score -2.536473e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -25375688.000000 Penalty: 6053.239258
	Iteration 6F: 3 clusters Score -2.537569e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 143242 members 
Entering Unmasked Estep 
Score: -25390802.000000 Penalty: 6053.239258
	Iteration 7F: 3 clusters Score -2.53908e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 151909 members 
Entering Unmasked Estep 
Score: -25405350.000000 Penalty: 6053.239258
	Iteration 8F: 3 clusters Score -2.540535e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -25411844.000000 Penalty: 6053.239258
	Iteration 9Q: 3 clusters Score -2.541184e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -25413928.000000 Penalty: 6053.239258
	Iteration 10Q: 3 clusters Score -2.541393e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -25414900.000000 Penalty: 6053.239258
	Iteration 11Q: 3 clusters Score -2.54149e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -25415744.000000 Penalty: 6053.239258
	Iteration 12Q: 3 clusters Score -2.541574e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -25416514.000000 Penalty: 6053.239258
	Iteration 13Q: 3 clusters Score -2.541651e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -25417206.000000 Penalty: 6053.239258
	Iteration 14Q: 3 clusters Score -2.541721e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -25417890.000000 Penalty: 6053.239258
	Iteration 15Q: 3 clusters Score -2.541789e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -25418392.000000 Penalty: 6053.239258
	Iteration 16Q: 3 clusters Score -2.541839e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 177955 members 
Entering Unmasked Estep 
Score: -25419010.000000 Penalty: 6053.239258
	Iteration 17Q: 3 clusters Score -2.541901e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -25419374.000000 Penalty: 6053.239258
	Iteration 18Q: 3 clusters Score -2.541937e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -25419756.000000 Penalty: 6053.239258
	Iteration 19Q: 3 clusters Score -2.541976e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 186429 members 
Entering Unmasked Estep 
Score: -25420128.000000 Penalty: 6053.239258
	Iteration 20F: 3 clusters Score -2.542013e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 188597 members 
Entering Unmasked Estep 
Score: -25420320.000000 Penalty: 6053.239258
	Iteration 21Q: 3 clusters Score -2.542032e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -25420762.000000 Penalty: 6053.239258
	Iteration 22Q: 3 clusters Score -2.542076e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 191957 members 
Entering Unmasked Estep 
Score: -25421000.000000 Penalty: 6053.239258
	Iteration 23Q: 3 clusters Score -2.5421e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 193229 members 
Entering Unmasked Estep 
Score: -25421178.000000 Penalty: 6053.239258
	Iteration 24Q: 3 clusters Score -2.542118e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 194239 members 
Entering Unmasked Estep 
Score: -25421252.000000 Penalty: 6053.239258
	Iteration 25Q: 3 clusters Score -2.542125e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25421312.000000 Penalty: 6053.239258
	Iteration 26Q: 3 clusters Score -2.542131e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 195611 members 
Entering Unmasked Estep 
Score: -25421388.000000 Penalty: 6053.239258
	Iteration 27Q: 3 clusters Score -2.542139e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 196092 members 
Entering Unmasked Estep 
Score: -25421358.000000 Penalty: 6053.239258
	Iteration 28Q: 3 clusters Score -2.542136e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -25421372.000000 Penalty: 6053.239258
	Iteration 29Q: 3 clusters Score -2.542137e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 196808 members 
Entering Unmasked Estep 
Score: -25421430.000000 Penalty: 6053.239258
	Iteration 30Q: 3 clusters Score -2.542143e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 197086 members 
Entering Unmasked Estep 
Score: -25421390.000000 Penalty: 6053.239258
	Iteration 31Q: 3 clusters Score -2.542139e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 197286 members 
Entering Unmasked Estep 
Score: -25421352.000000 Penalty: 6053.239258
	Iteration 32Q: 3 clusters Score -2.542135e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -25421294.000000 Penalty: 6053.239258
	Iteration 33Q: 3 clusters Score -2.542129e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 197610 members 
Entering Unmasked Estep 
Score: -25421284.000000 Penalty: 6053.239258
	Iteration 34Q: 3 clusters Score -2.542128e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 197744 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6053.239258
	Iteration 35Q: 3 clusters Score -2.542121e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 197874 members 
Entering Unmasked Estep 
Score: -25421238.000000 Penalty: 6053.239258
	Iteration 36Q: 3 clusters Score -2.542124e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 197990 members 
Entering Unmasked Estep 
Score: -25421266.000000 Penalty: 6053.239258
	Iteration 37Q: 3 clusters Score -2.542127e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 198063 members 
Entering Unmasked Estep 
Score: -25421276.000000 Penalty: 6053.239258
	Iteration 38Q: 3 clusters Score -2.542128e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 198131 members 
Entering Unmasked Estep 
Score: -25421280.000000 Penalty: 6053.239258
	Iteration 39Q: 3 clusters Score -2.542128e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 198187 members 
Entering Unmasked Estep 
Score: -25421270.000000 Penalty: 6053.239258
	Iteration 40F: 3 clusters Score -2.542127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 198227 members 
Entering Unmasked Estep 
Score: -25421232.000000 Penalty: 6053.239258
	Iteration 41Q: 3 clusters Score -2.542123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 198254 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6053.239258
	Iteration 42Q: 3 clusters Score -2.542121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 198274 members 
Entering Unmasked Estep 
Score: -25421236.000000 Penalty: 6053.239258
	Iteration 43Q: 3 clusters Score -2.542124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -25421234.000000 Penalty: 6053.239258
	Iteration 44Q: 3 clusters Score -2.542123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 198295 members 
Entering Unmasked Estep 
Score: -25421206.000000 Penalty: 6053.239258
	Iteration 45Q: 3 clusters Score -2.542121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -25421204.000000 Penalty: 6053.239258
	Iteration 46Q: 3 clusters Score -2.54212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 198325 members 
Entering Unmasked Estep 
Score: -25421176.000000 Penalty: 6053.239258
	Iteration 47Q: 3 clusters Score -2.542118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 198343 members 
Entering Unmasked Estep 
Score: -25421198.000000 Penalty: 6053.239258
	Iteration 48Q: 3 clusters Score -2.54212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 198365 members 
Entering Unmasked Estep 
Score: -25421182.000000 Penalty: 6053.239258
	Iteration 49Q: 3 clusters Score -2.542118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 198380 members 
Entering Unmasked Estep 
Score: -25421180.000000 Penalty: 6053.239258
	Iteration 50Q: 3 clusters Score -2.542118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 198398 members 
Entering Unmasked Estep 
Score: -25421188.000000 Penalty: 6053.239258
	Iteration 51Q: 3 clusters Score -2.542119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 198415 members 
Entering Unmasked Estep 
Score: -25421176.000000 Penalty: 6053.239258
	Iteration 52Q: 3 clusters Score -2.542118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 198437 members 
Entering Unmasked Estep 
Score: -25421164.000000 Penalty: 6053.239258
	Iteration 53Q: 3 clusters Score -2.542116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 198455 members 
Entering Unmasked Estep 
Score: -25421162.000000 Penalty: 6053.239258
	Iteration 54Q: 3 clusters Score -2.542116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 198473 members 
Entering Unmasked Estep 
Score: -25421172.000000 Penalty: 6053.239258
	Iteration 55Q: 3 clusters Score -2.542117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 198486 members 
Entering Unmasked Estep 
Score: -25421184.000000 Penalty: 6053.239258
	Iteration 56Q: 3 clusters Score -2.542118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 198489 members 
Entering Unmasked Estep 
Score: -25421172.000000 Penalty: 6053.239258
	Iteration 57Q: 3 clusters Score -2.542117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -25421176.000000 Penalty: 6053.239258
	Iteration 58Q: 3 clusters Score -2.542118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 198497 members 
Entering Unmasked Estep 
Score: -25421192.000000 Penalty: 6053.239258
	Iteration 59Q: 3 clusters Score -2.542119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 198502 members 
Entering Unmasked Estep 
Score: -25421196.000000 Penalty: 6053.239258
	Iteration 60F: 3 clusters Score -2.54212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 198509 members 
Entering Unmasked Estep 
Score: -25421214.000000 Penalty: 6053.239258
	Iteration 61Q: 3 clusters Score -2.542121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 198517 members 
Entering Unmasked Estep 
Score: -25421222.000000 Penalty: 6053.239258
	Iteration 62Q: 3 clusters Score -2.542122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 198529 members 
Entering Unmasked Estep 
Score: -25421220.000000 Penalty: 6053.239258
	Iteration 63Q: 3 clusters Score -2.542122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -25421214.000000 Penalty: 6053.239258
	Iteration 64Q: 3 clusters Score -2.542121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 198539 members 
Entering Unmasked Estep 
Score: -25421224.000000 Penalty: 6053.239258
	Iteration 65Q: 3 clusters Score -2.542122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -25421224.000000 Penalty: 6053.239258
	Iteration 66Q: 3 clusters Score -2.542122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 198552 members 
Entering Unmasked Estep 
Score: -25421232.000000 Penalty: 6053.239258
	Iteration 67Q: 3 clusters Score -2.542123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 198554 members 
Entering Unmasked Estep 
Score: -25421214.000000 Penalty: 6053.239258
	Iteration 68Q: 3 clusters Score -2.542121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 198558 members 
Entering Unmasked Estep 
Score: -25421198.000000 Penalty: 6053.239258
	Iteration 69Q: 3 clusters Score -2.54212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 198562 members 
Entering Unmasked Estep 
Score: -25421202.000000 Penalty: 6053.239258
	Iteration 70Q: 3 clusters Score -2.54212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 198568 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6053.239258
	Iteration 71Q: 3 clusters Score -2.542121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 198576 members 
Entering Unmasked Estep 
Score: -25421214.000000 Penalty: 6053.239258
	Iteration 72Q: 3 clusters Score -2.542121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 198585 members 
Entering Unmasked Estep 
Score: -25421220.000000 Penalty: 6053.239258
	Iteration 73Q: 3 clusters Score -2.542122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 198592 members 
Entering Unmasked Estep 
Score: -25421230.000000 Penalty: 6053.239258
	Iteration 74Q: 3 clusters Score -2.542123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -25421218.000000 Penalty: 6053.239258
	Iteration 75Q: 3 clusters Score -2.542122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 198598 members 
Entering Unmasked Estep 
Score: -25421212.000000 Penalty: 6053.239258
	Iteration 76Q: 3 clusters Score -2.542121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 198602 members 
Entering Unmasked Estep 
Score: -25421206.000000 Penalty: 6053.239258
	Iteration 77Q: 3 clusters Score -2.542121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 198605 members 
Entering Unmasked Estep 
Score: -25421196.000000 Penalty: 6053.239258
	Iteration 78Q: 3 clusters Score -2.54212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 198608 members 
Entering Unmasked Estep 
Score: -25421198.000000 Penalty: 6053.239258
	Iteration 79Q: 3 clusters Score -2.54212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 198610 members 
Entering Unmasked Estep 
Score: -25421208.000000 Penalty: 6053.239258
	Iteration 80F: 3 clusters Score -2.542121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 198610 members 
Entering Unmasked Estep 
Score: -25421204.000000 Penalty: 6053.239258
	Iteration 81Q: 3 clusters Score -2.54212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 198612 members 
Entering Unmasked Estep 
Score: -25421210.000000 Penalty: 6053.239258
	Iteration 82Q: 3 clusters Score -2.542121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 198613 members 
Entering Unmasked Estep 
Score: -25421198.000000 Penalty: 6053.239258
	Iteration 83Q: 3 clusters Score -2.54212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 198616 members 
Entering Unmasked Estep 
Score: -25421210.000000 Penalty: 6053.239258
	Iteration 84Q: 3 clusters Score -2.542121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 198616 members 
Entering Unmasked Estep 
Score: -25421210.000000 Penalty: 6053.239258
	Iteration 85F: 3 clusters Score -2.542121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Entering Unmasked Estep 
Score: -1417867.500000 Penalty: 2322.145508
	Iteration 0F: 2 clusters Score -1417868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1409201.375000 Penalty: 4644.291016
	Iteration 0F: 3 clusters Score -1409201 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1411971.125000 Penalty: 4644.291016
	Iteration 1F: 3 clusters Score -1411971 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1412405.000000 Penalty: 4644.291016
	Iteration 2F: 3 clusters Score -1412405 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1412738.500000 Penalty: 4644.291016
	Iteration 3F: 3 clusters Score -1412738 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1412993.750000 Penalty: 4644.291016
	Iteration 4Q: 3 clusters Score -1412994 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1413195.750000 Penalty: 4644.291016
	Iteration 5Q: 3 clusters Score -1413196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1413397.500000 Penalty: 4644.291016
	Iteration 6Q: 3 clusters Score -1413398 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1413624.000000 Penalty: 4644.291016
	Iteration 7Q: 3 clusters Score -1413624 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1413845.625000 Penalty: 4644.291016
	Iteration 8Q: 3 clusters Score -1413846 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1414077.875000 Penalty: 4644.291016
	Iteration 9Q: 3 clusters Score -1414078 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1414283.125000 Penalty: 4644.291016
	Iteration 10Q: 3 clusters Score -1414283 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1414483.625000 Penalty: 4644.291016
	Iteration 11Q: 3 clusters Score -1414484 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1414659.500000 Penalty: 4644.291016
	Iteration 12Q: 3 clusters Score -1414660 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1414849.250000 Penalty: 4644.291016
	Iteration 13Q: 3 clusters Score -1414849 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1415033.750000 Penalty: 4644.291016
	Iteration 14Q: 3 clusters Score -1415034 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1415219.250000 Penalty: 4644.291016
	Iteration 15Q: 3 clusters Score -1415219 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1415349.500000 Penalty: 4644.291016
	Iteration 16Q: 3 clusters Score -1415350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1415429.500000 Penalty: 4644.291016
	Iteration 17Q: 3 clusters Score -1415430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1415491.375000 Penalty: 4644.291016
	Iteration 18Q: 3 clusters Score -1415491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1415531.500000 Penalty: 4644.291016
	Iteration 19Q: 3 clusters Score -1415532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1415561.250000 Penalty: 4644.291016
	Iteration 20F: 3 clusters Score -1415561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1415587.250000 Penalty: 4644.291016
	Iteration 21Q: 3 clusters Score -1415587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1415618.125000 Penalty: 4644.291016
	Iteration 22Q: 3 clusters Score -1415618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1415644.625000 Penalty: 4644.291016
	Iteration 23Q: 3 clusters Score -1415645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1415674.000000 Penalty: 4644.291016
	Iteration 24Q: 3 clusters Score -1415674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1415700.500000 Penalty: 4644.291016
	Iteration 25Q: 3 clusters Score -1415700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1415720.875000 Penalty: 4644.291016
	Iteration 26Q: 3 clusters Score -1415721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1415732.625000 Penalty: 4644.291016
	Iteration 27Q: 3 clusters Score -1415733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1415747.500000 Penalty: 4644.291016
	Iteration 28Q: 3 clusters Score -1415748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1415757.250000 Penalty: 4644.291016
	Iteration 29Q: 3 clusters Score -1415757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1415764.250000 Penalty: 4644.291016
	Iteration 30Q: 3 clusters Score -1415764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1415771.625000 Penalty: 4644.291016
	Iteration 31Q: 3 clusters Score -1415772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1415779.375000 Penalty: 4644.291016
	Iteration 32Q: 3 clusters Score -1415779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1415797.375000 Penalty: 4644.291016
	Iteration 33Q: 3 clusters Score -1415797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1415804.250000 Penalty: 4644.291016
	Iteration 34Q: 3 clusters Score -1415804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1415815.000000 Penalty: 4644.291016
	Iteration 35Q: 3 clusters Score -1415815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1415823.750000 Penalty: 4644.291016
	Iteration 36Q: 3 clusters Score -1415824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1415831.625000 Penalty: 4644.291016
	Iteration 37Q: 3 clusters Score -1415832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1415843.875000 Penalty: 4644.291016
	Iteration 38Q: 3 clusters Score -1415844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1415858.000000 Penalty: 4644.291016
	Iteration 39Q: 3 clusters Score -1415858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1415874.125000 Penalty: 4644.291016
	Iteration 40F: 3 clusters Score -1415874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1415879.125000 Penalty: 4644.291016
	Iteration 41Q: 3 clusters Score -1415879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1415882.625000 Penalty: 4644.291016
	Iteration 42Q: 3 clusters Score -1415883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1415894.250000 Penalty: 4644.291016
	Iteration 43Q: 3 clusters Score -1415894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1415908.500000 Penalty: 4644.291016
	Iteration 44Q: 3 clusters Score -1415908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1415916.250000 Penalty: 4644.291016
	Iteration 45Q: 3 clusters Score -1415916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1415922.750000 Penalty: 4644.291016
	Iteration 46Q: 3 clusters Score -1415923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1415922.875000 Penalty: 4644.291016
	Iteration 47Q: 3 clusters Score -1415923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1415923.375000 Penalty: 4644.291016
	Iteration 48Q: 3 clusters Score -1415923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1415926.375000 Penalty: 4644.291016
	Iteration 49Q: 3 clusters Score -1415926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1415930.125000 Penalty: 4644.291016
	Iteration 50Q: 3 clusters Score -1415930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1415933.625000 Penalty: 4644.291016
	Iteration 51Q: 3 clusters Score -1415934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1415935.750000 Penalty: 4644.291016
	Iteration 52Q: 3 clusters Score -1415936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1415936.125000 Penalty: 4644.291016
	Iteration 53Q: 3 clusters Score -1415936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1415938.250000 Penalty: 4644.291016
	Iteration 54Q: 3 clusters Score -1415938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1415938.500000 Penalty: 4644.291016
	Iteration 55Q: 3 clusters Score -1415938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1415936.000000 Penalty: 4644.291016
	Iteration 56Q: 3 clusters Score -1415936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1415937.250000 Penalty: 4644.291016
	Iteration 57Q: 3 clusters Score -1415937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1415939.375000 Penalty: 4644.291016
	Iteration 58Q: 3 clusters Score -1415939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1415942.125000 Penalty: 4644.291016
	Iteration 59Q: 3 clusters Score -1415942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1415942.375000 Penalty: 4644.291016
	Iteration 60F: 3 clusters Score -1415942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1415942.875000 Penalty: 4644.291016
	Iteration 61Q: 3 clusters Score -1415943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1415947.000000 Penalty: 4644.291016
	Iteration 62Q: 3 clusters Score -1415947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1415949.500000 Penalty: 4644.291016
	Iteration 63Q: 3 clusters Score -1415950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1415948.250000 Penalty: 4644.291016
	Iteration 64Q: 3 clusters Score -1415948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1415947.250000 Penalty: 4644.291016
	Iteration 65Q: 3 clusters Score -1415947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1415948.250000 Penalty: 4644.291016
	Iteration 66Q: 3 clusters Score -1415948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1415950.750000 Penalty: 4644.291016
	Iteration 67Q: 3 clusters Score -1415951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1415948.375000 Penalty: 4644.291016
	Iteration 68Q: 3 clusters Score -1415948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1415948.375000 Penalty: 4644.291016
	Iteration 69F: 3 clusters Score -1415948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Entering Unmasked Estep 
Score: -2478724.750000 Penalty: 2444.178223
	Iteration 0F: 2 clusters Score -2478725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2465273.000000 Penalty: 4888.356445
	Iteration 0F: 3 clusters Score -2465273 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2469633.500000 Penalty: 4888.356445
	Iteration 1F: 3 clusters Score -2469634 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2469968.500000 Penalty: 4888.356445
	Iteration 2Q: 3 clusters Score -2469968 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2470254.000000 Penalty: 4888.356445
	Iteration 3Q: 3 clusters Score -2470254 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2470498.250000 Penalty: 4888.356445
	Iteration 4Q: 3 clusters Score -2470498 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2470703.750000 Penalty: 4888.356445
	Iteration 5Q: 3 clusters Score -2470704 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2470903.500000 Penalty: 4888.356445
	Iteration 6Q: 3 clusters Score -2470904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2471091.500000 Penalty: 4888.356445
	Iteration 7Q: 3 clusters Score -2471092 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2471259.750000 Penalty: 4888.356445
	Iteration 8Q: 3 clusters Score -2471260 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2471427.250000 Penalty: 4888.356445
	Iteration 9Q: 3 clusters Score -2471427 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2471650.000000 Penalty: 4888.356445
	Iteration 10Q: 3 clusters Score -2471650 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2471941.500000 Penalty: 4888.356445
	Iteration 11Q: 3 clusters Score -2471942 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2472338.000000 Penalty: 4888.356445
	Iteration 12Q: 3 clusters Score -2472338 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2472838.750000 Penalty: 4888.356445
	Iteration 13Q: 3 clusters Score -2472839 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2473458.250000 Penalty: 4888.356445
	Iteration 14Q: 3 clusters Score -2473458 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2474194.250000 Penalty: 4888.356445
	Iteration 15F: 3 clusters Score -2474194 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2474882.000000 Penalty: 4888.356445
	Iteration 16Q: 3 clusters Score -2474882 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2475479.750000 Penalty: 4888.356445
	Iteration 17Q: 3 clusters Score -2475480 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2475918.000000 Penalty: 4888.356445
	Iteration 18Q: 3 clusters Score -2475918 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2476185.000000 Penalty: 4888.356445
	Iteration 19Q: 3 clusters Score -2476185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2476354.500000 Penalty: 4888.356445
	Iteration 20F: 3 clusters Score -2476354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2476455.750000 Penalty: 4888.356445
	Iteration 21Q: 3 clusters Score -2476456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2476521.000000 Penalty: 4888.356445
	Iteration 22Q: 3 clusters Score -2476521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2476563.000000 Penalty: 4888.356445
	Iteration 23Q: 3 clusters Score -2476563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2476596.250000 Penalty: 4888.356445
	Iteration 24Q: 3 clusters Score -2476596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2476621.250000 Penalty: 4888.356445
	Iteration 25Q: 3 clusters Score -2476621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2476638.500000 Penalty: 4888.356445
	Iteration 26Q: 3 clusters Score -2476638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2476658.500000 Penalty: 4888.356445
	Iteration 27Q: 3 clusters Score -2476658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2476668.750000 Penalty: 4888.356445
	Iteration 28Q: 3 clusters Score -2476669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2476679.250000 Penalty: 4888.356445
	Iteration 29Q: 3 clusters Score -2476679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2476685.500000 Penalty: 4888.356445
	Iteration 30Q: 3 clusters Score -2476686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2476694.000000 Penalty: 4888.356445
	Iteration 31Q: 3 clusters Score -2476694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2476700.750000 Penalty: 4888.356445
	Iteration 32Q: 3 clusters Score -2476701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2476703.000000 Penalty: 4888.356445
	Iteration 33Q: 3 clusters Score -2476703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2476703.000000 Penalty: 4888.356445
	Iteration 34Q: 3 clusters Score -2476703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2476706.250000 Penalty: 4888.356445
	Iteration 35Q: 3 clusters Score -2476706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2476713.750000 Penalty: 4888.356445
	Iteration 36Q: 3 clusters Score -2476714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2476725.000000 Penalty: 4888.356445
	Iteration 37Q: 3 clusters Score -2476725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2476733.250000 Penalty: 4888.356445
	Iteration 38Q: 3 clusters Score -2476733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2476739.250000 Penalty: 4888.356445
	Iteration 39Q: 3 clusters Score -2476739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2476737.500000 Penalty: 4888.356445
	Iteration 40F: 3 clusters Score -2476738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2476737.750000 Penalty: 4888.356445
	Iteration 41Q: 3 clusters Score -2476738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2476737.750000 Penalty: 4888.356445
	Iteration 42F: 3 clusters Score -2476738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -1596695.250000 Penalty: 2340.987793
	Iteration 0F: 2 clusters Score -1596695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1587416.125000 Penalty: 4681.975586
	Iteration 0F: 3 clusters Score -1587416 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1590213.250000 Penalty: 4681.975586
	Iteration 1F: 3 clusters Score -1590213 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1590543.875000 Penalty: 4681.975586
	Iteration 2F: 3 clusters Score -1590544 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1590799.250000 Penalty: 4681.975586
	Iteration 3Q: 3 clusters Score -1590799 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1591062.375000 Penalty: 4681.975586
	Iteration 4Q: 3 clusters Score -1591062 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1591327.500000 Penalty: 4681.975586
	Iteration 5Q: 3 clusters Score -1591328 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1591638.875000 Penalty: 4681.975586
	Iteration 6Q: 3 clusters Score -1591639 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1592004 nChanged 494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1592332 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1592650 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1592922 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1593134 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1593334 nChanged 360
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Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1593490 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1593607 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1593703 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1593789 nChanged 222
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1593866 nChanged 236
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1593950 nChanged 214
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Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1594031 nChanged 208
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1594103.500000 Penalty: 4681.975586
	Iteration 20F: 3 clusters Score -1594104 nChanged 211
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Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1594166 nChanged 191
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1594229 nChanged 154
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Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1594272 nChanged 140
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1594314 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1594363 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1594408 nChanged 147
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1594456 nChanged 137
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Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1594512 nChanged 157
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Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1594582 nChanged 140
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Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1594633 nChanged 142
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Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1594689 nChanged 147
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1594754 nChanged 148
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Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1594814 nChanged 116
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Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1594854 nChanged 102
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Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1594882 nChanged 97
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Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1594914 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1594949 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1594976 nChanged 108
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1595004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1595030.875000 Penalty: 4681.975586
	Iteration 40F: 3 clusters Score -1595031 nChanged 97
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1595062 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1595077 nChanged 83
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1595103 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1595122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1595153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1595184 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1595208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1595237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1595261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1595288.000000 Penalty: 4681.975586
	Iteration 50Q: 3 clusters Score -1595288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1595303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1595312.875000 Penalty: 4681.975586
	Iteration 52Q: 3 clusters Score -1595313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1595318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1595327 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1595342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1595351 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1595358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1595368 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1595378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1595385.250000 Penalty: 4681.975586
	Iteration 60F: 3 clusters Score -1595385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1595395 nChanged 35
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1595403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1595410 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1595411 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1595420 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1595424 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1595423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1595430.625000 Penalty: 4681.975586
	Iteration 68Q: 3 clusters Score -1595431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1595433 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1595436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1595435 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1595446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1595450 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1595447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1595457 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1595460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1595462 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1595464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1595468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1595472.875000 Penalty: 4681.975586
	Iteration 80F: 3 clusters Score -1595473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1595477 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1595482.000000 Penalty: 4681.975586
	Iteration 82Q: 3 clusters Score -1595482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1595484 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1595486.875000 Penalty: 4681.975586
	Iteration 84Q: 3 clusters Score -1595487 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1595492 nChanged 21
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Mstep: Class 1 contains 9480 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1595496 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1595502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1595505 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1595514.750000 Penalty: 4681.975586
	Iteration 89Q: 3 clusters Score -1595515 nChanged 25
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Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1595519.750000 Penalty: 4681.975586
	Iteration 90Q: 3 clusters Score -1595520 nChanged 24
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Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1595516.500000 Penalty: 4681.975586
	Iteration 91Q: 3 clusters Score -1595516 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9622 members 
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Entering Unmasked Estep 
Score: -1595518.875000 Penalty: 4681.975586
	Iteration 92Q: 3 clusters Score -1595519 nChanged 15
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1595525.000000 Penalty: 4681.975586
	Iteration 93Q: 3 clusters Score -1595525 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1595529.250000 Penalty: 4681.975586
	Iteration 94Q: 3 clusters Score -1595529 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1595531 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1595535.625000 Penalty: 4681.975586
	Iteration 96Q: 3 clusters Score -1595536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1595536 nChanged 12
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Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1595542.000000 Penalty: 4681.975586
	Iteration 98Q: 3 clusters Score -1595542 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1595543.250000 Penalty: 4681.975586
	Iteration 99Q: 3 clusters Score -1595543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1595547.250000 Penalty: 4681.975586
	Iteration 100F: 3 clusters Score -1595547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1595545.500000 Penalty: 4681.975586
	Iteration 101Q: 3 clusters Score -1595546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1595546.375000 Penalty: 4681.975586
	Iteration 102Q: 3 clusters Score -1595546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1595548.625000 Penalty: 4681.975586
	Iteration 103Q: 3 clusters Score -1595549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1595546.500000 Penalty: 4681.975586
	Iteration 104Q: 3 clusters Score -1595546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1595553.750000 Penalty: 4681.975586
	Iteration 105Q: 3 clusters Score -1595554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1595552.750000 Penalty: 4681.975586
	Iteration 106Q: 3 clusters Score -1595553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1595554.000000 Penalty: 4681.975586
	Iteration 107Q: 3 clusters Score -1595554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1595556.250000 Penalty: 4681.975586
	Iteration 108Q: 3 clusters Score -1595556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1595554.625000 Penalty: 4681.975586
	Iteration 109Q: 3 clusters Score -1595555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1595556.125000 Penalty: 4681.975586
	Iteration 110Q: 3 clusters Score -1595556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1595557.500000 Penalty: 4681.975586
	Iteration 111Q: 3 clusters Score -1595558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1595557.500000 Penalty: 4681.975586
	Iteration 112F: 3 clusters Score -1595558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52454 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237333 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187868 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199608 members 
Mstep: Class 21 contains 11655 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057232.000000 Penalty: 71542.664062
Iteration 199Q: 22 clusters Score -1.160572e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 3538 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33508 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49801 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52460 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237331 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187870 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199598 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 12577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057264.000000 Penalty: 71542.664062
Iteration 200F: 22 clusters Score -1.160573e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 3534 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33515 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52468 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237340 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187857 members 
Mstep: Class 17 contains 307 members 
Mstep: Class 19 contains 199578 members 
Mstep: Class 21 contains 11652 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 201Q: 22 clusters Score -1.160573e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33524 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52478 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187853 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199550 members 
Mstep: Class 21 contains 11651 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057296.000000 Penalty: 71542.664062
Iteration 202Q: 22 clusters Score -1.160573e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33530 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52480 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187852 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199533 members 
Mstep: Class 21 contains 11651 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 203Q: 22 clusters Score -1.160573e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33532 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237340 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187846 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199516 members 
Mstep: Class 21 contains 11651 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 204Q: 22 clusters Score -1.160574e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33536 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16740 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52494 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237340 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187842 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199500 members 
Mstep: Class 21 contains 11649 members 
Mstep: Class 22 contains 19073 members 
Mstep: Class 23 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 205Q: 22 clusters Score -1.160574e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33543 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 16741 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52505 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237341 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187848 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199476 members 
Mstep: Class 21 contains 11649 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 206Q: 22 clusters Score -1.160574e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33560 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16740 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52513 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237338 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187850 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199452 members 
Mstep: Class 21 contains 11647 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057512.000000 Penalty: 71542.664062
Iteration 207Q: 22 clusters Score -1.160575e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33579 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52519 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237335 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187841 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199429 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 12570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057416.000000 Penalty: 71542.664062
Iteration 208Q: 22 clusters Score -1.160574e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33598 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49801 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52529 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237335 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187831 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199410 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057424.000000 Penalty: 71542.664062
Iteration 209Q: 22 clusters Score -1.160574e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33613 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49803 members 
Mstep: Class 8 contains 16734 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52537 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187818 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199390 members 
Mstep: Class 21 contains 11644 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 210Q: 22 clusters Score -1.160573e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 3503 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33622 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52546 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237350 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 187808 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199369 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 12560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057264.000000 Penalty: 71542.664062
Iteration 211Q: 22 clusters Score -1.160573e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33630 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52551 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237353 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 187798 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199348 members 
Mstep: Class 21 contains 11647 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 212Q: 22 clusters Score -1.160573e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33635 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49809 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52563 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237353 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187798 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199329 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 213Q: 22 clusters Score -1.160574e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 3490 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33642 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52563 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237352 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187798 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199321 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 19074 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 214Q: 22 clusters Score -1.160574e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33651 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 49810 members 
Mstep: Class 8 contains 16734 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52565 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187786 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199307 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 215Q: 22 clusters Score -1.160574e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33658 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49811 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187784 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199292 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 216Q: 22 clusters Score -1.160573e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52568 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187771 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199274 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057296.000000 Penalty: 71542.664062
Iteration 217Q: 22 clusters Score -1.160573e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33682 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52579 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187753 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199261 members 
Mstep: Class 21 contains 11647 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 218Q: 22 clusters Score -1.160574e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33686 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49814 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52585 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187747 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199246 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057400.000000 Penalty: 71542.664062
Iteration 219Q: 22 clusters Score -1.160574e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33692 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52590 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187735 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199246 members 
Mstep: Class 21 contains 11647 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 220F: 22 clusters Score -1.160574e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33699 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49810 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52593 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237340 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187722 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199247 members 
Mstep: Class 21 contains 11648 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 221Q: 22 clusters Score -1.160574e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33706 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52593 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237341 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187713 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199244 members 
Mstep: Class 21 contains 11649 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057464.000000 Penalty: 71542.664062
Iteration 222Q: 22 clusters Score -1.160575e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33714 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49808 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52595 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187707 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199228 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 223Q: 22 clusters Score -1.160574e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33717 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52595 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187701 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199221 members 
Mstep: Class 21 contains 11651 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 224Q: 22 clusters Score -1.160574e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33724 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49807 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52597 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237343 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187702 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199206 members 
Mstep: Class 21 contains 11652 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057424.000000 Penalty: 71542.664062
Iteration 225Q: 22 clusters Score -1.160574e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33727 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52601 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187706 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199186 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 19080 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 226Q: 22 clusters Score -1.160574e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33729 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49806 members 
Mstep: Class 8 contains 16727 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52610 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187703 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199166 members 
Mstep: Class 21 contains 11652 members 
Mstep: Class 22 contains 19083 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 227Q: 22 clusters Score -1.160574e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33729 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49805 members 
Mstep: Class 8 contains 16724 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52619 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237348 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187699 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199154 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19083 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057368.000000 Penalty: 71542.664062
Iteration 228Q: 22 clusters Score -1.160574e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33730 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49805 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52622 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237348 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187698 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199148 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19083 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057440.000000 Penalty: 71542.664062
Iteration 229Q: 22 clusters Score -1.160574e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33735 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52623 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237348 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187697 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199142 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 230Q: 22 clusters Score -1.160574e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33737 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52624 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187699 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19080 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057400.000000 Penalty: 71542.664062
Iteration 231Q: 22 clusters Score -1.160574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33738 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52624 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187701 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199135 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057400.000000 Penalty: 71542.664062
Iteration 232Q: 22 clusters Score -1.160574e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33740 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52625 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187701 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199132 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19083 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 233Q: 22 clusters Score -1.160574e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52624 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187703 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199131 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 234Q: 22 clusters Score -1.160574e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52626 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187703 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199129 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 235Q: 22 clusters Score -1.160574e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52628 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187704 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199127 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 236Q: 22 clusters Score -1.160574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52631 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187703 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199127 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 237Q: 22 clusters Score -1.160574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52633 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187701 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199129 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 238Q: 22 clusters Score -1.160573e+08 nChanged 9
Entering ConstructFrom: 
Score: -116057344.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (84922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Entering Unmasked Estep 
Score: -10936497.000000 Penalty: 2814.673096
	Iteration 0F: 2 clusters Score -1.09365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -10879308.000000 Penalty: 5629.346191
	Iteration 0F: 3 clusters Score -1.087931e+07 nChanged 40116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -10902035.000000 Penalty: 5629.346191
	Iteration 1F: 3 clusters Score -1.090204e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -10902623.000000 Penalty: 5629.346191
	Iteration 2Q: 3 clusters Score -1.090262e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -10903196.000000 Penalty: 5629.346191
	Iteration 3Q: 3 clusters Score -1.09032e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -10903900.000000 Penalty: 5629.346191
	Iteration 4Q: 3 clusters Score -1.09039e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -10905063.000000 Penalty: 5629.346191
	Iteration 5Q: 3 clusters Score -1.090506e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -10906785.000000 Penalty: 5629.346191
	Iteration 6Q: 3 clusters Score -1.090678e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -10910011.000000 Penalty: 5629.346191
	Iteration 7F: 3 clusters Score -1.091001e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -10914666.000000 Penalty: 5629.346191
	Iteration 8F: 3 clusters Score -1.091467e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -10920760.000000 Penalty: 5629.346191
	Iteration 9F: 3 clusters Score -1.092076e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -10926897.000000 Penalty: 5629.346191
	Iteration 10F: 3 clusters Score -1.09269e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -10930982.000000 Penalty: 5629.346191
	Iteration 11F: 3 clusters Score -1.093098e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -10932908.000000 Penalty: 5629.346191
	Iteration 12Q: 3 clusters Score -1.093291e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -10933575.000000 Penalty: 5629.346191
	Iteration 13Q: 3 clusters Score -1.093358e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -10933799.000000 Penalty: 5629.346191
	Iteration 14Q: 3 clusters Score -1.09338e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -10933919.000000 Penalty: 5629.346191
	Iteration 15Q: 3 clusters Score -1.093392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -10933963.000000 Penalty: 5629.346191
	Iteration 16Q: 3 clusters Score -1.093396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -10933982.000000 Penalty: 5629.346191
	Iteration 17Q: 3 clusters Score -1.093398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -10933995.000000 Penalty: 5629.346191
	Iteration 18Q: 3 clusters Score -1.0934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -10933997.000000 Penalty: 5629.346191
	Iteration 19Q: 3 clusters Score -1.0934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -10934000.000000 Penalty: 5629.346191
	Iteration 20F: 3 clusters Score -1.0934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -10934001.000000 Penalty: 5629.346191
	Iteration 21Q: 3 clusters Score -1.0934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10934009.000000 Penalty: 5629.346191
	Iteration 22Q: 3 clusters Score -1.093401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10934018.000000 Penalty: 5629.346191
	Iteration 23Q: 3 clusters Score -1.093402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10934022.000000 Penalty: 5629.346191
	Iteration 24Q: 3 clusters Score -1.093402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -10934026.000000 Penalty: 5629.346191
	Iteration 25Q: 3 clusters Score -1.093403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -10934034.000000 Penalty: 5629.346191
	Iteration 26Q: 3 clusters Score -1.093403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -10934034.000000 Penalty: 5629.346191
	Iteration 27F: 3 clusters Score -1.093403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -461020.812500 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -461020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -457452.781250 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -457452.8 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -458174.593750 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -458174.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -458307.687500 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -458307.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -458376.031250 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -458376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -458419.531250 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -458419.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -458456.656250 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -458456.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -458490.218750 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -458490.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -458507.593750 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -458507.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -458524.875000 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -458524.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -458538.875000 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -458538.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -458557.718750 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -458557.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458568.625000 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -458568.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -458578.250000 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -458578.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -458588.843750 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -458588.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -458598.093750 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -458598.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458609.312500 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -458609.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -458619.968750 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -458620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -458628.687500 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -458628.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -458636.812500 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -458636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458642.062500 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -458642.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -458648.531250 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -458648.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -458655.125000 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -458655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -458660.687500 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -458660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -458666.062500 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -458666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -458671.500000 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -458671.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -458678.437500 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -458678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -458684.812500 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -458684.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -458689.656250 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -458689.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -458695.562500 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -458695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -458700.125000 Penalty: 4043.061035
	Iteration 29Q: 3 clusters Score -458700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -458704.906250 Penalty: 4043.061035
	Iteration 30Q: 3 clusters Score -458704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458712.218750 Penalty: 4043.061035
	Iteration 31Q: 3 clusters Score -458712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -458717.312500 Penalty: 4043.061035
	Iteration 32Q: 3 clusters Score -458717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -458719.406250 Penalty: 4043.061035
	Iteration 33Q: 3 clusters Score -458719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -458721.843750 Penalty: 4043.061035
	Iteration 34Q: 3 clusters Score -458721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -458724.562500 Penalty: 4043.061035
	Iteration 35Q: 3 clusters Score -458724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -458727.968750 Penalty: 4043.061035
	Iteration 36Q: 3 clusters Score -458728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -458733.000000 Penalty: 4043.061035
	Iteration 37Q: 3 clusters Score -458733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -458733.656250 Penalty: 4043.061035
	Iteration 38Q: 3 clusters Score -458733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -458737.812500 Penalty: 4043.061035
	Iteration 39Q: 3 clusters Score -458737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -458740.312500 Penalty: 4043.061035
	Iteration 40F: 3 clusters Score -458740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -458742.562500 Penalty: 4043.061035
	Iteration 41Q: 3 clusters Score -458742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458743.406250 Penalty: 4043.061035
	Iteration 42Q: 3 clusters Score -458743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458745.500000 Penalty: 4043.061035
	Iteration 43Q: 3 clusters Score -458745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458745.500000 Penalty: 4043.061035
	Iteration 44F: 3 clusters Score -458745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -348093.562500 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -348093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344994.468750 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -344994.5 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345574.968750 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -345575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -345725.718750 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -345725.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -345823.750000 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -345823.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -345886.125000 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -345886.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -345926.375000 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -345926.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -345956.156250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -345956.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -345981.406250 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -345981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -346005.968750 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -346006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -346027.812500 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -346027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -346052.281250 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -346052.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -346072.031250 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -346072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -346098.437500 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -346098.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -346124.312500 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -346124.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -346144.625000 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -346144.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -346158.875000 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -346158.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -346171.843750 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -346171.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -346180.468750 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -346180.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -346189.312500 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -346189.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346200.875000 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -346200.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -346216.125000 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -346216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -346229.812500 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -346229.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -346244.656250 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -346244.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -346261.343750 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -346261.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -346274.125000 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -346274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -346286.468750 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -346286.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -346295.156250 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -346295.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -346305.187500 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -346305.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -346319.625000 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -346319.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -346332.843750 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -346332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -346344.718750 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -346344.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -346351.843750 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -346351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -346361.406250 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -346361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -346368.187500 Penalty: 3927.278564
	Iteration 33Q: 3 clusters Score -346368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -346377.718750 Penalty: 3927.278564
	Iteration 34Q: 3 clusters Score -346377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -346390.281250 Penalty: 3927.278564
	Iteration 35Q: 3 clusters Score -346390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -346397.937500 Penalty: 3927.278564
	Iteration 36Q: 3 clusters Score -346397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -346399.375000 Penalty: 3927.278564
	Iteration 37Q: 3 clusters Score -346399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -346401.281250 Penalty: 3927.278564
	Iteration 38Q: 3 clusters Score -346401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346401.812500 Penalty: 3927.278564
	Iteration 39Q: 3 clusters Score -346401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346401.812500 Penalty: 3927.278564
	Iteration 40F: 3 clusters Score -346401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -110723.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -110723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108857.359375 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -108857.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109191.820312 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -109191.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109343.757812 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -109343.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109421.398438 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -109421.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -109486.312500 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -109486.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109578.585938 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -109578.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109651.226562 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -109651.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109747.789062 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -109747.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109922.101562 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -109922.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110094.226562 Penalty: 3382.728027
	Iteration 9F: 3 clusters Score -110094.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -110147.734375 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -110147.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110197.960938 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -110198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110241.382812 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -110241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110261.109375 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -110261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110272.718750 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -110272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110279.125000 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -110279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110284.125000 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -110284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110289.554688 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -110289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110291.710938 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -110291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110294.023438 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -110294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110294.023438 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -110294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Entering Unmasked Estep 
Score: -4382773.500000 Penalty: 2585.779053
	Iteration 0F: 2 clusters Score -4382774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4359867.000000 Penalty: 5171.558105
	Iteration 0F: 3 clusters Score -4359867 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4368320.500000 Penalty: 5171.558105
	Iteration 1F: 3 clusters Score -4368320 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4369061.500000 Penalty: 5171.558105
	Iteration 2F: 3 clusters Score -4369062 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4369907.500000 Penalty: 5171.558105
	Iteration 3F: 3 clusters Score -4369908 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4371103.500000 Penalty: 5171.558105
	Iteration 4F: 3 clusters Score -4371104 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4372791.500000 Penalty: 5171.558105
	Iteration 5F: 3 clusters Score -4372792 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4374904.000000 Penalty: 5171.558105
	Iteration 6F: 3 clusters Score -4374904 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4377059.500000 Penalty: 5171.558105
	Iteration 7F: 3 clusters Score -4377060 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4378688.500000 Penalty: 5171.558105
	Iteration 8F: 3 clusters Score -4378688 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4379650.500000 Penalty: 5171.558105
	Iteration 9Q: 3 clusters Score -4379650 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4380104.500000 Penalty: 5171.558105
	Iteration 10Q: 3 clusters Score -4380104 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4380292.000000 Penalty: 5171.558105
	Iteration 11Q: 3 clusters Score -4380292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4380396.000000 Penalty: 5171.558105
	Iteration 12Q: 3 clusters Score -4380396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4380437.000000 Penalty: 5171.558105
	Iteration 13Q: 3 clusters Score -4380437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4380468.000000 Penalty: 5171.558105
	Iteration 14Q: 3 clusters Score -4380468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4380496.000000 Penalty: 5171.558105
	Iteration 15Q: 3 clusters Score -4380496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4380504.500000 Penalty: 5171.558105
	Iteration 16Q: 3 clusters Score -4380504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4380507.000000 Penalty: 5171.558105
	Iteration 17Q: 3 clusters Score -4380507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4380508.000000 Penalty: 5171.558105
	Iteration 18Q: 3 clusters Score -4380508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4380508.000000 Penalty: 5171.558105
	Iteration 19F: 3 clusters Score -4380508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -284168.562500 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -284168.6 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 1147 members 
Entering Unmasked Estep 
Score: -281325.625000 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -281325.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -281779.000000 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -281779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281911.968750 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -281912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282001.093750 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -282001.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -282057.625000 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -282057.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -282102.750000 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -282102.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -282127.187500 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -282127.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282142.656250 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -282142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282158.562500 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -282158.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282172.375000 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -282172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282183.781250 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -282183.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282193.812500 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -282193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282198.906250 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -282198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282203.968750 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -282204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282208.187500 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -282208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282211.000000 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -282211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282214.531250 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -282214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282217.437500 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -282217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282219.781250 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -282219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282219.718750 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -282219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282219.718750 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -282219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Entering Unmasked Estep 
Score: -6212730.000000 Penalty: 2682.330811
	Iteration 0F: 2 clusters Score -6212730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -6179353.500000 Penalty: 5364.661621
	Iteration 0F: 3 clusters Score -6179354 nChanged 22945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6192048.000000 Penalty: 5364.661621
	Iteration 1F: 3 clusters Score -6192048 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6192612.500000 Penalty: 5364.661621
	Iteration 2Q: 3 clusters Score -6192612 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -6193351.500000 Penalty: 5364.661621
	Iteration 3Q: 3 clusters Score -6193352 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -6194496.500000 Penalty: 5364.661621
	Iteration 4Q: 3 clusters Score -6194496 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -6196237.500000 Penalty: 5364.661621
	Iteration 5F: 3 clusters Score -6196238 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6198953.000000 Penalty: 5364.661621
	Iteration 6F: 3 clusters Score -6198953 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6202228.500000 Penalty: 5364.661621
	Iteration 7F: 3 clusters Score -6202228 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6205348.000000 Penalty: 5364.661621
	Iteration 8F: 3 clusters Score -6205348 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6207619.500000 Penalty: 5364.661621
	Iteration 9Q: 3 clusters Score -6207620 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6209023.500000 Penalty: 5364.661621
	Iteration 10Q: 3 clusters Score -6209024 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -6209763.500000 Penalty: 5364.661621
	Iteration 11Q: 3 clusters Score -6209764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6210049.500000 Penalty: 5364.661621
	Iteration 12Q: 3 clusters Score -6210050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -6210193.000000 Penalty: 5364.661621
	Iteration 13Q: 3 clusters Score -6210193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6210249.000000 Penalty: 5364.661621
	Iteration 14Q: 3 clusters Score -6210249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -6210283.000000 Penalty: 5364.661621
	Iteration 15Q: 3 clusters Score -6210283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -6210307.500000 Penalty: 5364.661621
	Iteration 16Q: 3 clusters Score -6210308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -6210321.500000 Penalty: 5364.661621
	Iteration 17Q: 3 clusters Score -6210322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -6210339.500000 Penalty: 5364.661621
	Iteration 18Q: 3 clusters Score -6210340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -6210342.500000 Penalty: 5364.661621
	Iteration 19Q: 3 clusters Score -6210342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -6210348.500000 Penalty: 5364.661621
	Iteration 20F: 3 clusters Score -6210348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6210358.000000 Penalty: 5364.661621
	Iteration 21Q: 3 clusters Score -6210358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -6210365.500000 Penalty: 5364.661621
	Iteration 22Q: 3 clusters Score -6210366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -6210366.000000 Penalty: 5364.661621
	Iteration 23Q: 3 clusters Score -6210366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -6210383.000000 Penalty: 5364.661621
	Iteration 24Q: 3 clusters Score -6210383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6210390.500000 Penalty: 5364.661621
	Iteration 25Q: 3 clusters Score -6210390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -6210396.000000 Penalty: 5364.661621
	Iteration 26Q: 3 clusters Score -6210396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6210402.500000 Penalty: 5364.661621
	Iteration 27Q: 3 clusters Score -6210402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -6210416.000000 Penalty: 5364.661621
	Iteration 28Q: 3 clusters Score -6210416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -6210428.000000 Penalty: 5364.661621
	Iteration 29Q: 3 clusters Score -6210428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -6210426.500000 Penalty: 5364.661621
	Iteration 30Q: 3 clusters Score -6210426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6210444.000000 Penalty: 5364.661621
	Iteration 31Q: 3 clusters Score -6210444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6210441.500000 Penalty: 5364.661621
	Iteration 32Q: 3 clusters Score -6210442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -6210441.000000 Penalty: 5364.661621
	Iteration 33Q: 3 clusters Score -6210441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6210438.000000 Penalty: 5364.661621
	Iteration 34Q: 3 clusters Score -6210438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6210438.000000 Penalty: 5364.661621
	Iteration 35F: 3 clusters Score -6210438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Entering Unmasked Estep 
Score: -2166648.000000 Penalty: 2411.656250
	Iteration 0F: 2 clusters Score -2166648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2154794.000000 Penalty: 4823.312500
	Iteration 0F: 3 clusters Score -2154794 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2158810.750000 Penalty: 4823.312500
	Iteration 1F: 3 clusters Score -2158811 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2159350.750000 Penalty: 4823.312500
	Iteration 2F: 3 clusters Score -2159351 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2159979.500000 Penalty: 4823.312500
	Iteration 3F: 3 clusters Score -2159980 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2160712.500000 Penalty: 4823.312500
	Iteration 4F: 3 clusters Score -2160712 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2161609.250000 Penalty: 4823.312500
	Iteration 5F: 3 clusters Score -2161609 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2162587.250000 Penalty: 4823.312500
	Iteration 6F: 3 clusters Score -2162587 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2163473.500000 Penalty: 4823.312500
	Iteration 7F: 3 clusters Score -2163474 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2164094.750000 Penalty: 4823.312500
	Iteration 8Q: 3 clusters Score -2164095 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2164508.750000 Penalty: 4823.312500
	Iteration 9Q: 3 clusters Score -2164509 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2164781.500000 Penalty: 4823.312500
	Iteration 10Q: 3 clusters Score -2164782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2164928.000000 Penalty: 4823.312500
	Iteration 11Q: 3 clusters Score -2164928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2165010.750000 Penalty: 4823.312500
	Iteration 12Q: 3 clusters Score -2165011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2165062.250000 Penalty: 4823.312500
	Iteration 13Q: 3 clusters Score -2165062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2165105.750000 Penalty: 4823.312500
	Iteration 14Q: 3 clusters Score -2165106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2165130.500000 Penalty: 4823.312500
	Iteration 15Q: 3 clusters Score -2165130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2165142.250000 Penalty: 4823.312500
	Iteration 16Q: 3 clusters Score -2165142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2165153.250000 Penalty: 4823.312500
	Iteration 17Q: 3 clusters Score -2165153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2165167.750000 Penalty: 4823.312500
	Iteration 18Q: 3 clusters Score -2165168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2165173.750000 Penalty: 4823.312500
	Iteration 19Q: 3 clusters Score -2165174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2165181.000000 Penalty: 4823.312500
	Iteration 20F: 3 clusters Score -2165181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2165188.750000 Penalty: 4823.312500
	Iteration 21Q: 3 clusters Score -2165189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2165189.000000 Penalty: 4823.312500
	Iteration 22Q: 3 clusters Score -2165189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2165193.750000 Penalty: 4823.312500
	Iteration 23Q: 3 clusters Score -2165194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2165193.500000 Penalty: 4823.312500
	Iteration 24Q: 3 clusters Score -2165194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2165193.250000 Penalty: 4823.312500
	Iteration 25Q: 3 clusters Score -2165193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2165194.500000 Penalty: 4823.312500
	Iteration 26Q: 3 clusters Score -2165194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2165194.500000 Penalty: 4823.312500
	Iteration 27F: 3 clusters Score -2165194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -175167.765625 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -175167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -172898.328125 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -172898.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173404.656250 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -173404.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173758.984375 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -173759 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -174209.406250 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -174209.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174663.265625 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -174663.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -174981.046875 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -174981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -175164.546875 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -175164.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175254.937500 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -175254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -175276.796875 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -175276.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -175297.015625 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -175297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175317.312500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -175317.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175339.468750 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -175339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175369.781250 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -175369.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175412.718750 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -175412.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175461.500000 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -175461.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175510.390625 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -175510.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -175571.796875 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -175571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175595.812500 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -175595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175604.906250 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -175604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175607.125000 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -175607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175607.125000 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -175607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 52638 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187693 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 199131 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
Score: -116056208.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116057344.000000 to -116056208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (52638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Entering Unmasked Estep 
Score: -6797279.500000 Penalty: 2696.056152
	Iteration 0F: 2 clusters Score -6797280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6761765.500000 Penalty: 5392.112305
	Iteration 0F: 3 clusters Score -6761766 nChanged 24318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6775555.000000 Penalty: 5392.112305
	Iteration 1F: 3 clusters Score -6775555 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6776279.500000 Penalty: 5392.112305
	Iteration 2Q: 3 clusters Score -6776280 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6776943.500000 Penalty: 5392.112305
	Iteration 3Q: 3 clusters Score -6776944 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6777676.500000 Penalty: 5392.112305
	Iteration 4Q: 3 clusters Score -6777676 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6778524.000000 Penalty: 5392.112305
	Iteration 5Q: 3 clusters Score -6778524 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -6779412.500000 Penalty: 5392.112305
	Iteration 6Q: 3 clusters Score -6779412 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -6780460.000000 Penalty: 5392.112305
	Iteration 7Q: 3 clusters Score -6780460 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6781696.000000 Penalty: 5392.112305
	Iteration 8Q: 3 clusters Score -6781696 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -6783290.500000 Penalty: 5392.112305
	Iteration 9Q: 3 clusters Score -6783290 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6785212.000000 Penalty: 5392.112305
	Iteration 10F: 3 clusters Score -6785212 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6787123.500000 Penalty: 5392.112305
	Iteration 11F: 3 clusters Score -6787124 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6788464.500000 Penalty: 5392.112305
	Iteration 12Q: 3 clusters Score -6788464 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6789255.500000 Penalty: 5392.112305
	Iteration 13Q: 3 clusters Score -6789256 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6789815.000000 Penalty: 5392.112305
	Iteration 14Q: 3 clusters Score -6789815 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -6790268.500000 Penalty: 5392.112305
	Iteration 15Q: 3 clusters Score -6790268 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6790605.500000 Penalty: 5392.112305
	Iteration 16Q: 3 clusters Score -6790606 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6790878.500000 Penalty: 5392.112305
	Iteration 17Q: 3 clusters Score -6790878 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6791025.500000 Penalty: 5392.112305
	Iteration 18Q: 3 clusters Score -6791026 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -6791228.000000 Penalty: 5392.112305
	Iteration 19Q: 3 clusters Score -6791228 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -6791375.000000 Penalty: 5392.112305
	Iteration 20F: 3 clusters Score -6791375 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6791515.500000 Penalty: 5392.112305
	Iteration 21Q: 3 clusters Score -6791516 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -6791608.500000 Penalty: 5392.112305
	Iteration 22Q: 3 clusters Score -6791608 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -6791691.500000 Penalty: 5392.112305
	Iteration 23Q: 3 clusters Score -6791692 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -6791754.500000 Penalty: 5392.112305
	Iteration 24Q: 3 clusters Score -6791754 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -6791805.000000 Penalty: 5392.112305
	Iteration 25Q: 3 clusters Score -6791805 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6791861.000000 Penalty: 5392.112305
	Iteration 26Q: 3 clusters Score -6791861 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6791912.500000 Penalty: 5392.112305
	Iteration 27Q: 3 clusters Score -6791912 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -6791961.000000 Penalty: 5392.112305
	Iteration 28Q: 3 clusters Score -6791961 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6791987.000000 Penalty: 5392.112305
	Iteration 29Q: 3 clusters Score -6791987 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -6792043.500000 Penalty: 5392.112305
	Iteration 30Q: 3 clusters Score -6792044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -6792085.000000 Penalty: 5392.112305
	Iteration 31Q: 3 clusters Score -6792085 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -6792099.000000 Penalty: 5392.112305
	Iteration 32Q: 3 clusters Score -6792099 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6792129.000000 Penalty: 5392.112305
	Iteration 33Q: 3 clusters Score -6792129 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -6792192.500000 Penalty: 5392.112305
	Iteration 34Q: 3 clusters Score -6792192 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -6792222.500000 Penalty: 5392.112305
	Iteration 35Q: 3 clusters Score -6792222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6792240.000000 Penalty: 5392.112305
	Iteration 36Q: 3 clusters Score -6792240 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6792293.000000 Penalty: 5392.112305
	Iteration 37Q: 3 clusters Score -6792293 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -6792355.000000 Penalty: 5392.112305
	Iteration 38Q: 3 clusters Score -6792355 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -6792408.000000 Penalty: 5392.112305
	Iteration 39Q: 3 clusters Score -6792408 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -6792463.500000 Penalty: 5392.112305
	Iteration 40F: 3 clusters Score -6792464 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -6792525.000000 Penalty: 5392.112305
	Iteration 41Q: 3 clusters Score -6792525 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -6792602.500000 Penalty: 5392.112305
	Iteration 42Q: 3 clusters Score -6792602 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -6792674.000000 Penalty: 5392.112305
	Iteration 43Q: 3 clusters Score -6792674 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6792766.000000 Penalty: 5392.112305
	Iteration 44Q: 3 clusters Score -6792766 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -6792817.000000 Penalty: 5392.112305
	Iteration 45Q: 3 clusters Score -6792817 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -6792871.000000 Penalty: 5392.112305
	Iteration 46Q: 3 clusters Score -6792871 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6792901.500000 Penalty: 5392.112305
	Iteration 47Q: 3 clusters Score -6792902 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -6793001.000000 Penalty: 5392.112305
	Iteration 48Q: 3 clusters Score -6793001 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -6793080.500000 Penalty: 5392.112305
	Iteration 49Q: 3 clusters Score -6793080 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -6793140.500000 Penalty: 5392.112305
	Iteration 50Q: 3 clusters Score -6793140 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -6793227.500000 Penalty: 5392.112305
	Iteration 51Q: 3 clusters Score -6793228 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6793270.000000 Penalty: 5392.112305
	Iteration 52Q: 3 clusters Score -6793270 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -6793379.000000 Penalty: 5392.112305
	Iteration 53Q: 3 clusters Score -6793379 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -6793444.000000 Penalty: 5392.112305
	Iteration 54Q: 3 clusters Score -6793444 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6793528.500000 Penalty: 5392.112305
	Iteration 55Q: 3 clusters Score -6793528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6793643.000000 Penalty: 5392.112305
	Iteration 56Q: 3 clusters Score -6793643 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -6793691.000000 Penalty: 5392.112305
	Iteration 57Q: 3 clusters Score -6793691 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6793756.500000 Penalty: 5392.112305
	Iteration 58Q: 3 clusters Score -6793756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6793857.000000 Penalty: 5392.112305
	Iteration 59Q: 3 clusters Score -6793857 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -6793949.500000 Penalty: 5392.112305
	Iteration 60F: 3 clusters Score -6793950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6793997.500000 Penalty: 5392.112305
	Iteration 61Q: 3 clusters Score -6793998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -6794036.500000 Penalty: 5392.112305
	Iteration 62Q: 3 clusters Score -6794036 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6794125.000000 Penalty: 5392.112305
	Iteration 63Q: 3 clusters Score -6794125 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6794180.000000 Penalty: 5392.112305
	Iteration 64Q: 3 clusters Score -6794180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6794240.500000 Penalty: 5392.112305
	Iteration 65Q: 3 clusters Score -6794240 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6794278.500000 Penalty: 5392.112305
	Iteration 66Q: 3 clusters Score -6794278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6794352.000000 Penalty: 5392.112305
	Iteration 67Q: 3 clusters Score -6794352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6794404.000000 Penalty: 5392.112305
	Iteration 68Q: 3 clusters Score -6794404 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6794433.000000 Penalty: 5392.112305
	Iteration 69Q: 3 clusters Score -6794433 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6794498.000000 Penalty: 5392.112305
	Iteration 70Q: 3 clusters Score -6794498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6794542.000000 Penalty: 5392.112305
	Iteration 71Q: 3 clusters Score -6794542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6794587.500000 Penalty: 5392.112305
	Iteration 72Q: 3 clusters Score -6794588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6794615.000000 Penalty: 5392.112305
	Iteration 73Q: 3 clusters Score -6794615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6794648.000000 Penalty: 5392.112305
	Iteration 74Q: 3 clusters Score -6794648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6794686.000000 Penalty: 5392.112305
	Iteration 75Q: 3 clusters Score -6794686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6794712.000000 Penalty: 5392.112305
	Iteration 76Q: 3 clusters Score -6794712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6794725.500000 Penalty: 5392.112305
	Iteration 77Q: 3 clusters Score -6794726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6794776.500000 Penalty: 5392.112305
	Iteration 78Q: 3 clusters Score -6794776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6794796.500000 Penalty: 5392.112305
	Iteration 79Q: 3 clusters Score -6794796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6794809.500000 Penalty: 5392.112305
	Iteration 80F: 3 clusters Score -6794810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6794845.500000 Penalty: 5392.112305
	Iteration 81Q: 3 clusters Score -6794846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6794875.500000 Penalty: 5392.112305
	Iteration 82Q: 3 clusters Score -6794876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6794875.500000 Penalty: 5392.112305
	Iteration 83Q: 3 clusters Score -6794876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6794880.500000 Penalty: 5392.112305
	Iteration 84Q: 3 clusters Score -6794880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6794887.000000 Penalty: 5392.112305
	Iteration 85Q: 3 clusters Score -6794887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6794897.500000 Penalty: 5392.112305
	Iteration 86Q: 3 clusters Score -6794898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6794912.500000 Penalty: 5392.112305
	Iteration 87Q: 3 clusters Score -6794912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6794931.000000 Penalty: 5392.112305
	Iteration 88Q: 3 clusters Score -6794931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6794942.000000 Penalty: 5392.112305
	Iteration 89Q: 3 clusters Score -6794942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6794942.500000 Penalty: 5392.112305
	Iteration 90Q: 3 clusters Score -6794942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6794951.500000 Penalty: 5392.112305
	Iteration 91Q: 3 clusters Score -6794952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6794965.000000 Penalty: 5392.112305
	Iteration 92Q: 3 clusters Score -6794965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6794977.500000 Penalty: 5392.112305
	Iteration 93Q: 3 clusters Score -6794978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6794970.500000 Penalty: 5392.112305
	Iteration 94Q: 3 clusters Score -6794970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6794965.500000 Penalty: 5392.112305
	Iteration 95Q: 3 clusters Score -6794966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6794976.000000 Penalty: 5392.112305
	Iteration 96Q: 3 clusters Score -6794976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6794988.000000 Penalty: 5392.112305
	Iteration 97Q: 3 clusters Score -6794988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6795001.500000 Penalty: 5392.112305
	Iteration 98Q: 3 clusters Score -6795002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6795008.500000 Penalty: 5392.112305
	Iteration 99Q: 3 clusters Score -6795008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6795007.500000 Penalty: 5392.112305
	Iteration 100F: 3 clusters Score -6795008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6795002.500000 Penalty: 5392.112305
	Iteration 101Q: 3 clusters Score -6795002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6795007.500000 Penalty: 5392.112305
	Iteration 102Q: 3 clusters Score -6795008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6795006.000000 Penalty: 5392.112305
	Iteration 103Q: 3 clusters Score -6795006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6795004.000000 Penalty: 5392.112305
	Iteration 104Q: 3 clusters Score -6795004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6795009.000000 Penalty: 5392.112305
	Iteration 105Q: 3 clusters Score -6795009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6795009.500000 Penalty: 5392.112305
	Iteration 106Q: 3 clusters Score -6795010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6795017.000000 Penalty: 5392.112305
	Iteration 107Q: 3 clusters Score -6795017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6795010.000000 Penalty: 5392.112305
	Iteration 108Q: 3 clusters Score -6795010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6795019.000000 Penalty: 5392.112305
	Iteration 109Q: 3 clusters Score -6795019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6795017.000000 Penalty: 5392.112305
	Iteration 110Q: 3 clusters Score -6795017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6795017.500000 Penalty: 5392.112305
	Iteration 111Q: 3 clusters Score -6795018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6795023.000000 Penalty: 5392.112305
	Iteration 112Q: 3 clusters Score -6795023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6795028.500000 Penalty: 5392.112305
	Iteration 113Q: 3 clusters Score -6795028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6795030.000000 Penalty: 5392.112305
	Iteration 114Q: 3 clusters Score -6795030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6795034.000000 Penalty: 5392.112305
	Iteration 115Q: 3 clusters Score -6795034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6795035.000000 Penalty: 5392.112305
	Iteration 116Q: 3 clusters Score -6795035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6795034.000000 Penalty: 5392.112305
	Iteration 117Q: 3 clusters Score -6795034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6795035.000000 Penalty: 5392.112305
	Iteration 118Q: 3 clusters Score -6795035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6795034.000000 Penalty: 5392.112305
	Iteration 119Q: 3 clusters Score -6795034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6795031.500000 Penalty: 5392.112305
	Iteration 120F: 3 clusters Score -6795032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -336167.125000 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -336167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333053.562500 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -333053.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -333670.656250 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -333670.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -333826.281250 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -333826.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333928.062500 Penalty: 3923.470947
	Iteration 3Q: 3 clusters Score -333928.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333992.156250 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -333992.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -334047.937500 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -334047.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -334105.375000 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -334105.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -334175.687500 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -334175.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -334278.843750 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -334278.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -334416.375000 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -334416.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -334594.437500 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -334594.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -334780.156250 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -334780.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -334955.593750 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -334955.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -335164.312500 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -335164.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -335323.687500 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -335323.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -335474.593750 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -335474.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -335653.125000 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -335653.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -335899.343750 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -335899.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336124.250000 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -336124.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -336259.968750 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -336260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -336296.437500 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -336296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -336310.687500 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -336310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -336314.937500 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -336314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -336317.718750 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -336317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -336318.187500 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -336318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -336318.187500 Penalty: 3923.470947
	Iteration 25F: 3 clusters Score -336318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52638 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187693 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 199131 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
Score: -116056128.000000 Penalty: 74949.453125
Splitting cluster 11 changes total score from -116057344.000000 to -116056128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (237344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237344 members 
Entering Unmasked Estep 
Score: -30344970.000000 Penalty: 3069.562012
	Iteration 0F: 2 clusters Score -3.034497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -30246290.000000 Penalty: 6139.124023
	Iteration 0F: 3 clusters Score -3.024629e+07 nChanged 114315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -30312634.000000 Penalty: 6139.124023
	Iteration 1F: 3 clusters Score -3.031263e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -30313546.000000 Penalty: 6139.124023
	Iteration 2Q: 3 clusters Score -3.031355e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -30314814.000000 Penalty: 6139.124023
	Iteration 3Q: 3 clusters Score -3.031481e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135004 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -30316706.000000 Penalty: 6139.124023
	Iteration 4Q: 3 clusters Score -3.031671e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -30319964.000000 Penalty: 6139.124023
	Iteration 5Q: 3 clusters Score -3.031996e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -30324890.000000 Penalty: 6139.124023
	Iteration 6F: 3 clusters Score -3.032489e+07 nChanged 16628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173044 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -30330666.000000 Penalty: 6139.124023
	Iteration 7F: 3 clusters Score -3.033067e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -30333566.000000 Penalty: 6139.124023
	Iteration 8F: 3 clusters Score -3.033357e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195797 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -30336294.000000 Penalty: 6139.124023
	Iteration 9F: 3 clusters Score -3.033629e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199731 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -30339792.000000 Penalty: 6139.124023
	Iteration 10Q: 3 clusters Score -3.033979e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199918 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -30342980.000000 Penalty: 6139.124023
	Iteration 11Q: 3 clusters Score -3.034298e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198642 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -30344668.000000 Penalty: 6139.124023
	Iteration 12Q: 3 clusters Score -3.034467e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197141 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -30345376.000000 Penalty: 6139.124023
	Iteration 13Q: 3 clusters Score -3.034538e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195583 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -30345674.000000 Penalty: 6139.124023
	Iteration 14Q: 3 clusters Score -3.034567e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -30346188.000000 Penalty: 6139.124023
	Iteration 15Q: 3 clusters Score -3.034619e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192308 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -30346894.000000 Penalty: 6139.124023
	Iteration 16Q: 3 clusters Score -3.034689e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190386 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -30347318.000000 Penalty: 6139.124023
	Iteration 17Q: 3 clusters Score -3.034732e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188297 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -30348080.000000 Penalty: 6139.124023
	Iteration 18Q: 3 clusters Score -3.034808e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185975 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -30348798.000000 Penalty: 6139.124023
	Iteration 19Q: 3 clusters Score -3.03488e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -30349626.000000 Penalty: 6139.124023
	Iteration 20F: 3 clusters Score -3.034963e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -30350594.000000 Penalty: 6139.124023
	Iteration 21Q: 3 clusters Score -3.035059e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -30352052.000000 Penalty: 6139.124023
	Iteration 22Q: 3 clusters Score -3.035205e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175390 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -30352636.000000 Penalty: 6139.124023
	Iteration 23Q: 3 clusters Score -3.035264e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -30353142.000000 Penalty: 6139.124023
	Iteration 24Q: 3 clusters Score -3.035314e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -30353646.000000 Penalty: 6139.124023
	Iteration 25Q: 3 clusters Score -3.035365e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -30354220.000000 Penalty: 6139.124023
	Iteration 26Q: 3 clusters Score -3.035422e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163205 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -30354910.000000 Penalty: 6139.124023
	Iteration 27Q: 3 clusters Score -3.035491e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -30355486.000000 Penalty: 6139.124023
	Iteration 28Q: 3 clusters Score -3.035549e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -30356112.000000 Penalty: 6139.124023
	Iteration 29Q: 3 clusters Score -3.035611e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -30356580.000000 Penalty: 6139.124023
	Iteration 30Q: 3 clusters Score -3.035658e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -30356790.000000 Penalty: 6139.124023
	Iteration 31Q: 3 clusters Score -3.035679e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -30356860.000000 Penalty: 6139.124023
	Iteration 32Q: 3 clusters Score -3.035686e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -30356958.000000 Penalty: 6139.124023
	Iteration 33Q: 3 clusters Score -3.035696e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -30357332.000000 Penalty: 6139.124023
	Iteration 34Q: 3 clusters Score -3.035733e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -30357624.000000 Penalty: 6139.124023
	Iteration 35Q: 3 clusters Score -3.035762e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -30357840.000000 Penalty: 6139.124023
	Iteration 36Q: 3 clusters Score -3.035784e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -30357882.000000 Penalty: 6139.124023
	Iteration 37Q: 3 clusters Score -3.035788e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133997 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -30358004.000000 Penalty: 6139.124023
	Iteration 38Q: 3 clusters Score -3.0358e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -30358058.000000 Penalty: 6139.124023
	Iteration 39Q: 3 clusters Score -3.035806e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -30358386.000000 Penalty: 6139.124023
	Iteration 40F: 3 clusters Score -3.035839e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 111019 members 
Entering Unmasked Estep 
Score: -30358652.000000 Penalty: 6139.124023
	Iteration 41Q: 3 clusters Score -3.035865e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -30358908.000000 Penalty: 6139.124023
	Iteration 42Q: 3 clusters Score -3.035891e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -30359028.000000 Penalty: 6139.124023
	Iteration 43Q: 3 clusters Score -3.035903e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -30359152.000000 Penalty: 6139.124023
	Iteration 44Q: 3 clusters Score -3.035915e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 122167 members 
Entering Unmasked Estep 
Score: -30359342.000000 Penalty: 6139.124023
	Iteration 45Q: 3 clusters Score -3.035934e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 125334 members 
Entering Unmasked Estep 
Score: -30359658.000000 Penalty: 6139.124023
	Iteration 46Q: 3 clusters Score -3.035966e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -30359674.000000 Penalty: 6139.124023
	Iteration 47Q: 3 clusters Score -3.035967e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -30359780.000000 Penalty: 6139.124023
	Iteration 48Q: 3 clusters Score -3.035978e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -30360186.000000 Penalty: 6139.124023
	Iteration 49Q: 3 clusters Score -3.036019e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -30360866.000000 Penalty: 6139.124023
	Iteration 50Q: 3 clusters Score -3.036087e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -30360996.000000 Penalty: 6139.124023
	Iteration 51Q: 3 clusters Score -3.0361e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 164784 members 
Entering Unmasked Estep 
Score: -30360668.000000 Penalty: 6139.124023
	Iteration 52Q: 3 clusters Score -3.036067e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -30360050.000000 Penalty: 6139.124023
	Iteration 53F: 3 clusters Score -3.036005e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 194354 members 
Entering Unmasked Estep 
Score: -30356064.000000 Penalty: 6139.124023
	Iteration 54F: 3 clusters Score -3.035606e+07 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 210925 members 
Entering Unmasked Estep 
Score: -30350512.000000 Penalty: 6139.124023
	Iteration 55F: 3 clusters Score -3.035051e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 222160 members 
Entering Unmasked Estep 
Score: -30346228.000000 Penalty: 6139.124023
	Iteration 56Q: 3 clusters Score -3.034623e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 228015 members 
Entering Unmasked Estep 
Score: -30344226.000000 Penalty: 6139.124023
	Iteration 57Q: 3 clusters Score -3.034423e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 231254 members 
Entering Unmasked Estep 
Score: -30343356.000000 Penalty: 6139.124023
	Iteration 58Q: 3 clusters Score -3.034336e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 233194 members 
Entering Unmasked Estep 
Score: -30342930.000000 Penalty: 6139.124023
	Iteration 59Q: 3 clusters Score -3.034293e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 234454 members 
Entering Unmasked Estep 
Score: -30342740.000000 Penalty: 6139.124023
	Iteration 60F: 3 clusters Score -3.034274e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 235284 members 
Entering Unmasked Estep 
Score: -30342618.000000 Penalty: 6139.124023
	Iteration 61Q: 3 clusters Score -3.034262e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 235805 members 
Entering Unmasked Estep 
Score: -30342616.000000 Penalty: 6139.124023
	Iteration 62Q: 3 clusters Score -3.034262e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 236176 members 
Entering Unmasked Estep 
Score: -30342536.000000 Penalty: 6139.124023
	Iteration 63Q: 3 clusters Score -3.034254e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 236400 members 
Entering Unmasked Estep 
Score: -30342590.000000 Penalty: 6139.124023
	Iteration 64Q: 3 clusters Score -3.034259e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 236536 members 
Entering Unmasked Estep 
Score: -30342624.000000 Penalty: 6139.124023
	Iteration 65Q: 3 clusters Score -3.034262e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -30342574.000000 Penalty: 6139.124023
	Iteration 66Q: 3 clusters Score -3.034257e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 236707 members 
Entering Unmasked Estep 
Score: -30342570.000000 Penalty: 6139.124023
	Iteration 67Q: 3 clusters Score -3.034257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 236748 members 
Entering Unmasked Estep 
Score: -30342596.000000 Penalty: 6139.124023
	Iteration 68Q: 3 clusters Score -3.03426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 236780 members 
Entering Unmasked Estep 
Score: -30342594.000000 Penalty: 6139.124023
	Iteration 69Q: 3 clusters Score -3.034259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 236804 members 
Entering Unmasked Estep 
Score: -30342622.000000 Penalty: 6139.124023
	Iteration 70Q: 3 clusters Score -3.034262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 236817 members 
Entering Unmasked Estep 
Score: -30342592.000000 Penalty: 6139.124023
	Iteration 71Q: 3 clusters Score -3.034259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 236832 members 
Entering Unmasked Estep 
Score: -30342596.000000 Penalty: 6139.124023
	Iteration 72Q: 3 clusters Score -3.03426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 236842 members 
Entering Unmasked Estep 
Score: -30342594.000000 Penalty: 6139.124023
	Iteration 73Q: 3 clusters Score -3.034259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 236853 members 
Entering Unmasked Estep 
Score: -30342580.000000 Penalty: 6139.124023
	Iteration 74Q: 3 clusters Score -3.034258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 236857 members 
Entering Unmasked Estep 
Score: -30342590.000000 Penalty: 6139.124023
	Iteration 75Q: 3 clusters Score -3.034259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 236861 members 
Entering Unmasked Estep 
Score: -30342604.000000 Penalty: 6139.124023
	Iteration 76Q: 3 clusters Score -3.03426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 236869 members 
Entering Unmasked Estep 
Score: -30342610.000000 Penalty: 6139.124023
	Iteration 77Q: 3 clusters Score -3.034261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 236878 members 
Entering Unmasked Estep 
Score: -30342586.000000 Penalty: 6139.124023
	Iteration 78Q: 3 clusters Score -3.034259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 236885 members 
Entering Unmasked Estep 
Score: -30342610.000000 Penalty: 6139.124023
	Iteration 79Q: 3 clusters Score -3.034261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 236888 members 
Entering Unmasked Estep 
Score: -30342620.000000 Penalty: 6139.124023
	Iteration 80F: 3 clusters Score -3.034262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 236889 members 
Entering Unmasked Estep 
Score: -30342608.000000 Penalty: 6139.124023
	Iteration 81Q: 3 clusters Score -3.034261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 236895 members 
Entering Unmasked Estep 
Score: -30342602.000000 Penalty: 6139.124023
	Iteration 82Q: 3 clusters Score -3.03426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 236902 members 
Entering Unmasked Estep 
Score: -30342610.000000 Penalty: 6139.124023
	Iteration 83Q: 3 clusters Score -3.034261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 236908 members 
Entering Unmasked Estep 
Score: -30342584.000000 Penalty: 6139.124023
	Iteration 84Q: 3 clusters Score -3.034258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 236908 members 
Entering Unmasked Estep 
Score: -30342618.000000 Penalty: 6139.124023
	Iteration 85Q: 3 clusters Score -3.034262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 236909 members 
Entering Unmasked Estep 
Score: -30342626.000000 Penalty: 6139.124023
	Iteration 86Q: 3 clusters Score -3.034263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 236912 members 
Entering Unmasked Estep 
Score: -30342642.000000 Penalty: 6139.124023
	Iteration 87Q: 3 clusters Score -3.034264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 236914 members 
Entering Unmasked Estep 
Score: -30342632.000000 Penalty: 6139.124023
	Iteration 88Q: 3 clusters Score -3.034263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 236914 members 
Entering Unmasked Estep 
Score: -30342632.000000 Penalty: 6139.124023
	Iteration 89F: 3 clusters Score -3.034263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48029.046875 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48029.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46594.023438 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -46594.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46847.152344 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -46847.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47013.433594 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -47013.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47219.519531 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -47219.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47421.246094 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47421.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47557.921875 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47557.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47591.015625 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47591.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47603.851562 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -47603.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47627.238281 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -47627.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47656.593750 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -47656.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47672.757812 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -47672.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47695.808594 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -47695.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47716.382812 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -47716.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47748.687500 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -47748.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47771.031250 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -47771.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47780.617188 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -47780.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47790.179688 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -47790.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47790.179688 Penalty: 3022.410645
	Iteration 17F: 3 clusters Score -47790.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40041.054688 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40041.05 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 196 members 
Entering Unmasked Estep 
Score: -38700.500000 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38700.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38825.296875 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38852.550781 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38852.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38872.765625 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38872.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38874.917969 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38874.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38878.042969 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38878.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38883.804688 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -38883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38883.804688 Penalty: 2927.706055
	Iteration 7F: 3 clusters Score -38883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -544047.312500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -544047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -539818.625000 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -539818.6 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -540781.687500 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -540781.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -540951.125000 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -540951.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -541057.250000 Penalty: 4171.165527
	Iteration 3Q: 3 clusters Score -541057.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -541144.312500 Penalty: 4171.165527
	Iteration 4Q: 3 clusters Score -541144.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -541211.312500 Penalty: 4171.165527
	Iteration 5Q: 3 clusters Score -541211.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -541271.062500 Penalty: 4171.165527
	Iteration 6Q: 3 clusters Score -541271.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -541319.750000 Penalty: 4171.165527
	Iteration 7Q: 3 clusters Score -541319.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -541365.687500 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -541365.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -541406.687500 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -541406.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -541455.187500 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -541455.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -541515.750000 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -541515.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -541563.750000 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -541563.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -541611.500000 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -541611.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -541657.250000 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -541657.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -541708.125000 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -541708.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -541807.937500 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -541807.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -541949.937500 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -541949.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -542141.437500 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -542141.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -542348.312500 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -542348.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -542507.500000 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -542507.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -542624.562500 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -542624.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -542723.812500 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -542723.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -542833.187500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -542833.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -542926.062500 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -542926.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -543050.250000 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -543050.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -543184.500000 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -543184.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -543273.687500 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -543273.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -543332.500000 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -543332.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -543371.375000 Penalty: 4171.165527
	Iteration 29Q: 3 clusters Score -543371.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -543408.562500 Penalty: 4171.165527
	Iteration 30Q: 3 clusters Score -543408.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -543424.437500 Penalty: 4171.165527
	Iteration 31Q: 3 clusters Score -543424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -543431.750000 Penalty: 4171.165527
	Iteration 32Q: 3 clusters Score -543431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -543436.375000 Penalty: 4171.165527
	Iteration 33Q: 3 clusters Score -543436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -543437.812500 Penalty: 4171.165527
	Iteration 34Q: 3 clusters Score -543437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -543437.812500 Penalty: 4171.165527
	Iteration 35Q: 3 clusters Score -543437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -543437.812500 Penalty: 4171.165527
	Iteration 36F: 3 clusters Score -543437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (187693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187693 members 
Entering Unmasked Estep 
Score: -23912918.000000 Penalty: 3011.355469
	Iteration 0F: 2 clusters Score -2.391292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -23791804.000000 Penalty: 6022.710938
	Iteration 0F: 3 clusters Score -2.37918e+07 nChanged 89749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -23844352.000000 Penalty: 6022.710938
	Iteration 1F: 3 clusters Score -2.384435e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -23846860.000000 Penalty: 6022.710938
	Iteration 2Q: 3 clusters Score -2.384686e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -23850208.000000 Penalty: 6022.710938
	Iteration 3Q: 3 clusters Score -2.385021e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -23855224.000000 Penalty: 6022.710938
	Iteration 4Q: 3 clusters Score -2.385522e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -23861470.000000 Penalty: 6022.710938
	Iteration 5F: 3 clusters Score -2.386147e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -23869622.000000 Penalty: 6022.710938
	Iteration 6F: 3 clusters Score -2.386962e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -23879390.000000 Penalty: 6022.710938
	Iteration 7F: 3 clusters Score -2.387939e+07 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -23887802.000000 Penalty: 6022.710938
	Iteration 8F: 3 clusters Score -2.38878e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -23893102.000000 Penalty: 6022.710938
	Iteration 9F: 3 clusters Score -2.38931e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -23895612.000000 Penalty: 6022.710938
	Iteration 10Q: 3 clusters Score -2.389561e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -23897028.000000 Penalty: 6022.710938
	Iteration 11Q: 3 clusters Score -2.389703e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -23898390.000000 Penalty: 6022.710938
	Iteration 12Q: 3 clusters Score -2.389839e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -23899530.000000 Penalty: 6022.710938
	Iteration 13Q: 3 clusters Score -2.389953e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -23900744.000000 Penalty: 6022.710938
	Iteration 14Q: 3 clusters Score -2.390074e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 132620 members 
Entering Unmasked Estep 
Score: -23901714.000000 Penalty: 6022.710938
	Iteration 15Q: 3 clusters Score -2.390171e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -23902390.000000 Penalty: 6022.710938
	Iteration 16Q: 3 clusters Score -2.390239e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -23903138.000000 Penalty: 6022.710938
	Iteration 17Q: 3 clusters Score -2.390314e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -23903876.000000 Penalty: 6022.710938
	Iteration 18Q: 3 clusters Score -2.390388e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -23904460.000000 Penalty: 6022.710938
	Iteration 19Q: 3 clusters Score -2.390446e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
Score: -23905206.000000 Penalty: 6022.710938
	Iteration 20F: 3 clusters Score -2.390521e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -23905772.000000 Penalty: 6022.710938
	Iteration 21Q: 3 clusters Score -2.390577e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 148877 members 
Entering Unmasked Estep 
Score: -23906298.000000 Penalty: 6022.710938
	Iteration 22Q: 3 clusters Score -2.39063e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -23906920.000000 Penalty: 6022.710938
	Iteration 23Q: 3 clusters Score -2.390692e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -23907484.000000 Penalty: 6022.710938
	Iteration 24Q: 3 clusters Score -2.390748e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -23908150.000000 Penalty: 6022.710938
	Iteration 25Q: 3 clusters Score -2.390815e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 158498 members 
Entering Unmasked Estep 
Score: -23908660.000000 Penalty: 6022.710938
	Iteration 26Q: 3 clusters Score -2.390866e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -23909092.000000 Penalty: 6022.710938
	Iteration 27Q: 3 clusters Score -2.390909e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -23909558.000000 Penalty: 6022.710938
	Iteration 28Q: 3 clusters Score -2.390956e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -23910258.000000 Penalty: 6022.710938
	Iteration 29Q: 3 clusters Score -2.391026e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -23910726.000000 Penalty: 6022.710938
	Iteration 30Q: 3 clusters Score -2.391073e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -23910988.000000 Penalty: 6022.710938
	Iteration 31Q: 3 clusters Score -2.391099e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -23911380.000000 Penalty: 6022.710938
	Iteration 32Q: 3 clusters Score -2.391138e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -23911660.000000 Penalty: 6022.710938
	Iteration 33Q: 3 clusters Score -2.391166e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 178759 members 
Entering Unmasked Estep 
Score: -23911792.000000 Penalty: 6022.710938
	Iteration 34Q: 3 clusters Score -2.391179e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 180159 members 
Entering Unmasked Estep 
Score: -23911796.000000 Penalty: 6022.710938
	Iteration 35Q: 3 clusters Score -2.39118e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 181311 members 
Entering Unmasked Estep 
Score: -23911858.000000 Penalty: 6022.710938
	Iteration 36Q: 3 clusters Score -2.391186e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -23911912.000000 Penalty: 6022.710938
	Iteration 37Q: 3 clusters Score -2.391191e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 182835 members 
Entering Unmasked Estep 
Score: -23911944.000000 Penalty: 6022.710938
	Iteration 38Q: 3 clusters Score -2.391194e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -23911914.000000 Penalty: 6022.710938
	Iteration 39Q: 3 clusters Score -2.391191e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 183686 members 
Entering Unmasked Estep 
Score: -23912044.000000 Penalty: 6022.710938
	Iteration 40F: 3 clusters Score -2.391204e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 184212 members 
Entering Unmasked Estep 
Score: -23912158.000000 Penalty: 6022.710938
	Iteration 41Q: 3 clusters Score -2.391216e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -23912060.000000 Penalty: 6022.710938
	Iteration 42Q: 3 clusters Score -2.391206e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 184874 members 
Entering Unmasked Estep 
Score: -23912050.000000 Penalty: 6022.710938
	Iteration 43Q: 3 clusters Score -2.391205e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 185074 members 
Entering Unmasked Estep 
Score: -23912026.000000 Penalty: 6022.710938
	Iteration 44Q: 3 clusters Score -2.391203e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 185221 members 
Entering Unmasked Estep 
Score: -23912012.000000 Penalty: 6022.710938
	Iteration 45Q: 3 clusters Score -2.391201e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 185346 members 
Entering Unmasked Estep 
Score: -23911968.000000 Penalty: 6022.710938
	Iteration 46Q: 3 clusters Score -2.391197e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -23911964.000000 Penalty: 6022.710938
	Iteration 47Q: 3 clusters Score -2.391196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 185507 members 
Entering Unmasked Estep 
Score: -23911938.000000 Penalty: 6022.710938
	Iteration 48Q: 3 clusters Score -2.391194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 185557 members 
Entering Unmasked Estep 
Score: -23911938.000000 Penalty: 6022.710938
	Iteration 49Q: 3 clusters Score -2.391194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 185611 members 
Entering Unmasked Estep 
Score: -23911912.000000 Penalty: 6022.710938
	Iteration 50Q: 3 clusters Score -2.391191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -23911960.000000 Penalty: 6022.710938
	Iteration 51Q: 3 clusters Score -2.391196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 185706 members 
Entering Unmasked Estep 
Score: -23911932.000000 Penalty: 6022.710938
	Iteration 52Q: 3 clusters Score -2.391193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 185749 members 
Entering Unmasked Estep 
Score: -23911928.000000 Penalty: 6022.710938
	Iteration 53Q: 3 clusters Score -2.391193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -23911902.000000 Penalty: 6022.710938
	Iteration 54Q: 3 clusters Score -2.39119e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -23911900.000000 Penalty: 6022.710938
	Iteration 55Q: 3 clusters Score -2.39119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 185882 members 
Entering Unmasked Estep 
Score: -23911842.000000 Penalty: 6022.710938
	Iteration 56Q: 3 clusters Score -2.391184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -23911836.000000 Penalty: 6022.710938
	Iteration 57Q: 3 clusters Score -2.391184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 185962 members 
Entering Unmasked Estep 
Score: -23911810.000000 Penalty: 6022.710938
	Iteration 58Q: 3 clusters Score -2.391181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 186003 members 
Entering Unmasked Estep 
Score: -23911854.000000 Penalty: 6022.710938
	Iteration 59Q: 3 clusters Score -2.391185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 186027 members 
Entering Unmasked Estep 
Score: -23911868.000000 Penalty: 6022.710938
	Iteration 60F: 3 clusters Score -2.391187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 186045 members 
Entering Unmasked Estep 
Score: -23911878.000000 Penalty: 6022.710938
	Iteration 61Q: 3 clusters Score -2.391188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 186061 members 
Entering Unmasked Estep 
Score: -23911850.000000 Penalty: 6022.710938
	Iteration 62Q: 3 clusters Score -2.391185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -23911840.000000 Penalty: 6022.710938
	Iteration 63Q: 3 clusters Score -2.391184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 186090 members 
Entering Unmasked Estep 
Score: -23911822.000000 Penalty: 6022.710938
	Iteration 64Q: 3 clusters Score -2.391182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 186101 members 
Entering Unmasked Estep 
Score: -23911844.000000 Penalty: 6022.710938
	Iteration 65Q: 3 clusters Score -2.391184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -23911834.000000 Penalty: 6022.710938
	Iteration 66Q: 3 clusters Score -2.391183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 186115 members 
Entering Unmasked Estep 
Score: -23911838.000000 Penalty: 6022.710938
	Iteration 67Q: 3 clusters Score -2.391184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -23911814.000000 Penalty: 6022.710938
	Iteration 68Q: 3 clusters Score -2.391181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 186123 members 
Entering Unmasked Estep 
Score: -23911822.000000 Penalty: 6022.710938
	Iteration 69Q: 3 clusters Score -2.391182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -23911834.000000 Penalty: 6022.710938
	Iteration 70Q: 3 clusters Score -2.391183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 186125 members 
Entering Unmasked Estep 
Score: -23911844.000000 Penalty: 6022.710938
	Iteration 71Q: 3 clusters Score -2.391184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 186130 members 
Entering Unmasked Estep 
Score: -23911826.000000 Penalty: 6022.710938
	Iteration 72Q: 3 clusters Score -2.391183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 186133 members 
Entering Unmasked Estep 
Score: -23911818.000000 Penalty: 6022.710938
	Iteration 73Q: 3 clusters Score -2.391182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -23911826.000000 Penalty: 6022.710938
	Iteration 74Q: 3 clusters Score -2.391183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -23911826.000000 Penalty: 6022.710938
	Iteration 75F: 3 clusters Score -2.391183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -33480.910156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -33480.91 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 162 members 
Entering Unmasked Estep 
Score: -32279.435547 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -32279.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32377.070312 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -32377.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32409.541016 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -32409.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32411.642578 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -32411.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32414.439453 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -32414.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32417.248047 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -32417.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32423.345703 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -32423.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32427.855469 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -32427.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32427.855469 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -32427.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199131 members 
Entering Unmasked Estep 
Score: -25362464.000000 Penalty: 3026.026123
	Iteration 0F: 2 clusters Score -2.536246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -25233960.000000 Penalty: 6052.052246
	Iteration 0F: 3 clusters Score -2.523396e+07 nChanged 95613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -25290302.000000 Penalty: 6052.052246
	Iteration 1F: 3 clusters Score -2.52903e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -25292232.000000 Penalty: 6052.052246
	Iteration 2Q: 3 clusters Score -2.529223e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -25295182.000000 Penalty: 6052.052246
	Iteration 3Q: 3 clusters Score -2.529518e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 111670 members 
Entering Unmasked Estep 
Score: -25299718.000000 Penalty: 6052.052246
	Iteration 4F: 3 clusters Score -2.529972e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -25306680.000000 Penalty: 6052.052246
	Iteration 5F: 3 clusters Score -2.530668e+07 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -25317162.000000 Penalty: 6052.052246
	Iteration 6F: 3 clusters Score -2.531716e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -25330428.000000 Penalty: 6052.052246
	Iteration 7F: 3 clusters Score -2.533043e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -25341978.000000 Penalty: 6052.052246
	Iteration 8F: 3 clusters Score -2.534198e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 145938 members 
Entering Unmasked Estep 
Score: -25347368.000000 Penalty: 6052.052246
	Iteration 9Q: 3 clusters Score -2.534737e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 148715 members 
Entering Unmasked Estep 
Score: -25349646.000000 Penalty: 6052.052246
	Iteration 10Q: 3 clusters Score -2.534965e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -25350972.000000 Penalty: 6052.052246
	Iteration 11Q: 3 clusters Score -2.535097e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -25351980.000000 Penalty: 6052.052246
	Iteration 12Q: 3 clusters Score -2.535198e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -25352900.000000 Penalty: 6052.052246
	Iteration 13Q: 3 clusters Score -2.53529e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 157354 members 
Entering Unmasked Estep 
Score: -25353848.000000 Penalty: 6052.052246
	Iteration 14Q: 3 clusters Score -2.535385e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -25354608.000000 Penalty: 6052.052246
	Iteration 15Q: 3 clusters Score -2.535461e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 162170 members 
Entering Unmasked Estep 
Score: -25355270.000000 Penalty: 6052.052246
	Iteration 16Q: 3 clusters Score -2.535527e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -25355916.000000 Penalty: 6052.052246
	Iteration 17Q: 3 clusters Score -2.535592e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -25356502.000000 Penalty: 6052.052246
	Iteration 18Q: 3 clusters Score -2.53565e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -25357160.000000 Penalty: 6052.052246
	Iteration 19Q: 3 clusters Score -2.535716e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -25357708.000000 Penalty: 6052.052246
	Iteration 20F: 3 clusters Score -2.535771e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -25358430.000000 Penalty: 6052.052246
	Iteration 21Q: 3 clusters Score -2.535843e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -25358816.000000 Penalty: 6052.052246
	Iteration 22Q: 3 clusters Score -2.535882e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 181760 members 
Entering Unmasked Estep 
Score: -25359114.000000 Penalty: 6052.052246
	Iteration 23Q: 3 clusters Score -2.535911e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 184187 members 
Entering Unmasked Estep 
Score: -25359342.000000 Penalty: 6052.052246
	Iteration 24Q: 3 clusters Score -2.535934e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 186324 members 
Entering Unmasked Estep 
Score: -25359580.000000 Penalty: 6052.052246
	Iteration 25Q: 3 clusters Score -2.535958e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 188124 members 
Entering Unmasked Estep 
Score: -25359744.000000 Penalty: 6052.052246
	Iteration 26Q: 3 clusters Score -2.535974e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 189639 members 
Entering Unmasked Estep 
Score: -25360032.000000 Penalty: 6052.052246
	Iteration 27Q: 3 clusters Score -2.536003e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 190934 members 
Entering Unmasked Estep 
Score: -25360274.000000 Penalty: 6052.052246
	Iteration 28Q: 3 clusters Score -2.536027e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 192015 members 
Entering Unmasked Estep 
Score: -25360466.000000 Penalty: 6052.052246
	Iteration 29Q: 3 clusters Score -2.536047e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -25360570.000000 Penalty: 6052.052246
	Iteration 30Q: 3 clusters Score -2.536057e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 193616 members 
Entering Unmasked Estep 
Score: -25360558.000000 Penalty: 6052.052246
	Iteration 31Q: 3 clusters Score -2.536056e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 194259 members 
Entering Unmasked Estep 
Score: -25360600.000000 Penalty: 6052.052246
	Iteration 32Q: 3 clusters Score -2.53606e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 194793 members 
Entering Unmasked Estep 
Score: -25360548.000000 Penalty: 6052.052246
	Iteration 33Q: 3 clusters Score -2.536055e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 195219 members 
Entering Unmasked Estep 
Score: -25360556.000000 Penalty: 6052.052246
	Iteration 34Q: 3 clusters Score -2.536056e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 195589 members 
Entering Unmasked Estep 
Score: -25360584.000000 Penalty: 6052.052246
	Iteration 35Q: 3 clusters Score -2.536058e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 195890 members 
Entering Unmasked Estep 
Score: -25360540.000000 Penalty: 6052.052246
	Iteration 36Q: 3 clusters Score -2.536054e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 196134 members 
Entering Unmasked Estep 
Score: -25360602.000000 Penalty: 6052.052246
	Iteration 37Q: 3 clusters Score -2.53606e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 196352 members 
Entering Unmasked Estep 
Score: -25360586.000000 Penalty: 6052.052246
	Iteration 38Q: 3 clusters Score -2.536059e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -25360564.000000 Penalty: 6052.052246
	Iteration 39Q: 3 clusters Score -2.536056e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 196728 members 
Entering Unmasked Estep 
Score: -25360530.000000 Penalty: 6052.052246
	Iteration 40F: 3 clusters Score -2.536053e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 196882 members 
Entering Unmasked Estep 
Score: -25360520.000000 Penalty: 6052.052246
	Iteration 41Q: 3 clusters Score -2.536052e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -25360514.000000 Penalty: 6052.052246
	Iteration 42Q: 3 clusters Score -2.536051e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 197131 members 
Entering Unmasked Estep 
Score: -25360460.000000 Penalty: 6052.052246
	Iteration 43Q: 3 clusters Score -2.536046e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 197225 members 
Entering Unmasked Estep 
Score: -25360458.000000 Penalty: 6052.052246
	Iteration 44Q: 3 clusters Score -2.536046e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 197312 members 
Entering Unmasked Estep 
Score: -25360452.000000 Penalty: 6052.052246
	Iteration 45Q: 3 clusters Score -2.536045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 197400 members 
Entering Unmasked Estep 
Score: -25360454.000000 Penalty: 6052.052246
	Iteration 46Q: 3 clusters Score -2.536045e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 197467 members 
Entering Unmasked Estep 
Score: -25360452.000000 Penalty: 6052.052246
	Iteration 47Q: 3 clusters Score -2.536045e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -25360442.000000 Penalty: 6052.052246
	Iteration 48Q: 3 clusters Score -2.536044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 197563 members 
Entering Unmasked Estep 
Score: -25360440.000000 Penalty: 6052.052246
	Iteration 49Q: 3 clusters Score -2.536044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 197600 members 
Entering Unmasked Estep 
Score: -25360422.000000 Penalty: 6052.052246
	Iteration 50Q: 3 clusters Score -2.536042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 197649 members 
Entering Unmasked Estep 
Score: -25360416.000000 Penalty: 6052.052246
	Iteration 51Q: 3 clusters Score -2.536042e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 197702 members 
Entering Unmasked Estep 
Score: -25360452.000000 Penalty: 6052.052246
	Iteration 52Q: 3 clusters Score -2.536045e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 197745 members 
Entering Unmasked Estep 
Score: -25360470.000000 Penalty: 6052.052246
	Iteration 53Q: 3 clusters Score -2.536047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 197787 members 
Entering Unmasked Estep 
Score: -25360504.000000 Penalty: 6052.052246
	Iteration 54Q: 3 clusters Score -2.53605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 197819 members 
Entering Unmasked Estep 
Score: -25360486.000000 Penalty: 6052.052246
	Iteration 55Q: 3 clusters Score -2.536049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 197840 members 
Entering Unmasked Estep 
Score: -25360496.000000 Penalty: 6052.052246
	Iteration 56Q: 3 clusters Score -2.53605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 197858 members 
Entering Unmasked Estep 
Score: -25360520.000000 Penalty: 6052.052246
	Iteration 57Q: 3 clusters Score -2.536052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 197877 members 
Entering Unmasked Estep 
Score: -25360538.000000 Penalty: 6052.052246
	Iteration 58Q: 3 clusters Score -2.536054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -25360534.000000 Penalty: 6052.052246
	Iteration 59Q: 3 clusters Score -2.536053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 197923 members 
Entering Unmasked Estep 
Score: -25360538.000000 Penalty: 6052.052246
	Iteration 60F: 3 clusters Score -2.536054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 197941 members 
Entering Unmasked Estep 
Score: -25360516.000000 Penalty: 6052.052246
	Iteration 61Q: 3 clusters Score -2.536052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 197953 members 
Entering Unmasked Estep 
Score: -25360512.000000 Penalty: 6052.052246
	Iteration 62Q: 3 clusters Score -2.536051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 197968 members 
Entering Unmasked Estep 
Score: -25360518.000000 Penalty: 6052.052246
	Iteration 63Q: 3 clusters Score -2.536052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 197981 members 
Entering Unmasked Estep 
Score: -25360520.000000 Penalty: 6052.052246
	Iteration 64Q: 3 clusters Score -2.536052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 197994 members 
Entering Unmasked Estep 
Score: -25360498.000000 Penalty: 6052.052246
	Iteration 65Q: 3 clusters Score -2.53605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 198005 members 
Entering Unmasked Estep 
Score: -25360504.000000 Penalty: 6052.052246
	Iteration 66Q: 3 clusters Score -2.53605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 198015 members 
Entering Unmasked Estep 
Score: -25360520.000000 Penalty: 6052.052246
	Iteration 67Q: 3 clusters Score -2.536052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 198021 members 
Entering Unmasked Estep 
Score: -25360494.000000 Penalty: 6052.052246
	Iteration 68Q: 3 clusters Score -2.536049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 198032 members 
Entering Unmasked Estep 
Score: -25360492.000000 Penalty: 6052.052246
	Iteration 69Q: 3 clusters Score -2.536049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 198039 members 
Entering Unmasked Estep 
Score: -25360486.000000 Penalty: 6052.052246
	Iteration 70Q: 3 clusters Score -2.536049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 198046 members 
Entering Unmasked Estep 
Score: -25360484.000000 Penalty: 6052.052246
	Iteration 71Q: 3 clusters Score -2.536048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 198052 members 
Entering Unmasked Estep 
Score: -25360486.000000 Penalty: 6052.052246
	Iteration 72Q: 3 clusters Score -2.536049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 198057 members 
Entering Unmasked Estep 
Score: -25360492.000000 Penalty: 6052.052246
	Iteration 73Q: 3 clusters Score -2.536049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 198065 members 
Entering Unmasked Estep 
Score: -25360484.000000 Penalty: 6052.052246
	Iteration 74Q: 3 clusters Score -2.536048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 198076 members 
Entering Unmasked Estep 
Score: -25360490.000000 Penalty: 6052.052246
	Iteration 75Q: 3 clusters Score -2.536049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -25360474.000000 Penalty: 6052.052246
	Iteration 76Q: 3 clusters Score -2.536047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 198093 members 
Entering Unmasked Estep 
Score: -25360496.000000 Penalty: 6052.052246
	Iteration 77Q: 3 clusters Score -2.53605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 198102 members 
Entering Unmasked Estep 
Score: -25360498.000000 Penalty: 6052.052246
	Iteration 78Q: 3 clusters Score -2.53605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 198107 members 
Entering Unmasked Estep 
Score: -25360496.000000 Penalty: 6052.052246
	Iteration 79Q: 3 clusters Score -2.53605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 198116 members 
Entering Unmasked Estep 
Score: -25360502.000000 Penalty: 6052.052246
	Iteration 80F: 3 clusters Score -2.53605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 198127 members 
Entering Unmasked Estep 
Score: -25360482.000000 Penalty: 6052.052246
	Iteration 81Q: 3 clusters Score -2.536048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 198134 members 
Entering Unmasked Estep 
Score: -25360464.000000 Penalty: 6052.052246
	Iteration 82Q: 3 clusters Score -2.536046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 198139 members 
Entering Unmasked Estep 
Score: -25360476.000000 Penalty: 6052.052246
	Iteration 83Q: 3 clusters Score -2.536048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 198141 members 
Entering Unmasked Estep 
Score: -25360476.000000 Penalty: 6052.052246
	Iteration 84Q: 3 clusters Score -2.536048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 198142 members 
Entering Unmasked Estep 
Score: -25360460.000000 Penalty: 6052.052246
	Iteration 85Q: 3 clusters Score -2.536046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 198147 members 
Entering Unmasked Estep 
Score: -25360470.000000 Penalty: 6052.052246
	Iteration 86Q: 3 clusters Score -2.536047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 198148 members 
Entering Unmasked Estep 
Score: -25360456.000000 Penalty: 6052.052246
	Iteration 87Q: 3 clusters Score -2.536046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 198150 members 
Entering Unmasked Estep 
Score: -25360470.000000 Penalty: 6052.052246
	Iteration 88Q: 3 clusters Score -2.536047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 198152 members 
Entering Unmasked Estep 
Score: -25360478.000000 Penalty: 6052.052246
	Iteration 89Q: 3 clusters Score -2.536048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 198153 members 
Entering Unmasked Estep 
Score: -25360490.000000 Penalty: 6052.052246
	Iteration 90Q: 3 clusters Score -2.536049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 198153 members 
Entering Unmasked Estep 
Score: -25360490.000000 Penalty: 6052.052246
	Iteration 91F: 3 clusters Score -2.536049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Entering Unmasked Estep 
Score: -1417648.000000 Penalty: 2322.103271
	Iteration 0F: 2 clusters Score -1417648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1408992.750000 Penalty: 4644.206543
	Iteration 0F: 3 clusters Score -1408993 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1411634.625000 Penalty: 4644.206543
	Iteration 1F: 3 clusters Score -1411635 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1412006.000000 Penalty: 4644.206543
	Iteration 2F: 3 clusters Score -1412006 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1412330.500000 Penalty: 4644.206543
	Iteration 3F: 3 clusters Score -1412330 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1412607.875000 Penalty: 4644.206543
	Iteration 4Q: 3 clusters Score -1412608 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1412900.750000 Penalty: 4644.206543
	Iteration 5Q: 3 clusters Score -1412901 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1413179.750000 Penalty: 4644.206543
	Iteration 6Q: 3 clusters Score -1413180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1413429.250000 Penalty: 4644.206543
	Iteration 7Q: 3 clusters Score -1413429 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1413639.750000 Penalty: 4644.206543
	Iteration 8Q: 3 clusters Score -1413640 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1413849.375000 Penalty: 4644.206543
	Iteration 9Q: 3 clusters Score -1413849 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1414076.750000 Penalty: 4644.206543
	Iteration 10Q: 3 clusters Score -1414077 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1414270.750000 Penalty: 4644.206543
	Iteration 11Q: 3 clusters Score -1414271 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1414439.750000 Penalty: 4644.206543
	Iteration 12Q: 3 clusters Score -1414440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1414585.125000 Penalty: 4644.206543
	Iteration 13Q: 3 clusters Score -1414585 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1414731.000000 Penalty: 4644.206543
	Iteration 14Q: 3 clusters Score -1414731 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1414850.500000 Penalty: 4644.206543
	Iteration 15Q: 3 clusters Score -1414850 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1414937.500000 Penalty: 4644.206543
	Iteration 16Q: 3 clusters Score -1414938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1415015.750000 Penalty: 4644.206543
	Iteration 17Q: 3 clusters Score -1415016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1415068.375000 Penalty: 4644.206543
	Iteration 18Q: 3 clusters Score -1415068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1415123.125000 Penalty: 4644.206543
	Iteration 19Q: 3 clusters Score -1415123 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1415181.000000 Penalty: 4644.206543
	Iteration 20F: 3 clusters Score -1415181 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1415217.875000 Penalty: 4644.206543
	Iteration 21Q: 3 clusters Score -1415218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1415250.000000 Penalty: 4644.206543
	Iteration 22Q: 3 clusters Score -1415250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1415277.000000 Penalty: 4644.206543
	Iteration 23Q: 3 clusters Score -1415277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1415293.375000 Penalty: 4644.206543
	Iteration 24Q: 3 clusters Score -1415293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1415308.875000 Penalty: 4644.206543
	Iteration 25Q: 3 clusters Score -1415309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1415326.875000 Penalty: 4644.206543
	Iteration 26Q: 3 clusters Score -1415327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1415335.500000 Penalty: 4644.206543
	Iteration 27Q: 3 clusters Score -1415336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1415346.875000 Penalty: 4644.206543
	Iteration 28Q: 3 clusters Score -1415347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1415360.375000 Penalty: 4644.206543
	Iteration 29Q: 3 clusters Score -1415360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1415374.500000 Penalty: 4644.206543
	Iteration 30Q: 3 clusters Score -1415374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1415387.125000 Penalty: 4644.206543
	Iteration 31Q: 3 clusters Score -1415387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1415391.000000 Penalty: 4644.206543
	Iteration 32Q: 3 clusters Score -1415391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1415404.875000 Penalty: 4644.206543
	Iteration 33Q: 3 clusters Score -1415405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1415408.750000 Penalty: 4644.206543
	Iteration 34Q: 3 clusters Score -1415409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1415413.750000 Penalty: 4644.206543
	Iteration 35Q: 3 clusters Score -1415414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1415417.875000 Penalty: 4644.206543
	Iteration 36Q: 3 clusters Score -1415418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1415425.625000 Penalty: 4644.206543
	Iteration 37Q: 3 clusters Score -1415426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1415435.250000 Penalty: 4644.206543
	Iteration 38Q: 3 clusters Score -1415435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1415440.625000 Penalty: 4644.206543
	Iteration 39Q: 3 clusters Score -1415441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1415448.250000 Penalty: 4644.206543
	Iteration 40F: 3 clusters Score -1415448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1415451.375000 Penalty: 4644.206543
	Iteration 41Q: 3 clusters Score -1415451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1415450.875000 Penalty: 4644.206543
	Iteration 42Q: 3 clusters Score -1415451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1415456.875000 Penalty: 4644.206543
	Iteration 43Q: 3 clusters Score -1415457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1415467.000000 Penalty: 4644.206543
	Iteration 44Q: 3 clusters Score -1415467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1415469.625000 Penalty: 4644.206543
	Iteration 45Q: 3 clusters Score -1415470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1415476.500000 Penalty: 4644.206543
	Iteration 46Q: 3 clusters Score -1415476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1415483.000000 Penalty: 4644.206543
	Iteration 47Q: 3 clusters Score -1415483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1415491.375000 Penalty: 4644.206543
	Iteration 48Q: 3 clusters Score -1415491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1415492.875000 Penalty: 4644.206543
	Iteration 49Q: 3 clusters Score -1415493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1415497.000000 Penalty: 4644.206543
	Iteration 50Q: 3 clusters Score -1415497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1415502.500000 Penalty: 4644.206543
	Iteration 51Q: 3 clusters Score -1415502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1415507.625000 Penalty: 4644.206543
	Iteration 52Q: 3 clusters Score -1415508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1415515.500000 Penalty: 4644.206543
	Iteration 53Q: 3 clusters Score -1415516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1415519.250000 Penalty: 4644.206543
	Iteration 54Q: 3 clusters Score -1415519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1415525.250000 Penalty: 4644.206543
	Iteration 55Q: 3 clusters Score -1415525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1415528.375000 Penalty: 4644.206543
	Iteration 56Q: 3 clusters Score -1415528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1415529.625000 Penalty: 4644.206543
	Iteration 57Q: 3 clusters Score -1415530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1415530.375000 Penalty: 4644.206543
	Iteration 58Q: 3 clusters Score -1415530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1415531.750000 Penalty: 4644.206543
	Iteration 59Q: 3 clusters Score -1415532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1415536.250000 Penalty: 4644.206543
	Iteration 60F: 3 clusters Score -1415536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1415534.625000 Penalty: 4644.206543
	Iteration 61Q: 3 clusters Score -1415535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1415538.500000 Penalty: 4644.206543
	Iteration 62Q: 3 clusters Score -1415538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1415541.000000 Penalty: 4644.206543
	Iteration 63Q: 3 clusters Score -1415541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1415547.750000 Penalty: 4644.206543
	Iteration 64Q: 3 clusters Score -1415548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1415553.875000 Penalty: 4644.206543
	Iteration 65Q: 3 clusters Score -1415554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1415558.375000 Penalty: 4644.206543
	Iteration 66Q: 3 clusters Score -1415558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1415561.375000 Penalty: 4644.206543
	Iteration 67Q: 3 clusters Score -1415561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1415568.375000 Penalty: 4644.206543
	Iteration 68Q: 3 clusters Score -1415568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1415573.875000 Penalty: 4644.206543
	Iteration 69Q: 3 clusters Score -1415574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1415580.000000 Penalty: 4644.206543
	Iteration 70Q: 3 clusters Score -1415580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1415586.750000 Penalty: 4644.206543
	Iteration 71Q: 3 clusters Score -1415587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1415584.750000 Penalty: 4644.206543
	Iteration 72Q: 3 clusters Score -1415585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1415585.250000 Penalty: 4644.206543
	Iteration 73Q: 3 clusters Score -1415585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1415584.500000 Penalty: 4644.206543
	Iteration 74Q: 3 clusters Score -1415584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1415585.125000 Penalty: 4644.206543
	Iteration 75Q: 3 clusters Score -1415585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1415584.625000 Penalty: 4644.206543
	Iteration 76Q: 3 clusters Score -1415585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1415588.125000 Penalty: 4644.206543
	Iteration 77Q: 3 clusters Score -1415588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1415592.125000 Penalty: 4644.206543
	Iteration 78Q: 3 clusters Score -1415592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1415592.750000 Penalty: 4644.206543
	Iteration 79Q: 3 clusters Score -1415593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1415596.250000 Penalty: 4644.206543
	Iteration 80F: 3 clusters Score -1415596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1415594.000000 Penalty: 4644.206543
	Iteration 81Q: 3 clusters Score -1415594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1415595.500000 Penalty: 4644.206543
	Iteration 82Q: 3 clusters Score -1415596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1415598.250000 Penalty: 4644.206543
	Iteration 83Q: 3 clusters Score -1415598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1415595.375000 Penalty: 4644.206543
	Iteration 84Q: 3 clusters Score -1415595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1415599.375000 Penalty: 4644.206543
	Iteration 85Q: 3 clusters Score -1415599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1415600.375000 Penalty: 4644.206543
	Iteration 86Q: 3 clusters Score -1415600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1415603.000000 Penalty: 4644.206543
	Iteration 87Q: 3 clusters Score -1415603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1415602.250000 Penalty: 4644.206543
	Iteration 88Q: 3 clusters Score -1415602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1415609.750000 Penalty: 4644.206543
	Iteration 89Q: 3 clusters Score -1415610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1415617.000000 Penalty: 4644.206543
	Iteration 90Q: 3 clusters Score -1415617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1415620.500000 Penalty: 4644.206543
	Iteration 91Q: 3 clusters Score -1415620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1415625.250000 Penalty: 4644.206543
	Iteration 92Q: 3 clusters Score -1415625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1415623.750000 Penalty: 4644.206543
	Iteration 93Q: 3 clusters Score -1415624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1415622.750000 Penalty: 4644.206543
	Iteration 94Q: 3 clusters Score -1415623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1415629.250000 Penalty: 4644.206543
	Iteration 95Q: 3 clusters Score -1415629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1415629.250000 Penalty: 4644.206543
	Iteration 96Q: 3 clusters Score -1415629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1415631.500000 Penalty: 4644.206543
	Iteration 97Q: 3 clusters Score -1415632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1415634.375000 Penalty: 4644.206543
	Iteration 98Q: 3 clusters Score -1415634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1415634.875000 Penalty: 4644.206543
	Iteration 99Q: 3 clusters Score -1415635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1415636.125000 Penalty: 4644.206543
	Iteration 100F: 3 clusters Score -1415636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1415639.750000 Penalty: 4644.206543
	Iteration 101Q: 3 clusters Score -1415640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1415642.750000 Penalty: 4644.206543
	Iteration 102Q: 3 clusters Score -1415643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1415642.500000 Penalty: 4644.206543
	Iteration 103Q: 3 clusters Score -1415642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1415648.250000 Penalty: 4644.206543
	Iteration 104Q: 3 clusters Score -1415648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1415652.000000 Penalty: 4644.206543
	Iteration 105Q: 3 clusters Score -1415652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1415657.750000 Penalty: 4644.206543
	Iteration 106Q: 3 clusters Score -1415658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1415657.875000 Penalty: 4644.206543
	Iteration 107Q: 3 clusters Score -1415658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1415659.000000 Penalty: 4644.206543
	Iteration 108Q: 3 clusters Score -1415659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1415664.250000 Penalty: 4644.206543
	Iteration 109Q: 3 clusters Score -1415664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1415661.750000 Penalty: 4644.206543
	Iteration 110Q: 3 clusters Score -1415662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1415668.875000 Penalty: 4644.206543
	Iteration 111Q: 3 clusters Score -1415669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1415671.875000 Penalty: 4644.206543
	Iteration 112Q: 3 clusters Score -1415672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1415672.000000 Penalty: 4644.206543
	Iteration 113Q: 3 clusters Score -1415672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1415676.000000 Penalty: 4644.206543
	Iteration 114Q: 3 clusters Score -1415676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1415682.875000 Penalty: 4644.206543
	Iteration 115Q: 3 clusters Score -1415683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1415687.500000 Penalty: 4644.206543
	Iteration 116Q: 3 clusters Score -1415688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1415689.500000 Penalty: 4644.206543
	Iteration 117Q: 3 clusters Score -1415690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1415692.125000 Penalty: 4644.206543
	Iteration 118Q: 3 clusters Score -1415692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1415701.625000 Penalty: 4644.206543
	Iteration 119Q: 3 clusters Score -1415702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1415704.250000 Penalty: 4644.206543
	Iteration 120F: 3 clusters Score -1415704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1415707.875000 Penalty: 4644.206543
	Iteration 121Q: 3 clusters Score -1415708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1415708.500000 Penalty: 4644.206543
	Iteration 122Q: 3 clusters Score -1415708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1415710.250000 Penalty: 4644.206543
	Iteration 123Q: 3 clusters Score -1415710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1415709.500000 Penalty: 4644.206543
	Iteration 124Q: 3 clusters Score -1415710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1415708.750000 Penalty: 4644.206543
	Iteration 125Q: 3 clusters Score -1415709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1415709.625000 Penalty: 4644.206543
	Iteration 126Q: 3 clusters Score -1415710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1415710.125000 Penalty: 4644.206543
	Iteration 127Q: 3 clusters Score -1415710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1415709.625000 Penalty: 4644.206543
	Iteration 128Q: 3 clusters Score -1415710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1415709.625000 Penalty: 4644.206543
	Iteration 129F: 3 clusters Score -1415710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Entering Unmasked Estep 
Score: -2481078.250000 Penalty: 2444.412109
	Iteration 0F: 2 clusters Score -2481078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2467561.750000 Penalty: 4888.824219
	Iteration 0F: 3 clusters Score -2467562 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2472003.250000 Penalty: 4888.824219
	Iteration 1F: 3 clusters Score -2472003 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2472337.000000 Penalty: 4888.824219
	Iteration 2F: 3 clusters Score -2472337 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2472609.500000 Penalty: 4888.824219
	Iteration 3Q: 3 clusters Score -2472610 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2472882.750000 Penalty: 4888.824219
	Iteration 4Q: 3 clusters Score -2472883 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2473155.000000 Penalty: 4888.824219
	Iteration 5Q: 3 clusters Score -2473155 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2473492.000000 Penalty: 4888.824219
	Iteration 6Q: 3 clusters Score -2473492 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2473869.000000 Penalty: 4888.824219
	Iteration 7Q: 3 clusters Score -2473869 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2474308.500000 Penalty: 4888.824219
	Iteration 8Q: 3 clusters Score -2474308 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2474901.000000 Penalty: 4888.824219
	Iteration 9Q: 3 clusters Score -2474901 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2475596.000000 Penalty: 4888.824219
	Iteration 10F: 3 clusters Score -2475596 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2476412.500000 Penalty: 4888.824219
	Iteration 11F: 3 clusters Score -2476412 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2477104.000000 Penalty: 4888.824219
	Iteration 12Q: 3 clusters Score -2477104 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2477554.500000 Penalty: 4888.824219
	Iteration 13Q: 3 clusters Score -2477554 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2477807.500000 Penalty: 4888.824219
	Iteration 14Q: 3 clusters Score -2477808 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2477966.500000 Penalty: 4888.824219
	Iteration 15Q: 3 clusters Score -2477966 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2478062.750000 Penalty: 4888.824219
	Iteration 16Q: 3 clusters Score -2478063 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2478123.750000 Penalty: 4888.824219
	Iteration 17Q: 3 clusters Score -2478124 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2478182.000000 Penalty: 4888.824219
	Iteration 18Q: 3 clusters Score -2478182 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2478227.500000 Penalty: 4888.824219
	Iteration 19Q: 3 clusters Score -2478228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2478255.750000 Penalty: 4888.824219
	Iteration 20F: 3 clusters Score -2478256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2478283.750000 Penalty: 4888.824219
	Iteration 21Q: 3 clusters Score -2478284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2478311.000000 Penalty: 4888.824219
	Iteration 22Q: 3 clusters Score -2478311 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2478340.500000 Penalty: 4888.824219
	Iteration 23Q: 3 clusters Score -2478340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2478362.500000 Penalty: 4888.824219
	Iteration 24Q: 3 clusters Score -2478362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2478387.000000 Penalty: 4888.824219
	Iteration 25Q: 3 clusters Score -2478387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2478408.500000 Penalty: 4888.824219
	Iteration 26Q: 3 clusters Score -2478408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2478426.500000 Penalty: 4888.824219
	Iteration 27Q: 3 clusters Score -2478426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2478458.750000 Penalty: 4888.824219
	Iteration 28Q: 3 clusters Score -2478459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2478479.250000 Penalty: 4888.824219
	Iteration 29Q: 3 clusters Score -2478479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2478500.750000 Penalty: 4888.824219
	Iteration 30Q: 3 clusters Score -2478501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2478527.250000 Penalty: 4888.824219
	Iteration 31Q: 3 clusters Score -2478527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2478551.750000 Penalty: 4888.824219
	Iteration 32Q: 3 clusters Score -2478552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2478576.000000 Penalty: 4888.824219
	Iteration 33Q: 3 clusters Score -2478576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2478601.000000 Penalty: 4888.824219
	Iteration 34Q: 3 clusters Score -2478601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2478607.250000 Penalty: 4888.824219
	Iteration 35Q: 3 clusters Score -2478607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2478642.250000 Penalty: 4888.824219
	Iteration 36Q: 3 clusters Score -2478642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2478671.750000 Penalty: 4888.824219
	Iteration 37Q: 3 clusters Score -2478672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2478697.000000 Penalty: 4888.824219
	Iteration 38Q: 3 clusters Score -2478697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2478725.000000 Penalty: 4888.824219
	Iteration 39Q: 3 clusters Score -2478725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2478741.500000 Penalty: 4888.824219
	Iteration 40F: 3 clusters Score -2478742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2478753.000000 Penalty: 4888.824219
	Iteration 41Q: 3 clusters Score -2478753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2478771.000000 Penalty: 4888.824219
	Iteration 42Q: 3 clusters Score -2478771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2478781.750000 Penalty: 4888.824219
	Iteration 43Q: 3 clusters Score -2478782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2478787.000000 Penalty: 4888.824219
	Iteration 44Q: 3 clusters Score -2478787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2478797.750000 Penalty: 4888.824219
	Iteration 45Q: 3 clusters Score -2478798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2478816.500000 Penalty: 4888.824219
	Iteration 46Q: 3 clusters Score -2478816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2478827.000000 Penalty: 4888.824219
	Iteration 47Q: 3 clusters Score -2478827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2478832.500000 Penalty: 4888.824219
	Iteration 48Q: 3 clusters Score -2478832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2478841.500000 Penalty: 4888.824219
	Iteration 49Q: 3 clusters Score -2478842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2478857.000000 Penalty: 4888.824219
	Iteration 50Q: 3 clusters Score -2478857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2478867.000000 Penalty: 4888.824219
	Iteration 51Q: 3 clusters Score -2478867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2478866.250000 Penalty: 4888.824219
	Iteration 52Q: 3 clusters Score -2478866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2478875.500000 Penalty: 4888.824219
	Iteration 53Q: 3 clusters Score -2478876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2478876.500000 Penalty: 4888.824219
	Iteration 54Q: 3 clusters Score -2478876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2478885.250000 Penalty: 4888.824219
	Iteration 55Q: 3 clusters Score -2478885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2478892.000000 Penalty: 4888.824219
	Iteration 56Q: 3 clusters Score -2478892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2478900.250000 Penalty: 4888.824219
	Iteration 57Q: 3 clusters Score -2478900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2478906.000000 Penalty: 4888.824219
	Iteration 58Q: 3 clusters Score -2478906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2478910.500000 Penalty: 4888.824219
	Iteration 59Q: 3 clusters Score -2478910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2478916.000000 Penalty: 4888.824219
	Iteration 60F: 3 clusters Score -2478916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2478919.250000 Penalty: 4888.824219
	Iteration 61Q: 3 clusters Score -2478919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2478921.250000 Penalty: 4888.824219
	Iteration 62Q: 3 clusters Score -2478921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2478924.250000 Penalty: 4888.824219
	Iteration 63Q: 3 clusters Score -2478924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2478923.750000 Penalty: 4888.824219
	Iteration 64Q: 3 clusters Score -2478924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2478925.250000 Penalty: 4888.824219
	Iteration 65Q: 3 clusters Score -2478925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2478932.000000 Penalty: 4888.824219
	Iteration 66Q: 3 clusters Score -2478932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2478932.250000 Penalty: 4888.824219
	Iteration 67Q: 3 clusters Score -2478932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2478933.000000 Penalty: 4888.824219
	Iteration 68Q: 3 clusters Score -2478933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2478936.500000 Penalty: 4888.824219
	Iteration 69Q: 3 clusters Score -2478936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2478935.500000 Penalty: 4888.824219
	Iteration 70Q: 3 clusters Score -2478936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2478936.500000 Penalty: 4888.824219
	Iteration 71Q: 3 clusters Score -2478936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2478935.250000 Penalty: 4888.824219
	Iteration 72Q: 3 clusters Score -2478935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2478936.500000 Penalty: 4888.824219
	Iteration 73Q: 3 clusters Score -2478936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2478935.750000 Penalty: 4888.824219
	Iteration 74Q: 3 clusters Score -2478936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2478940.250000 Penalty: 4888.824219
	Iteration 75Q: 3 clusters Score -2478940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2478941.000000 Penalty: 4888.824219
	Iteration 76Q: 3 clusters Score -2478941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2478947.500000 Penalty: 4888.824219
	Iteration 77Q: 3 clusters Score -2478948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2478949.000000 Penalty: 4888.824219
	Iteration 78Q: 3 clusters Score -2478949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2478946.000000 Penalty: 4888.824219
	Iteration 79Q: 3 clusters Score -2478946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2478944.500000 Penalty: 4888.824219
	Iteration 80F: 3 clusters Score -2478944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2478947.500000 Penalty: 4888.824219
	Iteration 81Q: 3 clusters Score -2478948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2478952.250000 Penalty: 4888.824219
	Iteration 82Q: 3 clusters Score -2478952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2478954.750000 Penalty: 4888.824219
	Iteration 83Q: 3 clusters Score -2478955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2478959.500000 Penalty: 4888.824219
	Iteration 84Q: 3 clusters Score -2478960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2478963.000000 Penalty: 4888.824219
	Iteration 85Q: 3 clusters Score -2478963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2478965.250000 Penalty: 4888.824219
	Iteration 86Q: 3 clusters Score -2478965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2478964.250000 Penalty: 4888.824219
	Iteration 87Q: 3 clusters Score -2478964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2478967.000000 Penalty: 4888.824219
	Iteration 88Q: 3 clusters Score -2478967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2478972.250000 Penalty: 4888.824219
	Iteration 89Q: 3 clusters Score -2478972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2478975.250000 Penalty: 4888.824219
	Iteration 90Q: 3 clusters Score -2478975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2478973.750000 Penalty: 4888.824219
	Iteration 91Q: 3 clusters Score -2478974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2478975.000000 Penalty: 4888.824219
	Iteration 92Q: 3 clusters Score -2478975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2478978.500000 Penalty: 4888.824219
	Iteration 93Q: 3 clusters Score -2478978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2478981.000000 Penalty: 4888.824219
	Iteration 94Q: 3 clusters Score -2478981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2478984.250000 Penalty: 4888.824219
	Iteration 95Q: 3 clusters Score -2478984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2478984.500000 Penalty: 4888.824219
	Iteration 96Q: 3 clusters Score -2478984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2478986.750000 Penalty: 4888.824219
	Iteration 97Q: 3 clusters Score -2478987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2478986.500000 Penalty: 4888.824219
	Iteration 98Q: 3 clusters Score -2478986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2478986.250000 Penalty: 4888.824219
	Iteration 99Q: 3 clusters Score -2478986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2478986.250000 Penalty: 4888.824219
	Iteration 100F: 3 clusters Score -2478986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Entering Unmasked Estep 
Score: -1593939.750000 Penalty: 2340.592773
	Iteration 0F: 2 clusters Score -1593940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1584625.250000 Penalty: 4681.185547
	Iteration 0F: 3 clusters Score -1584625 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1587511.750000 Penalty: 4681.185547
	Iteration 1F: 3 clusters Score -1587512 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1588080.500000 Penalty: 4681.185547
	Iteration 2F: 3 clusters Score -1588080 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1588732.875000 Penalty: 4681.185547
	Iteration 3F: 3 clusters Score -1588733 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1589430.875000 Penalty: 4681.185547
	Iteration 4F: 3 clusters Score -1589431 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1590091.375000 Penalty: 4681.185547
	Iteration 5F: 3 clusters Score -1590091 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1590735.125000 Penalty: 4681.185547
	Iteration 6F: 3 clusters Score -1590735 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1591295.625000 Penalty: 4681.185547
	Iteration 7F: 3 clusters Score -1591296 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1591853.125000 Penalty: 4681.185547
	Iteration 8F: 3 clusters Score -1591853 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1592308.625000 Penalty: 4681.185547
	Iteration 9Q: 3 clusters Score -1592309 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1592572.875000 Penalty: 4681.185547
	Iteration 10Q: 3 clusters Score -1592573 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1592673.750000 Penalty: 4681.185547
	Iteration 11Q: 3 clusters Score -1592674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1592727.375000 Penalty: 4681.185547
	Iteration 12Q: 3 clusters Score -1592727 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1592753.500000 Penalty: 4681.185547
	Iteration 13Q: 3 clusters Score -1592754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1592768.125000 Penalty: 4681.185547
	Iteration 14Q: 3 clusters Score -1592768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1592787.500000 Penalty: 4681.185547
	Iteration 15Q: 3 clusters Score -1592788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1592793.125000 Penalty: 4681.185547
	Iteration 16Q: 3 clusters Score -1592793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1592793.125000 Penalty: 4681.185547
	Iteration 17Q: 3 clusters Score -1592793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1592797.500000 Penalty: 4681.185547
	Iteration 18Q: 3 clusters Score -1592798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1592801.375000 Penalty: 4681.185547
	Iteration 19Q: 3 clusters Score -1592801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1592803.000000 Penalty: 4681.185547
	Iteration 20F: 3 clusters Score -1592803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1592799.625000 Penalty: 4681.185547
	Iteration 21Q: 3 clusters Score -1592800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1592803.375000 Penalty: 4681.185547
	Iteration 22Q: 3 clusters Score -1592803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1592803.000000 Penalty: 4681.185547
	Iteration 23Q: 3 clusters Score -1592803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1592803.000000 Penalty: 4681.185547
	Iteration 24Q: 3 clusters Score -1592803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1592803.000000 Penalty: 4681.185547
	Iteration 25F: 3 clusters Score -1592803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52638 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187693 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199131 members 
Mstep: Class 21 contains 11653 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 239Q: 22 clusters Score -1.160574e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52640 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187688 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199133 members 
Mstep: Class 21 contains 11654 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 240F: 22 clusters Score -1.160574e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49803 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187686 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199133 members 
Mstep: Class 21 contains 11656 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 241Q: 22 clusters Score -1.160573e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49801 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52642 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187681 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11658 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057328.000000 Penalty: 71542.664062
Iteration 242Q: 22 clusters Score -1.160573e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33743 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49800 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237342 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187680 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199140 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19080 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 243Q: 22 clusters Score -1.160574e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33744 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237343 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187681 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199139 members 
Mstep: Class 21 contains 11658 members 
Mstep: Class 22 contains 19080 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057320.000000 Penalty: 71542.664062
Iteration 244Q: 22 clusters Score -1.160573e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33745 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187679 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057392.000000 Penalty: 71542.664062
Iteration 245Q: 22 clusters Score -1.160574e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33746 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52642 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187676 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199135 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19077 members 
Mstep: Class 23 contains 12554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057344.000000 Penalty: 71542.664062
Iteration 246Q: 22 clusters Score -1.160573e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33747 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52643 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187670 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199136 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19079 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 247Q: 22 clusters Score -1.160574e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33746 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52647 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187668 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199133 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19079 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 248Q: 22 clusters Score -1.160574e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33746 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52651 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237343 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187664 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199133 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19079 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057360.000000 Penalty: 71542.664062
Iteration 249Q: 22 clusters Score -1.160574e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33747 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52654 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237343 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187659 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199135 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057384.000000 Penalty: 71542.664062
Iteration 250Q: 22 clusters Score -1.160574e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33747 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52656 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237343 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187653 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11660 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 251Q: 22 clusters Score -1.160574e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33747 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52656 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237344 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187649 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057440.000000 Penalty: 71542.664062
Iteration 252Q: 22 clusters Score -1.160574e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52657 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187645 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057464.000000 Penalty: 71542.664062
Iteration 253Q: 22 clusters Score -1.160575e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52657 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237347 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187644 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199132 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057480.000000 Penalty: 71542.664062
Iteration 254Q: 22 clusters Score -1.160575e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33749 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52658 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237350 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187642 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199130 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057456.000000 Penalty: 71542.664062
Iteration 255Q: 22 clusters Score -1.160575e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52660 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237349 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187642 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199129 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057432.000000 Penalty: 71542.664062
Iteration 256Q: 22 clusters Score -1.160574e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52660 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237350 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187640 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199125 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057408.000000 Penalty: 71542.664062
Iteration 257Q: 22 clusters Score -1.160574e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52661 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237349 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187632 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199131 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 258Q: 22 clusters Score -1.160573e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187626 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199135 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057376.000000 Penalty: 71542.664062
Iteration 259Q: 22 clusters Score -1.160574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33748 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187623 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057352.000000 Penalty: 71542.664062
Iteration 260F: 22 clusters Score -1.160574e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33749 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 261Q: 22 clusters Score -1.160573e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057296.000000 Penalty: 71542.664062
Iteration 262Q: 22 clusters Score -1.160573e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237346 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187621 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057320.000000 Penalty: 71542.664062
Iteration 263Q: 22 clusters Score -1.160573e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187619 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199140 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057328.000000 Penalty: 71542.664062
Iteration 264Q: 22 clusters Score -1.160573e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187620 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199139 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057336.000000 Penalty: 71542.664062
Iteration 265Q: 22 clusters Score -1.160573e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187621 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199138 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057288.000000 Penalty: 71542.664062
Iteration 266Q: 22 clusters Score -1.160573e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 267Q: 22 clusters Score -1.160573e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057312.000000 Penalty: 71542.664062
Iteration 268F: 22 clusters Score -1.160573e+08 nChanged 0
Entering ConstructFrom: 
Score: -116057312.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (84961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Entering Unmasked Estep 
Score: -10941470.000000 Penalty: 2814.787109
	Iteration 0F: 2 clusters Score -1.094147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -10884473.000000 Penalty: 5629.574219
	Iteration 0F: 3 clusters Score -1.088447e+07 nChanged 40006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -10907298.000000 Penalty: 5629.574219
	Iteration 1F: 3 clusters Score -1.09073e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -10908314.000000 Penalty: 5629.574219
	Iteration 2Q: 3 clusters Score -1.090831e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -10909780.000000 Penalty: 5629.574219
	Iteration 3Q: 3 clusters Score -1.090978e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -10911716.000000 Penalty: 5629.574219
	Iteration 4F: 3 clusters Score -1.091172e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -10914562.000000 Penalty: 5629.574219
	Iteration 5F: 3 clusters Score -1.091456e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -10918473.000000 Penalty: 5629.574219
	Iteration 6F: 3 clusters Score -1.091847e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -10923638.000000 Penalty: 5629.574219
	Iteration 7F: 3 clusters Score -1.092364e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -10928246.000000 Penalty: 5629.574219
	Iteration 8F: 3 clusters Score -1.092825e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -10930761.000000 Penalty: 5629.574219
	Iteration 9Q: 3 clusters Score -1.093076e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -10931704.000000 Penalty: 5629.574219
	Iteration 10Q: 3 clusters Score -1.09317e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -10932252.000000 Penalty: 5629.574219
	Iteration 11Q: 3 clusters Score -1.093225e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -10932597.000000 Penalty: 5629.574219
	Iteration 12Q: 3 clusters Score -1.09326e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -10933032.000000 Penalty: 5629.574219
	Iteration 13Q: 3 clusters Score -1.093303e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -10933414.000000 Penalty: 5629.574219
	Iteration 14Q: 3 clusters Score -1.093341e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -10933797.000000 Penalty: 5629.574219
	Iteration 15Q: 3 clusters Score -1.09338e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -10934213.000000 Penalty: 5629.574219
	Iteration 16Q: 3 clusters Score -1.093421e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -10934545.000000 Penalty: 5629.574219
	Iteration 17Q: 3 clusters Score -1.093454e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -10934919.000000 Penalty: 5629.574219
	Iteration 18Q: 3 clusters Score -1.093492e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -10935174.000000 Penalty: 5629.574219
	Iteration 19Q: 3 clusters Score -1.093517e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -10935508.000000 Penalty: 5629.574219
	Iteration 20F: 3 clusters Score -1.093551e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -10935799.000000 Penalty: 5629.574219
	Iteration 21Q: 3 clusters Score -1.09358e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -10936089.000000 Penalty: 5629.574219
	Iteration 22Q: 3 clusters Score -1.093609e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -10936440.000000 Penalty: 5629.574219
	Iteration 23Q: 3 clusters Score -1.093644e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -10936789.000000 Penalty: 5629.574219
	Iteration 24Q: 3 clusters Score -1.093679e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -10937075.000000 Penalty: 5629.574219
	Iteration 25Q: 3 clusters Score -1.093708e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -10937434.000000 Penalty: 5629.574219
	Iteration 26Q: 3 clusters Score -1.093743e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 5629.574219
	Iteration 27Q: 3 clusters Score -1.09377e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -10937951.000000 Penalty: 5629.574219
	Iteration 28Q: 3 clusters Score -1.093795e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -10938152.000000 Penalty: 5629.574219
	Iteration 29Q: 3 clusters Score -1.093815e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10938322.000000 Penalty: 5629.574219
	Iteration 30Q: 3 clusters Score -1.093832e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -10938437.000000 Penalty: 5629.574219
	Iteration 31Q: 3 clusters Score -1.093844e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10938593.000000 Penalty: 5629.574219
	Iteration 32Q: 3 clusters Score -1.093859e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10938679.000000 Penalty: 5629.574219
	Iteration 33Q: 3 clusters Score -1.093868e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10938759.000000 Penalty: 5629.574219
	Iteration 34Q: 3 clusters Score -1.093876e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10938855.000000 Penalty: 5629.574219
	Iteration 35Q: 3 clusters Score -1.093886e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -10938902.000000 Penalty: 5629.574219
	Iteration 36Q: 3 clusters Score -1.09389e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10938956.000000 Penalty: 5629.574219
	Iteration 37Q: 3 clusters Score -1.093896e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10939009.000000 Penalty: 5629.574219
	Iteration 38Q: 3 clusters Score -1.093901e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10939041.000000 Penalty: 5629.574219
	Iteration 39Q: 3 clusters Score -1.093904e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10939076.000000 Penalty: 5629.574219
	Iteration 40F: 3 clusters Score -1.093908e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10939099.000000 Penalty: 5629.574219
	Iteration 41Q: 3 clusters Score -1.09391e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10939146.000000 Penalty: 5629.574219
	Iteration 42Q: 3 clusters Score -1.093915e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10939155.000000 Penalty: 5629.574219
	Iteration 43Q: 3 clusters Score -1.093916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10939168.000000 Penalty: 5629.574219
	Iteration 44Q: 3 clusters Score -1.093917e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10939166.000000 Penalty: 5629.574219
	Iteration 45Q: 3 clusters Score -1.093917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10939155.000000 Penalty: 5629.574219
	Iteration 46Q: 3 clusters Score -1.093916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10939172.000000 Penalty: 5629.574219
	Iteration 47Q: 3 clusters Score -1.093917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10939208.000000 Penalty: 5629.574219
	Iteration 48Q: 3 clusters Score -1.093921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10939209.000000 Penalty: 5629.574219
	Iteration 49Q: 3 clusters Score -1.093921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10939214.000000 Penalty: 5629.574219
	Iteration 50Q: 3 clusters Score -1.093921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10939221.000000 Penalty: 5629.574219
	Iteration 51Q: 3 clusters Score -1.093922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10939217.000000 Penalty: 5629.574219
	Iteration 52Q: 3 clusters Score -1.093922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10939223.000000 Penalty: 5629.574219
	Iteration 53Q: 3 clusters Score -1.093922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10939223.000000 Penalty: 5629.574219
	Iteration 54Q: 3 clusters Score -1.093922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10939221.000000 Penalty: 5629.574219
	Iteration 55Q: 3 clusters Score -1.093922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10939218.000000 Penalty: 5629.574219
	Iteration 56Q: 3 clusters Score -1.093922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10939223.000000 Penalty: 5629.574219
	Iteration 57Q: 3 clusters Score -1.093922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10939220.000000 Penalty: 5629.574219
	Iteration 58Q: 3 clusters Score -1.093922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10939228.000000 Penalty: 5629.574219
	Iteration 59Q: 3 clusters Score -1.093923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10939231.000000 Penalty: 5629.574219
	Iteration 60F: 3 clusters Score -1.093923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10939228.000000 Penalty: 5629.574219
	Iteration 61Q: 3 clusters Score -1.093923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10939227.000000 Penalty: 5629.574219
	Iteration 62Q: 3 clusters Score -1.093923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10939224.000000 Penalty: 5629.574219
	Iteration 63Q: 3 clusters Score -1.093922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10939219.000000 Penalty: 5629.574219
	Iteration 64Q: 3 clusters Score -1.093922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10939224.000000 Penalty: 5629.574219
	Iteration 65Q: 3 clusters Score -1.093922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10939234.000000 Penalty: 5629.574219
	Iteration 66Q: 3 clusters Score -1.093923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10939228.000000 Penalty: 5629.574219
	Iteration 67Q: 3 clusters Score -1.093923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10939227.000000 Penalty: 5629.574219
	Iteration 68Q: 3 clusters Score -1.093923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10939229.000000 Penalty: 5629.574219
	Iteration 69Q: 3 clusters Score -1.093923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10939232.000000 Penalty: 5629.574219
	Iteration 70Q: 3 clusters Score -1.093923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10939241.000000 Penalty: 5629.574219
	Iteration 71Q: 3 clusters Score -1.093924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10939236.000000 Penalty: 5629.574219
	Iteration 72Q: 3 clusters Score -1.093924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10939233.000000 Penalty: 5629.574219
	Iteration 73Q: 3 clusters Score -1.093923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10939240.000000 Penalty: 5629.574219
	Iteration 74Q: 3 clusters Score -1.093924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10939239.000000 Penalty: 5629.574219
	Iteration 75Q: 3 clusters Score -1.093924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10939240.000000 Penalty: 5629.574219
	Iteration 76Q: 3 clusters Score -1.093924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10939240.000000 Penalty: 5629.574219
	Iteration 77F: 3 clusters Score -1.093924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -460889.375000 Penalty: 2021.459106
	Iteration 0F: 2 clusters Score -460889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -457275.062500 Penalty: 4042.918213
	Iteration 0F: 3 clusters Score -457275.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -458035.093750 Penalty: 4042.918213
	Iteration 1F: 3 clusters Score -458035.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -458201.343750 Penalty: 4042.918213
	Iteration 2F: 3 clusters Score -458201.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -458290.968750 Penalty: 4042.918213
	Iteration 3Q: 3 clusters Score -458291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -458349.843750 Penalty: 4042.918213
	Iteration 4Q: 3 clusters Score -458349.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -458394.812500 Penalty: 4042.918213
	Iteration 5Q: 3 clusters Score -458394.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -458424.343750 Penalty: 4042.918213
	Iteration 6Q: 3 clusters Score -458424.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -458442.812500 Penalty: 4042.918213
	Iteration 7Q: 3 clusters Score -458442.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -458458.093750 Penalty: 4042.918213
	Iteration 8Q: 3 clusters Score -458458.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458468.000000 Penalty: 4042.918213
	Iteration 9Q: 3 clusters Score -458468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -458475.500000 Penalty: 4042.918213
	Iteration 10Q: 3 clusters Score -458475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -458481.906250 Penalty: 4042.918213
	Iteration 11Q: 3 clusters Score -458481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -458485.156250 Penalty: 4042.918213
	Iteration 12Q: 3 clusters Score -458485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -458487.968750 Penalty: 4042.918213
	Iteration 13Q: 3 clusters Score -458488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -458488.250000 Penalty: 4042.918213
	Iteration 14Q: 3 clusters Score -458488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -458488.687500 Penalty: 4042.918213
	Iteration 15Q: 3 clusters Score -458488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -458489.781250 Penalty: 4042.918213
	Iteration 16Q: 3 clusters Score -458489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -458489.906250 Penalty: 4042.918213
	Iteration 17Q: 3 clusters Score -458489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -458490.968750 Penalty: 4042.918213
	Iteration 18Q: 3 clusters Score -458491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -458490.750000 Penalty: 4042.918213
	Iteration 19Q: 3 clusters Score -458490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -458490.750000 Penalty: 4042.918213
	Iteration 20F: 3 clusters Score -458490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -348093.562500 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -348093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -345002.375000 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -345002.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -345596.218750 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -345596.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -345725.937500 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -345725.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -345805.875000 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -345805.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -345862.031250 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -345862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345900.500000 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -345900.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -345927.656250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -345927.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -345947.281250 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -345947.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -345964.781250 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -345964.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -345976.968750 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -345977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345989.562500 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -345989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -345994.656250 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -345994.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -346004.437500 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -346004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -346012.906250 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -346012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -346016.312500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -346016.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -346020.375000 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -346020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -346022.062500 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -346022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -346023.843750 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -346023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -346025.250000 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -346025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -346030.500000 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -346030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -346036.218750 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -346036.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -346042.687500 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -346042.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -346051.531250 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -346051.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -346062.875000 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -346062.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -346070.625000 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -346070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346077.937500 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -346077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -346081.875000 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -346081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -346087.000000 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -346087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -346090.906250 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -346090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -346092.406250 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -346092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -346094.218750 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -346094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -346096.218750 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -346096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -346099.906250 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -346099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -346104.750000 Penalty: 3927.278564
	Iteration 33Q: 3 clusters Score -346104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -346111.593750 Penalty: 3927.278564
	Iteration 34Q: 3 clusters Score -346111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -346116.437500 Penalty: 3927.278564
	Iteration 35Q: 3 clusters Score -346116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -346122.156250 Penalty: 3927.278564
	Iteration 36Q: 3 clusters Score -346122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -346123.250000 Penalty: 3927.278564
	Iteration 37Q: 3 clusters Score -346123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -346124.281250 Penalty: 3927.278564
	Iteration 38Q: 3 clusters Score -346124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -346124.281250 Penalty: 3927.278564
	Iteration 39F: 3 clusters Score -346124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -110723.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -110723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108874.898438 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -108874.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109255.367188 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -109255.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109446.132812 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -109446.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109549.390625 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -109549.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109639.203125 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -109639.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -109743.429688 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -109743.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109894.031250 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -109894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -110054.164062 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -110054.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110157.648438 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -110157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110201.601562 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -110201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -110232.273438 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -110232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110242.351562 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -110242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110253.375000 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -110253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -110254.468750 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -110254.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -110254.468750 Penalty: 3382.728027
	Iteration 14F: 3 clusters Score -110254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Entering Unmasked Estep 
Score: -4383759.500000 Penalty: 2585.837891
	Iteration 0F: 2 clusters Score -4383760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -4360805.000000 Penalty: 5171.675781
	Iteration 0F: 3 clusters Score -4360805 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4369040.500000 Penalty: 5171.675781
	Iteration 1F: 3 clusters Score -4369040 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4369472.000000 Penalty: 5171.675781
	Iteration 2Q: 3 clusters Score -4369472 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4369840.500000 Penalty: 5171.675781
	Iteration 3Q: 3 clusters Score -4369840 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4370144.500000 Penalty: 5171.675781
	Iteration 4Q: 3 clusters Score -4370144 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4370454.000000 Penalty: 5171.675781
	Iteration 5Q: 3 clusters Score -4370454 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4370805.500000 Penalty: 5171.675781
	Iteration 6Q: 3 clusters Score -4370806 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -4371201.000000 Penalty: 5171.675781
	Iteration 7Q: 3 clusters Score -4371201 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4371720.000000 Penalty: 5171.675781
	Iteration 8Q: 3 clusters Score -4371720 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4372431.500000 Penalty: 5171.675781
	Iteration 9Q: 3 clusters Score -4372432 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4373513.500000 Penalty: 5171.675781
	Iteration 10Q: 3 clusters Score -4373514 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4374785.000000 Penalty: 5171.675781
	Iteration 11F: 3 clusters Score -4374785 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4376255.000000 Penalty: 5171.675781
	Iteration 12F: 3 clusters Score -4376255 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4377451.000000 Penalty: 5171.675781
	Iteration 13Q: 3 clusters Score -4377451 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4378322.500000 Penalty: 5171.675781
	Iteration 14Q: 3 clusters Score -4378322 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4379036.500000 Penalty: 5171.675781
	Iteration 15Q: 3 clusters Score -4379036 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4379546.000000 Penalty: 5171.675781
	Iteration 16Q: 3 clusters Score -4379546 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4379910.500000 Penalty: 5171.675781
	Iteration 17Q: 3 clusters Score -4379910 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4380210.000000 Penalty: 5171.675781
	Iteration 18Q: 3 clusters Score -4380210 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4380469.500000 Penalty: 5171.675781
	Iteration 19Q: 3 clusters Score -4380470 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4380640.000000 Penalty: 5171.675781
	Iteration 20F: 3 clusters Score -4380640 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4380809.000000 Penalty: 5171.675781
	Iteration 21Q: 3 clusters Score -4380809 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4380923.500000 Penalty: 5171.675781
	Iteration 22Q: 3 clusters Score -4380924 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4381004.500000 Penalty: 5171.675781
	Iteration 23Q: 3 clusters Score -4381004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4381097.500000 Penalty: 5171.675781
	Iteration 24Q: 3 clusters Score -4381098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4381177.500000 Penalty: 5171.675781
	Iteration 25Q: 3 clusters Score -4381178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4381251.500000 Penalty: 5171.675781
	Iteration 26Q: 3 clusters Score -4381252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4381327.000000 Penalty: 5171.675781
	Iteration 27Q: 3 clusters Score -4381327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4381364.000000 Penalty: 5171.675781
	Iteration 28Q: 3 clusters Score -4381364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4381397.500000 Penalty: 5171.675781
	Iteration 29Q: 3 clusters Score -4381398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4381429.500000 Penalty: 5171.675781
	Iteration 30Q: 3 clusters Score -4381430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4381459.000000 Penalty: 5171.675781
	Iteration 31Q: 3 clusters Score -4381459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4381475.500000 Penalty: 5171.675781
	Iteration 32Q: 3 clusters Score -4381476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4381494.000000 Penalty: 5171.675781
	Iteration 33Q: 3 clusters Score -4381494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4381508.500000 Penalty: 5171.675781
	Iteration 34Q: 3 clusters Score -4381508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4381515.000000 Penalty: 5171.675781
	Iteration 35Q: 3 clusters Score -4381515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4381521.500000 Penalty: 5171.675781
	Iteration 36Q: 3 clusters Score -4381522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4381525.000000 Penalty: 5171.675781
	Iteration 37Q: 3 clusters Score -4381525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4381531.500000 Penalty: 5171.675781
	Iteration 38Q: 3 clusters Score -4381532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4381535.000000 Penalty: 5171.675781
	Iteration 39Q: 3 clusters Score -4381535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4381531.000000 Penalty: 5171.675781
	Iteration 40F: 3 clusters Score -4381531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4381534.500000 Penalty: 5171.675781
	Iteration 41Q: 3 clusters Score -4381534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4381531.500000 Penalty: 5171.675781
	Iteration 42Q: 3 clusters Score -4381532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4381535.000000 Penalty: 5171.675781
	Iteration 43Q: 3 clusters Score -4381535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4381534.000000 Penalty: 5171.675781
	Iteration 44Q: 3 clusters Score -4381534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4381535.000000 Penalty: 5171.675781
	Iteration 45Q: 3 clusters Score -4381535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4381535.000000 Penalty: 5171.675781
	Iteration 46F: 3 clusters Score -4381535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -284168.562500 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -284168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -281321.093750 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -281321.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -281844.062500 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -281844.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -281987.812500 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -281987.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282075.750000 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -282075.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -282128.781250 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -282128.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -282167.656250 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -282167.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -282195.718750 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -282195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -282208.218750 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -282208.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -282220.000000 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -282220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -282224.875000 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -282224.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282231.750000 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -282231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -282237.843750 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -282237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282241.343750 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -282241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -282243.625000 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -282243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282249.531250 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -282249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282255.812500 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -282255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -282260.281250 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -282260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282261.406250 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -282261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282263.250000 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -282263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -282264.750000 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -282264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282268.750000 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -282268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -282274.343750 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -282274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -282279.812500 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -282279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -282288.781250 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -282288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -282296.125000 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -282296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -282299.750000 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -282299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282305.656250 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -282305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -282308.500000 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -282308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -282311.750000 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -282311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -282312.375000 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -282312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282313.000000 Penalty: 3849.191650
	Iteration 30Q: 3 clusters Score -282313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -282312.812500 Penalty: 3849.191650
	Iteration 31Q: 3 clusters Score -282312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282314.062500 Penalty: 3849.191650
	Iteration 32Q: 3 clusters Score -282314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -282314.500000 Penalty: 3849.191650
	Iteration 33Q: 3 clusters Score -282314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -282314.593750 Penalty: 3849.191650
	Iteration 34Q: 3 clusters Score -282314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -282314.593750 Penalty: 3849.191650
	Iteration 35F: 3 clusters Score -282314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Entering Unmasked Estep 
Score: -6211719.000000 Penalty: 2682.291016
	Iteration 0F: 2 clusters Score -6211719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6178201.500000 Penalty: 5364.582031
	Iteration 0F: 3 clusters Score -6178202 nChanged 22902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6190901.500000 Penalty: 5364.582031
	Iteration 1F: 3 clusters Score -6190902 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6191523.000000 Penalty: 5364.582031
	Iteration 2Q: 3 clusters Score -6191523 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6192313.000000 Penalty: 5364.582031
	Iteration 3Q: 3 clusters Score -6192313 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6193319.500000 Penalty: 5364.582031
	Iteration 4Q: 3 clusters Score -6193320 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -6194591.500000 Penalty: 5364.582031
	Iteration 5F: 3 clusters Score -6194592 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6196235.000000 Penalty: 5364.582031
	Iteration 6F: 3 clusters Score -6196235 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6198288.500000 Penalty: 5364.582031
	Iteration 7F: 3 clusters Score -6198288 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6200458.000000 Penalty: 5364.582031
	Iteration 8F: 3 clusters Score -6200458 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6202406.000000 Penalty: 5364.582031
	Iteration 9F: 3 clusters Score -6202406 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6204235.500000 Penalty: 5364.582031
	Iteration 10Q: 3 clusters Score -6204236 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6206440.500000 Penalty: 5364.582031
	Iteration 11Q: 3 clusters Score -6206440 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6208274.000000 Penalty: 5364.582031
	Iteration 12Q: 3 clusters Score -6208274 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6208731.000000 Penalty: 5364.582031
	Iteration 13Q: 3 clusters Score -6208731 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6208941.000000 Penalty: 5364.582031
	Iteration 14Q: 3 clusters Score -6208941 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6209030.000000 Penalty: 5364.582031
	Iteration 15Q: 3 clusters Score -6209030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6209132.500000 Penalty: 5364.582031
	Iteration 16Q: 3 clusters Score -6209132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6209171.000000 Penalty: 5364.582031
	Iteration 17Q: 3 clusters Score -6209171 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6209217.000000 Penalty: 5364.582031
	Iteration 18Q: 3 clusters Score -6209217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6209239.000000 Penalty: 5364.582031
	Iteration 19Q: 3 clusters Score -6209239 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6209273.500000 Penalty: 5364.582031
	Iteration 20F: 3 clusters Score -6209274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6209289.000000 Penalty: 5364.582031
	Iteration 21Q: 3 clusters Score -6209289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6209317.000000 Penalty: 5364.582031
	Iteration 22Q: 3 clusters Score -6209317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6209318.500000 Penalty: 5364.582031
	Iteration 23Q: 3 clusters Score -6209318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6209336.000000 Penalty: 5364.582031
	Iteration 24Q: 3 clusters Score -6209336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6209341.500000 Penalty: 5364.582031
	Iteration 25Q: 3 clusters Score -6209342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6209361.500000 Penalty: 5364.582031
	Iteration 26Q: 3 clusters Score -6209362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6209373.000000 Penalty: 5364.582031
	Iteration 27Q: 3 clusters Score -6209373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6209364.000000 Penalty: 5364.582031
	Iteration 28Q: 3 clusters Score -6209364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6209373.000000 Penalty: 5364.582031
	Iteration 29Q: 3 clusters Score -6209373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6209377.500000 Penalty: 5364.582031
	Iteration 30Q: 3 clusters Score -6209378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6209368.500000 Penalty: 5364.582031
	Iteration 31Q: 3 clusters Score -6209368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6209386.500000 Penalty: 5364.582031
	Iteration 32Q: 3 clusters Score -6209386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6209397.000000 Penalty: 5364.582031
	Iteration 33Q: 3 clusters Score -6209397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6209392.500000 Penalty: 5364.582031
	Iteration 34Q: 3 clusters Score -6209392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6209396.000000 Penalty: 5364.582031
	Iteration 35Q: 3 clusters Score -6209396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6209403.500000 Penalty: 5364.582031
	Iteration 36Q: 3 clusters Score -6209404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6209407.000000 Penalty: 5364.582031
	Iteration 37Q: 3 clusters Score -6209407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6209399.000000 Penalty: 5364.582031
	Iteration 38Q: 3 clusters Score -6209399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6209407.000000 Penalty: 5364.582031
	Iteration 39Q: 3 clusters Score -6209407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6209410.500000 Penalty: 5364.582031
	Iteration 40F: 3 clusters Score -6209410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6209406.500000 Penalty: 5364.582031
	Iteration 41Q: 3 clusters Score -6209406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6209403.500000 Penalty: 5364.582031
	Iteration 42Q: 3 clusters Score -6209404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6209411.000000 Penalty: 5364.582031
	Iteration 43Q: 3 clusters Score -6209411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6209405.500000 Penalty: 5364.582031
	Iteration 44Q: 3 clusters Score -6209406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6209400.000000 Penalty: 5364.582031
	Iteration 45Q: 3 clusters Score -6209400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6209401.500000 Penalty: 5364.582031
	Iteration 46Q: 3 clusters Score -6209402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6209404.500000 Penalty: 5364.582031
	Iteration 47Q: 3 clusters Score -6209404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6209402.500000 Penalty: 5364.582031
	Iteration 48Q: 3 clusters Score -6209402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6209405.000000 Penalty: 5364.582031
	Iteration 49Q: 3 clusters Score -6209405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6209405.000000 Penalty: 5364.582031
	Iteration 50F: 3 clusters Score -6209405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Entering Unmasked Estep 
Score: -2166517.750000 Penalty: 2411.641357
	Iteration 0F: 2 clusters Score -2166518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2154526.500000 Penalty: 4823.282715
	Iteration 0F: 3 clusters Score -2154526 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2158480.500000 Penalty: 4823.282715
	Iteration 1F: 3 clusters Score -2158480 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2158988.500000 Penalty: 4823.282715
	Iteration 2F: 3 clusters Score -2158988 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2159536.250000 Penalty: 4823.282715
	Iteration 3F: 3 clusters Score -2159536 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2160153.500000 Penalty: 4823.282715
	Iteration 4F: 3 clusters Score -2160154 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2160962.500000 Penalty: 4823.282715
	Iteration 5F: 3 clusters Score -2160962 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2161871.500000 Penalty: 4823.282715
	Iteration 6F: 3 clusters Score -2161872 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2162792.250000 Penalty: 4823.282715
	Iteration 7F: 3 clusters Score -2162792 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2163561.500000 Penalty: 4823.282715
	Iteration 8F: 3 clusters Score -2163562 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2164132.250000 Penalty: 4823.282715
	Iteration 9Q: 3 clusters Score -2164132 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2164514.000000 Penalty: 4823.282715
	Iteration 10Q: 3 clusters Score -2164514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2164730.000000 Penalty: 4823.282715
	Iteration 11Q: 3 clusters Score -2164730 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2164859.500000 Penalty: 4823.282715
	Iteration 12Q: 3 clusters Score -2164860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2164939.250000 Penalty: 4823.282715
	Iteration 13Q: 3 clusters Score -2164939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2164980.250000 Penalty: 4823.282715
	Iteration 14Q: 3 clusters Score -2164980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2165000.750000 Penalty: 4823.282715
	Iteration 15Q: 3 clusters Score -2165001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2165030.250000 Penalty: 4823.282715
	Iteration 16Q: 3 clusters Score -2165030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2165046.750000 Penalty: 4823.282715
	Iteration 17Q: 3 clusters Score -2165047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2165050.750000 Penalty: 4823.282715
	Iteration 18Q: 3 clusters Score -2165051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2165062.000000 Penalty: 4823.282715
	Iteration 19Q: 3 clusters Score -2165062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2165069.000000 Penalty: 4823.282715
	Iteration 20F: 3 clusters Score -2165069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2165073.000000 Penalty: 4823.282715
	Iteration 21Q: 3 clusters Score -2165073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2165076.250000 Penalty: 4823.282715
	Iteration 22Q: 3 clusters Score -2165076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2165078.250000 Penalty: 4823.282715
	Iteration 23Q: 3 clusters Score -2165078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2165080.750000 Penalty: 4823.282715
	Iteration 24Q: 3 clusters Score -2165081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2165080.750000 Penalty: 4823.282715
	Iteration 25F: 3 clusters Score -2165081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -175167.765625 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -175167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172940.468750 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -172940.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173501.125000 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -173501.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173832.156250 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -173832.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174209.046875 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -174209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174543.703125 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -174543.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -174712.265625 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -174712.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -174855.843750 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -174855.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -175009.718750 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -175009.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -175097.343750 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -175097.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -175181.500000 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -175181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -175224.687500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -175224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -175234.734375 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -175234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -175237.562500 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -175237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -175238.031250 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -175238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -175238.031250 Penalty: 3613.271240
	Iteration 14F: 3 clusters Score -175238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
Score: -116055744.000000 Penalty: 74949.453125
Splitting cluster 9 changes total score from -116057312.000000 to -116055744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (52663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Entering Unmasked Estep 
Score: -6800475.500000 Penalty: 2696.173828
	Iteration 0F: 2 clusters Score -6800476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6765057.500000 Penalty: 5392.347656
	Iteration 0F: 3 clusters Score -6765058 nChanged 24216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6778526.500000 Penalty: 5392.347656
	Iteration 1F: 3 clusters Score -6778526 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6779219.000000 Penalty: 5392.347656
	Iteration 2Q: 3 clusters Score -6779219 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6779947.000000 Penalty: 5392.347656
	Iteration 3Q: 3 clusters Score -6779947 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -6781019.500000 Penalty: 5392.347656
	Iteration 4Q: 3 clusters Score -6781020 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6782749.000000 Penalty: 5392.347656
	Iteration 5F: 3 clusters Score -6782749 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -6785573.500000 Penalty: 5392.347656
	Iteration 6F: 3 clusters Score -6785574 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -6789384.000000 Penalty: 5392.347656
	Iteration 7F: 3 clusters Score -6789384 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -6793077.500000 Penalty: 5392.347656
	Iteration 8F: 3 clusters Score -6793078 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6795707.000000 Penalty: 5392.347656
	Iteration 9F: 3 clusters Score -6795707 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6797059.500000 Penalty: 5392.347656
	Iteration 10Q: 3 clusters Score -6797060 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6797614.000000 Penalty: 5392.347656
	Iteration 11Q: 3 clusters Score -6797614 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6797866.000000 Penalty: 5392.347656
	Iteration 12Q: 3 clusters Score -6797866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6797983.000000 Penalty: 5392.347656
	Iteration 13Q: 3 clusters Score -6797983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6798022.000000 Penalty: 5392.347656
	Iteration 14Q: 3 clusters Score -6798022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6798057.000000 Penalty: 5392.347656
	Iteration 15Q: 3 clusters Score -6798057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6798087.000000 Penalty: 5392.347656
	Iteration 16Q: 3 clusters Score -6798087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6798106.500000 Penalty: 5392.347656
	Iteration 17Q: 3 clusters Score -6798106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6798121.000000 Penalty: 5392.347656
	Iteration 18Q: 3 clusters Score -6798121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6798143.000000 Penalty: 5392.347656
	Iteration 19Q: 3 clusters Score -6798143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6798154.500000 Penalty: 5392.347656
	Iteration 20F: 3 clusters Score -6798154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6798153.000000 Penalty: 5392.347656
	Iteration 21Q: 3 clusters Score -6798153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6798164.000000 Penalty: 5392.347656
	Iteration 22Q: 3 clusters Score -6798164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6798169.500000 Penalty: 5392.347656
	Iteration 23Q: 3 clusters Score -6798170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6798170.500000 Penalty: 5392.347656
	Iteration 24Q: 3 clusters Score -6798170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6798170.500000 Penalty: 5392.347656
	Iteration 25F: 3 clusters Score -6798170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -336167.125000 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -336167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -333127.968750 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -333128 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333748.906250 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -333748.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333915.718750 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -333915.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -334064.187500 Penalty: 3923.470947
	Iteration 3F: 3 clusters Score -334064.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334163.968750 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -334164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -334320.187500 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -334320.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334603.625000 Penalty: 3923.470947
	Iteration 6F: 3 clusters Score -334603.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -334996.812500 Penalty: 3923.470947
	Iteration 7F: 3 clusters Score -334996.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -335413.062500 Penalty: 3923.470947
	Iteration 8F: 3 clusters Score -335413.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -335736.750000 Penalty: 3923.470947
	Iteration 9F: 3 clusters Score -335736.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -336013.375000 Penalty: 3923.470947
	Iteration 10F: 3 clusters Score -336013.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -336188.500000 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -336188.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -336267.218750 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -336267.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -336303.781250 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -336303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -336314.687500 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -336314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -336317.812500 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -336317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -336321.343750 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -336321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -336322.437500 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -336322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -336322.687500 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -336322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -336322.687500 Penalty: 3923.470947
	Iteration 19F: 3 clusters Score -336322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
Score: -116056024.000000 Penalty: 74949.453125
Splitting cluster 11 changes total score from -116057312.000000 to -116056024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (237345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237345 members 
Entering Unmasked Estep 
Score: -30345064.000000 Penalty: 3069.562988
	Iteration 0F: 2 clusters Score -3.034506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -30246090.000000 Penalty: 6139.125977
	Iteration 0F: 3 clusters Score -3.024609e+07 nChanged 114566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -30312870.000000 Penalty: 6139.125977
	Iteration 1F: 3 clusters Score -3.031287e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124886 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -30313810.000000 Penalty: 6139.125977
	Iteration 2Q: 3 clusters Score -3.031381e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -30315146.000000 Penalty: 6139.125977
	Iteration 3Q: 3 clusters Score -3.031515e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135065 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -30317046.000000 Penalty: 6139.125977
	Iteration 4Q: 3 clusters Score -3.031705e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -30320414.000000 Penalty: 6139.125977
	Iteration 5Q: 3 clusters Score -3.032041e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -30326506.000000 Penalty: 6139.125977
	Iteration 6F: 3 clusters Score -3.032651e+07 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176445 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -30332968.000000 Penalty: 6139.125977
	Iteration 7F: 3 clusters Score -3.033297e+07 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194772 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -30334426.000000 Penalty: 6139.125977
	Iteration 8F: 3 clusters Score -3.033443e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208217 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -30334856.000000 Penalty: 6139.125977
	Iteration 9F: 3 clusters Score -3.033486e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217265 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -30335968.000000 Penalty: 6139.125977
	Iteration 10Q: 3 clusters Score -3.033597e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223110 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -30337526.000000 Penalty: 6139.125977
	Iteration 11Q: 3 clusters Score -3.033753e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226940 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -30338832.000000 Penalty: 6139.125977
	Iteration 12Q: 3 clusters Score -3.033883e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229560 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -30340028.000000 Penalty: 6139.125977
	Iteration 13Q: 3 clusters Score -3.034003e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231432 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -30340712.000000 Penalty: 6139.125977
	Iteration 14Q: 3 clusters Score -3.034071e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232802 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -30341248.000000 Penalty: 6139.125977
	Iteration 15Q: 3 clusters Score -3.034125e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233820 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -30341590.000000 Penalty: 6139.125977
	Iteration 16Q: 3 clusters Score -3.034159e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234603 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -30341704.000000 Penalty: 6139.125977
	Iteration 17Q: 3 clusters Score -3.03417e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235171 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -30341894.000000 Penalty: 6139.125977
	Iteration 18Q: 3 clusters Score -3.034189e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235568 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -30342116.000000 Penalty: 6139.125977
	Iteration 19Q: 3 clusters Score -3.034212e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235864 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -30342220.000000 Penalty: 6139.125977
	Iteration 20F: 3 clusters Score -3.034222e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236060 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -30342334.000000 Penalty: 6139.125977
	Iteration 21Q: 3 clusters Score -3.034233e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236200 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30342324.000000 Penalty: 6139.125977
	Iteration 22Q: 3 clusters Score -3.034232e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30342388.000000 Penalty: 6139.125977
	Iteration 23Q: 3 clusters Score -3.034239e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236385 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -30342412.000000 Penalty: 6139.125977
	Iteration 24Q: 3 clusters Score -3.034241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236443 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -30342410.000000 Penalty: 6139.125977
	Iteration 25Q: 3 clusters Score -3.034241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236484 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -30342422.000000 Penalty: 6139.125977
	Iteration 26Q: 3 clusters Score -3.034242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236511 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -30342422.000000 Penalty: 6139.125977
	Iteration 27Q: 3 clusters Score -3.034242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236537 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -30342438.000000 Penalty: 6139.125977
	Iteration 28Q: 3 clusters Score -3.034244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -30342452.000000 Penalty: 6139.125977
	Iteration 29Q: 3 clusters Score -3.034245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -30342464.000000 Penalty: 6139.125977
	Iteration 30Q: 3 clusters Score -3.034246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -30342458.000000 Penalty: 6139.125977
	Iteration 31Q: 3 clusters Score -3.034246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -30342462.000000 Penalty: 6139.125977
	Iteration 32Q: 3 clusters Score -3.034246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236625 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30342468.000000 Penalty: 6139.125977
	Iteration 33Q: 3 clusters Score -3.034247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236633 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -30342460.000000 Penalty: 6139.125977
	Iteration 34Q: 3 clusters Score -3.034246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -30342456.000000 Penalty: 6139.125977
	Iteration 35Q: 3 clusters Score -3.034246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236658 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -30342468.000000 Penalty: 6139.125977
	Iteration 36Q: 3 clusters Score -3.034247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -30342486.000000 Penalty: 6139.125977
	Iteration 37Q: 3 clusters Score -3.034249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -30342492.000000 Penalty: 6139.125977
	Iteration 38Q: 3 clusters Score -3.034249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236690 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -30342486.000000 Penalty: 6139.125977
	Iteration 39Q: 3 clusters Score -3.034249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -30342478.000000 Penalty: 6139.125977
	Iteration 40F: 3 clusters Score -3.034248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236711 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -30342498.000000 Penalty: 6139.125977
	Iteration 41Q: 3 clusters Score -3.03425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236718 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -30342498.000000 Penalty: 6139.125977
	Iteration 42Q: 3 clusters Score -3.03425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236722 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -30342496.000000 Penalty: 6139.125977
	Iteration 43Q: 3 clusters Score -3.03425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30342488.000000 Penalty: 6139.125977
	Iteration 44Q: 3 clusters Score -3.034249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236739 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -30342494.000000 Penalty: 6139.125977
	Iteration 45Q: 3 clusters Score -3.034249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236744 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -30342480.000000 Penalty: 6139.125977
	Iteration 46Q: 3 clusters Score -3.034248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30342496.000000 Penalty: 6139.125977
	Iteration 47Q: 3 clusters Score -3.03425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236741 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -30342504.000000 Penalty: 6139.125977
	Iteration 48Q: 3 clusters Score -3.03425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30342492.000000 Penalty: 6139.125977
	Iteration 49Q: 3 clusters Score -3.034249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30342492.000000 Penalty: 6139.125977
	Iteration 50F: 3 clusters Score -3.034249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -48029.046875 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -48029.05 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 215 members 
Entering Unmasked Estep 
Score: -46663.902344 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -46663.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46908.968750 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -46908.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46991.371094 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -46991.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47060.953125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -47060.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47114.101562 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -47114.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47172.906250 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -47172.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47205.554688 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -47205.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47254.945312 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -47254.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47285.542969 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -47285.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47328.054688 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -47328.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47406.453125 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -47406.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47498.097656 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -47498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47602.000000 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -47602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47770.328125 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -47770.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47912.566406 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -47912.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48005.792969 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -48005.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48159.652344 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -48159.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48301.171875 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -48301.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48301.171875 Penalty: 3022.410645
	Iteration 18F: 3 clusters Score -48301.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 33751 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 52663 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 237345 members 
Mstep: Class 13 contains 166 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 187622 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 199137 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
Score: -116055656.000000 Penalty: 74949.453125
Splitting cluster 13 changes total score from -116057312.000000 to -116055656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -40041.054688 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -40041.05 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 176 members 
Entering Unmasked Estep 
Score: -38703.871094 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38703.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38808.449219 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38808.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38844.453125 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -38844.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38857.109375 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38857.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38861.679688 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38861.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38867.746094 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38867.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38870.105469 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -38870.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38870.105469 Penalty: 2927.706055
	Iteration 7F: 3 clusters Score -38870.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -544047.312500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -544047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -539850.187500 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -539850.2 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -540907.562500 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -540907.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -541172.500000 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -541172.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -541343.312500 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -541343.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -541450.375000 Penalty: 4171.165527
	Iteration 4Q: 3 clusters Score -541450.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -541538.125000 Penalty: 4171.165527
	Iteration 5Q: 3 clusters Score -541538.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -541625.812500 Penalty: 4171.165527
	Iteration 6Q: 3 clusters Score -541625.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -541709.687500 Penalty: 4171.165527
	Iteration 7Q: 3 clusters Score -541709.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -541799.500000 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -541799.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -541928.437500 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -541928.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -542110.500000 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -542110.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -542264.625000 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -542264.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -542395.562500 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -542395.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -542481.250000 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -542481.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -542557.750000 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -542557.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -542636.000000 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -542636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -542715.125000 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -542715.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -542804.000000 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -542804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -542911.125000 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -542911.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -543017.437500 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -543017.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -543123.125000 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -543123.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -543224.125000 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -543224.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -543292.625000 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -543292.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -543344.937500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -543344.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -543383.687500 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -543383.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -543410.687500 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -543410.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -543424.750000 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -543424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -543429.750000 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -543429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -543433.312500 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -543433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -543435.000000 Penalty: 4171.165527
	Iteration 29Q: 3 clusters Score -543435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -543436.187500 Penalty: 4171.165527
	Iteration 30Q: 3 clusters Score -543436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -543438.937500 Penalty: 4171.165527
	Iteration 31Q: 3 clusters Score -543438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -543440.312500 Penalty: 4171.165527
	Iteration 32Q: 3 clusters Score -543440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -543442.937500 Penalty: 4171.165527
	Iteration 33Q: 3 clusters Score -543442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -543444.062500 Penalty: 4171.165527
	Iteration 34Q: 3 clusters Score -543444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -543444.500000 Penalty: 4171.165527
	Iteration 35Q: 3 clusters Score -543444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -543444.937500 Penalty: 4171.165527
	Iteration 36Q: 3 clusters Score -543444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -543445.000000 Penalty: 4171.165527
	Iteration 37Q: 3 clusters Score -543445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -543445.375000 Penalty: 4171.165527
	Iteration 38Q: 3 clusters Score -543445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -543445.375000 Penalty: 4171.165527
	Iteration 39F: 3 clusters Score -543445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (187622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187622 members 
Entering Unmasked Estep 
Score: -23903988.000000 Penalty: 3011.261719
	Iteration 0F: 2 clusters Score -2.390399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -23782038.000000 Penalty: 6022.523438
	Iteration 0F: 3 clusters Score -2.378204e+07 nChanged 90268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -23834518.000000 Penalty: 6022.523438
	Iteration 1F: 3 clusters Score -2.383452e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -23835542.000000 Penalty: 6022.523438
	Iteration 2Q: 3 clusters Score -2.383554e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -23836774.000000 Penalty: 6022.523438
	Iteration 3Q: 3 clusters Score -2.383677e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -23838764.000000 Penalty: 6022.523438
	Iteration 4Q: 3 clusters Score -2.383876e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -23842116.000000 Penalty: 6022.523438
	Iteration 5Q: 3 clusters Score -2.384212e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -23846730.000000 Penalty: 6022.523438
	Iteration 6Q: 3 clusters Score -2.384673e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -23852590.000000 Penalty: 6022.523438
	Iteration 7F: 3 clusters Score -2.385259e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -23859658.000000 Penalty: 6022.523438
	Iteration 8F: 3 clusters Score -2.385966e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -23866992.000000 Penalty: 6022.523438
	Iteration 9F: 3 clusters Score -2.386699e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 121722 members 
Entering Unmasked Estep 
Score: -23873664.000000 Penalty: 6022.523438
	Iteration 10F: 3 clusters Score -2.387366e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -23878608.000000 Penalty: 6022.523438
	Iteration 11Q: 3 clusters Score -2.387861e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -23882098.000000 Penalty: 6022.523438
	Iteration 12Q: 3 clusters Score -2.38821e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -23883596.000000 Penalty: 6022.523438
	Iteration 13Q: 3 clusters Score -2.38836e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -23884376.000000 Penalty: 6022.523438
	Iteration 14Q: 3 clusters Score -2.388438e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -23884788.000000 Penalty: 6022.523438
	Iteration 15Q: 3 clusters Score -2.388479e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -23885194.000000 Penalty: 6022.523438
	Iteration 16Q: 3 clusters Score -2.388519e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 128755 members 
Entering Unmasked Estep 
Score: -23885468.000000 Penalty: 6022.523438
	Iteration 17Q: 3 clusters Score -2.388547e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -23885752.000000 Penalty: 6022.523438
	Iteration 18Q: 3 clusters Score -2.388575e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 131207 members 
Entering Unmasked Estep 
Score: -23886168.000000 Penalty: 6022.523438
	Iteration 19Q: 3 clusters Score -2.388617e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -23886560.000000 Penalty: 6022.523438
	Iteration 20F: 3 clusters Score -2.388656e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -23886952.000000 Penalty: 6022.523438
	Iteration 21Q: 3 clusters Score -2.388695e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -23887418.000000 Penalty: 6022.523438
	Iteration 22Q: 3 clusters Score -2.388742e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -23887716.000000 Penalty: 6022.523438
	Iteration 23Q: 3 clusters Score -2.388772e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -23888254.000000 Penalty: 6022.523438
	Iteration 24Q: 3 clusters Score -2.388825e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -23888502.000000 Penalty: 6022.523438
	Iteration 25Q: 3 clusters Score -2.38885e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 141298 members 
Entering Unmasked Estep 
Score: -23888912.000000 Penalty: 6022.523438
	Iteration 26Q: 3 clusters Score -2.388891e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -23889226.000000 Penalty: 6022.523438
	Iteration 27Q: 3 clusters Score -2.388923e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -23889628.000000 Penalty: 6022.523438
	Iteration 28Q: 3 clusters Score -2.388963e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -23890158.000000 Penalty: 6022.523438
	Iteration 29Q: 3 clusters Score -2.389016e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -23890654.000000 Penalty: 6022.523438
	Iteration 30Q: 3 clusters Score -2.389065e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -23891094.000000 Penalty: 6022.523438
	Iteration 31Q: 3 clusters Score -2.389109e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -23891458.000000 Penalty: 6022.523438
	Iteration 32Q: 3 clusters Score -2.389146e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -23891914.000000 Penalty: 6022.523438
	Iteration 33Q: 3 clusters Score -2.389191e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -23892422.000000 Penalty: 6022.523438
	Iteration 34Q: 3 clusters Score -2.389242e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -23893082.000000 Penalty: 6022.523438
	Iteration 35Q: 3 clusters Score -2.389308e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -23893540.000000 Penalty: 6022.523438
	Iteration 36Q: 3 clusters Score -2.389354e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 161624 members 
Entering Unmasked Estep 
Score: -23893972.000000 Penalty: 6022.523438
	Iteration 37Q: 3 clusters Score -2.389397e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -23894406.000000 Penalty: 6022.523438
	Iteration 38Q: 3 clusters Score -2.389441e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -23894844.000000 Penalty: 6022.523438
	Iteration 39Q: 3 clusters Score -2.389484e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -23895468.000000 Penalty: 6022.523438
	Iteration 40F: 3 clusters Score -2.389547e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -23895942.000000 Penalty: 6022.523438
	Iteration 41Q: 3 clusters Score -2.389594e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -23896340.000000 Penalty: 6022.523438
	Iteration 42Q: 3 clusters Score -2.389634e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -23896708.000000 Penalty: 6022.523438
	Iteration 43Q: 3 clusters Score -2.389671e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -23897292.000000 Penalty: 6022.523438
	Iteration 44Q: 3 clusters Score -2.389729e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -23897712.000000 Penalty: 6022.523438
	Iteration 45Q: 3 clusters Score -2.389771e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -23898164.000000 Penalty: 6022.523438
	Iteration 46Q: 3 clusters Score -2.389816e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -23898568.000000 Penalty: 6022.523438
	Iteration 47Q: 3 clusters Score -2.389857e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -23898866.000000 Penalty: 6022.523438
	Iteration 48Q: 3 clusters Score -2.389887e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 180257 members 
Entering Unmasked Estep 
Score: -23899256.000000 Penalty: 6022.523438
	Iteration 49Q: 3 clusters Score -2.389926e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 181228 members 
Entering Unmasked Estep 
Score: -23899658.000000 Penalty: 6022.523438
	Iteration 50Q: 3 clusters Score -2.389966e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 182062 members 
Entering Unmasked Estep 
Score: -23899856.000000 Penalty: 6022.523438
	Iteration 51Q: 3 clusters Score -2.389986e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 182789 members 
Entering Unmasked Estep 
Score: -23900080.000000 Penalty: 6022.523438
	Iteration 52Q: 3 clusters Score -2.390008e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -23900316.000000 Penalty: 6022.523438
	Iteration 53Q: 3 clusters Score -2.390032e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 183952 members 
Entering Unmasked Estep 
Score: -23900528.000000 Penalty: 6022.523438
	Iteration 54Q: 3 clusters Score -2.390053e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 184395 members 
Entering Unmasked Estep 
Score: -23900714.000000 Penalty: 6022.523438
	Iteration 55Q: 3 clusters Score -2.390071e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 184767 members 
Entering Unmasked Estep 
Score: -23900852.000000 Penalty: 6022.523438
	Iteration 56Q: 3 clusters Score -2.390085e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 185053 members 
Entering Unmasked Estep 
Score: -23900956.000000 Penalty: 6022.523438
	Iteration 57Q: 3 clusters Score -2.390096e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 185278 members 
Entering Unmasked Estep 
Score: -23901024.000000 Penalty: 6022.523438
	Iteration 58Q: 3 clusters Score -2.390102e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 185486 members 
Entering Unmasked Estep 
Score: -23901096.000000 Penalty: 6022.523438
	Iteration 59Q: 3 clusters Score -2.39011e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 185643 members 
Entering Unmasked Estep 
Score: -23901164.000000 Penalty: 6022.523438
	Iteration 60F: 3 clusters Score -2.390116e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 185786 members 
Entering Unmasked Estep 
Score: -23901208.000000 Penalty: 6022.523438
	Iteration 61Q: 3 clusters Score -2.390121e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 185887 members 
Entering Unmasked Estep 
Score: -23901246.000000 Penalty: 6022.523438
	Iteration 62Q: 3 clusters Score -2.390125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 185965 members 
Entering Unmasked Estep 
Score: -23901260.000000 Penalty: 6022.523438
	Iteration 63Q: 3 clusters Score -2.390126e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -23901302.000000 Penalty: 6022.523438
	Iteration 64Q: 3 clusters Score -2.39013e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 186091 members 
Entering Unmasked Estep 
Score: -23901294.000000 Penalty: 6022.523438
	Iteration 65Q: 3 clusters Score -2.390129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 186141 members 
Entering Unmasked Estep 
Score: -23901348.000000 Penalty: 6022.523438
	Iteration 66Q: 3 clusters Score -2.390135e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 186188 members 
Entering Unmasked Estep 
Score: -23901364.000000 Penalty: 6022.523438
	Iteration 67Q: 3 clusters Score -2.390136e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 186233 members 
Entering Unmasked Estep 
Score: -23901394.000000 Penalty: 6022.523438
	Iteration 68Q: 3 clusters Score -2.390139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 186256 members 
Entering Unmasked Estep 
Score: -23901414.000000 Penalty: 6022.523438
	Iteration 69Q: 3 clusters Score -2.390141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 186284 members 
Entering Unmasked Estep 
Score: -23901434.000000 Penalty: 6022.523438
	Iteration 70Q: 3 clusters Score -2.390143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 186303 members 
Entering Unmasked Estep 
Score: -23901448.000000 Penalty: 6022.523438
	Iteration 71Q: 3 clusters Score -2.390145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -23901438.000000 Penalty: 6022.523438
	Iteration 72Q: 3 clusters Score -2.390144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 186347 members 
Entering Unmasked Estep 
Score: -23901466.000000 Penalty: 6022.523438
	Iteration 73Q: 3 clusters Score -2.390147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 186361 members 
Entering Unmasked Estep 
Score: -23901442.000000 Penalty: 6022.523438
	Iteration 74Q: 3 clusters Score -2.390144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 186375 members 
Entering Unmasked Estep 
Score: -23901448.000000 Penalty: 6022.523438
	Iteration 75Q: 3 clusters Score -2.390145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 186396 members 
Entering Unmasked Estep 
Score: -23901440.000000 Penalty: 6022.523438
	Iteration 76Q: 3 clusters Score -2.390144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 186412 members 
Entering Unmasked Estep 
Score: -23901440.000000 Penalty: 6022.523438
	Iteration 77Q: 3 clusters Score -2.390144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 186421 members 
Entering Unmasked Estep 
Score: -23901466.000000 Penalty: 6022.523438
	Iteration 78Q: 3 clusters Score -2.390147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 186431 members 
Entering Unmasked Estep 
Score: -23901474.000000 Penalty: 6022.523438
	Iteration 79Q: 3 clusters Score -2.390147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -23901496.000000 Penalty: 6022.523438
	Iteration 80F: 3 clusters Score -2.39015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -23901494.000000 Penalty: 6022.523438
	Iteration 81Q: 3 clusters Score -2.390149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 186447 members 
Entering Unmasked Estep 
Score: -23901488.000000 Penalty: 6022.523438
	Iteration 82Q: 3 clusters Score -2.390149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 186453 members 
Entering Unmasked Estep 
Score: -23901482.000000 Penalty: 6022.523438
	Iteration 83Q: 3 clusters Score -2.390148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 186457 members 
Entering Unmasked Estep 
Score: -23901498.000000 Penalty: 6022.523438
	Iteration 84Q: 3 clusters Score -2.39015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -23901498.000000 Penalty: 6022.523438
	Iteration 85Q: 3 clusters Score -2.39015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -23901492.000000 Penalty: 6022.523438
	Iteration 86Q: 3 clusters Score -2.390149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -23901500.000000 Penalty: 6022.523438
	Iteration 87Q: 3 clusters Score -2.39015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 186495 members 
Entering Unmasked Estep 
Score: -23901478.000000 Penalty: 6022.523438
	Iteration 88Q: 3 clusters Score -2.390148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 186501 members 
Entering Unmasked Estep 
Score: -23901498.000000 Penalty: 6022.523438
	Iteration 89Q: 3 clusters Score -2.39015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 186502 members 
Entering Unmasked Estep 
Score: -23901484.000000 Penalty: 6022.523438
	Iteration 90Q: 3 clusters Score -2.390148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 186504 members 
Entering Unmasked Estep 
Score: -23901478.000000 Penalty: 6022.523438
	Iteration 91Q: 3 clusters Score -2.390148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 186505 members 
Entering Unmasked Estep 
Score: -23901490.000000 Penalty: 6022.523438
	Iteration 92Q: 3 clusters Score -2.390149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 186509 members 
Entering Unmasked Estep 
Score: -23901498.000000 Penalty: 6022.523438
	Iteration 93Q: 3 clusters Score -2.39015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -23901510.000000 Penalty: 6022.523438
	Iteration 94Q: 3 clusters Score -2.390151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -23901500.000000 Penalty: 6022.523438
	Iteration 95Q: 3 clusters Score -2.39015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 186515 members 
Entering Unmasked Estep 
Score: -23901502.000000 Penalty: 6022.523438
	Iteration 96Q: 3 clusters Score -2.39015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -23901502.000000 Penalty: 6022.523438
	Iteration 97Q: 3 clusters Score -2.39015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -23901502.000000 Penalty: 6022.523438
	Iteration 98Q: 3 clusters Score -2.39015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 186520 members 
Entering Unmasked Estep 
Score: -23901502.000000 Penalty: 6022.523438
	Iteration 99Q: 3 clusters Score -2.39015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 186523 members 
Entering Unmasked Estep 
Score: -23901498.000000 Penalty: 6022.523438
	Iteration 100F: 3 clusters Score -2.39015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -23901506.000000 Penalty: 6022.523438
	Iteration 101Q: 3 clusters Score -2.390151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -23901506.000000 Penalty: 6022.523438
	Iteration 102Q: 3 clusters Score -2.390151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -23901506.000000 Penalty: 6022.523438
	Iteration 103F: 3 clusters Score -2.390151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -33480.910156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -33480.91 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 161 members 
Entering Unmasked Estep 
Score: -32224.134766 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -32224.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32348.623047 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -32348.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32409.707031 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -32409.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32465.677734 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -32465.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32497.802734 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -32497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32533.462891 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -32533.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32598.138672 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -32598.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32620.496094 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -32620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32627.626953 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -32627.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32634.875000 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -32634.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32646.759766 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -32646.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32646.798828 Penalty: 2838.898193
	Iteration 11F: 3 clusters Score -32646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32655.291016 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -32655.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32655.291016 Penalty: 2838.898193
	Iteration 13F: 3 clusters Score -32655.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Entering Unmasked Estep 
Score: -25363280.000000 Penalty: 3026.033447
	Iteration 0F: 2 clusters Score -2.536328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -25234132.000000 Penalty: 6052.066895
	Iteration 0F: 3 clusters Score -2.523413e+07 nChanged 95867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -25290382.000000 Penalty: 6052.066895
	Iteration 1F: 3 clusters Score -2.529038e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -25291988.000000 Penalty: 6052.066895
	Iteration 2Q: 3 clusters Score -2.529199e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -25294530.000000 Penalty: 6052.066895
	Iteration 3Q: 3 clusters Score -2.529453e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -25299024.000000 Penalty: 6052.066895
	Iteration 4F: 3 clusters Score -2.529902e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -25306858.000000 Penalty: 6052.066895
	Iteration 5F: 3 clusters Score -2.530686e+07 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -25319668.000000 Penalty: 6052.066895
	Iteration 6F: 3 clusters Score -2.531967e+07 nChanged 15991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -25335256.000000 Penalty: 6052.066895
	Iteration 7F: 3 clusters Score -2.533526e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -25348772.000000 Penalty: 6052.066895
	Iteration 8F: 3 clusters Score -2.534877e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 168840 members 
Entering Unmasked Estep 
Score: -25354922.000000 Penalty: 6052.066895
	Iteration 9Q: 3 clusters Score -2.535492e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -25357030.000000 Penalty: 6052.066895
	Iteration 10Q: 3 clusters Score -2.535703e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -25358002.000000 Penalty: 6052.066895
	Iteration 11Q: 3 clusters Score -2.5358e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -25358782.000000 Penalty: 6052.066895
	Iteration 12Q: 3 clusters Score -2.535878e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 181722 members 
Entering Unmasked Estep 
Score: -25359124.000000 Penalty: 6052.066895
	Iteration 13Q: 3 clusters Score -2.535912e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -25359566.000000 Penalty: 6052.066895
	Iteration 14Q: 3 clusters Score -2.535957e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -25359964.000000 Penalty: 6052.066895
	Iteration 15Q: 3 clusters Score -2.535996e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 189348 members 
Entering Unmasked Estep 
Score: -25360420.000000 Penalty: 6052.066895
	Iteration 16Q: 3 clusters Score -2.536042e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 191170 members 
Entering Unmasked Estep 
Score: -25360742.000000 Penalty: 6052.066895
	Iteration 17Q: 3 clusters Score -2.536074e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 192623 members 
Entering Unmasked Estep 
Score: -25360998.000000 Penalty: 6052.066895
	Iteration 18Q: 3 clusters Score -2.5361e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 193768 members 
Entering Unmasked Estep 
Score: -25361124.000000 Penalty: 6052.066895
	Iteration 19Q: 3 clusters Score -2.536112e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 194655 members 
Entering Unmasked Estep 
Score: -25361242.000000 Penalty: 6052.066895
	Iteration 20F: 3 clusters Score -2.536124e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 195350 members 
Entering Unmasked Estep 
Score: -25361198.000000 Penalty: 6052.066895
	Iteration 21Q: 3 clusters Score -2.53612e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 195861 members 
Entering Unmasked Estep 
Score: -25361270.000000 Penalty: 6052.066895
	Iteration 22Q: 3 clusters Score -2.536127e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 196269 members 
Entering Unmasked Estep 
Score: -25361254.000000 Penalty: 6052.066895
	Iteration 23Q: 3 clusters Score -2.536125e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 196603 members 
Entering Unmasked Estep 
Score: -25361298.000000 Penalty: 6052.066895
	Iteration 24Q: 3 clusters Score -2.53613e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 196867 members 
Entering Unmasked Estep 
Score: -25361304.000000 Penalty: 6052.066895
	Iteration 25Q: 3 clusters Score -2.53613e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 197067 members 
Entering Unmasked Estep 
Score: -25361234.000000 Penalty: 6052.066895
	Iteration 26Q: 3 clusters Score -2.536123e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 197243 members 
Entering Unmasked Estep 
Score: -25361256.000000 Penalty: 6052.066895
	Iteration 27Q: 3 clusters Score -2.536126e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 197392 members 
Entering Unmasked Estep 
Score: -25361182.000000 Penalty: 6052.066895
	Iteration 28Q: 3 clusters Score -2.536118e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 197512 members 
Entering Unmasked Estep 
Score: -25361136.000000 Penalty: 6052.066895
	Iteration 29Q: 3 clusters Score -2.536114e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 197619 members 
Entering Unmasked Estep 
Score: -25361154.000000 Penalty: 6052.066895
	Iteration 30Q: 3 clusters Score -2.536115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 197693 members 
Entering Unmasked Estep 
Score: -25361184.000000 Penalty: 6052.066895
	Iteration 31Q: 3 clusters Score -2.536118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -25361176.000000 Penalty: 6052.066895
	Iteration 32Q: 3 clusters Score -2.536118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 197797 members 
Entering Unmasked Estep 
Score: -25361182.000000 Penalty: 6052.066895
	Iteration 33Q: 3 clusters Score -2.536118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 197834 members 
Entering Unmasked Estep 
Score: -25361180.000000 Penalty: 6052.066895
	Iteration 34Q: 3 clusters Score -2.536118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 197865 members 
Entering Unmasked Estep 
Score: -25361168.000000 Penalty: 6052.066895
	Iteration 35Q: 3 clusters Score -2.536117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 197889 members 
Entering Unmasked Estep 
Score: -25361170.000000 Penalty: 6052.066895
	Iteration 36Q: 3 clusters Score -2.536117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 197908 members 
Entering Unmasked Estep 
Score: -25361174.000000 Penalty: 6052.066895
	Iteration 37Q: 3 clusters Score -2.536117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 197924 members 
Entering Unmasked Estep 
Score: -25361142.000000 Penalty: 6052.066895
	Iteration 38Q: 3 clusters Score -2.536114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 197940 members 
Entering Unmasked Estep 
Score: -25361154.000000 Penalty: 6052.066895
	Iteration 39Q: 3 clusters Score -2.536115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 197960 members 
Entering Unmasked Estep 
Score: -25361144.000000 Penalty: 6052.066895
	Iteration 40F: 3 clusters Score -2.536114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 197984 members 
Entering Unmasked Estep 
Score: -25361122.000000 Penalty: 6052.066895
	Iteration 41Q: 3 clusters Score -2.536112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 198001 members 
Entering Unmasked Estep 
Score: -25361126.000000 Penalty: 6052.066895
	Iteration 42Q: 3 clusters Score -2.536113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 198020 members 
Entering Unmasked Estep 
Score: -25361150.000000 Penalty: 6052.066895
	Iteration 43Q: 3 clusters Score -2.536115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 198033 members 
Entering Unmasked Estep 
Score: -25361142.000000 Penalty: 6052.066895
	Iteration 44Q: 3 clusters Score -2.536114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 198045 members 
Entering Unmasked Estep 
Score: -25361128.000000 Penalty: 6052.066895
	Iteration 45Q: 3 clusters Score -2.536113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 198055 members 
Entering Unmasked Estep 
Score: -25361150.000000 Penalty: 6052.066895
	Iteration 46Q: 3 clusters Score -2.536115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 198062 members 
Entering Unmasked Estep 
Score: -25361138.000000 Penalty: 6052.066895
	Iteration 47Q: 3 clusters Score -2.536114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 198066 members 
Entering Unmasked Estep 
Score: -25361150.000000 Penalty: 6052.066895
	Iteration 48Q: 3 clusters Score -2.536115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 198071 members 
Entering Unmasked Estep 
Score: -25361138.000000 Penalty: 6052.066895
	Iteration 49Q: 3 clusters Score -2.536114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 198079 members 
Entering Unmasked Estep 
Score: -25361156.000000 Penalty: 6052.066895
	Iteration 50Q: 3 clusters Score -2.536116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 198084 members 
Entering Unmasked Estep 
Score: -25361158.000000 Penalty: 6052.066895
	Iteration 51Q: 3 clusters Score -2.536116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -25361146.000000 Penalty: 6052.066895
	Iteration 52Q: 3 clusters Score -2.536115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 198092 members 
Entering Unmasked Estep 
Score: -25361150.000000 Penalty: 6052.066895
	Iteration 53Q: 3 clusters Score -2.536115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 198098 members 
Entering Unmasked Estep 
Score: -25361164.000000 Penalty: 6052.066895
	Iteration 54Q: 3 clusters Score -2.536116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 198106 members 
Entering Unmasked Estep 
Score: -25361154.000000 Penalty: 6052.066895
	Iteration 55Q: 3 clusters Score -2.536115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 198113 members 
Entering Unmasked Estep 
Score: -25361178.000000 Penalty: 6052.066895
	Iteration 56Q: 3 clusters Score -2.536118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 198119 members 
Entering Unmasked Estep 
Score: -25361174.000000 Penalty: 6052.066895
	Iteration 57Q: 3 clusters Score -2.536117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 198125 members 
Entering Unmasked Estep 
Score: -25361162.000000 Penalty: 6052.066895
	Iteration 58Q: 3 clusters Score -2.536116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -25361170.000000 Penalty: 6052.066895
	Iteration 59Q: 3 clusters Score -2.536117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 198135 members 
Entering Unmasked Estep 
Score: -25361168.000000 Penalty: 6052.066895
	Iteration 60F: 3 clusters Score -2.536117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 198140 members 
Entering Unmasked Estep 
Score: -25361188.000000 Penalty: 6052.066895
	Iteration 61Q: 3 clusters Score -2.536119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 198140 members 
Entering Unmasked Estep 
Score: -25361200.000000 Penalty: 6052.066895
	Iteration 62Q: 3 clusters Score -2.53612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 198140 members 
Entering Unmasked Estep 
Score: -25361200.000000 Penalty: 6052.066895
	Iteration 63F: 3 clusters Score -2.53612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1418612.250000 Penalty: 2322.273193
	Iteration 0F: 2 clusters Score -1418612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1409897.375000 Penalty: 4644.546387
	Iteration 0F: 3 clusters Score -1409897 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1412543.875000 Penalty: 4644.546387
	Iteration 1F: 3 clusters Score -1412544 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1412922.250000 Penalty: 4644.546387
	Iteration 2F: 3 clusters Score -1412922 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1413229.875000 Penalty: 4644.546387
	Iteration 3F: 3 clusters Score -1413230 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1413493.750000 Penalty: 4644.546387
	Iteration 4Q: 3 clusters Score -1413494 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1413771.375000 Penalty: 4644.546387
	Iteration 5Q: 3 clusters Score -1413771 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1414149.750000 Penalty: 4644.546387
	Iteration 6Q: 3 clusters Score -1414150 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1414557.500000 Penalty: 4644.546387
	Iteration 7F: 3 clusters Score -1414558 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1414955.500000 Penalty: 4644.546387
	Iteration 8F: 3 clusters Score -1414956 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1415283.750000 Penalty: 4644.546387
	Iteration 9Q: 3 clusters Score -1415284 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1415596.375000 Penalty: 4644.546387
	Iteration 10Q: 3 clusters Score -1415596 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1415844.250000 Penalty: 4644.546387
	Iteration 11Q: 3 clusters Score -1415844 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1416067.125000 Penalty: 4644.546387
	Iteration 12Q: 3 clusters Score -1416067 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1416213.875000 Penalty: 4644.546387
	Iteration 13Q: 3 clusters Score -1416214 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1416319.250000 Penalty: 4644.546387
	Iteration 14Q: 3 clusters Score -1416319 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1416402.000000 Penalty: 4644.546387
	Iteration 15Q: 3 clusters Score -1416402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1416470.875000 Penalty: 4644.546387
	Iteration 16Q: 3 clusters Score -1416471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1416527.750000 Penalty: 4644.546387
	Iteration 17Q: 3 clusters Score -1416528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1416566.250000 Penalty: 4644.546387
	Iteration 18Q: 3 clusters Score -1416566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1416593.875000 Penalty: 4644.546387
	Iteration 19Q: 3 clusters Score -1416594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1416613.500000 Penalty: 4644.546387
	Iteration 20F: 3 clusters Score -1416614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1416633.000000 Penalty: 4644.546387
	Iteration 21Q: 3 clusters Score -1416633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1416651.250000 Penalty: 4644.546387
	Iteration 22Q: 3 clusters Score -1416651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1416664.500000 Penalty: 4644.546387
	Iteration 23Q: 3 clusters Score -1416664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1416680.125000 Penalty: 4644.546387
	Iteration 24Q: 3 clusters Score -1416680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1416696.375000 Penalty: 4644.546387
	Iteration 25Q: 3 clusters Score -1416696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1416701.625000 Penalty: 4644.546387
	Iteration 26Q: 3 clusters Score -1416702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1416708.875000 Penalty: 4644.546387
	Iteration 27Q: 3 clusters Score -1416709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1416718.375000 Penalty: 4644.546387
	Iteration 28Q: 3 clusters Score -1416718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1416722.875000 Penalty: 4644.546387
	Iteration 29Q: 3 clusters Score -1416723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1416731.625000 Penalty: 4644.546387
	Iteration 30Q: 3 clusters Score -1416732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1416730.875000 Penalty: 4644.546387
	Iteration 31Q: 3 clusters Score -1416731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1416733.125000 Penalty: 4644.546387
	Iteration 32Q: 3 clusters Score -1416733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1416736.000000 Penalty: 4644.546387
	Iteration 33Q: 3 clusters Score -1416736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1416741.250000 Penalty: 4644.546387
	Iteration 34Q: 3 clusters Score -1416741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1416745.125000 Penalty: 4644.546387
	Iteration 35Q: 3 clusters Score -1416745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1416744.750000 Penalty: 4644.546387
	Iteration 36Q: 3 clusters Score -1416745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1416754.125000 Penalty: 4644.546387
	Iteration 37Q: 3 clusters Score -1416754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1416753.625000 Penalty: 4644.546387
	Iteration 38Q: 3 clusters Score -1416754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1416758.000000 Penalty: 4644.546387
	Iteration 39Q: 3 clusters Score -1416758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1416759.375000 Penalty: 4644.546387
	Iteration 40F: 3 clusters Score -1416759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1416760.625000 Penalty: 4644.546387
	Iteration 41Q: 3 clusters Score -1416761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1416761.750000 Penalty: 4644.546387
	Iteration 42Q: 3 clusters Score -1416762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1416763.375000 Penalty: 4644.546387
	Iteration 43Q: 3 clusters Score -1416763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1416763.000000 Penalty: 4644.546387
	Iteration 44Q: 3 clusters Score -1416763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1416763.000000 Penalty: 4644.546387
	Iteration 45F: 3 clusters Score -1416763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Entering Unmasked Estep 
Score: -2480583.250000 Penalty: 2444.360107
	Iteration 0F: 2 clusters Score -2480583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2467081.000000 Penalty: 4888.720215
	Iteration 0F: 3 clusters Score -2467081 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2471432.000000 Penalty: 4888.720215
	Iteration 1F: 3 clusters Score -2471432 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2471731.000000 Penalty: 4888.720215
	Iteration 2Q: 3 clusters Score -2471731 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2472002.250000 Penalty: 4888.720215
	Iteration 3Q: 3 clusters Score -2472002 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2472279.250000 Penalty: 4888.720215
	Iteration 4Q: 3 clusters Score -2472279 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2472601.000000 Penalty: 4888.720215
	Iteration 5Q: 3 clusters Score -2472601 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2473025.250000 Penalty: 4888.720215
	Iteration 6Q: 3 clusters Score -2473025 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2473611.000000 Penalty: 4888.720215
	Iteration 7F: 3 clusters Score -2473611 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2474410.000000 Penalty: 4888.720215
	Iteration 8F: 3 clusters Score -2474410 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2475417.250000 Penalty: 4888.720215
	Iteration 9F: 3 clusters Score -2475417 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2476462.500000 Penalty: 4888.720215
	Iteration 10F: 3 clusters Score -2476462 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2477289.000000 Penalty: 4888.720215
	Iteration 11Q: 3 clusters Score -2477289 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2477807.250000 Penalty: 4888.720215
	Iteration 12Q: 3 clusters Score -2477807 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2478079.250000 Penalty: 4888.720215
	Iteration 13Q: 3 clusters Score -2478079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2478218.500000 Penalty: 4888.720215
	Iteration 14Q: 3 clusters Score -2478218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2478296.250000 Penalty: 4888.720215
	Iteration 15Q: 3 clusters Score -2478296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2478370.750000 Penalty: 4888.720215
	Iteration 16Q: 3 clusters Score -2478371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2478414.500000 Penalty: 4888.720215
	Iteration 17Q: 3 clusters Score -2478414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2478451.000000 Penalty: 4888.720215
	Iteration 18Q: 3 clusters Score -2478451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2478469.000000 Penalty: 4888.720215
	Iteration 19Q: 3 clusters Score -2478469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2478479.500000 Penalty: 4888.720215
	Iteration 20F: 3 clusters Score -2478480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2478483.750000 Penalty: 4888.720215
	Iteration 21Q: 3 clusters Score -2478484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2478499.500000 Penalty: 4888.720215
	Iteration 22Q: 3 clusters Score -2478500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2478501.250000 Penalty: 4888.720215
	Iteration 23Q: 3 clusters Score -2478501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2478499.250000 Penalty: 4888.720215
	Iteration 24Q: 3 clusters Score -2478499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2478510.750000 Penalty: 4888.720215
	Iteration 25Q: 3 clusters Score -2478511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2478514.000000 Penalty: 4888.720215
	Iteration 26Q: 3 clusters Score -2478514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2478516.500000 Penalty: 4888.720215
	Iteration 27Q: 3 clusters Score -2478516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2478517.250000 Penalty: 4888.720215
	Iteration 28Q: 3 clusters Score -2478517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2478517.250000 Penalty: 4888.720215
	Iteration 29F: 3 clusters Score -2478517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Entering Unmasked Estep 
Score: -1593684.625000 Penalty: 2340.553223
	Iteration 0F: 2 clusters Score -1593685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1584352.625000 Penalty: 4681.106445
	Iteration 0F: 3 clusters Score -1584353 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1587167.125000 Penalty: 4681.106445
	Iteration 1F: 3 clusters Score -1587167 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1587669.250000 Penalty: 4681.106445
	Iteration 2F: 3 clusters Score -1587669 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1588267.250000 Penalty: 4681.106445
	Iteration 3F: 3 clusters Score -1588267 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1588903.625000 Penalty: 4681.106445
	Iteration 4F: 3 clusters Score -1588904 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1589623.000000 Penalty: 4681.106445
	Iteration 5F: 3 clusters Score -1589623 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1590332.375000 Penalty: 4681.106445
	Iteration 6F: 3 clusters Score -1590332 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1591012.500000 Penalty: 4681.106445
	Iteration 7F: 3 clusters Score -1591012 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1591596.500000 Penalty: 4681.106445
	Iteration 8F: 3 clusters Score -1591596 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1592056.500000 Penalty: 4681.106445
	Iteration 9Q: 3 clusters Score -1592056 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1592329.750000 Penalty: 4681.106445
	Iteration 10Q: 3 clusters Score -1592330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1592454.500000 Penalty: 4681.106445
	Iteration 11Q: 3 clusters Score -1592454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1592502.375000 Penalty: 4681.106445
	Iteration 12Q: 3 clusters Score -1592502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1592517.250000 Penalty: 4681.106445
	Iteration 13Q: 3 clusters Score -1592517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1592531.250000 Penalty: 4681.106445
	Iteration 14Q: 3 clusters Score -1592531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1592541.250000 Penalty: 4681.106445
	Iteration 15Q: 3 clusters Score -1592541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1592547.375000 Penalty: 4681.106445
	Iteration 16Q: 3 clusters Score -1592547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1592550.125000 Penalty: 4681.106445
	Iteration 17Q: 3 clusters Score -1592550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1592549.625000 Penalty: 4681.106445
	Iteration 18Q: 3 clusters Score -1592550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1592549.000000 Penalty: 4681.106445
	Iteration 19Q: 3 clusters Score -1592549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1592547.875000 Penalty: 4681.106445
	Iteration 20F: 3 clusters Score -1592548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1592550.625000 Penalty: 4681.106445
	Iteration 21Q: 3 clusters Score -1592551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1592551.125000 Penalty: 4681.106445
	Iteration 22Q: 3 clusters Score -1592551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1592551.125000 Penalty: 4681.106445
	Iteration 23F: 3 clusters Score -1592551 nChanged 0
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -350263904.000000 Penalty: 77264.234375
24->22 Clusters: Score -350263904.000000, best is -350344192.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 924557 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 38385 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 38714 members 
Mstep: Class 5 contains 38722 members 
Mstep: Class 6 contains 38377 members 
Mstep: Class 7 contains 38498 members 
Mstep: Class 8 contains 38386 members 
Mstep: Class 9 contains 38604 members 
Mstep: Class 10 contains 38180 members 
Mstep: Class 11 contains 38425 members 
Mstep: Class 12 contains 38528 members 
Mstep: Class 13 contains 38588 members 
Mstep: Class 14 contains 38322 members 
Mstep: Class 15 contains 38354 members 
Mstep: Class 16 contains 38624 members 
Mstep: Class 17 contains 38799 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 38964 members 
Mstep: Class 20 contains 38379 members 
Mstep: Class 21 contains 38630 members 
Mstep: Class 22 contains 38428 members 
Mstep: Class 23 contains 38310 members 
Mstep: Class 24 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 739.680115 but Gain 3406.789062
Score: -112390048.000000 Penalty: 78356.250000
Iteration 0F: 24 clusters Score -1.1239e+08 nChanged 880176
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 22223 members 
Mstep: Class 4 contains 29561 members 
Mstep: Class 5 contains 28029 members 
Mstep: Class 6 contains 40445 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 53697 members 
Mstep: Class 9 contains 37507 members 
Mstep: Class 10 contains 117789 members 
Mstep: Class 11 contains 39844 members 
Mstep: Class 12 contains 48744 members 
Mstep: Class 13 contains 28323 members 
Mstep: Class 14 contains 23918 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 26067 members 
Mstep: Class 17 contains 26617 members 
Mstep: Class 18 contains 51616 members 
Mstep: Class 19 contains 50787 members 
Mstep: Class 20 contains 25663 members 
Mstep: Class 21 contains 27709 members 
Mstep: Class 22 contains 57024 members 
Mstep: Class 23 contains 30822 members 
Mstep: Class 24 contains 39360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114657608.000000 Penalty: 78356.250000
Iteration 1F: 24 clusters Score -1.146576e+08 nChanged 294070
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 15732 members 
Mstep: Class 4 contains 34512 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 42797 members 
Mstep: Class 7 contains 10176 members 
Mstep: Class 8 contains 42822 members 
Mstep: Class 9 contains 35429 members 
Mstep: Class 10 contains 169376 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 45503 members 
Mstep: Class 13 contains 23462 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 34673 members 
Mstep: Class 16 contains 17000 members 
Mstep: Class 17 contains 25407 members 
Mstep: Class 18 contains 58243 members 
Mstep: Class 19 contains 56155 members 
Mstep: Class 20 contains 22810 members 
Mstep: Class 21 contains 25595 members 
Mstep: Class 22 contains 41182 members 
Mstep: Class 23 contains 24667 members 
Mstep: Class 24 contains 33804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033312.000000 Penalty: 78356.250000
Iteration 2F: 24 clusters Score -1.150333e+08 nChanged 213798
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 13232 members 
Mstep: Class 4 contains 34993 members 
Mstep: Class 5 contains 25246 members 
Mstep: Class 6 contains 39137 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 35982 members 
Mstep: Class 9 contains 37922 members 
Mstep: Class 10 contains 218690 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 39261 members 
Mstep: Class 13 contains 23756 members 
Mstep: Class 14 contains 17522 members 
Mstep: Class 15 contains 48803 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 23859 members 
Mstep: Class 18 contains 57359 members 
Mstep: Class 19 contains 55573 members 
Mstep: Class 20 contains 18478 members 
Mstep: Class 21 contains 24658 members 
Mstep: Class 22 contains 28353 members 
Mstep: Class 23 contains 21263 members 
Mstep: Class 24 contains 26699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115240608.000000 Penalty: 78356.250000
Iteration 3F: 24 clusters Score -1.152406e+08 nChanged 177560
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 4 contains 32959 members 
Mstep: Class 5 contains 30276 members 
Mstep: Class 6 contains 32715 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 30912 members 
Mstep: Class 9 contains 43402 members 
Mstep: Class 10 contains 254351 members 
Mstep: Class 11 contains 16878 members 
Mstep: Class 12 contains 31250 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 58309 members 
Mstep: Class 16 contains 3451 members 
Mstep: Class 17 contains 21503 members 
Mstep: Class 18 contains 54290 members 
Mstep: Class 19 contains 51852 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 25284 members 
Mstep: Class 22 contains 21873 members 
Mstep: Class 23 contains 20630 members 
Mstep: Class 24 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115376880.000000 Penalty: 78356.250000
Iteration 4F: 24 clusters Score -1.153769e+08 nChanged 146596
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 36174 members 
Mstep: Class 6 contains 26469 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 25602 members 
Mstep: Class 9 contains 50785 members 
Mstep: Class 10 contains 264995 members 
Mstep: Class 11 contains 14797 members 
Mstep: Class 12 contains 23949 members 
Mstep: Class 13 contains 33427 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 64120 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 53009 members 
Mstep: Class 19 contains 47260 members 
Mstep: Class 20 contains 9218 members 
Mstep: Class 21 contains 28187 members 
Mstep: Class 22 contains 21148 members 
Mstep: Class 23 contains 20902 members 
Mstep: Class 24 contains 13386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115475112.000000 Penalty: 78356.250000
Iteration 5F: 24 clusters Score -1.154751e+08 nChanged 126485
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 4 contains 28682 members 
Mstep: Class 5 contains 41931 members 
Mstep: Class 6 contains 21118 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 19296 members 
Mstep: Class 9 contains 59043 members 
Mstep: Class 10 contains 259199 members 
Mstep: Class 11 contains 13439 members 
Mstep: Class 12 contains 17917 members 
Mstep: Class 13 contains 38604 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 68115 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 54049 members 
Mstep: Class 19 contains 42737 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 32139 members 
Mstep: Class 22 contains 21948 members 
Mstep: Class 23 contains 20797 members 
Mstep: Class 24 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2622.642822 but Gain 3406.796875
Score: -115562360.000000 Penalty: 74949.453125
Iteration 6F: 23 clusters Score -1.155624e+08 nChanged 117235
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 4 contains 27004 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 16905 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 12533 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 247032 members 
Mstep: Class 11 contains 12120 members 
Mstep: Class 12 contains 12921 members 
Mstep: Class 13 contains 41947 members 
Mstep: Class 15 contains 70788 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 55759 members 
Mstep: Class 19 contains 38496 members 
Mstep: Class 20 contains 5316 members 
Mstep: Class 21 contains 36025 members 
Mstep: Class 22 contains 23389 members 
Mstep: Class 23 contains 19723 members 
Mstep: Class 24 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115652200.000000 Penalty: 74949.453125
Iteration 7F: 23 clusters Score -1.156522e+08 nChanged 104383
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 4 contains 25464 members 
Mstep: Class 5 contains 49568 members 
Mstep: Class 6 contains 13839 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 76144 members 
Mstep: Class 10 contains 229048 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 42278 members 
Mstep: Class 15 contains 72180 members 
Mstep: Class 16 contains 1402 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 57187 members 
Mstep: Class 19 contains 34492 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 38424 members 
Mstep: Class 22 contains 24913 members 
Mstep: Class 23 contains 17625 members 
Mstep: Class 24 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2249.755859 but Gain 3406.789062
Score: -115728680.000000 Penalty: 71542.664062
Iteration 8F: 22 clusters Score -1.157287e+08 nChanged 97516
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 218757 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 4 contains 24308 members 
Mstep: Class 5 contains 50900 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 84094 members 
Mstep: Class 10 contains 206860 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 15 contains 72473 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 58807 members 
Mstep: Class 19 contains 31315 members 
Mstep: Class 20 contains 5286 members 
Mstep: Class 21 contains 39963 members 
Mstep: Class 22 contains 26435 members 
Mstep: Class 23 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115795448.000000 Penalty: 71542.664062
Iteration 9F: 22 clusters Score -1.157954e+08 nChanged 87421
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 252201 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 4 contains 23280 members 
Mstep: Class 5 contains 50016 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 91519 members 
Mstep: Class 10 contains 183073 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 35617 members 
Mstep: Class 15 contains 71371 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 60663 members 
Mstep: Class 19 contains 28875 members 
Mstep: Class 20 contains 5764 members 
Mstep: Class 21 contains 40576 members 
Mstep: Class 22 contains 27322 members 
Mstep: Class 23 contains 11973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2889.995361 but Gain 3406.796875
Score: -115846320.000000 Penalty: 68135.867188
Iteration 10F: 21 clusters Score -1.158463e+08 nChanged 81112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 282428 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 4 contains 21969 members 
Mstep: Class 5 contains 48437 members 
Mstep: Class 6 contains 9489 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 98730 members 
Mstep: Class 10 contains 162270 members 
Mstep: Class 11 contains 5383 members 
Mstep: Class 13 contains 31201 members 
Mstep: Class 15 contains 70100 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 63642 members 
Mstep: Class 19 contains 27285 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 40927 members 
Mstep: Class 22 contains 27742 members 
Mstep: Class 23 contains 9336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2404.239014 but Gain 3406.792969
Score: -115876904.000000 Penalty: 64729.074219
Iteration 11F: 20 clusters Score -1.158769e+08 nChanged 67704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 299895 members 
Mstep: Class 2 contains 10844 members 
Mstep: Class 4 contains 20185 members 
Mstep: Class 5 contains 47447 members 
Mstep: Class 6 contains 8918 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 105492 members 
Mstep: Class 10 contains 147835 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 13 contains 27391 members 
Mstep: Class 15 contains 68873 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 18 contains 68346 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 7550 members 
Mstep: Class 21 contains 41276 members 
Mstep: Class 22 contains 27678 members 
Mstep: Class 23 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115894832.000000 Penalty: 64729.074219
Iteration 12F: 20 clusters Score -1.158948e+08 nChanged 53913
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 305956 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 4 contains 18098 members 
Mstep: Class 5 contains 47750 members 
Mstep: Class 6 contains 8401 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 110959 members 
Mstep: Class 10 contains 139002 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 13 contains 24573 members 
Mstep: Class 15 contains 67982 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 18 contains 74017 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 41659 members 
Mstep: Class 22 contains 27579 members 
Mstep: Class 23 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115909200.000000 Penalty: 64729.074219
Iteration 13F: 20 clusters Score -1.159092e+08 nChanged 45979
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 305679 members 
Mstep: Class 2 contains 9366 members 
Mstep: Class 4 contains 16042 members 
Mstep: Class 5 contains 49032 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 116052 members 
Mstep: Class 10 contains 132677 members 
Mstep: Class 11 contains 2977 members 
Mstep: Class 13 contains 22767 members 
Mstep: Class 15 contains 67170 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 18 contains 80498 members 
Mstep: Class 19 contains 24049 members 
Mstep: Class 20 contains 10600 members 
Mstep: Class 21 contains 42358 members 
Mstep: Class 22 contains 27531 members 
Mstep: Class 23 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115924816.000000 Penalty: 64729.074219
Iteration 14Q: 20 clusters Score -1.159248e+08 nChanged 40854
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 301815 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 51094 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 120740 members 
Mstep: Class 10 contains 127953 members 
Mstep: Class 11 contains 2585 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 15 contains 66253 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 18 contains 87297 members 
Mstep: Class 19 contains 22810 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 43260 members 
Mstep: Class 22 contains 27350 members 
Mstep: Class 23 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115942056.000000 Penalty: 64729.074219
Iteration 15Q: 20 clusters Score -1.159421e+08 nChanged 37458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 295917 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 53588 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 124863 members 
Mstep: Class 10 contains 124359 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 13 contains 20695 members 
Mstep: Class 15 contains 65161 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 18 contains 94719 members 
Mstep: Class 19 contains 21366 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 44279 members 
Mstep: Class 22 contains 27061 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115958384.000000 Penalty: 64729.074219
Iteration 16Q: 20 clusters Score -1.159584e+08 nChanged 34390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 288472 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 4 contains 11164 members 
Mstep: Class 5 contains 56489 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 128648 members 
Mstep: Class 10 contains 121903 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 13 contains 20144 members 
Mstep: Class 15 contains 63897 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 18 contains 102529 members 
Mstep: Class 19 contains 19643 members 
Mstep: Class 20 contains 16344 members 
Mstep: Class 21 contains 45237 members 
Mstep: Class 22 contains 26592 members 
Mstep: Class 23 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3186.423828 but Gain 3406.792969
Score: -115971200.000000 Penalty: 61322.281250
Iteration 17Q: 19 clusters Score -1.159712e+08 nChanged 34215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 281332 members 
Mstep: Class 2 contains 5871 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 59813 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 132384 members 
Mstep: Class 10 contains 120061 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 13 contains 19825 members 
Mstep: Class 15 contains 63169 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 18 contains 111067 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 17976 members 
Mstep: Class 21 contains 46043 members 
Mstep: Class 22 contains 26073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115984904.000000 Penalty: 61322.281250
Iteration 18Q: 19 clusters Score -1.159849e+08 nChanged 29174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 272681 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 63072 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 136279 members 
Mstep: Class 10 contains 118172 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 13 contains 19478 members 
Mstep: Class 15 contains 61676 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 18 contains 119012 members 
Mstep: Class 19 contains 15783 members 
Mstep: Class 20 contains 19404 members 
Mstep: Class 21 contains 46732 members 
Mstep: Class 22 contains 25218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115994640.000000 Penalty: 61322.281250
Iteration 19Q: 19 clusters Score -1.159946e+08 nChanged 27193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 264310 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 66185 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 140460 members 
Mstep: Class 10 contains 115924 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 13 contains 19141 members 
Mstep: Class 15 contains 60259 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 18 contains 126865 members 
Mstep: Class 19 contains 13890 members 
Mstep: Class 20 contains 20634 members 
Mstep: Class 21 contains 47221 members 
Mstep: Class 22 contains 24298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116001688.000000 Penalty: 61322.281250
Iteration 20F: 19 clusters Score -1.160017e+08 nChanged 25967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 256508 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 69180 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 144905 members 
Mstep: Class 10 contains 113176 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 15 contains 58821 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 18 contains 134255 members 
Mstep: Class 19 contains 12189 members 
Mstep: Class 20 contains 21696 members 
Mstep: Class 21 contains 47541 members 
Mstep: Class 22 contains 23335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116008008.000000 Penalty: 61322.281250
Iteration 21Q: 19 clusters Score -1.16008e+08 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 248540 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 4 contains 6421 members 
Mstep: Class 5 contains 72173 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 149751 members 
Mstep: Class 10 contains 109884 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 13 contains 18730 members 
Mstep: Class 15 contains 57448 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 18 contains 141676 members 
Mstep: Class 19 contains 10647 members 
Mstep: Class 20 contains 22613 members 
Mstep: Class 21 contains 47800 members 
Mstep: Class 22 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116012896.000000 Penalty: 61322.281250
Iteration 22Q: 19 clusters Score -1.160129e+08 nChanged 24097
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 241147 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 75092 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 2065 members 
Mstep: Class 9 contains 154844 members 
Mstep: Class 10 contains 106000 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 13 contains 18548 members 
Mstep: Class 15 contains 56166 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 18 contains 148808 members 
Mstep: Class 19 contains 9255 members 
Mstep: Class 20 contains 23402 members 
Mstep: Class 21 contains 47924 members 
Mstep: Class 22 contains 21300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016472.000000 Penalty: 61322.281250
Iteration 23Q: 19 clusters Score -1.160165e+08 nChanged 23839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 233778 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 77867 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 160316 members 
Mstep: Class 10 contains 101525 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 13 contains 18390 members 
Mstep: Class 15 contains 54984 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 18 contains 155776 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 24148 members 
Mstep: Class 21 contains 48010 members 
Mstep: Class 22 contains 20317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116019464.000000 Penalty: 61322.281250
Iteration 24Q: 19 clusters Score -1.160195e+08 nChanged 24155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 80533 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 166302 members 
Mstep: Class 10 contains 96289 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 13 contains 18343 members 
Mstep: Class 15 contains 53981 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 18 contains 162793 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 24837 members 
Mstep: Class 21 contains 48036 members 
Mstep: Class 22 contains 19445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021960.000000 Penalty: 61322.281250
Iteration 25Q: 19 clusters Score -1.16022e+08 nChanged 24854
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 218472 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 83227 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 172849 members 
Mstep: Class 10 contains 90165 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 13 contains 18289 members 
Mstep: Class 15 contains 53027 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 18 contains 169615 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 25435 members 
Mstep: Class 21 contains 48099 members 
Mstep: Class 22 contains 18614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024200.000000 Penalty: 61322.281250
Iteration 26Q: 19 clusters Score -1.160242e+08 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210838 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 85979 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 180131 members 
Mstep: Class 10 contains 83024 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 13 contains 18271 members 
Mstep: Class 15 contains 52200 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 18 contains 176347 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 25934 members 
Mstep: Class 21 contains 48087 members 
Mstep: Class 22 contains 17916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024656.000000 Penalty: 61322.281250
Iteration 27Q: 19 clusters Score -1.160247e+08 nChanged 26336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 203521 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 88942 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 187919 members 
Mstep: Class 10 contains 75081 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 13 contains 18248 members 
Mstep: Class 15 contains 51413 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 18 contains 182648 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 26375 members 
Mstep: Class 21 contains 48020 members 
Mstep: Class 22 contains 17286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022152.000000 Penalty: 61322.281250
Iteration 28Q: 19 clusters Score -1.160222e+08 nChanged 26891
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 196980 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 91783 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 195707 members 
Mstep: Class 10 contains 66807 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 13 contains 18240 members 
Mstep: Class 15 contains 50783 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 18 contains 188196 members 
Mstep: Class 19 contains 4668 members 
Mstep: Class 20 contains 26777 members 
Mstep: Class 21 contains 48007 members 
Mstep: Class 22 contains 16593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116018720.000000 Penalty: 61322.281250
Iteration 29Q: 19 clusters Score -1.160187e+08 nChanged 25843
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 94746 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 202312 members 
Mstep: Class 10 contains 59344 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 15 contains 50242 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 18 contains 192842 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 27156 members 
Mstep: Class 21 contains 48125 members 
Mstep: Class 22 contains 15922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015984.000000 Penalty: 61322.281250
Iteration 30Q: 19 clusters Score -1.16016e+08 nChanged 22986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 4 contains 2711 members 
Mstep: Class 5 contains 97767 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 206748 members 
Mstep: Class 10 contains 53724 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 13 contains 18082 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 18 contains 195893 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 27511 members 
Mstep: Class 21 contains 48477 members 
Mstep: Class 22 contains 15258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3327.040527 but Gain 3406.792969
Score: -116013032.000000 Penalty: 57915.488281
Iteration 31Q: 18 clusters Score -1.16013e+08 nChanged 22495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 183833 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 5 contains 100890 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 211284 members 
Mstep: Class 10 contains 50337 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 15 contains 49317 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 18 contains 197488 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 27849 members 
Mstep: Class 21 contains 48939 members 
Mstep: Class 22 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116013224.000000 Penalty: 57915.488281
Iteration 32Q: 18 clusters Score -1.160132e+08 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 5 contains 104027 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 212175 members 
Mstep: Class 10 contains 48058 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 15 contains 48933 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 18 contains 197802 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 28194 members 
Mstep: Class 21 contains 49476 members 
Mstep: Class 22 contains 14223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116011976.000000 Penalty: 57915.488281
Iteration 33Q: 18 clusters Score -1.16012e+08 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180623 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 5 contains 106964 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 212158 members 
Mstep: Class 10 contains 46857 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 13 contains 17610 members 
Mstep: Class 15 contains 48661 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 18 contains 197188 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 28490 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116011896.000000 Penalty: 57915.488281
Iteration 34Q: 18 clusters Score -1.160119e+08 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 5 contains 109783 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 211412 members 
Mstep: Class 10 contains 46559 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 15 contains 48448 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 18 contains 195891 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 28773 members 
Mstep: Class 21 contains 50622 members 
Mstep: Class 22 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116012664.000000 Penalty: 57915.488281
Iteration 35Q: 18 clusters Score -1.160127e+08 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 5 contains 112505 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 210249 members 
Mstep: Class 10 contains 46868 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 15 contains 48296 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 18 contains 194169 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 29068 members 
Mstep: Class 21 contains 51148 members 
Mstep: Class 22 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116014128.000000 Penalty: 57915.488281
Iteration 36Q: 18 clusters Score -1.160141e+08 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179746 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 5 contains 115130 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 208768 members 
Mstep: Class 10 contains 47641 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 13 contains 16858 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 18 contains 192068 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 20 contains 29357 members 
Mstep: Class 21 contains 51611 members 
Mstep: Class 22 contains 12984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015512.000000 Penalty: 57915.488281
Iteration 37Q: 18 clusters Score -1.160155e+08 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179795 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 5 contains 117786 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2104 members 
Mstep: Class 9 contains 207174 members 
Mstep: Class 10 contains 48662 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 15 contains 48173 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 18 contains 189786 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 29626 members 
Mstep: Class 21 contains 52075 members 
Mstep: Class 22 contains 12770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116017208.000000 Penalty: 57915.488281
Iteration 38Q: 18 clusters Score -1.160172e+08 nChanged 9402
Entering ConstructFrom: 
Score: -116017208.000000 Penalty: 57915.488281
Entering ConstructFrom: 
Trying to split cluster 1 (179776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179776 members 
Entering Unmasked Estep 
Score: -22956754.000000 Penalty: 3000.667969
	Iteration 0F: 2 clusters Score -2.295675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -22838274.000000 Penalty: 6001.335938
	Iteration 0F: 3 clusters Score -2.283827e+07 nChanged 86231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -22888766.000000 Penalty: 6001.335938
	Iteration 1F: 3 clusters Score -2.288877e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -22889720.000000 Penalty: 6001.335938
	Iteration 2Q: 3 clusters Score -2.288972e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -22891124.000000 Penalty: 6001.335938
	Iteration 3Q: 3 clusters Score -2.289112e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -22893296.000000 Penalty: 6001.335938
	Iteration 4Q: 3 clusters Score -2.28933e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -22896666.000000 Penalty: 6001.335938
	Iteration 5Q: 3 clusters Score -2.289667e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -22901962.000000 Penalty: 6001.335938
	Iteration 6F: 3 clusters Score -2.290196e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 111770 members 
Entering Unmasked Estep 
Score: -22909842.000000 Penalty: 6001.335938
	Iteration 7F: 3 clusters Score -2.290984e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -22920658.000000 Penalty: 6001.335938
	Iteration 8F: 3 clusters Score -2.292066e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -22932076.000000 Penalty: 6001.335938
	Iteration 9F: 3 clusters Score -2.293208e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 134342 members 
Entering Unmasked Estep 
Score: -22939356.000000 Penalty: 6001.335938
	Iteration 10F: 3 clusters Score -2.293936e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -22942684.000000 Penalty: 6001.335938
	Iteration 11Q: 3 clusters Score -2.294268e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -22944442.000000 Penalty: 6001.335938
	Iteration 12Q: 3 clusters Score -2.294444e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -22945618.000000 Penalty: 6001.335938
	Iteration 13Q: 3 clusters Score -2.294562e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -22946582.000000 Penalty: 6001.335938
	Iteration 14Q: 3 clusters Score -2.294658e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -22947212.000000 Penalty: 6001.335938
	Iteration 15Q: 3 clusters Score -2.294721e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -22948012.000000 Penalty: 6001.335938
	Iteration 16Q: 3 clusters Score -2.294801e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -22948778.000000 Penalty: 6001.335938
	Iteration 17Q: 3 clusters Score -2.294878e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -22949532.000000 Penalty: 6001.335938
	Iteration 18Q: 3 clusters Score -2.294953e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -22950146.000000 Penalty: 6001.335938
	Iteration 19Q: 3 clusters Score -2.295015e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -22950808.000000 Penalty: 6001.335938
	Iteration 20F: 3 clusters Score -2.295081e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -22951352.000000 Penalty: 6001.335938
	Iteration 21Q: 3 clusters Score -2.295135e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -22951900.000000 Penalty: 6001.335938
	Iteration 22Q: 3 clusters Score -2.29519e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -22952598.000000 Penalty: 6001.335938
	Iteration 23Q: 3 clusters Score -2.29526e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -22953106.000000 Penalty: 6001.335938
	Iteration 24Q: 3 clusters Score -2.295311e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -22953546.000000 Penalty: 6001.335938
	Iteration 25Q: 3 clusters Score -2.295355e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 169994 members 
Entering Unmasked Estep 
Score: -22953862.000000 Penalty: 6001.335938
	Iteration 26Q: 3 clusters Score -2.295386e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -22954198.000000 Penalty: 6001.335938
	Iteration 27Q: 3 clusters Score -2.29542e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22954502.000000 Penalty: 6001.335938
	Iteration 28Q: 3 clusters Score -2.29545e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -22954760.000000 Penalty: 6001.335938
	Iteration 29Q: 3 clusters Score -2.295476e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -22954812.000000 Penalty: 6001.335938
	Iteration 30Q: 3 clusters Score -2.295481e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 174169 members 
Entering Unmasked Estep 
Score: -22954850.000000 Penalty: 6001.335938
	Iteration 31Q: 3 clusters Score -2.295485e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -22954844.000000 Penalty: 6001.335938
	Iteration 32Q: 3 clusters Score -2.295484e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 174906 members 
Entering Unmasked Estep 
Score: -22954940.000000 Penalty: 6001.335938
	Iteration 33Q: 3 clusters Score -2.295494e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -22954950.000000 Penalty: 6001.335938
	Iteration 34Q: 3 clusters Score -2.295495e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -22954978.000000 Penalty: 6001.335938
	Iteration 35Q: 3 clusters Score -2.295498e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -22955050.000000 Penalty: 6001.335938
	Iteration 36Q: 3 clusters Score -2.295505e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -22955080.000000 Penalty: 6001.335938
	Iteration 37Q: 3 clusters Score -2.295508e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -22955108.000000 Penalty: 6001.335938
	Iteration 38Q: 3 clusters Score -2.295511e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -22955098.000000 Penalty: 6001.335938
	Iteration 39Q: 3 clusters Score -2.29551e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -22955058.000000 Penalty: 6001.335938
	Iteration 40F: 3 clusters Score -2.295506e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -22955064.000000 Penalty: 6001.335938
	Iteration 41Q: 3 clusters Score -2.295506e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 176292 members 
Entering Unmasked Estep 
Score: -22955074.000000 Penalty: 6001.335938
	Iteration 42Q: 3 clusters Score -2.295507e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -22955072.000000 Penalty: 6001.335938
	Iteration 43Q: 3 clusters Score -2.295507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 176395 members 
Entering Unmasked Estep 
Score: -22955082.000000 Penalty: 6001.335938
	Iteration 44Q: 3 clusters Score -2.295508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -22955094.000000 Penalty: 6001.335938
	Iteration 45Q: 3 clusters Score -2.295509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -22955110.000000 Penalty: 6001.335938
	Iteration 46Q: 3 clusters Score -2.295511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -22955100.000000 Penalty: 6001.335938
	Iteration 47Q: 3 clusters Score -2.29551e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -22955090.000000 Penalty: 6001.335938
	Iteration 48Q: 3 clusters Score -2.295509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -22955122.000000 Penalty: 6001.335938
	Iteration 49Q: 3 clusters Score -2.295512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 176633 members 
Entering Unmasked Estep 
Score: -22955132.000000 Penalty: 6001.335938
	Iteration 50Q: 3 clusters Score -2.295513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -22955158.000000 Penalty: 6001.335938
	Iteration 51Q: 3 clusters Score -2.295516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -22955160.000000 Penalty: 6001.335938
	Iteration 52Q: 3 clusters Score -2.295516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -22955154.000000 Penalty: 6001.335938
	Iteration 53Q: 3 clusters Score -2.295515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -22955154.000000 Penalty: 6001.335938
	Iteration 54Q: 3 clusters Score -2.295515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -22955132.000000 Penalty: 6001.335938
	Iteration 55Q: 3 clusters Score -2.295513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 176738 members 
Entering Unmasked Estep 
Score: -22955130.000000 Penalty: 6001.335938
	Iteration 56Q: 3 clusters Score -2.295513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 176744 members 
Entering Unmasked Estep 
Score: -22955148.000000 Penalty: 6001.335938
	Iteration 57Q: 3 clusters Score -2.295515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 176751 members 
Entering Unmasked Estep 
Score: -22955142.000000 Penalty: 6001.335938
	Iteration 58Q: 3 clusters Score -2.295514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -22955144.000000 Penalty: 6001.335938
	Iteration 59Q: 3 clusters Score -2.295514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -22955138.000000 Penalty: 6001.335938
	Iteration 60F: 3 clusters Score -2.295514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 176769 members 
Entering Unmasked Estep 
Score: -22955140.000000 Penalty: 6001.335938
	Iteration 61Q: 3 clusters Score -2.295514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -22955152.000000 Penalty: 6001.335938
	Iteration 62Q: 3 clusters Score -2.295515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 176779 members 
Entering Unmasked Estep 
Score: -22955142.000000 Penalty: 6001.335938
	Iteration 63Q: 3 clusters Score -2.295514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 176793 members 
Entering Unmasked Estep 
Score: -22955144.000000 Penalty: 6001.335938
	Iteration 64Q: 3 clusters Score -2.295514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -22955162.000000 Penalty: 6001.335938
	Iteration 65Q: 3 clusters Score -2.295516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 176808 members 
Entering Unmasked Estep 
Score: -22955152.000000 Penalty: 6001.335938
	Iteration 66Q: 3 clusters Score -2.295515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -22955150.000000 Penalty: 6001.335938
	Iteration 67Q: 3 clusters Score -2.295515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 176811 members 
Entering Unmasked Estep 
Score: -22955154.000000 Penalty: 6001.335938
	Iteration 68Q: 3 clusters Score -2.295515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -22955140.000000 Penalty: 6001.335938
	Iteration 69Q: 3 clusters Score -2.295514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 176815 members 
Entering Unmasked Estep 
Score: -22955146.000000 Penalty: 6001.335938
	Iteration 70Q: 3 clusters Score -2.295515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -22955142.000000 Penalty: 6001.335938
	Iteration 71Q: 3 clusters Score -2.295514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 176819 members 
Entering Unmasked Estep 
Score: -22955142.000000 Penalty: 6001.335938
	Iteration 72Q: 3 clusters Score -2.295514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -22955148.000000 Penalty: 6001.335938
	Iteration 73Q: 3 clusters Score -2.295515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -22955142.000000 Penalty: 6001.335938
	Iteration 74Q: 3 clusters Score -2.295514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -22955154.000000 Penalty: 6001.335938
	Iteration 75Q: 3 clusters Score -2.295515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -22955154.000000 Penalty: 6001.335938
	Iteration 76F: 3 clusters Score -2.295515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -522031.781250 Penalty: 2062.927002
	Iteration 0F: 2 clusters Score -522031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -518097.156250 Penalty: 4125.854004
	Iteration 0F: 3 clusters Score -518097.2 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -518896.343750 Penalty: 4125.854004
	Iteration 1F: 3 clusters Score -518896.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -519122.718750 Penalty: 4125.854004
	Iteration 2F: 3 clusters Score -519122.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -519272.968750 Penalty: 4125.854004
	Iteration 3F: 3 clusters Score -519273 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -519399.750000 Penalty: 4125.854004
	Iteration 4Q: 3 clusters Score -519399.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -519519.968750 Penalty: 4125.854004
	Iteration 5Q: 3 clusters Score -519520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -519672.125000 Penalty: 4125.854004
	Iteration 6Q: 3 clusters Score -519672.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -519868.843750 Penalty: 4125.854004
	Iteration 7Q: 3 clusters Score -519868.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -520041.281250 Penalty: 4125.854004
	Iteration 8Q: 3 clusters Score -520041.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -520215.187500 Penalty: 4125.854004
	Iteration 9Q: 3 clusters Score -520215.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -520374.656250 Penalty: 4125.854004
	Iteration 10Q: 3 clusters Score -520374.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -520483.312500 Penalty: 4125.854004
	Iteration 11Q: 3 clusters Score -520483.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -520558.718750 Penalty: 4125.854004
	Iteration 12Q: 3 clusters Score -520558.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -520609.437500 Penalty: 4125.854004
	Iteration 13Q: 3 clusters Score -520609.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -520652.968750 Penalty: 4125.854004
	Iteration 14Q: 3 clusters Score -520653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -520692.375000 Penalty: 4125.854004
	Iteration 15Q: 3 clusters Score -520692.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -520713.468750 Penalty: 4125.854004
	Iteration 16Q: 3 clusters Score -520713.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -520729.375000 Penalty: 4125.854004
	Iteration 17Q: 3 clusters Score -520729.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -520746.468750 Penalty: 4125.854004
	Iteration 18Q: 3 clusters Score -520746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -520757.468750 Penalty: 4125.854004
	Iteration 19Q: 3 clusters Score -520757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -520764.625000 Penalty: 4125.854004
	Iteration 20F: 3 clusters Score -520764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -520769.281250 Penalty: 4125.854004
	Iteration 21Q: 3 clusters Score -520769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -520770.156250 Penalty: 4125.854004
	Iteration 22Q: 3 clusters Score -520770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -520770.062500 Penalty: 4125.854004
	Iteration 23Q: 3 clusters Score -520770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -520770.562500 Penalty: 4125.854004
	Iteration 24Q: 3 clusters Score -520770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -520770.781250 Penalty: 4125.854004
	Iteration 25Q: 3 clusters Score -520770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -520770.781250 Penalty: 4125.854004
	Iteration 26F: 3 clusters Score -520770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Entering Unmasked Estep 
Score: -15357015.000000 Penalty: 2901.205566
	Iteration 0F: 2 clusters Score -1.535702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -15276582.000000 Penalty: 5802.411133
	Iteration 0F: 3 clusters Score -1.527658e+07 nChanged 57239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -15309481.000000 Penalty: 5802.411133
	Iteration 1F: 3 clusters Score -1.530948e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -15310566.000000 Penalty: 5802.411133
	Iteration 2Q: 3 clusters Score -1.531057e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -15311902.000000 Penalty: 5802.411133
	Iteration 3Q: 3 clusters Score -1.53119e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -15314227.000000 Penalty: 5802.411133
	Iteration 4Q: 3 clusters Score -1.531423e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -15318801.000000 Penalty: 5802.411133
	Iteration 5F: 3 clusters Score -1.53188e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -15326833.000000 Penalty: 5802.411133
	Iteration 6F: 3 clusters Score -1.532683e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -15337884.000000 Penalty: 5802.411133
	Iteration 7F: 3 clusters Score -1.533788e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -15347625.000000 Penalty: 5802.411133
	Iteration 8F: 3 clusters Score -1.534762e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -15352589.000000 Penalty: 5802.411133
	Iteration 9Q: 3 clusters Score -1.535259e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -15353894.000000 Penalty: 5802.411133
	Iteration 10Q: 3 clusters Score -1.535389e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -15354184.000000 Penalty: 5802.411133
	Iteration 11Q: 3 clusters Score -1.535418e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
Score: -15354318.000000 Penalty: 5802.411133
	Iteration 12Q: 3 clusters Score -1.535432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -15354370.000000 Penalty: 5802.411133
	Iteration 13Q: 3 clusters Score -1.535437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -15354403.000000 Penalty: 5802.411133
	Iteration 14Q: 3 clusters Score -1.53544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -15354433.000000 Penalty: 5802.411133
	Iteration 15Q: 3 clusters Score -1.535443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -15354439.000000 Penalty: 5802.411133
	Iteration 16Q: 3 clusters Score -1.535444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -15354445.000000 Penalty: 5802.411133
	Iteration 17Q: 3 clusters Score -1.535444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -15354450.000000 Penalty: 5802.411133
	Iteration 18Q: 3 clusters Score -1.535445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -15354452.000000 Penalty: 5802.411133
	Iteration 19Q: 3 clusters Score -1.535445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -15354452.000000 Penalty: 5802.411133
	Iteration 20F: 3 clusters Score -1.535445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -435318.375000 Penalty: 2008.237183
	Iteration 0F: 2 clusters Score -435318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -431884.718750 Penalty: 4016.474365
	Iteration 0F: 3 clusters Score -431884.7 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -432622.875000 Penalty: 4016.474365
	Iteration 1F: 3 clusters Score -432622.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432773.937500 Penalty: 4016.474365
	Iteration 2F: 3 clusters Score -432773.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -432847.312500 Penalty: 4016.474365
	Iteration 3Q: 3 clusters Score -432847.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -432883.468750 Penalty: 4016.474365
	Iteration 4Q: 3 clusters Score -432883.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -432909.250000 Penalty: 4016.474365
	Iteration 5Q: 3 clusters Score -432909.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -432932.750000 Penalty: 4016.474365
	Iteration 6Q: 3 clusters Score -432932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -432950.875000 Penalty: 4016.474365
	Iteration 7Q: 3 clusters Score -432950.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -432964.875000 Penalty: 4016.474365
	Iteration 8Q: 3 clusters Score -432964.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -432976.937500 Penalty: 4016.474365
	Iteration 9Q: 3 clusters Score -432976.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -432991.656250 Penalty: 4016.474365
	Iteration 10Q: 3 clusters Score -432991.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -433003.843750 Penalty: 4016.474365
	Iteration 11Q: 3 clusters Score -433003.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -433018.437500 Penalty: 4016.474365
	Iteration 12Q: 3 clusters Score -433018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -433025.812500 Penalty: 4016.474365
	Iteration 13Q: 3 clusters Score -433025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -433034.437500 Penalty: 4016.474365
	Iteration 14Q: 3 clusters Score -433034.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -433038.937500 Penalty: 4016.474365
	Iteration 15Q: 3 clusters Score -433038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -433043.718750 Penalty: 4016.474365
	Iteration 16Q: 3 clusters Score -433043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -433048.812500 Penalty: 4016.474365
	Iteration 17Q: 3 clusters Score -433048.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -433055.937500 Penalty: 4016.474365
	Iteration 18Q: 3 clusters Score -433055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433063.593750 Penalty: 4016.474365
	Iteration 19Q: 3 clusters Score -433063.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433069.937500 Penalty: 4016.474365
	Iteration 20F: 3 clusters Score -433069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -433072.906250 Penalty: 4016.474365
	Iteration 21Q: 3 clusters Score -433072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -433074.906250 Penalty: 4016.474365
	Iteration 22Q: 3 clusters Score -433074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -433075.968750 Penalty: 4016.474365
	Iteration 23Q: 3 clusters Score -433076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -433076.531250 Penalty: 4016.474365
	Iteration 24Q: 3 clusters Score -433076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -433076.593750 Penalty: 4016.474365
	Iteration 25Q: 3 clusters Score -433076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -433078.812500 Penalty: 4016.474365
	Iteration 26Q: 3 clusters Score -433078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -433081.343750 Penalty: 4016.474365
	Iteration 27Q: 3 clusters Score -433081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433082.218750 Penalty: 4016.474365
	Iteration 28Q: 3 clusters Score -433082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433082.468750 Penalty: 4016.474365
	Iteration 29Q: 3 clusters Score -433082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433082.468750 Penalty: 4016.474365
	Iteration 30F: 3 clusters Score -433082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -151918.625000 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -151918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149817.625000 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -149817.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150859.312500 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -150859.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -151986.515625 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -151986.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -153106.953125 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -153107 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -153342.281250 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -153342.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153449.015625 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -153449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153505.718750 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -153505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -153557.578125 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -153557.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153635.093750 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -153635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153655.000000 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -153655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153665.328125 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -153665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153668.937500 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -153668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -153675.312500 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -153675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -153679.062500 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -153679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -153680.187500 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -153680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153683.359375 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -153683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153685.375000 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -153685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -153689.546875 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -153689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153696.937500 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -153696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153713.265625 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -153713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -153729.437500 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -153729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153755.078125 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -153755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153767.453125 Penalty: 3557.903076
	Iteration 22Q: 3 clusters Score -153767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153771.062500 Penalty: 3557.903076
	Iteration 23Q: 3 clusters Score -153771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153771.062500 Penalty: 3557.903076
	Iteration 24F: 3 clusters Score -153771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 205427 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 52459 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
Score: -116017864.000000 Penalty: 61322.281250
Splitting cluster 7 changes total score from -116017208.000000 to -116017864.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -243762.640625 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -243762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241668.921875 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -241668.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -244190.187500 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -244190.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -245281.171875 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -245281.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -245728.406250 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -245728.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -245839.828125 Penalty: 3796.603760
	Iteration 4Q: 3 clusters Score -245839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -245859.140625 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -245859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -245863.562500 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -245863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -245865.578125 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -245865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -245867.406250 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -245867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -245867.406250 Penalty: 3796.603760
	Iteration 9F: 3 clusters Score -245867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 205427 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 52459 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
Score: -116018400.000000 Penalty: 64729.074219
Splitting cluster 8 changes total score from -116017208.000000 to -116018400.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (205427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205427 members 
Entering Unmasked Estep 
Score: -26191668.000000 Penalty: 3033.745850
	Iteration 0F: 2 clusters Score -2.619167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -26085788.000000 Penalty: 6067.491699
	Iteration 0F: 3 clusters Score -2.608579e+07 nChanged 98889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -26143716.000000 Penalty: 6067.491699
	Iteration 1F: 3 clusters Score -2.614372e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -26145846.000000 Penalty: 6067.491699
	Iteration 2Q: 3 clusters Score -2.614585e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -26149724.000000 Penalty: 6067.491699
	Iteration 3Q: 3 clusters Score -2.614972e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -26155542.000000 Penalty: 6067.491699
	Iteration 4F: 3 clusters Score -2.615554e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -26164126.000000 Penalty: 6067.491699
	Iteration 5F: 3 clusters Score -2.616413e+07 nChanged 15736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -26173778.000000 Penalty: 6067.491699
	Iteration 6F: 3 clusters Score -2.617378e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135136 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -26182122.000000 Penalty: 6067.491699
	Iteration 7F: 3 clusters Score -2.618212e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -26188224.000000 Penalty: 6067.491699
	Iteration 8F: 3 clusters Score -2.618822e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -26192246.000000 Penalty: 6067.491699
	Iteration 9Q: 3 clusters Score -2.619225e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -26194862.000000 Penalty: 6067.491699
	Iteration 10Q: 3 clusters Score -2.619486e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -26196692.000000 Penalty: 6067.491699
	Iteration 11Q: 3 clusters Score -2.619669e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -26197928.000000 Penalty: 6067.491699
	Iteration 12Q: 3 clusters Score -2.619793e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -26198740.000000 Penalty: 6067.491699
	Iteration 13Q: 3 clusters Score -2.619874e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -26198442.000000 Penalty: 6067.491699
	Iteration 14Q: 3 clusters Score -2.619844e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184340 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -26198202.000000 Penalty: 6067.491699
	Iteration 15Q: 3 clusters Score -2.61982e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186523 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -26198004.000000 Penalty: 6067.491699
	Iteration 16Q: 3 clusters Score -2.6198e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188321 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -26197804.000000 Penalty: 6067.491699
	Iteration 17Q: 3 clusters Score -2.61978e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189821 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -26197868.000000 Penalty: 6067.491699
	Iteration 18Q: 3 clusters Score -2.619787e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191151 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -26197628.000000 Penalty: 6067.491699
	Iteration 19Q: 3 clusters Score -2.619763e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192330 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -26197468.000000 Penalty: 6067.491699
	Iteration 20F: 3 clusters Score -2.619747e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -26197230.000000 Penalty: 6067.491699
	Iteration 21Q: 3 clusters Score -2.619723e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -26197246.000000 Penalty: 6067.491699
	Iteration 22Q: 3 clusters Score -2.619725e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194888 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -26197254.000000 Penalty: 6067.491699
	Iteration 23Q: 3 clusters Score -2.619725e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195511 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -26197212.000000 Penalty: 6067.491699
	Iteration 24Q: 3 clusters Score -2.619721e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196082 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -26197252.000000 Penalty: 6067.491699
	Iteration 25Q: 3 clusters Score -2.619725e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -26197198.000000 Penalty: 6067.491699
	Iteration 26Q: 3 clusters Score -2.61972e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196918 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -26197190.000000 Penalty: 6067.491699
	Iteration 27Q: 3 clusters Score -2.619719e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197280 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -26197140.000000 Penalty: 6067.491699
	Iteration 28Q: 3 clusters Score -2.619714e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197586 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -26197068.000000 Penalty: 6067.491699
	Iteration 29Q: 3 clusters Score -2.619707e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197875 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -26196910.000000 Penalty: 6067.491699
	Iteration 30Q: 3 clusters Score -2.619691e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198124 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -26196900.000000 Penalty: 6067.491699
	Iteration 31Q: 3 clusters Score -2.61969e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198349 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -26196886.000000 Penalty: 6067.491699
	Iteration 32Q: 3 clusters Score -2.619689e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198537 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -26196818.000000 Penalty: 6067.491699
	Iteration 33Q: 3 clusters Score -2.619682e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198702 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -26196802.000000 Penalty: 6067.491699
	Iteration 34Q: 3 clusters Score -2.61968e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198832 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -26196690.000000 Penalty: 6067.491699
	Iteration 35Q: 3 clusters Score -2.619669e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198927 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -26196674.000000 Penalty: 6067.491699
	Iteration 36Q: 3 clusters Score -2.619667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198992 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -26196676.000000 Penalty: 6067.491699
	Iteration 37Q: 3 clusters Score -2.619668e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -26196656.000000 Penalty: 6067.491699
	Iteration 38Q: 3 clusters Score -2.619666e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199104 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -26196616.000000 Penalty: 6067.491699
	Iteration 39Q: 3 clusters Score -2.619662e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199132 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -26196592.000000 Penalty: 6067.491699
	Iteration 40F: 3 clusters Score -2.619659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -26196562.000000 Penalty: 6067.491699
	Iteration 41Q: 3 clusters Score -2.619656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199175 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -26196566.000000 Penalty: 6067.491699
	Iteration 42Q: 3 clusters Score -2.619657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -26196534.000000 Penalty: 6067.491699
	Iteration 43Q: 3 clusters Score -2.619653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199201 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -26196530.000000 Penalty: 6067.491699
	Iteration 44Q: 3 clusters Score -2.619653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199224 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -26196548.000000 Penalty: 6067.491699
	Iteration 45Q: 3 clusters Score -2.619655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199250 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -26196532.000000 Penalty: 6067.491699
	Iteration 46Q: 3 clusters Score -2.619653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199265 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -26196518.000000 Penalty: 6067.491699
	Iteration 47Q: 3 clusters Score -2.619652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199282 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -26196512.000000 Penalty: 6067.491699
	Iteration 48Q: 3 clusters Score -2.619651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199295 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -26196520.000000 Penalty: 6067.491699
	Iteration 49Q: 3 clusters Score -2.619652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -26196528.000000 Penalty: 6067.491699
	Iteration 50Q: 3 clusters Score -2.619653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199318 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -26196534.000000 Penalty: 6067.491699
	Iteration 51Q: 3 clusters Score -2.619653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199328 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -26196504.000000 Penalty: 6067.491699
	Iteration 52Q: 3 clusters Score -2.61965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199338 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -26196506.000000 Penalty: 6067.491699
	Iteration 53Q: 3 clusters Score -2.619651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199345 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -26196490.000000 Penalty: 6067.491699
	Iteration 54Q: 3 clusters Score -2.619649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -26196506.000000 Penalty: 6067.491699
	Iteration 55Q: 3 clusters Score -2.619651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199358 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -26196514.000000 Penalty: 6067.491699
	Iteration 56Q: 3 clusters Score -2.619651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199366 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -26196498.000000 Penalty: 6067.491699
	Iteration 57Q: 3 clusters Score -2.61965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199377 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -26196472.000000 Penalty: 6067.491699
	Iteration 58Q: 3 clusters Score -2.619647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199380 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -26196472.000000 Penalty: 6067.491699
	Iteration 59Q: 3 clusters Score -2.619647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -26196452.000000 Penalty: 6067.491699
	Iteration 60F: 3 clusters Score -2.619645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199391 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -26196454.000000 Penalty: 6067.491699
	Iteration 61Q: 3 clusters Score -2.619645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199399 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -26196442.000000 Penalty: 6067.491699
	Iteration 62Q: 3 clusters Score -2.619644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199411 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -26196450.000000 Penalty: 6067.491699
	Iteration 63Q: 3 clusters Score -2.619645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -26196454.000000 Penalty: 6067.491699
	Iteration 64Q: 3 clusters Score -2.619645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199437 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -26196456.000000 Penalty: 6067.491699
	Iteration 65Q: 3 clusters Score -2.619646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199446 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -26196432.000000 Penalty: 6067.491699
	Iteration 66Q: 3 clusters Score -2.619643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -26196442.000000 Penalty: 6067.491699
	Iteration 67Q: 3 clusters Score -2.619644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199468 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -26196452.000000 Penalty: 6067.491699
	Iteration 68Q: 3 clusters Score -2.619645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199477 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -26196450.000000 Penalty: 6067.491699
	Iteration 69Q: 3 clusters Score -2.619645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199483 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -26196466.000000 Penalty: 6067.491699
	Iteration 70Q: 3 clusters Score -2.619647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -26196454.000000 Penalty: 6067.491699
	Iteration 71Q: 3 clusters Score -2.619645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199495 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -26196472.000000 Penalty: 6067.491699
	Iteration 72Q: 3 clusters Score -2.619647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199502 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -26196472.000000 Penalty: 6067.491699
	Iteration 73Q: 3 clusters Score -2.619647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199507 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -26196482.000000 Penalty: 6067.491699
	Iteration 74Q: 3 clusters Score -2.619648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -26196464.000000 Penalty: 6067.491699
	Iteration 75Q: 3 clusters Score -2.619646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -26196480.000000 Penalty: 6067.491699
	Iteration 76Q: 3 clusters Score -2.619648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -26196470.000000 Penalty: 6067.491699
	Iteration 77Q: 3 clusters Score -2.619647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -26196460.000000 Penalty: 6067.491699
	Iteration 78Q: 3 clusters Score -2.619646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199521 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -26196470.000000 Penalty: 6067.491699
	Iteration 79Q: 3 clusters Score -2.619647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199521 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -26196470.000000 Penalty: 6067.491699
	Iteration 80F: 3 clusters Score -2.619647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 199521 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 52459 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
Score: -116022320.000000 Penalty: 68135.867188
Splitting cluster 9 changes total score from -116017208.000000 to -116022320.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (49944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Entering Unmasked Estep 
Score: -6462962.500000 Penalty: 2683.027100
	Iteration 0F: 2 clusters Score -6462962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6429061.000000 Penalty: 5366.054199
	Iteration 0F: 3 clusters Score -6429061 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6442144.000000 Penalty: 5366.054199
	Iteration 1F: 3 clusters Score -6442144 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -6442625.500000 Penalty: 5366.054199
	Iteration 2Q: 3 clusters Score -6442626 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6443253.000000 Penalty: 5366.054199
	Iteration 3Q: 3 clusters Score -6443253 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -6444049.000000 Penalty: 5366.054199
	Iteration 4Q: 3 clusters Score -6444049 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6445299.000000 Penalty: 5366.054199
	Iteration 5Q: 3 clusters Score -6445299 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6447359.000000 Penalty: 5366.054199
	Iteration 6F: 3 clusters Score -6447359 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -6450386.000000 Penalty: 5366.054199
	Iteration 7F: 3 clusters Score -6450386 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -6454092.000000 Penalty: 5366.054199
	Iteration 8F: 3 clusters Score -6454092 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6457270.000000 Penalty: 5366.054199
	Iteration 9F: 3 clusters Score -6457270 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6459196.000000 Penalty: 5366.054199
	Iteration 10Q: 3 clusters Score -6459196 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6460035.500000 Penalty: 5366.054199
	Iteration 11Q: 3 clusters Score -6460036 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6460315.500000 Penalty: 5366.054199
	Iteration 12Q: 3 clusters Score -6460316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6460479.000000 Penalty: 5366.054199
	Iteration 13Q: 3 clusters Score -6460479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6460536.500000 Penalty: 5366.054199
	Iteration 14Q: 3 clusters Score -6460536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6460583.500000 Penalty: 5366.054199
	Iteration 15Q: 3 clusters Score -6460584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6460603.500000 Penalty: 5366.054199
	Iteration 16Q: 3 clusters Score -6460604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6460631.000000 Penalty: 5366.054199
	Iteration 17Q: 3 clusters Score -6460631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6460644.000000 Penalty: 5366.054199
	Iteration 18Q: 3 clusters Score -6460644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6460647.500000 Penalty: 5366.054199
	Iteration 19Q: 3 clusters Score -6460648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6460653.500000 Penalty: 5366.054199
	Iteration 20F: 3 clusters Score -6460654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6460657.000000 Penalty: 5366.054199
	Iteration 21Q: 3 clusters Score -6460657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6460658.500000 Penalty: 5366.054199
	Iteration 22Q: 3 clusters Score -6460658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6460658.500000 Penalty: 5366.054199
	Iteration 23F: 3 clusters Score -6460658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -786469.750000 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -786469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -781030.062500 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -781030.1 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -782483.062500 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -782483.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -782727.062500 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -782727.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -782888.812500 Penalty: 4354.812988
	Iteration 3Q: 3 clusters Score -782888.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -783039.625000 Penalty: 4354.812988
	Iteration 4Q: 3 clusters Score -783039.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -783198.312500 Penalty: 4354.812988
	Iteration 5Q: 3 clusters Score -783198.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -783395.125000 Penalty: 4354.812988
	Iteration 6Q: 3 clusters Score -783395.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -783639.125000 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -783639.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -783901.687500 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -783901.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -784160.437500 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -784160.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -784372.687500 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -784372.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -784579.875000 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -784579.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -784786.187500 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -784786.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -784952.062500 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -784952.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -785071.375000 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -785071.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -785144.125000 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -785144.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -785186.812500 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -785186.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -785213.437500 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -785213.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -785231.312500 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -785231.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -785248.625000 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -785248.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -785258.062500 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -785258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -785260.062500 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -785260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -785262.312500 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -785262.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -785268.187500 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -785268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -785268.687500 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -785268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -785273.375000 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -785273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -785274.375000 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -785274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -785275.125000 Penalty: 4354.812988
	Iteration 27Q: 3 clusters Score -785275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -785275.750000 Penalty: 4354.812988
	Iteration 28Q: 3 clusters Score -785275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -785275.750000 Penalty: 4354.812988
	Iteration 29F: 3 clusters Score -785275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Entering Unmasked Estep 
Score: -2115449.000000 Penalty: 2404.799072
	Iteration 0F: 2 clusters Score -2115449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2103791.500000 Penalty: 4809.598145
	Iteration 0F: 3 clusters Score -2103792 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2107433.000000 Penalty: 4809.598145
	Iteration 1F: 3 clusters Score -2107433 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2107752.000000 Penalty: 4809.598145
	Iteration 2F: 3 clusters Score -2107752 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2108001.250000 Penalty: 4809.598145
	Iteration 3Q: 3 clusters Score -2108001 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2108226.000000 Penalty: 4809.598145
	Iteration 4Q: 3 clusters Score -2108226 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2108457.750000 Penalty: 4809.598145
	Iteration 5Q: 3 clusters Score -2108458 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2108725.500000 Penalty: 4809.598145
	Iteration 6Q: 3 clusters Score -2108726 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2109059.250000 Penalty: 4809.598145
	Iteration 7Q: 3 clusters Score -2109059 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2109465.000000 Penalty: 4809.598145
	Iteration 8Q: 3 clusters Score -2109465 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2109992.250000 Penalty: 4809.598145
	Iteration 9F: 3 clusters Score -2109992 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2110711.000000 Penalty: 4809.598145
	Iteration 10F: 3 clusters Score -2110711 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2111468.250000 Penalty: 4809.598145
	Iteration 11F: 3 clusters Score -2111468 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2112133.500000 Penalty: 4809.598145
	Iteration 12Q: 3 clusters Score -2112134 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2112624.250000 Penalty: 4809.598145
	Iteration 13Q: 3 clusters Score -2112624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2112921.750000 Penalty: 4809.598145
	Iteration 14Q: 3 clusters Score -2112922 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2113059.500000 Penalty: 4809.598145
	Iteration 15Q: 3 clusters Score -2113060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2113150.250000 Penalty: 4809.598145
	Iteration 16Q: 3 clusters Score -2113150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2113199.000000 Penalty: 4809.598145
	Iteration 17Q: 3 clusters Score -2113199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2113240.750000 Penalty: 4809.598145
	Iteration 18Q: 3 clusters Score -2113241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2113266.500000 Penalty: 4809.598145
	Iteration 19Q: 3 clusters Score -2113266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2113280.250000 Penalty: 4809.598145
	Iteration 20F: 3 clusters Score -2113280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2113289.500000 Penalty: 4809.598145
	Iteration 21Q: 3 clusters Score -2113290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2113298.500000 Penalty: 4809.598145
	Iteration 22Q: 3 clusters Score -2113298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2113307.250000 Penalty: 4809.598145
	Iteration 23Q: 3 clusters Score -2113307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2113317.500000 Penalty: 4809.598145
	Iteration 24Q: 3 clusters Score -2113318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2113326.500000 Penalty: 4809.598145
	Iteration 25Q: 3 clusters Score -2113326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2113334.500000 Penalty: 4809.598145
	Iteration 26Q: 3 clusters Score -2113334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2113347.250000 Penalty: 4809.598145
	Iteration 27Q: 3 clusters Score -2113347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2113353.750000 Penalty: 4809.598145
	Iteration 28Q: 3 clusters Score -2113354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2113361.000000 Penalty: 4809.598145
	Iteration 29Q: 3 clusters Score -2113361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2113365.500000 Penalty: 4809.598145
	Iteration 30Q: 3 clusters Score -2113366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2113366.500000 Penalty: 4809.598145
	Iteration 31Q: 3 clusters Score -2113366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2113370.500000 Penalty: 4809.598145
	Iteration 32Q: 3 clusters Score -2113370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2113372.000000 Penalty: 4809.598145
	Iteration 33Q: 3 clusters Score -2113372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2113372.000000 Penalty: 4809.598145
	Iteration 34F: 3 clusters Score -2113372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Entering Unmasked Estep 
Score: -5960600.000000 Penalty: 2673.918945
	Iteration 0F: 2 clusters Score -5960600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5928076.000000 Penalty: 5347.837891
	Iteration 0F: 3 clusters Score -5928076 nChanged 22114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5940412.500000 Penalty: 5347.837891
	Iteration 1F: 3 clusters Score -5940412 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -5941138.000000 Penalty: 5347.837891
	Iteration 2Q: 3 clusters Score -5941138 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5942018.000000 Penalty: 5347.837891
	Iteration 3Q: 3 clusters Score -5942018 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5943164.500000 Penalty: 5347.837891
	Iteration 4Q: 3 clusters Score -5943164 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5944537.000000 Penalty: 5347.837891
	Iteration 5Q: 3 clusters Score -5944537 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5946133.000000 Penalty: 5347.837891
	Iteration 6Q: 3 clusters Score -5946133 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5947965.000000 Penalty: 5347.837891
	Iteration 7F: 3 clusters Score -5947965 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -5949890.500000 Penalty: 5347.837891
	Iteration 8F: 3 clusters Score -5949890 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5951855.500000 Penalty: 5347.837891
	Iteration 9F: 3 clusters Score -5951856 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5953610.500000 Penalty: 5347.837891
	Iteration 10Q: 3 clusters Score -5953610 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5955010.500000 Penalty: 5347.837891
	Iteration 11Q: 3 clusters Score -5955010 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5956005.000000 Penalty: 5347.837891
	Iteration 12Q: 3 clusters Score -5956005 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5956694.500000 Penalty: 5347.837891
	Iteration 13Q: 3 clusters Score -5956694 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5957184.000000 Penalty: 5347.837891
	Iteration 14Q: 3 clusters Score -5957184 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5957587.000000 Penalty: 5347.837891
	Iteration 15Q: 3 clusters Score -5957587 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5957866.000000 Penalty: 5347.837891
	Iteration 16Q: 3 clusters Score -5957866 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5958060.000000 Penalty: 5347.837891
	Iteration 17Q: 3 clusters Score -5958060 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5958225.000000 Penalty: 5347.837891
	Iteration 18Q: 3 clusters Score -5958225 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5958354.500000 Penalty: 5347.837891
	Iteration 19Q: 3 clusters Score -5958354 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5958461.000000 Penalty: 5347.837891
	Iteration 20F: 3 clusters Score -5958461 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5958557.000000 Penalty: 5347.837891
	Iteration 21Q: 3 clusters Score -5958557 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5958605.000000 Penalty: 5347.837891
	Iteration 22Q: 3 clusters Score -5958605 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5958653.000000 Penalty: 5347.837891
	Iteration 23Q: 3 clusters Score -5958653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5958692.500000 Penalty: 5347.837891
	Iteration 24Q: 3 clusters Score -5958692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5958740.500000 Penalty: 5347.837891
	Iteration 25Q: 3 clusters Score -5958740 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5958753.000000 Penalty: 5347.837891
	Iteration 26Q: 3 clusters Score -5958753 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5958768.500000 Penalty: 5347.837891
	Iteration 27Q: 3 clusters Score -5958768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5958771.500000 Penalty: 5347.837891
	Iteration 28Q: 3 clusters Score -5958772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5958785.000000 Penalty: 5347.837891
	Iteration 29Q: 3 clusters Score -5958785 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5958817.000000 Penalty: 5347.837891
	Iteration 30Q: 3 clusters Score -5958817 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5958827.500000 Penalty: 5347.837891
	Iteration 31Q: 3 clusters Score -5958828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5958837.000000 Penalty: 5347.837891
	Iteration 32Q: 3 clusters Score -5958837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5958843.500000 Penalty: 5347.837891
	Iteration 33Q: 3 clusters Score -5958844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5958848.500000 Penalty: 5347.837891
	Iteration 34Q: 3 clusters Score -5958848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5958866.500000 Penalty: 5347.837891
	Iteration 35Q: 3 clusters Score -5958866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5958881.500000 Penalty: 5347.837891
	Iteration 36Q: 3 clusters Score -5958882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5958896.000000 Penalty: 5347.837891
	Iteration 37Q: 3 clusters Score -5958896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5958894.500000 Penalty: 5347.837891
	Iteration 38Q: 3 clusters Score -5958894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5958917.000000 Penalty: 5347.837891
	Iteration 39Q: 3 clusters Score -5958917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5958932.500000 Penalty: 5347.837891
	Iteration 40F: 3 clusters Score -5958932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5958931.500000 Penalty: 5347.837891
	Iteration 41Q: 3 clusters Score -5958932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5958921.500000 Penalty: 5347.837891
	Iteration 42Q: 3 clusters Score -5958922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5958940.500000 Penalty: 5347.837891
	Iteration 43Q: 3 clusters Score -5958940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5958941.000000 Penalty: 5347.837891
	Iteration 44Q: 3 clusters Score -5958941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5958939.500000 Penalty: 5347.837891
	Iteration 45Q: 3 clusters Score -5958940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5958950.000000 Penalty: 5347.837891
	Iteration 46Q: 3 clusters Score -5958950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5958966.000000 Penalty: 5347.837891
	Iteration 47Q: 3 clusters Score -5958966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5958965.000000 Penalty: 5347.837891
	Iteration 48Q: 3 clusters Score -5958965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5958965.000000 Penalty: 5347.837891
	Iteration 49Q: 3 clusters Score -5958965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5958963.000000 Penalty: 5347.837891
	Iteration 50Q: 3 clusters Score -5958963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5958965.000000 Penalty: 5347.837891
	Iteration 51Q: 3 clusters Score -5958965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -5958973.500000 Penalty: 5347.837891
	Iteration 52Q: 3 clusters Score -5958974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5958971.500000 Penalty: 5347.837891
	Iteration 53Q: 3 clusters Score -5958972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5958978.000000 Penalty: 5347.837891
	Iteration 54Q: 3 clusters Score -5958978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5958980.000000 Penalty: 5347.837891
	Iteration 55Q: 3 clusters Score -5958980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5958981.000000 Penalty: 5347.837891
	Iteration 56Q: 3 clusters Score -5958981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5958985.000000 Penalty: 5347.837891
	Iteration 57Q: 3 clusters Score -5958985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5958983.000000 Penalty: 5347.837891
	Iteration 58Q: 3 clusters Score -5958983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5958987.500000 Penalty: 5347.837891
	Iteration 59Q: 3 clusters Score -5958988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5958989.500000 Penalty: 5347.837891
	Iteration 60F: 3 clusters Score -5958990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5958986.000000 Penalty: 5347.837891
	Iteration 61Q: 3 clusters Score -5958986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5958996.500000 Penalty: 5347.837891
	Iteration 62Q: 3 clusters Score -5958996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5958994.000000 Penalty: 5347.837891
	Iteration 63Q: 3 clusters Score -5958994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5958996.500000 Penalty: 5347.837891
	Iteration 64Q: 3 clusters Score -5958996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5958992.500000 Penalty: 5347.837891
	Iteration 65Q: 3 clusters Score -5958992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5958994.000000 Penalty: 5347.837891
	Iteration 66Q: 3 clusters Score -5958994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5958991.000000 Penalty: 5347.837891
	Iteration 67Q: 3 clusters Score -5958991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5958988.000000 Penalty: 5347.837891
	Iteration 68Q: 3 clusters Score -5958988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5958989.000000 Penalty: 5347.837891
	Iteration 69Q: 3 clusters Score -5958989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5958992.500000 Penalty: 5347.837891
	Iteration 70Q: 3 clusters Score -5958992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5958990.500000 Penalty: 5347.837891
	Iteration 71Q: 3 clusters Score -5958990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5958988.000000 Penalty: 5347.837891
	Iteration 72Q: 3 clusters Score -5958988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5958990.500000 Penalty: 5347.837891
	Iteration 73Q: 3 clusters Score -5958990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5958993.500000 Penalty: 5347.837891
	Iteration 74Q: 3 clusters Score -5958994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5958994.000000 Penalty: 5347.837891
	Iteration 75Q: 3 clusters Score -5958994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5958997.000000 Penalty: 5347.837891
	Iteration 76Q: 3 clusters Score -5958997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5958995.500000 Penalty: 5347.837891
	Iteration 77Q: 3 clusters Score -5958996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5958998.000000 Penalty: 5347.837891
	Iteration 78Q: 3 clusters Score -5958998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5958998.000000 Penalty: 5347.837891
	Iteration 79F: 3 clusters Score -5958998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -191828.250000 Penalty: 1838.963379
	Iteration 0F: 2 clusters Score -191828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189574.015625 Penalty: 3677.926758
	Iteration 0F: 3 clusters Score -189574 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190268.781250 Penalty: 3677.926758
	Iteration 1F: 3 clusters Score -190268.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -190713.656250 Penalty: 3677.926758
	Iteration 2F: 3 clusters Score -190713.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191265.031250 Penalty: 3677.926758
	Iteration 3F: 3 clusters Score -191265 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -192313.968750 Penalty: 3677.926758
	Iteration 4F: 3 clusters Score -192314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192855.546875 Penalty: 3677.926758
	Iteration 5F: 3 clusters Score -192855.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -193094.718750 Penalty: 3677.926758
	Iteration 6Q: 3 clusters Score -193094.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -193312.250000 Penalty: 3677.926758
	Iteration 7Q: 3 clusters Score -193312.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193410.265625 Penalty: 3677.926758
	Iteration 8Q: 3 clusters Score -193410.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -193519.250000 Penalty: 3677.926758
	Iteration 9Q: 3 clusters Score -193519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -193602.515625 Penalty: 3677.926758
	Iteration 10Q: 3 clusters Score -193602.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193673.078125 Penalty: 3677.926758
	Iteration 11Q: 3 clusters Score -193673.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193707.718750 Penalty: 3677.926758
	Iteration 12Q: 3 clusters Score -193707.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -193739.984375 Penalty: 3677.926758
	Iteration 13Q: 3 clusters Score -193740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193760.796875 Penalty: 3677.926758
	Iteration 14Q: 3 clusters Score -193760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193780.921875 Penalty: 3677.926758
	Iteration 15Q: 3 clusters Score -193780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -193790.437500 Penalty: 3677.926758
	Iteration 16Q: 3 clusters Score -193790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -193800.593750 Penalty: 3677.926758
	Iteration 17Q: 3 clusters Score -193800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -193805.765625 Penalty: 3677.926758
	Iteration 18Q: 3 clusters Score -193805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -193816.125000 Penalty: 3677.926758
	Iteration 19Q: 3 clusters Score -193816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -193934.015625 Penalty: 3677.926758
	Iteration 20F: 3 clusters Score -193934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194137.343750 Penalty: 3677.926758
	Iteration 21Q: 3 clusters Score -194137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194158.609375 Penalty: 3677.926758
	Iteration 22Q: 3 clusters Score -194158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194164.531250 Penalty: 3677.926758
	Iteration 23Q: 3 clusters Score -194164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194164.531250 Penalty: 3677.926758
	Iteration 24F: 3 clusters Score -194164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 199521 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 52459 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
Score: -116023192.000000 Penalty: 71542.664062
Splitting cluster 16 changes total score from -116017208.000000 to -116023192.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 18 (187629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Entering Unmasked Estep 
Score: -23930082.000000 Penalty: 3011.270996
	Iteration 0F: 2 clusters Score -2.393008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -23813288.000000 Penalty: 6022.541992
	Iteration 0F: 3 clusters Score -2.381329e+07 nChanged 89809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -23866160.000000 Penalty: 6022.541992
	Iteration 1F: 3 clusters Score -2.386616e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -23867374.000000 Penalty: 6022.541992
	Iteration 2Q: 3 clusters Score -2.386737e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -23868780.000000 Penalty: 6022.541992
	Iteration 3Q: 3 clusters Score -2.386878e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -23870450.000000 Penalty: 6022.541992
	Iteration 4Q: 3 clusters Score -2.387045e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -23872494.000000 Penalty: 6022.541992
	Iteration 5Q: 3 clusters Score -2.387249e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -23875192.000000 Penalty: 6022.541992
	Iteration 6Q: 3 clusters Score -2.387519e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -23879034.000000 Penalty: 6022.541992
	Iteration 7Q: 3 clusters Score -2.387903e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -23884236.000000 Penalty: 6022.541992
	Iteration 8F: 3 clusters Score -2.388424e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -23891354.000000 Penalty: 6022.541992
	Iteration 9F: 3 clusters Score -2.389135e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -23898990.000000 Penalty: 6022.541992
	Iteration 10F: 3 clusters Score -2.389899e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -23905434.000000 Penalty: 6022.541992
	Iteration 11F: 3 clusters Score -2.390543e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -23908702.000000 Penalty: 6022.541992
	Iteration 12Q: 3 clusters Score -2.39087e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -23910042.000000 Penalty: 6022.541992
	Iteration 13Q: 3 clusters Score -2.391004e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -23910644.000000 Penalty: 6022.541992
	Iteration 14Q: 3 clusters Score -2.391064e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -23910946.000000 Penalty: 6022.541992
	Iteration 15Q: 3 clusters Score -2.391095e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -23911220.000000 Penalty: 6022.541992
	Iteration 16Q: 3 clusters Score -2.391122e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -23911516.000000 Penalty: 6022.541992
	Iteration 17Q: 3 clusters Score -2.391152e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -23911688.000000 Penalty: 6022.541992
	Iteration 18Q: 3 clusters Score -2.391169e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -23912040.000000 Penalty: 6022.541992
	Iteration 19Q: 3 clusters Score -2.391204e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -23912474.000000 Penalty: 6022.541992
	Iteration 20F: 3 clusters Score -2.391247e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -23912796.000000 Penalty: 6022.541992
	Iteration 21Q: 3 clusters Score -2.39128e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -23913102.000000 Penalty: 6022.541992
	Iteration 22Q: 3 clusters Score -2.39131e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -23913574.000000 Penalty: 6022.541992
	Iteration 23Q: 3 clusters Score -2.391357e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -23914054.000000 Penalty: 6022.541992
	Iteration 24Q: 3 clusters Score -2.391405e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -23914508.000000 Penalty: 6022.541992
	Iteration 25Q: 3 clusters Score -2.391451e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -23915038.000000 Penalty: 6022.541992
	Iteration 26Q: 3 clusters Score -2.391504e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -23915398.000000 Penalty: 6022.541992
	Iteration 27Q: 3 clusters Score -2.39154e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -23915794.000000 Penalty: 6022.541992
	Iteration 28Q: 3 clusters Score -2.391579e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -23916140.000000 Penalty: 6022.541992
	Iteration 29Q: 3 clusters Score -2.391614e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -23916624.000000 Penalty: 6022.541992
	Iteration 30Q: 3 clusters Score -2.391662e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -23917022.000000 Penalty: 6022.541992
	Iteration 31Q: 3 clusters Score -2.391702e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 128682 members 
Entering Unmasked Estep 
Score: -23917570.000000 Penalty: 6022.541992
	Iteration 32Q: 3 clusters Score -2.391757e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -23918184.000000 Penalty: 6022.541992
	Iteration 33Q: 3 clusters Score -2.391818e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -23918688.000000 Penalty: 6022.541992
	Iteration 34Q: 3 clusters Score -2.391869e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -23919252.000000 Penalty: 6022.541992
	Iteration 35Q: 3 clusters Score -2.391925e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -23919856.000000 Penalty: 6022.541992
	Iteration 36Q: 3 clusters Score -2.391986e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -23920254.000000 Penalty: 6022.541992
	Iteration 37Q: 3 clusters Score -2.392025e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -23920888.000000 Penalty: 6022.541992
	Iteration 38Q: 3 clusters Score -2.392089e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -23921392.000000 Penalty: 6022.541992
	Iteration 39Q: 3 clusters Score -2.392139e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -23921982.000000 Penalty: 6022.541992
	Iteration 40F: 3 clusters Score -2.392198e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -23922680.000000 Penalty: 6022.541992
	Iteration 41Q: 3 clusters Score -2.392268e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -23923376.000000 Penalty: 6022.541992
	Iteration 42Q: 3 clusters Score -2.392338e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 153312 members 
Entering Unmasked Estep 
Score: -23923922.000000 Penalty: 6022.541992
	Iteration 43Q: 3 clusters Score -2.392392e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -23924456.000000 Penalty: 6022.541992
	Iteration 44Q: 3 clusters Score -2.392446e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -23925116.000000 Penalty: 6022.541992
	Iteration 45Q: 3 clusters Score -2.392512e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -23925692.000000 Penalty: 6022.541992
	Iteration 46Q: 3 clusters Score -2.392569e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -23926064.000000 Penalty: 6022.541992
	Iteration 47Q: 3 clusters Score -2.392606e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -23926524.000000 Penalty: 6022.541992
	Iteration 48Q: 3 clusters Score -2.392652e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -23926898.000000 Penalty: 6022.541992
	Iteration 49Q: 3 clusters Score -2.39269e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -23927102.000000 Penalty: 6022.541992
	Iteration 50Q: 3 clusters Score -2.39271e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -23927470.000000 Penalty: 6022.541992
	Iteration 51Q: 3 clusters Score -2.392747e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -23927828.000000 Penalty: 6022.541992
	Iteration 52Q: 3 clusters Score -2.392783e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 170517 members 
Entering Unmasked Estep 
Score: -23928000.000000 Penalty: 6022.541992
	Iteration 53Q: 3 clusters Score -2.3928e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -23928234.000000 Penalty: 6022.541992
	Iteration 54Q: 3 clusters Score -2.392823e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -23928474.000000 Penalty: 6022.541992
	Iteration 55Q: 3 clusters Score -2.392847e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -23928592.000000 Penalty: 6022.541992
	Iteration 56Q: 3 clusters Score -2.392859e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -23928706.000000 Penalty: 6022.541992
	Iteration 57Q: 3 clusters Score -2.392871e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -23928784.000000 Penalty: 6022.541992
	Iteration 58Q: 3 clusters Score -2.392878e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -23928924.000000 Penalty: 6022.541992
	Iteration 59Q: 3 clusters Score -2.392892e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -23928992.000000 Penalty: 6022.541992
	Iteration 60F: 3 clusters Score -2.392899e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -23929054.000000 Penalty: 6022.541992
	Iteration 61Q: 3 clusters Score -2.392905e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -23929096.000000 Penalty: 6022.541992
	Iteration 62Q: 3 clusters Score -2.39291e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -23929132.000000 Penalty: 6022.541992
	Iteration 63Q: 3 clusters Score -2.392913e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 179352 members 
Entering Unmasked Estep 
Score: -23929052.000000 Penalty: 6022.541992
	Iteration 64Q: 3 clusters Score -2.392905e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -23929016.000000 Penalty: 6022.541992
	Iteration 65Q: 3 clusters Score -2.392902e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -23929036.000000 Penalty: 6022.541992
	Iteration 66Q: 3 clusters Score -2.392904e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 180558 members 
Entering Unmasked Estep 
Score: -23929036.000000 Penalty: 6022.541992
	Iteration 67Q: 3 clusters Score -2.392904e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 180913 members 
Entering Unmasked Estep 
Score: -23929012.000000 Penalty: 6022.541992
	Iteration 68Q: 3 clusters Score -2.392901e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 181234 members 
Entering Unmasked Estep 
Score: -23929030.000000 Penalty: 6022.541992
	Iteration 69Q: 3 clusters Score -2.392903e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 181535 members 
Entering Unmasked Estep 
Score: -23929008.000000 Penalty: 6022.541992
	Iteration 70Q: 3 clusters Score -2.392901e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 181795 members 
Entering Unmasked Estep 
Score: -23928998.000000 Penalty: 6022.541992
	Iteration 71Q: 3 clusters Score -2.3929e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 182032 members 
Entering Unmasked Estep 
Score: -23928946.000000 Penalty: 6022.541992
	Iteration 72Q: 3 clusters Score -2.392895e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 182255 members 
Entering Unmasked Estep 
Score: -23928980.000000 Penalty: 6022.541992
	Iteration 73Q: 3 clusters Score -2.392898e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 182476 members 
Entering Unmasked Estep 
Score: -23929022.000000 Penalty: 6022.541992
	Iteration 74Q: 3 clusters Score -2.392902e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 182675 members 
Entering Unmasked Estep 
Score: -23929076.000000 Penalty: 6022.541992
	Iteration 75Q: 3 clusters Score -2.392908e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -23928998.000000 Penalty: 6022.541992
	Iteration 76Q: 3 clusters Score -2.3929e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 183000 members 
Entering Unmasked Estep 
Score: -23928916.000000 Penalty: 6022.541992
	Iteration 77Q: 3 clusters Score -2.392892e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 183147 members 
Entering Unmasked Estep 
Score: -23928924.000000 Penalty: 6022.541992
	Iteration 78Q: 3 clusters Score -2.392892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 183265 members 
Entering Unmasked Estep 
Score: -23928930.000000 Penalty: 6022.541992
	Iteration 79Q: 3 clusters Score -2.392893e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -23928958.000000 Penalty: 6022.541992
	Iteration 80F: 3 clusters Score -2.392896e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -23928952.000000 Penalty: 6022.541992
	Iteration 81Q: 3 clusters Score -2.392895e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -23928968.000000 Penalty: 6022.541992
	Iteration 82Q: 3 clusters Score -2.392897e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 183600 members 
Entering Unmasked Estep 
Score: -23928950.000000 Penalty: 6022.541992
	Iteration 83Q: 3 clusters Score -2.392895e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -23928974.000000 Penalty: 6022.541992
	Iteration 84Q: 3 clusters Score -2.392897e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 183731 members 
Entering Unmasked Estep 
Score: -23928958.000000 Penalty: 6022.541992
	Iteration 85Q: 3 clusters Score -2.392896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 183761 members 
Entering Unmasked Estep 
Score: -23928990.000000 Penalty: 6022.541992
	Iteration 86Q: 3 clusters Score -2.392899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 183788 members 
Entering Unmasked Estep 
Score: -23929010.000000 Penalty: 6022.541992
	Iteration 87Q: 3 clusters Score -2.392901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 183817 members 
Entering Unmasked Estep 
Score: -23928988.000000 Penalty: 6022.541992
	Iteration 88Q: 3 clusters Score -2.392899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -23929014.000000 Penalty: 6022.541992
	Iteration 89Q: 3 clusters Score -2.392901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 183879 members 
Entering Unmasked Estep 
Score: -23929052.000000 Penalty: 6022.541992
	Iteration 90Q: 3 clusters Score -2.392905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 183926 members 
Entering Unmasked Estep 
Score: -23929018.000000 Penalty: 6022.541992
	Iteration 91Q: 3 clusters Score -2.392902e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 183968 members 
Entering Unmasked Estep 
Score: -23929026.000000 Penalty: 6022.541992
	Iteration 92Q: 3 clusters Score -2.392903e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 184011 members 
Entering Unmasked Estep 
Score: -23928990.000000 Penalty: 6022.541992
	Iteration 93Q: 3 clusters Score -2.392899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -23928970.000000 Penalty: 6022.541992
	Iteration 94Q: 3 clusters Score -2.392897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -23928988.000000 Penalty: 6022.541992
	Iteration 95Q: 3 clusters Score -2.392899e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -23929000.000000 Penalty: 6022.541992
	Iteration 96Q: 3 clusters Score -2.3929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 184183 members 
Entering Unmasked Estep 
Score: -23928996.000000 Penalty: 6022.541992
	Iteration 97Q: 3 clusters Score -2.3929e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 184218 members 
Entering Unmasked Estep 
Score: -23928958.000000 Penalty: 6022.541992
	Iteration 98Q: 3 clusters Score -2.392896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -23928934.000000 Penalty: 6022.541992
	Iteration 99Q: 3 clusters Score -2.392893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 184261 members 
Entering Unmasked Estep 
Score: -23928934.000000 Penalty: 6022.541992
	Iteration 100F: 3 clusters Score -2.392893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 184276 members 
Entering Unmasked Estep 
Score: -23928940.000000 Penalty: 6022.541992
	Iteration 101Q: 3 clusters Score -2.392894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 184285 members 
Entering Unmasked Estep 
Score: -23928912.000000 Penalty: 6022.541992
	Iteration 102Q: 3 clusters Score -2.392891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 184302 members 
Entering Unmasked Estep 
Score: -23928926.000000 Penalty: 6022.541992
	Iteration 103Q: 3 clusters Score -2.392893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -23928914.000000 Penalty: 6022.541992
	Iteration 104Q: 3 clusters Score -2.392891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 184327 members 
Entering Unmasked Estep 
Score: -23928910.000000 Penalty: 6022.541992
	Iteration 105Q: 3 clusters Score -2.392891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 184336 members 
Entering Unmasked Estep 
Score: -23928922.000000 Penalty: 6022.541992
	Iteration 106Q: 3 clusters Score -2.392892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -23928948.000000 Penalty: 6022.541992
	Iteration 107Q: 3 clusters Score -2.392895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -23928950.000000 Penalty: 6022.541992
	Iteration 108Q: 3 clusters Score -2.392895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 184393 members 
Entering Unmasked Estep 
Score: -23928948.000000 Penalty: 6022.541992
	Iteration 109Q: 3 clusters Score -2.392895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 184410 members 
Entering Unmasked Estep 
Score: -23928952.000000 Penalty: 6022.541992
	Iteration 110Q: 3 clusters Score -2.392895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 184426 members 
Entering Unmasked Estep 
Score: -23928972.000000 Penalty: 6022.541992
	Iteration 111Q: 3 clusters Score -2.392897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -23928988.000000 Penalty: 6022.541992
	Iteration 112Q: 3 clusters Score -2.392899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 184464 members 
Entering Unmasked Estep 
Score: -23928984.000000 Penalty: 6022.541992
	Iteration 113Q: 3 clusters Score -2.392898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -23928994.000000 Penalty: 6022.541992
	Iteration 114Q: 3 clusters Score -2.392899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 184485 members 
Entering Unmasked Estep 
Score: -23928972.000000 Penalty: 6022.541992
	Iteration 115Q: 3 clusters Score -2.392897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -23928970.000000 Penalty: 6022.541992
	Iteration 116Q: 3 clusters Score -2.392897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 184501 members 
Entering Unmasked Estep 
Score: -23928968.000000 Penalty: 6022.541992
	Iteration 117Q: 3 clusters Score -2.392897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 184507 members 
Entering Unmasked Estep 
Score: -23928958.000000 Penalty: 6022.541992
	Iteration 118Q: 3 clusters Score -2.392896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -23928974.000000 Penalty: 6022.541992
	Iteration 119Q: 3 clusters Score -2.392897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
Score: -23928986.000000 Penalty: 6022.541992
	Iteration 120F: 3 clusters Score -2.392899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 184525 members 
Entering Unmasked Estep 
Score: -23928984.000000 Penalty: 6022.541992
	Iteration 121Q: 3 clusters Score -2.392898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -23928990.000000 Penalty: 6022.541992
	Iteration 122Q: 3 clusters Score -2.392899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 184540 members 
Entering Unmasked Estep 
Score: -23928990.000000 Penalty: 6022.541992
	Iteration 123Q: 3 clusters Score -2.392899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -23929008.000000 Penalty: 6022.541992
	Iteration 124Q: 3 clusters Score -2.392901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -23928994.000000 Penalty: 6022.541992
	Iteration 125Q: 3 clusters Score -2.392899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -23928976.000000 Penalty: 6022.541992
	Iteration 126Q: 3 clusters Score -2.392898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -23928980.000000 Penalty: 6022.541992
	Iteration 127Q: 3 clusters Score -2.392898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 184593 members 
Entering Unmasked Estep 
Score: -23928982.000000 Penalty: 6022.541992
	Iteration 128Q: 3 clusters Score -2.392898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 184605 members 
Entering Unmasked Estep 
Score: -23928970.000000 Penalty: 6022.541992
	Iteration 129Q: 3 clusters Score -2.392897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 184608 members 
Entering Unmasked Estep 
Score: -23928966.000000 Penalty: 6022.541992
	Iteration 130Q: 3 clusters Score -2.392897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -23928974.000000 Penalty: 6022.541992
	Iteration 131Q: 3 clusters Score -2.392897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 184618 members 
Entering Unmasked Estep 
Score: -23928988.000000 Penalty: 6022.541992
	Iteration 132Q: 3 clusters Score -2.392899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 184626 members 
Entering Unmasked Estep 
Score: -23928972.000000 Penalty: 6022.541992
	Iteration 133Q: 3 clusters Score -2.392897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -23928982.000000 Penalty: 6022.541992
	Iteration 134Q: 3 clusters Score -2.392898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 184639 members 
Entering Unmasked Estep 
Score: -23928978.000000 Penalty: 6022.541992
	Iteration 135Q: 3 clusters Score -2.392898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 184645 members 
Entering Unmasked Estep 
Score: -23928960.000000 Penalty: 6022.541992
	Iteration 136Q: 3 clusters Score -2.392896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -23928956.000000 Penalty: 6022.541992
	Iteration 137Q: 3 clusters Score -2.392896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 184650 members 
Entering Unmasked Estep 
Score: -23928946.000000 Penalty: 6022.541992
	Iteration 138Q: 3 clusters Score -2.392895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 184655 members 
Entering Unmasked Estep 
Score: -23928954.000000 Penalty: 6022.541992
	Iteration 139Q: 3 clusters Score -2.392895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 184657 members 
Entering Unmasked Estep 
Score: -23928944.000000 Penalty: 6022.541992
	Iteration 140F: 3 clusters Score -2.392894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -23928956.000000 Penalty: 6022.541992
	Iteration 141Q: 3 clusters Score -2.392896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -23928956.000000 Penalty: 6022.541992
	Iteration 142F: 3 clusters Score -2.392896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -423236.250000 Penalty: 1995.544312
	Iteration 0F: 2 clusters Score -423236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -419853.312500 Penalty: 3991.088623
	Iteration 0F: 3 clusters Score -419853.3 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -420476.312500 Penalty: 3991.088623
	Iteration 1F: 3 clusters Score -420476.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -420646.031250 Penalty: 3991.088623
	Iteration 2F: 3 clusters Score -420646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -420735.125000 Penalty: 3991.088623
	Iteration 3Q: 3 clusters Score -420735.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -420799.687500 Penalty: 3991.088623
	Iteration 4Q: 3 clusters Score -420799.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -420841.343750 Penalty: 3991.088623
	Iteration 5Q: 3 clusters Score -420841.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -420875.187500 Penalty: 3991.088623
	Iteration 6Q: 3 clusters Score -420875.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -420903.531250 Penalty: 3991.088623
	Iteration 7Q: 3 clusters Score -420903.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -420924.750000 Penalty: 3991.088623
	Iteration 8Q: 3 clusters Score -420924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -420936.875000 Penalty: 3991.088623
	Iteration 9Q: 3 clusters Score -420936.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -420944.875000 Penalty: 3991.088623
	Iteration 10Q: 3 clusters Score -420944.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -420950.812500 Penalty: 3991.088623
	Iteration 11Q: 3 clusters Score -420950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -420958.843750 Penalty: 3991.088623
	Iteration 12Q: 3 clusters Score -420958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -420964.687500 Penalty: 3991.088623
	Iteration 13Q: 3 clusters Score -420964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -420968.375000 Penalty: 3991.088623
	Iteration 14Q: 3 clusters Score -420968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -420972.593750 Penalty: 3991.088623
	Iteration 15Q: 3 clusters Score -420972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -420975.781250 Penalty: 3991.088623
	Iteration 16Q: 3 clusters Score -420975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -420977.812500 Penalty: 3991.088623
	Iteration 17Q: 3 clusters Score -420977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -420978.062500 Penalty: 3991.088623
	Iteration 18Q: 3 clusters Score -420978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -420978.062500 Penalty: 3991.088623
	Iteration 19F: 3 clusters Score -420978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Entering Unmasked Estep 
Score: -3880448.000000 Penalty: 2555.535156
	Iteration 0F: 2 clusters Score -3880448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3859962.000000 Penalty: 5111.070312
	Iteration 0F: 3 clusters Score -3859962 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3867055.750000 Penalty: 5111.070312
	Iteration 1F: 3 clusters Score -3867056 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3867554.250000 Penalty: 5111.070312
	Iteration 2Q: 3 clusters Score -3867554 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3868006.750000 Penalty: 5111.070312
	Iteration 3Q: 3 clusters Score -3868007 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3868502.750000 Penalty: 5111.070312
	Iteration 4Q: 3 clusters Score -3868503 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3868977.250000 Penalty: 5111.070312
	Iteration 5Q: 3 clusters Score -3868977 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3869475.250000 Penalty: 5111.070312
	Iteration 6Q: 3 clusters Score -3869475 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3870018.750000 Penalty: 5111.070312
	Iteration 7Q: 3 clusters Score -3870019 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3870594.000000 Penalty: 5111.070312
	Iteration 8Q: 3 clusters Score -3870594 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3871216.500000 Penalty: 5111.070312
	Iteration 9Q: 3 clusters Score -3871216 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3871857.000000 Penalty: 5111.070312
	Iteration 10Q: 3 clusters Score -3871857 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3872516.500000 Penalty: 5111.070312
	Iteration 11Q: 3 clusters Score -3872516 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3873131.500000 Penalty: 5111.070312
	Iteration 12Q: 3 clusters Score -3873132 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3873677.250000 Penalty: 5111.070312
	Iteration 13Q: 3 clusters Score -3873677 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3874121.250000 Penalty: 5111.070312
	Iteration 14Q: 3 clusters Score -3874121 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3874480.250000 Penalty: 5111.070312
	Iteration 15Q: 3 clusters Score -3874480 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3874740.250000 Penalty: 5111.070312
	Iteration 16Q: 3 clusters Score -3874740 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3874909.500000 Penalty: 5111.070312
	Iteration 17Q: 3 clusters Score -3874910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3875002.000000 Penalty: 5111.070312
	Iteration 18Q: 3 clusters Score -3875002 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3875067.500000 Penalty: 5111.070312
	Iteration 19Q: 3 clusters Score -3875068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3875116.750000 Penalty: 5111.070312
	Iteration 20F: 3 clusters Score -3875117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3875189.500000 Penalty: 5111.070312
	Iteration 21Q: 3 clusters Score -3875190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3875242.500000 Penalty: 5111.070312
	Iteration 22Q: 3 clusters Score -3875242 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3875303.750000 Penalty: 5111.070312
	Iteration 23Q: 3 clusters Score -3875304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3875343.250000 Penalty: 5111.070312
	Iteration 24Q: 3 clusters Score -3875343 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3875358.250000 Penalty: 5111.070312
	Iteration 25Q: 3 clusters Score -3875358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3875373.500000 Penalty: 5111.070312
	Iteration 26Q: 3 clusters Score -3875374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3875403.000000 Penalty: 5111.070312
	Iteration 27Q: 3 clusters Score -3875403 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3875435.750000 Penalty: 5111.070312
	Iteration 28Q: 3 clusters Score -3875436 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3875439.750000 Penalty: 5111.070312
	Iteration 29Q: 3 clusters Score -3875440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3875463.500000 Penalty: 5111.070312
	Iteration 30Q: 3 clusters Score -3875464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3875476.750000 Penalty: 5111.070312
	Iteration 31Q: 3 clusters Score -3875477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3875495.250000 Penalty: 5111.070312
	Iteration 32Q: 3 clusters Score -3875495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3875507.750000 Penalty: 5111.070312
	Iteration 33Q: 3 clusters Score -3875508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3875529.250000 Penalty: 5111.070312
	Iteration 34Q: 3 clusters Score -3875529 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3875572.750000 Penalty: 5111.070312
	Iteration 35Q: 3 clusters Score -3875573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3875600.500000 Penalty: 5111.070312
	Iteration 36Q: 3 clusters Score -3875600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3875644.500000 Penalty: 5111.070312
	Iteration 37Q: 3 clusters Score -3875644 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3875671.750000 Penalty: 5111.070312
	Iteration 38Q: 3 clusters Score -3875672 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3875704.250000 Penalty: 5111.070312
	Iteration 39Q: 3 clusters Score -3875704 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3875739.000000 Penalty: 5111.070312
	Iteration 40F: 3 clusters Score -3875739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3875765.250000 Penalty: 5111.070312
	Iteration 41Q: 3 clusters Score -3875765 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3875806.000000 Penalty: 5111.070312
	Iteration 42Q: 3 clusters Score -3875806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3875870.750000 Penalty: 5111.070312
	Iteration 43Q: 3 clusters Score -3875871 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3875916.000000 Penalty: 5111.070312
	Iteration 44Q: 3 clusters Score -3875916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3875987.000000 Penalty: 5111.070312
	Iteration 45Q: 3 clusters Score -3875987 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3876048.000000 Penalty: 5111.070312
	Iteration 46Q: 3 clusters Score -3876048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3876146.000000 Penalty: 5111.070312
	Iteration 47Q: 3 clusters Score -3876146 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3876247.250000 Penalty: 5111.070312
	Iteration 48Q: 3 clusters Score -3876247 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3876350.750000 Penalty: 5111.070312
	Iteration 49Q: 3 clusters Score -3876351 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3876436.000000 Penalty: 5111.070312
	Iteration 50Q: 3 clusters Score -3876436 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3876536.250000 Penalty: 5111.070312
	Iteration 51Q: 3 clusters Score -3876536 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3876617.500000 Penalty: 5111.070312
	Iteration 52Q: 3 clusters Score -3876618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3876722.500000 Penalty: 5111.070312
	Iteration 53Q: 3 clusters Score -3876722 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3876832.000000 Penalty: 5111.070312
	Iteration 54Q: 3 clusters Score -3876832 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3876942.750000 Penalty: 5111.070312
	Iteration 55Q: 3 clusters Score -3876943 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3877065.000000 Penalty: 5111.070312
	Iteration 56Q: 3 clusters Score -3877065 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3877167.500000 Penalty: 5111.070312
	Iteration 57Q: 3 clusters Score -3877168 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3877267.750000 Penalty: 5111.070312
	Iteration 58Q: 3 clusters Score -3877268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3877363.750000 Penalty: 5111.070312
	Iteration 59Q: 3 clusters Score -3877364 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3877454.750000 Penalty: 5111.070312
	Iteration 60F: 3 clusters Score -3877455 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3877516.250000 Penalty: 5111.070312
	Iteration 61Q: 3 clusters Score -3877516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3877586.250000 Penalty: 5111.070312
	Iteration 62Q: 3 clusters Score -3877586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3877659.000000 Penalty: 5111.070312
	Iteration 63Q: 3 clusters Score -3877659 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3877731.250000 Penalty: 5111.070312
	Iteration 64Q: 3 clusters Score -3877731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3877808.250000 Penalty: 5111.070312
	Iteration 65Q: 3 clusters Score -3877808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3877871.000000 Penalty: 5111.070312
	Iteration 66Q: 3 clusters Score -3877871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3877930.750000 Penalty: 5111.070312
	Iteration 67Q: 3 clusters Score -3877931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3877956.000000 Penalty: 5111.070312
	Iteration 68Q: 3 clusters Score -3877956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3877997.750000 Penalty: 5111.070312
	Iteration 69Q: 3 clusters Score -3877998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3878033.750000 Penalty: 5111.070312
	Iteration 70Q: 3 clusters Score -3878034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3878059.000000 Penalty: 5111.070312
	Iteration 71Q: 3 clusters Score -3878059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3878086.500000 Penalty: 5111.070312
	Iteration 72Q: 3 clusters Score -3878086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3878110.250000 Penalty: 5111.070312
	Iteration 73Q: 3 clusters Score -3878110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3878126.250000 Penalty: 5111.070312
	Iteration 74Q: 3 clusters Score -3878126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3878132.250000 Penalty: 5111.070312
	Iteration 75Q: 3 clusters Score -3878132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3878144.750000 Penalty: 5111.070312
	Iteration 76Q: 3 clusters Score -3878145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3878159.000000 Penalty: 5111.070312
	Iteration 77Q: 3 clusters Score -3878159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3878163.000000 Penalty: 5111.070312
	Iteration 78Q: 3 clusters Score -3878163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3878181.250000 Penalty: 5111.070312
	Iteration 79Q: 3 clusters Score -3878181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3878186.750000 Penalty: 5111.070312
	Iteration 80F: 3 clusters Score -3878187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3878195.750000 Penalty: 5111.070312
	Iteration 81Q: 3 clusters Score -3878196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3878204.250000 Penalty: 5111.070312
	Iteration 82Q: 3 clusters Score -3878204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3878206.000000 Penalty: 5111.070312
	Iteration 83Q: 3 clusters Score -3878206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3878211.000000 Penalty: 5111.070312
	Iteration 84Q: 3 clusters Score -3878211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3878213.500000 Penalty: 5111.070312
	Iteration 85Q: 3 clusters Score -3878214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3878211.250000 Penalty: 5111.070312
	Iteration 86Q: 3 clusters Score -3878211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3878210.500000 Penalty: 5111.070312
	Iteration 87Q: 3 clusters Score -3878210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3878213.000000 Penalty: 5111.070312
	Iteration 88Q: 3 clusters Score -3878213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3878219.000000 Penalty: 5111.070312
	Iteration 89Q: 3 clusters Score -3878219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3878225.000000 Penalty: 5111.070312
	Iteration 90Q: 3 clusters Score -3878225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3878227.000000 Penalty: 5111.070312
	Iteration 91Q: 3 clusters Score -3878227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3878233.250000 Penalty: 5111.070312
	Iteration 92Q: 3 clusters Score -3878233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3878231.250000 Penalty: 5111.070312
	Iteration 93Q: 3 clusters Score -3878231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3878232.500000 Penalty: 5111.070312
	Iteration 94Q: 3 clusters Score -3878232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3878231.500000 Penalty: 5111.070312
	Iteration 95Q: 3 clusters Score -3878232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3878237.500000 Penalty: 5111.070312
	Iteration 96Q: 3 clusters Score -3878238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3878233.750000 Penalty: 5111.070312
	Iteration 97Q: 3 clusters Score -3878234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3878240.750000 Penalty: 5111.070312
	Iteration 98Q: 3 clusters Score -3878241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3878240.500000 Penalty: 5111.070312
	Iteration 99Q: 3 clusters Score -3878240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3878240.500000 Penalty: 5111.070312
	Iteration 100F: 3 clusters Score -3878240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3878247.000000 Penalty: 5111.070312
	Iteration 101Q: 3 clusters Score -3878247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3878252.000000 Penalty: 5111.070312
	Iteration 102Q: 3 clusters Score -3878252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3878252.250000 Penalty: 5111.070312
	Iteration 103Q: 3 clusters Score -3878252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3878254.000000 Penalty: 5111.070312
	Iteration 104Q: 3 clusters Score -3878254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3878257.000000 Penalty: 5111.070312
	Iteration 105Q: 3 clusters Score -3878257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3878256.250000 Penalty: 5111.070312
	Iteration 106Q: 3 clusters Score -3878256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3878261.250000 Penalty: 5111.070312
	Iteration 107Q: 3 clusters Score -3878261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3878262.500000 Penalty: 5111.070312
	Iteration 108Q: 3 clusters Score -3878262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3878262.000000 Penalty: 5111.070312
	Iteration 109Q: 3 clusters Score -3878262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3878266.250000 Penalty: 5111.070312
	Iteration 110Q: 3 clusters Score -3878266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3878262.500000 Penalty: 5111.070312
	Iteration 111Q: 3 clusters Score -3878262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3878266.500000 Penalty: 5111.070312
	Iteration 112Q: 3 clusters Score -3878266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3878267.250000 Penalty: 5111.070312
	Iteration 113Q: 3 clusters Score -3878267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3878267.250000 Penalty: 5111.070312
	Iteration 114F: 3 clusters Score -3878267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Entering Unmasked Estep 
Score: -6737930.000000 Penalty: 2695.211182
	Iteration 0F: 2 clusters Score -6737930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6702673.500000 Penalty: 5390.422363
	Iteration 0F: 3 clusters Score -6702674 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6716222.000000 Penalty: 5390.422363
	Iteration 1F: 3 clusters Score -6716222 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6717203.500000 Penalty: 5390.422363
	Iteration 2Q: 3 clusters Score -6717204 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6718316.500000 Penalty: 5390.422363
	Iteration 3Q: 3 clusters Score -6718316 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6719734.000000 Penalty: 5390.422363
	Iteration 4Q: 3 clusters Score -6719734 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6721304.000000 Penalty: 5390.422363
	Iteration 5F: 3 clusters Score -6721304 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6722857.000000 Penalty: 5390.422363
	Iteration 6F: 3 clusters Score -6722857 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6724445.500000 Penalty: 5390.422363
	Iteration 7F: 3 clusters Score -6724446 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6726273.500000 Penalty: 5390.422363
	Iteration 8F: 3 clusters Score -6726274 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6728407.000000 Penalty: 5390.422363
	Iteration 9F: 3 clusters Score -6728407 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -6731127.500000 Penalty: 5390.422363
	Iteration 10F: 3 clusters Score -6731128 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6734450.500000 Penalty: 5390.422363
	Iteration 11F: 3 clusters Score -6734450 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6737146.500000 Penalty: 5390.422363
	Iteration 12F: 3 clusters Score -6737146 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6738279.000000 Penalty: 5390.422363
	Iteration 13Q: 3 clusters Score -6738279 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -6738555.500000 Penalty: 5390.422363
	Iteration 14Q: 3 clusters Score -6738556 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6738625.000000 Penalty: 5390.422363
	Iteration 15Q: 3 clusters Score -6738625 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6738638.500000 Penalty: 5390.422363
	Iteration 16Q: 3 clusters Score -6738638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6738650.000000 Penalty: 5390.422363
	Iteration 17Q: 3 clusters Score -6738650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -6738652.000000 Penalty: 5390.422363
	Iteration 18Q: 3 clusters Score -6738652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -6738647.500000 Penalty: 5390.422363
	Iteration 19Q: 3 clusters Score -6738648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6738651.500000 Penalty: 5390.422363
	Iteration 20F: 3 clusters Score -6738652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -6738650.000000 Penalty: 5390.422363
	Iteration 21Q: 3 clusters Score -6738650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6738653.500000 Penalty: 5390.422363
	Iteration 22Q: 3 clusters Score -6738654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -6738663.000000 Penalty: 5390.422363
	Iteration 23Q: 3 clusters Score -6738663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -6738668.000000 Penalty: 5390.422363
	Iteration 24Q: 3 clusters Score -6738668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -6738670.500000 Penalty: 5390.422363
	Iteration 25Q: 3 clusters Score -6738670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6738654.000000 Penalty: 5390.422363
	Iteration 26Q: 3 clusters Score -6738654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6738646.000000 Penalty: 5390.422363
	Iteration 27Q: 3 clusters Score -6738646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6738646.000000 Penalty: 5390.422363
	Iteration 28Q: 3 clusters Score -6738646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -6738647.500000 Penalty: 5390.422363
	Iteration 29Q: 3 clusters Score -6738648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6738647.000000 Penalty: 5390.422363
	Iteration 30Q: 3 clusters Score -6738647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6738651.000000 Penalty: 5390.422363
	Iteration 31Q: 3 clusters Score -6738651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6738651.000000 Penalty: 5390.422363
	Iteration 32F: 3 clusters Score -6738651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 199521 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 24048 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
Score: -116023584.000000 Penalty: 74949.453125
Splitting cluster 21 changes total score from -116017208.000000 to -116023584.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 22 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1631770.750000 Penalty: 2340.908691
	Iteration 0F: 2 clusters Score -1631771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1622473.000000 Penalty: 4681.817383
	Iteration 0F: 3 clusters Score -1622473 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1625327.250000 Penalty: 4681.817383
	Iteration 1F: 3 clusters Score -1625327 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1625766.375000 Penalty: 4681.817383
	Iteration 2F: 3 clusters Score -1625766 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1626233.875000 Penalty: 4681.817383
	Iteration 3F: 3 clusters Score -1626234 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1626737.750000 Penalty: 4681.817383
	Iteration 4F: 3 clusters Score -1626738 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1627296.625000 Penalty: 4681.817383
	Iteration 5F: 3 clusters Score -1627297 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1627882.625000 Penalty: 4681.817383
	Iteration 6F: 3 clusters Score -1627883 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1628463.500000 Penalty: 4681.817383
	Iteration 7F: 3 clusters Score -1628464 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1628927.375000 Penalty: 4681.817383
	Iteration 8Q: 3 clusters Score -1628927 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1629278.750000 Penalty: 4681.817383
	Iteration 9Q: 3 clusters Score -1629279 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1629532.250000 Penalty: 4681.817383
	Iteration 10Q: 3 clusters Score -1629532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1629704.125000 Penalty: 4681.817383
	Iteration 11Q: 3 clusters Score -1629704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1629801.625000 Penalty: 4681.817383
	Iteration 12Q: 3 clusters Score -1629802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1629873.000000 Penalty: 4681.817383
	Iteration 13Q: 3 clusters Score -1629873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1629940.125000 Penalty: 4681.817383
	Iteration 14Q: 3 clusters Score -1629940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1629983.500000 Penalty: 4681.817383
	Iteration 15Q: 3 clusters Score -1629984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1630010.500000 Penalty: 4681.817383
	Iteration 16Q: 3 clusters Score -1630010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1630036.750000 Penalty: 4681.817383
	Iteration 17Q: 3 clusters Score -1630037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1630047.500000 Penalty: 4681.817383
	Iteration 18Q: 3 clusters Score -1630048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1630059.625000 Penalty: 4681.817383
	Iteration 19Q: 3 clusters Score -1630060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1630064.500000 Penalty: 4681.817383
	Iteration 20F: 3 clusters Score -1630064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1630070.750000 Penalty: 4681.817383
	Iteration 21Q: 3 clusters Score -1630071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1630077.750000 Penalty: 4681.817383
	Iteration 22Q: 3 clusters Score -1630078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1630075.250000 Penalty: 4681.817383
	Iteration 23Q: 3 clusters Score -1630075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1630081.625000 Penalty: 4681.817383
	Iteration 24Q: 3 clusters Score -1630082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1630082.375000 Penalty: 4681.817383
	Iteration 25Q: 3 clusters Score -1630082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1630084.750000 Penalty: 4681.817383
	Iteration 26Q: 3 clusters Score -1630085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1630085.500000 Penalty: 4681.817383
	Iteration 27Q: 3 clusters Score -1630086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1630083.250000 Penalty: 4681.817383
	Iteration 28Q: 3 clusters Score -1630083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1630086.250000 Penalty: 4681.817383
	Iteration 29Q: 3 clusters Score -1630086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1630090.250000 Penalty: 4681.817383
	Iteration 30Q: 3 clusters Score -1630090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1630089.625000 Penalty: 4681.817383
	Iteration 31Q: 3 clusters Score -1630090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1630091.250000 Penalty: 4681.817383
	Iteration 32Q: 3 clusters Score -1630091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1630093.625000 Penalty: 4681.817383
	Iteration 33Q: 3 clusters Score -1630094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1630096.625000 Penalty: 4681.817383
	Iteration 34Q: 3 clusters Score -1630097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1630096.125000 Penalty: 4681.817383
	Iteration 35Q: 3 clusters Score -1630096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1630097.125000 Penalty: 4681.817383
	Iteration 36Q: 3 clusters Score -1630097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1630096.625000 Penalty: 4681.817383
	Iteration 37Q: 3 clusters Score -1630097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1630095.375000 Penalty: 4681.817383
	Iteration 38Q: 3 clusters Score -1630095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1630094.500000 Penalty: 4681.817383
	Iteration 39Q: 3 clusters Score -1630094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1630094.500000 Penalty: 4681.817383
	Iteration 40F: 3 clusters Score -1630094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 199521 members 
Mstep: Class 10 contains 49944 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 18 contains 187629 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 29869 members 
Mstep: Class 21 contains 24048 members 
Mstep: Class 22 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116028552.000000 Penalty: 74949.453125
Iteration 39Q: 23 clusters Score -1.160286e+08 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 123097 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 198502 members 
Mstep: Class 10 contains 50688 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 16030 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 27164 members 
Mstep: Class 18 contains 186939 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 30189 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116036080.000000 Penalty: 74949.453125
Iteration 40F: 23 clusters Score -1.160361e+08 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 179275 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 126108 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 196250 members 
Mstep: Class 10 contains 51881 members 
Mstep: Class 11 contains 7518 members 
Mstep: Class 12 contains 6170 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 48023 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 27561 members 
Mstep: Class 18 contains 185494 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 30277 members 
Mstep: Class 21 contains 22612 members 
Mstep: Class 22 contains 12198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116039640.000000 Penalty: 74949.453125
Iteration 41Q: 23 clusters Score -1.160396e+08 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 178419 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 129167 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 193939 members 
Mstep: Class 10 contains 53360 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 47918 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 27903 members 
Mstep: Class 18 contains 183748 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 30515 members 
Mstep: Class 21 contains 22174 members 
Mstep: Class 22 contains 12000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116042656.000000 Penalty: 74949.453125
Iteration 42Q: 23 clusters Score -1.160427e+08 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 132168 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 191751 members 
Mstep: Class 10 contains 54995 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 47861 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 28172 members 
Mstep: Class 18 contains 181880 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 30761 members 
Mstep: Class 21 contains 21850 members 
Mstep: Class 22 contains 11840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3348.504883 but Gain 3406.789062
Score: -116044184.000000 Penalty: 71542.664062
Iteration 43Q: 22 clusters Score -1.160442e+08 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 135205 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 191172 members 
Mstep: Class 10 contains 57485 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 15184 members 
Mstep: Class 14 contains 558 members 
Mstep: Class 15 contains 47820 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 180076 members 
Mstep: Class 20 contains 30987 members 
Mstep: Class 21 contains 21587 members 
Mstep: Class 22 contains 11714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049128.000000 Penalty: 71542.664062
Iteration 44Q: 22 clusters Score -1.160491e+08 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 138134 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 188706 members 
Mstep: Class 10 contains 59587 members 
Mstep: Class 11 contains 9545 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 47805 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 28540 members 
Mstep: Class 18 contains 178257 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 21343 members 
Mstep: Class 22 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051928.000000 Penalty: 71542.664062
Iteration 45Q: 22 clusters Score -1.160519e+08 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 140986 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 186106 members 
Mstep: Class 10 contains 61895 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 14851 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 47832 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 28677 members 
Mstep: Class 18 contains 176616 members 
Mstep: Class 20 contains 31359 members 
Mstep: Class 21 contains 21123 members 
Mstep: Class 22 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053432.000000 Penalty: 71542.664062
Iteration 46Q: 22 clusters Score -1.160534e+08 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 143675 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 183487 members 
Mstep: Class 10 contains 64299 members 
Mstep: Class 11 contains 10141 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 15 contains 47862 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 28833 members 
Mstep: Class 18 contains 175068 members 
Mstep: Class 20 contains 31552 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 11463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055440.000000 Penalty: 71542.664062
Iteration 47Q: 22 clusters Score -1.160554e+08 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 146309 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 180750 members 
Mstep: Class 10 contains 66936 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 6719 members 
Mstep: Class 13 contains 14629 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 15 contains 47907 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 28924 members 
Mstep: Class 18 contains 173492 members 
Mstep: Class 20 contains 31753 members 
Mstep: Class 21 contains 20730 members 
Mstep: Class 22 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057624.000000 Penalty: 71542.664062
Iteration 48Q: 22 clusters Score -1.160576e+08 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 148828 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 177931 members 
Mstep: Class 10 contains 69717 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 6709 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29018 members 
Mstep: Class 18 contains 171910 members 
Mstep: Class 20 contains 31937 members 
Mstep: Class 21 contains 20587 members 
Mstep: Class 22 contains 11317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116059360.000000 Penalty: 71542.664062
Iteration 49Q: 22 clusters Score -1.160594e+08 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 170724 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 151242 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 175100 members 
Mstep: Class 10 contains 72482 members 
Mstep: Class 11 contains 10636 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 48070 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29075 members 
Mstep: Class 18 contains 170425 members 
Mstep: Class 20 contains 32121 members 
Mstep: Class 21 contains 20475 members 
Mstep: Class 22 contains 11271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116060528.000000 Penalty: 71542.664062
Iteration 50Q: 22 clusters Score -1.160605e+08 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 169765 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 153555 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 172058 members 
Mstep: Class 10 contains 75587 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 48180 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29113 members 
Mstep: Class 18 contains 169024 members 
Mstep: Class 20 contains 32258 members 
Mstep: Class 21 contains 20367 members 
Mstep: Class 22 contains 11208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062112.000000 Penalty: 71542.664062
Iteration 51Q: 22 clusters Score -1.160621e+08 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 3367 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 155783 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 168932 members 
Mstep: Class 10 contains 78828 members 
Mstep: Class 11 contains 10751 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 48298 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29158 members 
Mstep: Class 18 contains 167600 members 
Mstep: Class 20 contains 32416 members 
Mstep: Class 21 contains 20260 members 
Mstep: Class 22 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063920.000000 Penalty: 71542.664062
Iteration 52Q: 22 clusters Score -1.160639e+08 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 157777 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 165721 members 
Mstep: Class 10 contains 82248 members 
Mstep: Class 11 contains 10799 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 48427 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29206 members 
Mstep: Class 18 contains 166310 members 
Mstep: Class 20 contains 32592 members 
Mstep: Class 21 contains 20164 members 
Mstep: Class 22 contains 11053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064800.000000 Penalty: 71542.664062
Iteration 53Q: 22 clusters Score -1.160648e+08 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 3277 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 159687 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 162454 members 
Mstep: Class 10 contains 85757 members 
Mstep: Class 11 contains 10844 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 48517 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29280 members 
Mstep: Class 18 contains 165127 members 
Mstep: Class 20 contains 32753 members 
Mstep: Class 21 contains 20087 members 
Mstep: Class 22 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3386.347656 but Gain 3406.796875
Score: -116066040.000000 Penalty: 68135.867188
Iteration 54Q: 21 clusters Score -1.16066e+08 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 161526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 159388 members 
Mstep: Class 10 contains 89111 members 
Mstep: Class 11 contains 10870 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 48594 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 29359 members 
Mstep: Class 18 contains 164647 members 
Mstep: Class 20 contains 32940 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 22 contains 10955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069944.000000 Penalty: 68135.867188
Iteration 55Q: 21 clusters Score -1.160699e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 163394 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 156391 members 
Mstep: Class 10 contains 92332 members 
Mstep: Class 11 contains 10864 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 15097 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 48687 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29352 members 
Mstep: Class 18 contains 163690 members 
Mstep: Class 20 contains 33028 members 
Mstep: Class 21 contains 19973 members 
Mstep: Class 22 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071176.000000 Penalty: 68135.867188
Iteration 56Q: 21 clusters Score -1.160712e+08 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 164239 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 165238 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 153401 members 
Mstep: Class 10 contains 95557 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 48755 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29314 members 
Mstep: Class 18 contains 162830 members 
Mstep: Class 20 contains 33136 members 
Mstep: Class 21 contains 19918 members 
Mstep: Class 22 contains 10806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072544.000000 Penalty: 68135.867188
Iteration 57Q: 21 clusters Score -1.160725e+08 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 167024 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 150450 members 
Mstep: Class 10 contains 98737 members 
Mstep: Class 11 contains 10840 members 
Mstep: Class 12 contains 6293 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 48823 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29292 members 
Mstep: Class 18 contains 162119 members 
Mstep: Class 20 contains 33232 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 10733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072952.000000 Penalty: 68135.867188
Iteration 58Q: 21 clusters Score -1.16073e+08 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 3157 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 168635 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 147592 members 
Mstep: Class 10 contains 101838 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 48883 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29268 members 
Mstep: Class 18 contains 161555 members 
Mstep: Class 20 contains 33329 members 
Mstep: Class 21 contains 19799 members 
Mstep: Class 22 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072920.000000 Penalty: 68135.867188
Iteration 59Q: 21 clusters Score -1.160729e+08 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 170145 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 144813 members 
Mstep: Class 10 contains 104893 members 
Mstep: Class 11 contains 10837 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 15469 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 48924 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29252 members 
Mstep: Class 18 contains 161124 members 
Mstep: Class 20 contains 33428 members 
Mstep: Class 21 contains 19740 members 
Mstep: Class 22 contains 10573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073776.000000 Penalty: 68135.867188
Iteration 60F: 21 clusters Score -1.160738e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 171579 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 141224 members 
Mstep: Class 10 contains 108802 members 
Mstep: Class 11 contains 10839 members 
Mstep: Class 12 contains 6163 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 48940 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29234 members 
Mstep: Class 18 contains 160802 members 
Mstep: Class 20 contains 33542 members 
Mstep: Class 21 contains 19690 members 
Mstep: Class 22 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074344.000000 Penalty: 68135.867188
Iteration 61Q: 21 clusters Score -1.160743e+08 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 172983 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 137516 members 
Mstep: Class 10 contains 112850 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 6110 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29177 members 
Mstep: Class 18 contains 160550 members 
Mstep: Class 20 contains 33683 members 
Mstep: Class 21 contains 19641 members 
Mstep: Class 22 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075096.000000 Penalty: 68135.867188
Iteration 62Q: 21 clusters Score -1.160751e+08 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 174268 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 133749 members 
Mstep: Class 10 contains 116941 members 
Mstep: Class 11 contains 10863 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 15636 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 48980 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 29127 members 
Mstep: Class 18 contains 160397 members 
Mstep: Class 20 contains 33852 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075632.000000 Penalty: 68135.867188
Iteration 63Q: 21 clusters Score -1.160756e+08 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 175548 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 129801 members 
Mstep: Class 10 contains 121198 members 
Mstep: Class 11 contains 10882 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 15656 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 29105 members 
Mstep: Class 18 contains 160223 members 
Mstep: Class 20 contains 34040 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076352.000000 Penalty: 68135.867188
Iteration 64Q: 21 clusters Score -1.160764e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 176755 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 125732 members 
Mstep: Class 10 contains 125560 members 
Mstep: Class 11 contains 10884 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49028 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 29065 members 
Mstep: Class 18 contains 160121 members 
Mstep: Class 20 contains 34236 members 
Mstep: Class 21 contains 19556 members 
Mstep: Class 22 contains 10354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076552.000000 Penalty: 68135.867188
Iteration 65Q: 21 clusters Score -1.160766e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 177895 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 121257 members 
Mstep: Class 10 contains 130279 members 
Mstep: Class 11 contains 10887 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49068 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 29027 members 
Mstep: Class 18 contains 160066 members 
Mstep: Class 20 contains 34459 members 
Mstep: Class 21 contains 19556 members 
Mstep: Class 22 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077576.000000 Penalty: 68135.867188
Iteration 66Q: 21 clusters Score -1.160776e+08 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 178944 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 116294 members 
Mstep: Class 10 contains 135474 members 
Mstep: Class 11 contains 10886 members 
Mstep: Class 12 contains 5930 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49095 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 160134 members 
Mstep: Class 20 contains 34668 members 
Mstep: Class 21 contains 19557 members 
Mstep: Class 22 contains 10314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078256.000000 Penalty: 68135.867188
Iteration 67Q: 21 clusters Score -1.160783e+08 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 180022 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 110529 members 
Mstep: Class 10 contains 141479 members 
Mstep: Class 11 contains 10896 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49095 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 28979 members 
Mstep: Class 18 contains 160229 members 
Mstep: Class 20 contains 34874 members 
Mstep: Class 21 contains 19571 members 
Mstep: Class 22 contains 10304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079000.000000 Penalty: 68135.867188
Iteration 68Q: 21 clusters Score -1.16079e+08 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 181108 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 103924 members 
Mstep: Class 10 contains 148237 members 
Mstep: Class 11 contains 10899 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49112 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 28977 members 
Mstep: Class 18 contains 160355 members 
Mstep: Class 20 contains 35079 members 
Mstep: Class 21 contains 19585 members 
Mstep: Class 22 contains 10302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080184.000000 Penalty: 68135.867188
Iteration 69Q: 21 clusters Score -1.160802e+08 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 182114 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 96653 members 
Mstep: Class 10 contains 155666 members 
Mstep: Class 11 contains 10880 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49141 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 28998 members 
Mstep: Class 18 contains 160491 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 19592 members 
Mstep: Class 22 contains 10299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081216.000000 Penalty: 68135.867188
Iteration 70Q: 21 clusters Score -1.160812e+08 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143870 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 183111 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 88430 members 
Mstep: Class 10 contains 163972 members 
Mstep: Class 11 contains 10867 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 15538 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49180 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 28994 members 
Mstep: Class 18 contains 160600 members 
Mstep: Class 20 contains 35493 members 
Mstep: Class 21 contains 19591 members 
Mstep: Class 22 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081464.000000 Penalty: 68135.867188
Iteration 71Q: 21 clusters Score -1.160815e+08 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 184126 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 79512 members 
Mstep: Class 10 contains 172702 members 
Mstep: Class 11 contains 10883 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49204 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 28966 members 
Mstep: Class 18 contains 160835 members 
Mstep: Class 20 contains 35701 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081968.000000 Penalty: 68135.867188
Iteration 72Q: 21 clusters Score -1.16082e+08 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141202 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 185125 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 70749 members 
Mstep: Class 10 contains 181019 members 
Mstep: Class 11 contains 10912 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49234 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 28993 members 
Mstep: Class 18 contains 161158 members 
Mstep: Class 20 contains 35921 members 
Mstep: Class 21 contains 19625 members 
Mstep: Class 22 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079592.000000 Penalty: 68135.867188
Iteration 73Q: 21 clusters Score -1.160796e+08 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 186057 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 249 members 
Mstep: Class 9 contains 63677 members 
Mstep: Class 10 contains 187306 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49286 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 29092 members 
Mstep: Class 18 contains 161698 members 
Mstep: Class 20 contains 36141 members 
Mstep: Class 21 contains 19646 members 
Mstep: Class 22 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075680.000000 Penalty: 68135.867188
Iteration 74Q: 21 clusters Score -1.160757e+08 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138936 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 5 contains 186939 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 58632 members 
Mstep: Class 10 contains 191465 members 
Mstep: Class 11 contains 11006 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 15491 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 49332 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 29197 members 
Mstep: Class 18 contains 162263 members 
Mstep: Class 20 contains 36330 members 
Mstep: Class 21 contains 19680 members 
Mstep: Class 22 contains 10257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073328.000000 Penalty: 68135.867188
Iteration 75Q: 21 clusters Score -1.160733e+08 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 187760 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 55182 members 
Mstep: Class 10 contains 194136 members 
Mstep: Class 11 contains 11062 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 15464 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 49369 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 29328 members 
Mstep: Class 18 contains 162753 members 
Mstep: Class 20 contains 36520 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071424.000000 Penalty: 68135.867188
Iteration 76Q: 21 clusters Score -1.160714e+08 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137100 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 188483 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 52857 members 
Mstep: Class 10 contains 195854 members 
Mstep: Class 11 contains 11109 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 15430 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 49415 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 29442 members 
Mstep: Class 18 contains 163192 members 
Mstep: Class 20 contains 36671 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 10235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069904.000000 Penalty: 68135.867188
Iteration 77Q: 21 clusters Score -1.160699e+08 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 189122 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 51201 members 
Mstep: Class 10 contains 197072 members 
Mstep: Class 11 contains 11119 members 
Mstep: Class 12 contains 6182 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29514 members 
Mstep: Class 18 contains 163550 members 
Mstep: Class 20 contains 36833 members 
Mstep: Class 21 contains 19774 members 
Mstep: Class 22 contains 10237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068664.000000 Penalty: 68135.867188
Iteration 78Q: 21 clusters Score -1.160687e+08 nChanged 4284
Entering ConstructFrom: 
Score: -116068664.000000 Penalty: 68135.867188
Entering ConstructFrom: 
Trying to split cluster 1 (135478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Entering Unmasked Estep 
Score: -17322442.000000 Penalty: 2930.508057
	Iteration 0F: 2 clusters Score -1.732244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -17231948.000000 Penalty: 5861.016113
	Iteration 0F: 3 clusters Score -1.723195e+07 nChanged 64593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -17270286.000000 Penalty: 5861.016113
	Iteration 1F: 3 clusters Score -1.727029e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -17272078.000000 Penalty: 5861.016113
	Iteration 2Q: 3 clusters Score -1.727208e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -17274786.000000 Penalty: 5861.016113
	Iteration 3Q: 3 clusters Score -1.727479e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -17278262.000000 Penalty: 5861.016113
	Iteration 4Q: 3 clusters Score -1.727826e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -17283390.000000 Penalty: 5861.016113
	Iteration 5F: 3 clusters Score -1.728339e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -17289700.000000 Penalty: 5861.016113
	Iteration 6F: 3 clusters Score -1.72897e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -17296176.000000 Penalty: 5861.016113
	Iteration 7F: 3 clusters Score -1.729618e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -17301380.000000 Penalty: 5861.016113
	Iteration 8F: 3 clusters Score -1.730138e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -17303642.000000 Penalty: 5861.016113
	Iteration 9Q: 3 clusters Score -1.730364e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -17304720.000000 Penalty: 5861.016113
	Iteration 10Q: 3 clusters Score -1.730472e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -17305308.000000 Penalty: 5861.016113
	Iteration 11Q: 3 clusters Score -1.730531e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -17305788.000000 Penalty: 5861.016113
	Iteration 12Q: 3 clusters Score -1.730579e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -17306338.000000 Penalty: 5861.016113
	Iteration 13Q: 3 clusters Score -1.730634e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -17306838.000000 Penalty: 5861.016113
	Iteration 14Q: 3 clusters Score -1.730684e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -17307494.000000 Penalty: 5861.016113
	Iteration 15Q: 3 clusters Score -1.730749e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -17308070.000000 Penalty: 5861.016113
	Iteration 16Q: 3 clusters Score -1.730807e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -17308600.000000 Penalty: 5861.016113
	Iteration 17Q: 3 clusters Score -1.73086e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -17308924.000000 Penalty: 5861.016113
	Iteration 18Q: 3 clusters Score -1.730892e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -17309244.000000 Penalty: 5861.016113
	Iteration 19Q: 3 clusters Score -1.730924e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -17309458.000000 Penalty: 5861.016113
	Iteration 20F: 3 clusters Score -1.730946e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -17309620.000000 Penalty: 5861.016113
	Iteration 21Q: 3 clusters Score -1.730962e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -17309756.000000 Penalty: 5861.016113
	Iteration 22Q: 3 clusters Score -1.730976e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -17309786.000000 Penalty: 5861.016113
	Iteration 23Q: 3 clusters Score -1.730979e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -17309772.000000 Penalty: 5861.016113
	Iteration 24Q: 3 clusters Score -1.730977e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -17309818.000000 Penalty: 5861.016113
	Iteration 25Q: 3 clusters Score -1.730982e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -17309842.000000 Penalty: 5861.016113
	Iteration 26Q: 3 clusters Score -1.730984e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -17309914.000000 Penalty: 5861.016113
	Iteration 27Q: 3 clusters Score -1.730991e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -17309958.000000 Penalty: 5861.016113
	Iteration 28Q: 3 clusters Score -1.730996e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -17310012.000000 Penalty: 5861.016113
	Iteration 29Q: 3 clusters Score -1.731001e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -17310030.000000 Penalty: 5861.016113
	Iteration 30Q: 3 clusters Score -1.731003e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -17310062.000000 Penalty: 5861.016113
	Iteration 31Q: 3 clusters Score -1.731006e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -17310160.000000 Penalty: 5861.016113
	Iteration 32Q: 3 clusters Score -1.731016e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -17310146.000000 Penalty: 5861.016113
	Iteration 33Q: 3 clusters Score -1.731015e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -17310272.000000 Penalty: 5861.016113
	Iteration 34Q: 3 clusters Score -1.731027e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -17310266.000000 Penalty: 5861.016113
	Iteration 35Q: 3 clusters Score -1.731027e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -17310268.000000 Penalty: 5861.016113
	Iteration 36Q: 3 clusters Score -1.731027e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -17310294.000000 Penalty: 5861.016113
	Iteration 37Q: 3 clusters Score -1.731029e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -17310360.000000 Penalty: 5861.016113
	Iteration 38Q: 3 clusters Score -1.731036e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -17310414.000000 Penalty: 5861.016113
	Iteration 39Q: 3 clusters Score -1.731041e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -17310408.000000 Penalty: 5861.016113
	Iteration 40F: 3 clusters Score -1.731041e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -17310428.000000 Penalty: 5861.016113
	Iteration 41Q: 3 clusters Score -1.731043e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -17310470.000000 Penalty: 5861.016113
	Iteration 42Q: 3 clusters Score -1.731047e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -17310510.000000 Penalty: 5861.016113
	Iteration 43Q: 3 clusters Score -1.731051e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -17310566.000000 Penalty: 5861.016113
	Iteration 44Q: 3 clusters Score -1.731057e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -17310630.000000 Penalty: 5861.016113
	Iteration 45Q: 3 clusters Score -1.731063e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -17310662.000000 Penalty: 5861.016113
	Iteration 46Q: 3 clusters Score -1.731066e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -17310678.000000 Penalty: 5861.016113
	Iteration 47Q: 3 clusters Score -1.731068e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -17310770.000000 Penalty: 5861.016113
	Iteration 48Q: 3 clusters Score -1.731077e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -17310866.000000 Penalty: 5861.016113
	Iteration 49Q: 3 clusters Score -1.731087e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -17310922.000000 Penalty: 5861.016113
	Iteration 50Q: 3 clusters Score -1.731092e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -17311010.000000 Penalty: 5861.016113
	Iteration 51Q: 3 clusters Score -1.731101e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -17311080.000000 Penalty: 5861.016113
	Iteration 52Q: 3 clusters Score -1.731108e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -17311074.000000 Penalty: 5861.016113
	Iteration 53Q: 3 clusters Score -1.731107e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -17311126.000000 Penalty: 5861.016113
	Iteration 54Q: 3 clusters Score -1.731113e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -17311240.000000 Penalty: 5861.016113
	Iteration 55Q: 3 clusters Score -1.731124e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -17311304.000000 Penalty: 5861.016113
	Iteration 56Q: 3 clusters Score -1.73113e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -17311380.000000 Penalty: 5861.016113
	Iteration 57Q: 3 clusters Score -1.731138e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -17311448.000000 Penalty: 5861.016113
	Iteration 58Q: 3 clusters Score -1.731145e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -17311460.000000 Penalty: 5861.016113
	Iteration 59Q: 3 clusters Score -1.731146e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -17311470.000000 Penalty: 5861.016113
	Iteration 60F: 3 clusters Score -1.731147e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -17311584.000000 Penalty: 5861.016113
	Iteration 61Q: 3 clusters Score -1.731158e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -17311662.000000 Penalty: 5861.016113
	Iteration 62Q: 3 clusters Score -1.731166e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -17311774.000000 Penalty: 5861.016113
	Iteration 63Q: 3 clusters Score -1.731177e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -17311852.000000 Penalty: 5861.016113
	Iteration 64Q: 3 clusters Score -1.731185e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -17312028.000000 Penalty: 5861.016113
	Iteration 65Q: 3 clusters Score -1.731203e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -17312086.000000 Penalty: 5861.016113
	Iteration 66Q: 3 clusters Score -1.731209e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -17312188.000000 Penalty: 5861.016113
	Iteration 67Q: 3 clusters Score -1.731219e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -17312344.000000 Penalty: 5861.016113
	Iteration 68Q: 3 clusters Score -1.731234e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -17312456.000000 Penalty: 5861.016113
	Iteration 69Q: 3 clusters Score -1.731246e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -17312612.000000 Penalty: 5861.016113
	Iteration 70Q: 3 clusters Score -1.731261e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -17312854.000000 Penalty: 5861.016113
	Iteration 71Q: 3 clusters Score -1.731285e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -17313094.000000 Penalty: 5861.016113
	Iteration 72Q: 3 clusters Score -1.731309e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -17313238.000000 Penalty: 5861.016113
	Iteration 73Q: 3 clusters Score -1.731324e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -17313486.000000 Penalty: 5861.016113
	Iteration 74Q: 3 clusters Score -1.731349e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -17313760.000000 Penalty: 5861.016113
	Iteration 75Q: 3 clusters Score -1.731376e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -17314070.000000 Penalty: 5861.016113
	Iteration 76Q: 3 clusters Score -1.731407e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -17314358.000000 Penalty: 5861.016113
	Iteration 77Q: 3 clusters Score -1.731436e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -17314668.000000 Penalty: 5861.016113
	Iteration 78Q: 3 clusters Score -1.731467e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -17315006.000000 Penalty: 5861.016113
	Iteration 79Q: 3 clusters Score -1.731501e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -17315210.000000 Penalty: 5861.016113
	Iteration 80F: 3 clusters Score -1.731521e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -17315402.000000 Penalty: 5861.016113
	Iteration 81Q: 3 clusters Score -1.73154e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -17315744.000000 Penalty: 5861.016113
	Iteration 82Q: 3 clusters Score -1.731574e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -17316086.000000 Penalty: 5861.016113
	Iteration 83Q: 3 clusters Score -1.731609e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -17316372.000000 Penalty: 5861.016113
	Iteration 84Q: 3 clusters Score -1.731637e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -17316750.000000 Penalty: 5861.016113
	Iteration 85Q: 3 clusters Score -1.731675e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -17317038.000000 Penalty: 5861.016113
	Iteration 86Q: 3 clusters Score -1.731704e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -17317372.000000 Penalty: 5861.016113
	Iteration 87Q: 3 clusters Score -1.731737e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -17317700.000000 Penalty: 5861.016113
	Iteration 88Q: 3 clusters Score -1.73177e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -17318010.000000 Penalty: 5861.016113
	Iteration 89Q: 3 clusters Score -1.731801e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -17318196.000000 Penalty: 5861.016113
	Iteration 90Q: 3 clusters Score -1.73182e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124791 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -17318444.000000 Penalty: 5861.016113
	Iteration 91Q: 3 clusters Score -1.731844e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -17318630.000000 Penalty: 5861.016113
	Iteration 92Q: 3 clusters Score -1.731863e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126429 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -17318884.000000 Penalty: 5861.016113
	Iteration 93Q: 3 clusters Score -1.731888e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -17319070.000000 Penalty: 5861.016113
	Iteration 94Q: 3 clusters Score -1.731907e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -17319202.000000 Penalty: 5861.016113
	Iteration 95Q: 3 clusters Score -1.73192e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -17319346.000000 Penalty: 5861.016113
	Iteration 96Q: 3 clusters Score -1.731935e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -17319480.000000 Penalty: 5861.016113
	Iteration 97Q: 3 clusters Score -1.731948e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -17319594.000000 Penalty: 5861.016113
	Iteration 98Q: 3 clusters Score -1.731959e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130014 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -17319726.000000 Penalty: 5861.016113
	Iteration 99Q: 3 clusters Score -1.731973e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -17319824.000000 Penalty: 5861.016113
	Iteration 100F: 3 clusters Score -1.731982e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -17319848.000000 Penalty: 5861.016113
	Iteration 101Q: 3 clusters Score -1.731985e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -17319888.000000 Penalty: 5861.016113
	Iteration 102Q: 3 clusters Score -1.731989e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -17319948.000000 Penalty: 5861.016113
	Iteration 103Q: 3 clusters Score -1.731995e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131536 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -17319992.000000 Penalty: 5861.016113
	Iteration 104Q: 3 clusters Score -1.731999e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -17320062.000000 Penalty: 5861.016113
	Iteration 105Q: 3 clusters Score -1.732006e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -17320114.000000 Penalty: 5861.016113
	Iteration 106Q: 3 clusters Score -1.732011e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132140 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -17320136.000000 Penalty: 5861.016113
	Iteration 107Q: 3 clusters Score -1.732014e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132318 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -17320174.000000 Penalty: 5861.016113
	Iteration 108Q: 3 clusters Score -1.732017e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -17320160.000000 Penalty: 5861.016113
	Iteration 109Q: 3 clusters Score -1.732016e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132609 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -17320214.000000 Penalty: 5861.016113
	Iteration 110Q: 3 clusters Score -1.732021e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132735 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -17320248.000000 Penalty: 5861.016113
	Iteration 111Q: 3 clusters Score -1.732025e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132848 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -17320276.000000 Penalty: 5861.016113
	Iteration 112Q: 3 clusters Score -1.732028e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132953 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17320324.000000 Penalty: 5861.016113
	Iteration 113Q: 3 clusters Score -1.732032e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -17320318.000000 Penalty: 5861.016113
	Iteration 114Q: 3 clusters Score -1.732032e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133100 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -17320322.000000 Penalty: 5861.016113
	Iteration 115Q: 3 clusters Score -1.732032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133157 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -17320314.000000 Penalty: 5861.016113
	Iteration 116Q: 3 clusters Score -1.732031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -17320320.000000 Penalty: 5861.016113
	Iteration 117Q: 3 clusters Score -1.732032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -17320338.000000 Penalty: 5861.016113
	Iteration 118Q: 3 clusters Score -1.732034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133307 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17320358.000000 Penalty: 5861.016113
	Iteration 119Q: 3 clusters Score -1.732036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17320352.000000 Penalty: 5861.016113
	Iteration 120F: 3 clusters Score -1.732035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -17320372.000000 Penalty: 5861.016113
	Iteration 121Q: 3 clusters Score -1.732037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133438 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17320372.000000 Penalty: 5861.016113
	Iteration 122Q: 3 clusters Score -1.732037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17320400.000000 Penalty: 5861.016113
	Iteration 123Q: 3 clusters Score -1.73204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133508 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -17320400.000000 Penalty: 5861.016113
	Iteration 124Q: 3 clusters Score -1.73204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133537 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -17320402.000000 Penalty: 5861.016113
	Iteration 125Q: 3 clusters Score -1.73204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -17320392.000000 Penalty: 5861.016113
	Iteration 126Q: 3 clusters Score -1.732039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133592 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17320378.000000 Penalty: 5861.016113
	Iteration 127Q: 3 clusters Score -1.732038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -17320386.000000 Penalty: 5861.016113
	Iteration 128Q: 3 clusters Score -1.732039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17320396.000000 Penalty: 5861.016113
	Iteration 129Q: 3 clusters Score -1.73204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133675 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17320396.000000 Penalty: 5861.016113
	Iteration 130Q: 3 clusters Score -1.73204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17320418.000000 Penalty: 5861.016113
	Iteration 131Q: 3 clusters Score -1.732042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133724 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17320416.000000 Penalty: 5861.016113
	Iteration 132Q: 3 clusters Score -1.732042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17320414.000000 Penalty: 5861.016113
	Iteration 133Q: 3 clusters Score -1.732041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17320402.000000 Penalty: 5861.016113
	Iteration 134Q: 3 clusters Score -1.73204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133773 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -17320408.000000 Penalty: 5861.016113
	Iteration 135Q: 3 clusters Score -1.732041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -17320424.000000 Penalty: 5861.016113
	Iteration 136Q: 3 clusters Score -1.732042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17320424.000000 Penalty: 5861.016113
	Iteration 137Q: 3 clusters Score -1.732042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -17320432.000000 Penalty: 5861.016113
	Iteration 138Q: 3 clusters Score -1.732043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -17320438.000000 Penalty: 5861.016113
	Iteration 139Q: 3 clusters Score -1.732044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133827 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17320432.000000 Penalty: 5861.016113
	Iteration 140F: 3 clusters Score -1.732043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -17320442.000000 Penalty: 5861.016113
	Iteration 141Q: 3 clusters Score -1.732044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -17320448.000000 Penalty: 5861.016113
	Iteration 142Q: 3 clusters Score -1.732045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133836 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17320430.000000 Penalty: 5861.016113
	Iteration 143Q: 3 clusters Score -1.732043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -17320430.000000 Penalty: 5861.016113
	Iteration 144Q: 3 clusters Score -1.732043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133839 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17320430.000000 Penalty: 5861.016113
	Iteration 145Q: 3 clusters Score -1.732043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133840 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -17320440.000000 Penalty: 5861.016113
	Iteration 146Q: 3 clusters Score -1.732044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133842 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -17320438.000000 Penalty: 5861.016113
	Iteration 147Q: 3 clusters Score -1.732044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -17320448.000000 Penalty: 5861.016113
	Iteration 148Q: 3 clusters Score -1.732045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133849 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -17320444.000000 Penalty: 5861.016113
	Iteration 149Q: 3 clusters Score -1.732044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133850 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17320440.000000 Penalty: 5861.016113
	Iteration 150Q: 3 clusters Score -1.732044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17320448.000000 Penalty: 5861.016113
	Iteration 151Q: 3 clusters Score -1.732045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17320448.000000 Penalty: 5861.016113
	Iteration 152F: 3 clusters Score -1.732045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -382605.812500 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -382605.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -379311.125000 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -379311.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379942.687500 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -379942.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -380118.312500 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -380118.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -380249.718750 Penalty: 3974.618164
	Iteration 3F: 3 clusters Score -380249.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -380358.750000 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -380358.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -380454.687500 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -380454.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -380561.031250 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -380561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -380644.718750 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -380644.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -380712.281250 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -380712.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -380771.531250 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -380771.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -380806.593750 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -380806.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -380843.906250 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -380843.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -380873.531250 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -380873.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -380895.281250 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -380895.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -380919.062500 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -380919.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -380940.750000 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -380940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -380956.250000 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -380956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -380969.281250 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -380969.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -380981.343750 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -380981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -380986.812500 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -380986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -380992.125000 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -380992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -380994.750000 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -380994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -380996.218750 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -380996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -380997.843750 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -380997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -381000.062500 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -381000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -381002.656250 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -381002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -381004.656250 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -381004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -381008.031250 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -381008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -381012.125000 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -381012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -381014.437500 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -381014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -381017.937500 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -381017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -381019.625000 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -381019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -381020.312500 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -381020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -381021.125000 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -381021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -381021.281250 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -381021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -381021.218750 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -381021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -381022.406250 Penalty: 3974.618164
	Iteration 36Q: 3 clusters Score -381022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -381023.656250 Penalty: 3974.618164
	Iteration 37Q: 3 clusters Score -381023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -381025.656250 Penalty: 3974.618164
	Iteration 38Q: 3 clusters Score -381025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -381026.593750 Penalty: 3974.618164
	Iteration 39Q: 3 clusters Score -381026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381029.156250 Penalty: 3974.618164
	Iteration 40F: 3 clusters Score -381029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -381031.375000 Penalty: 3974.618164
	Iteration 41Q: 3 clusters Score -381031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -381034.593750 Penalty: 3974.618164
	Iteration 42Q: 3 clusters Score -381034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -381035.593750 Penalty: 3974.618164
	Iteration 43Q: 3 clusters Score -381035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -381036.656250 Penalty: 3974.618164
	Iteration 44Q: 3 clusters Score -381036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -381038.750000 Penalty: 3974.618164
	Iteration 45Q: 3 clusters Score -381038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -381041.125000 Penalty: 3974.618164
	Iteration 46Q: 3 clusters Score -381041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -381042.812500 Penalty: 3974.618164
	Iteration 47Q: 3 clusters Score -381042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -381045.968750 Penalty: 3974.618164
	Iteration 48Q: 3 clusters Score -381046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -381049.156250 Penalty: 3974.618164
	Iteration 49Q: 3 clusters Score -381049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -381052.156250 Penalty: 3974.618164
	Iteration 50Q: 3 clusters Score -381052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -381056.812500 Penalty: 3974.618164
	Iteration 51Q: 3 clusters Score -381056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -381058.218750 Penalty: 3974.618164
	Iteration 52Q: 3 clusters Score -381058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -381059.062500 Penalty: 3974.618164
	Iteration 53Q: 3 clusters Score -381059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -381060.343750 Penalty: 3974.618164
	Iteration 54Q: 3 clusters Score -381060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -381062.531250 Penalty: 3974.618164
	Iteration 55Q: 3 clusters Score -381062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -381065.468750 Penalty: 3974.618164
	Iteration 56Q: 3 clusters Score -381065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -381067.906250 Penalty: 3974.618164
	Iteration 57Q: 3 clusters Score -381067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -381069.187500 Penalty: 3974.618164
	Iteration 58Q: 3 clusters Score -381069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -381071.562500 Penalty: 3974.618164
	Iteration 59Q: 3 clusters Score -381071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381076.437500 Penalty: 3974.618164
	Iteration 60F: 3 clusters Score -381076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -381081.437500 Penalty: 3974.618164
	Iteration 61Q: 3 clusters Score -381081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -381090.093750 Penalty: 3974.618164
	Iteration 62Q: 3 clusters Score -381090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381093.406250 Penalty: 3974.618164
	Iteration 63Q: 3 clusters Score -381093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -381096.000000 Penalty: 3974.618164
	Iteration 64Q: 3 clusters Score -381096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -381096.062500 Penalty: 3974.618164
	Iteration 65Q: 3 clusters Score -381096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -381096.062500 Penalty: 3974.618164
	Iteration 66F: 3 clusters Score -381096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -128521.476562 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -128521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126628.414062 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -126628.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127100.648438 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -127100.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127317.414062 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -127317.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127486.679688 Penalty: 3458.412598
	Iteration 3F: 3 clusters Score -127486.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -127813.796875 Penalty: 3458.412598
	Iteration 4F: 3 clusters Score -127813.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128069.421875 Penalty: 3458.412598
	Iteration 5F: 3 clusters Score -128069.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128142.179688 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -128142.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128171.398438 Penalty: 3458.412598
	Iteration 7Q: 3 clusters Score -128171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128210.320312 Penalty: 3458.412598
	Iteration 8Q: 3 clusters Score -128210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -128232.968750 Penalty: 3458.412598
	Iteration 9Q: 3 clusters Score -128233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -128244.382812 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -128244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -128258.312500 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -128258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128269.179688 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -128269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128278.437500 Penalty: 3458.412598
	Iteration 13Q: 3 clusters Score -128278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128280.468750 Penalty: 3458.412598
	Iteration 14Q: 3 clusters Score -128280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128280.468750 Penalty: 3458.412598
	Iteration 15F: 3 clusters Score -128280.5 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: -289031.781250 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -289031.8 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 1212 members 
Entering Unmasked Estep 
Score: -286178.781250 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -286178.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286677.125000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -286677.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -286835.375000 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -286835.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -286926.281250 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -286926.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286978.062500 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -286978.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287008.375000 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -287008.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287031.968750 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -287032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -287048.218750 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -287048.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -287059.062500 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -287059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -287064.531250 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -287064.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287068.531250 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -287068.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287073.093750 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -287073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -287081.781250 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -287081.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287091.031250 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -287091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -287104.812500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -287104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -287120.593750 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -287120.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287150.937500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -287150.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -287189.937500 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -287189.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287232.812500 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -287232.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -287292.468750 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -287292.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -287360.718750 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -287360.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -287431.937500 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -287431.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -287485.281250 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -287485.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -287534.937500 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -287534.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -287594.781250 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -287594.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -287638.781250 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -287638.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -287673.406250 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -287673.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -287703.187500 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -287703.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -287736.812500 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -287736.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -287761.093750 Penalty: 3861.511230
	Iteration 29Q: 3 clusters Score -287761.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -287784.375000 Penalty: 3861.511230
	Iteration 30Q: 3 clusters Score -287784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -287800.062500 Penalty: 3861.511230
	Iteration 31Q: 3 clusters Score -287800.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -287809.593750 Penalty: 3861.511230
	Iteration 32Q: 3 clusters Score -287809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -287814.750000 Penalty: 3861.511230
	Iteration 33Q: 3 clusters Score -287814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -287820.218750 Penalty: 3861.511230
	Iteration 34Q: 3 clusters Score -287820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -287825.343750 Penalty: 3861.511230
	Iteration 35Q: 3 clusters Score -287825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -287827.656250 Penalty: 3861.511230
	Iteration 36Q: 3 clusters Score -287827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -287828.031250 Penalty: 3861.511230
	Iteration 37Q: 3 clusters Score -287828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -287828.343750 Penalty: 3861.511230
	Iteration 38Q: 3 clusters Score -287828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -287831.531250 Penalty: 3861.511230
	Iteration 39Q: 3 clusters Score -287831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -287834.343750 Penalty: 3861.511230
	Iteration 40F: 3 clusters Score -287834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -287837.656250 Penalty: 3861.511230
	Iteration 41Q: 3 clusters Score -287837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -287841.500000 Penalty: 3861.511230
	Iteration 42Q: 3 clusters Score -287841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -287844.937500 Penalty: 3861.511230
	Iteration 43Q: 3 clusters Score -287844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -287850.218750 Penalty: 3861.511230
	Iteration 44Q: 3 clusters Score -287850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -287853.625000 Penalty: 3861.511230
	Iteration 45Q: 3 clusters Score -287853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -287856.375000 Penalty: 3861.511230
	Iteration 46Q: 3 clusters Score -287856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287859.312500 Penalty: 3861.511230
	Iteration 47Q: 3 clusters Score -287859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287859.312500 Penalty: 3861.511230
	Iteration 48F: 3 clusters Score -287859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (189696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189696 members 
Entering Unmasked Estep 
Score: -24164852.000000 Penalty: 3013.988281
	Iteration 0F: 2 clusters Score -2.416485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -24039388.000000 Penalty: 6027.976562
	Iteration 0F: 3 clusters Score -2.403939e+07 nChanged 91291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -24092552.000000 Penalty: 6027.976562
	Iteration 1F: 3 clusters Score -2.409255e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -24093190.000000 Penalty: 6027.976562
	Iteration 2Q: 3 clusters Score -2.409319e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -24094052.000000 Penalty: 6027.976562
	Iteration 3Q: 3 clusters Score -2.409405e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -24095060.000000 Penalty: 6027.976562
	Iteration 4Q: 3 clusters Score -2.409506e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -24096482.000000 Penalty: 6027.976562
	Iteration 5Q: 3 clusters Score -2.409648e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -24099138.000000 Penalty: 6027.976562
	Iteration 6Q: 3 clusters Score -2.409914e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -24104430.000000 Penalty: 6027.976562
	Iteration 7F: 3 clusters Score -2.410443e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -24114122.000000 Penalty: 6027.976562
	Iteration 8F: 3 clusters Score -2.411412e+07 nChanged 16992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 154367 members 
Entering Unmasked Estep 
Score: -24129026.000000 Penalty: 6027.976562
	Iteration 9F: 3 clusters Score -2.412903e+07 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -24145222.000000 Penalty: 6027.976562
	Iteration 10F: 3 clusters Score -2.414522e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 181957 members 
Entering Unmasked Estep 
Score: -24155676.000000 Penalty: 6027.976562
	Iteration 11F: 3 clusters Score -2.415568e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -24159870.000000 Penalty: 6027.976562
	Iteration 12Q: 3 clusters Score -2.415987e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 188514 members 
Entering Unmasked Estep 
Score: -24161216.000000 Penalty: 6027.976562
	Iteration 13Q: 3 clusters Score -2.416122e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 189023 members 
Entering Unmasked Estep 
Score: -24161696.000000 Penalty: 6027.976562
	Iteration 14Q: 3 clusters Score -2.41617e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 189182 members 
Entering Unmasked Estep 
Score: -24161918.000000 Penalty: 6027.976562
	Iteration 15Q: 3 clusters Score -2.416192e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 189250 members 
Entering Unmasked Estep 
Score: -24162024.000000 Penalty: 6027.976562
	Iteration 16Q: 3 clusters Score -2.416202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 189282 members 
Entering Unmasked Estep 
Score: -24162058.000000 Penalty: 6027.976562
	Iteration 17Q: 3 clusters Score -2.416206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 189299 members 
Entering Unmasked Estep 
Score: -24162102.000000 Penalty: 6027.976562
	Iteration 18Q: 3 clusters Score -2.41621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 189316 members 
Entering Unmasked Estep 
Score: -24162126.000000 Penalty: 6027.976562
	Iteration 19Q: 3 clusters Score -2.416213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -24162142.000000 Penalty: 6027.976562
	Iteration 20F: 3 clusters Score -2.416214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 189326 members 
Entering Unmasked Estep 
Score: -24162150.000000 Penalty: 6027.976562
	Iteration 21Q: 3 clusters Score -2.416215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 189328 members 
Entering Unmasked Estep 
Score: -24162160.000000 Penalty: 6027.976562
	Iteration 22Q: 3 clusters Score -2.416216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 189328 members 
Entering Unmasked Estep 
Score: -24162148.000000 Penalty: 6027.976562
	Iteration 23Q: 3 clusters Score -2.416215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -24162152.000000 Penalty: 6027.976562
	Iteration 24Q: 3 clusters Score -2.416215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 189333 members 
Entering Unmasked Estep 
Score: -24162160.000000 Penalty: 6027.976562
	Iteration 25Q: 3 clusters Score -2.416216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 189337 members 
Entering Unmasked Estep 
Score: -24162152.000000 Penalty: 6027.976562
	Iteration 26Q: 3 clusters Score -2.416215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -24162154.000000 Penalty: 6027.976562
	Iteration 27Q: 3 clusters Score -2.416215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 189337 members 
Entering Unmasked Estep 
Score: -24162148.000000 Penalty: 6027.976562
	Iteration 28Q: 3 clusters Score -2.416215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -24162156.000000 Penalty: 6027.976562
	Iteration 29Q: 3 clusters Score -2.416216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -24162178.000000 Penalty: 6027.976562
	Iteration 30Q: 3 clusters Score -2.416218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -24162178.000000 Penalty: 6027.976562
	Iteration 31Q: 3 clusters Score -2.416218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 189335 members 
Entering Unmasked Estep 
Score: -24162184.000000 Penalty: 6027.976562
	Iteration 32Q: 3 clusters Score -2.416218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -24162178.000000 Penalty: 6027.976562
	Iteration 33Q: 3 clusters Score -2.416218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 189337 members 
Entering Unmasked Estep 
Score: -24162186.000000 Penalty: 6027.976562
	Iteration 34Q: 3 clusters Score -2.416219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -24162180.000000 Penalty: 6027.976562
	Iteration 35Q: 3 clusters Score -2.416218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -24162180.000000 Penalty: 6027.976562
	Iteration 36F: 3 clusters Score -2.416218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -29452.847656 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -29452.85 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 136 members 
Entering Unmasked Estep 
Score: -28169.681641 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -28169.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28236.755859 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -28236.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28270.751953 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -28270.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28288.755859 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -28288.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28292.845703 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -28292.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28292.845703 Penalty: 2761.898926
	Iteration 5F: 3 clusters Score -28292.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -26159.091797 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -26159.09 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 124 members 
Entering Unmasked Estep 
Score: -24963.566406 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24963.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25118.673828 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -25118.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25151.587891 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -25151.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25179.919922 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -25179.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25196.359375 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -25196.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25224.222656 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -25224.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25247.824219 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -25247.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25253.066406 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -25253.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25253.066406 Penalty: 2750.407959
	Iteration 8F: 3 clusters Score -25253.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Entering Unmasked Estep 
Score: -6395345.500000 Penalty: 2683.320068
	Iteration 0F: 2 clusters Score -6395346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6361555.000000 Penalty: 5366.640137
	Iteration 0F: 3 clusters Score -6361555 nChanged 23100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -6374361.000000 Penalty: 5366.640137
	Iteration 1F: 3 clusters Score -6374361 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -6375014.000000 Penalty: 5366.640137
	Iteration 2Q: 3 clusters Score -6375014 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6375811.000000 Penalty: 5366.640137
	Iteration 3Q: 3 clusters Score -6375811 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6376800.000000 Penalty: 5366.640137
	Iteration 4Q: 3 clusters Score -6376800 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -6378451.500000 Penalty: 5366.640137
	Iteration 5F: 3 clusters Score -6378452 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -6380737.500000 Penalty: 5366.640137
	Iteration 6F: 3 clusters Score -6380738 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -6383532.500000 Penalty: 5366.640137
	Iteration 7F: 3 clusters Score -6383532 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -6386390.000000 Penalty: 5366.640137
	Iteration 8F: 3 clusters Score -6386390 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6389213.000000 Penalty: 5366.640137
	Iteration 9Q: 3 clusters Score -6389213 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -6391478.000000 Penalty: 5366.640137
	Iteration 10Q: 3 clusters Score -6391478 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6392474.500000 Penalty: 5366.640137
	Iteration 11Q: 3 clusters Score -6392474 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6392848.500000 Penalty: 5366.640137
	Iteration 12Q: 3 clusters Score -6392848 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6392963.500000 Penalty: 5366.640137
	Iteration 13Q: 3 clusters Score -6392964 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -6393076.500000 Penalty: 5366.640137
	Iteration 14Q: 3 clusters Score -6393076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6393096.500000 Penalty: 5366.640137
	Iteration 15Q: 3 clusters Score -6393096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6393129.500000 Penalty: 5366.640137
	Iteration 16Q: 3 clusters Score -6393130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -6393133.000000 Penalty: 5366.640137
	Iteration 17Q: 3 clusters Score -6393133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -6393148.000000 Penalty: 5366.640137
	Iteration 18Q: 3 clusters Score -6393148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -6393161.000000 Penalty: 5366.640137
	Iteration 19Q: 3 clusters Score -6393161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6393163.500000 Penalty: 5366.640137
	Iteration 20F: 3 clusters Score -6393164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6393172.000000 Penalty: 5366.640137
	Iteration 21Q: 3 clusters Score -6393172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6393188.500000 Penalty: 5366.640137
	Iteration 22Q: 3 clusters Score -6393188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6393191.500000 Penalty: 5366.640137
	Iteration 23Q: 3 clusters Score -6393192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6393201.500000 Penalty: 5366.640137
	Iteration 24Q: 3 clusters Score -6393202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6393190.500000 Penalty: 5366.640137
	Iteration 25Q: 3 clusters Score -6393190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6393189.500000 Penalty: 5366.640137
	Iteration 26Q: 3 clusters Score -6393190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -6393189.500000 Penalty: 5366.640137
	Iteration 27Q: 3 clusters Score -6393190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6393187.000000 Penalty: 5366.640137
	Iteration 28Q: 3 clusters Score -6393187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6393187.000000 Penalty: 5366.640137
	Iteration 29F: 3 clusters Score -6393187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (197896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197896 members 
Entering Unmasked Estep 
Score: -25410618.000000 Penalty: 3024.483154
	Iteration 0F: 2 clusters Score -2.541062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -25304392.000000 Penalty: 6048.966309
	Iteration 0F: 3 clusters Score -2.530439e+07 nChanged 95223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -25360330.000000 Penalty: 6048.966309
	Iteration 1F: 3 clusters Score -2.536033e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -25361764.000000 Penalty: 6048.966309
	Iteration 2Q: 3 clusters Score -2.536176e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -25364414.000000 Penalty: 6048.966309
	Iteration 3Q: 3 clusters Score -2.536441e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -25369514.000000 Penalty: 6048.966309
	Iteration 4F: 3 clusters Score -2.536951e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 141743 members 
Entering Unmasked Estep 
Score: -25378358.000000 Penalty: 6048.966309
	Iteration 5F: 3 clusters Score -2.537836e+07 nChanged 17917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 159540 members 
Entering Unmasked Estep 
Score: -25390386.000000 Penalty: 6048.966309
	Iteration 6F: 3 clusters Score -2.539039e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -25399766.000000 Penalty: 6048.966309
	Iteration 7F: 3 clusters Score -2.539977e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 186571 members 
Entering Unmasked Estep 
Score: -25403520.000000 Penalty: 6048.966309
	Iteration 8F: 3 clusters Score -2.540352e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 191722 members 
Entering Unmasked Estep 
Score: -25405770.000000 Penalty: 6048.966309
	Iteration 9Q: 3 clusters Score -2.540577e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 193957 members 
Entering Unmasked Estep 
Score: -25406944.000000 Penalty: 6048.966309
	Iteration 10Q: 3 clusters Score -2.540694e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 194956 members 
Entering Unmasked Estep 
Score: -25407548.000000 Penalty: 6048.966309
	Iteration 11Q: 3 clusters Score -2.540755e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 195425 members 
Entering Unmasked Estep 
Score: -25407926.000000 Penalty: 6048.966309
	Iteration 12Q: 3 clusters Score -2.540793e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -25408142.000000 Penalty: 6048.966309
	Iteration 13Q: 3 clusters Score -2.540814e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 195767 members 
Entering Unmasked Estep 
Score: -25408266.000000 Penalty: 6048.966309
	Iteration 14Q: 3 clusters Score -2.540827e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 195831 members 
Entering Unmasked Estep 
Score: -25408340.000000 Penalty: 6048.966309
	Iteration 15Q: 3 clusters Score -2.540834e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 195846 members 
Entering Unmasked Estep 
Score: -25408408.000000 Penalty: 6048.966309
	Iteration 16Q: 3 clusters Score -2.540841e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -25408516.000000 Penalty: 6048.966309
	Iteration 17Q: 3 clusters Score -2.540852e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 195890 members 
Entering Unmasked Estep 
Score: -25408542.000000 Penalty: 6048.966309
	Iteration 18Q: 3 clusters Score -2.540854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 195911 members 
Entering Unmasked Estep 
Score: -25408582.000000 Penalty: 6048.966309
	Iteration 19Q: 3 clusters Score -2.540858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -25408588.000000 Penalty: 6048.966309
	Iteration 20F: 3 clusters Score -2.540859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -25408624.000000 Penalty: 6048.966309
	Iteration 21Q: 3 clusters Score -2.540862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -25408594.000000 Penalty: 6048.966309
	Iteration 22Q: 3 clusters Score -2.540859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -25408612.000000 Penalty: 6048.966309
	Iteration 23Q: 3 clusters Score -2.540861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -25408628.000000 Penalty: 6048.966309
	Iteration 24Q: 3 clusters Score -2.540863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -25408628.000000 Penalty: 6048.966309
	Iteration 25Q: 3 clusters Score -2.540863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -25408646.000000 Penalty: 6048.966309
	Iteration 26Q: 3 clusters Score -2.540865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -25408634.000000 Penalty: 6048.966309
	Iteration 27Q: 3 clusters Score -2.540863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 195922 members 
Entering Unmasked Estep 
Score: -25408638.000000 Penalty: 6048.966309
	Iteration 28Q: 3 clusters Score -2.540864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 195925 members 
Entering Unmasked Estep 
Score: -25408630.000000 Penalty: 6048.966309
	Iteration 29Q: 3 clusters Score -2.540863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 195918 members 
Entering Unmasked Estep 
Score: -25408672.000000 Penalty: 6048.966309
	Iteration 30Q: 3 clusters Score -2.540867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 195922 members 
Entering Unmasked Estep 
Score: -25408666.000000 Penalty: 6048.966309
	Iteration 31Q: 3 clusters Score -2.540867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 195925 members 
Entering Unmasked Estep 
Score: -25408686.000000 Penalty: 6048.966309
	Iteration 32Q: 3 clusters Score -2.540869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 195927 members 
Entering Unmasked Estep 
Score: -25408688.000000 Penalty: 6048.966309
	Iteration 33Q: 3 clusters Score -2.540869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -25408674.000000 Penalty: 6048.966309
	Iteration 34Q: 3 clusters Score -2.540867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 195936 members 
Entering Unmasked Estep 
Score: -25408674.000000 Penalty: 6048.966309
	Iteration 35Q: 3 clusters Score -2.540867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -25408664.000000 Penalty: 6048.966309
	Iteration 36Q: 3 clusters Score -2.540866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 195936 members 
Entering Unmasked Estep 
Score: -25408668.000000 Penalty: 6048.966309
	Iteration 37Q: 3 clusters Score -2.540867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 195939 members 
Entering Unmasked Estep 
Score: -25408678.000000 Penalty: 6048.966309
	Iteration 38Q: 3 clusters Score -2.540868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 195938 members 
Entering Unmasked Estep 
Score: -25408668.000000 Penalty: 6048.966309
	Iteration 39Q: 3 clusters Score -2.540867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -25408668.000000 Penalty: 6048.966309
	Iteration 40F: 3 clusters Score -2.540867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -25408670.000000 Penalty: 6048.966309
	Iteration 41Q: 3 clusters Score -2.540867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -25408670.000000 Penalty: 6048.966309
	Iteration 42F: 3 clusters Score -2.540867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Entering Unmasked Estep 
Score: -1338793.375000 Penalty: 2310.603516
	Iteration 0F: 2 clusters Score -1338793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1330383.000000 Penalty: 4621.207031
	Iteration 0F: 3 clusters Score -1330383 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1332889.875000 Penalty: 4621.207031
	Iteration 1F: 3 clusters Score -1332890 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1333240.125000 Penalty: 4621.207031
	Iteration 2F: 3 clusters Score -1333240 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1333504.250000 Penalty: 4621.207031
	Iteration 3F: 3 clusters Score -1333504 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1333728.125000 Penalty: 4621.207031
	Iteration 4Q: 3 clusters Score -1333728 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1333918.250000 Penalty: 4621.207031
	Iteration 5Q: 3 clusters Score -1333918 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1334094.500000 Penalty: 4621.207031
	Iteration 6Q: 3 clusters Score -1334094 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1334259.625000 Penalty: 4621.207031
	Iteration 7Q: 3 clusters Score -1334260 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1334427.375000 Penalty: 4621.207031
	Iteration 8Q: 3 clusters Score -1334427 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1334598.375000 Penalty: 4621.207031
	Iteration 9Q: 3 clusters Score -1334598 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1334796.000000 Penalty: 4621.207031
	Iteration 10Q: 3 clusters Score -1334796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1335002.250000 Penalty: 4621.207031
	Iteration 11Q: 3 clusters Score -1335002 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1335229.750000 Penalty: 4621.207031
	Iteration 12Q: 3 clusters Score -1335230 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1335479.375000 Penalty: 4621.207031
	Iteration 13Q: 3 clusters Score -1335479 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1335716.500000 Penalty: 4621.207031
	Iteration 14Q: 3 clusters Score -1335716 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1335947.375000 Penalty: 4621.207031
	Iteration 15Q: 3 clusters Score -1335947 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1336149.875000 Penalty: 4621.207031
	Iteration 16Q: 3 clusters Score -1336150 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1336327.000000 Penalty: 4621.207031
	Iteration 17Q: 3 clusters Score -1336327 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1336506.500000 Penalty: 4621.207031
	Iteration 18Q: 3 clusters Score -1336506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1336625.500000 Penalty: 4621.207031
	Iteration 19Q: 3 clusters Score -1336626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1336693.000000 Penalty: 4621.207031
	Iteration 20F: 3 clusters Score -1336693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1336746.000000 Penalty: 4621.207031
	Iteration 21Q: 3 clusters Score -1336746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1336793.125000 Penalty: 4621.207031
	Iteration 22Q: 3 clusters Score -1336793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1336827.500000 Penalty: 4621.207031
	Iteration 23Q: 3 clusters Score -1336828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1336848.250000 Penalty: 4621.207031
	Iteration 24Q: 3 clusters Score -1336848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1336865.500000 Penalty: 4621.207031
	Iteration 25Q: 3 clusters Score -1336866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1336879.625000 Penalty: 4621.207031
	Iteration 26Q: 3 clusters Score -1336880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1336890.250000 Penalty: 4621.207031
	Iteration 27Q: 3 clusters Score -1336890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1336893.750000 Penalty: 4621.207031
	Iteration 28Q: 3 clusters Score -1336894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1336903.125000 Penalty: 4621.207031
	Iteration 29Q: 3 clusters Score -1336903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1336903.375000 Penalty: 4621.207031
	Iteration 30Q: 3 clusters Score -1336903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1336904.125000 Penalty: 4621.207031
	Iteration 31Q: 3 clusters Score -1336904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1336907.500000 Penalty: 4621.207031
	Iteration 32Q: 3 clusters Score -1336908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1336909.625000 Penalty: 4621.207031
	Iteration 33Q: 3 clusters Score -1336910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1336911.375000 Penalty: 4621.207031
	Iteration 34Q: 3 clusters Score -1336911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1336913.000000 Penalty: 4621.207031
	Iteration 35Q: 3 clusters Score -1336913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1336915.875000 Penalty: 4621.207031
	Iteration 36Q: 3 clusters Score -1336916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1336916.500000 Penalty: 4621.207031
	Iteration 37Q: 3 clusters Score -1336916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1336922.125000 Penalty: 4621.207031
	Iteration 38Q: 3 clusters Score -1336922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1336922.500000 Penalty: 4621.207031
	Iteration 39Q: 3 clusters Score -1336922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1336921.875000 Penalty: 4621.207031
	Iteration 40F: 3 clusters Score -1336922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1336921.500000 Penalty: 4621.207031
	Iteration 41Q: 3 clusters Score -1336922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1336921.500000 Penalty: 4621.207031
	Iteration 42F: 3 clusters Score -1336922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -782673.062500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -782673.1 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 3180 members 
Entering Unmasked Estep 
Score: -777441.062500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -777441.1 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -778778.562500 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -778778.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -779066.937500 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -779066.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -779335.500000 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -779335.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -779615.125000 Penalty: 4328.415039
	Iteration 4F: 3 clusters Score -779615.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -779883.187500 Penalty: 4328.415039
	Iteration 5F: 3 clusters Score -779883.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -780174.250000 Penalty: 4328.415039
	Iteration 6F: 3 clusters Score -780174.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -780473.375000 Penalty: 4328.415039
	Iteration 7F: 3 clusters Score -780473.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -780787.500000 Penalty: 4328.415039
	Iteration 8F: 3 clusters Score -780787.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -781082.312500 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -781082.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -781294.625000 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -781294.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -781405.500000 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -781405.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -781478.937500 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -781478.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -781501.687500 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -781501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -781512.250000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -781512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -781514.750000 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -781514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -781517.562500 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -781517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -781519.500000 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -781519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -781519.937500 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -781519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -781520.312500 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -781520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -781521.500000 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -781521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -781520.500000 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -781520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -781520.500000 Penalty: 4328.415039
	Iteration 22F: 3 clusters Score -781520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Entering Unmasked Estep 
Score: -2004357.625000 Penalty: 2390.811279
	Iteration 0F: 2 clusters Score -2004358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1993230.375000 Penalty: 4781.622559
	Iteration 0F: 3 clusters Score -1993230 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1996762.250000 Penalty: 4781.622559
	Iteration 1F: 3 clusters Score -1996762 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1997093.375000 Penalty: 4781.622559
	Iteration 2F: 3 clusters Score -1997093 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1997341.750000 Penalty: 4781.622559
	Iteration 3Q: 3 clusters Score -1997342 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1997523.125000 Penalty: 4781.622559
	Iteration 4Q: 3 clusters Score -1997523 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1997691.000000 Penalty: 4781.622559
	Iteration 5Q: 3 clusters Score -1997691 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1997833.125000 Penalty: 4781.622559
	Iteration 6Q: 3 clusters Score -1997833 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1997967.750000 Penalty: 4781.622559
	Iteration 7Q: 3 clusters Score -1997968 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1998097.000000 Penalty: 4781.622559
	Iteration 8Q: 3 clusters Score -1998097 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1998227.625000 Penalty: 4781.622559
	Iteration 9Q: 3 clusters Score -1998228 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1998395.250000 Penalty: 4781.622559
	Iteration 10Q: 3 clusters Score -1998395 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1998630.875000 Penalty: 4781.622559
	Iteration 11Q: 3 clusters Score -1998631 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1998914.000000 Penalty: 4781.622559
	Iteration 12Q: 3 clusters Score -1998914 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1999260.375000 Penalty: 4781.622559
	Iteration 13Q: 3 clusters Score -1999260 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1999635.000000 Penalty: 4781.622559
	Iteration 14Q: 3 clusters Score -1999635 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2000048.500000 Penalty: 4781.622559
	Iteration 15Q: 3 clusters Score -2000048 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2000457.500000 Penalty: 4781.622559
	Iteration 16Q: 3 clusters Score -2000458 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2000785.125000 Penalty: 4781.622559
	Iteration 17Q: 3 clusters Score -2000785 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2001030.500000 Penalty: 4781.622559
	Iteration 18Q: 3 clusters Score -2001030 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2001170.625000 Penalty: 4781.622559
	Iteration 19Q: 3 clusters Score -2001171 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2001257.125000 Penalty: 4781.622559
	Iteration 20F: 3 clusters Score -2001257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2001318.500000 Penalty: 4781.622559
	Iteration 21Q: 3 clusters Score -2001318 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2001347.250000 Penalty: 4781.622559
	Iteration 22Q: 3 clusters Score -2001347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2001374.500000 Penalty: 4781.622559
	Iteration 23Q: 3 clusters Score -2001374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2001392.750000 Penalty: 4781.622559
	Iteration 24Q: 3 clusters Score -2001393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2001405.000000 Penalty: 4781.622559
	Iteration 25Q: 3 clusters Score -2001405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2001429.625000 Penalty: 4781.622559
	Iteration 26Q: 3 clusters Score -2001430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2001444.125000 Penalty: 4781.622559
	Iteration 27Q: 3 clusters Score -2001444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2001452.875000 Penalty: 4781.622559
	Iteration 28Q: 3 clusters Score -2001453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2001462.875000 Penalty: 4781.622559
	Iteration 29Q: 3 clusters Score -2001463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2001466.750000 Penalty: 4781.622559
	Iteration 30Q: 3 clusters Score -2001467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2001472.875000 Penalty: 4781.622559
	Iteration 31Q: 3 clusters Score -2001473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2001482.000000 Penalty: 4781.622559
	Iteration 32Q: 3 clusters Score -2001482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2001489.500000 Penalty: 4781.622559
	Iteration 33Q: 3 clusters Score -2001490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2001491.250000 Penalty: 4781.622559
	Iteration 34Q: 3 clusters Score -2001491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2001501.000000 Penalty: 4781.622559
	Iteration 35Q: 3 clusters Score -2001501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2001505.750000 Penalty: 4781.622559
	Iteration 36Q: 3 clusters Score -2001506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2001508.500000 Penalty: 4781.622559
	Iteration 37Q: 3 clusters Score -2001508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2001509.750000 Penalty: 4781.622559
	Iteration 38Q: 3 clusters Score -2001510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2001512.875000 Penalty: 4781.622559
	Iteration 39Q: 3 clusters Score -2001513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2001520.750000 Penalty: 4781.622559
	Iteration 40F: 3 clusters Score -2001521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2001529.375000 Penalty: 4781.622559
	Iteration 41Q: 3 clusters Score -2001529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2001527.750000 Penalty: 4781.622559
	Iteration 42Q: 3 clusters Score -2001528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2001532.000000 Penalty: 4781.622559
	Iteration 43Q: 3 clusters Score -2001532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2001539.125000 Penalty: 4781.622559
	Iteration 44Q: 3 clusters Score -2001539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2001546.750000 Penalty: 4781.622559
	Iteration 45Q: 3 clusters Score -2001547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2001561.875000 Penalty: 4781.622559
	Iteration 46Q: 3 clusters Score -2001562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2001565.125000 Penalty: 4781.622559
	Iteration 47Q: 3 clusters Score -2001565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2001575.125000 Penalty: 4781.622559
	Iteration 48Q: 3 clusters Score -2001575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2001585.875000 Penalty: 4781.622559
	Iteration 49Q: 3 clusters Score -2001586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2001595.875000 Penalty: 4781.622559
	Iteration 50Q: 3 clusters Score -2001596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2001614.625000 Penalty: 4781.622559
	Iteration 51Q: 3 clusters Score -2001615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2001636.250000 Penalty: 4781.622559
	Iteration 52Q: 3 clusters Score -2001636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2001662.500000 Penalty: 4781.622559
	Iteration 53Q: 3 clusters Score -2001662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2001677.750000 Penalty: 4781.622559
	Iteration 54Q: 3 clusters Score -2001678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2001700.750000 Penalty: 4781.622559
	Iteration 55Q: 3 clusters Score -2001701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2001715.625000 Penalty: 4781.622559
	Iteration 56Q: 3 clusters Score -2001716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2001734.750000 Penalty: 4781.622559
	Iteration 57Q: 3 clusters Score -2001735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2001752.750000 Penalty: 4781.622559
	Iteration 58Q: 3 clusters Score -2001753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2001768.500000 Penalty: 4781.622559
	Iteration 59Q: 3 clusters Score -2001768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2001792.875000 Penalty: 4781.622559
	Iteration 60F: 3 clusters Score -2001793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2001810.750000 Penalty: 4781.622559
	Iteration 61Q: 3 clusters Score -2001811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2001831.000000 Penalty: 4781.622559
	Iteration 62Q: 3 clusters Score -2001831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2001851.750000 Penalty: 4781.622559
	Iteration 63Q: 3 clusters Score -2001852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2001869.125000 Penalty: 4781.622559
	Iteration 64Q: 3 clusters Score -2001869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2001882.250000 Penalty: 4781.622559
	Iteration 65Q: 3 clusters Score -2001882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2001899.375000 Penalty: 4781.622559
	Iteration 66Q: 3 clusters Score -2001899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2001916.125000 Penalty: 4781.622559
	Iteration 67Q: 3 clusters Score -2001916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2001935.000000 Penalty: 4781.622559
	Iteration 68Q: 3 clusters Score -2001935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2001955.875000 Penalty: 4781.622559
	Iteration 69Q: 3 clusters Score -2001956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2001966.625000 Penalty: 4781.622559
	Iteration 70Q: 3 clusters Score -2001967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2001982.750000 Penalty: 4781.622559
	Iteration 71Q: 3 clusters Score -2001983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2001997.625000 Penalty: 4781.622559
	Iteration 72Q: 3 clusters Score -2001998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2002006.125000 Penalty: 4781.622559
	Iteration 73Q: 3 clusters Score -2002006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2002012.375000 Penalty: 4781.622559
	Iteration 74Q: 3 clusters Score -2002012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2002017.625000 Penalty: 4781.622559
	Iteration 75Q: 3 clusters Score -2002018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2002024.875000 Penalty: 4781.622559
	Iteration 76Q: 3 clusters Score -2002025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2002031.375000 Penalty: 4781.622559
	Iteration 77Q: 3 clusters Score -2002031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2002037.250000 Penalty: 4781.622559
	Iteration 78Q: 3 clusters Score -2002037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2002049.875000 Penalty: 4781.622559
	Iteration 79Q: 3 clusters Score -2002050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2002058.750000 Penalty: 4781.622559
	Iteration 80F: 3 clusters Score -2002059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2002060.000000 Penalty: 4781.622559
	Iteration 81Q: 3 clusters Score -2002060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2002061.750000 Penalty: 4781.622559
	Iteration 82Q: 3 clusters Score -2002062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2002056.500000 Penalty: 4781.622559
	Iteration 83Q: 3 clusters Score -2002056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2002065.500000 Penalty: 4781.622559
	Iteration 84Q: 3 clusters Score -2002066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2002074.250000 Penalty: 4781.622559
	Iteration 85Q: 3 clusters Score -2002074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2002075.625000 Penalty: 4781.622559
	Iteration 86Q: 3 clusters Score -2002076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2002078.625000 Penalty: 4781.622559
	Iteration 87Q: 3 clusters Score -2002079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2002080.250000 Penalty: 4781.622559
	Iteration 88Q: 3 clusters Score -2002080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2002083.625000 Penalty: 4781.622559
	Iteration 89Q: 3 clusters Score -2002084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2002085.875000 Penalty: 4781.622559
	Iteration 90Q: 3 clusters Score -2002086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2002088.500000 Penalty: 4781.622559
	Iteration 91Q: 3 clusters Score -2002088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2002094.875000 Penalty: 4781.622559
	Iteration 92Q: 3 clusters Score -2002095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2002105.375000 Penalty: 4781.622559
	Iteration 93Q: 3 clusters Score -2002105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2002108.625000 Penalty: 4781.622559
	Iteration 94Q: 3 clusters Score -2002109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2002111.875000 Penalty: 4781.622559
	Iteration 95Q: 3 clusters Score -2002112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2002115.875000 Penalty: 4781.622559
	Iteration 96Q: 3 clusters Score -2002116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2002115.750000 Penalty: 4781.622559
	Iteration 97Q: 3 clusters Score -2002116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2002118.125000 Penalty: 4781.622559
	Iteration 98Q: 3 clusters Score -2002118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2002127.375000 Penalty: 4781.622559
	Iteration 99Q: 3 clusters Score -2002127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2002128.500000 Penalty: 4781.622559
	Iteration 100F: 3 clusters Score -2002128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2002131.000000 Penalty: 4781.622559
	Iteration 101Q: 3 clusters Score -2002131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2002132.750000 Penalty: 4781.622559
	Iteration 102Q: 3 clusters Score -2002133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2002136.750000 Penalty: 4781.622559
	Iteration 103Q: 3 clusters Score -2002137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2002134.375000 Penalty: 4781.622559
	Iteration 104Q: 3 clusters Score -2002134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2002139.875000 Penalty: 4781.622559
	Iteration 105Q: 3 clusters Score -2002140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2002142.625000 Penalty: 4781.622559
	Iteration 106Q: 3 clusters Score -2002143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2002144.250000 Penalty: 4781.622559
	Iteration 107Q: 3 clusters Score -2002144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2002154.375000 Penalty: 4781.622559
	Iteration 108Q: 3 clusters Score -2002154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2002155.625000 Penalty: 4781.622559
	Iteration 109Q: 3 clusters Score -2002156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2002170.875000 Penalty: 4781.622559
	Iteration 110Q: 3 clusters Score -2002171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2002172.750000 Penalty: 4781.622559
	Iteration 111Q: 3 clusters Score -2002173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2002177.250000 Penalty: 4781.622559
	Iteration 112Q: 3 clusters Score -2002177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2002179.500000 Penalty: 4781.622559
	Iteration 113Q: 3 clusters Score -2002180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2002182.375000 Penalty: 4781.622559
	Iteration 114Q: 3 clusters Score -2002182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2002180.875000 Penalty: 4781.622559
	Iteration 115Q: 3 clusters Score -2002181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2002179.500000 Penalty: 4781.622559
	Iteration 116Q: 3 clusters Score -2002180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2002186.500000 Penalty: 4781.622559
	Iteration 117Q: 3 clusters Score -2002186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2002187.500000 Penalty: 4781.622559
	Iteration 118Q: 3 clusters Score -2002188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2002195.125000 Penalty: 4781.622559
	Iteration 119Q: 3 clusters Score -2002195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2002190.625000 Penalty: 4781.622559
	Iteration 120F: 3 clusters Score -2002191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2002189.875000 Penalty: 4781.622559
	Iteration 121Q: 3 clusters Score -2002190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2002191.500000 Penalty: 4781.622559
	Iteration 122Q: 3 clusters Score -2002192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2002189.375000 Penalty: 4781.622559
	Iteration 123Q: 3 clusters Score -2002189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2002191.750000 Penalty: 4781.622559
	Iteration 124Q: 3 clusters Score -2002192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2002192.250000 Penalty: 4781.622559
	Iteration 125Q: 3 clusters Score -2002192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2002192.250000 Penalty: 4781.622559
	Iteration 126F: 3 clusters Score -2002192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -69084.093750 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -69084.09 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 304 members 
Entering Unmasked Estep 
Score: -67481.984375 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -67481.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67733.171875 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -67733.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67841.406250 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -67841.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67976.390625 Penalty: 3182.699219
	Iteration 3F: 3 clusters Score -67976.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68075.750000 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -68075.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68136.656250 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -68136.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68272.703125 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -68272.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68392.726562 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -68392.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68442.703125 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -68442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68531.132812 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -68531.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68636.515625 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -68636.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68695.687500 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -68695.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68730.710938 Penalty: 3182.699219
	Iteration 12Q: 3 clusters Score -68730.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68763.015625 Penalty: 3182.699219
	Iteration 13Q: 3 clusters Score -68763.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68777.445312 Penalty: 3182.699219
	Iteration 14Q: 3 clusters Score -68777.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68821.914062 Penalty: 3182.699219
	Iteration 15Q: 3 clusters Score -68821.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68858.148438 Penalty: 3182.699219
	Iteration 16Q: 3 clusters Score -68858.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68906.148438 Penalty: 3182.699219
	Iteration 17Q: 3 clusters Score -68906.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68925.328125 Penalty: 3182.699219
	Iteration 18Q: 3 clusters Score -68925.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69005.671875 Penalty: 3182.699219
	Iteration 19Q: 3 clusters Score -69005.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69057.421875 Penalty: 3182.699219
	Iteration 20F: 3 clusters Score -69057.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69077.750000 Penalty: 3182.699219
	Iteration 21Q: 3 clusters Score -69077.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69077.750000 Penalty: 3182.699219
	Iteration 22F: 3 clusters Score -69077.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Entering Unmasked Estep 
Score: -6137403.000000 Penalty: 2680.937744
	Iteration 0F: 2 clusters Score -6137403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -6103978.500000 Penalty: 5361.875488
	Iteration 0F: 3 clusters Score -6103978 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6117136.000000 Penalty: 5361.875488
	Iteration 1F: 3 clusters Score -6117136 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6118497.500000 Penalty: 5361.875488
	Iteration 2Q: 3 clusters Score -6118498 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6120820.000000 Penalty: 5361.875488
	Iteration 3F: 3 clusters Score -6120820 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -6123830.000000 Penalty: 5361.875488
	Iteration 4F: 3 clusters Score -6123830 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -6127349.500000 Penalty: 5361.875488
	Iteration 5F: 3 clusters Score -6127350 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6130629.000000 Penalty: 5361.875488
	Iteration 6F: 3 clusters Score -6130629 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6132722.500000 Penalty: 5361.875488
	Iteration 7F: 3 clusters Score -6132722 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -6133869.500000 Penalty: 5361.875488
	Iteration 8Q: 3 clusters Score -6133870 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -6134495.000000 Penalty: 5361.875488
	Iteration 9Q: 3 clusters Score -6134495 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -6134899.000000 Penalty: 5361.875488
	Iteration 10Q: 3 clusters Score -6134899 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -6135270.500000 Penalty: 5361.875488
	Iteration 11Q: 3 clusters Score -6135270 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6135673.000000 Penalty: 5361.875488
	Iteration 12Q: 3 clusters Score -6135673 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -6136177.500000 Penalty: 5361.875488
	Iteration 13Q: 3 clusters Score -6136178 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6136787.500000 Penalty: 5361.875488
	Iteration 14Q: 3 clusters Score -6136788 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6137600.000000 Penalty: 5361.875488
	Iteration 15Q: 3 clusters Score -6137600 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6138348.000000 Penalty: 5361.875488
	Iteration 16Q: 3 clusters Score -6138348 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6138791.000000 Penalty: 5361.875488
	Iteration 17Q: 3 clusters Score -6138791 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6139001.500000 Penalty: 5361.875488
	Iteration 18Q: 3 clusters Score -6139002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6139118.500000 Penalty: 5361.875488
	Iteration 19Q: 3 clusters Score -6139118 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6139165.000000 Penalty: 5361.875488
	Iteration 20F: 3 clusters Score -6139165 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6139212.500000 Penalty: 5361.875488
	Iteration 21Q: 3 clusters Score -6139212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6139252.000000 Penalty: 5361.875488
	Iteration 22Q: 3 clusters Score -6139252 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6139280.500000 Penalty: 5361.875488
	Iteration 23Q: 3 clusters Score -6139280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6139309.000000 Penalty: 5361.875488
	Iteration 24Q: 3 clusters Score -6139309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6139328.000000 Penalty: 5361.875488
	Iteration 25Q: 3 clusters Score -6139328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6139326.000000 Penalty: 5361.875488
	Iteration 26Q: 3 clusters Score -6139326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6139335.000000 Penalty: 5361.875488
	Iteration 27Q: 3 clusters Score -6139335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6139357.500000 Penalty: 5361.875488
	Iteration 28Q: 3 clusters Score -6139358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6139373.500000 Penalty: 5361.875488
	Iteration 29Q: 3 clusters Score -6139374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6139385.500000 Penalty: 5361.875488
	Iteration 30Q: 3 clusters Score -6139386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6139386.000000 Penalty: 5361.875488
	Iteration 31Q: 3 clusters Score -6139386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6139387.500000 Penalty: 5361.875488
	Iteration 32Q: 3 clusters Score -6139388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6139387.000000 Penalty: 5361.875488
	Iteration 33Q: 3 clusters Score -6139387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6139397.000000 Penalty: 5361.875488
	Iteration 34Q: 3 clusters Score -6139397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6139401.000000 Penalty: 5361.875488
	Iteration 35Q: 3 clusters Score -6139401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6139411.500000 Penalty: 5361.875488
	Iteration 36Q: 3 clusters Score -6139412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6139404.500000 Penalty: 5361.875488
	Iteration 37Q: 3 clusters Score -6139404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6139414.500000 Penalty: 5361.875488
	Iteration 38Q: 3 clusters Score -6139414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6139427.000000 Penalty: 5361.875488
	Iteration 39Q: 3 clusters Score -6139427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6139423.500000 Penalty: 5361.875488
	Iteration 40F: 3 clusters Score -6139424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6139415.500000 Penalty: 5361.875488
	Iteration 41Q: 3 clusters Score -6139416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6139425.000000 Penalty: 5361.875488
	Iteration 42Q: 3 clusters Score -6139425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6139422.000000 Penalty: 5361.875488
	Iteration 43Q: 3 clusters Score -6139422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6139421.500000 Penalty: 5361.875488
	Iteration 44Q: 3 clusters Score -6139422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6139425.000000 Penalty: 5361.875488
	Iteration 45Q: 3 clusters Score -6139425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6139433.000000 Penalty: 5361.875488
	Iteration 46Q: 3 clusters Score -6139433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6139428.500000 Penalty: 5361.875488
	Iteration 47Q: 3 clusters Score -6139428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6139436.000000 Penalty: 5361.875488
	Iteration 48Q: 3 clusters Score -6139436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6139445.000000 Penalty: 5361.875488
	Iteration 49Q: 3 clusters Score -6139445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6139438.000000 Penalty: 5361.875488
	Iteration 50Q: 3 clusters Score -6139438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6139444.000000 Penalty: 5361.875488
	Iteration 51Q: 3 clusters Score -6139444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6139444.000000 Penalty: 5361.875488
	Iteration 52Q: 3 clusters Score -6139444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6139444.500000 Penalty: 5361.875488
	Iteration 53Q: 3 clusters Score -6139444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6139440.000000 Penalty: 5361.875488
	Iteration 54Q: 3 clusters Score -6139440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6139439.500000 Penalty: 5361.875488
	Iteration 55Q: 3 clusters Score -6139440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6139439.500000 Penalty: 5361.875488
	Iteration 56F: 3 clusters Score -6139440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 189696 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 50003 members 
Mstep: Class 10 contains 197896 members 
Mstep: Class 11 contains 11125 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29584 members 
Mstep: Class 18 contains 163877 members 
Mstep: Class 20 contains 36996 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
Score: -116069592.000000 Penalty: 71542.664062
Splitting cluster 15 changes total score from -116068664.000000 to -116069592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -142455.968750 Penalty: 1755.428711
	Iteration 0F: 2 clusters Score -142456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140453.921875 Penalty: 3510.857422
	Iteration 0F: 3 clusters Score -140453.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141256.093750 Penalty: 3510.857422
	Iteration 1F: 3 clusters Score -141256.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -141770.500000 Penalty: 3510.857422
	Iteration 2F: 3 clusters Score -141770.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -142224.250000 Penalty: 3510.857422
	Iteration 3F: 3 clusters Score -142224.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -142464.875000 Penalty: 3510.857422
	Iteration 4F: 3 clusters Score -142464.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -142536.828125 Penalty: 3510.857422
	Iteration 5Q: 3 clusters Score -142536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -142560.546875 Penalty: 3510.857422
	Iteration 6Q: 3 clusters Score -142560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -142563.359375 Penalty: 3510.857422
	Iteration 7Q: 3 clusters Score -142563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -142565.078125 Penalty: 3510.857422
	Iteration 8Q: 3 clusters Score -142565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -142565.078125 Penalty: 3510.857422
	Iteration 9F: 3 clusters Score -142565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 189696 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 50003 members 
Mstep: Class 10 contains 197896 members 
Mstep: Class 11 contains 11125 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 29584 members 
Mstep: Class 18 contains 163877 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 36996 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
Score: -116067960.000000 Penalty: 74949.453125
Splitting cluster 16 changes total score from -116068664.000000 to -116067960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (29584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Entering Unmasked Estep 
Score: -3827150.000000 Penalty: 2553.157227
	Iteration 0F: 2 clusters Score -3827150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3806770.500000 Penalty: 5106.314453
	Iteration 0F: 3 clusters Score -3806770 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3813915.750000 Penalty: 5106.314453
	Iteration 1F: 3 clusters Score -3813916 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3814473.000000 Penalty: 5106.314453
	Iteration 2Q: 3 clusters Score -3814473 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3815077.250000 Penalty: 5106.314453
	Iteration 3Q: 3 clusters Score -3815077 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3815729.500000 Penalty: 5106.314453
	Iteration 4Q: 3 clusters Score -3815730 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3816455.500000 Penalty: 5106.314453
	Iteration 5Q: 3 clusters Score -3816456 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3817149.500000 Penalty: 5106.314453
	Iteration 6F: 3 clusters Score -3817150 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3817845.500000 Penalty: 5106.314453
	Iteration 7Q: 3 clusters Score -3817846 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3818528.000000 Penalty: 5106.314453
	Iteration 8Q: 3 clusters Score -3818528 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3819276.250000 Penalty: 5106.314453
	Iteration 9Q: 3 clusters Score -3819276 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3820142.000000 Penalty: 5106.314453
	Iteration 10Q: 3 clusters Score -3820142 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3820956.750000 Penalty: 5106.314453
	Iteration 11Q: 3 clusters Score -3820957 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3821560.250000 Penalty: 5106.314453
	Iteration 12Q: 3 clusters Score -3821560 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3822020.750000 Penalty: 5106.314453
	Iteration 13Q: 3 clusters Score -3822021 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3822359.750000 Penalty: 5106.314453
	Iteration 14Q: 3 clusters Score -3822360 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3822568.500000 Penalty: 5106.314453
	Iteration 15Q: 3 clusters Score -3822568 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3822683.000000 Penalty: 5106.314453
	Iteration 16Q: 3 clusters Score -3822683 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3822808.750000 Penalty: 5106.314453
	Iteration 17Q: 3 clusters Score -3822809 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3822939.000000 Penalty: 5106.314453
	Iteration 18Q: 3 clusters Score -3822939 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3823085.250000 Penalty: 5106.314453
	Iteration 19Q: 3 clusters Score -3823085 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3823219.000000 Penalty: 5106.314453
	Iteration 20F: 3 clusters Score -3823219 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3823374.000000 Penalty: 5106.314453
	Iteration 21Q: 3 clusters Score -3823374 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3823526.750000 Penalty: 5106.314453
	Iteration 22Q: 3 clusters Score -3823527 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3823702.250000 Penalty: 5106.314453
	Iteration 23Q: 3 clusters Score -3823702 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3823866.500000 Penalty: 5106.314453
	Iteration 24Q: 3 clusters Score -3823866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3824050.250000 Penalty: 5106.314453
	Iteration 25Q: 3 clusters Score -3824050 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3824212.000000 Penalty: 5106.314453
	Iteration 26Q: 3 clusters Score -3824212 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3824404.250000 Penalty: 5106.314453
	Iteration 27Q: 3 clusters Score -3824404 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3824613.000000 Penalty: 5106.314453
	Iteration 28Q: 3 clusters Score -3824613 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3824798.000000 Penalty: 5106.314453
	Iteration 29Q: 3 clusters Score -3824798 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3824973.250000 Penalty: 5106.314453
	Iteration 30Q: 3 clusters Score -3824973 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3825144.500000 Penalty: 5106.314453
	Iteration 31Q: 3 clusters Score -3825144 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3825312.750000 Penalty: 5106.314453
	Iteration 32Q: 3 clusters Score -3825313 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3825482.250000 Penalty: 5106.314453
	Iteration 33Q: 3 clusters Score -3825482 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3825628.250000 Penalty: 5106.314453
	Iteration 34Q: 3 clusters Score -3825628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3825754.250000 Penalty: 5106.314453
	Iteration 35Q: 3 clusters Score -3825754 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3825850.750000 Penalty: 5106.314453
	Iteration 36Q: 3 clusters Score -3825851 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3825932.500000 Penalty: 5106.314453
	Iteration 37Q: 3 clusters Score -3825932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3825984.000000 Penalty: 5106.314453
	Iteration 38Q: 3 clusters Score -3825984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3826029.000000 Penalty: 5106.314453
	Iteration 39Q: 3 clusters Score -3826029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3826059.000000 Penalty: 5106.314453
	Iteration 40F: 3 clusters Score -3826059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3826082.500000 Penalty: 5106.314453
	Iteration 41Q: 3 clusters Score -3826082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3826102.500000 Penalty: 5106.314453
	Iteration 42Q: 3 clusters Score -3826102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3826107.000000 Penalty: 5106.314453
	Iteration 43Q: 3 clusters Score -3826107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3826121.250000 Penalty: 5106.314453
	Iteration 44Q: 3 clusters Score -3826121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3826124.500000 Penalty: 5106.314453
	Iteration 45Q: 3 clusters Score -3826124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3826130.750000 Penalty: 5106.314453
	Iteration 46Q: 3 clusters Score -3826131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3826130.500000 Penalty: 5106.314453
	Iteration 47Q: 3 clusters Score -3826130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3826130.500000 Penalty: 5106.314453
	Iteration 48Q: 3 clusters Score -3826130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3826132.250000 Penalty: 5106.314453
	Iteration 49Q: 3 clusters Score -3826132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3826132.500000 Penalty: 5106.314453
	Iteration 50Q: 3 clusters Score -3826132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3826135.250000 Penalty: 5106.314453
	Iteration 51Q: 3 clusters Score -3826135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3826139.500000 Penalty: 5106.314453
	Iteration 52Q: 3 clusters Score -3826140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3826139.750000 Penalty: 5106.314453
	Iteration 53Q: 3 clusters Score -3826140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3826140.500000 Penalty: 5106.314453
	Iteration 54Q: 3 clusters Score -3826140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3826139.250000 Penalty: 5106.314453
	Iteration 55Q: 3 clusters Score -3826139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3826141.000000 Penalty: 5106.314453
	Iteration 56Q: 3 clusters Score -3826141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3826146.000000 Penalty: 5106.314453
	Iteration 57Q: 3 clusters Score -3826146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3826146.000000 Penalty: 5106.314453
	Iteration 58F: 3 clusters Score -3826146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Entering Unmasked Estep 
Score: -20938330.000000 Penalty: 2977.704102
	Iteration 0F: 2 clusters Score -2.093833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -20831862.000000 Penalty: 5955.408203
	Iteration 0F: 3 clusters Score -2.083186e+07 nChanged 78539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -20877456.000000 Penalty: 5955.408203
	Iteration 1F: 3 clusters Score -2.087746e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -20878648.000000 Penalty: 5955.408203
	Iteration 2Q: 3 clusters Score -2.087865e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -20880576.000000 Penalty: 5955.408203
	Iteration 3Q: 3 clusters Score -2.088058e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -20883186.000000 Penalty: 5955.408203
	Iteration 4Q: 3 clusters Score -2.088319e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -20887366.000000 Penalty: 5955.408203
	Iteration 5F: 3 clusters Score -2.088737e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -20893482.000000 Penalty: 5955.408203
	Iteration 6F: 3 clusters Score -2.089348e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -20901836.000000 Penalty: 5955.408203
	Iteration 7F: 3 clusters Score -2.090184e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -20911904.000000 Penalty: 5955.408203
	Iteration 8F: 3 clusters Score -2.09119e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -20921562.000000 Penalty: 5955.408203
	Iteration 9F: 3 clusters Score -2.092156e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -20928744.000000 Penalty: 5955.408203
	Iteration 10F: 3 clusters Score -2.092874e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -20932500.000000 Penalty: 5955.408203
	Iteration 11Q: 3 clusters Score -2.09325e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 161502 members 
Entering Unmasked Estep 
Score: -20934348.000000 Penalty: 5955.408203
	Iteration 12Q: 3 clusters Score -2.093435e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 162609 members 
Entering Unmasked Estep 
Score: -20935120.000000 Penalty: 5955.408203
	Iteration 13Q: 3 clusters Score -2.093512e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -20935404.000000 Penalty: 5955.408203
	Iteration 14Q: 3 clusters Score -2.09354e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -20935586.000000 Penalty: 5955.408203
	Iteration 15Q: 3 clusters Score -2.093559e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -20935670.000000 Penalty: 5955.408203
	Iteration 16Q: 3 clusters Score -2.093567e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -20935752.000000 Penalty: 5955.408203
	Iteration 17Q: 3 clusters Score -2.093575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -20935788.000000 Penalty: 5955.408203
	Iteration 18Q: 3 clusters Score -2.093579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -20935814.000000 Penalty: 5955.408203
	Iteration 19Q: 3 clusters Score -2.093581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 163413 members 
Entering Unmasked Estep 
Score: -20935830.000000 Penalty: 5955.408203
	Iteration 20F: 3 clusters Score -2.093583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -20935858.000000 Penalty: 5955.408203
	Iteration 21Q: 3 clusters Score -2.093586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -20935886.000000 Penalty: 5955.408203
	Iteration 22Q: 3 clusters Score -2.093589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 163450 members 
Entering Unmasked Estep 
Score: -20935870.000000 Penalty: 5955.408203
	Iteration 23Q: 3 clusters Score -2.093587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -20935892.000000 Penalty: 5955.408203
	Iteration 24Q: 3 clusters Score -2.093589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -20935890.000000 Penalty: 5955.408203
	Iteration 25Q: 3 clusters Score -2.093589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -20935892.000000 Penalty: 5955.408203
	Iteration 26Q: 3 clusters Score -2.093589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -20935906.000000 Penalty: 5955.408203
	Iteration 27Q: 3 clusters Score -2.093591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20935908.000000 Penalty: 5955.408203
	Iteration 28Q: 3 clusters Score -2.093591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -20935896.000000 Penalty: 5955.408203
	Iteration 29Q: 3 clusters Score -2.09359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -20935898.000000 Penalty: 5955.408203
	Iteration 30Q: 3 clusters Score -2.09359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -20935890.000000 Penalty: 5955.408203
	Iteration 31Q: 3 clusters Score -2.093589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -20935890.000000 Penalty: 5955.408203
	Iteration 32F: 3 clusters Score -2.093589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Entering Unmasked Estep 
Score: -4806028.000000 Penalty: 2608.604248
	Iteration 0F: 2 clusters Score -4806028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4780916.500000 Penalty: 5217.208496
	Iteration 0F: 3 clusters Score -4780916 nChanged 16814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4790163.000000 Penalty: 5217.208496
	Iteration 1F: 3 clusters Score -4790163 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4790767.500000 Penalty: 5217.208496
	Iteration 2Q: 3 clusters Score -4790768 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4791332.500000 Penalty: 5217.208496
	Iteration 3Q: 3 clusters Score -4791332 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4792056.500000 Penalty: 5217.208496
	Iteration 4Q: 3 clusters Score -4792056 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4793009.500000 Penalty: 5217.208496
	Iteration 5Q: 3 clusters Score -4793010 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4794293.500000 Penalty: 5217.208496
	Iteration 6F: 3 clusters Score -4794294 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4795929.000000 Penalty: 5217.208496
	Iteration 7F: 3 clusters Score -4795929 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4797761.500000 Penalty: 5217.208496
	Iteration 8F: 3 clusters Score -4797762 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4799474.000000 Penalty: 5217.208496
	Iteration 9F: 3 clusters Score -4799474 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4800989.000000 Penalty: 5217.208496
	Iteration 10Q: 3 clusters Score -4800989 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4802020.000000 Penalty: 5217.208496
	Iteration 11Q: 3 clusters Score -4802020 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4802719.500000 Penalty: 5217.208496
	Iteration 12Q: 3 clusters Score -4802720 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4803092.000000 Penalty: 5217.208496
	Iteration 13Q: 3 clusters Score -4803092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4803321.000000 Penalty: 5217.208496
	Iteration 14Q: 3 clusters Score -4803321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4803478.000000 Penalty: 5217.208496
	Iteration 15Q: 3 clusters Score -4803478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4803599.500000 Penalty: 5217.208496
	Iteration 16Q: 3 clusters Score -4803600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4803663.000000 Penalty: 5217.208496
	Iteration 17Q: 3 clusters Score -4803663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4803699.500000 Penalty: 5217.208496
	Iteration 18Q: 3 clusters Score -4803700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4803727.500000 Penalty: 5217.208496
	Iteration 19Q: 3 clusters Score -4803728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4803758.500000 Penalty: 5217.208496
	Iteration 20F: 3 clusters Score -4803758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4803780.500000 Penalty: 5217.208496
	Iteration 21Q: 3 clusters Score -4803780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4803802.000000 Penalty: 5217.208496
	Iteration 22Q: 3 clusters Score -4803802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4803819.500000 Penalty: 5217.208496
	Iteration 23Q: 3 clusters Score -4803820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4803834.500000 Penalty: 5217.208496
	Iteration 24Q: 3 clusters Score -4803834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4803841.500000 Penalty: 5217.208496
	Iteration 25Q: 3 clusters Score -4803842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4803847.000000 Penalty: 5217.208496
	Iteration 26Q: 3 clusters Score -4803847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4803860.000000 Penalty: 5217.208496
	Iteration 27Q: 3 clusters Score -4803860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4803861.000000 Penalty: 5217.208496
	Iteration 28Q: 3 clusters Score -4803861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4803863.500000 Penalty: 5217.208496
	Iteration 29Q: 3 clusters Score -4803864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4803866.000000 Penalty: 5217.208496
	Iteration 30Q: 3 clusters Score -4803866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4803870.000000 Penalty: 5217.208496
	Iteration 31Q: 3 clusters Score -4803870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4803869.000000 Penalty: 5217.208496
	Iteration 32Q: 3 clusters Score -4803869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4803876.500000 Penalty: 5217.208496
	Iteration 33Q: 3 clusters Score -4803876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4803875.500000 Penalty: 5217.208496
	Iteration 34Q: 3 clusters Score -4803876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4803878.500000 Penalty: 5217.208496
	Iteration 35Q: 3 clusters Score -4803878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4803881.000000 Penalty: 5217.208496
	Iteration 36Q: 3 clusters Score -4803881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4803882.000000 Penalty: 5217.208496
	Iteration 37Q: 3 clusters Score -4803882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4803881.000000 Penalty: 5217.208496
	Iteration 38Q: 3 clusters Score -4803881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4803888.000000 Penalty: 5217.208496
	Iteration 39Q: 3 clusters Score -4803888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4803884.000000 Penalty: 5217.208496
	Iteration 40F: 3 clusters Score -4803884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4803887.500000 Penalty: 5217.208496
	Iteration 41Q: 3 clusters Score -4803888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4803885.500000 Penalty: 5217.208496
	Iteration 42Q: 3 clusters Score -4803886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4803885.500000 Penalty: 5217.208496
	Iteration 43F: 3 clusters Score -4803886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Entering Unmasked Estep 
Score: -2557423.750000 Penalty: 2453.509766
	Iteration 0F: 2 clusters Score -2557424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2543423.000000 Penalty: 4907.019531
	Iteration 0F: 3 clusters Score -2543423 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2548226.500000 Penalty: 4907.019531
	Iteration 1F: 3 clusters Score -2548226 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2548673.250000 Penalty: 4907.019531
	Iteration 2F: 3 clusters Score -2548673 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2549108.500000 Penalty: 4907.019531
	Iteration 3Q: 3 clusters Score -2549108 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2549555.500000 Penalty: 4907.019531
	Iteration 4Q: 3 clusters Score -2549556 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2550044.000000 Penalty: 4907.019531
	Iteration 5Q: 3 clusters Score -2550044 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2550604.250000 Penalty: 4907.019531
	Iteration 6Q: 3 clusters Score -2550604 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2551256.750000 Penalty: 4907.019531
	Iteration 7Q: 3 clusters Score -2551257 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2551957.500000 Penalty: 4907.019531
	Iteration 8F: 3 clusters Score -2551958 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2552533.000000 Penalty: 4907.019531
	Iteration 9F: 3 clusters Score -2552533 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2552999.250000 Penalty: 4907.019531
	Iteration 10F: 3 clusters Score -2552999 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2553423.750000 Penalty: 4907.019531
	Iteration 11Q: 3 clusters Score -2553424 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2553787.250000 Penalty: 4907.019531
	Iteration 12Q: 3 clusters Score -2553787 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2554106.750000 Penalty: 4907.019531
	Iteration 13Q: 3 clusters Score -2554107 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2554408.750000 Penalty: 4907.019531
	Iteration 14Q: 3 clusters Score -2554409 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2554701.000000 Penalty: 4907.019531
	Iteration 15Q: 3 clusters Score -2554701 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2555003.750000 Penalty: 4907.019531
	Iteration 16Q: 3 clusters Score -2555004 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2555325.000000 Penalty: 4907.019531
	Iteration 17Q: 3 clusters Score -2555325 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2555667.750000 Penalty: 4907.019531
	Iteration 18Q: 3 clusters Score -2555668 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2556010.500000 Penalty: 4907.019531
	Iteration 19Q: 3 clusters Score -2556010 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2556334.250000 Penalty: 4907.019531
	Iteration 20F: 3 clusters Score -2556334 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2556632.750000 Penalty: 4907.019531
	Iteration 21Q: 3 clusters Score -2556633 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2556905.000000 Penalty: 4907.019531
	Iteration 22Q: 3 clusters Score -2556905 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2557131.750000 Penalty: 4907.019531
	Iteration 23Q: 3 clusters Score -2557132 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2557293.750000 Penalty: 4907.019531
	Iteration 24Q: 3 clusters Score -2557294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2557407.000000 Penalty: 4907.019531
	Iteration 25Q: 3 clusters Score -2557407 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2557482.500000 Penalty: 4907.019531
	Iteration 26Q: 3 clusters Score -2557482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2557524.750000 Penalty: 4907.019531
	Iteration 27Q: 3 clusters Score -2557525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2557562.500000 Penalty: 4907.019531
	Iteration 28Q: 3 clusters Score -2557562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2557583.000000 Penalty: 4907.019531
	Iteration 29Q: 3 clusters Score -2557583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2557598.250000 Penalty: 4907.019531
	Iteration 30Q: 3 clusters Score -2557598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2557604.500000 Penalty: 4907.019531
	Iteration 31Q: 3 clusters Score -2557604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2557609.000000 Penalty: 4907.019531
	Iteration 32Q: 3 clusters Score -2557609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2557619.500000 Penalty: 4907.019531
	Iteration 33Q: 3 clusters Score -2557620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2557621.000000 Penalty: 4907.019531
	Iteration 34Q: 3 clusters Score -2557621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2557622.250000 Penalty: 4907.019531
	Iteration 35Q: 3 clusters Score -2557622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2557624.750000 Penalty: 4907.019531
	Iteration 36Q: 3 clusters Score -2557625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2557624.250000 Penalty: 4907.019531
	Iteration 37Q: 3 clusters Score -2557624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2557623.000000 Penalty: 4907.019531
	Iteration 38Q: 3 clusters Score -2557623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2557626.000000 Penalty: 4907.019531
	Iteration 39Q: 3 clusters Score -2557626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2557626.250000 Penalty: 4907.019531
	Iteration 40F: 3 clusters Score -2557626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2557622.750000 Penalty: 4907.019531
	Iteration 41Q: 3 clusters Score -2557623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2557622.750000 Penalty: 4907.019531
	Iteration 42F: 3 clusters Score -2557623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 189696 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 50003 members 
Mstep: Class 10 contains 197896 members 
Mstep: Class 11 contains 11125 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29584 members 
Mstep: Class 18 contains 163877 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 36996 members 
Mstep: Class 21 contains 18160 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
Score: -116068592.000000 Penalty: 74949.453125
Splitting cluster 21 changes total score from -116068664.000000 to -116068592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (10230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Entering Unmasked Estep 
Score: -1330714.500000 Penalty: 2289.803711
	Iteration 0F: 2 clusters Score -1330714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1322936.375000 Penalty: 4579.607422
	Iteration 0F: 3 clusters Score -1322936 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1325210.375000 Penalty: 4579.607422
	Iteration 1F: 3 clusters Score -1325210 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1325542.000000 Penalty: 4579.607422
	Iteration 2F: 3 clusters Score -1325542 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1325771.125000 Penalty: 4579.607422
	Iteration 3Q: 3 clusters Score -1325771 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1325970.125000 Penalty: 4579.607422
	Iteration 4Q: 3 clusters Score -1325970 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1326155.750000 Penalty: 4579.607422
	Iteration 5Q: 3 clusters Score -1326156 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1326361.375000 Penalty: 4579.607422
	Iteration 6Q: 3 clusters Score -1326361 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1326573.625000 Penalty: 4579.607422
	Iteration 7Q: 3 clusters Score -1326574 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1326817.875000 Penalty: 4579.607422
	Iteration 8Q: 3 clusters Score -1326818 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1327097.375000 Penalty: 4579.607422
	Iteration 9Q: 3 clusters Score -1327097 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1327386.250000 Penalty: 4579.607422
	Iteration 10Q: 3 clusters Score -1327386 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1327707.250000 Penalty: 4579.607422
	Iteration 11Q: 3 clusters Score -1327707 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1328014.250000 Penalty: 4579.607422
	Iteration 12Q: 3 clusters Score -1328014 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1328252.125000 Penalty: 4579.607422
	Iteration 13Q: 3 clusters Score -1328252 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1328410.125000 Penalty: 4579.607422
	Iteration 14Q: 3 clusters Score -1328410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1328520.125000 Penalty: 4579.607422
	Iteration 15Q: 3 clusters Score -1328520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1328604.875000 Penalty: 4579.607422
	Iteration 16Q: 3 clusters Score -1328605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1328650.125000 Penalty: 4579.607422
	Iteration 17Q: 3 clusters Score -1328650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1328684.625000 Penalty: 4579.607422
	Iteration 18Q: 3 clusters Score -1328685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1328712.750000 Penalty: 4579.607422
	Iteration 19Q: 3 clusters Score -1328713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1328737.875000 Penalty: 4579.607422
	Iteration 20F: 3 clusters Score -1328738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1328759.875000 Penalty: 4579.607422
	Iteration 21Q: 3 clusters Score -1328760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1328775.750000 Penalty: 4579.607422
	Iteration 22Q: 3 clusters Score -1328776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1328792.500000 Penalty: 4579.607422
	Iteration 23Q: 3 clusters Score -1328792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1328805.375000 Penalty: 4579.607422
	Iteration 24Q: 3 clusters Score -1328805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1328811.000000 Penalty: 4579.607422
	Iteration 25Q: 3 clusters Score -1328811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1328819.875000 Penalty: 4579.607422
	Iteration 26Q: 3 clusters Score -1328820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1328829.250000 Penalty: 4579.607422
	Iteration 27Q: 3 clusters Score -1328829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1328831.250000 Penalty: 4579.607422
	Iteration 28Q: 3 clusters Score -1328831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1328834.500000 Penalty: 4579.607422
	Iteration 29Q: 3 clusters Score -1328834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1328835.375000 Penalty: 4579.607422
	Iteration 30Q: 3 clusters Score -1328835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1328836.625000 Penalty: 4579.607422
	Iteration 31Q: 3 clusters Score -1328837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1328842.125000 Penalty: 4579.607422
	Iteration 32Q: 3 clusters Score -1328842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1328844.875000 Penalty: 4579.607422
	Iteration 33Q: 3 clusters Score -1328845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1328846.625000 Penalty: 4579.607422
	Iteration 34Q: 3 clusters Score -1328847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1328848.500000 Penalty: 4579.607422
	Iteration 35Q: 3 clusters Score -1328848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1328857.375000 Penalty: 4579.607422
	Iteration 36Q: 3 clusters Score -1328857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1328854.750000 Penalty: 4579.607422
	Iteration 37Q: 3 clusters Score -1328855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1328859.000000 Penalty: 4579.607422
	Iteration 38Q: 3 clusters Score -1328859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1328858.500000 Penalty: 4579.607422
	Iteration 39Q: 3 clusters Score -1328858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1328858.125000 Penalty: 4579.607422
	Iteration 40F: 3 clusters Score -1328858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1328858.500000 Penalty: 4579.607422
	Iteration 41Q: 3 clusters Score -1328858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1328863.500000 Penalty: 4579.607422
	Iteration 42Q: 3 clusters Score -1328864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1328864.500000 Penalty: 4579.607422
	Iteration 43Q: 3 clusters Score -1328864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1328864.375000 Penalty: 4579.607422
	Iteration 44Q: 3 clusters Score -1328864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1328865.375000 Penalty: 4579.607422
	Iteration 45Q: 3 clusters Score -1328865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1328865.375000 Penalty: 4579.607422
	Iteration 46F: 3 clusters Score -1328865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 189696 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 50003 members 
Mstep: Class 10 contains 197896 members 
Mstep: Class 11 contains 11125 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29584 members 
Mstep: Class 18 contains 163877 members 
Mstep: Class 20 contains 36996 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070408.000000 Penalty: 71542.664062
Iteration 79Q: 22 clusters Score -1.160704e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 188993 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 49074 members 
Mstep: Class 10 contains 198494 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 13 contains 15337 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 29653 members 
Mstep: Class 18 contains 164230 members 
Mstep: Class 20 contains 37114 members 
Mstep: Class 21 contains 19829 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075160.000000 Penalty: 71542.664062
Iteration 80F: 22 clusters Score -1.160752e+08 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 134251 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 188813 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 43737 members 
Mstep: Class 10 contains 203791 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 48577 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29677 members 
Mstep: Class 18 contains 164348 members 
Mstep: Class 20 contains 37216 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 10214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072808.000000 Penalty: 71542.664062
Iteration 81Q: 22 clusters Score -1.160728e+08 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133574 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 188829 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 40063 members 
Mstep: Class 10 contains 207189 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 6127 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 49112 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29763 members 
Mstep: Class 18 contains 164534 members 
Mstep: Class 20 contains 37329 members 
Mstep: Class 21 contains 19858 members 
Mstep: Class 22 contains 10186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070816.000000 Penalty: 71542.664062
Iteration 82Q: 22 clusters Score -1.160708e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 188951 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 37453 members 
Mstep: Class 10 contains 209609 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 6090 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29860 members 
Mstep: Class 18 contains 164646 members 
Mstep: Class 20 contains 37411 members 
Mstep: Class 21 contains 19891 members 
Mstep: Class 22 contains 10159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069216.000000 Penalty: 71542.664062
Iteration 83Q: 22 clusters Score -1.160692e+08 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 189146 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 35503 members 
Mstep: Class 10 contains 211391 members 
Mstep: Class 11 contains 11212 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 29932 members 
Mstep: Class 18 contains 164736 members 
Mstep: Class 20 contains 37478 members 
Mstep: Class 21 contains 19917 members 
Mstep: Class 22 contains 10136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068208.000000 Penalty: 71542.664062
Iteration 84Q: 22 clusters Score -1.160682e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 189337 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 34023 members 
Mstep: Class 10 contains 212729 members 
Mstep: Class 11 contains 11213 members 
Mstep: Class 12 contains 6070 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 50124 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30014 members 
Mstep: Class 18 contains 164743 members 
Mstep: Class 20 contains 37528 members 
Mstep: Class 21 contains 19934 members 
Mstep: Class 22 contains 10099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067504.000000 Penalty: 71542.664062
Iteration 85Q: 22 clusters Score -1.160675e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 189546 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 32963 members 
Mstep: Class 10 contains 213750 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 15215 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 50387 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30077 members 
Mstep: Class 18 contains 164754 members 
Mstep: Class 20 contains 37589 members 
Mstep: Class 21 contains 19935 members 
Mstep: Class 22 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066656.000000 Penalty: 71542.664062
Iteration 86Q: 22 clusters Score -1.160667e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 189729 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 32038 members 
Mstep: Class 10 contains 214657 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 50623 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30118 members 
Mstep: Class 18 contains 164760 members 
Mstep: Class 20 contains 37641 members 
Mstep: Class 21 contains 19926 members 
Mstep: Class 22 contains 10035 members 
Entering Unmasked Estep 
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Score: -116066264.000000 Penalty: 71542.664062
Iteration 87Q: 22 clusters Score -1.160663e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130281 members 
Mstep: Class 2 contains 3005 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 189897 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 31290 members 
Mstep: Class 10 contains 215436 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 15227 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 50821 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30166 members 
Mstep: Class 18 contains 164768 members 
Mstep: Class 20 contains 37704 members 
Mstep: Class 21 contains 19917 members 
Mstep: Class 22 contains 10002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065712.000000 Penalty: 71542.664062
Iteration 88Q: 22 clusters Score -1.160657e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 190002 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 30696 members 
Mstep: Class 10 contains 216044 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 15212 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51013 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30201 members 
Mstep: Class 18 contains 164773 members 
Mstep: Class 20 contains 37744 members 
Mstep: Class 21 contains 19906 members 
Mstep: Class 22 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065408.000000 Penalty: 71542.664062
Iteration 89Q: 22 clusters Score -1.160654e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 190012 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 30210 members 
Mstep: Class 10 contains 216558 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 15189 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51192 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30226 members 
Mstep: Class 18 contains 164835 members 
Mstep: Class 20 contains 37797 members 
Mstep: Class 21 contains 19899 members 
Mstep: Class 22 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065080.000000 Penalty: 71542.664062
Iteration 90Q: 22 clusters Score -1.160651e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 190005 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 29797 members 
Mstep: Class 10 contains 216993 members 
Mstep: Class 11 contains 11164 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 15159 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30247 members 
Mstep: Class 18 contains 164891 members 
Mstep: Class 20 contains 37845 members 
Mstep: Class 21 contains 19894 members 
Mstep: Class 22 contains 9943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064520.000000 Penalty: 71542.664062
Iteration 91Q: 22 clusters Score -1.160645e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 189987 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 29473 members 
Mstep: Class 10 contains 217377 members 
Mstep: Class 11 contains 11156 members 
Mstep: Class 12 contains 5845 members 
Mstep: Class 13 contains 15136 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51465 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30267 members 
Mstep: Class 18 contains 164942 members 
Mstep: Class 20 contains 37909 members 
Mstep: Class 21 contains 19891 members 
Mstep: Class 22 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 71542.664062
Iteration 92Q: 22 clusters Score -1.160642e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 189941 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 10 contains 217698 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 15125 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51571 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30286 members 
Mstep: Class 18 contains 165026 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 19891 members 
Mstep: Class 22 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063840.000000 Penalty: 71542.664062
Iteration 93Q: 22 clusters Score -1.160638e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128701 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189869 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28976 members 
Mstep: Class 10 contains 217960 members 
Mstep: Class 11 contains 11215 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 15119 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51653 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30290 members 
Mstep: Class 18 contains 165112 members 
Mstep: Class 20 contains 38020 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 9903 members 
Entering Unmasked Estep 
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Score: -116063904.000000 Penalty: 71542.664062
Iteration 94Q: 22 clusters Score -1.160639e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189817 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28795 members 
Mstep: Class 10 contains 218161 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 15126 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51738 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 30304 members 
Mstep: Class 18 contains 165236 members 
Mstep: Class 20 contains 38074 members 
Mstep: Class 21 contains 19883 members 
Mstep: Class 22 contains 9878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063648.000000 Penalty: 71542.664062
Iteration 95Q: 22 clusters Score -1.160636e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189772 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28622 members 
Mstep: Class 10 contains 218340 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 5699 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51804 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 18 contains 165355 members 
Mstep: Class 20 contains 38113 members 
Mstep: Class 21 contains 19894 members 
Mstep: Class 22 contains 9864 members 
Entering Unmasked Estep 
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Score: -116063720.000000 Penalty: 71542.664062
Iteration 96Q: 22 clusters Score -1.160637e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128114 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 189704 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 218531 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 15139 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51859 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30314 members 
Mstep: Class 18 contains 165465 members 
Mstep: Class 20 contains 38164 members 
Mstep: Class 21 contains 19893 members 
Mstep: Class 22 contains 9846 members 
Entering Unmasked Estep 
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Score: -116063632.000000 Penalty: 71542.664062
Iteration 97Q: 22 clusters Score -1.160636e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127947 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 189634 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28248 members 
Mstep: Class 10 contains 218725 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 15140 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51923 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30322 members 
Mstep: Class 18 contains 165552 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 19897 members 
Mstep: Class 22 contains 9833 members 
Entering Unmasked Estep 
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Score: -116063680.000000 Penalty: 71542.664062
Iteration 98Q: 22 clusters Score -1.160637e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189556 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 28091 members 
Mstep: Class 10 contains 218894 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 5684 members 
Mstep: Class 13 contains 15140 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 51978 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 165628 members 
Mstep: Class 20 contains 38288 members 
Mstep: Class 21 contains 19899 members 
Mstep: Class 22 contains 9817 members 
Entering Unmasked Estep 
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Score: -116063328.000000 Penalty: 71542.664062
Iteration 99Q: 22 clusters Score -1.160633e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127685 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189469 members 
Mstep: Class 6 contains 3388 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27922 members 
Mstep: Class 10 contains 219059 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52037 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30330 members 
Mstep: Class 18 contains 165725 members 
Mstep: Class 20 contains 38367 members 
Mstep: Class 21 contains 19893 members 
Mstep: Class 22 contains 9808 members 
Entering Unmasked Estep 
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Score: -116063176.000000 Penalty: 71542.664062
Iteration 100F: 22 clusters Score -1.160632e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127613 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 189362 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27800 members 
Mstep: Class 10 contains 219145 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52087 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30336 members 
Mstep: Class 18 contains 165822 members 
Mstep: Class 20 contains 38437 members 
Mstep: Class 21 contains 19890 members 
Mstep: Class 22 contains 9802 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.160633e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 189203 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27697 members 
Mstep: Class 10 contains 219236 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52125 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30343 members 
Mstep: Class 18 contains 165935 members 
Mstep: Class 20 contains 38502 members 
Mstep: Class 21 contains 19883 members 
Mstep: Class 22 contains 9797 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.160631e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 189031 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27547 members 
Mstep: Class 10 contains 219342 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 5697 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52154 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 30355 members 
Mstep: Class 18 contains 166054 members 
Mstep: Class 20 contains 38556 members 
Mstep: Class 21 contains 19877 members 
Mstep: Class 22 contains 9793 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.16063e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 188839 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27412 members 
Mstep: Class 10 contains 219416 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30370 members 
Mstep: Class 18 contains 166161 members 
Mstep: Class 20 contains 38611 members 
Mstep: Class 21 contains 19882 members 
Mstep: Class 22 contains 9780 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.160628e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 188621 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27315 members 
Mstep: Class 10 contains 219474 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52247 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30372 members 
Mstep: Class 18 contains 166243 members 
Mstep: Class 20 contains 38661 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 9776 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.160625e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 188408 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27233 members 
Mstep: Class 10 contains 219537 members 
Mstep: Class 11 contains 11245 members 
Mstep: Class 12 contains 5733 members 
Mstep: Class 13 contains 15135 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52302 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30373 members 
Mstep: Class 18 contains 166324 members 
Mstep: Class 20 contains 38705 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 9761 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.160625e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 188203 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27148 members 
Mstep: Class 10 contains 219572 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52351 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30368 members 
Mstep: Class 18 contains 166417 members 
Mstep: Class 20 contains 38748 members 
Mstep: Class 21 contains 19874 members 
Mstep: Class 22 contains 9743 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.160626e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 187993 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27065 members 
Mstep: Class 10 contains 219631 members 
Mstep: Class 11 contains 11246 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52390 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30364 members 
Mstep: Class 18 contains 166482 members 
Mstep: Class 20 contains 38775 members 
Mstep: Class 21 contains 19866 members 
Mstep: Class 22 contains 9728 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.160625e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 187753 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26995 members 
Mstep: Class 10 contains 219658 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52435 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30357 members 
Mstep: Class 18 contains 166537 members 
Mstep: Class 20 contains 38791 members 
Mstep: Class 21 contains 19866 members 
Mstep: Class 22 contains 9719 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.160627e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 187558 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26927 members 
Mstep: Class 10 contains 219686 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 5763 members 
Mstep: Class 13 contains 15149 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52478 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30349 members 
Mstep: Class 18 contains 166572 members 
Mstep: Class 20 contains 38806 members 
Mstep: Class 21 contains 19869 members 
Mstep: Class 22 contains 9705 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.160625e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 187368 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26877 members 
Mstep: Class 10 contains 219705 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 15145 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52500 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 166608 members 
Mstep: Class 20 contains 38820 members 
Mstep: Class 21 contains 19872 members 
Mstep: Class 22 contains 9695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062728.000000 Penalty: 71542.664062
Iteration 111Q: 22 clusters Score -1.160627e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 187192 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26831 members 
Mstep: Class 10 contains 219724 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 15142 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52523 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30344 members 
Mstep: Class 18 contains 166626 members 
Mstep: Class 20 contains 38827 members 
Mstep: Class 21 contains 19862 members 
Mstep: Class 22 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062840.000000 Penalty: 71542.664062
Iteration 112Q: 22 clusters Score -1.160628e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128609 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 186982 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26809 members 
Mstep: Class 10 contains 219723 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 5777 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52548 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30350 members 
Mstep: Class 18 contains 166665 members 
Mstep: Class 20 contains 38841 members 
Mstep: Class 21 contains 19857 members 
Mstep: Class 22 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062840.000000 Penalty: 71542.664062
Iteration 113Q: 22 clusters Score -1.160628e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 186762 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26784 members 
Mstep: Class 10 contains 219704 members 
Mstep: Class 11 contains 11320 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 15125 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52569 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30345 members 
Mstep: Class 18 contains 166693 members 
Mstep: Class 20 contains 38848 members 
Mstep: Class 21 contains 19853 members 
Mstep: Class 22 contains 9666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063072.000000 Penalty: 71542.664062
Iteration 114Q: 22 clusters Score -1.160631e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129024 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 186553 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26751 members 
Mstep: Class 10 contains 219708 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 15122 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52587 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30343 members 
Mstep: Class 18 contains 166711 members 
Mstep: Class 20 contains 38850 members 
Mstep: Class 21 contains 19852 members 
Mstep: Class 22 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063128.000000 Penalty: 71542.664062
Iteration 115Q: 22 clusters Score -1.160631e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 186311 members 
Mstep: Class 6 contains 3449 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26731 members 
Mstep: Class 10 contains 219699 members 
Mstep: Class 11 contains 11333 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 15123 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52611 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30340 members 
Mstep: Class 18 contains 166715 members 
Mstep: Class 20 contains 38854 members 
Mstep: Class 21 contains 19848 members 
Mstep: Class 22 contains 9637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063368.000000 Penalty: 71542.664062
Iteration 116Q: 22 clusters Score -1.160634e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 186015 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26727 members 
Mstep: Class 10 contains 219695 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52641 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30346 members 
Mstep: Class 18 contains 166702 members 
Mstep: Class 20 contains 38858 members 
Mstep: Class 21 contains 19855 members 
Mstep: Class 22 contains 9619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063328.000000 Penalty: 71542.664062
Iteration 117Q: 22 clusters Score -1.160633e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129791 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 185739 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26717 members 
Mstep: Class 10 contains 219688 members 
Mstep: Class 11 contains 11353 members 
Mstep: Class 12 contains 5777 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52674 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30349 members 
Mstep: Class 18 contains 166712 members 
Mstep: Class 20 contains 38865 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063168.000000 Penalty: 71542.664062
Iteration 118Q: 22 clusters Score -1.160632e+08 nChanged 897
Entering ConstructFrom: 
Score: -116063168.000000 Penalty: 71542.664062
Entering ConstructFrom: 
Trying to split cluster 1 (130030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130030 members 
Entering Unmasked Estep 
Score: -16630880.000000 Penalty: 2920.329102
	Iteration 0F: 2 clusters Score -1.663088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -16543566.000000 Penalty: 5840.658203
	Iteration 0F: 3 clusters Score -1.654357e+07 nChanged 62074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -16579557.000000 Penalty: 5840.658203
	Iteration 1F: 3 clusters Score -1.657956e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -16580669.000000 Penalty: 5840.658203
	Iteration 2Q: 3 clusters Score -1.658067e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -16582112.000000 Penalty: 5840.658203
	Iteration 3Q: 3 clusters Score -1.658211e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -16584418.000000 Penalty: 5840.658203
	Iteration 4Q: 3 clusters Score -1.658442e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -16587715.000000 Penalty: 5840.658203
	Iteration 5Q: 3 clusters Score -1.658772e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -16592871.000000 Penalty: 5840.658203
	Iteration 6F: 3 clusters Score -1.659287e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -16600268.000000 Penalty: 5840.658203
	Iteration 7F: 3 clusters Score -1.660027e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -16609539.000000 Penalty: 5840.658203
	Iteration 8F: 3 clusters Score -1.660954e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -16615995.000000 Penalty: 5840.658203
	Iteration 9F: 3 clusters Score -1.6616e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -16618119.000000 Penalty: 5840.658203
	Iteration 10Q: 3 clusters Score -1.661812e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -16618823.000000 Penalty: 5840.658203
	Iteration 11Q: 3 clusters Score -1.661882e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -16619160.000000 Penalty: 5840.658203
	Iteration 12Q: 3 clusters Score -1.661916e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -16619380.000000 Penalty: 5840.658203
	Iteration 13Q: 3 clusters Score -1.661938e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -16619589.000000 Penalty: 5840.658203
	Iteration 14Q: 3 clusters Score -1.661959e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -16619795.000000 Penalty: 5840.658203
	Iteration 15Q: 3 clusters Score -1.66198e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -16619911.000000 Penalty: 5840.658203
	Iteration 16Q: 3 clusters Score -1.661991e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -16620013.000000 Penalty: 5840.658203
	Iteration 17Q: 3 clusters Score -1.662001e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -16620163.000000 Penalty: 5840.658203
	Iteration 18Q: 3 clusters Score -1.662016e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -16620193.000000 Penalty: 5840.658203
	Iteration 19Q: 3 clusters Score -1.662019e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -16620259.000000 Penalty: 5840.658203
	Iteration 20F: 3 clusters Score -1.662026e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -16620350.000000 Penalty: 5840.658203
	Iteration 21Q: 3 clusters Score -1.662035e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -16620470.000000 Penalty: 5840.658203
	Iteration 22Q: 3 clusters Score -1.662047e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -16620616.000000 Penalty: 5840.658203
	Iteration 23Q: 3 clusters Score -1.662062e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -16620756.000000 Penalty: 5840.658203
	Iteration 24Q: 3 clusters Score -1.662076e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -16620825.000000 Penalty: 5840.658203
	Iteration 25Q: 3 clusters Score -1.662082e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -16620908.000000 Penalty: 5840.658203
	Iteration 26Q: 3 clusters Score -1.662091e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -16621016.000000 Penalty: 5840.658203
	Iteration 27Q: 3 clusters Score -1.662102e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -16621077.000000 Penalty: 5840.658203
	Iteration 28Q: 3 clusters Score -1.662108e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -16621150.000000 Penalty: 5840.658203
	Iteration 29Q: 3 clusters Score -1.662115e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -16621354.000000 Penalty: 5840.658203
	Iteration 30Q: 3 clusters Score -1.662135e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -16621538.000000 Penalty: 5840.658203
	Iteration 31Q: 3 clusters Score -1.662154e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -16621756.000000 Penalty: 5840.658203
	Iteration 32Q: 3 clusters Score -1.662176e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -16621941.000000 Penalty: 5840.658203
	Iteration 33Q: 3 clusters Score -1.662194e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -16622130.000000 Penalty: 5840.658203
	Iteration 34Q: 3 clusters Score -1.662213e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -16622293.000000 Penalty: 5840.658203
	Iteration 35Q: 3 clusters Score -1.662229e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -16622510.000000 Penalty: 5840.658203
	Iteration 36Q: 3 clusters Score -1.662251e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -16622759.000000 Penalty: 5840.658203
	Iteration 37Q: 3 clusters Score -1.662276e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -16622977.000000 Penalty: 5840.658203
	Iteration 38Q: 3 clusters Score -1.662298e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -16623185.000000 Penalty: 5840.658203
	Iteration 39Q: 3 clusters Score -1.662318e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -16623493.000000 Penalty: 5840.658203
	Iteration 40F: 3 clusters Score -1.662349e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 106187 members 
Entering Unmasked Estep 
Score: -16623789.000000 Penalty: 5840.658203
	Iteration 41Q: 3 clusters Score -1.662379e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -16624023.000000 Penalty: 5840.658203
	Iteration 42Q: 3 clusters Score -1.662402e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -16624298.000000 Penalty: 5840.658203
	Iteration 43Q: 3 clusters Score -1.66243e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -16624680.000000 Penalty: 5840.658203
	Iteration 44Q: 3 clusters Score -1.662468e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -16624915.000000 Penalty: 5840.658203
	Iteration 45Q: 3 clusters Score -1.662492e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -16625108.000000 Penalty: 5840.658203
	Iteration 46Q: 3 clusters Score -1.662511e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -16625282.000000 Penalty: 5840.658203
	Iteration 47Q: 3 clusters Score -1.662528e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -16625508.000000 Penalty: 5840.658203
	Iteration 48Q: 3 clusters Score -1.662551e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -16625715.000000 Penalty: 5840.658203
	Iteration 49Q: 3 clusters Score -1.662572e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -16625960.000000 Penalty: 5840.658203
	Iteration 50Q: 3 clusters Score -1.662596e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -16626113.000000 Penalty: 5840.658203
	Iteration 51Q: 3 clusters Score -1.662611e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -16626317.000000 Penalty: 5840.658203
	Iteration 52Q: 3 clusters Score -1.662632e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -16626528.000000 Penalty: 5840.658203
	Iteration 53Q: 3 clusters Score -1.662653e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -16626755.000000 Penalty: 5840.658203
	Iteration 54Q: 3 clusters Score -1.662676e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -16626894.000000 Penalty: 5840.658203
	Iteration 55Q: 3 clusters Score -1.662689e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -16627042.000000 Penalty: 5840.658203
	Iteration 56Q: 3 clusters Score -1.662704e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -16627183.000000 Penalty: 5840.658203
	Iteration 57Q: 3 clusters Score -1.662718e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -16627274.000000 Penalty: 5840.658203
	Iteration 58Q: 3 clusters Score -1.662727e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -16627435.000000 Penalty: 5840.658203
	Iteration 59Q: 3 clusters Score -1.662744e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -16627536.000000 Penalty: 5840.658203
	Iteration 60F: 3 clusters Score -1.662754e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -16627661.000000 Penalty: 5840.658203
	Iteration 61Q: 3 clusters Score -1.662766e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -16627775.000000 Penalty: 5840.658203
	Iteration 62Q: 3 clusters Score -1.662778e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -16627837.000000 Penalty: 5840.658203
	Iteration 63Q: 3 clusters Score -1.662784e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 124063 members 
Entering Unmasked Estep 
Score: -16627874.000000 Penalty: 5840.658203
	Iteration 64Q: 3 clusters Score -1.662787e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -16627931.000000 Penalty: 5840.658203
	Iteration 65Q: 3 clusters Score -1.662793e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -16628002.000000 Penalty: 5840.658203
	Iteration 66Q: 3 clusters Score -1.6628e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -16628061.000000 Penalty: 5840.658203
	Iteration 67Q: 3 clusters Score -1.662806e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -16628098.000000 Penalty: 5840.658203
	Iteration 68Q: 3 clusters Score -1.66281e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -16628172.000000 Penalty: 5840.658203
	Iteration 69Q: 3 clusters Score -1.662817e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -16628204.000000 Penalty: 5840.658203
	Iteration 70Q: 3 clusters Score -1.66282e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -16628250.000000 Penalty: 5840.658203
	Iteration 71Q: 3 clusters Score -1.662825e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -16628304.000000 Penalty: 5840.658203
	Iteration 72Q: 3 clusters Score -1.66283e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -16628320.000000 Penalty: 5840.658203
	Iteration 73Q: 3 clusters Score -1.662832e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -16628332.000000 Penalty: 5840.658203
	Iteration 74Q: 3 clusters Score -1.662833e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -16628352.000000 Penalty: 5840.658203
	Iteration 75Q: 3 clusters Score -1.662835e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16628402.000000 Penalty: 5840.658203
	Iteration 76Q: 3 clusters Score -1.66284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -16628446.000000 Penalty: 5840.658203
	Iteration 77Q: 3 clusters Score -1.662845e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -16628508.000000 Penalty: 5840.658203
	Iteration 78Q: 3 clusters Score -1.662851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -16628488.000000 Penalty: 5840.658203
	Iteration 79Q: 3 clusters Score -1.662849e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -16628510.000000 Penalty: 5840.658203
	Iteration 80F: 3 clusters Score -1.662851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -16628493.000000 Penalty: 5840.658203
	Iteration 81Q: 3 clusters Score -1.662849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -16628491.000000 Penalty: 5840.658203
	Iteration 82Q: 3 clusters Score -1.662849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 127120 members 
Entering Unmasked Estep 
Score: -16628492.000000 Penalty: 5840.658203
	Iteration 83Q: 3 clusters Score -1.662849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 127179 members 
Entering Unmasked Estep 
Score: -16628512.000000 Penalty: 5840.658203
	Iteration 84Q: 3 clusters Score -1.662851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -16628537.000000 Penalty: 5840.658203
	Iteration 85Q: 3 clusters Score -1.662854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 127302 members 
Entering Unmasked Estep 
Score: -16628551.000000 Penalty: 5840.658203
	Iteration 86Q: 3 clusters Score -1.662855e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 127367 members 
Entering Unmasked Estep 
Score: -16628607.000000 Penalty: 5840.658203
	Iteration 87Q: 3 clusters Score -1.662861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -16628619.000000 Penalty: 5840.658203
	Iteration 88Q: 3 clusters Score -1.662862e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -16628638.000000 Penalty: 5840.658203
	Iteration 89Q: 3 clusters Score -1.662864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -16628669.000000 Penalty: 5840.658203
	Iteration 90Q: 3 clusters Score -1.662867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -16628713.000000 Penalty: 5840.658203
	Iteration 91Q: 3 clusters Score -1.662871e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -16628709.000000 Penalty: 5840.658203
	Iteration 92Q: 3 clusters Score -1.662871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -16628728.000000 Penalty: 5840.658203
	Iteration 93Q: 3 clusters Score -1.662873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -16628726.000000 Penalty: 5840.658203
	Iteration 94Q: 3 clusters Score -1.662873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -16628742.000000 Penalty: 5840.658203
	Iteration 95Q: 3 clusters Score -1.662874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -16628733.000000 Penalty: 5840.658203
	Iteration 96Q: 3 clusters Score -1.662873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 127818 members 
Entering Unmasked Estep 
Score: -16628746.000000 Penalty: 5840.658203
	Iteration 97Q: 3 clusters Score -1.662875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -16628735.000000 Penalty: 5840.658203
	Iteration 98Q: 3 clusters Score -1.662874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -16628731.000000 Penalty: 5840.658203
	Iteration 99Q: 3 clusters Score -1.662873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 127877 members 
Entering Unmasked Estep 
Score: -16628743.000000 Penalty: 5840.658203
	Iteration 100F: 3 clusters Score -1.662874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -16628747.000000 Penalty: 5840.658203
	Iteration 101Q: 3 clusters Score -1.662875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -16628748.000000 Penalty: 5840.658203
	Iteration 102Q: 3 clusters Score -1.662875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -16628745.000000 Penalty: 5840.658203
	Iteration 103Q: 3 clusters Score -1.662874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -16628709.000000 Penalty: 5840.658203
	Iteration 104Q: 3 clusters Score -1.662871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -16628725.000000 Penalty: 5840.658203
	Iteration 105Q: 3 clusters Score -1.662872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -16628738.000000 Penalty: 5840.658203
	Iteration 106Q: 3 clusters Score -1.662874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -16628745.000000 Penalty: 5840.658203
	Iteration 107Q: 3 clusters Score -1.662874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -16628745.000000 Penalty: 5840.658203
	Iteration 108Q: 3 clusters Score -1.662874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -16628756.000000 Penalty: 5840.658203
	Iteration 109Q: 3 clusters Score -1.662876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -16628753.000000 Penalty: 5840.658203
	Iteration 110Q: 3 clusters Score -1.662875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -16628761.000000 Penalty: 5840.658203
	Iteration 111Q: 3 clusters Score -1.662876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 128190 members 
Entering Unmasked Estep 
Score: -16628762.000000 Penalty: 5840.658203
	Iteration 112Q: 3 clusters Score -1.662876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -16628769.000000 Penalty: 5840.658203
	Iteration 113Q: 3 clusters Score -1.662877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -16628786.000000 Penalty: 5840.658203
	Iteration 114Q: 3 clusters Score -1.662879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -16628794.000000 Penalty: 5840.658203
	Iteration 115Q: 3 clusters Score -1.662879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -16628789.000000 Penalty: 5840.658203
	Iteration 116Q: 3 clusters Score -1.662879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -16628792.000000 Penalty: 5840.658203
	Iteration 117Q: 3 clusters Score -1.662879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -16628806.000000 Penalty: 5840.658203
	Iteration 118Q: 3 clusters Score -1.662881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 128277 members 
Entering Unmasked Estep 
Score: -16628797.000000 Penalty: 5840.658203
	Iteration 119Q: 3 clusters Score -1.66288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -16628797.000000 Penalty: 5840.658203
	Iteration 120F: 3 clusters Score -1.66288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -16628804.000000 Penalty: 5840.658203
	Iteration 121Q: 3 clusters Score -1.66288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 128285 members 
Entering Unmasked Estep 
Score: -16628796.000000 Penalty: 5840.658203
	Iteration 122Q: 3 clusters Score -1.66288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -16628808.000000 Penalty: 5840.658203
	Iteration 123Q: 3 clusters Score -1.662881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -16628805.000000 Penalty: 5840.658203
	Iteration 124Q: 3 clusters Score -1.66288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -16628812.000000 Penalty: 5840.658203
	Iteration 125Q: 3 clusters Score -1.662881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -16628816.000000 Penalty: 5840.658203
	Iteration 126Q: 3 clusters Score -1.662882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -16628821.000000 Penalty: 5840.658203
	Iteration 127Q: 3 clusters Score -1.662882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -16628830.000000 Penalty: 5840.658203
	Iteration 128Q: 3 clusters Score -1.662883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -16628827.000000 Penalty: 5840.658203
	Iteration 129Q: 3 clusters Score -1.662883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -16628826.000000 Penalty: 5840.658203
	Iteration 130Q: 3 clusters Score -1.662883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 128336 members 
Entering Unmasked Estep 
Score: -16628826.000000 Penalty: 5840.658203
	Iteration 131Q: 3 clusters Score -1.662883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -16628836.000000 Penalty: 5840.658203
	Iteration 132Q: 3 clusters Score -1.662884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16628825.000000 Penalty: 5840.658203
	Iteration 133Q: 3 clusters Score -1.662882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16628833.000000 Penalty: 5840.658203
	Iteration 134Q: 3 clusters Score -1.662883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -16628837.000000 Penalty: 5840.658203
	Iteration 135Q: 3 clusters Score -1.662884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -16628842.000000 Penalty: 5840.658203
	Iteration 136Q: 3 clusters Score -1.662884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16628844.000000 Penalty: 5840.658203
	Iteration 137Q: 3 clusters Score -1.662884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16628844.000000 Penalty: 5840.658203
	Iteration 138F: 3 clusters Score -1.662884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -380832.187500 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -380832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -377573.218750 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -377573.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -378272.437500 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -378272.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -378416.000000 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -378416 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -378515.187500 Penalty: 3972.314453
	Iteration 3Q: 3 clusters Score -378515.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -378577.875000 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -378577.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -378609.562500 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -378609.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -378638.375000 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -378638.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378671.031250 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -378671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378704.968750 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -378705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -378731.750000 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -378731.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -378752.437500 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -378752.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -378773.968750 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -378774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -378799.562500 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -378799.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -378817.937500 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -378817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -378836.750000 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -378836.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -378854.250000 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -378854.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -378873.937500 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -378873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -378893.125000 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -378893.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -378912.187500 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -378912.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -378931.906250 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -378931.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -378944.406250 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -378944.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -378957.187500 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -378957.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -378971.437500 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -378971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -378982.375000 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -378982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -378994.250000 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -378994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -379004.437500 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -379004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -379019.000000 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -379019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -379040.375000 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -379040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -379060.156250 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -379060.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -379082.937500 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -379082.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -379103.843750 Penalty: 3972.314453
	Iteration 30Q: 3 clusters Score -379103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -379124.437500 Penalty: 3972.314453
	Iteration 31Q: 3 clusters Score -379124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379141.718750 Penalty: 3972.314453
	Iteration 32Q: 3 clusters Score -379141.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -379159.312500 Penalty: 3972.314453
	Iteration 33Q: 3 clusters Score -379159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -379178.531250 Penalty: 3972.314453
	Iteration 34Q: 3 clusters Score -379178.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -379194.437500 Penalty: 3972.314453
	Iteration 35Q: 3 clusters Score -379194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -379207.531250 Penalty: 3972.314453
	Iteration 36Q: 3 clusters Score -379207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -379217.156250 Penalty: 3972.314453
	Iteration 37Q: 3 clusters Score -379217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -379228.593750 Penalty: 3972.314453
	Iteration 38Q: 3 clusters Score -379228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -379238.968750 Penalty: 3972.314453
	Iteration 39Q: 3 clusters Score -379239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -379250.781250 Penalty: 3972.314453
	Iteration 40F: 3 clusters Score -379250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -379263.250000 Penalty: 3972.314453
	Iteration 41Q: 3 clusters Score -379263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -379270.156250 Penalty: 3972.314453
	Iteration 42Q: 3 clusters Score -379270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -379278.312500 Penalty: 3972.314453
	Iteration 43Q: 3 clusters Score -379278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -379289.250000 Penalty: 3972.314453
	Iteration 44Q: 3 clusters Score -379289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -379294.468750 Penalty: 3972.314453
	Iteration 45Q: 3 clusters Score -379294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -379298.750000 Penalty: 3972.314453
	Iteration 46Q: 3 clusters Score -379298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -379301.218750 Penalty: 3972.314453
	Iteration 47Q: 3 clusters Score -379301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -379302.500000 Penalty: 3972.314453
	Iteration 48Q: 3 clusters Score -379302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -379305.500000 Penalty: 3972.314453
	Iteration 49Q: 3 clusters Score -379305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -379309.156250 Penalty: 3972.314453
	Iteration 50Q: 3 clusters Score -379309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -379311.281250 Penalty: 3972.314453
	Iteration 51Q: 3 clusters Score -379311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -379313.500000 Penalty: 3972.314453
	Iteration 52Q: 3 clusters Score -379313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -379313.500000 Penalty: 3972.314453
	Iteration 53F: 3 clusters Score -379313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -128639.625000 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -128639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126778.093750 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -126778.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127246.179688 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -127246.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127448.914062 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -127448.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127586.367188 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -127586.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127687.968750 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -127688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127771.945312 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -127771.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127865.843750 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -127865.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127964.851562 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -127964.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128023.570312 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -128023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128068.171875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -128068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128110.062500 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -128110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128124.742188 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -128124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128134.609375 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -128134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128150.273438 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -128150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128167.843750 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -128167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128189.382812 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -128189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128201.101562 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -128201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128207.804688 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -128207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128209.617188 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -128209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128211.843750 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -128211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -128213.585938 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -128213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128214.492188 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -128214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -128215.632812 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -128215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -128215.632812 Penalty: 3458.877441
	Iteration 23F: 3 clusters Score -128215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -293102.437500 Penalty: 1934.135498
	Iteration 0F: 2 clusters Score -293102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290223.000000 Penalty: 3868.270996
	Iteration 0F: 3 clusters Score -290223 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290800.906250 Penalty: 3868.270996
	Iteration 1F: 3 clusters Score -290800.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290952.812500 Penalty: 3868.270996
	Iteration 2F: 3 clusters Score -290952.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -291014.906250 Penalty: 3868.270996
	Iteration 3Q: 3 clusters Score -291014.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -291050.062500 Penalty: 3868.270996
	Iteration 4Q: 3 clusters Score -291050.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291088.875000 Penalty: 3868.270996
	Iteration 5Q: 3 clusters Score -291088.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -291116.218750 Penalty: 3868.270996
	Iteration 6Q: 3 clusters Score -291116.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -291140.093750 Penalty: 3868.270996
	Iteration 7Q: 3 clusters Score -291140.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -291166.406250 Penalty: 3868.270996
	Iteration 8Q: 3 clusters Score -291166.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291192.750000 Penalty: 3868.270996
	Iteration 9Q: 3 clusters Score -291192.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -291219.875000 Penalty: 3868.270996
	Iteration 10Q: 3 clusters Score -291219.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -291253.750000 Penalty: 3868.270996
	Iteration 11Q: 3 clusters Score -291253.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -291294.218750 Penalty: 3868.270996
	Iteration 12Q: 3 clusters Score -291294.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -291335.000000 Penalty: 3868.270996
	Iteration 13Q: 3 clusters Score -291335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -291388.250000 Penalty: 3868.270996
	Iteration 14Q: 3 clusters Score -291388.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -291434.531250 Penalty: 3868.270996
	Iteration 15Q: 3 clusters Score -291434.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -291476.593750 Penalty: 3868.270996
	Iteration 16Q: 3 clusters Score -291476.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -291513.687500 Penalty: 3868.270996
	Iteration 17Q: 3 clusters Score -291513.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291546.781250 Penalty: 3868.270996
	Iteration 18Q: 3 clusters Score -291546.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -291572.562500 Penalty: 3868.270996
	Iteration 19Q: 3 clusters Score -291572.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -291596.125000 Penalty: 3868.270996
	Iteration 20F: 3 clusters Score -291596.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -291621.281250 Penalty: 3868.270996
	Iteration 21Q: 3 clusters Score -291621.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -291644.843750 Penalty: 3868.270996
	Iteration 22Q: 3 clusters Score -291644.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -291670.031250 Penalty: 3868.270996
	Iteration 23Q: 3 clusters Score -291670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291691.812500 Penalty: 3868.270996
	Iteration 24Q: 3 clusters Score -291691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -291715.281250 Penalty: 3868.270996
	Iteration 25Q: 3 clusters Score -291715.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291741.031250 Penalty: 3868.270996
	Iteration 26Q: 3 clusters Score -291741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -291757.656250 Penalty: 3868.270996
	Iteration 27Q: 3 clusters Score -291757.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -291772.593750 Penalty: 3868.270996
	Iteration 28Q: 3 clusters Score -291772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -291788.125000 Penalty: 3868.270996
	Iteration 29Q: 3 clusters Score -291788.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -291803.937500 Penalty: 3868.270996
	Iteration 30Q: 3 clusters Score -291803.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -291818.843750 Penalty: 3868.270996
	Iteration 31Q: 3 clusters Score -291818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291827.437500 Penalty: 3868.270996
	Iteration 32Q: 3 clusters Score -291827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -291832.937500 Penalty: 3868.270996
	Iteration 33Q: 3 clusters Score -291832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -291836.875000 Penalty: 3868.270996
	Iteration 34Q: 3 clusters Score -291836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -291841.062500 Penalty: 3868.270996
	Iteration 35Q: 3 clusters Score -291841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -291844.093750 Penalty: 3868.270996
	Iteration 36Q: 3 clusters Score -291844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -291850.875000 Penalty: 3868.270996
	Iteration 37Q: 3 clusters Score -291850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291856.968750 Penalty: 3868.270996
	Iteration 38Q: 3 clusters Score -291857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -291862.406250 Penalty: 3868.270996
	Iteration 39Q: 3 clusters Score -291862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -291871.468750 Penalty: 3868.270996
	Iteration 40F: 3 clusters Score -291871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -291877.468750 Penalty: 3868.270996
	Iteration 41Q: 3 clusters Score -291877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -291885.468750 Penalty: 3868.270996
	Iteration 42Q: 3 clusters Score -291885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -291892.968750 Penalty: 3868.270996
	Iteration 43Q: 3 clusters Score -291893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -291901.031250 Penalty: 3868.270996
	Iteration 44Q: 3 clusters Score -291901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -291911.062500 Penalty: 3868.270996
	Iteration 45Q: 3 clusters Score -291911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -291914.968750 Penalty: 3868.270996
	Iteration 46Q: 3 clusters Score -291915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -291915.937500 Penalty: 3868.270996
	Iteration 47Q: 3 clusters Score -291915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291916.218750 Penalty: 3868.270996
	Iteration 48Q: 3 clusters Score -291916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291916.218750 Penalty: 3868.270996
	Iteration 49F: 3 clusters Score -291916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185474 members 
Entering Unmasked Estep 
Score: -23649900.000000 Penalty: 3008.406006
	Iteration 0F: 2 clusters Score -2.36499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -23527136.000000 Penalty: 6016.812012
	Iteration 0F: 3 clusters Score -2.352714e+07 nChanged 89163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -23579954.000000 Penalty: 6016.812012
	Iteration 1F: 3 clusters Score -2.357995e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -23581016.000000 Penalty: 6016.812012
	Iteration 2Q: 3 clusters Score -2.358102e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -23582838.000000 Penalty: 6016.812012
	Iteration 3Q: 3 clusters Score -2.358284e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -23586148.000000 Penalty: 6016.812012
	Iteration 4Q: 3 clusters Score -2.358615e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -23592266.000000 Penalty: 6016.812012
	Iteration 5F: 3 clusters Score -2.359227e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -23602436.000000 Penalty: 6016.812012
	Iteration 6F: 3 clusters Score -2.360244e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -23615966.000000 Penalty: 6016.812012
	Iteration 7F: 3 clusters Score -2.361597e+07 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -23628522.000000 Penalty: 6016.812012
	Iteration 8F: 3 clusters Score -2.362852e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -23636356.000000 Penalty: 6016.812012
	Iteration 9Q: 3 clusters Score -2.363636e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173006 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -23640992.000000 Penalty: 6016.812012
	Iteration 10Q: 3 clusters Score -2.364099e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -23643986.000000 Penalty: 6016.812012
	Iteration 11Q: 3 clusters Score -2.364399e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177792 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -23645836.000000 Penalty: 6016.812012
	Iteration 12Q: 3 clusters Score -2.364584e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -23646878.000000 Penalty: 6016.812012
	Iteration 13Q: 3 clusters Score -2.364688e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179614 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -23647434.000000 Penalty: 6016.812012
	Iteration 14Q: 3 clusters Score -2.364743e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -23647786.000000 Penalty: 6016.812012
	Iteration 15Q: 3 clusters Score -2.364779e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180507 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -23647906.000000 Penalty: 6016.812012
	Iteration 16Q: 3 clusters Score -2.364791e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -23648050.000000 Penalty: 6016.812012
	Iteration 17Q: 3 clusters Score -2.364805e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -23648012.000000 Penalty: 6016.812012
	Iteration 18Q: 3 clusters Score -2.364801e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -23648092.000000 Penalty: 6016.812012
	Iteration 19Q: 3 clusters Score -2.364809e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181455 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -23648150.000000 Penalty: 6016.812012
	Iteration 20F: 3 clusters Score -2.364815e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181630 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -23648126.000000 Penalty: 6016.812012
	Iteration 21Q: 3 clusters Score -2.364813e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -23648198.000000 Penalty: 6016.812012
	Iteration 22Q: 3 clusters Score -2.36482e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -23648170.000000 Penalty: 6016.812012
	Iteration 23Q: 3 clusters Score -2.364817e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -23648146.000000 Penalty: 6016.812012
	Iteration 24Q: 3 clusters Score -2.364815e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -23648152.000000 Penalty: 6016.812012
	Iteration 25Q: 3 clusters Score -2.364815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182124 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -23648150.000000 Penalty: 6016.812012
	Iteration 26Q: 3 clusters Score -2.364815e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182177 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -23648104.000000 Penalty: 6016.812012
	Iteration 27Q: 3 clusters Score -2.36481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182235 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -23648108.000000 Penalty: 6016.812012
	Iteration 28Q: 3 clusters Score -2.364811e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23648128.000000 Penalty: 6016.812012
	Iteration 29Q: 3 clusters Score -2.364813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -23648112.000000 Penalty: 6016.812012
	Iteration 30Q: 3 clusters Score -2.364811e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 31Q: 3 clusters Score -2.364809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182434 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -23648084.000000 Penalty: 6016.812012
	Iteration 32Q: 3 clusters Score -2.364808e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182483 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -23648074.000000 Penalty: 6016.812012
	Iteration 33Q: 3 clusters Score -2.364807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182520 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -23648102.000000 Penalty: 6016.812012
	Iteration 34Q: 3 clusters Score -2.36481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -23648100.000000 Penalty: 6016.812012
	Iteration 35Q: 3 clusters Score -2.36481e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -23648084.000000 Penalty: 6016.812012
	Iteration 36Q: 3 clusters Score -2.364808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -23648112.000000 Penalty: 6016.812012
	Iteration 37Q: 3 clusters Score -2.364811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182655 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -23648100.000000 Penalty: 6016.812012
	Iteration 38Q: 3 clusters Score -2.36481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182693 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -23648106.000000 Penalty: 6016.812012
	Iteration 39Q: 3 clusters Score -2.364811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182718 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -23648124.000000 Penalty: 6016.812012
	Iteration 40F: 3 clusters Score -2.364812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -23648122.000000 Penalty: 6016.812012
	Iteration 41Q: 3 clusters Score -2.364812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182766 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -23648132.000000 Penalty: 6016.812012
	Iteration 42Q: 3 clusters Score -2.364813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182792 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23648112.000000 Penalty: 6016.812012
	Iteration 43Q: 3 clusters Score -2.364811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182807 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23648090.000000 Penalty: 6016.812012
	Iteration 44Q: 3 clusters Score -2.364809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182824 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -23648080.000000 Penalty: 6016.812012
	Iteration 45Q: 3 clusters Score -2.364808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182838 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -23648074.000000 Penalty: 6016.812012
	Iteration 46Q: 3 clusters Score -2.364807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 47Q: 3 clusters Score -2.364809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182852 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 48Q: 3 clusters Score -2.364809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 49Q: 3 clusters Score -2.364809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 50Q: 3 clusters Score -2.364809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182875 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 51Q: 3 clusters Score -2.364809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -23648062.000000 Penalty: 6016.812012
	Iteration 52Q: 3 clusters Score -2.364806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182894 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -23648062.000000 Penalty: 6016.812012
	Iteration 53Q: 3 clusters Score -2.364806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182902 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23648076.000000 Penalty: 6016.812012
	Iteration 54Q: 3 clusters Score -2.364808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -23648084.000000 Penalty: 6016.812012
	Iteration 55Q: 3 clusters Score -2.364808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -23648074.000000 Penalty: 6016.812012
	Iteration 56Q: 3 clusters Score -2.364807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182911 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23648074.000000 Penalty: 6016.812012
	Iteration 57Q: 3 clusters Score -2.364807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23648084.000000 Penalty: 6016.812012
	Iteration 58Q: 3 clusters Score -2.364808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182913 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23648100.000000 Penalty: 6016.812012
	Iteration 59Q: 3 clusters Score -2.36481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23648090.000000 Penalty: 6016.812012
	Iteration 60F: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182915 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 61Q: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 62Q: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182917 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 63Q: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23648096.000000 Penalty: 6016.812012
	Iteration 64Q: 3 clusters Score -2.36481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182920 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -23648082.000000 Penalty: 6016.812012
	Iteration 65Q: 3 clusters Score -2.364808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182922 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23648082.000000 Penalty: 6016.812012
	Iteration 66Q: 3 clusters Score -2.364808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182925 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23648090.000000 Penalty: 6016.812012
	Iteration 67Q: 3 clusters Score -2.364809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 68Q: 3 clusters Score -2.364809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -23648092.000000 Penalty: 6016.812012
	Iteration 69Q: 3 clusters Score -2.364809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182933 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -23648098.000000 Penalty: 6016.812012
	Iteration 70Q: 3 clusters Score -2.36481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -23648088.000000 Penalty: 6016.812012
	Iteration 71Q: 3 clusters Score -2.364809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23648060.000000 Penalty: 6016.812012
	Iteration 72Q: 3 clusters Score -2.364806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -23648060.000000 Penalty: 6016.812012
	Iteration 73Q: 3 clusters Score -2.364806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -23648076.000000 Penalty: 6016.812012
	Iteration 74Q: 3 clusters Score -2.364808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -23648082.000000 Penalty: 6016.812012
	Iteration 75Q: 3 clusters Score -2.364808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23648084.000000 Penalty: 6016.812012
	Iteration 76Q: 3 clusters Score -2.364808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -23648090.000000 Penalty: 6016.812012
	Iteration 77Q: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -23648074.000000 Penalty: 6016.812012
	Iteration 78Q: 3 clusters Score -2.364807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23648086.000000 Penalty: 6016.812012
	Iteration 79Q: 3 clusters Score -2.364809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182949 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23648080.000000 Penalty: 6016.812012
	Iteration 80F: 3 clusters Score -2.364808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -23648070.000000 Penalty: 6016.812012
	Iteration 81Q: 3 clusters Score -2.364807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -23648070.000000 Penalty: 6016.812012
	Iteration 82F: 3 clusters Score -2.364807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -420832.312500 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -420832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -417324.750000 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -417324.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -418078.781250 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -418078.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -418244.562500 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -418244.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -418348.375000 Penalty: 4041.054932
	Iteration 3Q: 3 clusters Score -418348.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -418440.687500 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -418440.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -418511.281250 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -418511.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -418576.781250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -418576.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -418650.281250 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -418650.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -418708.781250 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -418708.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -418763.343750 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -418763.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -418818.000000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -418818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -418858.531250 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -418858.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -418889.062500 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -418889.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -418908.781250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -418908.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -418929.468750 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -418929.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418949.656250 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -418949.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -418965.875000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -418965.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -418990.281250 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -418990.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -419018.218750 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -419018.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -419040.531250 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -419040.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -419059.937500 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -419059.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -419077.000000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -419077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -419090.312500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -419090.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419108.718750 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -419108.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -419125.656250 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -419125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -419136.062500 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -419136.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -419145.812500 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -419145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -419149.843750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -419149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -419156.031250 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -419156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -419161.437500 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -419161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -419166.750000 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -419166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -419172.875000 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -419172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -419174.593750 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -419174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -419178.000000 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -419178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -419179.906250 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -419179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -419182.093750 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -419182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -419183.812500 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -419183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -419185.718750 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -419185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -419187.281250 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -419187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -419189.531250 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -419189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -419191.031250 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -419191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -419191.437500 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -419191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -419192.000000 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -419192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -419192.187500 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -419192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -419192.875000 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -419192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -419193.843750 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -419193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -419194.031250 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -419194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -419195.062500 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -419195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -419195.312500 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -419195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -419195.312500 Penalty: 4041.054932
	Iteration 49F: 3 clusters Score -419195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -29452.847656 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -29452.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28221.130859 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -28221.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28361.330078 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -28361.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28391.562500 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -28391.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28391.562500 Penalty: 2761.898926
	Iteration 3F: 3 clusters Score -28391.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -26161.531250 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -26161.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24932.437500 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24932.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25050.478516 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -25050.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25097.468750 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -25097.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25124.205078 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -25124.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25153.349609 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -25153.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25164.814453 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -25164.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25164.814453 Penalty: 2750.407959
	Iteration 6F: 3 clusters Score -25164.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Entering Unmasked Estep 
Score: -3420331.750000 Penalty: 2527.701172
	Iteration 0F: 2 clusters Score -3420332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3401976.750000 Penalty: 5055.402344
	Iteration 0F: 3 clusters Score -3401977 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3408486.500000 Penalty: 5055.402344
	Iteration 1F: 3 clusters Score -3408486 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3408964.750000 Penalty: 5055.402344
	Iteration 2F: 3 clusters Score -3408965 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3409367.500000 Penalty: 5055.402344
	Iteration 3Q: 3 clusters Score -3409368 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3409782.750000 Penalty: 5055.402344
	Iteration 4Q: 3 clusters Score -3409783 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3410247.250000 Penalty: 5055.402344
	Iteration 5Q: 3 clusters Score -3410247 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3410824.000000 Penalty: 5055.402344
	Iteration 6Q: 3 clusters Score -3410824 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3411627.250000 Penalty: 5055.402344
	Iteration 7F: 3 clusters Score -3411627 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3412626.750000 Penalty: 5055.402344
	Iteration 8F: 3 clusters Score -3412627 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3413752.250000 Penalty: 5055.402344
	Iteration 9F: 3 clusters Score -3413752 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3414938.250000 Penalty: 5055.402344
	Iteration 10F: 3 clusters Score -3414938 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3416028.250000 Penalty: 5055.402344
	Iteration 11Q: 3 clusters Score -3416028 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3416781.500000 Penalty: 5055.402344
	Iteration 12Q: 3 clusters Score -3416782 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3417273.500000 Penalty: 5055.402344
	Iteration 13Q: 3 clusters Score -3417274 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3417571.000000 Penalty: 5055.402344
	Iteration 14Q: 3 clusters Score -3417571 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3417753.500000 Penalty: 5055.402344
	Iteration 15Q: 3 clusters Score -3417754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3417862.500000 Penalty: 5055.402344
	Iteration 16Q: 3 clusters Score -3417862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3417937.500000 Penalty: 5055.402344
	Iteration 17Q: 3 clusters Score -3417938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3417977.000000 Penalty: 5055.402344
	Iteration 18Q: 3 clusters Score -3417977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3418004.250000 Penalty: 5055.402344
	Iteration 19Q: 3 clusters Score -3418004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3418019.500000 Penalty: 5055.402344
	Iteration 20F: 3 clusters Score -3418020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3418027.000000 Penalty: 5055.402344
	Iteration 21Q: 3 clusters Score -3418027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3418045.750000 Penalty: 5055.402344
	Iteration 22Q: 3 clusters Score -3418046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3418052.250000 Penalty: 5055.402344
	Iteration 23Q: 3 clusters Score -3418052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3418053.000000 Penalty: 5055.402344
	Iteration 24Q: 3 clusters Score -3418053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3418065.000000 Penalty: 5055.402344
	Iteration 25Q: 3 clusters Score -3418065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3418066.250000 Penalty: 5055.402344
	Iteration 26Q: 3 clusters Score -3418066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3418071.000000 Penalty: 5055.402344
	Iteration 27Q: 3 clusters Score -3418071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3418078.250000 Penalty: 5055.402344
	Iteration 28Q: 3 clusters Score -3418078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3418080.250000 Penalty: 5055.402344
	Iteration 29Q: 3 clusters Score -3418080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3418083.250000 Penalty: 5055.402344
	Iteration 30Q: 3 clusters Score -3418083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3418086.250000 Penalty: 5055.402344
	Iteration 31Q: 3 clusters Score -3418086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3418084.500000 Penalty: 5055.402344
	Iteration 32Q: 3 clusters Score -3418084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3418085.000000 Penalty: 5055.402344
	Iteration 33Q: 3 clusters Score -3418085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3418085.000000 Penalty: 5055.402344
	Iteration 34F: 3 clusters Score -3418085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (219692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219692 members 
Entering Unmasked Estep 
Score: -28143522.000000 Penalty: 3050.395508
	Iteration 0F: 2 clusters Score -2.814352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 109926 members 
Entering Unmasked Estep 
Score: -28040280.000000 Penalty: 6100.791016
	Iteration 0F: 3 clusters Score -2.804028e+07 nChanged 105942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
Score: -28102100.000000 Penalty: 6100.791016
	Iteration 1F: 3 clusters Score -2.81021e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -28102834.000000 Penalty: 6100.791016
	Iteration 2Q: 3 clusters Score -2.810283e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108403 members 
Mstep: Class 2 contains 111289 members 
Entering Unmasked Estep 
Score: -28103468.000000 Penalty: 6100.791016
	Iteration 3Q: 3 clusters Score -2.810347e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -28104432.000000 Penalty: 6100.791016
	Iteration 4Q: 3 clusters Score -2.810443e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -28105316.000000 Penalty: 6100.791016
	Iteration 5Q: 3 clusters Score -2.810532e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -28106340.000000 Penalty: 6100.791016
	Iteration 6Q: 3 clusters Score -2.810634e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 116731 members 
Entering Unmasked Estep 
Score: -28108020.000000 Penalty: 6100.791016
	Iteration 7Q: 3 clusters Score -2.810802e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
Score: -28110316.000000 Penalty: 6100.791016
	Iteration 8Q: 3 clusters Score -2.811032e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -28114508.000000 Penalty: 6100.791016
	Iteration 9Q: 3 clusters Score -2.811451e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -28120304.000000 Penalty: 6100.791016
	Iteration 10F: 3 clusters Score -2.81203e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -28129412.000000 Penalty: 6100.791016
	Iteration 11F: 3 clusters Score -2.812941e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 133579 members 
Entering Unmasked Estep 
Score: -28139002.000000 Penalty: 6100.791016
	Iteration 12F: 3 clusters Score -2.8139e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -28144398.000000 Penalty: 6100.791016
	Iteration 13F: 3 clusters Score -2.81444e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 134142 members 
Entering Unmasked Estep 
Score: -28146072.000000 Penalty: 6100.791016
	Iteration 14Q: 3 clusters Score -2.814607e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 134148 members 
Entering Unmasked Estep 
Score: -28146328.000000 Penalty: 6100.791016
	Iteration 15Q: 3 clusters Score -2.814633e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -28146234.000000 Penalty: 6100.791016
	Iteration 16Q: 3 clusters Score -2.814623e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -28146368.000000 Penalty: 6100.791016
	Iteration 17Q: 3 clusters Score -2.814637e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 133855 members 
Entering Unmasked Estep 
Score: -28146166.000000 Penalty: 6100.791016
	Iteration 18Q: 3 clusters Score -2.814617e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -28146272.000000 Penalty: 6100.791016
	Iteration 19Q: 3 clusters Score -2.814627e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -28146292.000000 Penalty: 6100.791016
	Iteration 20F: 3 clusters Score -2.814629e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 133032 members 
Entering Unmasked Estep 
Score: -28146128.000000 Penalty: 6100.791016
	Iteration 21Q: 3 clusters Score -2.814613e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -28145934.000000 Penalty: 6100.791016
	Iteration 22Q: 3 clusters Score -2.814593e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -28145946.000000 Penalty: 6100.791016
	Iteration 23Q: 3 clusters Score -2.814595e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 131611 members 
Entering Unmasked Estep 
Score: -28145976.000000 Penalty: 6100.791016
	Iteration 24Q: 3 clusters Score -2.814598e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -28146062.000000 Penalty: 6100.791016
	Iteration 25Q: 3 clusters Score -2.814606e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 130369 members 
Entering Unmasked Estep 
Score: -28145996.000000 Penalty: 6100.791016
	Iteration 26Q: 3 clusters Score -2.8146e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 129643 members 
Entering Unmasked Estep 
Score: -28145940.000000 Penalty: 6100.791016
	Iteration 27Q: 3 clusters Score -2.814594e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 128758 members 
Entering Unmasked Estep 
Score: -28145962.000000 Penalty: 6100.791016
	Iteration 28Q: 3 clusters Score -2.814596e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -28145942.000000 Penalty: 6100.791016
	Iteration 29Q: 3 clusters Score -2.814594e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 126546 members 
Entering Unmasked Estep 
Score: -28146108.000000 Penalty: 6100.791016
	Iteration 30Q: 3 clusters Score -2.814611e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -28146010.000000 Penalty: 6100.791016
	Iteration 31Q: 3 clusters Score -2.814601e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 123776 members 
Entering Unmasked Estep 
Score: -28146204.000000 Penalty: 6100.791016
	Iteration 32Q: 3 clusters Score -2.81462e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 122189 members 
Entering Unmasked Estep 
Score: -28146328.000000 Penalty: 6100.791016
	Iteration 33Q: 3 clusters Score -2.814633e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -28146446.000000 Penalty: 6100.791016
	Iteration 34Q: 3 clusters Score -2.814645e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -28146544.000000 Penalty: 6100.791016
	Iteration 35Q: 3 clusters Score -2.814654e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -28146692.000000 Penalty: 6100.791016
	Iteration 36Q: 3 clusters Score -2.814669e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -28146886.000000 Penalty: 6100.791016
	Iteration 37Q: 3 clusters Score -2.814689e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -28147230.000000 Penalty: 6100.791016
	Iteration 38Q: 3 clusters Score -2.814723e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -28147330.000000 Penalty: 6100.791016
	Iteration 39Q: 3 clusters Score -2.814733e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -28147736.000000 Penalty: 6100.791016
	Iteration 40F: 3 clusters Score -2.814774e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -28147958.000000 Penalty: 6100.791016
	Iteration 41Q: 3 clusters Score -2.814796e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -28148500.000000 Penalty: 6100.791016
	Iteration 42Q: 3 clusters Score -2.81485e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -28149216.000000 Penalty: 6100.791016
	Iteration 43Q: 3 clusters Score -2.814922e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125908 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -28149954.000000 Penalty: 6100.791016
	Iteration 44Q: 3 clusters Score -2.814995e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129227 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -28150690.000000 Penalty: 6100.791016
	Iteration 45Q: 3 clusters Score -2.815069e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -28151694.000000 Penalty: 6100.791016
	Iteration 46Q: 3 clusters Score -2.815169e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135900 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -28152766.000000 Penalty: 6100.791016
	Iteration 47Q: 3 clusters Score -2.815277e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -28153832.000000 Penalty: 6100.791016
	Iteration 48Q: 3 clusters Score -2.815383e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -28154790.000000 Penalty: 6100.791016
	Iteration 49Q: 3 clusters Score -2.815479e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -28155700.000000 Penalty: 6100.791016
	Iteration 50Q: 3 clusters Score -2.81557e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -28156080.000000 Penalty: 6100.791016
	Iteration 51Q: 3 clusters Score -2.815608e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -28156628.000000 Penalty: 6100.791016
	Iteration 52Q: 3 clusters Score -2.815663e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -28156682.000000 Penalty: 6100.791016
	Iteration 53Q: 3 clusters Score -2.815668e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156537 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -28156792.000000 Penalty: 6100.791016
	Iteration 54Q: 3 clusters Score -2.815679e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -28156862.000000 Penalty: 6100.791016
	Iteration 55Q: 3 clusters Score -2.815686e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -28156916.000000 Penalty: 6100.791016
	Iteration 56Q: 3 clusters Score -2.815692e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -28156802.000000 Penalty: 6100.791016
	Iteration 57Q: 3 clusters Score -2.81568e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -28156766.000000 Penalty: 6100.791016
	Iteration 58Q: 3 clusters Score -2.815677e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164886 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -28156664.000000 Penalty: 6100.791016
	Iteration 59Q: 3 clusters Score -2.815666e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -28157114.000000 Penalty: 6100.791016
	Iteration 60F: 3 clusters Score -2.815711e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167221 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -28157214.000000 Penalty: 6100.791016
	Iteration 61Q: 3 clusters Score -2.815721e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -28157286.000000 Penalty: 6100.791016
	Iteration 62Q: 3 clusters Score -2.815729e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -28157250.000000 Penalty: 6100.791016
	Iteration 63Q: 3 clusters Score -2.815725e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -28157296.000000 Penalty: 6100.791016
	Iteration 64Q: 3 clusters Score -2.81573e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -28157230.000000 Penalty: 6100.791016
	Iteration 65Q: 3 clusters Score -2.815723e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171969 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -28157104.000000 Penalty: 6100.791016
	Iteration 66Q: 3 clusters Score -2.81571e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -28156914.000000 Penalty: 6100.791016
	Iteration 67Q: 3 clusters Score -2.815691e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -28156794.000000 Penalty: 6100.791016
	Iteration 68Q: 3 clusters Score -2.815679e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173076 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -28156698.000000 Penalty: 6100.791016
	Iteration 69Q: 3 clusters Score -2.81567e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -28156858.000000 Penalty: 6100.791016
	Iteration 70Q: 3 clusters Score -2.815686e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -28156982.000000 Penalty: 6100.791016
	Iteration 71Q: 3 clusters Score -2.815698e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -28157062.000000 Penalty: 6100.791016
	Iteration 72Q: 3 clusters Score -2.815706e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173798 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -28157294.000000 Penalty: 6100.791016
	Iteration 73Q: 3 clusters Score -2.815729e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -28157290.000000 Penalty: 6100.791016
	Iteration 74Q: 3 clusters Score -2.815729e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173885 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -28157328.000000 Penalty: 6100.791016
	Iteration 75Q: 3 clusters Score -2.815733e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -28157510.000000 Penalty: 6100.791016
	Iteration 76Q: 3 clusters Score -2.815751e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -28157528.000000 Penalty: 6100.791016
	Iteration 77Q: 3 clusters Score -2.815753e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -28157618.000000 Penalty: 6100.791016
	Iteration 78Q: 3 clusters Score -2.815762e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174311 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -28157710.000000 Penalty: 6100.791016
	Iteration 79Q: 3 clusters Score -2.815771e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -28157710.000000 Penalty: 6100.791016
	Iteration 80F: 3 clusters Score -2.815771e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -28157714.000000 Penalty: 6100.791016
	Iteration 81Q: 3 clusters Score -2.815771e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -28157706.000000 Penalty: 6100.791016
	Iteration 82Q: 3 clusters Score -2.815771e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174982 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -28157698.000000 Penalty: 6100.791016
	Iteration 83Q: 3 clusters Score -2.81577e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -28157678.000000 Penalty: 6100.791016
	Iteration 84Q: 3 clusters Score -2.815768e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -28157684.000000 Penalty: 6100.791016
	Iteration 85Q: 3 clusters Score -2.815768e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175482 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -28157714.000000 Penalty: 6100.791016
	Iteration 86Q: 3 clusters Score -2.815771e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -28157746.000000 Penalty: 6100.791016
	Iteration 87Q: 3 clusters Score -2.815775e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175793 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -28157660.000000 Penalty: 6100.791016
	Iteration 88Q: 3 clusters Score -2.815766e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175933 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -28157592.000000 Penalty: 6100.791016
	Iteration 89Q: 3 clusters Score -2.815759e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -28157558.000000 Penalty: 6100.791016
	Iteration 90Q: 3 clusters Score -2.815756e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176195 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -28157606.000000 Penalty: 6100.791016
	Iteration 91Q: 3 clusters Score -2.815761e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -28157608.000000 Penalty: 6100.791016
	Iteration 92Q: 3 clusters Score -2.815761e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -28157622.000000 Penalty: 6100.791016
	Iteration 93Q: 3 clusters Score -2.815762e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -28157622.000000 Penalty: 6100.791016
	Iteration 94Q: 3 clusters Score -2.815762e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176666 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -28157528.000000 Penalty: 6100.791016
	Iteration 95Q: 3 clusters Score -2.815753e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176755 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -28157496.000000 Penalty: 6100.791016
	Iteration 96Q: 3 clusters Score -2.81575e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -28157468.000000 Penalty: 6100.791016
	Iteration 97Q: 3 clusters Score -2.815747e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176932 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -28157478.000000 Penalty: 6100.791016
	Iteration 98Q: 3 clusters Score -2.815748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -28157446.000000 Penalty: 6100.791016
	Iteration 99Q: 3 clusters Score -2.815745e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -28157408.000000 Penalty: 6100.791016
	Iteration 100F: 3 clusters Score -2.815741e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -28157400.000000 Penalty: 6100.791016
	Iteration 101Q: 3 clusters Score -2.81574e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177224 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -28157362.000000 Penalty: 6100.791016
	Iteration 102Q: 3 clusters Score -2.815736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -28157368.000000 Penalty: 6100.791016
	Iteration 103Q: 3 clusters Score -2.815737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177314 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -28157344.000000 Penalty: 6100.791016
	Iteration 104Q: 3 clusters Score -2.815734e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -28157386.000000 Penalty: 6100.791016
	Iteration 105Q: 3 clusters Score -2.815739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177405 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -28157346.000000 Penalty: 6100.791016
	Iteration 106Q: 3 clusters Score -2.815735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177452 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -28157376.000000 Penalty: 6100.791016
	Iteration 107Q: 3 clusters Score -2.815738e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -28157370.000000 Penalty: 6100.791016
	Iteration 108Q: 3 clusters Score -2.815737e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177566 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -28157362.000000 Penalty: 6100.791016
	Iteration 109Q: 3 clusters Score -2.815736e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177626 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -28157352.000000 Penalty: 6100.791016
	Iteration 110Q: 3 clusters Score -2.815735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -28157348.000000 Penalty: 6100.791016
	Iteration 111Q: 3 clusters Score -2.815735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177732 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -28157334.000000 Penalty: 6100.791016
	Iteration 112Q: 3 clusters Score -2.815733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177787 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -28157300.000000 Penalty: 6100.791016
	Iteration 113Q: 3 clusters Score -2.81573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177834 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -28157322.000000 Penalty: 6100.791016
	Iteration 114Q: 3 clusters Score -2.815732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -28157336.000000 Penalty: 6100.791016
	Iteration 115Q: 3 clusters Score -2.815734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177930 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -28157320.000000 Penalty: 6100.791016
	Iteration 116Q: 3 clusters Score -2.815732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -28157282.000000 Penalty: 6100.791016
	Iteration 117Q: 3 clusters Score -2.815728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -28157304.000000 Penalty: 6100.791016
	Iteration 118Q: 3 clusters Score -2.81573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -28157276.000000 Penalty: 6100.791016
	Iteration 119Q: 3 clusters Score -2.815728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178129 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -28157238.000000 Penalty: 6100.791016
	Iteration 120F: 3 clusters Score -2.815724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178163 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -28157202.000000 Penalty: 6100.791016
	Iteration 121Q: 3 clusters Score -2.81572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178199 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -28157180.000000 Penalty: 6100.791016
	Iteration 122Q: 3 clusters Score -2.815718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -28157182.000000 Penalty: 6100.791016
	Iteration 123Q: 3 clusters Score -2.815718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -28157182.000000 Penalty: 6100.791016
	Iteration 124Q: 3 clusters Score -2.815718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178287 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -28157160.000000 Penalty: 6100.791016
	Iteration 125Q: 3 clusters Score -2.815716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -28157128.000000 Penalty: 6100.791016
	Iteration 126Q: 3 clusters Score -2.815713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178327 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -28157132.000000 Penalty: 6100.791016
	Iteration 127Q: 3 clusters Score -2.815713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -28157158.000000 Penalty: 6100.791016
	Iteration 128Q: 3 clusters Score -2.815716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -28157146.000000 Penalty: 6100.791016
	Iteration 129Q: 3 clusters Score -2.815715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -28157114.000000 Penalty: 6100.791016
	Iteration 130Q: 3 clusters Score -2.815711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -28157094.000000 Penalty: 6100.791016
	Iteration 131Q: 3 clusters Score -2.815709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -28157086.000000 Penalty: 6100.791016
	Iteration 132Q: 3 clusters Score -2.815709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178473 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -28157088.000000 Penalty: 6100.791016
	Iteration 133Q: 3 clusters Score -2.815709e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -28157056.000000 Penalty: 6100.791016
	Iteration 134Q: 3 clusters Score -2.815706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -28157054.000000 Penalty: 6100.791016
	Iteration 135Q: 3 clusters Score -2.815705e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -28157014.000000 Penalty: 6100.791016
	Iteration 136Q: 3 clusters Score -2.815701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -28157002.000000 Penalty: 6100.791016
	Iteration 137Q: 3 clusters Score -2.8157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178678 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -28157020.000000 Penalty: 6100.791016
	Iteration 138Q: 3 clusters Score -2.815702e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -28157008.000000 Penalty: 6100.791016
	Iteration 139Q: 3 clusters Score -2.815701e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -28157022.000000 Penalty: 6100.791016
	Iteration 140F: 3 clusters Score -2.815702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178788 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -28156992.000000 Penalty: 6100.791016
	Iteration 141Q: 3 clusters Score -2.815699e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178828 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -28156992.000000 Penalty: 6100.791016
	Iteration 142Q: 3 clusters Score -2.815699e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -28157026.000000 Penalty: 6100.791016
	Iteration 143Q: 3 clusters Score -2.815703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178906 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -28157020.000000 Penalty: 6100.791016
	Iteration 144Q: 3 clusters Score -2.815702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178938 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -28157016.000000 Penalty: 6100.791016
	Iteration 145Q: 3 clusters Score -2.815702e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178977 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -28156964.000000 Penalty: 6100.791016
	Iteration 146Q: 3 clusters Score -2.815696e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -28156940.000000 Penalty: 6100.791016
	Iteration 147Q: 3 clusters Score -2.815694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -28156922.000000 Penalty: 6100.791016
	Iteration 148Q: 3 clusters Score -2.815692e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -28156938.000000 Penalty: 6100.791016
	Iteration 149Q: 3 clusters Score -2.815694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179102 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -28156946.000000 Penalty: 6100.791016
	Iteration 150Q: 3 clusters Score -2.815695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -28156904.000000 Penalty: 6100.791016
	Iteration 151Q: 3 clusters Score -2.81569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179169 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -28156886.000000 Penalty: 6100.791016
	Iteration 152Q: 3 clusters Score -2.815689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -28156878.000000 Penalty: 6100.791016
	Iteration 153Q: 3 clusters Score -2.815688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -28156854.000000 Penalty: 6100.791016
	Iteration 154Q: 3 clusters Score -2.815685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -28156848.000000 Penalty: 6100.791016
	Iteration 155Q: 3 clusters Score -2.815685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -28156842.000000 Penalty: 6100.791016
	Iteration 156Q: 3 clusters Score -2.815684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -28156808.000000 Penalty: 6100.791016
	Iteration 157Q: 3 clusters Score -2.815681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -28156784.000000 Penalty: 6100.791016
	Iteration 158Q: 3 clusters Score -2.815678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -28156796.000000 Penalty: 6100.791016
	Iteration 159Q: 3 clusters Score -2.81568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -28156750.000000 Penalty: 6100.791016
	Iteration 160F: 3 clusters Score -2.815675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -28156742.000000 Penalty: 6100.791016
	Iteration 161Q: 3 clusters Score -2.815674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -28156688.000000 Penalty: 6100.791016
	Iteration 162Q: 3 clusters Score -2.815669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179606 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -28156672.000000 Penalty: 6100.791016
	Iteration 163Q: 3 clusters Score -2.815667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -28156658.000000 Penalty: 6100.791016
	Iteration 164Q: 3 clusters Score -2.815666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -28156632.000000 Penalty: 6100.791016
	Iteration 165Q: 3 clusters Score -2.815663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -28156658.000000 Penalty: 6100.791016
	Iteration 166Q: 3 clusters Score -2.815666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -28156658.000000 Penalty: 6100.791016
	Iteration 167Q: 3 clusters Score -2.815666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179718 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -28156644.000000 Penalty: 6100.791016
	Iteration 168Q: 3 clusters Score -2.815664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179741 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -28156634.000000 Penalty: 6100.791016
	Iteration 169Q: 3 clusters Score -2.815663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -28156646.000000 Penalty: 6100.791016
	Iteration 170Q: 3 clusters Score -2.815665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179769 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -28156638.000000 Penalty: 6100.791016
	Iteration 171Q: 3 clusters Score -2.815664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -28156620.000000 Penalty: 6100.791016
	Iteration 172Q: 3 clusters Score -2.815662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179786 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -28156618.000000 Penalty: 6100.791016
	Iteration 173Q: 3 clusters Score -2.815662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179792 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -28156590.000000 Penalty: 6100.791016
	Iteration 174Q: 3 clusters Score -2.815659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -28156604.000000 Penalty: 6100.791016
	Iteration 175Q: 3 clusters Score -2.81566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179794 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -28156604.000000 Penalty: 6100.791016
	Iteration 176F: 3 clusters Score -2.81566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 185474 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26698 members 
Mstep: Class 10 contains 179794 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52712 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 166734 members 
Mstep: Class 19 contains 39898 members 
Mstep: Class 20 contains 38872 members 
Mstep: Class 21 contains 19854 members 
Mstep: Class 22 contains 9595 members 
Entering Unmasked Estep 
Score: -116074880.000000 Penalty: 74949.453125
Splitting cluster 10 changes total score from -116063168.000000 to -116074880.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -1367986.750000 Penalty: 2315.678711
	Iteration 0F: 2 clusters Score -1367987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1359346.125000 Penalty: 4631.357422
	Iteration 0F: 3 clusters Score -1359346 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1361892.625000 Penalty: 4631.357422
	Iteration 1F: 3 clusters Score -1361893 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1362179.500000 Penalty: 4631.357422
	Iteration 2F: 3 clusters Score -1362180 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1362390.000000 Penalty: 4631.357422
	Iteration 3Q: 3 clusters Score -1362390 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1362536.000000 Penalty: 4631.357422
	Iteration 4Q: 3 clusters Score -1362536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1362662.500000 Penalty: 4631.357422
	Iteration 5Q: 3 clusters Score -1362662 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1362821.750000 Penalty: 4631.357422
	Iteration 6Q: 3 clusters Score -1362822 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1362983.375000 Penalty: 4631.357422
	Iteration 7Q: 3 clusters Score -1362983 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1363181.000000 Penalty: 4631.357422
	Iteration 8Q: 3 clusters Score -1363181 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1363480.125000 Penalty: 4631.357422
	Iteration 9Q: 3 clusters Score -1363480 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1363841.500000 Penalty: 4631.357422
	Iteration 10Q: 3 clusters Score -1363842 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1364212.875000 Penalty: 4631.357422
	Iteration 11F: 3 clusters Score -1364213 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1364564.875000 Penalty: 4631.357422
	Iteration 12Q: 3 clusters Score -1364565 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1364932.125000 Penalty: 4631.357422
	Iteration 13F: 3 clusters Score -1364932 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1365261.750000 Penalty: 4631.357422
	Iteration 14Q: 3 clusters Score -1365262 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1365541.875000 Penalty: 4631.357422
	Iteration 15Q: 3 clusters Score -1365542 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1365746.000000 Penalty: 4631.357422
	Iteration 16Q: 3 clusters Score -1365746 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1365892.500000 Penalty: 4631.357422
	Iteration 17Q: 3 clusters Score -1365892 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1365994.125000 Penalty: 4631.357422
	Iteration 18Q: 3 clusters Score -1365994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1366060.750000 Penalty: 4631.357422
	Iteration 19Q: 3 clusters Score -1366061 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1366113.250000 Penalty: 4631.357422
	Iteration 20F: 3 clusters Score -1366113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1366157.875000 Penalty: 4631.357422
	Iteration 21Q: 3 clusters Score -1366158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1366188.000000 Penalty: 4631.357422
	Iteration 22Q: 3 clusters Score -1366188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1366212.625000 Penalty: 4631.357422
	Iteration 23Q: 3 clusters Score -1366213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1366240.375000 Penalty: 4631.357422
	Iteration 24Q: 3 clusters Score -1366240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1366266.000000 Penalty: 4631.357422
	Iteration 25Q: 3 clusters Score -1366266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1366284.500000 Penalty: 4631.357422
	Iteration 26Q: 3 clusters Score -1366284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1366301.375000 Penalty: 4631.357422
	Iteration 27Q: 3 clusters Score -1366301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1366318.375000 Penalty: 4631.357422
	Iteration 28Q: 3 clusters Score -1366318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1366327.750000 Penalty: 4631.357422
	Iteration 29Q: 3 clusters Score -1366328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1366333.875000 Penalty: 4631.357422
	Iteration 30Q: 3 clusters Score -1366334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1366342.375000 Penalty: 4631.357422
	Iteration 31Q: 3 clusters Score -1366342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1366340.500000 Penalty: 4631.357422
	Iteration 32Q: 3 clusters Score -1366340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1366344.625000 Penalty: 4631.357422
	Iteration 33Q: 3 clusters Score -1366345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1366345.500000 Penalty: 4631.357422
	Iteration 34Q: 3 clusters Score -1366346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1366343.500000 Penalty: 4631.357422
	Iteration 35Q: 3 clusters Score -1366344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1366345.750000 Penalty: 4631.357422
	Iteration 36Q: 3 clusters Score -1366346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1366346.500000 Penalty: 4631.357422
	Iteration 37Q: 3 clusters Score -1366346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1366347.625000 Penalty: 4631.357422
	Iteration 38Q: 3 clusters Score -1366348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1366351.125000 Penalty: 4631.357422
	Iteration 39Q: 3 clusters Score -1366351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1366355.375000 Penalty: 4631.357422
	Iteration 40F: 3 clusters Score -1366355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1366354.625000 Penalty: 4631.357422
	Iteration 41Q: 3 clusters Score -1366355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1366355.250000 Penalty: 4631.357422
	Iteration 42Q: 3 clusters Score -1366355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1366354.375000 Penalty: 4631.357422
	Iteration 43Q: 3 clusters Score -1366354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1366356.375000 Penalty: 4631.357422
	Iteration 44Q: 3 clusters Score -1366356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1366355.500000 Penalty: 4631.357422
	Iteration 45Q: 3 clusters Score -1366356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1366356.500000 Penalty: 4631.357422
	Iteration 46Q: 3 clusters Score -1366356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1366358.375000 Penalty: 4631.357422
	Iteration 47Q: 3 clusters Score -1366358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1366357.250000 Penalty: 4631.357422
	Iteration 48Q: 3 clusters Score -1366357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1366357.000000 Penalty: 4631.357422
	Iteration 49Q: 3 clusters Score -1366357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1366358.375000 Penalty: 4631.357422
	Iteration 50Q: 3 clusters Score -1366358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1366357.000000 Penalty: 4631.357422
	Iteration 51Q: 3 clusters Score -1366357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1366358.125000 Penalty: 4631.357422
	Iteration 52Q: 3 clusters Score -1366358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1366361.625000 Penalty: 4631.357422
	Iteration 53Q: 3 clusters Score -1366362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1366360.125000 Penalty: 4631.357422
	Iteration 54Q: 3 clusters Score -1366360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1366366.375000 Penalty: 4631.357422
	Iteration 55Q: 3 clusters Score -1366366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1366368.000000 Penalty: 4631.357422
	Iteration 56Q: 3 clusters Score -1366368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1366371.125000 Penalty: 4631.357422
	Iteration 57Q: 3 clusters Score -1366371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1366372.000000 Penalty: 4631.357422
	Iteration 58Q: 3 clusters Score -1366372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1366374.250000 Penalty: 4631.357422
	Iteration 59Q: 3 clusters Score -1366374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1366374.375000 Penalty: 4631.357422
	Iteration 60F: 3 clusters Score -1366374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1366377.375000 Penalty: 4631.357422
	Iteration 61Q: 3 clusters Score -1366377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1366377.125000 Penalty: 4631.357422
	Iteration 62Q: 3 clusters Score -1366377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1366376.125000 Penalty: 4631.357422
	Iteration 63Q: 3 clusters Score -1366376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1366379.750000 Penalty: 4631.357422
	Iteration 64Q: 3 clusters Score -1366380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1366378.000000 Penalty: 4631.357422
	Iteration 65Q: 3 clusters Score -1366378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1366378.000000 Penalty: 4631.357422
	Iteration 66F: 3 clusters Score -1366378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -732834.500000 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -732834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -727810.937500 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -727810.9 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -729038.125000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -729038.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -729227.625000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -729227.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -729333.187500 Penalty: 4296.001953
	Iteration 3Q: 3 clusters Score -729333.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -729413.062500 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -729413.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -729502.312500 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -729502.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -729597.937500 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -729597.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -729695.937500 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -729695.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -729780.875000 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -729780.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -729862.687500 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -729862.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -729944.500000 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -729944.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -730035.187500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -730035.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -730138.625000 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -730138.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -730253.937500 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -730253.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -730374.437500 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -730374.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -730504.875000 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -730504.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -730660.500000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -730660.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -730831.812500 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -730831.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -731004.500000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -731004.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -731165.875000 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -731165.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -731282.250000 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -731282.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -731353.875000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -731353.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -731411.687500 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -731411.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -731451.375000 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -731451.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -731477.375000 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -731477.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -731487.500000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -731487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -731495.187500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -731495.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -731503.687500 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -731503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -731508.687500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -731508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -731511.687500 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -731511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -731513.375000 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -731513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -731517.000000 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -731517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -731518.625000 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -731518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -731520.500000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -731520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -731522.312500 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -731522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -731523.750000 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -731523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -731526.000000 Penalty: 4296.001953
	Iteration 36Q: 3 clusters Score -731526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -731526.687500 Penalty: 4296.001953
	Iteration 37Q: 3 clusters Score -731526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -731529.062500 Penalty: 4296.001953
	Iteration 38Q: 3 clusters Score -731529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -731529.500000 Penalty: 4296.001953
	Iteration 39Q: 3 clusters Score -731529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -731529.687500 Penalty: 4296.001953
	Iteration 40F: 3 clusters Score -731529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -731531.187500 Penalty: 4296.001953
	Iteration 41Q: 3 clusters Score -731531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -731531.562500 Penalty: 4296.001953
	Iteration 42Q: 3 clusters Score -731531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -731531.562500 Penalty: 4296.001953
	Iteration 43F: 3 clusters Score -731531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Entering Unmasked Estep 
Score: -1970878.250000 Penalty: 2386.695801
	Iteration 0F: 2 clusters Score -1970878 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 7574 members 
Entering Unmasked Estep 
Score: -1959948.750000 Penalty: 4773.391602
	Iteration 0F: 3 clusters Score -1959949 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1963309.000000 Penalty: 4773.391602
	Iteration 1F: 3 clusters Score -1963309 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1963735.125000 Penalty: 4773.391602
	Iteration 2F: 3 clusters Score -1963735 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1964085.250000 Penalty: 4773.391602
	Iteration 3F: 3 clusters Score -1964085 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1964405.000000 Penalty: 4773.391602
	Iteration 4Q: 3 clusters Score -1964405 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1964696.375000 Penalty: 4773.391602
	Iteration 5Q: 3 clusters Score -1964696 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1964983.625000 Penalty: 4773.391602
	Iteration 6Q: 3 clusters Score -1964984 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1965296.625000 Penalty: 4773.391602
	Iteration 7Q: 3 clusters Score -1965297 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1965673.375000 Penalty: 4773.391602
	Iteration 8Q: 3 clusters Score -1965673 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1966147.875000 Penalty: 4773.391602
	Iteration 9Q: 3 clusters Score -1966148 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1966686.000000 Penalty: 4773.391602
	Iteration 10Q: 3 clusters Score -1966686 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1967169.250000 Penalty: 4773.391602
	Iteration 11Q: 3 clusters Score -1967169 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1967526.375000 Penalty: 4773.391602
	Iteration 12Q: 3 clusters Score -1967526 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1967759.875000 Penalty: 4773.391602
	Iteration 13Q: 3 clusters Score -1967760 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1967903.875000 Penalty: 4773.391602
	Iteration 14Q: 3 clusters Score -1967904 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1968025.625000 Penalty: 4773.391602
	Iteration 15Q: 3 clusters Score -1968026 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1968104.375000 Penalty: 4773.391602
	Iteration 16Q: 3 clusters Score -1968104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1968173.875000 Penalty: 4773.391602
	Iteration 17Q: 3 clusters Score -1968174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1968210.250000 Penalty: 4773.391602
	Iteration 18Q: 3 clusters Score -1968210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1968244.125000 Penalty: 4773.391602
	Iteration 19Q: 3 clusters Score -1968244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1968270.625000 Penalty: 4773.391602
	Iteration 20F: 3 clusters Score -1968271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1968296.750000 Penalty: 4773.391602
	Iteration 21Q: 3 clusters Score -1968297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1968312.500000 Penalty: 4773.391602
	Iteration 22Q: 3 clusters Score -1968312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1968334.125000 Penalty: 4773.391602
	Iteration 23Q: 3 clusters Score -1968334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1968351.500000 Penalty: 4773.391602
	Iteration 24Q: 3 clusters Score -1968352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1968365.750000 Penalty: 4773.391602
	Iteration 25Q: 3 clusters Score -1968366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1968377.750000 Penalty: 4773.391602
	Iteration 26Q: 3 clusters Score -1968378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1968387.750000 Penalty: 4773.391602
	Iteration 27Q: 3 clusters Score -1968388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1968395.000000 Penalty: 4773.391602
	Iteration 28Q: 3 clusters Score -1968395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1968405.625000 Penalty: 4773.391602
	Iteration 29Q: 3 clusters Score -1968406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1968410.750000 Penalty: 4773.391602
	Iteration 30Q: 3 clusters Score -1968411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1968416.500000 Penalty: 4773.391602
	Iteration 31Q: 3 clusters Score -1968416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1968429.250000 Penalty: 4773.391602
	Iteration 32Q: 3 clusters Score -1968429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1968440.750000 Penalty: 4773.391602
	Iteration 33Q: 3 clusters Score -1968441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1968450.000000 Penalty: 4773.391602
	Iteration 34Q: 3 clusters Score -1968450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1968463.875000 Penalty: 4773.391602
	Iteration 35Q: 3 clusters Score -1968464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1968473.125000 Penalty: 4773.391602
	Iteration 36Q: 3 clusters Score -1968473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1968481.625000 Penalty: 4773.391602
	Iteration 37Q: 3 clusters Score -1968482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1968489.500000 Penalty: 4773.391602
	Iteration 38Q: 3 clusters Score -1968490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1968499.125000 Penalty: 4773.391602
	Iteration 39Q: 3 clusters Score -1968499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1968507.125000 Penalty: 4773.391602
	Iteration 40F: 3 clusters Score -1968507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1968516.250000 Penalty: 4773.391602
	Iteration 41Q: 3 clusters Score -1968516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1968520.125000 Penalty: 4773.391602
	Iteration 42Q: 3 clusters Score -1968520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1968529.625000 Penalty: 4773.391602
	Iteration 43Q: 3 clusters Score -1968530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1968534.125000 Penalty: 4773.391602
	Iteration 44Q: 3 clusters Score -1968534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1968540.125000 Penalty: 4773.391602
	Iteration 45Q: 3 clusters Score -1968540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1968540.125000 Penalty: 4773.391602
	Iteration 46Q: 3 clusters Score -1968540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1968540.250000 Penalty: 4773.391602
	Iteration 47Q: 3 clusters Score -1968540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1968544.000000 Penalty: 4773.391602
	Iteration 48Q: 3 clusters Score -1968544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1968549.875000 Penalty: 4773.391602
	Iteration 49Q: 3 clusters Score -1968550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1968550.750000 Penalty: 4773.391602
	Iteration 50Q: 3 clusters Score -1968551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1968553.000000 Penalty: 4773.391602
	Iteration 51Q: 3 clusters Score -1968553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1968554.250000 Penalty: 4773.391602
	Iteration 52Q: 3 clusters Score -1968554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1968555.125000 Penalty: 4773.391602
	Iteration 53Q: 3 clusters Score -1968555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1968556.375000 Penalty: 4773.391602
	Iteration 54Q: 3 clusters Score -1968556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1968554.750000 Penalty: 4773.391602
	Iteration 55Q: 3 clusters Score -1968555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1968557.000000 Penalty: 4773.391602
	Iteration 56Q: 3 clusters Score -1968557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1968560.750000 Penalty: 4773.391602
	Iteration 57Q: 3 clusters Score -1968561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1968559.000000 Penalty: 4773.391602
	Iteration 58Q: 3 clusters Score -1968559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1968563.750000 Penalty: 4773.391602
	Iteration 59Q: 3 clusters Score -1968564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1968564.375000 Penalty: 4773.391602
	Iteration 60F: 3 clusters Score -1968564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1968563.625000 Penalty: 4773.391602
	Iteration 61Q: 3 clusters Score -1968564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1968565.500000 Penalty: 4773.391602
	Iteration 62Q: 3 clusters Score -1968566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1968566.750000 Penalty: 4773.391602
	Iteration 63Q: 3 clusters Score -1968567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1968565.375000 Penalty: 4773.391602
	Iteration 64Q: 3 clusters Score -1968565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1968568.500000 Penalty: 4773.391602
	Iteration 65Q: 3 clusters Score -1968568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1968568.250000 Penalty: 4773.391602
	Iteration 66Q: 3 clusters Score -1968568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1968569.250000 Penalty: 4773.391602
	Iteration 67Q: 3 clusters Score -1968569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1968570.625000 Penalty: 4773.391602
	Iteration 68Q: 3 clusters Score -1968571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1968565.250000 Penalty: 4773.391602
	Iteration 69Q: 3 clusters Score -1968565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1968575.250000 Penalty: 4773.391602
	Iteration 70Q: 3 clusters Score -1968575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1968573.000000 Penalty: 4773.391602
	Iteration 71Q: 3 clusters Score -1968573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1968576.250000 Penalty: 4773.391602
	Iteration 72Q: 3 clusters Score -1968576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1968579.125000 Penalty: 4773.391602
	Iteration 73Q: 3 clusters Score -1968579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1968582.000000 Penalty: 4773.391602
	Iteration 74Q: 3 clusters Score -1968582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1968584.500000 Penalty: 4773.391602
	Iteration 75Q: 3 clusters Score -1968584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1968591.000000 Penalty: 4773.391602
	Iteration 76Q: 3 clusters Score -1968591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1968595.250000 Penalty: 4773.391602
	Iteration 77Q: 3 clusters Score -1968595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1968597.375000 Penalty: 4773.391602
	Iteration 78Q: 3 clusters Score -1968597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1968601.750000 Penalty: 4773.391602
	Iteration 79Q: 3 clusters Score -1968602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1968609.625000 Penalty: 4773.391602
	Iteration 80F: 3 clusters Score -1968610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1968611.125000 Penalty: 4773.391602
	Iteration 81Q: 3 clusters Score -1968611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1968615.875000 Penalty: 4773.391602
	Iteration 82Q: 3 clusters Score -1968616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1968621.625000 Penalty: 4773.391602
	Iteration 83Q: 3 clusters Score -1968622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1968624.250000 Penalty: 4773.391602
	Iteration 84Q: 3 clusters Score -1968624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1968627.000000 Penalty: 4773.391602
	Iteration 85Q: 3 clusters Score -1968627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1968631.625000 Penalty: 4773.391602
	Iteration 86Q: 3 clusters Score -1968632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1968636.000000 Penalty: 4773.391602
	Iteration 87Q: 3 clusters Score -1968636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1968640.875000 Penalty: 4773.391602
	Iteration 88Q: 3 clusters Score -1968641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1968639.375000 Penalty: 4773.391602
	Iteration 89Q: 3 clusters Score -1968639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1968637.500000 Penalty: 4773.391602
	Iteration 90Q: 3 clusters Score -1968638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1968638.500000 Penalty: 4773.391602
	Iteration 91Q: 3 clusters Score -1968638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1968641.000000 Penalty: 4773.391602
	Iteration 92Q: 3 clusters Score -1968641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1968647.375000 Penalty: 4773.391602
	Iteration 93Q: 3 clusters Score -1968647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1968649.625000 Penalty: 4773.391602
	Iteration 94Q: 3 clusters Score -1968650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1968647.875000 Penalty: 4773.391602
	Iteration 95Q: 3 clusters Score -1968648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1968652.500000 Penalty: 4773.391602
	Iteration 96Q: 3 clusters Score -1968652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1968653.875000 Penalty: 4773.391602
	Iteration 97Q: 3 clusters Score -1968654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1968652.500000 Penalty: 4773.391602
	Iteration 98Q: 3 clusters Score -1968652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1968654.375000 Penalty: 4773.391602
	Iteration 99Q: 3 clusters Score -1968654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1968655.125000 Penalty: 4773.391602
	Iteration 100F: 3 clusters Score -1968655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -69768.148438 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -69768.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68224.429688 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -68224.43 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68477.882812 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -68477.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68571.289062 Penalty: 3187.538330
	Iteration 2Q: 3 clusters Score -68571.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68683.062500 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -68683.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68823.531250 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -68823.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68996.164062 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -68996.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69095.007812 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -69095.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69185.656250 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -69185.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69301.703125 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -69301.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69352.929688 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -69352.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69385.179688 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -69385.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69395.460938 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -69395.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69398.140625 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -69398.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69398.140625 Penalty: 3187.538330
	Iteration 13F: 3 clusters Score -69398.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Entering Unmasked Estep 
Score: -6569351.500000 Penalty: 2696.404541
	Iteration 0F: 2 clusters Score -6569352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6533945.000000 Penalty: 5392.809082
	Iteration 0F: 3 clusters Score -6533945 nChanged 24339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6547328.000000 Penalty: 5392.809082
	Iteration 1F: 3 clusters Score -6547328 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6547873.500000 Penalty: 5392.809082
	Iteration 2Q: 3 clusters Score -6547874 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6548338.000000 Penalty: 5392.809082
	Iteration 3Q: 3 clusters Score -6548338 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6548826.500000 Penalty: 5392.809082
	Iteration 4Q: 3 clusters Score -6548826 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -6549277.500000 Penalty: 5392.809082
	Iteration 5Q: 3 clusters Score -6549278 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6549877.500000 Penalty: 5392.809082
	Iteration 6Q: 3 clusters Score -6549878 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6550452.500000 Penalty: 5392.809082
	Iteration 7Q: 3 clusters Score -6550452 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -6551192.000000 Penalty: 5392.809082
	Iteration 8Q: 3 clusters Score -6551192 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6552153.500000 Penalty: 5392.809082
	Iteration 9Q: 3 clusters Score -6552154 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -6553234.500000 Penalty: 5392.809082
	Iteration 10Q: 3 clusters Score -6553234 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6556130 nChanged 2579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6557551 nChanged 2371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6558772 nChanged 2030
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Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6559669 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6560360 nChanged 1422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6560868 nChanged 1310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6561382 nChanged 1287
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Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6561854 nChanged 1271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6562266 nChanged 1273
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Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6562724 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6563134 nChanged 1218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6563602 nChanged 1174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6564008 nChanged 1096
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6564376 nChanged 977
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6564648 nChanged 888
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Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6564908 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6565142 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6565376 nChanged 698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6565636 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6565800 nChanged 574
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Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6565997 nChanged 533
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Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6566164 nChanged 463
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Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6566278 nChanged 399
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Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6566382 nChanged 363
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Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6566526 nChanged 313
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Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6566601 nChanged 272
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Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6566638 nChanged 265
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Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6566724 nChanged 238
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Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6566760 nChanged 192
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Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6566791 nChanged 169
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Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6566850 nChanged 173
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Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6566858 nChanged 141
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Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6566893 nChanged 126
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Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6566922 nChanged 106
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Mstep: Class 1 contains 48890 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6566936 nChanged 98
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Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 3730 members 
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	Iteration 47Q: 3 clusters Score -6566965 nChanged 105
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Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6566994 nChanged 97
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Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6567003 nChanged 103
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Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6567020 nChanged 82
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Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6567034 nChanged 85
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Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6567056 nChanged 70
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Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6567063 nChanged 62
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Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6567074 nChanged 74
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Mstep: Class 1 contains 49608 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6567097 nChanged 74
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Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6567118 nChanged 58
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Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6567120 nChanged 42
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Mstep: Class 1 contains 49766 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6567128 nChanged 47
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Mstep: Class 1 contains 49807 members 
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Entering Unmasked Estep 
Score: -6567143.500000 Penalty: 5392.809082
	Iteration 59Q: 3 clusters Score -6567144 nChanged 40
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Mstep: Class 1 contains 49841 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6567148 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49872 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6567153 nChanged 38
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6567170 nChanged 29
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Mstep: Class 1 contains 49927 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6567172 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6567178 nChanged 27
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	Iteration 65Q: 3 clusters Score -6567190 nChanged 22
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	Iteration 66Q: 3 clusters Score -6567192 nChanged 23
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Mstep: Class 1 contains 50006 members 
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	Iteration 67Q: 3 clusters Score -6567190 nChanged 23
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Mstep: Class 1 contains 50025 members 
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	Iteration 68Q: 3 clusters Score -6567188 nChanged 18
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Mstep: Class 1 contains 50039 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6567192 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6567188 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 2652 members 
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	Iteration 71Q: 3 clusters Score -6567186 nChanged 11
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Mstep: Class 1 contains 50069 members 
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	Iteration 72Q: 3 clusters Score -6567192 nChanged 8
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Mstep: Class 1 contains 50075 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6567195 nChanged 11
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Mstep: Class 1 contains 50084 members 
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	Iteration 74Q: 3 clusters Score -6567197 nChanged 16
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	Iteration 75Q: 3 clusters Score -6567197 nChanged 15
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	Iteration 76Q: 3 clusters Score -6567199 nChanged 13
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	Iteration 77Q: 3 clusters Score -6567206 nChanged 10
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	Iteration 78Q: 3 clusters Score -6567206 nChanged 10
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	Iteration 79Q: 3 clusters Score -6567211 nChanged 5
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6567212 nChanged 3
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	Iteration 81Q: 3 clusters Score -6567209 nChanged 10
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	Iteration 82Q: 3 clusters Score -6567214 nChanged 8
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	Iteration 83Q: 3 clusters Score -6567208 nChanged 6
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	Iteration 84Q: 3 clusters Score -6567218 nChanged 9
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	Iteration 85Q: 3 clusters Score -6567222 nChanged 13
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	Iteration 86Q: 3 clusters Score -6567223 nChanged 12
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	Iteration 87Q: 3 clusters Score -6567220 nChanged 13
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	Iteration 88Q: 3 clusters Score -6567218 nChanged 16
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	Iteration 89Q: 3 clusters Score -6567232 nChanged 11
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	Iteration 90Q: 3 clusters Score -6567232 nChanged 5
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	Iteration 91Q: 3 clusters Score -6567234 nChanged 4
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	Iteration 92Q: 3 clusters Score -6567243 nChanged 5
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	Iteration 93Q: 3 clusters Score -6567246 nChanged 9
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	Iteration 94Q: 3 clusters Score -6567242 nChanged 9
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	Iteration 95Q: 3 clusters Score -6567234 nChanged 12
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	Iteration 96Q: 3 clusters Score -6567235 nChanged 12
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	Iteration 97Q: 3 clusters Score -6567232 nChanged 13
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	Iteration 98Q: 3 clusters Score -6567239 nChanged 15
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	Iteration 99Q: 3 clusters Score -6567236 nChanged 8
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	Iteration 100F: 3 clusters Score -6567241 nChanged 8
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6567240 nChanged 9
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	Iteration 102Q: 3 clusters Score -6567240 nChanged 8
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	Iteration 103Q: 3 clusters Score -6567240 nChanged 5
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Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6567236.500000 Penalty: 5392.809082
	Iteration 104Q: 3 clusters Score -6567236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6567239.500000 Penalty: 5392.809082
	Iteration 105Q: 3 clusters Score -6567240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6567241.500000 Penalty: 5392.809082
	Iteration 106Q: 3 clusters Score -6567242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6567241.500000 Penalty: 5392.809082
	Iteration 107F: 3 clusters Score -6567242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -142957.390625 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -142957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140913.578125 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -140913.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141278.546875 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -141278.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -141444.484375 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -141444.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141630.421875 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -141630.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141945.031250 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -141945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142070.828125 Penalty: 3512.527344
	Iteration 5F: 3 clusters Score -142070.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142178.187500 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -142178.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142313.000000 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -142313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142432.218750 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -142432.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142586.718750 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -142586.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142740.640625 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -142740.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142807.703125 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -142807.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142848.531250 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -142848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -142898.031250 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -142898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142919.375000 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -142919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142938.968750 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -142939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142984.578125 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -142984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -143036.671875 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -143036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -143091.953125 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -143092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143123.734375 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -143123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143140.609375 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -143140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -143165.671875 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -143165.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -143192.593750 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -143192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -143221.281250 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -143221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143230.078125 Penalty: 3512.527344
	Iteration 24Q: 3 clusters Score -143230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -143231.015625 Penalty: 3512.527344
	Iteration 25Q: 3 clusters Score -143231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -143231.015625 Penalty: 3512.527344
	Iteration 26F: 3 clusters Score -143231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 185474 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26698 members 
Mstep: Class 10 contains 179794 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52712 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 166734 members 
Mstep: Class 19 contains 39898 members 
Mstep: Class 20 contains 38872 members 
Mstep: Class 21 contains 19854 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 924 members 
Entering Unmasked Estep 
Score: -116073384.000000 Penalty: 78356.250000
Splitting cluster 16 changes total score from -116063168.000000 to -116073384.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (30348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Entering Unmasked Estep 
Score: -3924960.250000 Penalty: 2559.480469
	Iteration 0F: 2 clusters Score -3924960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3904224.750000 Penalty: 5118.960938
	Iteration 0F: 3 clusters Score -3904225 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3911706.250000 Penalty: 5118.960938
	Iteration 1F: 3 clusters Score -3911706 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3912195.250000 Penalty: 5118.960938
	Iteration 2Q: 3 clusters Score -3912195 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3912596.250000 Penalty: 5118.960938
	Iteration 3Q: 3 clusters Score -3912596 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3913065.250000 Penalty: 5118.960938
	Iteration 4Q: 3 clusters Score -3913065 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3913522.000000 Penalty: 5118.960938
	Iteration 5Q: 3 clusters Score -3913522 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3914032.000000 Penalty: 5118.960938
	Iteration 6Q: 3 clusters Score -3914032 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3914554.500000 Penalty: 5118.960938
	Iteration 7Q: 3 clusters Score -3914554 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3915105.750000 Penalty: 5118.960938
	Iteration 8Q: 3 clusters Score -3915106 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3915730.750000 Penalty: 5118.960938
	Iteration 9Q: 3 clusters Score -3915731 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3916418.250000 Penalty: 5118.960938
	Iteration 10Q: 3 clusters Score -3916418 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3917109.750000 Penalty: 5118.960938
	Iteration 11Q: 3 clusters Score -3917110 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3917758.750000 Penalty: 5118.960938
	Iteration 12Q: 3 clusters Score -3917759 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3918352.500000 Penalty: 5118.960938
	Iteration 13Q: 3 clusters Score -3918352 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3918910.250000 Penalty: 5118.960938
	Iteration 14Q: 3 clusters Score -3918910 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3919470.000000 Penalty: 5118.960938
	Iteration 15Q: 3 clusters Score -3919470 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3919997.000000 Penalty: 5118.960938
	Iteration 16Q: 3 clusters Score -3919997 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3920469.000000 Penalty: 5118.960938
	Iteration 17Q: 3 clusters Score -3920469 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3920926.750000 Penalty: 5118.960938
	Iteration 18Q: 3 clusters Score -3920927 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3921308.500000 Penalty: 5118.960938
	Iteration 19Q: 3 clusters Score -3921308 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3921657.000000 Penalty: 5118.960938
	Iteration 20F: 3 clusters Score -3921657 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3921937.250000 Penalty: 5118.960938
	Iteration 21Q: 3 clusters Score -3921937 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3922153.250000 Penalty: 5118.960938
	Iteration 22Q: 3 clusters Score -3922153 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3922292.500000 Penalty: 5118.960938
	Iteration 23Q: 3 clusters Score -3922292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3922399.750000 Penalty: 5118.960938
	Iteration 24Q: 3 clusters Score -3922400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3922489.250000 Penalty: 5118.960938
	Iteration 25Q: 3 clusters Score -3922489 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3922566.250000 Penalty: 5118.960938
	Iteration 26Q: 3 clusters Score -3922566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3922627.500000 Penalty: 5118.960938
	Iteration 27Q: 3 clusters Score -3922628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3922665.750000 Penalty: 5118.960938
	Iteration 28Q: 3 clusters Score -3922666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3922689.750000 Penalty: 5118.960938
	Iteration 29Q: 3 clusters Score -3922690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3922707.750000 Penalty: 5118.960938
	Iteration 30Q: 3 clusters Score -3922708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3922721.500000 Penalty: 5118.960938
	Iteration 31Q: 3 clusters Score -3922722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3922731.750000 Penalty: 5118.960938
	Iteration 32Q: 3 clusters Score -3922732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3922749.000000 Penalty: 5118.960938
	Iteration 33Q: 3 clusters Score -3922749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3922759.250000 Penalty: 5118.960938
	Iteration 34Q: 3 clusters Score -3922759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3922769.750000 Penalty: 5118.960938
	Iteration 35Q: 3 clusters Score -3922770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3922782.750000 Penalty: 5118.960938
	Iteration 36Q: 3 clusters Score -3922783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3922786.750000 Penalty: 5118.960938
	Iteration 37Q: 3 clusters Score -3922787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3922792.250000 Penalty: 5118.960938
	Iteration 38Q: 3 clusters Score -3922792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3922792.000000 Penalty: 5118.960938
	Iteration 39Q: 3 clusters Score -3922792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3922795.750000 Penalty: 5118.960938
	Iteration 40F: 3 clusters Score -3922796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3922798.250000 Penalty: 5118.960938
	Iteration 41Q: 3 clusters Score -3922798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3922800.500000 Penalty: 5118.960938
	Iteration 42Q: 3 clusters Score -3922800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3922802.250000 Penalty: 5118.960938
	Iteration 43Q: 3 clusters Score -3922802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3922804.250000 Penalty: 5118.960938
	Iteration 44Q: 3 clusters Score -3922804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3922804.750000 Penalty: 5118.960938
	Iteration 45Q: 3 clusters Score -3922805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3922803.750000 Penalty: 5118.960938
	Iteration 46Q: 3 clusters Score -3922804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3922800.750000 Penalty: 5118.960938
	Iteration 47Q: 3 clusters Score -3922801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3922806.500000 Penalty: 5118.960938
	Iteration 48Q: 3 clusters Score -3922806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3922806.750000 Penalty: 5118.960938
	Iteration 49Q: 3 clusters Score -3922807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3922810.750000 Penalty: 5118.960938
	Iteration 50Q: 3 clusters Score -3922811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3922810.000000 Penalty: 5118.960938
	Iteration 51Q: 3 clusters Score -3922810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3922810.750000 Penalty: 5118.960938
	Iteration 52Q: 3 clusters Score -3922811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3922806.750000 Penalty: 5118.960938
	Iteration 53Q: 3 clusters Score -3922807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3922807.750000 Penalty: 5118.960938
	Iteration 54Q: 3 clusters Score -3922808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3922808.500000 Penalty: 5118.960938
	Iteration 55Q: 3 clusters Score -3922808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3922808.500000 Penalty: 5118.960938
	Iteration 56F: 3 clusters Score -3922808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Entering Unmasked Estep 
Score: -21297564.000000 Penalty: 2981.990234
	Iteration 0F: 2 clusters Score -2.129756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -21189702.000000 Penalty: 5963.980469
	Iteration 0F: 3 clusters Score -2.11897e+07 nChanged 79965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -21235966.000000 Penalty: 5963.980469
	Iteration 1F: 3 clusters Score -2.123597e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -21236722.000000 Penalty: 5963.980469
	Iteration 2Q: 3 clusters Score -2.123672e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -21237392.000000 Penalty: 5963.980469
	Iteration 3Q: 3 clusters Score -2.123739e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -21238690.000000 Penalty: 5963.980469
	Iteration 4Q: 3 clusters Score -2.123869e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -21240058.000000 Penalty: 5963.980469
	Iteration 5Q: 3 clusters Score -2.124006e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -21242136.000000 Penalty: 5963.980469
	Iteration 6Q: 3 clusters Score -2.124214e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -21245070.000000 Penalty: 5963.980469
	Iteration 7Q: 3 clusters Score -2.124507e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -21249746.000000 Penalty: 5963.980469
	Iteration 8F: 3 clusters Score -2.124975e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -21256030.000000 Penalty: 5963.980469
	Iteration 9F: 3 clusters Score -2.125603e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -21263808.000000 Penalty: 5963.980469
	Iteration 10F: 3 clusters Score -2.126381e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -21270280.000000 Penalty: 5963.980469
	Iteration 11F: 3 clusters Score -2.127028e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -21274032.000000 Penalty: 5963.980469
	Iteration 12Q: 3 clusters Score -2.127403e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -21275632.000000 Penalty: 5963.980469
	Iteration 13Q: 3 clusters Score -2.127563e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -21276286.000000 Penalty: 5963.980469
	Iteration 14Q: 3 clusters Score -2.127629e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -21276722.000000 Penalty: 5963.980469
	Iteration 15Q: 3 clusters Score -2.127672e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -21277066.000000 Penalty: 5963.980469
	Iteration 16Q: 3 clusters Score -2.127707e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -21277402.000000 Penalty: 5963.980469
	Iteration 17Q: 3 clusters Score -2.12774e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -21277838.000000 Penalty: 5963.980469
	Iteration 18Q: 3 clusters Score -2.127784e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -21278266.000000 Penalty: 5963.980469
	Iteration 19Q: 3 clusters Score -2.127827e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -21278696.000000 Penalty: 5963.980469
	Iteration 20F: 3 clusters Score -2.12787e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -21279070.000000 Penalty: 5963.980469
	Iteration 21Q: 3 clusters Score -2.127907e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -21279552.000000 Penalty: 5963.980469
	Iteration 22Q: 3 clusters Score -2.127955e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -21279960.000000 Penalty: 5963.980469
	Iteration 23Q: 3 clusters Score -2.127996e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -21280426.000000 Penalty: 5963.980469
	Iteration 24Q: 3 clusters Score -2.128043e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -21281010.000000 Penalty: 5963.980469
	Iteration 25Q: 3 clusters Score -2.128101e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -21281718.000000 Penalty: 5963.980469
	Iteration 26Q: 3 clusters Score -2.128172e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -21282414.000000 Penalty: 5963.980469
	Iteration 27Q: 3 clusters Score -2.128241e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -21283072.000000 Penalty: 5963.980469
	Iteration 28Q: 3 clusters Score -2.128307e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -21283974.000000 Penalty: 5963.980469
	Iteration 29Q: 3 clusters Score -2.128397e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127249 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -21284950.000000 Penalty: 5963.980469
	Iteration 30Q: 3 clusters Score -2.128495e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -21285950.000000 Penalty: 5963.980469
	Iteration 31Q: 3 clusters Score -2.128595e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131425 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -21286952.000000 Penalty: 5963.980469
	Iteration 32Q: 3 clusters Score -2.128695e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -21288022.000000 Penalty: 5963.980469
	Iteration 33Q: 3 clusters Score -2.128802e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -21289290.000000 Penalty: 5963.980469
	Iteration 34Q: 3 clusters Score -2.128929e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136684 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -21290118.000000 Penalty: 5963.980469
	Iteration 35Q: 3 clusters Score -2.129012e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -21290722.000000 Penalty: 5963.980469
	Iteration 36Q: 3 clusters Score -2.129072e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -21291262.000000 Penalty: 5963.980469
	Iteration 37Q: 3 clusters Score -2.129126e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -21291734.000000 Penalty: 5963.980469
	Iteration 38Q: 3 clusters Score -2.129173e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -21291928.000000 Penalty: 5963.980469
	Iteration 39Q: 3 clusters Score -2.129193e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -21292216.000000 Penalty: 5963.980469
	Iteration 40F: 3 clusters Score -2.129222e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -21292448.000000 Penalty: 5963.980469
	Iteration 41Q: 3 clusters Score -2.129245e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -21292690.000000 Penalty: 5963.980469
	Iteration 42Q: 3 clusters Score -2.129269e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144421 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -21292936.000000 Penalty: 5963.980469
	Iteration 43Q: 3 clusters Score -2.129294e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145245 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -21293066.000000 Penalty: 5963.980469
	Iteration 44Q: 3 clusters Score -2.129307e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -21293202.000000 Penalty: 5963.980469
	Iteration 45Q: 3 clusters Score -2.12932e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146884 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -21293342.000000 Penalty: 5963.980469
	Iteration 46Q: 3 clusters Score -2.129334e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -21293462.000000 Penalty: 5963.980469
	Iteration 47Q: 3 clusters Score -2.129346e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -21293698.000000 Penalty: 5963.980469
	Iteration 48Q: 3 clusters Score -2.12937e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -21293784.000000 Penalty: 5963.980469
	Iteration 49Q: 3 clusters Score -2.129378e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -21293834.000000 Penalty: 5963.980469
	Iteration 50Q: 3 clusters Score -2.129383e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -21294036.000000 Penalty: 5963.980469
	Iteration 51Q: 3 clusters Score -2.129404e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -21294196.000000 Penalty: 5963.980469
	Iteration 52Q: 3 clusters Score -2.12942e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151983 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -21294306.000000 Penalty: 5963.980469
	Iteration 53Q: 3 clusters Score -2.129431e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -21294426.000000 Penalty: 5963.980469
	Iteration 54Q: 3 clusters Score -2.129443e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -21294434.000000 Penalty: 5963.980469
	Iteration 55Q: 3 clusters Score -2.129443e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -21294514.000000 Penalty: 5963.980469
	Iteration 56Q: 3 clusters Score -2.129451e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -21294684.000000 Penalty: 5963.980469
	Iteration 57Q: 3 clusters Score -2.129468e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -21294708.000000 Penalty: 5963.980469
	Iteration 58Q: 3 clusters Score -2.129471e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155764 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -21294766.000000 Penalty: 5963.980469
	Iteration 59Q: 3 clusters Score -2.129477e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -21294852.000000 Penalty: 5963.980469
	Iteration 60F: 3 clusters Score -2.129485e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -21294946.000000 Penalty: 5963.980469
	Iteration 61Q: 3 clusters Score -2.129495e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -21295044.000000 Penalty: 5963.980469
	Iteration 62Q: 3 clusters Score -2.129504e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -21295080.000000 Penalty: 5963.980469
	Iteration 63Q: 3 clusters Score -2.129508e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -21295194.000000 Penalty: 5963.980469
	Iteration 64Q: 3 clusters Score -2.129519e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158825 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -21295256.000000 Penalty: 5963.980469
	Iteration 65Q: 3 clusters Score -2.129526e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -21295294.000000 Penalty: 5963.980469
	Iteration 66Q: 3 clusters Score -2.129529e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -21295376.000000 Penalty: 5963.980469
	Iteration 67Q: 3 clusters Score -2.129538e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -21295464.000000 Penalty: 5963.980469
	Iteration 68Q: 3 clusters Score -2.129546e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -21295524.000000 Penalty: 5963.980469
	Iteration 69Q: 3 clusters Score -2.129552e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160667 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -21295538.000000 Penalty: 5963.980469
	Iteration 70Q: 3 clusters Score -2.129554e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -21295610.000000 Penalty: 5963.980469
	Iteration 71Q: 3 clusters Score -2.129561e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -21295622.000000 Penalty: 5963.980469
	Iteration 72Q: 3 clusters Score -2.129562e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -21295576.000000 Penalty: 5963.980469
	Iteration 73Q: 3 clusters Score -2.129558e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161518 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -21295608.000000 Penalty: 5963.980469
	Iteration 74Q: 3 clusters Score -2.129561e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161693 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -21295600.000000 Penalty: 5963.980469
	Iteration 75Q: 3 clusters Score -2.12956e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -21295594.000000 Penalty: 5963.980469
	Iteration 76Q: 3 clusters Score -2.129559e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162006 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21295620.000000 Penalty: 5963.980469
	Iteration 77Q: 3 clusters Score -2.129562e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -21295632.000000 Penalty: 5963.980469
	Iteration 78Q: 3 clusters Score -2.129563e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -21295612.000000 Penalty: 5963.980469
	Iteration 79Q: 3 clusters Score -2.129561e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -21295650.000000 Penalty: 5963.980469
	Iteration 80F: 3 clusters Score -2.129565e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -21295624.000000 Penalty: 5963.980469
	Iteration 81Q: 3 clusters Score -2.129562e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -21295630.000000 Penalty: 5963.980469
	Iteration 82Q: 3 clusters Score -2.129563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162674 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -21295660.000000 Penalty: 5963.980469
	Iteration 83Q: 3 clusters Score -2.129566e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -21295634.000000 Penalty: 5963.980469
	Iteration 84Q: 3 clusters Score -2.129563e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -21295630.000000 Penalty: 5963.980469
	Iteration 85Q: 3 clusters Score -2.129563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -21295664.000000 Penalty: 5963.980469
	Iteration 86Q: 3 clusters Score -2.129566e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -21295676.000000 Penalty: 5963.980469
	Iteration 87Q: 3 clusters Score -2.129568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163022 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -21295696.000000 Penalty: 5963.980469
	Iteration 88Q: 3 clusters Score -2.12957e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21295694.000000 Penalty: 5963.980469
	Iteration 89Q: 3 clusters Score -2.129569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -21295716.000000 Penalty: 5963.980469
	Iteration 90Q: 3 clusters Score -2.129572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21295716.000000 Penalty: 5963.980469
	Iteration 91Q: 3 clusters Score -2.129572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -21295726.000000 Penalty: 5963.980469
	Iteration 92Q: 3 clusters Score -2.129573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -21295756.000000 Penalty: 5963.980469
	Iteration 93Q: 3 clusters Score -2.129576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -21295758.000000 Penalty: 5963.980469
	Iteration 94Q: 3 clusters Score -2.129576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -21295750.000000 Penalty: 5963.980469
	Iteration 95Q: 3 clusters Score -2.129575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -21295742.000000 Penalty: 5963.980469
	Iteration 96Q: 3 clusters Score -2.129574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -21295738.000000 Penalty: 5963.980469
	Iteration 97Q: 3 clusters Score -2.129574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -21295724.000000 Penalty: 5963.980469
	Iteration 98Q: 3 clusters Score -2.129572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -21295742.000000 Penalty: 5963.980469
	Iteration 99Q: 3 clusters Score -2.129574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21295732.000000 Penalty: 5963.980469
	Iteration 100F: 3 clusters Score -2.129573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21295742.000000 Penalty: 5963.980469
	Iteration 101Q: 3 clusters Score -2.129574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -21295740.000000 Penalty: 5963.980469
	Iteration 102Q: 3 clusters Score -2.129574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163383 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21295748.000000 Penalty: 5963.980469
	Iteration 103Q: 3 clusters Score -2.129575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21295736.000000 Penalty: 5963.980469
	Iteration 104Q: 3 clusters Score -2.129574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -21295758.000000 Penalty: 5963.980469
	Iteration 105Q: 3 clusters Score -2.129576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163400 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21295758.000000 Penalty: 5963.980469
	Iteration 106Q: 3 clusters Score -2.129576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21295768.000000 Penalty: 5963.980469
	Iteration 107Q: 3 clusters Score -2.129577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21295760.000000 Penalty: 5963.980469
	Iteration 108Q: 3 clusters Score -2.129576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -21295780.000000 Penalty: 5963.980469
	Iteration 109Q: 3 clusters Score -2.129578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21295788.000000 Penalty: 5963.980469
	Iteration 110Q: 3 clusters Score -2.129579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163447 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5963.980469
	Iteration 111Q: 3 clusters Score -2.129579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5963.980469
	Iteration 112Q: 3 clusters Score -2.129578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163456 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21295790.000000 Penalty: 5963.980469
	Iteration 113Q: 3 clusters Score -2.129579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -21295790.000000 Penalty: 5963.980469
	Iteration 114Q: 3 clusters Score -2.129579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5963.980469
	Iteration 115Q: 3 clusters Score -2.129578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -21295786.000000 Penalty: 5963.980469
	Iteration 116Q: 3 clusters Score -2.129579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5963.980469
	Iteration 117Q: 3 clusters Score -2.129579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -21295788.000000 Penalty: 5963.980469
	Iteration 118Q: 3 clusters Score -2.129579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21295788.000000 Penalty: 5963.980469
	Iteration 119Q: 3 clusters Score -2.129579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -21295786.000000 Penalty: 5963.980469
	Iteration 120F: 3 clusters Score -2.129579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -21295788.000000 Penalty: 5963.980469
	Iteration 121Q: 3 clusters Score -2.129579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163505 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -21295774.000000 Penalty: 5963.980469
	Iteration 122Q: 3 clusters Score -2.129577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5963.980469
	Iteration 123Q: 3 clusters Score -2.129578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5963.980469
	Iteration 124Q: 3 clusters Score -2.129579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21295798.000000 Penalty: 5963.980469
	Iteration 125Q: 3 clusters Score -2.12958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -21295794.000000 Penalty: 5963.980469
	Iteration 126Q: 3 clusters Score -2.129579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21295786.000000 Penalty: 5963.980469
	Iteration 127Q: 3 clusters Score -2.129579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163548 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21295790.000000 Penalty: 5963.980469
	Iteration 128Q: 3 clusters Score -2.129579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5963.980469
	Iteration 129Q: 3 clusters Score -2.129579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5963.980469
	Iteration 130Q: 3 clusters Score -2.129578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21295776.000000 Penalty: 5963.980469
	Iteration 131Q: 3 clusters Score -2.129578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21295784.000000 Penalty: 5963.980469
	Iteration 132Q: 3 clusters Score -2.129578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21295782.000000 Penalty: 5963.980469
	Iteration 133Q: 3 clusters Score -2.129578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21295782.000000 Penalty: 5963.980469
	Iteration 134Q: 3 clusters Score -2.129578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163560 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -21295778.000000 Penalty: 5963.980469
	Iteration 135Q: 3 clusters Score -2.129578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5963.980469
	Iteration 136Q: 3 clusters Score -2.129579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21295800.000000 Penalty: 5963.980469
	Iteration 137Q: 3 clusters Score -2.12958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -21295804.000000 Penalty: 5963.980469
	Iteration 138Q: 3 clusters Score -2.12958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21295804.000000 Penalty: 5963.980469
	Iteration 139Q: 3 clusters Score -2.12958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21295804.000000 Penalty: 5963.980469
	Iteration 140F: 3 clusters Score -2.12958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Entering Unmasked Estep 
Score: -5047698.000000 Penalty: 2620.871338
	Iteration 0F: 2 clusters Score -5047698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5021366.000000 Penalty: 5241.742676
	Iteration 0F: 3 clusters Score -5021366 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -5031074.500000 Penalty: 5241.742676
	Iteration 1F: 3 clusters Score -5031074 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5031609.000000 Penalty: 5241.742676
	Iteration 2Q: 3 clusters Score -5031609 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5032116.500000 Penalty: 5241.742676
	Iteration 3Q: 3 clusters Score -5032116 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5032683.000000 Penalty: 5241.742676
	Iteration 4Q: 3 clusters Score -5032683 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5033576.500000 Penalty: 5241.742676
	Iteration 5Q: 3 clusters Score -5033576 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5034858.000000 Penalty: 5241.742676
	Iteration 6F: 3 clusters Score -5034858 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -5036784.000000 Penalty: 5241.742676
	Iteration 7F: 3 clusters Score -5036784 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -5039175.500000 Penalty: 5241.742676
	Iteration 8F: 3 clusters Score -5039176 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5041679.000000 Penalty: 5241.742676
	Iteration 9F: 3 clusters Score -5041679 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5043424.000000 Penalty: 5241.742676
	Iteration 10Q: 3 clusters Score -5043424 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5044450.000000 Penalty: 5241.742676
	Iteration 11Q: 3 clusters Score -5044450 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5044937.000000 Penalty: 5241.742676
	Iteration 12Q: 3 clusters Score -5044937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5045148.000000 Penalty: 5241.742676
	Iteration 13Q: 3 clusters Score -5045148 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5045237.000000 Penalty: 5241.742676
	Iteration 14Q: 3 clusters Score -5045237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5045293.500000 Penalty: 5241.742676
	Iteration 15Q: 3 clusters Score -5045294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5045323.500000 Penalty: 5241.742676
	Iteration 16Q: 3 clusters Score -5045324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5045340.000000 Penalty: 5241.742676
	Iteration 17Q: 3 clusters Score -5045340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5045351.000000 Penalty: 5241.742676
	Iteration 18Q: 3 clusters Score -5045351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5045365.500000 Penalty: 5241.742676
	Iteration 19Q: 3 clusters Score -5045366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5045359.500000 Penalty: 5241.742676
	Iteration 20F: 3 clusters Score -5045360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5045360.500000 Penalty: 5241.742676
	Iteration 21Q: 3 clusters Score -5045360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5045364.500000 Penalty: 5241.742676
	Iteration 22Q: 3 clusters Score -5045364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5045364.500000 Penalty: 5241.742676
	Iteration 23Q: 3 clusters Score -5045364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5045361.000000 Penalty: 5241.742676
	Iteration 24Q: 3 clusters Score -5045361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5045366.000000 Penalty: 5241.742676
	Iteration 25Q: 3 clusters Score -5045366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5045375.000000 Penalty: 5241.742676
	Iteration 26Q: 3 clusters Score -5045375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5045379.000000 Penalty: 5241.742676
	Iteration 27Q: 3 clusters Score -5045379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5045380.000000 Penalty: 5241.742676
	Iteration 28Q: 3 clusters Score -5045380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5045378.000000 Penalty: 5241.742676
	Iteration 29Q: 3 clusters Score -5045378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5045380.500000 Penalty: 5241.742676
	Iteration 30Q: 3 clusters Score -5045380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5045387.000000 Penalty: 5241.742676
	Iteration 31Q: 3 clusters Score -5045387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5045387.000000 Penalty: 5241.742676
	Iteration 32F: 3 clusters Score -5045387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Entering Unmasked Estep 
Score: -2565382.000000 Penalty: 2454.248047
	Iteration 0F: 2 clusters Score -2565382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2551433.250000 Penalty: 4908.496094
	Iteration 0F: 3 clusters Score -2551433 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2556157.250000 Penalty: 4908.496094
	Iteration 1F: 3 clusters Score -2556157 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2556816.750000 Penalty: 4908.496094
	Iteration 2F: 3 clusters Score -2556817 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2557501.000000 Penalty: 4908.496094
	Iteration 3F: 3 clusters Score -2557501 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2558361.500000 Penalty: 4908.496094
	Iteration 4F: 3 clusters Score -2558362 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2559403.000000 Penalty: 4908.496094
	Iteration 5F: 3 clusters Score -2559403 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2560533.250000 Penalty: 4908.496094
	Iteration 6F: 3 clusters Score -2560533 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2561706.250000 Penalty: 4908.496094
	Iteration 7F: 3 clusters Score -2561706 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2562760.000000 Penalty: 4908.496094
	Iteration 8F: 3 clusters Score -2562760 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2563541.500000 Penalty: 4908.496094
	Iteration 9F: 3 clusters Score -2563542 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2564120.750000 Penalty: 4908.496094
	Iteration 10Q: 3 clusters Score -2564121 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2564549.250000 Penalty: 4908.496094
	Iteration 11Q: 3 clusters Score -2564549 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2564893.750000 Penalty: 4908.496094
	Iteration 12Q: 3 clusters Score -2564894 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2565109.750000 Penalty: 4908.496094
	Iteration 13Q: 3 clusters Score -2565110 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2565277.500000 Penalty: 4908.496094
	Iteration 14Q: 3 clusters Score -2565278 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2565361.500000 Penalty: 4908.496094
	Iteration 15Q: 3 clusters Score -2565362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2565427.250000 Penalty: 4908.496094
	Iteration 16Q: 3 clusters Score -2565427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2565467.000000 Penalty: 4908.496094
	Iteration 17Q: 3 clusters Score -2565467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2565496.500000 Penalty: 4908.496094
	Iteration 18Q: 3 clusters Score -2565496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2565522.250000 Penalty: 4908.496094
	Iteration 19Q: 3 clusters Score -2565522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2565532.750000 Penalty: 4908.496094
	Iteration 20F: 3 clusters Score -2565533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2565545.000000 Penalty: 4908.496094
	Iteration 21Q: 3 clusters Score -2565545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2565554.750000 Penalty: 4908.496094
	Iteration 22Q: 3 clusters Score -2565555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2565561.500000 Penalty: 4908.496094
	Iteration 23Q: 3 clusters Score -2565562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2565566.500000 Penalty: 4908.496094
	Iteration 24Q: 3 clusters Score -2565566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2565569.750000 Penalty: 4908.496094
	Iteration 25Q: 3 clusters Score -2565570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2565573.000000 Penalty: 4908.496094
	Iteration 26Q: 3 clusters Score -2565573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2565577.750000 Penalty: 4908.496094
	Iteration 27Q: 3 clusters Score -2565578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2565577.750000 Penalty: 4908.496094
	Iteration 28Q: 3 clusters Score -2565578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2565577.500000 Penalty: 4908.496094
	Iteration 29Q: 3 clusters Score -2565578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2565582.500000 Penalty: 4908.496094
	Iteration 30Q: 3 clusters Score -2565582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2565584.250000 Penalty: 4908.496094
	Iteration 31Q: 3 clusters Score -2565584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2565580.750000 Penalty: 4908.496094
	Iteration 32Q: 3 clusters Score -2565581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2565581.750000 Penalty: 4908.496094
	Iteration 33Q: 3 clusters Score -2565582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2565579.750000 Penalty: 4908.496094
	Iteration 34Q: 3 clusters Score -2565580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2565580.000000 Penalty: 4908.496094
	Iteration 35Q: 3 clusters Score -2565580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2565577.250000 Penalty: 4908.496094
	Iteration 36Q: 3 clusters Score -2565577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2565577.000000 Penalty: 4908.496094
	Iteration 37Q: 3 clusters Score -2565577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2565577.000000 Penalty: 4908.496094
	Iteration 38F: 3 clusters Score -2565577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 185474 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26698 members 
Mstep: Class 10 contains 179794 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52712 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 166734 members 
Mstep: Class 19 contains 39898 members 
Mstep: Class 20 contains 38872 members 
Mstep: Class 21 contains 18290 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1564 members 
Entering Unmasked Estep 
Score: -116072520.000000 Penalty: 81763.039062
Splitting cluster 21 changes total score from -116063168.000000 to -116072520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -1249072.625000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -1249073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1241673.875000 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -1241674 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1243716.125000 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -1243716 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1244019.500000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -1244020 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1244270.125000 Penalty: 4547.822754
	Iteration 3F: 3 clusters Score -1244270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1244488.500000 Penalty: 4547.822754
	Iteration 4Q: 3 clusters Score -1244488 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1244704.625000 Penalty: 4547.822754
	Iteration 5Q: 3 clusters Score -1244705 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1244925.625000 Penalty: 4547.822754
	Iteration 6Q: 3 clusters Score -1244926 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1245222.875000 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -1245223 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1245561.000000 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -1245561 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1245908.125000 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -1245908 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1246240.875000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -1246241 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1246526.500000 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -1246526 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1246704.250000 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -1246704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1246813.000000 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -1246813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1246878.500000 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -1246878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1246938.500000 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -1246938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1246985.125000 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -1246985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1247007.750000 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -1247008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1247030.000000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -1247030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1247046.375000 Penalty: 4547.822754
	Iteration 19Q: 3 clusters Score -1247046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1247051.750000 Penalty: 4547.822754
	Iteration 20F: 3 clusters Score -1247052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1247061.000000 Penalty: 4547.822754
	Iteration 21Q: 3 clusters Score -1247061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1247069.500000 Penalty: 4547.822754
	Iteration 22Q: 3 clusters Score -1247070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1247078.375000 Penalty: 4547.822754
	Iteration 23Q: 3 clusters Score -1247078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1247088.250000 Penalty: 4547.822754
	Iteration 24Q: 3 clusters Score -1247088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1247095.625000 Penalty: 4547.822754
	Iteration 25Q: 3 clusters Score -1247096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1247104.625000 Penalty: 4547.822754
	Iteration 26Q: 3 clusters Score -1247105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1247110.500000 Penalty: 4547.822754
	Iteration 27Q: 3 clusters Score -1247110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1247112.750000 Penalty: 4547.822754
	Iteration 28Q: 3 clusters Score -1247113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1247114.000000 Penalty: 4547.822754
	Iteration 29Q: 3 clusters Score -1247114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1247116.625000 Penalty: 4547.822754
	Iteration 30Q: 3 clusters Score -1247117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1247116.625000 Penalty: 4547.822754
	Iteration 31F: 3 clusters Score -1247117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 185474 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26698 members 
Mstep: Class 10 contains 179794 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52712 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 166734 members 
Mstep: Class 20 contains 38872 members 
Mstep: Class 21 contains 18290 members 
Mstep: Class 22 contains 9595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074384.000000 Penalty: 81763.039062
Iteration 119Q: 25 clusters Score -1.160744e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129829 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 184590 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27248 members 
Mstep: Class 10 contains 181049 members 
Mstep: Class 11 contains 11346 members 
Mstep: Class 12 contains 5773 members 
Mstep: Class 13 contains 15094 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 52754 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 29965 members 
Mstep: Class 18 contains 166492 members 
Mstep: Class 19 contains 39334 members 
Mstep: Class 20 contains 38816 members 
Mstep: Class 21 contains 18834 members 
Mstep: Class 22 contains 9593 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075208.000000 Penalty: 81763.039062
Iteration 120F: 25 clusters Score -1.160752e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129637 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 183680 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 27074 members 
Mstep: Class 10 contains 181978 members 
Mstep: Class 11 contains 11127 members 
Mstep: Class 12 contains 5779 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52758 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 29657 members 
Mstep: Class 18 contains 166228 members 
Mstep: Class 19 contains 40102 members 
Mstep: Class 20 contains 38802 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 9567 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075720.000000 Penalty: 81763.039062
Iteration 121Q: 25 clusters Score -1.160757e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 183025 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 26999 members 
Mstep: Class 10 contains 182758 members 
Mstep: Class 11 contains 11015 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52760 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 29404 members 
Mstep: Class 18 contains 165922 members 
Mstep: Class 19 contains 40541 members 
Mstep: Class 20 contains 38807 members 
Mstep: Class 21 contains 19419 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 25 clusters Score -1.160755e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 182560 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26957 members 
Mstep: Class 10 contains 183232 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52752 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 29221 members 
Mstep: Class 18 contains 165654 members 
Mstep: Class 19 contains 41004 members 
Mstep: Class 20 contains 38812 members 
Mstep: Class 21 contains 19591 members 
Mstep: Class 22 contains 9530 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1718 members 
Entering Unmasked Estep 
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Iteration 123Q: 25 clusters Score -1.160753e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182219 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26952 members 
Mstep: Class 10 contains 183454 members 
Mstep: Class 11 contains 10874 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52735 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 29089 members 
Mstep: Class 18 contains 165445 members 
Mstep: Class 19 contains 41466 members 
Mstep: Class 20 contains 38821 members 
Mstep: Class 21 contains 19743 members 
Mstep: Class 22 contains 9516 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
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Iteration 124Q: 25 clusters Score -1.160753e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 181960 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26906 members 
Mstep: Class 10 contains 183530 members 
Mstep: Class 11 contains 10842 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52727 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28977 members 
Mstep: Class 18 contains 165252 members 
Mstep: Class 19 contains 41979 members 
Mstep: Class 20 contains 38838 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 9502 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1786 members 
Entering Unmasked Estep 
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Iteration 125Q: 25 clusters Score -1.160756e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 181785 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26857 members 
Mstep: Class 10 contains 183497 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 5817 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 165116 members 
Mstep: Class 19 contains 42523 members 
Mstep: Class 20 contains 38861 members 
Mstep: Class 21 contains 19986 members 
Mstep: Class 22 contains 9485 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1807 members 
Entering Unmasked Estep 
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Iteration 126Q: 25 clusters Score -1.160756e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 181638 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26799 members 
Mstep: Class 10 contains 183390 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 5820 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52698 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 165014 members 
Mstep: Class 19 contains 43069 members 
Mstep: Class 20 contains 38874 members 
Mstep: Class 21 contains 20070 members 
Mstep: Class 22 contains 9471 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1821 members 
Entering Unmasked Estep 
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Iteration 127Q: 25 clusters Score -1.160756e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 181497 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 183243 members 
Mstep: Class 11 contains 10778 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 15115 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52695 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28722 members 
Mstep: Class 18 contains 164933 members 
Mstep: Class 19 contains 43611 members 
Mstep: Class 20 contains 38895 members 
Mstep: Class 21 contains 20125 members 
Mstep: Class 22 contains 9468 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1839 members 
Entering Unmasked Estep 
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Iteration 128Q: 25 clusters Score -1.160754e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 181392 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26674 members 
Mstep: Class 10 contains 182980 members 
Mstep: Class 11 contains 10768 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52697 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 164881 members 
Mstep: Class 19 contains 44192 members 
Mstep: Class 20 contains 38903 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 9463 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1846 members 
Entering Unmasked Estep 
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Iteration 129Q: 25 clusters Score -1.160759e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181278 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26599 members 
Mstep: Class 10 contains 182642 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 15148 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52705 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 164897 members 
Mstep: Class 19 contains 44820 members 
Mstep: Class 20 contains 38917 members 
Mstep: Class 21 contains 20213 members 
Mstep: Class 22 contains 9454 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1852 members 
Entering Unmasked Estep 
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Iteration 130Q: 25 clusters Score -1.160761e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128338 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181219 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26524 members 
Mstep: Class 10 contains 182255 members 
Mstep: Class 11 contains 10732 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 15170 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52707 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28574 members 
Mstep: Class 18 contains 164891 members 
Mstep: Class 19 contains 45444 members 
Mstep: Class 20 contains 38935 members 
Mstep: Class 21 contains 20258 members 
Mstep: Class 22 contains 9448 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1856 members 
Entering Unmasked Estep 
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Iteration 131Q: 25 clusters Score -1.160761e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128202 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181169 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26463 members 
Mstep: Class 10 contains 181795 members 
Mstep: Class 11 contains 10717 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 15188 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52710 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28549 members 
Mstep: Class 18 contains 164896 members 
Mstep: Class 19 contains 46095 members 
Mstep: Class 20 contains 38951 members 
Mstep: Class 21 contains 20294 members 
Mstep: Class 22 contains 9442 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1862 members 
Entering Unmasked Estep 
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Iteration 132Q: 25 clusters Score -1.160765e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181154 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26381 members 
Mstep: Class 10 contains 181298 members 
Mstep: Class 11 contains 10710 members 
Mstep: Class 12 contains 5918 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52717 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 164912 members 
Mstep: Class 19 contains 46773 members 
Mstep: Class 20 contains 38963 members 
Mstep: Class 21 contains 20327 members 
Mstep: Class 22 contains 9445 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1868 members 
Entering Unmasked Estep 
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Iteration 133Q: 25 clusters Score -1.160767e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181191 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26299 members 
Mstep: Class 10 contains 180813 members 
Mstep: Class 11 contains 10692 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 15194 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28504 members 
Mstep: Class 18 contains 164918 members 
Mstep: Class 19 contains 47460 members 
Mstep: Class 20 contains 38987 members 
Mstep: Class 21 contains 20348 members 
Mstep: Class 22 contains 9445 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1871 members 
Entering Unmasked Estep 
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Iteration 134Q: 25 clusters Score -1.16077e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 181197 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26223 members 
Mstep: Class 10 contains 180337 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 15200 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28473 members 
Mstep: Class 18 contains 164933 members 
Mstep: Class 19 contains 48145 members 
Mstep: Class 20 contains 38997 members 
Mstep: Class 21 contains 20367 members 
Mstep: Class 22 contains 9451 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1873 members 
Entering Unmasked Estep 
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Iteration 135Q: 25 clusters Score -1.160774e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 181197 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 26176 members 
Mstep: Class 10 contains 179821 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 15213 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52719 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28448 members 
Mstep: Class 18 contains 164969 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 39003 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 9460 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
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Iteration 136Q: 25 clusters Score -1.160776e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 181189 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 26131 members 
Mstep: Class 10 contains 179274 members 
Mstep: Class 11 contains 10638 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 15219 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52720 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28417 members 
Mstep: Class 18 contains 165011 members 
Mstep: Class 19 contains 49551 members 
Mstep: Class 20 contains 39015 members 
Mstep: Class 21 contains 20407 members 
Mstep: Class 22 contains 9461 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
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Iteration 137Q: 25 clusters Score -1.160779e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 181190 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 26076 members 
Mstep: Class 10 contains 178732 members 
Mstep: Class 11 contains 10628 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52718 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28394 members 
Mstep: Class 18 contains 165054 members 
Mstep: Class 19 contains 50271 members 
Mstep: Class 20 contains 39017 members 
Mstep: Class 21 contains 20420 members 
Mstep: Class 22 contains 9468 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1880 members 
Entering Unmasked Estep 
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Iteration 138Q: 25 clusters Score -1.160779e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 181189 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26021 members 
Mstep: Class 10 contains 178150 members 
Mstep: Class 11 contains 10637 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52715 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28370 members 
Mstep: Class 18 contains 165092 members 
Mstep: Class 19 contains 51002 members 
Mstep: Class 20 contains 39025 members 
Mstep: Class 21 contains 20437 members 
Mstep: Class 22 contains 9476 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1884 members 
Entering Unmasked Estep 
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Iteration 139Q: 25 clusters Score -1.16078e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 181186 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25971 members 
Mstep: Class 10 contains 177518 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52715 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 165122 members 
Mstep: Class 19 contains 51819 members 
Mstep: Class 20 contains 39025 members 
Mstep: Class 21 contains 20452 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1887 members 
Entering Unmasked Estep 
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Iteration 140F: 25 clusters Score -1.160783e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 181182 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25938 members 
Mstep: Class 10 contains 176871 members 
Mstep: Class 11 contains 10622 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 15227 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52719 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28317 members 
Mstep: Class 18 contains 165138 members 
Mstep: Class 19 contains 52661 members 
Mstep: Class 20 contains 39040 members 
Mstep: Class 21 contains 20469 members 
Mstep: Class 22 contains 9481 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
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Iteration 141Q: 25 clusters Score -1.160784e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126486 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 181181 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25898 members 
Mstep: Class 10 contains 176216 members 
Mstep: Class 11 contains 10604 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 15239 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52727 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28289 members 
Mstep: Class 18 contains 165168 members 
Mstep: Class 19 contains 53518 members 
Mstep: Class 20 contains 39055 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 9487 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
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Iteration 142Q: 25 clusters Score -1.160784e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126341 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 181178 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25875 members 
Mstep: Class 10 contains 175523 members 
Mstep: Class 11 contains 10589 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28265 members 
Mstep: Class 18 contains 165166 members 
Mstep: Class 19 contains 54405 members 
Mstep: Class 20 contains 39064 members 
Mstep: Class 21 contains 20487 members 
Mstep: Class 22 contains 9490 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1892 members 
Entering Unmasked Estep 
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Iteration 143Q: 25 clusters Score -1.160784e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126218 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 181155 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25839 members 
Mstep: Class 10 contains 174794 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52738 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28236 members 
Mstep: Class 18 contains 165149 members 
Mstep: Class 19 contains 55346 members 
Mstep: Class 20 contains 39077 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 22 contains 9493 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1895 members 
Entering Unmasked Estep 
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Iteration 144Q: 25 clusters Score -1.160783e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 126087 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 181144 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25783 members 
Mstep: Class 10 contains 174044 members 
Mstep: Class 11 contains 10565 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 15254 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28210 members 
Mstep: Class 18 contains 165152 members 
Mstep: Class 19 contains 56327 members 
Mstep: Class 20 contains 39080 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 22 contains 9496 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1896 members 
Entering Unmasked Estep 
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Iteration 145Q: 25 clusters Score -1.160785e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 181154 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25741 members 
Mstep: Class 10 contains 173228 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 15261 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28180 members 
Mstep: Class 18 contains 165134 members 
Mstep: Class 19 contains 57373 members 
Mstep: Class 20 contains 39081 members 
Mstep: Class 21 contains 20491 members 
Mstep: Class 22 contains 9497 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1897 members 
Entering Unmasked Estep 
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Iteration 146Q: 25 clusters Score -1.160786e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 181175 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25683 members 
Mstep: Class 10 contains 172332 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 15265 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52729 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28151 members 
Mstep: Class 18 contains 165115 members 
Mstep: Class 19 contains 58493 members 
Mstep: Class 20 contains 39095 members 
Mstep: Class 21 contains 20489 members 
Mstep: Class 22 contains 9498 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078672.000000 Penalty: 81763.039062
Iteration 147Q: 25 clusters Score -1.160787e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 181180 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 171435 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 5935 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52729 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28112 members 
Mstep: Class 18 contains 165093 members 
Mstep: Class 19 contains 59678 members 
Mstep: Class 20 contains 39105 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 22 contains 9503 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078592.000000 Penalty: 81763.039062
Iteration 148Q: 25 clusters Score -1.160786e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 181201 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25530 members 
Mstep: Class 10 contains 170525 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 15267 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52734 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28081 members 
Mstep: Class 18 contains 165086 members 
Mstep: Class 19 contains 60883 members 
Mstep: Class 20 contains 39108 members 
Mstep: Class 21 contains 20502 members 
Mstep: Class 22 contains 9504 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078544.000000 Penalty: 81763.039062
Iteration 149Q: 25 clusters Score -1.160785e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 181199 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25436 members 
Mstep: Class 10 contains 169598 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 52734 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28059 members 
Mstep: Class 18 contains 165080 members 
Mstep: Class 19 contains 62093 members 
Mstep: Class 20 contains 39111 members 
Mstep: Class 21 contains 20510 members 
Mstep: Class 22 contains 9511 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078680.000000 Penalty: 81763.039062
Iteration 150Q: 25 clusters Score -1.160787e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 181206 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25349 members 
Mstep: Class 10 contains 168617 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52743 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28025 members 
Mstep: Class 18 contains 165104 members 
Mstep: Class 19 contains 63340 members 
Mstep: Class 20 contains 39113 members 
Mstep: Class 21 contains 20518 members 
Mstep: Class 22 contains 9518 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079056.000000 Penalty: 81763.039062
Iteration 151Q: 25 clusters Score -1.160791e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 181209 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25269 members 
Mstep: Class 10 contains 167612 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 5901 members 
Mstep: Class 13 contains 15296 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52742 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27996 members 
Mstep: Class 18 contains 165130 members 
Mstep: Class 19 contains 64598 members 
Mstep: Class 20 contains 39119 members 
Mstep: Class 21 contains 20528 members 
Mstep: Class 22 contains 9525 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078984.000000 Penalty: 81763.039062
Iteration 152Q: 25 clusters Score -1.16079e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124671 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 181186 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25170 members 
Mstep: Class 10 contains 166666 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 15304 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52740 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27954 members 
Mstep: Class 18 contains 165188 members 
Mstep: Class 19 contains 65841 members 
Mstep: Class 20 contains 39126 members 
Mstep: Class 21 contains 20536 members 
Mstep: Class 22 contains 9532 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079112.000000 Penalty: 81763.039062
Iteration 153Q: 25 clusters Score -1.160791e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 181151 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25055 members 
Mstep: Class 10 contains 165659 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52739 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27906 members 
Mstep: Class 18 contains 165274 members 
Mstep: Class 19 contains 67165 members 
Mstep: Class 20 contains 39139 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 9538 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079656.000000 Penalty: 81763.039062
Iteration 154Q: 25 clusters Score -1.160797e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 181180 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24943 members 
Mstep: Class 10 contains 164526 members 
Mstep: Class 11 contains 10485 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52734 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27857 members 
Mstep: Class 18 contains 165315 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 20558 members 
Mstep: Class 22 contains 9538 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080128.000000 Penalty: 81763.039062
Iteration 155Q: 25 clusters Score -1.160801e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 181190 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24838 members 
Mstep: Class 10 contains 163341 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52728 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27814 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 70079 members 
Mstep: Class 20 contains 39155 members 
Mstep: Class 21 contains 20565 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080432.000000 Penalty: 81763.039062
Iteration 156Q: 25 clusters Score -1.160804e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123762 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 181215 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24736 members 
Mstep: Class 10 contains 162168 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 15331 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52731 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27767 members 
Mstep: Class 18 contains 165443 members 
Mstep: Class 19 contains 71517 members 
Mstep: Class 20 contains 39161 members 
Mstep: Class 21 contains 20572 members 
Mstep: Class 22 contains 9542 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 81763.039062
Iteration 157Q: 25 clusters Score -1.160807e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 181230 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24602 members 
Mstep: Class 10 contains 160972 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52729 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27714 members 
Mstep: Class 18 contains 165510 members 
Mstep: Class 19 contains 73023 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 20581 members 
Mstep: Class 22 contains 9551 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 81763.039062
Iteration 158Q: 25 clusters Score -1.160807e+08 nChanged 2363
Entering ConstructFrom: 
Score: -116080736.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (123338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Entering Unmasked Estep 
Score: -15779497.000000 Penalty: 2907.225586
	Iteration 0F: 2 clusters Score -1.57795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -15697022.000000 Penalty: 5814.451172
	Iteration 0F: 3 clusters Score -1.569702e+07 nChanged 58622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -15731042.000000 Penalty: 5814.451172
	Iteration 1F: 3 clusters Score -1.573104e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -15732254.000000 Penalty: 5814.451172
	Iteration 2Q: 3 clusters Score -1.573225e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -15733929.000000 Penalty: 5814.451172
	Iteration 3Q: 3 clusters Score -1.573393e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -15736381.000000 Penalty: 5814.451172
	Iteration 4Q: 3 clusters Score -1.573638e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -15739559.000000 Penalty: 5814.451172
	Iteration 5F: 3 clusters Score -1.573956e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -15743674.000000 Penalty: 5814.451172
	Iteration 6F: 3 clusters Score -1.574367e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -15749094.000000 Penalty: 5814.451172
	Iteration 7F: 3 clusters Score -1.574909e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -15755485.000000 Penalty: 5814.451172
	Iteration 8F: 3 clusters Score -1.575548e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -15760539.000000 Penalty: 5814.451172
	Iteration 9F: 3 clusters Score -1.576054e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -15762976.000000 Penalty: 5814.451172
	Iteration 10Q: 3 clusters Score -1.576298e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -15764182.000000 Penalty: 5814.451172
	Iteration 11Q: 3 clusters Score -1.576418e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -15764859.000000 Penalty: 5814.451172
	Iteration 12Q: 3 clusters Score -1.576486e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -15765402.000000 Penalty: 5814.451172
	Iteration 13Q: 3 clusters Score -1.57654e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -15766046.000000 Penalty: 5814.451172
	Iteration 14Q: 3 clusters Score -1.576605e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -15766546.000000 Penalty: 5814.451172
	Iteration 15Q: 3 clusters Score -1.576655e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -15767109.000000 Penalty: 5814.451172
	Iteration 16Q: 3 clusters Score -1.576711e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -15767826.000000 Penalty: 5814.451172
	Iteration 17Q: 3 clusters Score -1.576783e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -15768343.000000 Penalty: 5814.451172
	Iteration 18Q: 3 clusters Score -1.576834e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -15768902.000000 Penalty: 5814.451172
	Iteration 19Q: 3 clusters Score -1.57689e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -15769528.000000 Penalty: 5814.451172
	Iteration 20F: 3 clusters Score -1.576953e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -15770190.000000 Penalty: 5814.451172
	Iteration 21Q: 3 clusters Score -1.577019e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -15770748.000000 Penalty: 5814.451172
	Iteration 22Q: 3 clusters Score -1.577075e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -15771291.000000 Penalty: 5814.451172
	Iteration 23Q: 3 clusters Score -1.577129e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -15771878.000000 Penalty: 5814.451172
	Iteration 24Q: 3 clusters Score -1.577188e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -15772357.000000 Penalty: 5814.451172
	Iteration 25Q: 3 clusters Score -1.577236e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -15772884.000000 Penalty: 5814.451172
	Iteration 26Q: 3 clusters Score -1.577288e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -15773251.000000 Penalty: 5814.451172
	Iteration 27Q: 3 clusters Score -1.577325e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -15773597.000000 Penalty: 5814.451172
	Iteration 28Q: 3 clusters Score -1.57736e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -15773911.000000 Penalty: 5814.451172
	Iteration 29Q: 3 clusters Score -1.577391e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -15774209.000000 Penalty: 5814.451172
	Iteration 30Q: 3 clusters Score -1.577421e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -15774594.000000 Penalty: 5814.451172
	Iteration 31Q: 3 clusters Score -1.577459e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -15774922.000000 Penalty: 5814.451172
	Iteration 32Q: 3 clusters Score -1.577492e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -15775169.000000 Penalty: 5814.451172
	Iteration 33Q: 3 clusters Score -1.577517e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -15775390.000000 Penalty: 5814.451172
	Iteration 34Q: 3 clusters Score -1.577539e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -15775554.000000 Penalty: 5814.451172
	Iteration 35Q: 3 clusters Score -1.577555e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -15775708.000000 Penalty: 5814.451172
	Iteration 36Q: 3 clusters Score -1.577571e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -15775855.000000 Penalty: 5814.451172
	Iteration 37Q: 3 clusters Score -1.577586e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -15776006.000000 Penalty: 5814.451172
	Iteration 38Q: 3 clusters Score -1.577601e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -15776159.000000 Penalty: 5814.451172
	Iteration 39Q: 3 clusters Score -1.577616e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -15776307.000000 Penalty: 5814.451172
	Iteration 40F: 3 clusters Score -1.577631e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -15776397.000000 Penalty: 5814.451172
	Iteration 41Q: 3 clusters Score -1.57764e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -15776449.000000 Penalty: 5814.451172
	Iteration 42Q: 3 clusters Score -1.577645e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -15776573.000000 Penalty: 5814.451172
	Iteration 43Q: 3 clusters Score -1.577657e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -15776659.000000 Penalty: 5814.451172
	Iteration 44Q: 3 clusters Score -1.577666e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -15776708.000000 Penalty: 5814.451172
	Iteration 45Q: 3 clusters Score -1.577671e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -15776736.000000 Penalty: 5814.451172
	Iteration 46Q: 3 clusters Score -1.577674e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -15776759.000000 Penalty: 5814.451172
	Iteration 47Q: 3 clusters Score -1.577676e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -15776829.000000 Penalty: 5814.451172
	Iteration 48Q: 3 clusters Score -1.577683e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -15776852.000000 Penalty: 5814.451172
	Iteration 49Q: 3 clusters Score -1.577685e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -15776923.000000 Penalty: 5814.451172
	Iteration 50Q: 3 clusters Score -1.577692e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -15776961.000000 Penalty: 5814.451172
	Iteration 51Q: 3 clusters Score -1.577696e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -15776966.000000 Penalty: 5814.451172
	Iteration 52Q: 3 clusters Score -1.577697e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -15776992.000000 Penalty: 5814.451172
	Iteration 53Q: 3 clusters Score -1.577699e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119860 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -15777020.000000 Penalty: 5814.451172
	Iteration 54Q: 3 clusters Score -1.577702e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -15777078.000000 Penalty: 5814.451172
	Iteration 55Q: 3 clusters Score -1.577708e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -15777119.000000 Penalty: 5814.451172
	Iteration 56Q: 3 clusters Score -1.577712e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -15777186.000000 Penalty: 5814.451172
	Iteration 57Q: 3 clusters Score -1.577719e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -15777212.000000 Penalty: 5814.451172
	Iteration 58Q: 3 clusters Score -1.577721e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -15777209.000000 Penalty: 5814.451172
	Iteration 59Q: 3 clusters Score -1.577721e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -15777261.000000 Penalty: 5814.451172
	Iteration 60F: 3 clusters Score -1.577726e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -15777285.000000 Penalty: 5814.451172
	Iteration 61Q: 3 clusters Score -1.577728e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -15777296.000000 Penalty: 5814.451172
	Iteration 62Q: 3 clusters Score -1.57773e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -15777322.000000 Penalty: 5814.451172
	Iteration 63Q: 3 clusters Score -1.577732e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -15777339.000000 Penalty: 5814.451172
	Iteration 64Q: 3 clusters Score -1.577734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -15777359.000000 Penalty: 5814.451172
	Iteration 65Q: 3 clusters Score -1.577736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -15777387.000000 Penalty: 5814.451172
	Iteration 66Q: 3 clusters Score -1.577739e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -15777401.000000 Penalty: 5814.451172
	Iteration 67Q: 3 clusters Score -1.57774e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -15777405.000000 Penalty: 5814.451172
	Iteration 68Q: 3 clusters Score -1.57774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15777399.000000 Penalty: 5814.451172
	Iteration 69Q: 3 clusters Score -1.57774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15777412.000000 Penalty: 5814.451172
	Iteration 70Q: 3 clusters Score -1.577741e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15777414.000000 Penalty: 5814.451172
	Iteration 71Q: 3 clusters Score -1.577741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121177 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15777430.000000 Penalty: 5814.451172
	Iteration 72Q: 3 clusters Score -1.577743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15777446.000000 Penalty: 5814.451172
	Iteration 73Q: 3 clusters Score -1.577745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -15777457.000000 Penalty: 5814.451172
	Iteration 74Q: 3 clusters Score -1.577746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -15777465.000000 Penalty: 5814.451172
	Iteration 75Q: 3 clusters Score -1.577746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121232 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -15777469.000000 Penalty: 5814.451172
	Iteration 76Q: 3 clusters Score -1.577747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -15777474.000000 Penalty: 5814.451172
	Iteration 77Q: 3 clusters Score -1.577747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121252 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15777481.000000 Penalty: 5814.451172
	Iteration 78Q: 3 clusters Score -1.577748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -15777467.000000 Penalty: 5814.451172
	Iteration 79Q: 3 clusters Score -1.577747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121278 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15777466.000000 Penalty: 5814.451172
	Iteration 80F: 3 clusters Score -1.577747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -15777449.000000 Penalty: 5814.451172
	Iteration 81Q: 3 clusters Score -1.577745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15777475.000000 Penalty: 5814.451172
	Iteration 82Q: 3 clusters Score -1.577748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15777475.000000 Penalty: 5814.451172
	Iteration 83Q: 3 clusters Score -1.577748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15777481.000000 Penalty: 5814.451172
	Iteration 84Q: 3 clusters Score -1.577748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15777481.000000 Penalty: 5814.451172
	Iteration 85Q: 3 clusters Score -1.577748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15777485.000000 Penalty: 5814.451172
	Iteration 86Q: 3 clusters Score -1.577748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121353 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -15777498.000000 Penalty: 5814.451172
	Iteration 87Q: 3 clusters Score -1.57775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15777490.000000 Penalty: 5814.451172
	Iteration 88Q: 3 clusters Score -1.577749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15777496.000000 Penalty: 5814.451172
	Iteration 89Q: 3 clusters Score -1.57775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -15777486.000000 Penalty: 5814.451172
	Iteration 90Q: 3 clusters Score -1.577749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -15777476.000000 Penalty: 5814.451172
	Iteration 91Q: 3 clusters Score -1.577748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -15777485.000000 Penalty: 5814.451172
	Iteration 92Q: 3 clusters Score -1.577748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -15777486.000000 Penalty: 5814.451172
	Iteration 93Q: 3 clusters Score -1.577749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -15777491.000000 Penalty: 5814.451172
	Iteration 94Q: 3 clusters Score -1.577749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -15777491.000000 Penalty: 5814.451172
	Iteration 95F: 3 clusters Score -1.577749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -381075.625000 Penalty: 1986.322021
	Iteration 0F: 2 clusters Score -381075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -377796.687500 Penalty: 3972.644043
	Iteration 0F: 3 clusters Score -377796.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -378472.937500 Penalty: 3972.644043
	Iteration 1F: 3 clusters Score -378472.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -378660.656250 Penalty: 3972.644043
	Iteration 2F: 3 clusters Score -378660.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -378752.312500 Penalty: 3972.644043
	Iteration 3Q: 3 clusters Score -378752.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -378801.687500 Penalty: 3972.644043
	Iteration 4Q: 3 clusters Score -378801.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -378839.718750 Penalty: 3972.644043
	Iteration 5Q: 3 clusters Score -378839.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -378866.406250 Penalty: 3972.644043
	Iteration 6Q: 3 clusters Score -378866.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -378888.468750 Penalty: 3972.644043
	Iteration 7Q: 3 clusters Score -378888.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -378915.062500 Penalty: 3972.644043
	Iteration 8Q: 3 clusters Score -378915.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -378944.875000 Penalty: 3972.644043
	Iteration 9Q: 3 clusters Score -378944.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -378979.843750 Penalty: 3972.644043
	Iteration 10Q: 3 clusters Score -378979.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -379014.406250 Penalty: 3972.644043
	Iteration 11Q: 3 clusters Score -379014.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -379051.187500 Penalty: 3972.644043
	Iteration 12Q: 3 clusters Score -379051.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -379090.312500 Penalty: 3972.644043
	Iteration 13Q: 3 clusters Score -379090.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -379120.875000 Penalty: 3972.644043
	Iteration 14Q: 3 clusters Score -379120.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -379151.281250 Penalty: 3972.644043
	Iteration 15Q: 3 clusters Score -379151.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -379178.093750 Penalty: 3972.644043
	Iteration 16Q: 3 clusters Score -379178.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -379201.937500 Penalty: 3972.644043
	Iteration 17Q: 3 clusters Score -379201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -379223.781250 Penalty: 3972.644043
	Iteration 18Q: 3 clusters Score -379223.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -379241.812500 Penalty: 3972.644043
	Iteration 19Q: 3 clusters Score -379241.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -379261.531250 Penalty: 3972.644043
	Iteration 20F: 3 clusters Score -379261.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -379282.937500 Penalty: 3972.644043
	Iteration 21Q: 3 clusters Score -379282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -379300.093750 Penalty: 3972.644043
	Iteration 22Q: 3 clusters Score -379300.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -379313.218750 Penalty: 3972.644043
	Iteration 23Q: 3 clusters Score -379313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -379324.562500 Penalty: 3972.644043
	Iteration 24Q: 3 clusters Score -379324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -379336.750000 Penalty: 3972.644043
	Iteration 25Q: 3 clusters Score -379336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -379346.375000 Penalty: 3972.644043
	Iteration 26Q: 3 clusters Score -379346.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -379355.843750 Penalty: 3972.644043
	Iteration 27Q: 3 clusters Score -379355.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -379362.843750 Penalty: 3972.644043
	Iteration 28Q: 3 clusters Score -379362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -379373.031250 Penalty: 3972.644043
	Iteration 29Q: 3 clusters Score -379373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -379385.062500 Penalty: 3972.644043
	Iteration 30Q: 3 clusters Score -379385.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -379401.343750 Penalty: 3972.644043
	Iteration 31Q: 3 clusters Score -379401.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -379419.468750 Penalty: 3972.644043
	Iteration 32Q: 3 clusters Score -379419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -379433.562500 Penalty: 3972.644043
	Iteration 33Q: 3 clusters Score -379433.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -379445.937500 Penalty: 3972.644043
	Iteration 34Q: 3 clusters Score -379445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -379456.781250 Penalty: 3972.644043
	Iteration 35Q: 3 clusters Score -379456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -379467.718750 Penalty: 3972.644043
	Iteration 36Q: 3 clusters Score -379467.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -379477.593750 Penalty: 3972.644043
	Iteration 37Q: 3 clusters Score -379477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -379488.093750 Penalty: 3972.644043
	Iteration 38Q: 3 clusters Score -379488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -379498.500000 Penalty: 3972.644043
	Iteration 39Q: 3 clusters Score -379498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -379507.593750 Penalty: 3972.644043
	Iteration 40F: 3 clusters Score -379507.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -379512.281250 Penalty: 3972.644043
	Iteration 41Q: 3 clusters Score -379512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -379515.937500 Penalty: 3972.644043
	Iteration 42Q: 3 clusters Score -379515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -379517.531250 Penalty: 3972.644043
	Iteration 43Q: 3 clusters Score -379517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -379519.500000 Penalty: 3972.644043
	Iteration 44Q: 3 clusters Score -379519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -379519.843750 Penalty: 3972.644043
	Iteration 45Q: 3 clusters Score -379519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -379522.687500 Penalty: 3972.644043
	Iteration 46Q: 3 clusters Score -379522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -379523.156250 Penalty: 3972.644043
	Iteration 47Q: 3 clusters Score -379523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -379523.156250 Penalty: 3972.644043
	Iteration 48F: 3 clusters Score -379523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126852.390625 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126852.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127310.820312 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127310.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127428.531250 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127428.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127499.734375 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -127499.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127553.171875 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127553.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127600.492188 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127600.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127664.859375 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127706.851562 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127706.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127753.828125 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -127753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127800.796875 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -127800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127815.921875 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -127815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -127831.968750 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -127832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127837.515625 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -127837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -127844.820312 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -127844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127846.320312 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -127846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127847.257812 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -127847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127847.257812 Penalty: 3459.341553
	Iteration 16F: 3 clusters Score -127847.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -293334.906250 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -293334.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290460.593750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -290460.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -291054.718750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -291054.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -291248.750000 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -291248.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -291388.187500 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -291388.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -291518.718750 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -291518.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291634.593750 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -291634.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -291746.875000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -291746.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -291847.250000 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -291847.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291927.875000 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -291927.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -291978.312500 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -291978.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -292018.750000 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -292018.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -292055.375000 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -292055.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -292078.593750 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -292078.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292089.312500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -292089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292094.218750 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -292094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -292096.718750 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -292096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -292101.375000 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -292101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292102.875000 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -292102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -292105.062500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -292105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -292107.625000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -292107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -292109.500000 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -292109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -292112.468750 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -292112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -292119.500000 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -292119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -292126.406250 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -292126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -292129.562500 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -292129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -292130.718750 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -292130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -292131.406250 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -292131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -292132.218750 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -292132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292133.062500 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -292133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -292134.093750 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -292134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -292135.781250 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -292135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -292136.093750 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -292136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -292136.625000 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -292136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -292136.625000 Penalty: 3868.677490
	Iteration 33F: 3 clusters Score -292136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (181219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Entering Unmasked Estep 
Score: -23114212.000000 Penalty: 3002.650635
	Iteration 0F: 2 clusters Score -2.311421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -22994074.000000 Penalty: 6005.301270
	Iteration 0F: 3 clusters Score -2.299407e+07 nChanged 86724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -23045390.000000 Penalty: 6005.301270
	Iteration 1F: 3 clusters Score -2.304539e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -23047184.000000 Penalty: 6005.301270
	Iteration 2Q: 3 clusters Score -2.304718e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -23050396.000000 Penalty: 6005.301270
	Iteration 3Q: 3 clusters Score -2.30504e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -23057028.000000 Penalty: 6005.301270
	Iteration 4F: 3 clusters Score -2.305703e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -23068942.000000 Penalty: 6005.301270
	Iteration 5F: 3 clusters Score -2.306894e+07 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -23085998.000000 Penalty: 6005.301270
	Iteration 6F: 3 clusters Score -2.3086e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -23101096.000000 Penalty: 6005.301270
	Iteration 7F: 3 clusters Score -2.31011e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 177614 members 
Entering Unmasked Estep 
Score: -23108706.000000 Penalty: 6005.301270
	Iteration 8Q: 3 clusters Score -2.310871e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -23110782.000000 Penalty: 6005.301270
	Iteration 9Q: 3 clusters Score -2.311078e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 180835 members 
Entering Unmasked Estep 
Score: -23111274.000000 Penalty: 6005.301270
	Iteration 10Q: 3 clusters Score -2.311127e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -23111428.000000 Penalty: 6005.301270
	Iteration 11Q: 3 clusters Score -2.311143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -23111460.000000 Penalty: 6005.301270
	Iteration 12Q: 3 clusters Score -2.311146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181011 members 
Entering Unmasked Estep 
Score: -23111502.000000 Penalty: 6005.301270
	Iteration 13Q: 3 clusters Score -2.31115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -23111518.000000 Penalty: 6005.301270
	Iteration 14Q: 3 clusters Score -2.311152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -23111522.000000 Penalty: 6005.301270
	Iteration 15Q: 3 clusters Score -2.311152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -23111554.000000 Penalty: 6005.301270
	Iteration 16Q: 3 clusters Score -2.311155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -23111540.000000 Penalty: 6005.301270
	Iteration 17Q: 3 clusters Score -2.311154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181033 members 
Entering Unmasked Estep 
Score: -23111540.000000 Penalty: 6005.301270
	Iteration 18Q: 3 clusters Score -2.311154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181033 members 
Entering Unmasked Estep 
Score: -23111542.000000 Penalty: 6005.301270
	Iteration 19Q: 3 clusters Score -2.311154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -23111554.000000 Penalty: 6005.301270
	Iteration 20F: 3 clusters Score -2.311155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -23111566.000000 Penalty: 6005.301270
	Iteration 21Q: 3 clusters Score -2.311157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -23111566.000000 Penalty: 6005.301270
	Iteration 22F: 3 clusters Score -2.311157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -423415.000000 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -423415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -419791.406250 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -419791.4 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -420556.968750 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -420557 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -420724.593750 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -420724.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -420836.031250 Penalty: 4044.061523
	Iteration 3Q: 3 clusters Score -420836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -420935.500000 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -420935.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -421031.593750 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -421031.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -421126.718750 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -421126.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -421197.437500 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -421197.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -421257.468750 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -421257.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -421306.593750 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -421306.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -421358.312500 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -421358.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -421396.968750 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -421397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -421428.406250 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -421428.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -421459.187500 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -421459.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -421482.218750 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -421482.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -421499.687500 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -421499.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -421518.343750 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -421518.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -421533.062500 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -421533.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -421549.062500 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -421549.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -421566.125000 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -421566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -421575.718750 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -421575.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -421583.281250 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -421583.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -421587.718750 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -421587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -421590.218750 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -421590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -421592.718750 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -421592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -421595.687500 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -421595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -421602.125000 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -421602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -421605.906250 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -421605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -421608.531250 Penalty: 4044.061523
	Iteration 28Q: 3 clusters Score -421608.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -421612.656250 Penalty: 4044.061523
	Iteration 29Q: 3 clusters Score -421612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -421616.031250 Penalty: 4044.061523
	Iteration 30Q: 3 clusters Score -421616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -421619.562500 Penalty: 4044.061523
	Iteration 31Q: 3 clusters Score -421619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -421623.000000 Penalty: 4044.061523
	Iteration 32Q: 3 clusters Score -421623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -421631.187500 Penalty: 4044.061523
	Iteration 33Q: 3 clusters Score -421631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -421637.218750 Penalty: 4044.061523
	Iteration 34Q: 3 clusters Score -421637.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -421645.687500 Penalty: 4044.061523
	Iteration 35Q: 3 clusters Score -421645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -421653.593750 Penalty: 4044.061523
	Iteration 36Q: 3 clusters Score -421653.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -421661.531250 Penalty: 4044.061523
	Iteration 37Q: 3 clusters Score -421661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -421668.312500 Penalty: 4044.061523
	Iteration 38Q: 3 clusters Score -421668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -421676.000000 Penalty: 4044.061523
	Iteration 39Q: 3 clusters Score -421676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -421683.593750 Penalty: 4044.061523
	Iteration 40F: 3 clusters Score -421683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -421687.812500 Penalty: 4044.061523
	Iteration 41Q: 3 clusters Score -421687.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -421692.687500 Penalty: 4044.061523
	Iteration 42Q: 3 clusters Score -421692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -421697.406250 Penalty: 4044.061523
	Iteration 43Q: 3 clusters Score -421697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -421700.250000 Penalty: 4044.061523
	Iteration 44Q: 3 clusters Score -421700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -421701.187500 Penalty: 4044.061523
	Iteration 45Q: 3 clusters Score -421701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -421702.906250 Penalty: 4044.061523
	Iteration 46Q: 3 clusters Score -421702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -421704.437500 Penalty: 4044.061523
	Iteration 47Q: 3 clusters Score -421704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -421709.437500 Penalty: 4044.061523
	Iteration 48Q: 3 clusters Score -421709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -421709.437500 Penalty: 4044.061523
	Iteration 49Q: 3 clusters Score -421709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -421711.312500 Penalty: 4044.061523
	Iteration 50Q: 3 clusters Score -421711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -421713.250000 Penalty: 4044.061523
	Iteration 51Q: 3 clusters Score -421713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -421714.093750 Penalty: 4044.061523
	Iteration 52Q: 3 clusters Score -421714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -421717.531250 Penalty: 4044.061523
	Iteration 53Q: 3 clusters Score -421717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -421721.343750 Penalty: 4044.061523
	Iteration 54Q: 3 clusters Score -421721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -421725.000000 Penalty: 4044.061523
	Iteration 55Q: 3 clusters Score -421725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -421728.750000 Penalty: 4044.061523
	Iteration 56Q: 3 clusters Score -421728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -421730.000000 Penalty: 4044.061523
	Iteration 57Q: 3 clusters Score -421730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -421734.031250 Penalty: 4044.061523
	Iteration 58Q: 3 clusters Score -421734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -421736.718750 Penalty: 4044.061523
	Iteration 59Q: 3 clusters Score -421736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -421738.406250 Penalty: 4044.061523
	Iteration 60F: 3 clusters Score -421738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -421738.031250 Penalty: 4044.061523
	Iteration 61Q: 3 clusters Score -421738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -421739.156250 Penalty: 4044.061523
	Iteration 62Q: 3 clusters Score -421739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -421739.468750 Penalty: 4044.061523
	Iteration 63Q: 3 clusters Score -421739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -421739.468750 Penalty: 4044.061523
	Iteration 64F: 3 clusters Score -421739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28347.189453 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28347.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28460.021484 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28460.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28487.958984 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28487.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28489.904297 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28495.515625 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -28495.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28508.951172 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -28508.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28515.759766 Penalty: 2763.788330
	Iteration 6Q: 3 clusters Score -28515.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28515.759766 Penalty: 2763.788330
	Iteration 7F: 3 clusters Score -28515.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25245.027344 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25245.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25376.904297 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25426.025391 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25426.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25449.904297 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25460.181641 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25460.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25460.181641 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -25460.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Entering Unmasked Estep 
Score: -3137214.500000 Penalty: 2506.060059
	Iteration 0F: 2 clusters Score -3137214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3120340.250000 Penalty: 5012.120117
	Iteration 0F: 3 clusters Score -3120340 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3126027.750000 Penalty: 5012.120117
	Iteration 1F: 3 clusters Score -3126028 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3126405.500000 Penalty: 5012.120117
	Iteration 2Q: 3 clusters Score -3126406 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3126720.000000 Penalty: 5012.120117
	Iteration 3Q: 3 clusters Score -3126720 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3127019.750000 Penalty: 5012.120117
	Iteration 4Q: 3 clusters Score -3127020 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3127287.000000 Penalty: 5012.120117
	Iteration 5Q: 3 clusters Score -3127287 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3127652.250000 Penalty: 5012.120117
	Iteration 6Q: 3 clusters Score -3127652 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3128120.750000 Penalty: 5012.120117
	Iteration 7Q: 3 clusters Score -3128121 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3128862.750000 Penalty: 5012.120117
	Iteration 8F: 3 clusters Score -3128863 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3129999.500000 Penalty: 5012.120117
	Iteration 9F: 3 clusters Score -3130000 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3131426.000000 Penalty: 5012.120117
	Iteration 10F: 3 clusters Score -3131426 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3132847.000000 Penalty: 5012.120117
	Iteration 11F: 3 clusters Score -3132847 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3133861.500000 Penalty: 5012.120117
	Iteration 12Q: 3 clusters Score -3133862 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3134385.250000 Penalty: 5012.120117
	Iteration 13Q: 3 clusters Score -3134385 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3134658.750000 Penalty: 5012.120117
	Iteration 14Q: 3 clusters Score -3134659 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3134806.500000 Penalty: 5012.120117
	Iteration 15Q: 3 clusters Score -3134806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3134884.500000 Penalty: 5012.120117
	Iteration 16Q: 3 clusters Score -3134884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3134923.000000 Penalty: 5012.120117
	Iteration 17Q: 3 clusters Score -3134923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3134946.000000 Penalty: 5012.120117
	Iteration 18Q: 3 clusters Score -3134946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3134966.750000 Penalty: 5012.120117
	Iteration 19Q: 3 clusters Score -3134967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3134974.000000 Penalty: 5012.120117
	Iteration 20F: 3 clusters Score -3134974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3134983.750000 Penalty: 5012.120117
	Iteration 21Q: 3 clusters Score -3134984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3134991.750000 Penalty: 5012.120117
	Iteration 22Q: 3 clusters Score -3134992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3134996.000000 Penalty: 5012.120117
	Iteration 23Q: 3 clusters Score -3134996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3134999.250000 Penalty: 5012.120117
	Iteration 24Q: 3 clusters Score -3134999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3135001.750000 Penalty: 5012.120117
	Iteration 25Q: 3 clusters Score -3135002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3135005.000000 Penalty: 5012.120117
	Iteration 26Q: 3 clusters Score -3135005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3135004.750000 Penalty: 5012.120117
	Iteration 27Q: 3 clusters Score -3135005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3135008.000000 Penalty: 5012.120117
	Iteration 28Q: 3 clusters Score -3135008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3135007.000000 Penalty: 5012.120117
	Iteration 29Q: 3 clusters Score -3135007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3135007.000000 Penalty: 5012.120117
	Iteration 30F: 3 clusters Score -3135007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Entering Unmasked Estep 
Score: -20529492.000000 Penalty: 2971.425049
	Iteration 0F: 2 clusters Score -2.052949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -20429324.000000 Penalty: 5942.850098
	Iteration 0F: 3 clusters Score -2.042932e+07 nChanged 76539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -20473296.000000 Penalty: 5942.850098
	Iteration 1F: 3 clusters Score -2.04733e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -20474212.000000 Penalty: 5942.850098
	Iteration 2Q: 3 clusters Score -2.047421e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -20475456.000000 Penalty: 5942.850098
	Iteration 3Q: 3 clusters Score -2.047546e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -20477348.000000 Penalty: 5942.850098
	Iteration 4Q: 3 clusters Score -2.047735e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -20480588.000000 Penalty: 5942.850098
	Iteration 5Q: 3 clusters Score -2.048059e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -20486634.000000 Penalty: 5942.850098
	Iteration 6F: 3 clusters Score -2.048663e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -20496704.000000 Penalty: 5942.850098
	Iteration 7F: 3 clusters Score -2.04967e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -20509514.000000 Penalty: 5942.850098
	Iteration 8F: 3 clusters Score -2.050951e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -20520158.000000 Penalty: 5942.850098
	Iteration 9F: 3 clusters Score -2.052016e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -20525030.000000 Penalty: 5942.850098
	Iteration 10Q: 3 clusters Score -2.052503e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -20526428.000000 Penalty: 5942.850098
	Iteration 11Q: 3 clusters Score -2.052643e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -20526784.000000 Penalty: 5942.850098
	Iteration 12Q: 3 clusters Score -2.052678e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 159503 members 
Entering Unmasked Estep 
Score: -20526852.000000 Penalty: 5942.850098
	Iteration 13Q: 3 clusters Score -2.052685e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -20526922.000000 Penalty: 5942.850098
	Iteration 14Q: 3 clusters Score -2.052692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -20526956.000000 Penalty: 5942.850098
	Iteration 15Q: 3 clusters Score -2.052696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -20526966.000000 Penalty: 5942.850098
	Iteration 16Q: 3 clusters Score -2.052697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -20526974.000000 Penalty: 5942.850098
	Iteration 17Q: 3 clusters Score -2.052697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -20526986.000000 Penalty: 5942.850098
	Iteration 18Q: 3 clusters Score -2.052699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -20526992.000000 Penalty: 5942.850098
	Iteration 19Q: 3 clusters Score -2.052699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -20526988.000000 Penalty: 5942.850098
	Iteration 20F: 3 clusters Score -2.052699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -20526984.000000 Penalty: 5942.850098
	Iteration 21Q: 3 clusters Score -2.052698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -20526986.000000 Penalty: 5942.850098
	Iteration 22Q: 3 clusters Score -2.052699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -20526986.000000 Penalty: 5942.850098
	Iteration 23F: 3 clusters Score -2.052699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Entering Unmasked Estep 
Score: -1256938.375000 Penalty: 2295.009521
	Iteration 0F: 2 clusters Score -1256938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1249003.125000 Penalty: 4590.019043
	Iteration 0F: 3 clusters Score -1249003 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1251373.250000 Penalty: 4590.019043
	Iteration 1F: 3 clusters Score -1251373 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1251750.375000 Penalty: 4590.019043
	Iteration 2F: 3 clusters Score -1251750 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1251995.250000 Penalty: 4590.019043
	Iteration 3F: 3 clusters Score -1251995 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1252181.250000 Penalty: 4590.019043
	Iteration 4Q: 3 clusters Score -1252181 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1252307.500000 Penalty: 4590.019043
	Iteration 5Q: 3 clusters Score -1252308 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1252416.500000 Penalty: 4590.019043
	Iteration 6Q: 3 clusters Score -1252416 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1252533.625000 Penalty: 4590.019043
	Iteration 7Q: 3 clusters Score -1252534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1252647.625000 Penalty: 4590.019043
	Iteration 8Q: 3 clusters Score -1252648 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1252767.875000 Penalty: 4590.019043
	Iteration 9Q: 3 clusters Score -1252768 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1252874.500000 Penalty: 4590.019043
	Iteration 10Q: 3 clusters Score -1252874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1252988.625000 Penalty: 4590.019043
	Iteration 11Q: 3 clusters Score -1252989 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1253107.250000 Penalty: 4590.019043
	Iteration 12Q: 3 clusters Score -1253107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1253250.875000 Penalty: 4590.019043
	Iteration 13Q: 3 clusters Score -1253251 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1253409.375000 Penalty: 4590.019043
	Iteration 14Q: 3 clusters Score -1253409 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1253596.250000 Penalty: 4590.019043
	Iteration 15Q: 3 clusters Score -1253596 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1253763.375000 Penalty: 4590.019043
	Iteration 16Q: 3 clusters Score -1253763 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1253928.500000 Penalty: 4590.019043
	Iteration 17Q: 3 clusters Score -1253928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1254043.375000 Penalty: 4590.019043
	Iteration 18Q: 3 clusters Score -1254043 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1254117.125000 Penalty: 4590.019043
	Iteration 19Q: 3 clusters Score -1254117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1254170.000000 Penalty: 4590.019043
	Iteration 20F: 3 clusters Score -1254170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1254219.000000 Penalty: 4590.019043
	Iteration 21Q: 3 clusters Score -1254219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1254247.125000 Penalty: 4590.019043
	Iteration 22Q: 3 clusters Score -1254247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1254271.125000 Penalty: 4590.019043
	Iteration 23Q: 3 clusters Score -1254271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1254284.875000 Penalty: 4590.019043
	Iteration 24Q: 3 clusters Score -1254285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1254298.500000 Penalty: 4590.019043
	Iteration 25Q: 3 clusters Score -1254298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1254312.875000 Penalty: 4590.019043
	Iteration 26Q: 3 clusters Score -1254313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1254327.250000 Penalty: 4590.019043
	Iteration 27Q: 3 clusters Score -1254327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1254337.625000 Penalty: 4590.019043
	Iteration 28Q: 3 clusters Score -1254338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1254352.875000 Penalty: 4590.019043
	Iteration 29Q: 3 clusters Score -1254353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1254362.500000 Penalty: 4590.019043
	Iteration 30Q: 3 clusters Score -1254362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1254373.000000 Penalty: 4590.019043
	Iteration 31Q: 3 clusters Score -1254373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1254378.625000 Penalty: 4590.019043
	Iteration 32Q: 3 clusters Score -1254379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1254390.500000 Penalty: 4590.019043
	Iteration 33Q: 3 clusters Score -1254390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1254400.500000 Penalty: 4590.019043
	Iteration 34Q: 3 clusters Score -1254400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1254414.625000 Penalty: 4590.019043
	Iteration 35Q: 3 clusters Score -1254415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1254422.750000 Penalty: 4590.019043
	Iteration 36Q: 3 clusters Score -1254423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1254432.875000 Penalty: 4590.019043
	Iteration 37Q: 3 clusters Score -1254433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1254443.625000 Penalty: 4590.019043
	Iteration 38Q: 3 clusters Score -1254444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1254457.500000 Penalty: 4590.019043
	Iteration 39Q: 3 clusters Score -1254458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1254469.750000 Penalty: 4590.019043
	Iteration 40F: 3 clusters Score -1254470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1254485.375000 Penalty: 4590.019043
	Iteration 41Q: 3 clusters Score -1254485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1254503.500000 Penalty: 4590.019043
	Iteration 42Q: 3 clusters Score -1254504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1254521.125000 Penalty: 4590.019043
	Iteration 43Q: 3 clusters Score -1254521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1254540.000000 Penalty: 4590.019043
	Iteration 44Q: 3 clusters Score -1254540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1254560.000000 Penalty: 4590.019043
	Iteration 45Q: 3 clusters Score -1254560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1254579.000000 Penalty: 4590.019043
	Iteration 46Q: 3 clusters Score -1254579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1254591.000000 Penalty: 4590.019043
	Iteration 47Q: 3 clusters Score -1254591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1254602.625000 Penalty: 4590.019043
	Iteration 48Q: 3 clusters Score -1254603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1254614.125000 Penalty: 4590.019043
	Iteration 49Q: 3 clusters Score -1254614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1254621.750000 Penalty: 4590.019043
	Iteration 50Q: 3 clusters Score -1254622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1254642.125000 Penalty: 4590.019043
	Iteration 51Q: 3 clusters Score -1254642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1254653.625000 Penalty: 4590.019043
	Iteration 52Q: 3 clusters Score -1254654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1254680.375000 Penalty: 4590.019043
	Iteration 53Q: 3 clusters Score -1254680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1254699.250000 Penalty: 4590.019043
	Iteration 54Q: 3 clusters Score -1254699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1254720.375000 Penalty: 4590.019043
	Iteration 55Q: 3 clusters Score -1254720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1254750.375000 Penalty: 4590.019043
	Iteration 56Q: 3 clusters Score -1254750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1254771.250000 Penalty: 4590.019043
	Iteration 57Q: 3 clusters Score -1254771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1254795.250000 Penalty: 4590.019043
	Iteration 58Q: 3 clusters Score -1254795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1254816.375000 Penalty: 4590.019043
	Iteration 59Q: 3 clusters Score -1254816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1254842.750000 Penalty: 4590.019043
	Iteration 60F: 3 clusters Score -1254843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1254871.875000 Penalty: 4590.019043
	Iteration 61Q: 3 clusters Score -1254872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1254906.375000 Penalty: 4590.019043
	Iteration 62Q: 3 clusters Score -1254906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1254929.750000 Penalty: 4590.019043
	Iteration 63Q: 3 clusters Score -1254930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1254947.250000 Penalty: 4590.019043
	Iteration 64Q: 3 clusters Score -1254947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1254972.500000 Penalty: 4590.019043
	Iteration 65Q: 3 clusters Score -1254972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1254995.000000 Penalty: 4590.019043
	Iteration 66Q: 3 clusters Score -1254995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1255023.875000 Penalty: 4590.019043
	Iteration 67Q: 3 clusters Score -1255024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1255056.250000 Penalty: 4590.019043
	Iteration 68Q: 3 clusters Score -1255056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1255079.375000 Penalty: 4590.019043
	Iteration 69Q: 3 clusters Score -1255079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1255107.750000 Penalty: 4590.019043
	Iteration 70Q: 3 clusters Score -1255108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1255122.000000 Penalty: 4590.019043
	Iteration 71Q: 3 clusters Score -1255122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1255142.125000 Penalty: 4590.019043
	Iteration 72Q: 3 clusters Score -1255142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1255160.875000 Penalty: 4590.019043
	Iteration 73Q: 3 clusters Score -1255161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1255166.375000 Penalty: 4590.019043
	Iteration 74Q: 3 clusters Score -1255166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1255174.625000 Penalty: 4590.019043
	Iteration 75Q: 3 clusters Score -1255175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1255179.250000 Penalty: 4590.019043
	Iteration 76Q: 3 clusters Score -1255179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1255185.625000 Penalty: 4590.019043
	Iteration 77Q: 3 clusters Score -1255186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1255188.125000 Penalty: 4590.019043
	Iteration 78Q: 3 clusters Score -1255188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1255194.125000 Penalty: 4590.019043
	Iteration 79Q: 3 clusters Score -1255194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1255192.375000 Penalty: 4590.019043
	Iteration 80F: 3 clusters Score -1255192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1255198.500000 Penalty: 4590.019043
	Iteration 81Q: 3 clusters Score -1255198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1255207.375000 Penalty: 4590.019043
	Iteration 82Q: 3 clusters Score -1255207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1255211.750000 Penalty: 4590.019043
	Iteration 83Q: 3 clusters Score -1255212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1255217.625000 Penalty: 4590.019043
	Iteration 84Q: 3 clusters Score -1255218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1255222.000000 Penalty: 4590.019043
	Iteration 85Q: 3 clusters Score -1255222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1255221.375000 Penalty: 4590.019043
	Iteration 86Q: 3 clusters Score -1255221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1255223.000000 Penalty: 4590.019043
	Iteration 87Q: 3 clusters Score -1255223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1255225.750000 Penalty: 4590.019043
	Iteration 88Q: 3 clusters Score -1255226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1255227.375000 Penalty: 4590.019043
	Iteration 89Q: 3 clusters Score -1255227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1255230.750000 Penalty: 4590.019043
	Iteration 90Q: 3 clusters Score -1255231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1255237.500000 Penalty: 4590.019043
	Iteration 91Q: 3 clusters Score -1255238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1255234.375000 Penalty: 4590.019043
	Iteration 92Q: 3 clusters Score -1255234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1255239.500000 Penalty: 4590.019043
	Iteration 93Q: 3 clusters Score -1255240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1255238.500000 Penalty: 4590.019043
	Iteration 94Q: 3 clusters Score -1255238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1255241.250000 Penalty: 4590.019043
	Iteration 95Q: 3 clusters Score -1255241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1255243.875000 Penalty: 4590.019043
	Iteration 96Q: 3 clusters Score -1255244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1255245.250000 Penalty: 4590.019043
	Iteration 97Q: 3 clusters Score -1255245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1255247.125000 Penalty: 4590.019043
	Iteration 98Q: 3 clusters Score -1255247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1255248.000000 Penalty: 4590.019043
	Iteration 99Q: 3 clusters Score -1255248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1255250.000000 Penalty: 4590.019043
	Iteration 100F: 3 clusters Score -1255250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1255249.875000 Penalty: 4590.019043
	Iteration 101Q: 3 clusters Score -1255250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1255251.500000 Penalty: 4590.019043
	Iteration 102Q: 3 clusters Score -1255252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1255252.625000 Penalty: 4590.019043
	Iteration 103Q: 3 clusters Score -1255253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1255252.000000 Penalty: 4590.019043
	Iteration 104Q: 3 clusters Score -1255252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1255252.375000 Penalty: 4590.019043
	Iteration 105Q: 3 clusters Score -1255252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1255251.875000 Penalty: 4590.019043
	Iteration 106Q: 3 clusters Score -1255252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1255252.375000 Penalty: 4590.019043
	Iteration 107Q: 3 clusters Score -1255252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1255251.625000 Penalty: 4590.019043
	Iteration 108Q: 3 clusters Score -1255252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1255251.625000 Penalty: 4590.019043
	Iteration 109F: 3 clusters Score -1255252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -743793.125000 Penalty: 2151.539795
	Iteration 0F: 2 clusters Score -743793.1 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 2876 members 
Entering Unmasked Estep 
Score: -738720.750000 Penalty: 4303.079590
	Iteration 0F: 3 clusters Score -738720.8 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -740006.812500 Penalty: 4303.079590
	Iteration 1F: 3 clusters Score -740006.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -740280.000000 Penalty: 4303.079590
	Iteration 2F: 3 clusters Score -740280 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -740488.500000 Penalty: 4303.079590
	Iteration 3F: 3 clusters Score -740488.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -740680.125000 Penalty: 4303.079590
	Iteration 4Q: 3 clusters Score -740680.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -740868.062500 Penalty: 4303.079590
	Iteration 5Q: 3 clusters Score -740868.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -741037.500000 Penalty: 4303.079590
	Iteration 6Q: 3 clusters Score -741037.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -741194.937500 Penalty: 4303.079590
	Iteration 7Q: 3 clusters Score -741194.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -741316.312500 Penalty: 4303.079590
	Iteration 8Q: 3 clusters Score -741316.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -741432.812500 Penalty: 4303.079590
	Iteration 9Q: 3 clusters Score -741432.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -741528.187500 Penalty: 4303.079590
	Iteration 10Q: 3 clusters Score -741528.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -741612.187500 Penalty: 4303.079590
	Iteration 11Q: 3 clusters Score -741612.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -741688.125000 Penalty: 4303.079590
	Iteration 12Q: 3 clusters Score -741688.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -741765.500000 Penalty: 4303.079590
	Iteration 13Q: 3 clusters Score -741765.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -741834.187500 Penalty: 4303.079590
	Iteration 14Q: 3 clusters Score -741834.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -741888.812500 Penalty: 4303.079590
	Iteration 15Q: 3 clusters Score -741888.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -741939.187500 Penalty: 4303.079590
	Iteration 16Q: 3 clusters Score -741939.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -741985.437500 Penalty: 4303.079590
	Iteration 17Q: 3 clusters Score -741985.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -742026.437500 Penalty: 4303.079590
	Iteration 18Q: 3 clusters Score -742026.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -742073.437500 Penalty: 4303.079590
	Iteration 19Q: 3 clusters Score -742073.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -742105.250000 Penalty: 4303.079590
	Iteration 20F: 3 clusters Score -742105.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -742138.187500 Penalty: 4303.079590
	Iteration 21Q: 3 clusters Score -742138.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -742164.812500 Penalty: 4303.079590
	Iteration 22Q: 3 clusters Score -742164.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -742188.812500 Penalty: 4303.079590
	Iteration 23Q: 3 clusters Score -742188.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -742210.500000 Penalty: 4303.079590
	Iteration 24Q: 3 clusters Score -742210.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -742226.812500 Penalty: 4303.079590
	Iteration 25Q: 3 clusters Score -742226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -742237.062500 Penalty: 4303.079590
	Iteration 26Q: 3 clusters Score -742237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -742246.125000 Penalty: 4303.079590
	Iteration 27Q: 3 clusters Score -742246.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -742258.875000 Penalty: 4303.079590
	Iteration 28Q: 3 clusters Score -742258.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -742267.937500 Penalty: 4303.079590
	Iteration 29Q: 3 clusters Score -742267.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -742282.500000 Penalty: 4303.079590
	Iteration 30Q: 3 clusters Score -742282.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -742294.125000 Penalty: 4303.079590
	Iteration 31Q: 3 clusters Score -742294.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -742309.937500 Penalty: 4303.079590
	Iteration 32Q: 3 clusters Score -742309.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -742323.000000 Penalty: 4303.079590
	Iteration 33Q: 3 clusters Score -742323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -742336.437500 Penalty: 4303.079590
	Iteration 34Q: 3 clusters Score -742336.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -742352.187500 Penalty: 4303.079590
	Iteration 35Q: 3 clusters Score -742352.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -742362.437500 Penalty: 4303.079590
	Iteration 36Q: 3 clusters Score -742362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -742367.437500 Penalty: 4303.079590
	Iteration 37Q: 3 clusters Score -742367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -742372.750000 Penalty: 4303.079590
	Iteration 38Q: 3 clusters Score -742372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -742377.250000 Penalty: 4303.079590
	Iteration 39Q: 3 clusters Score -742377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -742379.437500 Penalty: 4303.079590
	Iteration 40F: 3 clusters Score -742379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -742383.250000 Penalty: 4303.079590
	Iteration 41Q: 3 clusters Score -742383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -742385.000000 Penalty: 4303.079590
	Iteration 42Q: 3 clusters Score -742385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -742385.500000 Penalty: 4303.079590
	Iteration 43Q: 3 clusters Score -742385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -742384.437500 Penalty: 4303.079590
	Iteration 44Q: 3 clusters Score -742384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -742385.562500 Penalty: 4303.079590
	Iteration 45Q: 3 clusters Score -742385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -742385.812500 Penalty: 4303.079590
	Iteration 46Q: 3 clusters Score -742385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -742385.812500 Penalty: 4303.079590
	Iteration 47F: 3 clusters Score -742385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Entering Unmasked Estep 
Score: -2000179.000000 Penalty: 2390.407715
	Iteration 0F: 2 clusters Score -2000179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1989131.125000 Penalty: 4780.815430
	Iteration 0F: 3 clusters Score -1989131 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1992637.625000 Penalty: 4780.815430
	Iteration 1F: 3 clusters Score -1992638 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1993040.875000 Penalty: 4780.815430
	Iteration 2F: 3 clusters Score -1993041 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1993347.250000 Penalty: 4780.815430
	Iteration 3F: 3 clusters Score -1993347 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1993592.500000 Penalty: 4780.815430
	Iteration 4Q: 3 clusters Score -1993592 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1993796.250000 Penalty: 4780.815430
	Iteration 5Q: 3 clusters Score -1993796 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1993978.125000 Penalty: 4780.815430
	Iteration 6Q: 3 clusters Score -1993978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1994174.500000 Penalty: 4780.815430
	Iteration 7Q: 3 clusters Score -1994174 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1994440.500000 Penalty: 4780.815430
	Iteration 8Q: 3 clusters Score -1994440 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1994743.500000 Penalty: 4780.815430
	Iteration 9Q: 3 clusters Score -1994744 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1995098.375000 Penalty: 4780.815430
	Iteration 10Q: 3 clusters Score -1995098 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1995540.250000 Penalty: 4780.815430
	Iteration 11Q: 3 clusters Score -1995540 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1996092.125000 Penalty: 4780.815430
	Iteration 12Q: 3 clusters Score -1996092 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1996630.750000 Penalty: 4780.815430
	Iteration 13Q: 3 clusters Score -1996631 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1997022.250000 Penalty: 4780.815430
	Iteration 14Q: 3 clusters Score -1997022 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1997298.250000 Penalty: 4780.815430
	Iteration 15Q: 3 clusters Score -1997298 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1997496.875000 Penalty: 4780.815430
	Iteration 16Q: 3 clusters Score -1997497 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1997653.875000 Penalty: 4780.815430
	Iteration 17Q: 3 clusters Score -1997654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1997761.500000 Penalty: 4780.815430
	Iteration 18Q: 3 clusters Score -1997762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1997834.750000 Penalty: 4780.815430
	Iteration 19Q: 3 clusters Score -1997835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1997885.875000 Penalty: 4780.815430
	Iteration 20F: 3 clusters Score -1997886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1997932.125000 Penalty: 4780.815430
	Iteration 21Q: 3 clusters Score -1997932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1997986.750000 Penalty: 4780.815430
	Iteration 22Q: 3 clusters Score -1997987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1998017.000000 Penalty: 4780.815430
	Iteration 23Q: 3 clusters Score -1998017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1998034.125000 Penalty: 4780.815430
	Iteration 24Q: 3 clusters Score -1998034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1998049.875000 Penalty: 4780.815430
	Iteration 25Q: 3 clusters Score -1998050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1998066.625000 Penalty: 4780.815430
	Iteration 26Q: 3 clusters Score -1998067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1998078.125000 Penalty: 4780.815430
	Iteration 27Q: 3 clusters Score -1998078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1998090.500000 Penalty: 4780.815430
	Iteration 28Q: 3 clusters Score -1998090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1998099.625000 Penalty: 4780.815430
	Iteration 29Q: 3 clusters Score -1998100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1998111.000000 Penalty: 4780.815430
	Iteration 30Q: 3 clusters Score -1998111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1998119.000000 Penalty: 4780.815430
	Iteration 31Q: 3 clusters Score -1998119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1998122.500000 Penalty: 4780.815430
	Iteration 32Q: 3 clusters Score -1998122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1998124.000000 Penalty: 4780.815430
	Iteration 33Q: 3 clusters Score -1998124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1998128.750000 Penalty: 4780.815430
	Iteration 34Q: 3 clusters Score -1998129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1998133.625000 Penalty: 4780.815430
	Iteration 35Q: 3 clusters Score -1998134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1998137.750000 Penalty: 4780.815430
	Iteration 36Q: 3 clusters Score -1998138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1998139.000000 Penalty: 4780.815430
	Iteration 37Q: 3 clusters Score -1998139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1998142.500000 Penalty: 4780.815430
	Iteration 38Q: 3 clusters Score -1998142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1998144.875000 Penalty: 4780.815430
	Iteration 39Q: 3 clusters Score -1998145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1998144.375000 Penalty: 4780.815430
	Iteration 40F: 3 clusters Score -1998144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1998147.000000 Penalty: 4780.815430
	Iteration 41Q: 3 clusters Score -1998147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1998148.125000 Penalty: 4780.815430
	Iteration 42Q: 3 clusters Score -1998148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1998152.125000 Penalty: 4780.815430
	Iteration 43Q: 3 clusters Score -1998152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1998150.250000 Penalty: 4780.815430
	Iteration 44Q: 3 clusters Score -1998150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1998150.375000 Penalty: 4780.815430
	Iteration 45Q: 3 clusters Score -1998150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1998150.375000 Penalty: 4780.815430
	Iteration 46Q: 3 clusters Score -1998150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1998157.750000 Penalty: 4780.815430
	Iteration 47Q: 3 clusters Score -1998158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1998156.500000 Penalty: 4780.815430
	Iteration 48Q: 3 clusters Score -1998156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1998157.250000 Penalty: 4780.815430
	Iteration 49Q: 3 clusters Score -1998157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1998156.250000 Penalty: 4780.815430
	Iteration 50Q: 3 clusters Score -1998156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1998157.750000 Penalty: 4780.815430
	Iteration 51Q: 3 clusters Score -1998158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1998158.500000 Penalty: 4780.815430
	Iteration 52Q: 3 clusters Score -1998158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1998160.125000 Penalty: 4780.815430
	Iteration 53Q: 3 clusters Score -1998160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1998156.875000 Penalty: 4780.815430
	Iteration 54Q: 3 clusters Score -1998157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1998156.875000 Penalty: 4780.815430
	Iteration 55F: 3 clusters Score -1998157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -68383.804688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -68383.8 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 309 members 
Entering Unmasked Estep 
Score: -66786.296875 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -66786.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67083.156250 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -67083.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67274.906250 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -67274.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67488.414062 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -67488.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67605.671875 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -67605.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67700.125000 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -67700.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67766.507812 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -67766.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67791.898438 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -67791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67809.570312 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -67809.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67834.898438 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -67834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67896.875000 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -67896.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67952.890625 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -67952.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67989.171875 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -67989.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68001.820312 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -68001.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68003.398438 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -68003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68007.867188 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -68007.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68008.984375 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -68008.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68008.984375 Penalty: 3176.172607
	Iteration 17F: 3 clusters Score -68008.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Entering Unmasked Estep 
Score: -6571132.500000 Penalty: 2696.479736
	Iteration 0F: 2 clusters Score -6571132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6535561.000000 Penalty: 5392.959473
	Iteration 0F: 3 clusters Score -6535561 nChanged 24476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -6549332.000000 Penalty: 5392.959473
	Iteration 1F: 3 clusters Score -6549332 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -6549997.000000 Penalty: 5392.959473
	Iteration 2Q: 3 clusters Score -6549997 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6550721.000000 Penalty: 5392.959473
	Iteration 3Q: 3 clusters Score -6550721 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -6551627.000000 Penalty: 5392.959473
	Iteration 4Q: 3 clusters Score -6551627 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -6552708.000000 Penalty: 5392.959473
	Iteration 5Q: 3 clusters Score -6552708 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6554067.500000 Penalty: 5392.959473
	Iteration 6F: 3 clusters Score -6554068 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6555742.000000 Penalty: 5392.959473
	Iteration 7F: 3 clusters Score -6555742 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6557449.000000 Penalty: 5392.959473
	Iteration 8F: 3 clusters Score -6557449 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6558990.500000 Penalty: 5392.959473
	Iteration 9F: 3 clusters Score -6558990 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6560080.500000 Penalty: 5392.959473
	Iteration 10Q: 3 clusters Score -6560080 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6560833.000000 Penalty: 5392.959473
	Iteration 11Q: 3 clusters Score -6560833 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -6561297.500000 Penalty: 5392.959473
	Iteration 12Q: 3 clusters Score -6561298 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6561603.500000 Penalty: 5392.959473
	Iteration 13Q: 3 clusters Score -6561604 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6561841.000000 Penalty: 5392.959473
	Iteration 14Q: 3 clusters Score -6561841 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -6562090.500000 Penalty: 5392.959473
	Iteration 15Q: 3 clusters Score -6562090 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6562427.500000 Penalty: 5392.959473
	Iteration 16Q: 3 clusters Score -6562428 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6562708.000000 Penalty: 5392.959473
	Iteration 17Q: 3 clusters Score -6562708 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6563029.000000 Penalty: 5392.959473
	Iteration 18Q: 3 clusters Score -6563029 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6563309.000000 Penalty: 5392.959473
	Iteration 19Q: 3 clusters Score -6563309 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6563638.000000 Penalty: 5392.959473
	Iteration 20F: 3 clusters Score -6563638 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -6564016.000000 Penalty: 5392.959473
	Iteration 21Q: 3 clusters Score -6564016 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -6564381.500000 Penalty: 5392.959473
	Iteration 22Q: 3 clusters Score -6564382 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -6564774.000000 Penalty: 5392.959473
	Iteration 23Q: 3 clusters Score -6564774 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -6565046.500000 Penalty: 5392.959473
	Iteration 24Q: 3 clusters Score -6565046 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -6565438.500000 Penalty: 5392.959473
	Iteration 25Q: 3 clusters Score -6565438 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6565753.000000 Penalty: 5392.959473
	Iteration 26Q: 3 clusters Score -6565753 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -6566098.000000 Penalty: 5392.959473
	Iteration 27Q: 3 clusters Score -6566098 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6566373.000000 Penalty: 5392.959473
	Iteration 28Q: 3 clusters Score -6566373 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -6566624.500000 Penalty: 5392.959473
	Iteration 29Q: 3 clusters Score -6566624 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6566859.500000 Penalty: 5392.959473
	Iteration 30Q: 3 clusters Score -6566860 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -6567089.500000 Penalty: 5392.959473
	Iteration 31Q: 3 clusters Score -6567090 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -6567309.500000 Penalty: 5392.959473
	Iteration 32Q: 3 clusters Score -6567310 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -6567541.500000 Penalty: 5392.959473
	Iteration 33Q: 3 clusters Score -6567542 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6567709.000000 Penalty: 5392.959473
	Iteration 34Q: 3 clusters Score -6567709 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6567873.000000 Penalty: 5392.959473
	Iteration 35Q: 3 clusters Score -6567873 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -6568003.500000 Penalty: 5392.959473
	Iteration 36Q: 3 clusters Score -6568004 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6568148.000000 Penalty: 5392.959473
	Iteration 37Q: 3 clusters Score -6568148 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6568227.500000 Penalty: 5392.959473
	Iteration 38Q: 3 clusters Score -6568228 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -6568365.500000 Penalty: 5392.959473
	Iteration 39Q: 3 clusters Score -6568366 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6568436.500000 Penalty: 5392.959473
	Iteration 40F: 3 clusters Score -6568436 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6568476.500000 Penalty: 5392.959473
	Iteration 41Q: 3 clusters Score -6568476 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -6568545.000000 Penalty: 5392.959473
	Iteration 42Q: 3 clusters Score -6568545 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6568586.500000 Penalty: 5392.959473
	Iteration 43Q: 3 clusters Score -6568586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6568624.500000 Penalty: 5392.959473
	Iteration 44Q: 3 clusters Score -6568624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -6568667.500000 Penalty: 5392.959473
	Iteration 45Q: 3 clusters Score -6568668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6568685.500000 Penalty: 5392.959473
	Iteration 46Q: 3 clusters Score -6568686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -6568703.000000 Penalty: 5392.959473
	Iteration 47Q: 3 clusters Score -6568703 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6568741.000000 Penalty: 5392.959473
	Iteration 48Q: 3 clusters Score -6568741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6568751.000000 Penalty: 5392.959473
	Iteration 49Q: 3 clusters Score -6568751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6568768.500000 Penalty: 5392.959473
	Iteration 50Q: 3 clusters Score -6568768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6568791.000000 Penalty: 5392.959473
	Iteration 51Q: 3 clusters Score -6568791 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -6568805.000000 Penalty: 5392.959473
	Iteration 52Q: 3 clusters Score -6568805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -6568804.000000 Penalty: 5392.959473
	Iteration 53Q: 3 clusters Score -6568804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6568834.000000 Penalty: 5392.959473
	Iteration 54Q: 3 clusters Score -6568834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6568838.000000 Penalty: 5392.959473
	Iteration 55Q: 3 clusters Score -6568838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6568838.500000 Penalty: 5392.959473
	Iteration 56Q: 3 clusters Score -6568838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -6568855.500000 Penalty: 5392.959473
	Iteration 57Q: 3 clusters Score -6568856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6568860.500000 Penalty: 5392.959473
	Iteration 58Q: 3 clusters Score -6568860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6568881.000000 Penalty: 5392.959473
	Iteration 59Q: 3 clusters Score -6568881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -6568879.000000 Penalty: 5392.959473
	Iteration 60F: 3 clusters Score -6568879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -6568893.000000 Penalty: 5392.959473
	Iteration 61Q: 3 clusters Score -6568893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -6568891.000000 Penalty: 5392.959473
	Iteration 62Q: 3 clusters Score -6568891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -6568907.000000 Penalty: 5392.959473
	Iteration 63Q: 3 clusters Score -6568907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -6568915.500000 Penalty: 5392.959473
	Iteration 64Q: 3 clusters Score -6568916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -6568916.500000 Penalty: 5392.959473
	Iteration 65Q: 3 clusters Score -6568916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -6568926.500000 Penalty: 5392.959473
	Iteration 66Q: 3 clusters Score -6568926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6568934.000000 Penalty: 5392.959473
	Iteration 67Q: 3 clusters Score -6568934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6568937.500000 Penalty: 5392.959473
	Iteration 68Q: 3 clusters Score -6568938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6568948.500000 Penalty: 5392.959473
	Iteration 69Q: 3 clusters Score -6568948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6568949.000000 Penalty: 5392.959473
	Iteration 70Q: 3 clusters Score -6568949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6568947.000000 Penalty: 5392.959473
	Iteration 71Q: 3 clusters Score -6568947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6568963.500000 Penalty: 5392.959473
	Iteration 72Q: 3 clusters Score -6568964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6568966.000000 Penalty: 5392.959473
	Iteration 73Q: 3 clusters Score -6568966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6568972.500000 Penalty: 5392.959473
	Iteration 74Q: 3 clusters Score -6568972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6568977.000000 Penalty: 5392.959473
	Iteration 75Q: 3 clusters Score -6568977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6568965.500000 Penalty: 5392.959473
	Iteration 76Q: 3 clusters Score -6568966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6568955.000000 Penalty: 5392.959473
	Iteration 77Q: 3 clusters Score -6568955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -6568963.000000 Penalty: 5392.959473
	Iteration 78Q: 3 clusters Score -6568963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6568960.000000 Penalty: 5392.959473
	Iteration 79Q: 3 clusters Score -6568960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6568963.000000 Penalty: 5392.959473
	Iteration 80F: 3 clusters Score -6568963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -6568968.000000 Penalty: 5392.959473
	Iteration 81Q: 3 clusters Score -6568968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6568958.500000 Penalty: 5392.959473
	Iteration 82Q: 3 clusters Score -6568958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6568956.500000 Penalty: 5392.959473
	Iteration 83Q: 3 clusters Score -6568956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -6568954.000000 Penalty: 5392.959473
	Iteration 84Q: 3 clusters Score -6568954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -6568945.000000 Penalty: 5392.959473
	Iteration 85Q: 3 clusters Score -6568945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -6568949.500000 Penalty: 5392.959473
	Iteration 86Q: 3 clusters Score -6568950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6568947.500000 Penalty: 5392.959473
	Iteration 87Q: 3 clusters Score -6568948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -6568945.500000 Penalty: 5392.959473
	Iteration 88Q: 3 clusters Score -6568946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6568948.000000 Penalty: 5392.959473
	Iteration 89Q: 3 clusters Score -6568948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6568941.000000 Penalty: 5392.959473
	Iteration 90Q: 3 clusters Score -6568941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6568951.000000 Penalty: 5392.959473
	Iteration 91Q: 3 clusters Score -6568951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6568954.500000 Penalty: 5392.959473
	Iteration 92Q: 3 clusters Score -6568954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6568965.500000 Penalty: 5392.959473
	Iteration 93Q: 3 clusters Score -6568966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -6568970.500000 Penalty: 5392.959473
	Iteration 94Q: 3 clusters Score -6568970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -6568970.000000 Penalty: 5392.959473
	Iteration 95Q: 3 clusters Score -6568970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6568965.500000 Penalty: 5392.959473
	Iteration 96Q: 3 clusters Score -6568966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6568966.500000 Penalty: 5392.959473
	Iteration 97Q: 3 clusters Score -6568966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6568968.500000 Penalty: 5392.959473
	Iteration 98Q: 3 clusters Score -6568968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6568968.500000 Penalty: 5392.959473
	Iteration 99F: 3 clusters Score -6568968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29511.818359 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29511.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29610.849609 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29610.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29647.230469 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29647.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29661.826172 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29661.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29670.703125 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29673.919922 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -29673.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29673.919922 Penalty: 2767.546143
	Iteration 6F: 3 clusters Score -29673.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Entering Unmasked Estep 
Score: -3581455.500000 Penalty: 2536.542969
	Iteration 0F: 2 clusters Score -3581456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3562512.000000 Penalty: 5073.085938
	Iteration 0F: 3 clusters Score -3562512 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3569289.000000 Penalty: 5073.085938
	Iteration 1F: 3 clusters Score -3569289 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3569830.750000 Penalty: 5073.085938
	Iteration 2F: 3 clusters Score -3569831 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3570353.750000 Penalty: 5073.085938
	Iteration 3Q: 3 clusters Score -3570354 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3570993.750000 Penalty: 5073.085938
	Iteration 4Q: 3 clusters Score -3570994 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3571859.250000 Penalty: 5073.085938
	Iteration 5F: 3 clusters Score -3571859 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3573081.500000 Penalty: 5073.085938
	Iteration 6F: 3 clusters Score -3573082 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3574629.500000 Penalty: 5073.085938
	Iteration 7F: 3 clusters Score -3574630 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3576243.000000 Penalty: 5073.085938
	Iteration 8F: 3 clusters Score -3576243 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3577538.250000 Penalty: 5073.085938
	Iteration 9F: 3 clusters Score -3577538 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3578322.750000 Penalty: 5073.085938
	Iteration 10Q: 3 clusters Score -3578323 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3578737.000000 Penalty: 5073.085938
	Iteration 11Q: 3 clusters Score -3578737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3578963.750000 Penalty: 5073.085938
	Iteration 12Q: 3 clusters Score -3578964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3579042.250000 Penalty: 5073.085938
	Iteration 13Q: 3 clusters Score -3579042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3579092.500000 Penalty: 5073.085938
	Iteration 14Q: 3 clusters Score -3579092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3579122.250000 Penalty: 5073.085938
	Iteration 15Q: 3 clusters Score -3579122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3579136.500000 Penalty: 5073.085938
	Iteration 16Q: 3 clusters Score -3579136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3579147.000000 Penalty: 5073.085938
	Iteration 17Q: 3 clusters Score -3579147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3579162.250000 Penalty: 5073.085938
	Iteration 18Q: 3 clusters Score -3579162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3579172.000000 Penalty: 5073.085938
	Iteration 19Q: 3 clusters Score -3579172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3579171.000000 Penalty: 5073.085938
	Iteration 20F: 3 clusters Score -3579171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3579172.750000 Penalty: 5073.085938
	Iteration 21Q: 3 clusters Score -3579173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3579179.250000 Penalty: 5073.085938
	Iteration 22Q: 3 clusters Score -3579179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3579184.250000 Penalty: 5073.085938
	Iteration 23Q: 3 clusters Score -3579184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3579191.250000 Penalty: 5073.085938
	Iteration 24Q: 3 clusters Score -3579191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3579201.000000 Penalty: 5073.085938
	Iteration 25Q: 3 clusters Score -3579201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3579208.250000 Penalty: 5073.085938
	Iteration 26Q: 3 clusters Score -3579208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3579210.000000 Penalty: 5073.085938
	Iteration 27Q: 3 clusters Score -3579210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3579213.250000 Penalty: 5073.085938
	Iteration 28Q: 3 clusters Score -3579213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3579209.250000 Penalty: 5073.085938
	Iteration 29Q: 3 clusters Score -3579209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3579209.250000 Penalty: 5073.085938
	Iteration 30F: 3 clusters Score -3579209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (165582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Entering Unmasked Estep 
Score: -21149032.000000 Penalty: 2980.270996
	Iteration 0F: 2 clusters Score -2.114903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -21041782.000000 Penalty: 5960.541992
	Iteration 0F: 3 clusters Score -2.104178e+07 nChanged 79339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -21088554.000000 Penalty: 5960.541992
	Iteration 1F: 3 clusters Score -2.108855e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -21090764.000000 Penalty: 5960.541992
	Iteration 2Q: 3 clusters Score -2.109076e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -21094536.000000 Penalty: 5960.541992
	Iteration 3Q: 3 clusters Score -2.109454e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -21100440.000000 Penalty: 5960.541992
	Iteration 4F: 3 clusters Score -2.110044e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -21109842.000000 Penalty: 5960.541992
	Iteration 5F: 3 clusters Score -2.110984e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -21121482.000000 Penalty: 5960.541992
	Iteration 6F: 3 clusters Score -2.112148e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 134465 members 
Entering Unmasked Estep 
Score: -21131266.000000 Penalty: 5960.541992
	Iteration 7F: 3 clusters Score -2.113127e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -21137286.000000 Penalty: 5960.541992
	Iteration 8Q: 3 clusters Score -2.113729e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -21140370.000000 Penalty: 5960.541992
	Iteration 9Q: 3 clusters Score -2.114037e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 146810 members 
Entering Unmasked Estep 
Score: -21141878.000000 Penalty: 5960.541992
	Iteration 10Q: 3 clusters Score -2.114188e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -21143024.000000 Penalty: 5960.541992
	Iteration 11Q: 3 clusters Score -2.114302e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -21143910.000000 Penalty: 5960.541992
	Iteration 12Q: 3 clusters Score -2.114391e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -21144564.000000 Penalty: 5960.541992
	Iteration 13Q: 3 clusters Score -2.114456e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -21145096.000000 Penalty: 5960.541992
	Iteration 14Q: 3 clusters Score -2.11451e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -21145544.000000 Penalty: 5960.541992
	Iteration 15Q: 3 clusters Score -2.114554e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 157063 members 
Entering Unmasked Estep 
Score: -21145920.000000 Penalty: 5960.541992
	Iteration 16Q: 3 clusters Score -2.114592e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -21146196.000000 Penalty: 5960.541992
	Iteration 17Q: 3 clusters Score -2.11462e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -21146416.000000 Penalty: 5960.541992
	Iteration 18Q: 3 clusters Score -2.114642e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -21146572.000000 Penalty: 5960.541992
	Iteration 19Q: 3 clusters Score -2.114657e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 160734 members 
Entering Unmasked Estep 
Score: -21146766.000000 Penalty: 5960.541992
	Iteration 20F: 3 clusters Score -2.114677e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -21146946.000000 Penalty: 5960.541992
	Iteration 21Q: 3 clusters Score -2.114695e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -21146930.000000 Penalty: 5960.541992
	Iteration 22Q: 3 clusters Score -2.114693e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 162443 members 
Entering Unmasked Estep 
Score: -21147010.000000 Penalty: 5960.541992
	Iteration 23Q: 3 clusters Score -2.114701e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -21147044.000000 Penalty: 5960.541992
	Iteration 24Q: 3 clusters Score -2.114704e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 163125 members 
Entering Unmasked Estep 
Score: -21147078.000000 Penalty: 5960.541992
	Iteration 25Q: 3 clusters Score -2.114708e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -21147134.000000 Penalty: 5960.541992
	Iteration 26Q: 3 clusters Score -2.114713e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -21147210.000000 Penalty: 5960.541992
	Iteration 27Q: 3 clusters Score -2.114721e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 163806 members 
Entering Unmasked Estep 
Score: -21147260.000000 Penalty: 5960.541992
	Iteration 28Q: 3 clusters Score -2.114726e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -21147392.000000 Penalty: 5960.541992
	Iteration 29Q: 3 clusters Score -2.114739e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 164081 members 
Entering Unmasked Estep 
Score: -21147522.000000 Penalty: 5960.541992
	Iteration 30Q: 3 clusters Score -2.114752e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -21147594.000000 Penalty: 5960.541992
	Iteration 31Q: 3 clusters Score -2.114759e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -21147608.000000 Penalty: 5960.541992
	Iteration 32Q: 3 clusters Score -2.114761e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -21147646.000000 Penalty: 5960.541992
	Iteration 33Q: 3 clusters Score -2.114765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21147704.000000 Penalty: 5960.541992
	Iteration 34Q: 3 clusters Score -2.11477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -21147732.000000 Penalty: 5960.541992
	Iteration 35Q: 3 clusters Score -2.114773e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -21147822.000000 Penalty: 5960.541992
	Iteration 36Q: 3 clusters Score -2.114782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -21147830.000000 Penalty: 5960.541992
	Iteration 37Q: 3 clusters Score -2.114783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -21147852.000000 Penalty: 5960.541992
	Iteration 38Q: 3 clusters Score -2.114785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -21147846.000000 Penalty: 5960.541992
	Iteration 39Q: 3 clusters Score -2.114785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -21147914.000000 Penalty: 5960.541992
	Iteration 40F: 3 clusters Score -2.114791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -21147978.000000 Penalty: 5960.541992
	Iteration 41Q: 3 clusters Score -2.114798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -21147992.000000 Penalty: 5960.541992
	Iteration 42Q: 3 clusters Score -2.114799e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -21148026.000000 Penalty: 5960.541992
	Iteration 43Q: 3 clusters Score -2.114803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -21148080.000000 Penalty: 5960.541992
	Iteration 44Q: 3 clusters Score -2.114808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -21148086.000000 Penalty: 5960.541992
	Iteration 45Q: 3 clusters Score -2.114809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -21148066.000000 Penalty: 5960.541992
	Iteration 46Q: 3 clusters Score -2.114807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21148088.000000 Penalty: 5960.541992
	Iteration 47Q: 3 clusters Score -2.114809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -21148110.000000 Penalty: 5960.541992
	Iteration 48Q: 3 clusters Score -2.114811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -21148098.000000 Penalty: 5960.541992
	Iteration 49Q: 3 clusters Score -2.11481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -21148086.000000 Penalty: 5960.541992
	Iteration 50Q: 3 clusters Score -2.114809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 164485 members 
Entering Unmasked Estep 
Score: -21148106.000000 Penalty: 5960.541992
	Iteration 51Q: 3 clusters Score -2.114811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21148112.000000 Penalty: 5960.541992
	Iteration 52Q: 3 clusters Score -2.114811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5960.541992
	Iteration 53Q: 3 clusters Score -2.114812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 164488 members 
Entering Unmasked Estep 
Score: -21148134.000000 Penalty: 5960.541992
	Iteration 54Q: 3 clusters Score -2.114813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -21148134.000000 Penalty: 5960.541992
	Iteration 55Q: 3 clusters Score -2.114813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -21148140.000000 Penalty: 5960.541992
	Iteration 56Q: 3 clusters Score -2.114814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -21148138.000000 Penalty: 5960.541992
	Iteration 57Q: 3 clusters Score -2.114814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -21148150.000000 Penalty: 5960.541992
	Iteration 58Q: 3 clusters Score -2.114815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -21148142.000000 Penalty: 5960.541992
	Iteration 59Q: 3 clusters Score -2.114814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -21148140.000000 Penalty: 5960.541992
	Iteration 60F: 3 clusters Score -2.114814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5960.541992
	Iteration 61Q: 3 clusters Score -2.114812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -21148124.000000 Penalty: 5960.541992
	Iteration 62Q: 3 clusters Score -2.114812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -21148132.000000 Penalty: 5960.541992
	Iteration 63Q: 3 clusters Score -2.114813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -21148138.000000 Penalty: 5960.541992
	Iteration 64Q: 3 clusters Score -2.114814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 164466 members 
Entering Unmasked Estep 
Score: -21148128.000000 Penalty: 5960.541992
	Iteration 65Q: 3 clusters Score -2.114813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5960.541992
	Iteration 66Q: 3 clusters Score -2.114812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5960.541992
	Iteration 67Q: 3 clusters Score -2.114812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5960.541992
	Iteration 68F: 3 clusters Score -2.114812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Entering Unmasked Estep 
Score: -9618391.000000 Penalty: 2782.268066
	Iteration 0F: 2 clusters Score -9618391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -9568435.000000 Penalty: 5564.536133
	Iteration 0F: 3 clusters Score -9568435 nChanged 34921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -9588126.000000 Penalty: 5564.536133
	Iteration 1F: 3 clusters Score -9588126 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -9588658.000000 Penalty: 5564.536133
	Iteration 2Q: 3 clusters Score -9588658 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -9589160.000000 Penalty: 5564.536133
	Iteration 3Q: 3 clusters Score -9589160 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -9589724.000000 Penalty: 5564.536133
	Iteration 4Q: 3 clusters Score -9589724 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -9590461.000000 Penalty: 5564.536133
	Iteration 5Q: 3 clusters Score -9590461 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -9591533.000000 Penalty: 5564.536133
	Iteration 6Q: 3 clusters Score -9591533 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -9593232.000000 Penalty: 5564.536133
	Iteration 7Q: 3 clusters Score -9593232 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -9596024.000000 Penalty: 5564.536133
	Iteration 8F: 3 clusters Score -9596024 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -9600177.000000 Penalty: 5564.536133
	Iteration 9F: 3 clusters Score -9600177 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -9604836.000000 Penalty: 5564.536133
	Iteration 10F: 3 clusters Score -9604836 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -9609241.000000 Penalty: 5564.536133
	Iteration 11F: 3 clusters Score -9609241 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -9612539.000000 Penalty: 5564.536133
	Iteration 12Q: 3 clusters Score -9612539 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -9614355.000000 Penalty: 5564.536133
	Iteration 13Q: 3 clusters Score -9614355 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -9615136.000000 Penalty: 5564.536133
	Iteration 14Q: 3 clusters Score -9615136 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -9615531.000000 Penalty: 5564.536133
	Iteration 15Q: 3 clusters Score -9615531 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -9615752.000000 Penalty: 5564.536133
	Iteration 16Q: 3 clusters Score -9615752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -9615882.000000 Penalty: 5564.536133
	Iteration 17Q: 3 clusters Score -9615882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -9615935.000000 Penalty: 5564.536133
	Iteration 18Q: 3 clusters Score -9615935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -9615962.000000 Penalty: 5564.536133
	Iteration 19Q: 3 clusters Score -9615962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -9615976.000000 Penalty: 5564.536133
	Iteration 20F: 3 clusters Score -9615976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -9615985.000000 Penalty: 5564.536133
	Iteration 21Q: 3 clusters Score -9615985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -9615989.000000 Penalty: 5564.536133
	Iteration 22Q: 3 clusters Score -9615989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -9616007.000000 Penalty: 5564.536133
	Iteration 23Q: 3 clusters Score -9616007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -9616007.000000 Penalty: 5564.536133
	Iteration 24Q: 3 clusters Score -9616007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9616013.000000 Penalty: 5564.536133
	Iteration 25Q: 3 clusters Score -9616013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9616013.000000 Penalty: 5564.536133
	Iteration 26F: 3 clusters Score -9616013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Entering Unmasked Estep 
Score: -5088594.500000 Penalty: 2622.885498
	Iteration 0F: 2 clusters Score -5088594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5062210.500000 Penalty: 5245.770996
	Iteration 0F: 3 clusters Score -5062210 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5071905.500000 Penalty: 5245.770996
	Iteration 1F: 3 clusters Score -5071906 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5072425.000000 Penalty: 5245.770996
	Iteration 2Q: 3 clusters Score -5072425 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5072953.000000 Penalty: 5245.770996
	Iteration 3Q: 3 clusters Score -5072953 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5073488.500000 Penalty: 5245.770996
	Iteration 4Q: 3 clusters Score -5073488 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5074141.000000 Penalty: 5245.770996
	Iteration 5Q: 3 clusters Score -5074141 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5074971.500000 Penalty: 5245.770996
	Iteration 6Q: 3 clusters Score -5074972 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5075902.500000 Penalty: 5245.770996
	Iteration 7Q: 3 clusters Score -5075902 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5076952.500000 Penalty: 5245.770996
	Iteration 8Q: 3 clusters Score -5076952 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5078232.000000 Penalty: 5245.770996
	Iteration 9Q: 3 clusters Score -5078232 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -5079559.000000 Penalty: 5245.770996
	Iteration 10Q: 3 clusters Score -5079559 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -5080808.500000 Penalty: 5245.770996
	Iteration 11Q: 3 clusters Score -5080808 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5081803.000000 Penalty: 5245.770996
	Iteration 12Q: 3 clusters Score -5081803 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5082600.000000 Penalty: 5245.770996
	Iteration 13Q: 3 clusters Score -5082600 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5083196.500000 Penalty: 5245.770996
	Iteration 14Q: 3 clusters Score -5083196 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5083713.000000 Penalty: 5245.770996
	Iteration 15Q: 3 clusters Score -5083713 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5084162.500000 Penalty: 5245.770996
	Iteration 16Q: 3 clusters Score -5084162 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5084545.000000 Penalty: 5245.770996
	Iteration 17Q: 3 clusters Score -5084545 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5084833.500000 Penalty: 5245.770996
	Iteration 18Q: 3 clusters Score -5084834 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5085092.500000 Penalty: 5245.770996
	Iteration 19Q: 3 clusters Score -5085092 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5085333.500000 Penalty: 5245.770996
	Iteration 20F: 3 clusters Score -5085334 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5085572.500000 Penalty: 5245.770996
	Iteration 21Q: 3 clusters Score -5085572 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5085740.500000 Penalty: 5245.770996
	Iteration 22Q: 3 clusters Score -5085740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5085892.000000 Penalty: 5245.770996
	Iteration 23Q: 3 clusters Score -5085892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5086002.500000 Penalty: 5245.770996
	Iteration 24Q: 3 clusters Score -5086002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5086086.500000 Penalty: 5245.770996
	Iteration 25Q: 3 clusters Score -5086086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5086147.500000 Penalty: 5245.770996
	Iteration 26Q: 3 clusters Score -5086148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5086186.000000 Penalty: 5245.770996
	Iteration 27Q: 3 clusters Score -5086186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5086217.500000 Penalty: 5245.770996
	Iteration 28Q: 3 clusters Score -5086218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5086254.500000 Penalty: 5245.770996
	Iteration 29Q: 3 clusters Score -5086254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5086274.500000 Penalty: 5245.770996
	Iteration 30Q: 3 clusters Score -5086274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5086291.500000 Penalty: 5245.770996
	Iteration 31Q: 3 clusters Score -5086292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5086313.000000 Penalty: 5245.770996
	Iteration 32Q: 3 clusters Score -5086313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5086327.500000 Penalty: 5245.770996
	Iteration 33Q: 3 clusters Score -5086328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5086349.500000 Penalty: 5245.770996
	Iteration 34Q: 3 clusters Score -5086350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5086367.500000 Penalty: 5245.770996
	Iteration 35Q: 3 clusters Score -5086368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5086382.500000 Penalty: 5245.770996
	Iteration 36Q: 3 clusters Score -5086382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5086381.000000 Penalty: 5245.770996
	Iteration 37Q: 3 clusters Score -5086381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5086387.500000 Penalty: 5245.770996
	Iteration 38Q: 3 clusters Score -5086388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5086387.000000 Penalty: 5245.770996
	Iteration 39Q: 3 clusters Score -5086387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5086390.000000 Penalty: 5245.770996
	Iteration 40F: 3 clusters Score -5086390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5086393.000000 Penalty: 5245.770996
	Iteration 41Q: 3 clusters Score -5086393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5086389.500000 Penalty: 5245.770996
	Iteration 42Q: 3 clusters Score -5086390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5086395.500000 Penalty: 5245.770996
	Iteration 43Q: 3 clusters Score -5086396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5086395.000000 Penalty: 5245.770996
	Iteration 44Q: 3 clusters Score -5086395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5086394.500000 Penalty: 5245.770996
	Iteration 45Q: 3 clusters Score -5086394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5086396.500000 Penalty: 5245.770996
	Iteration 46Q: 3 clusters Score -5086396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5086398.500000 Penalty: 5245.770996
	Iteration 47Q: 3 clusters Score -5086398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5086405.000000 Penalty: 5245.770996
	Iteration 48Q: 3 clusters Score -5086405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5086403.000000 Penalty: 5245.770996
	Iteration 49Q: 3 clusters Score -5086403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5086405.000000 Penalty: 5245.770996
	Iteration 50Q: 3 clusters Score -5086405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5086403.500000 Penalty: 5245.770996
	Iteration 51Q: 3 clusters Score -5086404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5086405.500000 Penalty: 5245.770996
	Iteration 52Q: 3 clusters Score -5086406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5086409.500000 Penalty: 5245.770996
	Iteration 53Q: 3 clusters Score -5086410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5086409.500000 Penalty: 5245.770996
	Iteration 54F: 3 clusters Score -5086410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Entering Unmasked Estep 
Score: -2674473.750000 Penalty: 2463.311279
	Iteration 0F: 2 clusters Score -2674474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2659992.500000 Penalty: 4926.622559
	Iteration 0F: 3 clusters Score -2659992 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2664765.500000 Penalty: 4926.622559
	Iteration 1F: 3 clusters Score -2664766 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2665125.750000 Penalty: 4926.622559
	Iteration 2F: 3 clusters Score -2665126 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2665375.000000 Penalty: 4926.622559
	Iteration 3Q: 3 clusters Score -2665375 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2665580.250000 Penalty: 4926.622559
	Iteration 4Q: 3 clusters Score -2665580 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2665762.250000 Penalty: 4926.622559
	Iteration 5Q: 3 clusters Score -2665762 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2665934.750000 Penalty: 4926.622559
	Iteration 6Q: 3 clusters Score -2665935 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2666105.750000 Penalty: 4926.622559
	Iteration 7Q: 3 clusters Score -2666106 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2666277.000000 Penalty: 4926.622559
	Iteration 8Q: 3 clusters Score -2666277 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2666484.750000 Penalty: 4926.622559
	Iteration 9Q: 3 clusters Score -2666485 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2666705.500000 Penalty: 4926.622559
	Iteration 10Q: 3 clusters Score -2666706 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2666990.250000 Penalty: 4926.622559
	Iteration 11Q: 3 clusters Score -2666990 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2667311.000000 Penalty: 4926.622559
	Iteration 12Q: 3 clusters Score -2667311 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2667712.500000 Penalty: 4926.622559
	Iteration 13Q: 3 clusters Score -2667712 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2668182.500000 Penalty: 4926.622559
	Iteration 14Q: 3 clusters Score -2668182 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2668739.000000 Penalty: 4926.622559
	Iteration 15Q: 3 clusters Score -2668739 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2669375.250000 Penalty: 4926.622559
	Iteration 16Q: 3 clusters Score -2669375 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2669988.000000 Penalty: 4926.622559
	Iteration 17Q: 3 clusters Score -2669988 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2670522.750000 Penalty: 4926.622559
	Iteration 18Q: 3 clusters Score -2670523 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2671002.000000 Penalty: 4926.622559
	Iteration 19Q: 3 clusters Score -2671002 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2671357.500000 Penalty: 4926.622559
	Iteration 20F: 3 clusters Score -2671358 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2671620.250000 Penalty: 4926.622559
	Iteration 21Q: 3 clusters Score -2671620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2671821.500000 Penalty: 4926.622559
	Iteration 22Q: 3 clusters Score -2671822 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2671942.000000 Penalty: 4926.622559
	Iteration 23Q: 3 clusters Score -2671942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2672010.750000 Penalty: 4926.622559
	Iteration 24Q: 3 clusters Score -2672011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2672075.000000 Penalty: 4926.622559
	Iteration 25Q: 3 clusters Score -2672075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2672114.750000 Penalty: 4926.622559
	Iteration 26Q: 3 clusters Score -2672115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2672151.750000 Penalty: 4926.622559
	Iteration 27Q: 3 clusters Score -2672152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2672180.750000 Penalty: 4926.622559
	Iteration 28Q: 3 clusters Score -2672181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2672193.250000 Penalty: 4926.622559
	Iteration 29Q: 3 clusters Score -2672193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2672200.250000 Penalty: 4926.622559
	Iteration 30Q: 3 clusters Score -2672200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2672211.500000 Penalty: 4926.622559
	Iteration 31Q: 3 clusters Score -2672212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2672216.250000 Penalty: 4926.622559
	Iteration 32Q: 3 clusters Score -2672216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2672220.750000 Penalty: 4926.622559
	Iteration 33Q: 3 clusters Score -2672221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2672231.000000 Penalty: 4926.622559
	Iteration 34Q: 3 clusters Score -2672231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2672236.750000 Penalty: 4926.622559
	Iteration 35Q: 3 clusters Score -2672237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2672244.000000 Penalty: 4926.622559
	Iteration 36Q: 3 clusters Score -2672244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2672246.750000 Penalty: 4926.622559
	Iteration 37Q: 3 clusters Score -2672247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2672247.000000 Penalty: 4926.622559
	Iteration 38Q: 3 clusters Score -2672247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2672247.000000 Penalty: 4926.622559
	Iteration 39F: 3 clusters Score -2672247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Entering Unmasked Estep 
Score: -1245154.250000 Penalty: 2273.083008
	Iteration 0F: 2 clusters Score -1245154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1237763.625000 Penalty: 4546.166016
	Iteration 0F: 3 clusters Score -1237764 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1239845.875000 Penalty: 4546.166016
	Iteration 1F: 3 clusters Score -1239846 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1240109.750000 Penalty: 4546.166016
	Iteration 2F: 3 clusters Score -1240110 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1240286.625000 Penalty: 4546.166016
	Iteration 3Q: 3 clusters Score -1240287 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1240415.500000 Penalty: 4546.166016
	Iteration 4Q: 3 clusters Score -1240416 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1240520.000000 Penalty: 4546.166016
	Iteration 5Q: 3 clusters Score -1240520 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1240609.750000 Penalty: 4546.166016
	Iteration 6Q: 3 clusters Score -1240610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1240707.750000 Penalty: 4546.166016
	Iteration 7Q: 3 clusters Score -1240708 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1240857.250000 Penalty: 4546.166016
	Iteration 8Q: 3 clusters Score -1240857 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1241019.500000 Penalty: 4546.166016
	Iteration 9Q: 3 clusters Score -1241020 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1241212.125000 Penalty: 4546.166016
	Iteration 10Q: 3 clusters Score -1241212 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1241461.000000 Penalty: 4546.166016
	Iteration 11Q: 3 clusters Score -1241461 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1241714.750000 Penalty: 4546.166016
	Iteration 12Q: 3 clusters Score -1241715 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1241998.500000 Penalty: 4546.166016
	Iteration 13Q: 3 clusters Score -1241998 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1242279.875000 Penalty: 4546.166016
	Iteration 14Q: 3 clusters Score -1242280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1242562.625000 Penalty: 4546.166016
	Iteration 15Q: 3 clusters Score -1242563 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1242818.250000 Penalty: 4546.166016
	Iteration 16Q: 3 clusters Score -1242818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1242981.500000 Penalty: 4546.166016
	Iteration 17Q: 3 clusters Score -1242982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1243087.125000 Penalty: 4546.166016
	Iteration 18Q: 3 clusters Score -1243087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1243147.250000 Penalty: 4546.166016
	Iteration 19Q: 3 clusters Score -1243147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1243187.375000 Penalty: 4546.166016
	Iteration 20F: 3 clusters Score -1243187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1243208.500000 Penalty: 4546.166016
	Iteration 21Q: 3 clusters Score -1243208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1243234.625000 Penalty: 4546.166016
	Iteration 22Q: 3 clusters Score -1243235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1243251.625000 Penalty: 4546.166016
	Iteration 23Q: 3 clusters Score -1243252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1243267.000000 Penalty: 4546.166016
	Iteration 24Q: 3 clusters Score -1243267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1243287.000000 Penalty: 4546.166016
	Iteration 25Q: 3 clusters Score -1243287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1243299.000000 Penalty: 4546.166016
	Iteration 26Q: 3 clusters Score -1243299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1243308.500000 Penalty: 4546.166016
	Iteration 27Q: 3 clusters Score -1243308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1243317.000000 Penalty: 4546.166016
	Iteration 28Q: 3 clusters Score -1243317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1243322.625000 Penalty: 4546.166016
	Iteration 29Q: 3 clusters Score -1243323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1243323.375000 Penalty: 4546.166016
	Iteration 30Q: 3 clusters Score -1243323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1243326.875000 Penalty: 4546.166016
	Iteration 31Q: 3 clusters Score -1243327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1243327.375000 Penalty: 4546.166016
	Iteration 32Q: 3 clusters Score -1243327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1243329.500000 Penalty: 4546.166016
	Iteration 33Q: 3 clusters Score -1243330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1243329.500000 Penalty: 4546.166016
	Iteration 34F: 3 clusters Score -1243330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -117789.484375 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -117789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115871.875000 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -115871.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116109.320312 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -116109.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116198.664062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -116198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116244.945312 Penalty: 3404.964355
	Iteration 3Q: 3 clusters Score -116244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116267.562500 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -116267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116283.507812 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -116283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116294.406250 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -116294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116301.984375 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -116302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116307.070312 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -116307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116314.531250 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -116314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116317.414062 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -116317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116319.898438 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -116319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116321.562500 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -116321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116324.625000 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -116324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116326.257812 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -116326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116328.367188 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -116328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116328.367188 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -116328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -239571.187500 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -239571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -236990.078125 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -236990.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237433.484375 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -237433.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -237537.156250 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -237537.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -237598.812500 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -237598.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237637.750000 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -237637.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237661.796875 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -237661.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -237686.046875 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -237686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237701.265625 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -237701.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237718.156250 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -237718.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -237733.031250 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -237733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -237743.750000 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -237743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237760.046875 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -237760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -237770.343750 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -237770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237776.234375 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -237776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237780.593750 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -237780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237785.265625 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -237785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237791.156250 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -237791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -237798.109375 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -237798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237802.687500 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -237802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -237807.187500 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -237807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237809.781250 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -237809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -237812.171875 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -237812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -237812.171875 Penalty: 3747.728760
	Iteration 22F: 3 clusters Score -237812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181219 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24467 members 
Mstep: Class 10 contains 159780 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 5858 members 
Mstep: Class 13 contains 15348 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52728 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27667 members 
Mstep: Class 18 contains 165582 members 
Mstep: Class 19 contains 74520 members 
Mstep: Class 20 contains 39189 members 
Mstep: Class 21 contains 20593 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 24 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080648.000000 Penalty: 81763.039062
Iteration 159Q: 25 clusters Score -1.160806e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181235 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24308 members 
Mstep: Class 10 contains 158603 members 
Mstep: Class 11 contains 10420 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 15354 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52727 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27619 members 
Mstep: Class 18 contains 165660 members 
Mstep: Class 19 contains 76022 members 
Mstep: Class 20 contains 39193 members 
Mstep: Class 21 contains 20604 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 81763.039062
Iteration 160F: 25 clusters Score -1.160809e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181279 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24170 members 
Mstep: Class 10 contains 157414 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52719 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27585 members 
Mstep: Class 18 contains 165750 members 
Mstep: Class 19 contains 77488 members 
Mstep: Class 20 contains 39188 members 
Mstep: Class 21 contains 20612 members 
Mstep: Class 22 contains 9588 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 81763.039062
Iteration 161Q: 25 clusters Score -1.160808e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122638 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181309 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24037 members 
Mstep: Class 10 contains 156212 members 
Mstep: Class 11 contains 10394 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52718 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27545 members 
Mstep: Class 18 contains 165823 members 
Mstep: Class 19 contains 79004 members 
Mstep: Class 20 contains 39193 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081152.000000 Penalty: 81763.039062
Iteration 162Q: 25 clusters Score -1.160812e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181335 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23894 members 
Mstep: Class 10 contains 155047 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52716 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27520 members 
Mstep: Class 18 contains 165910 members 
Mstep: Class 19 contains 80469 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081248.000000 Penalty: 81763.039062
Iteration 163Q: 25 clusters Score -1.160812e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181376 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23732 members 
Mstep: Class 10 contains 153850 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52721 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 166006 members 
Mstep: Class 19 contains 81982 members 
Mstep: Class 20 contains 39196 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 9611 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081768.000000 Penalty: 81763.039062
Iteration 164Q: 25 clusters Score -1.160818e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 181416 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23584 members 
Mstep: Class 10 contains 152603 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52718 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27455 members 
Mstep: Class 18 contains 166094 members 
Mstep: Class 19 contains 83501 members 
Mstep: Class 20 contains 39206 members 
Mstep: Class 21 contains 20654 members 
Mstep: Class 22 contains 9616 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081952.000000 Penalty: 81763.039062
Iteration 165Q: 25 clusters Score -1.16082e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 181464 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23434 members 
Mstep: Class 10 contains 151376 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52713 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27423 members 
Mstep: Class 18 contains 166178 members 
Mstep: Class 19 contains 85005 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 20667 members 
Mstep: Class 22 contains 9627 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082016.000000 Penalty: 81763.039062
Iteration 166Q: 25 clusters Score -1.16082e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121344 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181504 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23271 members 
Mstep: Class 10 contains 150094 members 
Mstep: Class 11 contains 10357 members 
Mstep: Class 12 contains 5846 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52701 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27391 members 
Mstep: Class 18 contains 166271 members 
Mstep: Class 19 contains 86563 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 9638 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082032.000000 Penalty: 81763.039062
Iteration 167Q: 25 clusters Score -1.16082e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181556 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23100 members 
Mstep: Class 10 contains 148867 members 
Mstep: Class 11 contains 10342 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52692 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27356 members 
Mstep: Class 18 contains 166340 members 
Mstep: Class 19 contains 88095 members 
Mstep: Class 20 contains 39203 members 
Mstep: Class 21 contains 20699 members 
Mstep: Class 22 contains 9648 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082120.000000 Penalty: 81763.039062
Iteration 168Q: 25 clusters Score -1.160821e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 181645 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22958 members 
Mstep: Class 10 contains 147617 members 
Mstep: Class 11 contains 10326 members 
Mstep: Class 12 contains 5869 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52692 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27326 members 
Mstep: Class 18 contains 166398 members 
Mstep: Class 19 contains 89590 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 20714 members 
Mstep: Class 22 contains 9661 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082192.000000 Penalty: 81763.039062
Iteration 169Q: 25 clusters Score -1.160822e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 181740 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22829 members 
Mstep: Class 10 contains 146319 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 52700 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27290 members 
Mstep: Class 18 contains 166436 members 
Mstep: Class 19 contains 91122 members 
Mstep: Class 20 contains 39223 members 
Mstep: Class 21 contains 20723 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082184.000000 Penalty: 81763.039062
Iteration 170Q: 25 clusters Score -1.160822e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 181834 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 144951 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52700 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27248 members 
Mstep: Class 18 contains 166449 members 
Mstep: Class 19 contains 92725 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 20736 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082264.000000 Penalty: 81763.039062
Iteration 171Q: 25 clusters Score -1.160823e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 181909 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22669 members 
Mstep: Class 10 contains 143484 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52704 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27206 members 
Mstep: Class 18 contains 166463 members 
Mstep: Class 19 contains 94377 members 
Mstep: Class 20 contains 39244 members 
Mstep: Class 21 contains 20749 members 
Mstep: Class 22 contains 9692 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081912.000000 Penalty: 81763.039062
Iteration 172Q: 25 clusters Score -1.160819e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182012 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22609 members 
Mstep: Class 10 contains 141939 members 
Mstep: Class 11 contains 10283 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52710 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27170 members 
Mstep: Class 18 contains 166493 members 
Mstep: Class 19 contains 96100 members 
Mstep: Class 20 contains 39248 members 
Mstep: Class 21 contains 20751 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082088.000000 Penalty: 81763.039062
Iteration 173Q: 25 clusters Score -1.160821e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182139 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22565 members 
Mstep: Class 10 contains 140408 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27125 members 
Mstep: Class 18 contains 166535 members 
Mstep: Class 19 contains 97761 members 
Mstep: Class 20 contains 39266 members 
Mstep: Class 21 contains 20761 members 
Mstep: Class 22 contains 9705 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082328.000000 Penalty: 81763.039062
Iteration 174Q: 25 clusters Score -1.160823e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182259 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22530 members 
Mstep: Class 10 contains 138780 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27078 members 
Mstep: Class 18 contains 166566 members 
Mstep: Class 19 contains 99530 members 
Mstep: Class 20 contains 39279 members 
Mstep: Class 21 contains 20769 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082496.000000 Penalty: 81763.039062
Iteration 175Q: 25 clusters Score -1.160825e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119224 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182373 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22511 members 
Mstep: Class 10 contains 137082 members 
Mstep: Class 11 contains 10270 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52702 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27018 members 
Mstep: Class 18 contains 166596 members 
Mstep: Class 19 contains 101365 members 
Mstep: Class 20 contains 39292 members 
Mstep: Class 21 contains 20784 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082384.000000 Penalty: 81763.039062
Iteration 176Q: 25 clusters Score -1.160824e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118942 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 182464 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22539 members 
Mstep: Class 10 contains 135266 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 5902 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52697 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26973 members 
Mstep: Class 18 contains 166666 members 
Mstep: Class 19 contains 103291 members 
Mstep: Class 20 contains 39313 members 
Mstep: Class 21 contains 20794 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082368.000000 Penalty: 81763.039062
Iteration 177Q: 25 clusters Score -1.160824e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 182520 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22609 members 
Mstep: Class 10 contains 133282 members 
Mstep: Class 11 contains 10271 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52701 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26933 members 
Mstep: Class 18 contains 166728 members 
Mstep: Class 19 contains 105303 members 
Mstep: Class 20 contains 39315 members 
Mstep: Class 21 contains 20795 members 
Mstep: Class 22 contains 9717 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082688.000000 Penalty: 81763.039062
Iteration 178Q: 25 clusters Score -1.160827e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182584 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22706 members 
Mstep: Class 10 contains 131130 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 15431 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52697 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26880 members 
Mstep: Class 18 contains 166791 members 
Mstep: Class 19 contains 107462 members 
Mstep: Class 20 contains 39316 members 
Mstep: Class 21 contains 20807 members 
Mstep: Class 22 contains 9726 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082432.000000 Penalty: 81763.039062
Iteration 179Q: 25 clusters Score -1.160824e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118351 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182626 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22839 members 
Mstep: Class 10 contains 128866 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52701 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26827 members 
Mstep: Class 18 contains 166841 members 
Mstep: Class 19 contains 109724 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 20818 members 
Mstep: Class 22 contains 9734 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082592.000000 Penalty: 81763.039062
Iteration 180F: 25 clusters Score -1.160826e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 182624 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22992 members 
Mstep: Class 10 contains 126485 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 15444 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52708 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26786 members 
Mstep: Class 18 contains 166884 members 
Mstep: Class 19 contains 112100 members 
Mstep: Class 20 contains 39327 members 
Mstep: Class 21 contains 20820 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082504.000000 Penalty: 81763.039062
Iteration 181Q: 25 clusters Score -1.160825e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182627 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23183 members 
Mstep: Class 10 contains 124041 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 15446 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52707 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26742 members 
Mstep: Class 18 contains 166977 members 
Mstep: Class 19 contains 114467 members 
Mstep: Class 20 contains 39327 members 
Mstep: Class 21 contains 20814 members 
Mstep: Class 22 contains 9748 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082976.000000 Penalty: 81763.039062
Iteration 182Q: 25 clusters Score -1.16083e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182698 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23409 members 
Mstep: Class 10 contains 121569 members 
Mstep: Class 11 contains 10270 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52708 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 167046 members 
Mstep: Class 19 contains 116849 members 
Mstep: Class 20 contains 39331 members 
Mstep: Class 21 contains 20807 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083488.000000 Penalty: 81763.039062
Iteration 183Q: 25 clusters Score -1.160835e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182762 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23644 members 
Mstep: Class 10 contains 118942 members 
Mstep: Class 11 contains 10263 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 15439 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52707 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26597 members 
Mstep: Class 18 contains 167101 members 
Mstep: Class 19 contains 119390 members 
Mstep: Class 20 contains 39345 members 
Mstep: Class 21 contains 20802 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083688.000000 Penalty: 81763.039062
Iteration 184Q: 25 clusters Score -1.160837e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182837 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23895 members 
Mstep: Class 10 contains 116254 members 
Mstep: Class 11 contains 10257 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52708 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26530 members 
Mstep: Class 18 contains 167150 members 
Mstep: Class 19 contains 121956 members 
Mstep: Class 20 contains 39355 members 
Mstep: Class 21 contains 20788 members 
Mstep: Class 22 contains 9769 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083960.000000 Penalty: 81763.039062
Iteration 185Q: 25 clusters Score -1.16084e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182891 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24164 members 
Mstep: Class 10 contains 113538 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 15444 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52701 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26455 members 
Mstep: Class 18 contains 167204 members 
Mstep: Class 19 contains 124568 members 
Mstep: Class 20 contains 39362 members 
Mstep: Class 21 contains 20785 members 
Mstep: Class 22 contains 9772 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084192.000000 Penalty: 81763.039062
Iteration 186Q: 25 clusters Score -1.160842e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182924 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24500 members 
Mstep: Class 10 contains 110636 members 
Mstep: Class 11 contains 10224 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52699 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26350 members 
Mstep: Class 18 contains 167291 members 
Mstep: Class 19 contains 127335 members 
Mstep: Class 20 contains 39375 members 
Mstep: Class 21 contains 20772 members 
Mstep: Class 22 contains 9783 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084112.000000 Penalty: 81763.039062
Iteration 187Q: 25 clusters Score -1.160841e+08 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182993 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24881 members 
Mstep: Class 10 contains 107549 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52696 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26242 members 
Mstep: Class 18 contains 167339 members 
Mstep: Class 19 contains 130225 members 
Mstep: Class 20 contains 39397 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 22 contains 9791 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 25 clusters Score -1.160844e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 183089 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25279 members 
Mstep: Class 10 contains 104351 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 15448 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52684 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 18 contains 167364 members 
Mstep: Class 19 contains 133158 members 
Mstep: Class 20 contains 39416 members 
Mstep: Class 21 contains 20769 members 
Mstep: Class 22 contains 9798 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
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Iteration 189Q: 25 clusters Score -1.160845e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 183150 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25689 members 
Mstep: Class 10 contains 101115 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 15454 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52676 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26037 members 
Mstep: Class 18 contains 167363 members 
Mstep: Class 19 contains 136173 members 
Mstep: Class 20 contains 39430 members 
Mstep: Class 21 contains 20758 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
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Iteration 190Q: 25 clusters Score -1.160849e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 183195 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26126 members 
Mstep: Class 10 contains 97817 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 15458 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52662 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25932 members 
Mstep: Class 18 contains 167347 members 
Mstep: Class 19 contains 139267 members 
Mstep: Class 20 contains 39436 members 
Mstep: Class 21 contains 20742 members 
Mstep: Class 22 contains 9817 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1951 members 
Entering Unmasked Estep 
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Iteration 191Q: 25 clusters Score -1.16085e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 183252 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26580 members 
Mstep: Class 10 contains 94351 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 15461 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52658 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25842 members 
Mstep: Class 18 contains 167339 members 
Mstep: Class 19 contains 142486 members 
Mstep: Class 20 contains 39454 members 
Mstep: Class 21 contains 20731 members 
Mstep: Class 22 contains 9823 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085112.000000 Penalty: 81763.039062
Iteration 192Q: 25 clusters Score -1.160851e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 183259 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27062 members 
Mstep: Class 10 contains 90768 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52656 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 18 contains 167340 members 
Mstep: Class 19 contains 145754 members 
Mstep: Class 20 contains 39475 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 9826 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085576.000000 Penalty: 81763.039062
Iteration 193Q: 25 clusters Score -1.160856e+08 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115965 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 183342 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27587 members 
Mstep: Class 10 contains 87045 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 5919 members 
Mstep: Class 13 contains 15446 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52648 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25657 members 
Mstep: Class 18 contains 167433 members 
Mstep: Class 19 contains 149012 members 
Mstep: Class 20 contains 39495 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 9838 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086096.000000 Penalty: 81763.039062
Iteration 194Q: 25 clusters Score -1.160861e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 183446 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28121 members 
Mstep: Class 10 contains 83231 members 
Mstep: Class 11 contains 10133 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 15436 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52642 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 167540 members 
Mstep: Class 19 contains 152311 members 
Mstep: Class 20 contains 39519 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 9858 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085648.000000 Penalty: 81763.039062
Iteration 195Q: 25 clusters Score -1.160856e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183547 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28653 members 
Mstep: Class 10 contains 79451 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 5931 members 
Mstep: Class 13 contains 15436 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52639 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25449 members 
Mstep: Class 18 contains 167668 members 
Mstep: Class 19 contains 155549 members 
Mstep: Class 20 contains 39529 members 
Mstep: Class 21 contains 20681 members 
Mstep: Class 22 contains 9869 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085688.000000 Penalty: 81763.039062
Iteration 196Q: 25 clusters Score -1.160857e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 183719 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29232 members 
Mstep: Class 10 contains 75733 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 5938 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52634 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25351 members 
Mstep: Class 18 contains 167800 members 
Mstep: Class 19 contains 158578 members 
Mstep: Class 20 contains 39536 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 9874 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085416.000000 Penalty: 81763.039062
Iteration 197Q: 25 clusters Score -1.160854e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 183840 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29806 members 
Mstep: Class 10 contains 72408 members 
Mstep: Class 11 contains 10168 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52624 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25277 members 
Mstep: Class 18 contains 167888 members 
Mstep: Class 19 contains 161241 members 
Mstep: Class 20 contains 39546 members 
Mstep: Class 21 contains 20657 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084864.000000 Penalty: 81763.039062
Iteration 198Q: 25 clusters Score -1.160849e+08 nChanged 5062
Entering ConstructFrom: 
Score: -116084864.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (115412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Entering Unmasked Estep 
Score: -14772107.000000 Penalty: 2890.753418
	Iteration 0F: 2 clusters Score -1.477211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -14694777.000000 Penalty: 5781.506836
	Iteration 0F: 3 clusters Score -1.469478e+07 nChanged 54949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -14726695.000000 Penalty: 5781.506836
	Iteration 1F: 3 clusters Score -1.47267e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -14727837.000000 Penalty: 5781.506836
	Iteration 2Q: 3 clusters Score -1.472784e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -14729721.000000 Penalty: 5781.506836
	Iteration 3Q: 3 clusters Score -1.472972e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -14733103.000000 Penalty: 5781.506836
	Iteration 4F: 3 clusters Score -1.47331e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -14738596.000000 Penalty: 5781.506836
	Iteration 5F: 3 clusters Score -1.47386e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -14746889.000000 Penalty: 5781.506836
	Iteration 6F: 3 clusters Score -1.474689e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -14755734.000000 Penalty: 5781.506836
	Iteration 7F: 3 clusters Score -1.475573e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -14762295.000000 Penalty: 5781.506836
	Iteration 8F: 3 clusters Score -1.47623e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -14765924.000000 Penalty: 5781.506836
	Iteration 9Q: 3 clusters Score -1.476592e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -14767732.000000 Penalty: 5781.506836
	Iteration 10Q: 3 clusters Score -1.476773e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -14768523.000000 Penalty: 5781.506836
	Iteration 11Q: 3 clusters Score -1.476852e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -14769111.000000 Penalty: 5781.506836
	Iteration 12Q: 3 clusters Score -1.476911e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113060 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -14769329.000000 Penalty: 5781.506836
	Iteration 13Q: 3 clusters Score -1.476933e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14769480.000000 Penalty: 5781.506836
	Iteration 14Q: 3 clusters Score -1.476948e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -14769580.000000 Penalty: 5781.506836
	Iteration 15Q: 3 clusters Score -1.476958e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -14769644.000000 Penalty: 5781.506836
	Iteration 16Q: 3 clusters Score -1.476964e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113659 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -14769702.000000 Penalty: 5781.506836
	Iteration 17Q: 3 clusters Score -1.47697e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14769750.000000 Penalty: 5781.506836
	Iteration 18Q: 3 clusters Score -1.476975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -14769780.000000 Penalty: 5781.506836
	Iteration 19Q: 3 clusters Score -1.476978e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14769786.000000 Penalty: 5781.506836
	Iteration 20F: 3 clusters Score -1.476979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14769796.000000 Penalty: 5781.506836
	Iteration 21Q: 3 clusters Score -1.47698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14769797.000000 Penalty: 5781.506836
	Iteration 22Q: 3 clusters Score -1.47698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14769817.000000 Penalty: 5781.506836
	Iteration 23Q: 3 clusters Score -1.476982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14769844.000000 Penalty: 5781.506836
	Iteration 24Q: 3 clusters Score -1.476984e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -14769851.000000 Penalty: 5781.506836
	Iteration 25Q: 3 clusters Score -1.476985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14769851.000000 Penalty: 5781.506836
	Iteration 26Q: 3 clusters Score -1.476985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14769859.000000 Penalty: 5781.506836
	Iteration 27Q: 3 clusters Score -1.476986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114069 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14769854.000000 Penalty: 5781.506836
	Iteration 28Q: 3 clusters Score -1.476985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14769865.000000 Penalty: 5781.506836
	Iteration 29Q: 3 clusters Score -1.476986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14769857.000000 Penalty: 5781.506836
	Iteration 30Q: 3 clusters Score -1.476986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14769867.000000 Penalty: 5781.506836
	Iteration 31Q: 3 clusters Score -1.476987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14769867.000000 Penalty: 5781.506836
	Iteration 32Q: 3 clusters Score -1.476987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14769873.000000 Penalty: 5781.506836
	Iteration 33Q: 3 clusters Score -1.476987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -14769877.000000 Penalty: 5781.506836
	Iteration 34Q: 3 clusters Score -1.476988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14769888.000000 Penalty: 5781.506836
	Iteration 35Q: 3 clusters Score -1.476989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14769879.000000 Penalty: 5781.506836
	Iteration 36Q: 3 clusters Score -1.476988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14769886.000000 Penalty: 5781.506836
	Iteration 37Q: 3 clusters Score -1.476989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14769889.000000 Penalty: 5781.506836
	Iteration 38Q: 3 clusters Score -1.476989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14769899.000000 Penalty: 5781.506836
	Iteration 39Q: 3 clusters Score -1.47699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14769904.000000 Penalty: 5781.506836
	Iteration 40F: 3 clusters Score -1.47699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -14769920.000000 Penalty: 5781.506836
	Iteration 41Q: 3 clusters Score -1.476992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14769919.000000 Penalty: 5781.506836
	Iteration 42Q: 3 clusters Score -1.476992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14769922.000000 Penalty: 5781.506836
	Iteration 43Q: 3 clusters Score -1.476992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -14769933.000000 Penalty: 5781.506836
	Iteration 44Q: 3 clusters Score -1.476993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14769930.000000 Penalty: 5781.506836
	Iteration 45Q: 3 clusters Score -1.476993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14769923.000000 Penalty: 5781.506836
	Iteration 46Q: 3 clusters Score -1.476992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14769926.000000 Penalty: 5781.506836
	Iteration 47Q: 3 clusters Score -1.476993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14769927.000000 Penalty: 5781.506836
	Iteration 48Q: 3 clusters Score -1.476993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14769933.000000 Penalty: 5781.506836
	Iteration 49Q: 3 clusters Score -1.476993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14769926.000000 Penalty: 5781.506836
	Iteration 50Q: 3 clusters Score -1.476993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14769941.000000 Penalty: 5781.506836
	Iteration 51Q: 3 clusters Score -1.476994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14769940.000000 Penalty: 5781.506836
	Iteration 52Q: 3 clusters Score -1.476994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14769940.000000 Penalty: 5781.506836
	Iteration 53F: 3 clusters Score -1.476994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -384704.406250 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -384704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381432.468750 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -381432.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382083.062500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -382083.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -382241.531250 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -382241.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382341.968750 Penalty: 3977.238037
	Iteration 3Q: 3 clusters Score -382342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -382409.718750 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -382409.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -382460.281250 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -382460.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -382497.281250 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -382497.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -382540.125000 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -382540.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -382581.750000 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -382581.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -382628.625000 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -382628.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -382671.750000 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -382671.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382716.406250 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -382716.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -382773.656250 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -382773.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -382822.656250 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -382822.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -382865.281250 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -382865.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -382894.812500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -382894.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -382912.968750 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -382913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -382931.437500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -382931.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -382946.625000 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -382946.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -382959.437500 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -382959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -382971.125000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -382971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -382979.218750 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -382979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -382986.875000 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -382986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -382992.750000 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -382992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -382999.781250 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -382999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -383007.531250 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -383007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -383010.843750 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -383010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -383013.593750 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -383013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -383014.906250 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -383014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -383014.843750 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -383014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -383015.500000 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -383015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -383016.687500 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -383016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383016.968750 Penalty: 3977.238037
	Iteration 32Q: 3 clusters Score -383017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383018.093750 Penalty: 3977.238037
	Iteration 33Q: 3 clusters Score -383018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383018.093750 Penalty: 3977.238037
	Iteration 34F: 3 clusters Score -383018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 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 522 members 
Entering Unmasked Estep 
Score: -126860.812500 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126860.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127328.117188 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127328.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127512.898438 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127512.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -127609.210938 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -127609.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -127701.210938 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127701.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -127792.101562 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127792.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -127885.468750 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127885.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -127968.585938 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127968.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -128108.515625 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -128108.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -128358.398438 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -128358.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -128491.960938 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -128492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -128539.234375 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -128539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -128577.492188 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -128577.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -128612.531250 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -128612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -128615.539062 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -128615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -128615.539062 Penalty: 3459.341553
	Iteration 15F: 3 clusters Score -128615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -293433.312500 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -293433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290507.062500 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -290507.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291079.718750 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -291079.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291264.562500 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -291264.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -291439.937500 Penalty: 3868.880859
	Iteration 3F: 3 clusters Score -291439.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -291623.250000 Penalty: 3868.880859
	Iteration 4F: 3 clusters Score -291623.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -291772.687500 Penalty: 3868.880859
	Iteration 5F: 3 clusters Score -291772.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -291902.468750 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -291902.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -292000.000000 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -292000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -292074.187500 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -292074.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -292133.343750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -292133.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -292176.218750 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -292176.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -292194.375000 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -292194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -292204.718750 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -292204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -292216.281250 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -292216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -292221.968750 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -292222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -292227.250000 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -292227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -292230.562500 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -292230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -292233.312500 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -292233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -292236.062500 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -292236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -292237.562500 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -292237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -292238.343750 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -292238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -292240.875000 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -292240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -292241.656250 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -292241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -292243.343750 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -292243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -292244.437500 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -292244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -292244.437500 Penalty: 3868.880859
	Iteration 25F: 3 clusters Score -292244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (183963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Entering Unmasked Estep 
Score: -23465778.000000 Penalty: 3006.377441
	Iteration 0F: 2 clusters Score -2.346578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -23344298.000000 Penalty: 6012.754883
	Iteration 0F: 3 clusters Score -2.33443e+07 nChanged 88070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -23395694.000000 Penalty: 6012.754883
	Iteration 1F: 3 clusters Score -2.339569e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -23397126.000000 Penalty: 6012.754883
	Iteration 2Q: 3 clusters Score -2.339713e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -23399200.000000 Penalty: 6012.754883
	Iteration 3Q: 3 clusters Score -2.33992e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -23403510.000000 Penalty: 6012.754883
	Iteration 4Q: 3 clusters Score -2.340351e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -23411676.000000 Penalty: 6012.754883
	Iteration 5F: 3 clusters Score -2.341168e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -23425334.000000 Penalty: 6012.754883
	Iteration 6F: 3 clusters Score -2.342533e+07 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -23441810.000000 Penalty: 6012.754883
	Iteration 7F: 3 clusters Score -2.344181e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -23454316.000000 Penalty: 6012.754883
	Iteration 8F: 3 clusters Score -2.345432e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -23460254.000000 Penalty: 6012.754883
	Iteration 9Q: 3 clusters Score -2.346025e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182708 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23462114.000000 Penalty: 6012.754883
	Iteration 10Q: 3 clusters Score -2.346211e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183412 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -23462676.000000 Penalty: 6012.754883
	Iteration 11Q: 3 clusters Score -2.346268e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183589 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23462858.000000 Penalty: 6012.754883
	Iteration 12Q: 3 clusters Score -2.346286e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23462950.000000 Penalty: 6012.754883
	Iteration 13Q: 3 clusters Score -2.346295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183666 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23462998.000000 Penalty: 6012.754883
	Iteration 14Q: 3 clusters Score -2.3463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23463008.000000 Penalty: 6012.754883
	Iteration 15Q: 3 clusters Score -2.346301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183683 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23463014.000000 Penalty: 6012.754883
	Iteration 16Q: 3 clusters Score -2.346301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23463058.000000 Penalty: 6012.754883
	Iteration 17Q: 3 clusters Score -2.346306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183693 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23463052.000000 Penalty: 6012.754883
	Iteration 18Q: 3 clusters Score -2.346305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183696 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23463054.000000 Penalty: 6012.754883
	Iteration 19Q: 3 clusters Score -2.346305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183699 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23463052.000000 Penalty: 6012.754883
	Iteration 20F: 3 clusters Score -2.346305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183703 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23463060.000000 Penalty: 6012.754883
	Iteration 21Q: 3 clusters Score -2.346306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23463052.000000 Penalty: 6012.754883
	Iteration 22Q: 3 clusters Score -2.346305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23463052.000000 Penalty: 6012.754883
	Iteration 23F: 3 clusters Score -2.346305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -425728.875000 Penalty: 2023.382935
	Iteration 0F: 2 clusters Score -425728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -422116.656250 Penalty: 4046.765869
	Iteration 0F: 3 clusters Score -422116.7 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -422919.625000 Penalty: 4046.765869
	Iteration 1F: 3 clusters Score -422919.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -423145.812500 Penalty: 4046.765869
	Iteration 2F: 3 clusters Score -423145.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -423280.750000 Penalty: 4046.765869
	Iteration 3F: 3 clusters Score -423280.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423372.500000 Penalty: 4046.765869
	Iteration 4Q: 3 clusters Score -423372.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -423451.562500 Penalty: 4046.765869
	Iteration 5Q: 3 clusters Score -423451.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -423505.187500 Penalty: 4046.765869
	Iteration 6Q: 3 clusters Score -423505.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -423545.437500 Penalty: 4046.765869
	Iteration 7Q: 3 clusters Score -423545.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -423579.250000 Penalty: 4046.765869
	Iteration 8Q: 3 clusters Score -423579.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423600.593750 Penalty: 4046.765869
	Iteration 9Q: 3 clusters Score -423600.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -423616.375000 Penalty: 4046.765869
	Iteration 10Q: 3 clusters Score -423616.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423631.156250 Penalty: 4046.765869
	Iteration 11Q: 3 clusters Score -423631.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423644.781250 Penalty: 4046.765869
	Iteration 12Q: 3 clusters Score -423644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423656.343750 Penalty: 4046.765869
	Iteration 13Q: 3 clusters Score -423656.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423667.375000 Penalty: 4046.765869
	Iteration 14Q: 3 clusters Score -423667.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -423683.468750 Penalty: 4046.765869
	Iteration 15Q: 3 clusters Score -423683.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -423694.656250 Penalty: 4046.765869
	Iteration 16Q: 3 clusters Score -423694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -423703.437500 Penalty: 4046.765869
	Iteration 17Q: 3 clusters Score -423703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -423705.937500 Penalty: 4046.765869
	Iteration 18Q: 3 clusters Score -423705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -423711.218750 Penalty: 4046.765869
	Iteration 19Q: 3 clusters Score -423711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -423715.218750 Penalty: 4046.765869
	Iteration 20F: 3 clusters Score -423715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -423721.781250 Penalty: 4046.765869
	Iteration 21Q: 3 clusters Score -423721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -423726.375000 Penalty: 4046.765869
	Iteration 22Q: 3 clusters Score -423726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -423730.500000 Penalty: 4046.765869
	Iteration 23Q: 3 clusters Score -423730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423739.093750 Penalty: 4046.765869
	Iteration 24Q: 3 clusters Score -423739.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -423746.656250 Penalty: 4046.765869
	Iteration 25Q: 3 clusters Score -423746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -423753.343750 Penalty: 4046.765869
	Iteration 26Q: 3 clusters Score -423753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -423759.156250 Penalty: 4046.765869
	Iteration 27Q: 3 clusters Score -423759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -423762.812500 Penalty: 4046.765869
	Iteration 28Q: 3 clusters Score -423762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -423765.000000 Penalty: 4046.765869
	Iteration 29Q: 3 clusters Score -423765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -423766.656250 Penalty: 4046.765869
	Iteration 30Q: 3 clusters Score -423766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -423769.406250 Penalty: 4046.765869
	Iteration 31Q: 3 clusters Score -423769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -423772.750000 Penalty: 4046.765869
	Iteration 32Q: 3 clusters Score -423772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -423775.093750 Penalty: 4046.765869
	Iteration 33Q: 3 clusters Score -423775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423776.312500 Penalty: 4046.765869
	Iteration 34Q: 3 clusters Score -423776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423779.218750 Penalty: 4046.765869
	Iteration 35Q: 3 clusters Score -423779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -423779.500000 Penalty: 4046.765869
	Iteration 36Q: 3 clusters Score -423779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423782.218750 Penalty: 4046.765869
	Iteration 37Q: 3 clusters Score -423782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -423783.312500 Penalty: 4046.765869
	Iteration 38Q: 3 clusters Score -423783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423785.468750 Penalty: 4046.765869
	Iteration 39Q: 3 clusters Score -423785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -423786.781250 Penalty: 4046.765869
	Iteration 40F: 3 clusters Score -423786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -423789.843750 Penalty: 4046.765869
	Iteration 41Q: 3 clusters Score -423789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -423792.250000 Penalty: 4046.765869
	Iteration 42Q: 3 clusters Score -423792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -423796.468750 Penalty: 4046.765869
	Iteration 43Q: 3 clusters Score -423796.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423801.500000 Penalty: 4046.765869
	Iteration 44Q: 3 clusters Score -423801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -423804.250000 Penalty: 4046.765869
	Iteration 45Q: 3 clusters Score -423804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -423805.906250 Penalty: 4046.765869
	Iteration 46Q: 3 clusters Score -423805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -423807.687500 Penalty: 4046.765869
	Iteration 47Q: 3 clusters Score -423807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -423808.781250 Penalty: 4046.765869
	Iteration 48Q: 3 clusters Score -423808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -423810.281250 Penalty: 4046.765869
	Iteration 49Q: 3 clusters Score -423810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -423810.718750 Penalty: 4046.765869
	Iteration 50Q: 3 clusters Score -423810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -423810.718750 Penalty: 4046.765869
	Iteration 51F: 3 clusters Score -423810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28308.373047 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28308.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28357.023438 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28357.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28385.638672 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28385.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28398.982422 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28398.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28398.982422 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -28398.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25240.310547 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25240.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25336.482422 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25336.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25382.414062 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25382.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25406.519531 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25406.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25410.121094 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25410.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25416.255859 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25416.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25432.744141 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -25432.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25435.886719 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -25435.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25439.291016 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -25439.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25446.574219 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -25446.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25446.574219 Penalty: 2754.267822
	Iteration 10F: 3 clusters Score -25446.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Entering Unmasked Estep 
Score: -3901511.000000 Penalty: 2560.076416
	Iteration 0F: 2 clusters Score -3901511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3880614.250000 Penalty: 5120.152832
	Iteration 0F: 3 clusters Score -3880614 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3888143.250000 Penalty: 5120.152832
	Iteration 1F: 3 clusters Score -3888143 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3888568.750000 Penalty: 5120.152832
	Iteration 2Q: 3 clusters Score -3888569 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3888951.250000 Penalty: 5120.152832
	Iteration 3Q: 3 clusters Score -3888951 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3889406.500000 Penalty: 5120.152832
	Iteration 4Q: 3 clusters Score -3889406 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3890001.750000 Penalty: 5120.152832
	Iteration 5Q: 3 clusters Score -3890002 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3890913.750000 Penalty: 5120.152832
	Iteration 6F: 3 clusters Score -3890914 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3892275.750000 Penalty: 5120.152832
	Iteration 7F: 3 clusters Score -3892276 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3894260.750000 Penalty: 5120.152832
	Iteration 8F: 3 clusters Score -3894261 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3896221.250000 Penalty: 5120.152832
	Iteration 9F: 3 clusters Score -3896221 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3897694.250000 Penalty: 5120.152832
	Iteration 10F: 3 clusters Score -3897694 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3898516.750000 Penalty: 5120.152832
	Iteration 11Q: 3 clusters Score -3898517 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3898889.750000 Penalty: 5120.152832
	Iteration 12Q: 3 clusters Score -3898890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3899068.750000 Penalty: 5120.152832
	Iteration 13Q: 3 clusters Score -3899069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3899154.000000 Penalty: 5120.152832
	Iteration 14Q: 3 clusters Score -3899154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3899198.250000 Penalty: 5120.152832
	Iteration 15Q: 3 clusters Score -3899198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3899216.250000 Penalty: 5120.152832
	Iteration 16Q: 3 clusters Score -3899216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3899225.500000 Penalty: 5120.152832
	Iteration 17Q: 3 clusters Score -3899226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3899232.000000 Penalty: 5120.152832
	Iteration 18Q: 3 clusters Score -3899232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3899238.000000 Penalty: 5120.152832
	Iteration 19Q: 3 clusters Score -3899238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3899249.750000 Penalty: 5120.152832
	Iteration 20F: 3 clusters Score -3899250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3899252.250000 Penalty: 5120.152832
	Iteration 21Q: 3 clusters Score -3899252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3899256.750000 Penalty: 5120.152832
	Iteration 22Q: 3 clusters Score -3899257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3899260.250000 Penalty: 5120.152832
	Iteration 23Q: 3 clusters Score -3899260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3899265.000000 Penalty: 5120.152832
	Iteration 24Q: 3 clusters Score -3899265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3899262.500000 Penalty: 5120.152832
	Iteration 25Q: 3 clusters Score -3899262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3899262.500000 Penalty: 5120.152832
	Iteration 26F: 3 clusters Score -3899262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Entering Unmasked Estep 
Score: -8936096.000000 Penalty: 2764.836670
	Iteration 0F: 2 clusters Score -8936096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -8889602.000000 Penalty: 5529.673340
	Iteration 0F: 3 clusters Score -8889602 nChanged 32506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8907921.000000 Penalty: 5529.673340
	Iteration 1F: 3 clusters Score -8907921 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8908514.000000 Penalty: 5529.673340
	Iteration 2Q: 3 clusters Score -8908514 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8909061.000000 Penalty: 5529.673340
	Iteration 3Q: 3 clusters Score -8909061 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -8909717.000000 Penalty: 5529.673340
	Iteration 4Q: 3 clusters Score -8909717 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -8910434.000000 Penalty: 5529.673340
	Iteration 5Q: 3 clusters Score -8910434 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -8911320.000000 Penalty: 5529.673340
	Iteration 6Q: 3 clusters Score -8911320 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8912582.000000 Penalty: 5529.673340
	Iteration 7Q: 3 clusters Score -8912582 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8914424.000000 Penalty: 5529.673340
	Iteration 8Q: 3 clusters Score -8914424 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -8916857.000000 Penalty: 5529.673340
	Iteration 9F: 3 clusters Score -8916857 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -8920086.000000 Penalty: 5529.673340
	Iteration 10F: 3 clusters Score -8920086 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -8923969.000000 Penalty: 5529.673340
	Iteration 11F: 3 clusters Score -8923969 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8927412.000000 Penalty: 5529.673340
	Iteration 12F: 3 clusters Score -8927412 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -8930105.000000 Penalty: 5529.673340
	Iteration 13Q: 3 clusters Score -8930105 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8931838.000000 Penalty: 5529.673340
	Iteration 14Q: 3 clusters Score -8931838 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -8932795.000000 Penalty: 5529.673340
	Iteration 15Q: 3 clusters Score -8932795 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -8933210.000000 Penalty: 5529.673340
	Iteration 16Q: 3 clusters Score -8933210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -8933387.000000 Penalty: 5529.673340
	Iteration 17Q: 3 clusters Score -8933387 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -8933515.000000 Penalty: 5529.673340
	Iteration 18Q: 3 clusters Score -8933515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -8933568.000000 Penalty: 5529.673340
	Iteration 19Q: 3 clusters Score -8933568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -8933596.000000 Penalty: 5529.673340
	Iteration 20F: 3 clusters Score -8933596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8933614.000000 Penalty: 5529.673340
	Iteration 21Q: 3 clusters Score -8933614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -8933624.000000 Penalty: 5529.673340
	Iteration 22Q: 3 clusters Score -8933624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -8933638.000000 Penalty: 5529.673340
	Iteration 23Q: 3 clusters Score -8933638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -8933636.000000 Penalty: 5529.673340
	Iteration 24Q: 3 clusters Score -8933636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -8933646.000000 Penalty: 5529.673340
	Iteration 25Q: 3 clusters Score -8933646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -8933652.000000 Penalty: 5529.673340
	Iteration 26Q: 3 clusters Score -8933652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -8933661.000000 Penalty: 5529.673340
	Iteration 27Q: 3 clusters Score -8933661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -8933662.000000 Penalty: 5529.673340
	Iteration 28Q: 3 clusters Score -8933662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -8933656.000000 Penalty: 5529.673340
	Iteration 29Q: 3 clusters Score -8933656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -8933654.000000 Penalty: 5529.673340
	Iteration 30Q: 3 clusters Score -8933654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -8933659.000000 Penalty: 5529.673340
	Iteration 31Q: 3 clusters Score -8933659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8933664.000000 Penalty: 5529.673340
	Iteration 32Q: 3 clusters Score -8933664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8933666.000000 Penalty: 5529.673340
	Iteration 33Q: 3 clusters Score -8933666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8933666.000000 Penalty: 5529.673340
	Iteration 34F: 3 clusters Score -8933666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Entering Unmasked Estep 
Score: -1224119.250000 Penalty: 2288.613037
	Iteration 0F: 2 clusters Score -1224119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1216215.750000 Penalty: 4577.226074
	Iteration 0F: 3 clusters Score -1216216 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1218777.750000 Penalty: 4577.226074
	Iteration 1F: 3 clusters Score -1218778 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1219289.500000 Penalty: 4577.226074
	Iteration 2F: 3 clusters Score -1219290 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1219795.125000 Penalty: 4577.226074
	Iteration 3F: 3 clusters Score -1219795 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1220299.500000 Penalty: 4577.226074
	Iteration 4F: 3 clusters Score -1220300 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1220772.625000 Penalty: 4577.226074
	Iteration 5F: 3 clusters Score -1220773 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1221211.750000 Penalty: 4577.226074
	Iteration 6F: 3 clusters Score -1221212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1221563.125000 Penalty: 4577.226074
	Iteration 7Q: 3 clusters Score -1221563 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1221826.125000 Penalty: 4577.226074
	Iteration 8Q: 3 clusters Score -1221826 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1222031.625000 Penalty: 4577.226074
	Iteration 9Q: 3 clusters Score -1222032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1222155.250000 Penalty: 4577.226074
	Iteration 10Q: 3 clusters Score -1222155 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1222229.875000 Penalty: 4577.226074
	Iteration 11Q: 3 clusters Score -1222230 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1222278.625000 Penalty: 4577.226074
	Iteration 12Q: 3 clusters Score -1222279 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1222327.625000 Penalty: 4577.226074
	Iteration 13Q: 3 clusters Score -1222328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1222371.375000 Penalty: 4577.226074
	Iteration 14Q: 3 clusters Score -1222371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1222397.250000 Penalty: 4577.226074
	Iteration 15Q: 3 clusters Score -1222397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1222424.875000 Penalty: 4577.226074
	Iteration 16Q: 3 clusters Score -1222425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1222440.125000 Penalty: 4577.226074
	Iteration 17Q: 3 clusters Score -1222440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1222451.625000 Penalty: 4577.226074
	Iteration 18Q: 3 clusters Score -1222452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1222459.625000 Penalty: 4577.226074
	Iteration 19Q: 3 clusters Score -1222460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1222466.250000 Penalty: 4577.226074
	Iteration 20F: 3 clusters Score -1222466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1222471.750000 Penalty: 4577.226074
	Iteration 21Q: 3 clusters Score -1222472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1222472.375000 Penalty: 4577.226074
	Iteration 22Q: 3 clusters Score -1222472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1222476.875000 Penalty: 4577.226074
	Iteration 23Q: 3 clusters Score -1222477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1222480.500000 Penalty: 4577.226074
	Iteration 24Q: 3 clusters Score -1222480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1222489.875000 Penalty: 4577.226074
	Iteration 25Q: 3 clusters Score -1222490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1222496.125000 Penalty: 4577.226074
	Iteration 26Q: 3 clusters Score -1222496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1222506.250000 Penalty: 4577.226074
	Iteration 27Q: 3 clusters Score -1222506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1222513.125000 Penalty: 4577.226074
	Iteration 28Q: 3 clusters Score -1222513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1222517.750000 Penalty: 4577.226074
	Iteration 29Q: 3 clusters Score -1222518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1222520.000000 Penalty: 4577.226074
	Iteration 30Q: 3 clusters Score -1222520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1222525.500000 Penalty: 4577.226074
	Iteration 31Q: 3 clusters Score -1222526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1222532.750000 Penalty: 4577.226074
	Iteration 32Q: 3 clusters Score -1222533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1222539.750000 Penalty: 4577.226074
	Iteration 33Q: 3 clusters Score -1222540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1222545.500000 Penalty: 4577.226074
	Iteration 34Q: 3 clusters Score -1222546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1222545.250000 Penalty: 4577.226074
	Iteration 35Q: 3 clusters Score -1222545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1222551.375000 Penalty: 4577.226074
	Iteration 36Q: 3 clusters Score -1222551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1222550.625000 Penalty: 4577.226074
	Iteration 37Q: 3 clusters Score -1222551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1222556.000000 Penalty: 4577.226074
	Iteration 38Q: 3 clusters Score -1222556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1222558.375000 Penalty: 4577.226074
	Iteration 39Q: 3 clusters Score -1222558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1222561.500000 Penalty: 4577.226074
	Iteration 40F: 3 clusters Score -1222562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1222560.875000 Penalty: 4577.226074
	Iteration 41Q: 3 clusters Score -1222561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1222560.250000 Penalty: 4577.226074
	Iteration 42Q: 3 clusters Score -1222560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1222560.250000 Penalty: 4577.226074
	Iteration 43F: 3 clusters Score -1222560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -759763.375000 Penalty: 2156.651611
	Iteration 0F: 2 clusters Score -759763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -754620.562500 Penalty: 4313.303223
	Iteration 0F: 3 clusters Score -754620.6 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -755909.437500 Penalty: 4313.303223
	Iteration 1F: 3 clusters Score -755909.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -756186.125000 Penalty: 4313.303223
	Iteration 2F: 3 clusters Score -756186.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -756414.812500 Penalty: 4313.303223
	Iteration 3F: 3 clusters Score -756414.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -756624.687500 Penalty: 4313.303223
	Iteration 4Q: 3 clusters Score -756624.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -756797.750000 Penalty: 4313.303223
	Iteration 5Q: 3 clusters Score -756797.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -756959.187500 Penalty: 4313.303223
	Iteration 6Q: 3 clusters Score -756959.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -757104.437500 Penalty: 4313.303223
	Iteration 7Q: 3 clusters Score -757104.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -757245.375000 Penalty: 4313.303223
	Iteration 8Q: 3 clusters Score -757245.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -757372.062500 Penalty: 4313.303223
	Iteration 9Q: 3 clusters Score -757372.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -757514.937500 Penalty: 4313.303223
	Iteration 10Q: 3 clusters Score -757514.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -757636.500000 Penalty: 4313.303223
	Iteration 11Q: 3 clusters Score -757636.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -757755.250000 Penalty: 4313.303223
	Iteration 12Q: 3 clusters Score -757755.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -757868.000000 Penalty: 4313.303223
	Iteration 13Q: 3 clusters Score -757868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -757961.312500 Penalty: 4313.303223
	Iteration 14Q: 3 clusters Score -757961.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -758040.687500 Penalty: 4313.303223
	Iteration 15Q: 3 clusters Score -758040.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -758115.437500 Penalty: 4313.303223
	Iteration 16Q: 3 clusters Score -758115.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -758182.875000 Penalty: 4313.303223
	Iteration 17Q: 3 clusters Score -758182.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -758240.812500 Penalty: 4313.303223
	Iteration 18Q: 3 clusters Score -758240.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -758292.000000 Penalty: 4313.303223
	Iteration 19Q: 3 clusters Score -758292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -758330.250000 Penalty: 4313.303223
	Iteration 20F: 3 clusters Score -758330.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -758365.625000 Penalty: 4313.303223
	Iteration 21Q: 3 clusters Score -758365.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -758399.375000 Penalty: 4313.303223
	Iteration 22Q: 3 clusters Score -758399.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -758435.125000 Penalty: 4313.303223
	Iteration 23Q: 3 clusters Score -758435.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -758464.500000 Penalty: 4313.303223
	Iteration 24Q: 3 clusters Score -758464.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -758482.062500 Penalty: 4313.303223
	Iteration 25Q: 3 clusters Score -758482.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -758495.000000 Penalty: 4313.303223
	Iteration 26Q: 3 clusters Score -758495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -758502.437500 Penalty: 4313.303223
	Iteration 27Q: 3 clusters Score -758502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -758508.937500 Penalty: 4313.303223
	Iteration 28Q: 3 clusters Score -758508.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -758513.562500 Penalty: 4313.303223
	Iteration 29Q: 3 clusters Score -758513.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -758517.187500 Penalty: 4313.303223
	Iteration 30Q: 3 clusters Score -758517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -758520.437500 Penalty: 4313.303223
	Iteration 31Q: 3 clusters Score -758520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -758524.875000 Penalty: 4313.303223
	Iteration 32Q: 3 clusters Score -758524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -758525.937500 Penalty: 4313.303223
	Iteration 33Q: 3 clusters Score -758525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -758527.750000 Penalty: 4313.303223
	Iteration 34Q: 3 clusters Score -758527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -758529.750000 Penalty: 4313.303223
	Iteration 35Q: 3 clusters Score -758529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -758529.250000 Penalty: 4313.303223
	Iteration 36Q: 3 clusters Score -758529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -758530.187500 Penalty: 4313.303223
	Iteration 37Q: 3 clusters Score -758530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -758530.187500 Penalty: 4313.303223
	Iteration 38F: 3 clusters Score -758530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Entering Unmasked Estep 
Score: -2012133.000000 Penalty: 2391.889893
	Iteration 0F: 2 clusters Score -2012133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2001015.875000 Penalty: 4783.779785
	Iteration 0F: 3 clusters Score -2001016 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2004348.000000 Penalty: 4783.779785
	Iteration 1F: 3 clusters Score -2004348 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2004648.500000 Penalty: 4783.779785
	Iteration 2F: 3 clusters Score -2004648 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2004883.500000 Penalty: 4783.779785
	Iteration 3Q: 3 clusters Score -2004884 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2005100.250000 Penalty: 4783.779785
	Iteration 4Q: 3 clusters Score -2005100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2005302.375000 Penalty: 4783.779785
	Iteration 5Q: 3 clusters Score -2005302 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2005525.625000 Penalty: 4783.779785
	Iteration 6Q: 3 clusters Score -2005526 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2005760.375000 Penalty: 4783.779785
	Iteration 7Q: 3 clusters Score -2005760 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2006032.375000 Penalty: 4783.779785
	Iteration 8Q: 3 clusters Score -2006032 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2006374.250000 Penalty: 4783.779785
	Iteration 9Q: 3 clusters Score -2006374 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2006842.750000 Penalty: 4783.779785
	Iteration 10Q: 3 clusters Score -2006843 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2007405.500000 Penalty: 4783.779785
	Iteration 11F: 3 clusters Score -2007406 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2008006.375000 Penalty: 4783.779785
	Iteration 12Q: 3 clusters Score -2008006 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2008564.375000 Penalty: 4783.779785
	Iteration 13Q: 3 clusters Score -2008564 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2009058.625000 Penalty: 4783.779785
	Iteration 14Q: 3 clusters Score -2009059 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2009426.250000 Penalty: 4783.779785
	Iteration 15Q: 3 clusters Score -2009426 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2009629.875000 Penalty: 4783.779785
	Iteration 16Q: 3 clusters Score -2009630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2009790.500000 Penalty: 4783.779785
	Iteration 17Q: 3 clusters Score -2009790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2009868.125000 Penalty: 4783.779785
	Iteration 18Q: 3 clusters Score -2009868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2009929.375000 Penalty: 4783.779785
	Iteration 19Q: 3 clusters Score -2009929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2009987.250000 Penalty: 4783.779785
	Iteration 20F: 3 clusters Score -2009987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2010030.000000 Penalty: 4783.779785
	Iteration 21Q: 3 clusters Score -2010030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2010058.875000 Penalty: 4783.779785
	Iteration 22Q: 3 clusters Score -2010059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2010065.750000 Penalty: 4783.779785
	Iteration 23Q: 3 clusters Score -2010066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2010075.250000 Penalty: 4783.779785
	Iteration 24Q: 3 clusters Score -2010075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2010085.875000 Penalty: 4783.779785
	Iteration 25Q: 3 clusters Score -2010086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2010093.750000 Penalty: 4783.779785
	Iteration 26Q: 3 clusters Score -2010094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2010101.375000 Penalty: 4783.779785
	Iteration 27Q: 3 clusters Score -2010101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2010107.125000 Penalty: 4783.779785
	Iteration 28Q: 3 clusters Score -2010107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2010109.500000 Penalty: 4783.779785
	Iteration 29Q: 3 clusters Score -2010110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2010110.625000 Penalty: 4783.779785
	Iteration 30Q: 3 clusters Score -2010111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2010113.000000 Penalty: 4783.779785
	Iteration 31Q: 3 clusters Score -2010113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2010113.000000 Penalty: 4783.779785
	Iteration 32F: 3 clusters Score -2010113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -68151.765625 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -68151.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66531.085938 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -66531.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66830.710938 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -66830.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66951.515625 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -66951.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66989.078125 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -66989.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67037.546875 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -67037.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67094.187500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -67094.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67133.250000 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -67133.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67146.523438 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -67146.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67171.593750 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -67171.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67205.468750 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -67205.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67270.742188 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -67270.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67350.406250 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -67350.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67574.257812 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -67574.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67992.015625 Penalty: 3174.527832
	Iteration 13F: 3 clusters Score -67992.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68187.421875 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -68187.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68339.523438 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -68339.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68428.351562 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -68428.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68486.710938 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -68486.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68574.820312 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -68574.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68933.195312 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -68933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69165.375000 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -69165.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69190.601562 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -69190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69204.914062 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -69204.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69204.914062 Penalty: 3174.527832
	Iteration 23F: 3 clusters Score -69204.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 183963 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30421 members 
Mstep: Class 10 contains 69462 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 386 members 
Mstep: Class 15 contains 52622 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 167974 members 
Mstep: Class 19 contains 163457 members 
Mstep: Class 20 contains 39549 members 
Mstep: Class 21 contains 20654 members 
Mstep: Class 22 contains 9899 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1956 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
Score: -116082848.000000 Penalty: 85169.835938
Splitting cluster 14 changes total score from -116084864.000000 to -116082848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (52622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Entering Unmasked Estep 
Score: -6557875.000000 Penalty: 2695.980713
	Iteration 0F: 2 clusters Score -6557875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -6522521.500000 Penalty: 5391.961426
	Iteration 0F: 3 clusters Score -6522522 nChanged 24263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -6535957.500000 Penalty: 5391.961426
	Iteration 1F: 3 clusters Score -6535958 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6536563.500000 Penalty: 5391.961426
	Iteration 2Q: 3 clusters Score -6536564 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -6537196.000000 Penalty: 5391.961426
	Iteration 3Q: 3 clusters Score -6537196 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -6538064.500000 Penalty: 5391.961426
	Iteration 4Q: 3 clusters Score -6538064 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -6539306.000000 Penalty: 5391.961426
	Iteration 5Q: 3 clusters Score -6539306 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -6541090.500000 Penalty: 5391.961426
	Iteration 6F: 3 clusters Score -6541090 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -6543636.000000 Penalty: 5391.961426
	Iteration 7F: 3 clusters Score -6543636 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6546768.000000 Penalty: 5391.961426
	Iteration 8F: 3 clusters Score -6546768 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6549942.000000 Penalty: 5391.961426
	Iteration 9F: 3 clusters Score -6549942 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6552614.500000 Penalty: 5391.961426
	Iteration 10F: 3 clusters Score -6552614 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6554304.500000 Penalty: 5391.961426
	Iteration 11Q: 3 clusters Score -6554304 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6555156.500000 Penalty: 5391.961426
	Iteration 12Q: 3 clusters Score -6555156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6555495.000000 Penalty: 5391.961426
	Iteration 13Q: 3 clusters Score -6555495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6555630.000000 Penalty: 5391.961426
	Iteration 14Q: 3 clusters Score -6555630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6555685.500000 Penalty: 5391.961426
	Iteration 15Q: 3 clusters Score -6555686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6555708.000000 Penalty: 5391.961426
	Iteration 16Q: 3 clusters Score -6555708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6555726.500000 Penalty: 5391.961426
	Iteration 17Q: 3 clusters Score -6555726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6555729.500000 Penalty: 5391.961426
	Iteration 18Q: 3 clusters Score -6555730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6555742.000000 Penalty: 5391.961426
	Iteration 19Q: 3 clusters Score -6555742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6555741.000000 Penalty: 5391.961426
	Iteration 20F: 3 clusters Score -6555741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6555742.000000 Penalty: 5391.961426
	Iteration 21Q: 3 clusters Score -6555742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6555747.500000 Penalty: 5391.961426
	Iteration 22Q: 3 clusters Score -6555748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6555750.500000 Penalty: 5391.961426
	Iteration 23Q: 3 clusters Score -6555750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6555750.500000 Penalty: 5391.961426
	Iteration 24F: 3 clusters Score -6555750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29448.865234 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29448.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29558.246094 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29558.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29581.015625 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29581.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29592.847656 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29592.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29604.798828 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29604.798828 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -29604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Entering Unmasked Estep 
Score: -3265139.500000 Penalty: 2513.291992
	Iteration 0F: 2 clusters Score -3265140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3247739.750000 Penalty: 5026.583984
	Iteration 0F: 3 clusters Score -3247740 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3254081.750000 Penalty: 5026.583984
	Iteration 1F: 3 clusters Score -3254082 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3254818.000000 Penalty: 5026.583984
	Iteration 2F: 3 clusters Score -3254818 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3255690.000000 Penalty: 5026.583984
	Iteration 3F: 3 clusters Score -3255690 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3256627.500000 Penalty: 5026.583984
	Iteration 4F: 3 clusters Score -3256628 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3257771.000000 Penalty: 5026.583984
	Iteration 5F: 3 clusters Score -3257771 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3259131.250000 Penalty: 5026.583984
	Iteration 6F: 3 clusters Score -3259131 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3260469.500000 Penalty: 5026.583984
	Iteration 7F: 3 clusters Score -3260470 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3261700.250000 Penalty: 5026.583984
	Iteration 8F: 3 clusters Score -3261700 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3262633.250000 Penalty: 5026.583984
	Iteration 9Q: 3 clusters Score -3262633 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3263215.000000 Penalty: 5026.583984
	Iteration 10Q: 3 clusters Score -3263215 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3263542.000000 Penalty: 5026.583984
	Iteration 11Q: 3 clusters Score -3263542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3263700.750000 Penalty: 5026.583984
	Iteration 12Q: 3 clusters Score -3263701 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3263805.750000 Penalty: 5026.583984
	Iteration 13Q: 3 clusters Score -3263806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3263866.500000 Penalty: 5026.583984
	Iteration 14Q: 3 clusters Score -3263866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3263909.750000 Penalty: 5026.583984
	Iteration 15Q: 3 clusters Score -3263910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3263944.000000 Penalty: 5026.583984
	Iteration 16Q: 3 clusters Score -3263944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3263946.500000 Penalty: 5026.583984
	Iteration 17Q: 3 clusters Score -3263946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3263960.000000 Penalty: 5026.583984
	Iteration 18Q: 3 clusters Score -3263960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3263967.250000 Penalty: 5026.583984
	Iteration 19Q: 3 clusters Score -3263967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3263971.750000 Penalty: 5026.583984
	Iteration 20F: 3 clusters Score -3263972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3263977.500000 Penalty: 5026.583984
	Iteration 21Q: 3 clusters Score -3263978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3263978.000000 Penalty: 5026.583984
	Iteration 22Q: 3 clusters Score -3263978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3263982.250000 Penalty: 5026.583984
	Iteration 23Q: 3 clusters Score -3263982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3263985.250000 Penalty: 5026.583984
	Iteration 24Q: 3 clusters Score -3263985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3263991.750000 Penalty: 5026.583984
	Iteration 25Q: 3 clusters Score -3263992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3263989.250000 Penalty: 5026.583984
	Iteration 26Q: 3 clusters Score -3263989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3263987.750000 Penalty: 5026.583984
	Iteration 27Q: 3 clusters Score -3263988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3263993.750000 Penalty: 5026.583984
	Iteration 28Q: 3 clusters Score -3263994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3263991.750000 Penalty: 5026.583984
	Iteration 29Q: 3 clusters Score -3263992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3263995.250000 Penalty: 5026.583984
	Iteration 30Q: 3 clusters Score -3263995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3263999.750000 Penalty: 5026.583984
	Iteration 31Q: 3 clusters Score -3264000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3264002.250000 Penalty: 5026.583984
	Iteration 32Q: 3 clusters Score -3264002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3264002.250000 Penalty: 5026.583984
	Iteration 33Q: 3 clusters Score -3264002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3264004.500000 Penalty: 5026.583984
	Iteration 34Q: 3 clusters Score -3264004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3264003.000000 Penalty: 5026.583984
	Iteration 35Q: 3 clusters Score -3264003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3264001.500000 Penalty: 5026.583984
	Iteration 36Q: 3 clusters Score -3264002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3264000.500000 Penalty: 5026.583984
	Iteration 37Q: 3 clusters Score -3264000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3264005.250000 Penalty: 5026.583984
	Iteration 38Q: 3 clusters Score -3264005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3264005.250000 Penalty: 5026.583984
	Iteration 39Q: 3 clusters Score -3264005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3264002.000000 Penalty: 5026.583984
	Iteration 40F: 3 clusters Score -3264002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Entering Unmasked Estep 
Score: -21449468.000000 Penalty: 2983.828125
	Iteration 0F: 2 clusters Score -2.144947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -21341044.000000 Penalty: 5967.656250
	Iteration 0F: 3 clusters Score -2.134104e+07 nChanged 80751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -21388902.000000 Penalty: 5967.656250
	Iteration 1F: 3 clusters Score -2.13889e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -21391064.000000 Penalty: 5967.656250
	Iteration 2Q: 3 clusters Score -2.139106e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -21394862.000000 Penalty: 5967.656250
	Iteration 3Q: 3 clusters Score -2.139486e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113216 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -21401614.000000 Penalty: 5967.656250
	Iteration 4F: 3 clusters Score -2.140161e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -21411776.000000 Penalty: 5967.656250
	Iteration 5F: 3 clusters Score -2.141178e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -21424220.000000 Penalty: 5967.656250
	Iteration 6F: 3 clusters Score -2.142422e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -21436180.000000 Penalty: 5967.656250
	Iteration 7F: 3 clusters Score -2.143618e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160642 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -21443216.000000 Penalty: 5967.656250
	Iteration 8Q: 3 clusters Score -2.144322e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21446240.000000 Penalty: 5967.656250
	Iteration 9Q: 3 clusters Score -2.144624e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21447454.000000 Penalty: 5967.656250
	Iteration 10Q: 3 clusters Score -2.144745e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21447970.000000 Penalty: 5967.656250
	Iteration 11Q: 3 clusters Score -2.144797e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21448268.000000 Penalty: 5967.656250
	Iteration 12Q: 3 clusters Score -2.144827e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21448358.000000 Penalty: 5967.656250
	Iteration 13Q: 3 clusters Score -2.144836e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21448440.000000 Penalty: 5967.656250
	Iteration 14Q: 3 clusters Score -2.144844e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21448486.000000 Penalty: 5967.656250
	Iteration 15Q: 3 clusters Score -2.144849e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21448564.000000 Penalty: 5967.656250
	Iteration 16Q: 3 clusters Score -2.144856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21448592.000000 Penalty: 5967.656250
	Iteration 17Q: 3 clusters Score -2.144859e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21448616.000000 Penalty: 5967.656250
	Iteration 18Q: 3 clusters Score -2.144862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21448636.000000 Penalty: 5967.656250
	Iteration 19Q: 3 clusters Score -2.144864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21448648.000000 Penalty: 5967.656250
	Iteration 20F: 3 clusters Score -2.144865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21448652.000000 Penalty: 5967.656250
	Iteration 21Q: 3 clusters Score -2.144865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21448682.000000 Penalty: 5967.656250
	Iteration 22Q: 3 clusters Score -2.144868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21448700.000000 Penalty: 5967.656250
	Iteration 23Q: 3 clusters Score -2.14487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21448706.000000 Penalty: 5967.656250
	Iteration 24Q: 3 clusters Score -2.144871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166749 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21448686.000000 Penalty: 5967.656250
	Iteration 25Q: 3 clusters Score -2.144869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21448706.000000 Penalty: 5967.656250
	Iteration 26Q: 3 clusters Score -2.144871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21448712.000000 Penalty: 5967.656250
	Iteration 27Q: 3 clusters Score -2.144871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21448700.000000 Penalty: 5967.656250
	Iteration 28Q: 3 clusters Score -2.14487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21448706.000000 Penalty: 5967.656250
	Iteration 29Q: 3 clusters Score -2.144871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21448702.000000 Penalty: 5967.656250
	Iteration 30Q: 3 clusters Score -2.14487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -21448730.000000 Penalty: 5967.656250
	Iteration 31Q: 3 clusters Score -2.144873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21448718.000000 Penalty: 5967.656250
	Iteration 32Q: 3 clusters Score -2.144872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21448712.000000 Penalty: 5967.656250
	Iteration 33Q: 3 clusters Score -2.144871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21448710.000000 Penalty: 5967.656250
	Iteration 34Q: 3 clusters Score -2.144871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21448722.000000 Penalty: 5967.656250
	Iteration 35Q: 3 clusters Score -2.144872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21448716.000000 Penalty: 5967.656250
	Iteration 36Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21448720.000000 Penalty: 5967.656250
	Iteration 37Q: 3 clusters Score -2.144872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21448708.000000 Penalty: 5967.656250
	Iteration 38Q: 3 clusters Score -2.144871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21448720.000000 Penalty: 5967.656250
	Iteration 39Q: 3 clusters Score -2.144872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21448722.000000 Penalty: 5967.656250
	Iteration 40F: 3 clusters Score -2.144872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21448710.000000 Penalty: 5967.656250
	Iteration 41Q: 3 clusters Score -2.144871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21448708.000000 Penalty: 5967.656250
	Iteration 42Q: 3 clusters Score -2.144871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21448716.000000 Penalty: 5967.656250
	Iteration 43Q: 3 clusters Score -2.144872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -21448718.000000 Penalty: 5967.656250
	Iteration 44Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21448708.000000 Penalty: 5967.656250
	Iteration 45Q: 3 clusters Score -2.144871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21448704.000000 Penalty: 5967.656250
	Iteration 46Q: 3 clusters Score -2.14487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21448718.000000 Penalty: 5967.656250
	Iteration 47Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166699 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21448726.000000 Penalty: 5967.656250
	Iteration 48Q: 3 clusters Score -2.144873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21448724.000000 Penalty: 5967.656250
	Iteration 49Q: 3 clusters Score -2.144872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21448720.000000 Penalty: 5967.656250
	Iteration 50Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21448720.000000 Penalty: 5967.656250
	Iteration 51Q: 3 clusters Score -2.144872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21448728.000000 Penalty: 5967.656250
	Iteration 52Q: 3 clusters Score -2.144873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21448722.000000 Penalty: 5967.656250
	Iteration 53Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21448708.000000 Penalty: 5967.656250
	Iteration 54Q: 3 clusters Score -2.144871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21448726.000000 Penalty: 5967.656250
	Iteration 55Q: 3 clusters Score -2.144873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21448738.000000 Penalty: 5967.656250
	Iteration 56Q: 3 clusters Score -2.144874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21448728.000000 Penalty: 5967.656250
	Iteration 57Q: 3 clusters Score -2.144873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21448738.000000 Penalty: 5967.656250
	Iteration 58Q: 3 clusters Score -2.144874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21448758.000000 Penalty: 5967.656250
	Iteration 59Q: 3 clusters Score -2.144876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21448752.000000 Penalty: 5967.656250
	Iteration 60F: 3 clusters Score -2.144875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21448750.000000 Penalty: 5967.656250
	Iteration 61Q: 3 clusters Score -2.144875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21448750.000000 Penalty: 5967.656250
	Iteration 62Q: 3 clusters Score -2.144875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21448746.000000 Penalty: 5967.656250
	Iteration 63Q: 3 clusters Score -2.144875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21448754.000000 Penalty: 5967.656250
	Iteration 64Q: 3 clusters Score -2.144875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21448760.000000 Penalty: 5967.656250
	Iteration 65Q: 3 clusters Score -2.144876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21448750.000000 Penalty: 5967.656250
	Iteration 66Q: 3 clusters Score -2.144875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21448738.000000 Penalty: 5967.656250
	Iteration 67Q: 3 clusters Score -2.144874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21448744.000000 Penalty: 5967.656250
	Iteration 68Q: 3 clusters Score -2.144874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21448722.000000 Penalty: 5967.656250
	Iteration 69Q: 3 clusters Score -2.144872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21448728.000000 Penalty: 5967.656250
	Iteration 70Q: 3 clusters Score -2.144873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21448728.000000 Penalty: 5967.656250
	Iteration 71F: 3 clusters Score -2.144873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Entering Unmasked Estep 
Score: -21032366.000000 Penalty: 2977.067627
	Iteration 0F: 2 clusters Score -2.103237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -20930494.000000 Penalty: 5954.135254
	Iteration 0F: 3 clusters Score -2.093049e+07 nChanged 78054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -20974940.000000 Penalty: 5954.135254
	Iteration 1F: 3 clusters Score -2.097494e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -20975360.000000 Penalty: 5954.135254
	Iteration 2Q: 3 clusters Score -2.097536e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -20976002.000000 Penalty: 5954.135254
	Iteration 3Q: 3 clusters Score -2.0976e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -20976654.000000 Penalty: 5954.135254
	Iteration 4Q: 3 clusters Score -2.097665e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -20977264.000000 Penalty: 5954.135254
	Iteration 5Q: 3 clusters Score -2.097726e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -20978100.000000 Penalty: 5954.135254
	Iteration 6Q: 3 clusters Score -2.09781e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -20979568.000000 Penalty: 5954.135254
	Iteration 7Q: 3 clusters Score -2.097957e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -20981850.000000 Penalty: 5954.135254
	Iteration 8Q: 3 clusters Score -2.098185e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -20985896.000000 Penalty: 5954.135254
	Iteration 9Q: 3 clusters Score -2.09859e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -20993026.000000 Penalty: 5954.135254
	Iteration 10F: 3 clusters Score -2.099303e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -21004032.000000 Penalty: 5954.135254
	Iteration 11F: 3 clusters Score -2.100403e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 144066 members 
Entering Unmasked Estep 
Score: -21016404.000000 Penalty: 5954.135254
	Iteration 12F: 3 clusters Score -2.10164e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -21024502.000000 Penalty: 5954.135254
	Iteration 13F: 3 clusters Score -2.10245e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -21027820.000000 Penalty: 5954.135254
	Iteration 14Q: 3 clusters Score -2.102782e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 162435 members 
Entering Unmasked Estep 
Score: -21029000.000000 Penalty: 5954.135254
	Iteration 15Q: 3 clusters Score -2.1029e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -21029450.000000 Penalty: 5954.135254
	Iteration 16Q: 3 clusters Score -2.102945e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21029606.000000 Penalty: 5954.135254
	Iteration 17Q: 3 clusters Score -2.102961e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -21029670.000000 Penalty: 5954.135254
	Iteration 18Q: 3 clusters Score -2.102967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21029692.000000 Penalty: 5954.135254
	Iteration 19Q: 3 clusters Score -2.102969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 163189 members 
Entering Unmasked Estep 
Score: -21029734.000000 Penalty: 5954.135254
	Iteration 20F: 3 clusters Score -2.102973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -21029744.000000 Penalty: 5954.135254
	Iteration 21Q: 3 clusters Score -2.102974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -21029746.000000 Penalty: 5954.135254
	Iteration 22Q: 3 clusters Score -2.102975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -21029748.000000 Penalty: 5954.135254
	Iteration 23Q: 3 clusters Score -2.102975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -21029774.000000 Penalty: 5954.135254
	Iteration 24Q: 3 clusters Score -2.102977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -21029758.000000 Penalty: 5954.135254
	Iteration 25Q: 3 clusters Score -2.102976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -21029784.000000 Penalty: 5954.135254
	Iteration 26Q: 3 clusters Score -2.102978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -21029782.000000 Penalty: 5954.135254
	Iteration 27Q: 3 clusters Score -2.102978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -21029776.000000 Penalty: 5954.135254
	Iteration 28Q: 3 clusters Score -2.102978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -21029788.000000 Penalty: 5954.135254
	Iteration 29Q: 3 clusters Score -2.102979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -21029788.000000 Penalty: 5954.135254
	Iteration 30Q: 3 clusters Score -2.102979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -21029796.000000 Penalty: 5954.135254
	Iteration 31Q: 3 clusters Score -2.10298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -21029796.000000 Penalty: 5954.135254
	Iteration 32F: 3 clusters Score -2.10298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Entering Unmasked Estep 
Score: -5135119.500000 Penalty: 2625.153320
	Iteration 0F: 2 clusters Score -5135120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5108424.500000 Penalty: 5250.306641
	Iteration 0F: 3 clusters Score -5108424 nChanged 18026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5118143.000000 Penalty: 5250.306641
	Iteration 1F: 3 clusters Score -5118143 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5118600.500000 Penalty: 5250.306641
	Iteration 2Q: 3 clusters Score -5118600 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5119039.000000 Penalty: 5250.306641
	Iteration 3Q: 3 clusters Score -5119039 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -5119418.500000 Penalty: 5250.306641
	Iteration 4Q: 3 clusters Score -5119418 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5119772.000000 Penalty: 5250.306641
	Iteration 5Q: 3 clusters Score -5119772 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5120154.500000 Penalty: 5250.306641
	Iteration 6Q: 3 clusters Score -5120154 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5120652.500000 Penalty: 5250.306641
	Iteration 7Q: 3 clusters Score -5120652 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5121301.500000 Penalty: 5250.306641
	Iteration 8Q: 3 clusters Score -5121302 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5122248.500000 Penalty: 5250.306641
	Iteration 9Q: 3 clusters Score -5122248 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -5123536.000000 Penalty: 5250.306641
	Iteration 10F: 3 clusters Score -5123536 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -5125083.000000 Penalty: 5250.306641
	Iteration 11F: 3 clusters Score -5125083 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5126559.000000 Penalty: 5250.306641
	Iteration 12F: 3 clusters Score -5126559 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5127680.000000 Penalty: 5250.306641
	Iteration 13Q: 3 clusters Score -5127680 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5128397.500000 Penalty: 5250.306641
	Iteration 14Q: 3 clusters Score -5128398 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5128795.000000 Penalty: 5250.306641
	Iteration 15Q: 3 clusters Score -5128795 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5129148.000000 Penalty: 5250.306641
	Iteration 16Q: 3 clusters Score -5129148 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5129490.500000 Penalty: 5250.306641
	Iteration 17Q: 3 clusters Score -5129490 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -5129728.000000 Penalty: 5250.306641
	Iteration 18Q: 3 clusters Score -5129728 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5129989.500000 Penalty: 5250.306641
	Iteration 19Q: 3 clusters Score -5129990 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -5130326.000000 Penalty: 5250.306641
	Iteration 20F: 3 clusters Score -5130326 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -5130625.000000 Penalty: 5250.306641
	Iteration 21Q: 3 clusters Score -5130625 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5130896.500000 Penalty: 5250.306641
	Iteration 22Q: 3 clusters Score -5130896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -5131137.000000 Penalty: 5250.306641
	Iteration 23Q: 3 clusters Score -5131137 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -5131362.500000 Penalty: 5250.306641
	Iteration 24Q: 3 clusters Score -5131362 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -5131550.000000 Penalty: 5250.306641
	Iteration 25Q: 3 clusters Score -5131550 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5131721.500000 Penalty: 5250.306641
	Iteration 26Q: 3 clusters Score -5131722 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5131853.000000 Penalty: 5250.306641
	Iteration 27Q: 3 clusters Score -5131853 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -5131979.000000 Penalty: 5250.306641
	Iteration 28Q: 3 clusters Score -5131979 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -5132093.500000 Penalty: 5250.306641
	Iteration 29Q: 3 clusters Score -5132094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5132185.000000 Penalty: 5250.306641
	Iteration 30Q: 3 clusters Score -5132185 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5132266.000000 Penalty: 5250.306641
	Iteration 31Q: 3 clusters Score -5132266 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -5132329.500000 Penalty: 5250.306641
	Iteration 32Q: 3 clusters Score -5132330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -5132381.500000 Penalty: 5250.306641
	Iteration 33Q: 3 clusters Score -5132382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5132420.500000 Penalty: 5250.306641
	Iteration 34Q: 3 clusters Score -5132420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5132474.500000 Penalty: 5250.306641
	Iteration 35Q: 3 clusters Score -5132474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5132535.500000 Penalty: 5250.306641
	Iteration 36Q: 3 clusters Score -5132536 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5132584.000000 Penalty: 5250.306641
	Iteration 37Q: 3 clusters Score -5132584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5132622.000000 Penalty: 5250.306641
	Iteration 38Q: 3 clusters Score -5132622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5132663.000000 Penalty: 5250.306641
	Iteration 39Q: 3 clusters Score -5132663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5132719.000000 Penalty: 5250.306641
	Iteration 40F: 3 clusters Score -5132719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5132750.500000 Penalty: 5250.306641
	Iteration 41Q: 3 clusters Score -5132750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5132773.000000 Penalty: 5250.306641
	Iteration 42Q: 3 clusters Score -5132773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5132792.000000 Penalty: 5250.306641
	Iteration 43Q: 3 clusters Score -5132792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5132803.500000 Penalty: 5250.306641
	Iteration 44Q: 3 clusters Score -5132804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5132827.000000 Penalty: 5250.306641
	Iteration 45Q: 3 clusters Score -5132827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5132843.500000 Penalty: 5250.306641
	Iteration 46Q: 3 clusters Score -5132844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5132857.500000 Penalty: 5250.306641
	Iteration 47Q: 3 clusters Score -5132858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5132861.000000 Penalty: 5250.306641
	Iteration 48Q: 3 clusters Score -5132861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5132866.500000 Penalty: 5250.306641
	Iteration 49Q: 3 clusters Score -5132866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5132868.500000 Penalty: 5250.306641
	Iteration 50Q: 3 clusters Score -5132868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5132869.000000 Penalty: 5250.306641
	Iteration 51Q: 3 clusters Score -5132869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5132883.000000 Penalty: 5250.306641
	Iteration 52Q: 3 clusters Score -5132883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5132896.500000 Penalty: 5250.306641
	Iteration 53Q: 3 clusters Score -5132896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5132892.000000 Penalty: 5250.306641
	Iteration 54Q: 3 clusters Score -5132892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5132904.000000 Penalty: 5250.306641
	Iteration 55Q: 3 clusters Score -5132904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5132899.000000 Penalty: 5250.306641
	Iteration 56Q: 3 clusters Score -5132899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5132897.500000 Penalty: 5250.306641
	Iteration 57Q: 3 clusters Score -5132898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5132903.500000 Penalty: 5250.306641
	Iteration 58Q: 3 clusters Score -5132904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5132909.500000 Penalty: 5250.306641
	Iteration 59Q: 3 clusters Score -5132910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5132913.500000 Penalty: 5250.306641
	Iteration 60F: 3 clusters Score -5132914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5132926.000000 Penalty: 5250.306641
	Iteration 61Q: 3 clusters Score -5132926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5132929.500000 Penalty: 5250.306641
	Iteration 62Q: 3 clusters Score -5132930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5132931.000000 Penalty: 5250.306641
	Iteration 63Q: 3 clusters Score -5132931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5132931.000000 Penalty: 5250.306641
	Iteration 64Q: 3 clusters Score -5132931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5132939.500000 Penalty: 5250.306641
	Iteration 65Q: 3 clusters Score -5132940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5132939.000000 Penalty: 5250.306641
	Iteration 66Q: 3 clusters Score -5132939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5132957.000000 Penalty: 5250.306641
	Iteration 67Q: 3 clusters Score -5132957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5132953.500000 Penalty: 5250.306641
	Iteration 68Q: 3 clusters Score -5132954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -5132953.000000 Penalty: 5250.306641
	Iteration 69Q: 3 clusters Score -5132953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5132953.500000 Penalty: 5250.306641
	Iteration 70Q: 3 clusters Score -5132954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5132952.000000 Penalty: 5250.306641
	Iteration 71Q: 3 clusters Score -5132952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5132959.000000 Penalty: 5250.306641
	Iteration 72Q: 3 clusters Score -5132959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5132972.500000 Penalty: 5250.306641
	Iteration 73Q: 3 clusters Score -5132972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5132975.500000 Penalty: 5250.306641
	Iteration 74Q: 3 clusters Score -5132976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -5132983.000000 Penalty: 5250.306641
	Iteration 75Q: 3 clusters Score -5132983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5132976.500000 Penalty: 5250.306641
	Iteration 76Q: 3 clusters Score -5132976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5132984.500000 Penalty: 5250.306641
	Iteration 77Q: 3 clusters Score -5132984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5132988.500000 Penalty: 5250.306641
	Iteration 78Q: 3 clusters Score -5132988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5132991.500000 Penalty: 5250.306641
	Iteration 79Q: 3 clusters Score -5132992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5132990.500000 Penalty: 5250.306641
	Iteration 80F: 3 clusters Score -5132990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5132996.500000 Penalty: 5250.306641
	Iteration 81Q: 3 clusters Score -5132996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5132994.000000 Penalty: 5250.306641
	Iteration 82Q: 3 clusters Score -5132994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5132998.500000 Penalty: 5250.306641
	Iteration 83Q: 3 clusters Score -5132998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5132991.000000 Penalty: 5250.306641
	Iteration 84Q: 3 clusters Score -5132991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5132994.000000 Penalty: 5250.306641
	Iteration 85Q: 3 clusters Score -5132994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5133000.000000 Penalty: 5250.306641
	Iteration 86Q: 3 clusters Score -5133000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5133001.000000 Penalty: 5250.306641
	Iteration 87Q: 3 clusters Score -5133001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5133001.000000 Penalty: 5250.306641
	Iteration 88F: 3 clusters Score -5133001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Entering Unmasked Estep 
Score: -2682346.500000 Penalty: 2464.044678
	Iteration 0F: 2 clusters Score -2682346 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 10420 members 
Entering Unmasked Estep 
Score: -2667886.500000 Penalty: 4928.089355
	Iteration 0F: 3 clusters Score -2667886 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2672773.000000 Penalty: 4928.089355
	Iteration 1F: 3 clusters Score -2672773 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2673158.250000 Penalty: 4928.089355
	Iteration 2Q: 3 clusters Score -2673158 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2673521.750000 Penalty: 4928.089355
	Iteration 3Q: 3 clusters Score -2673522 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2673892.750000 Penalty: 4928.089355
	Iteration 4Q: 3 clusters Score -2673893 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2674281.500000 Penalty: 4928.089355
	Iteration 5Q: 3 clusters Score -2674282 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2674743.250000 Penalty: 4928.089355
	Iteration 6Q: 3 clusters Score -2674743 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2675246.000000 Penalty: 4928.089355
	Iteration 7Q: 3 clusters Score -2675246 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2675830.000000 Penalty: 4928.089355
	Iteration 8Q: 3 clusters Score -2675830 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2676431.250000 Penalty: 4928.089355
	Iteration 9Q: 3 clusters Score -2676431 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2677018.750000 Penalty: 4928.089355
	Iteration 10Q: 3 clusters Score -2677019 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2677491.000000 Penalty: 4928.089355
	Iteration 11Q: 3 clusters Score -2677491 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2677845.250000 Penalty: 4928.089355
	Iteration 12Q: 3 clusters Score -2677845 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2678086.750000 Penalty: 4928.089355
	Iteration 13Q: 3 clusters Score -2678087 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2678231.500000 Penalty: 4928.089355
	Iteration 14Q: 3 clusters Score -2678232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2678323.250000 Penalty: 4928.089355
	Iteration 15Q: 3 clusters Score -2678323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2678395.750000 Penalty: 4928.089355
	Iteration 16Q: 3 clusters Score -2678396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2678468.500000 Penalty: 4928.089355
	Iteration 17Q: 3 clusters Score -2678468 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2678529.750000 Penalty: 4928.089355
	Iteration 18Q: 3 clusters Score -2678530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2678580.500000 Penalty: 4928.089355
	Iteration 19Q: 3 clusters Score -2678580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2678643.250000 Penalty: 4928.089355
	Iteration 20F: 3 clusters Score -2678643 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2678715.250000 Penalty: 4928.089355
	Iteration 21Q: 3 clusters Score -2678715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2678792.250000 Penalty: 4928.089355
	Iteration 22Q: 3 clusters Score -2678792 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2678871.000000 Penalty: 4928.089355
	Iteration 23Q: 3 clusters Score -2678871 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2678941.250000 Penalty: 4928.089355
	Iteration 24Q: 3 clusters Score -2678941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2679030.750000 Penalty: 4928.089355
	Iteration 25Q: 3 clusters Score -2679031 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2679085.000000 Penalty: 4928.089355
	Iteration 26Q: 3 clusters Score -2679085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2679140.000000 Penalty: 4928.089355
	Iteration 27Q: 3 clusters Score -2679140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2679202.250000 Penalty: 4928.089355
	Iteration 28Q: 3 clusters Score -2679202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2679252.500000 Penalty: 4928.089355
	Iteration 29Q: 3 clusters Score -2679252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2679311.250000 Penalty: 4928.089355
	Iteration 30Q: 3 clusters Score -2679311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2679365.250000 Penalty: 4928.089355
	Iteration 31Q: 3 clusters Score -2679365 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2679430.500000 Penalty: 4928.089355
	Iteration 32Q: 3 clusters Score -2679430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2679490.500000 Penalty: 4928.089355
	Iteration 33Q: 3 clusters Score -2679490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2679561.750000 Penalty: 4928.089355
	Iteration 34Q: 3 clusters Score -2679562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2679631.750000 Penalty: 4928.089355
	Iteration 35Q: 3 clusters Score -2679632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2679709.000000 Penalty: 4928.089355
	Iteration 36Q: 3 clusters Score -2679709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2679771.500000 Penalty: 4928.089355
	Iteration 37Q: 3 clusters Score -2679772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2679833.750000 Penalty: 4928.089355
	Iteration 38Q: 3 clusters Score -2679834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2679882.250000 Penalty: 4928.089355
	Iteration 39Q: 3 clusters Score -2679882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2679923.500000 Penalty: 4928.089355
	Iteration 40F: 3 clusters Score -2679924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2679967.750000 Penalty: 4928.089355
	Iteration 41Q: 3 clusters Score -2679968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2680011.500000 Penalty: 4928.089355
	Iteration 42Q: 3 clusters Score -2680012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2680039.000000 Penalty: 4928.089355
	Iteration 43Q: 3 clusters Score -2680039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2680063.500000 Penalty: 4928.089355
	Iteration 44Q: 3 clusters Score -2680064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2680082.750000 Penalty: 4928.089355
	Iteration 45Q: 3 clusters Score -2680083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2680100.250000 Penalty: 4928.089355
	Iteration 46Q: 3 clusters Score -2680100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2680122.250000 Penalty: 4928.089355
	Iteration 47Q: 3 clusters Score -2680122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2680143.250000 Penalty: 4928.089355
	Iteration 48Q: 3 clusters Score -2680143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2680149.250000 Penalty: 4928.089355
	Iteration 49Q: 3 clusters Score -2680149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2680153.750000 Penalty: 4928.089355
	Iteration 50Q: 3 clusters Score -2680154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2680155.750000 Penalty: 4928.089355
	Iteration 51Q: 3 clusters Score -2680156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2680157.500000 Penalty: 4928.089355
	Iteration 52Q: 3 clusters Score -2680158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2680159.750000 Penalty: 4928.089355
	Iteration 53Q: 3 clusters Score -2680160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2680162.000000 Penalty: 4928.089355
	Iteration 54Q: 3 clusters Score -2680162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2680164.500000 Penalty: 4928.089355
	Iteration 55Q: 3 clusters Score -2680164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2680173.750000 Penalty: 4928.089355
	Iteration 56Q: 3 clusters Score -2680174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2680175.750000 Penalty: 4928.089355
	Iteration 57Q: 3 clusters Score -2680176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2680181.250000 Penalty: 4928.089355
	Iteration 58Q: 3 clusters Score -2680181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2680184.750000 Penalty: 4928.089355
	Iteration 59Q: 3 clusters Score -2680185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2680192.000000 Penalty: 4928.089355
	Iteration 60F: 3 clusters Score -2680192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2680203.250000 Penalty: 4928.089355
	Iteration 61Q: 3 clusters Score -2680203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2680212.250000 Penalty: 4928.089355
	Iteration 62Q: 3 clusters Score -2680212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2680215.250000 Penalty: 4928.089355
	Iteration 63Q: 3 clusters Score -2680215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2680226.250000 Penalty: 4928.089355
	Iteration 64Q: 3 clusters Score -2680226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2680237.750000 Penalty: 4928.089355
	Iteration 65Q: 3 clusters Score -2680238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2680236.750000 Penalty: 4928.089355
	Iteration 66Q: 3 clusters Score -2680237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2680242.250000 Penalty: 4928.089355
	Iteration 67Q: 3 clusters Score -2680242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2680244.750000 Penalty: 4928.089355
	Iteration 68Q: 3 clusters Score -2680245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2680249.750000 Penalty: 4928.089355
	Iteration 69Q: 3 clusters Score -2680250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2680251.500000 Penalty: 4928.089355
	Iteration 70Q: 3 clusters Score -2680252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2680256.750000 Penalty: 4928.089355
	Iteration 71Q: 3 clusters Score -2680257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2680258.750000 Penalty: 4928.089355
	Iteration 72Q: 3 clusters Score -2680259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2680269.500000 Penalty: 4928.089355
	Iteration 73Q: 3 clusters Score -2680270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2680273.500000 Penalty: 4928.089355
	Iteration 74Q: 3 clusters Score -2680274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2680273.250000 Penalty: 4928.089355
	Iteration 75Q: 3 clusters Score -2680273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2680275.750000 Penalty: 4928.089355
	Iteration 76Q: 3 clusters Score -2680276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2680275.000000 Penalty: 4928.089355
	Iteration 77Q: 3 clusters Score -2680275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2680276.750000 Penalty: 4928.089355
	Iteration 78Q: 3 clusters Score -2680277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2680276.500000 Penalty: 4928.089355
	Iteration 79Q: 3 clusters Score -2680276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2680277.750000 Penalty: 4928.089355
	Iteration 80F: 3 clusters Score -2680278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2680278.000000 Penalty: 4928.089355
	Iteration 81Q: 3 clusters Score -2680278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2680278.000000 Penalty: 4928.089355
	Iteration 82F: 3 clusters Score -2680278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -1289077.750000 Penalty: 2281.646729
	Iteration 0F: 2 clusters Score -1289078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1281475.750000 Penalty: 4563.293457
	Iteration 0F: 3 clusters Score -1281476 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1283571.750000 Penalty: 4563.293457
	Iteration 1F: 3 clusters Score -1283572 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1283841.125000 Penalty: 4563.293457
	Iteration 2F: 3 clusters Score -1283841 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1284013.000000 Penalty: 4563.293457
	Iteration 3Q: 3 clusters Score -1284013 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1284152.000000 Penalty: 4563.293457
	Iteration 4Q: 3 clusters Score -1284152 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1284256.750000 Penalty: 4563.293457
	Iteration 5Q: 3 clusters Score -1284257 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1284356.375000 Penalty: 4563.293457
	Iteration 6Q: 3 clusters Score -1284356 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1284451.625000 Penalty: 4563.293457
	Iteration 7Q: 3 clusters Score -1284452 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1284550.375000 Penalty: 4563.293457
	Iteration 8Q: 3 clusters Score -1284550 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1284653.750000 Penalty: 4563.293457
	Iteration 9Q: 3 clusters Score -1284654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1284755.375000 Penalty: 4563.293457
	Iteration 10Q: 3 clusters Score -1284755 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1284874.875000 Penalty: 4563.293457
	Iteration 11Q: 3 clusters Score -1284875 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1285014.250000 Penalty: 4563.293457
	Iteration 12Q: 3 clusters Score -1285014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1285177.125000 Penalty: 4563.293457
	Iteration 13Q: 3 clusters Score -1285177 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1285385.125000 Penalty: 4563.293457
	Iteration 14Q: 3 clusters Score -1285385 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1285653.125000 Penalty: 4563.293457
	Iteration 15Q: 3 clusters Score -1285653 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1285943.750000 Penalty: 4563.293457
	Iteration 16Q: 3 clusters Score -1285944 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1286178.625000 Penalty: 4563.293457
	Iteration 17Q: 3 clusters Score -1286179 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1286352.875000 Penalty: 4563.293457
	Iteration 18Q: 3 clusters Score -1286353 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1286497.875000 Penalty: 4563.293457
	Iteration 19Q: 3 clusters Score -1286498 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1286632.875000 Penalty: 4563.293457
	Iteration 20F: 3 clusters Score -1286633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1286720.250000 Penalty: 4563.293457
	Iteration 21Q: 3 clusters Score -1286720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1286776.250000 Penalty: 4563.293457
	Iteration 22Q: 3 clusters Score -1286776 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1286833.125000 Penalty: 4563.293457
	Iteration 23Q: 3 clusters Score -1286833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1286889.375000 Penalty: 4563.293457
	Iteration 24Q: 3 clusters Score -1286889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1286931.125000 Penalty: 4563.293457
	Iteration 25Q: 3 clusters Score -1286931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1286963.250000 Penalty: 4563.293457
	Iteration 26Q: 3 clusters Score -1286963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1286986.000000 Penalty: 4563.293457
	Iteration 27Q: 3 clusters Score -1286986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1287014.625000 Penalty: 4563.293457
	Iteration 28Q: 3 clusters Score -1287015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1287046.250000 Penalty: 4563.293457
	Iteration 29Q: 3 clusters Score -1287046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1287064.750000 Penalty: 4563.293457
	Iteration 30Q: 3 clusters Score -1287065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1287080.375000 Penalty: 4563.293457
	Iteration 31Q: 3 clusters Score -1287080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1287093.750000 Penalty: 4563.293457
	Iteration 32Q: 3 clusters Score -1287094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1287094.125000 Penalty: 4563.293457
	Iteration 33Q: 3 clusters Score -1287094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1287104.500000 Penalty: 4563.293457
	Iteration 34Q: 3 clusters Score -1287104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1287113.125000 Penalty: 4563.293457
	Iteration 35Q: 3 clusters Score -1287113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1287118.125000 Penalty: 4563.293457
	Iteration 36Q: 3 clusters Score -1287118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1287123.500000 Penalty: 4563.293457
	Iteration 37Q: 3 clusters Score -1287124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1287127.625000 Penalty: 4563.293457
	Iteration 38Q: 3 clusters Score -1287128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1287134.375000 Penalty: 4563.293457
	Iteration 39Q: 3 clusters Score -1287134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1287143.750000 Penalty: 4563.293457
	Iteration 40F: 3 clusters Score -1287144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1287148.375000 Penalty: 4563.293457
	Iteration 41Q: 3 clusters Score -1287148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1287149.250000 Penalty: 4563.293457
	Iteration 42Q: 3 clusters Score -1287149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1287154.500000 Penalty: 4563.293457
	Iteration 43Q: 3 clusters Score -1287154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1287156.875000 Penalty: 4563.293457
	Iteration 44Q: 3 clusters Score -1287157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1287156.500000 Penalty: 4563.293457
	Iteration 45Q: 3 clusters Score -1287156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1287154.875000 Penalty: 4563.293457
	Iteration 46Q: 3 clusters Score -1287155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1287156.125000 Penalty: 4563.293457
	Iteration 47Q: 3 clusters Score -1287156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1287157.500000 Penalty: 4563.293457
	Iteration 48Q: 3 clusters Score -1287158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1287156.000000 Penalty: 4563.293457
	Iteration 49Q: 3 clusters Score -1287156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1287159.125000 Penalty: 4563.293457
	Iteration 50Q: 3 clusters Score -1287159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1287158.500000 Penalty: 4563.293457
	Iteration 51Q: 3 clusters Score -1287158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1287158.375000 Penalty: 4563.293457
	Iteration 52Q: 3 clusters Score -1287158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1287159.250000 Penalty: 4563.293457
	Iteration 53Q: 3 clusters Score -1287159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1287161.375000 Penalty: 4563.293457
	Iteration 54Q: 3 clusters Score -1287161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1287162.500000 Penalty: 4563.293457
	Iteration 55Q: 3 clusters Score -1287162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1287165.125000 Penalty: 4563.293457
	Iteration 56Q: 3 clusters Score -1287165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1287162.875000 Penalty: 4563.293457
	Iteration 57Q: 3 clusters Score -1287163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1287162.250000 Penalty: 4563.293457
	Iteration 58Q: 3 clusters Score -1287162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1287162.250000 Penalty: 4563.293457
	Iteration 59F: 3 clusters Score -1287162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -118292.070312 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -118292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116362.828125 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -116362.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116633.554688 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -116633.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116720.179688 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -116720.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116768.804688 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -116768.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116806.406250 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -116806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116821.718750 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -116821.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116841.320312 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -116841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116856.359375 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -116856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116858.289062 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -116858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116861.109375 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -116861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116862.421875 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -116862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116866.375000 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -116866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116867.476562 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -116867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116868.898438 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -116868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116873.281250 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -116873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116873.281250 Penalty: 3407.031006
	Iteration 15F: 3 clusters Score -116873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -244891.781250 Penalty: 1879.506836
	Iteration 0F: 2 clusters Score -244891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242298.468750 Penalty: 3759.013672
	Iteration 0F: 3 clusters Score -242298.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -242750.734375 Penalty: 3759.013672
	Iteration 1F: 3 clusters Score -242750.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -242888.765625 Penalty: 3759.013672
	Iteration 2F: 3 clusters Score -242888.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -242988.546875 Penalty: 3759.013672
	Iteration 3F: 3 clusters Score -242988.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243060.046875 Penalty: 3759.013672
	Iteration 4Q: 3 clusters Score -243060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243104.281250 Penalty: 3759.013672
	Iteration 5Q: 3 clusters Score -243104.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -243134.859375 Penalty: 3759.013672
	Iteration 6Q: 3 clusters Score -243134.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -243161.046875 Penalty: 3759.013672
	Iteration 7Q: 3 clusters Score -243161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -243185.078125 Penalty: 3759.013672
	Iteration 8Q: 3 clusters Score -243185.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -243197.875000 Penalty: 3759.013672
	Iteration 9Q: 3 clusters Score -243197.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -243219.046875 Penalty: 3759.013672
	Iteration 10Q: 3 clusters Score -243219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -243239.796875 Penalty: 3759.013672
	Iteration 11Q: 3 clusters Score -243239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -243253.187500 Penalty: 3759.013672
	Iteration 12Q: 3 clusters Score -243253.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -243268.718750 Penalty: 3759.013672
	Iteration 13Q: 3 clusters Score -243268.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -243285.812500 Penalty: 3759.013672
	Iteration 14Q: 3 clusters Score -243285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -243299.406250 Penalty: 3759.013672
	Iteration 15Q: 3 clusters Score -243299.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -243314.328125 Penalty: 3759.013672
	Iteration 16Q: 3 clusters Score -243314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -243324.421875 Penalty: 3759.013672
	Iteration 17Q: 3 clusters Score -243324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -243330.390625 Penalty: 3759.013672
	Iteration 18Q: 3 clusters Score -243330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -243336.046875 Penalty: 3759.013672
	Iteration 19Q: 3 clusters Score -243336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -243339.359375 Penalty: 3759.013672
	Iteration 20F: 3 clusters Score -243339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -243342.828125 Penalty: 3759.013672
	Iteration 21Q: 3 clusters Score -243342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -243345.875000 Penalty: 3759.013672
	Iteration 22Q: 3 clusters Score -243345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -243348.078125 Penalty: 3759.013672
	Iteration 23Q: 3 clusters Score -243348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -243351.468750 Penalty: 3759.013672
	Iteration 24Q: 3 clusters Score -243351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -243356.265625 Penalty: 3759.013672
	Iteration 25Q: 3 clusters Score -243356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243357.687500 Penalty: 3759.013672
	Iteration 26Q: 3 clusters Score -243357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243358.515625 Penalty: 3759.013672
	Iteration 27Q: 3 clusters Score -243358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -243359.796875 Penalty: 3759.013672
	Iteration 28Q: 3 clusters Score -243359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -243359.796875 Penalty: 3759.013672
	Iteration 29F: 3 clusters Score -243359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 183963 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30421 members 
Mstep: Class 10 contains 69462 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52622 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 167974 members 
Mstep: Class 19 contains 163457 members 
Mstep: Class 20 contains 39549 members 
Mstep: Class 21 contains 20654 members 
Mstep: Class 22 contains 9899 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084136.000000 Penalty: 81763.039062
Iteration 199Q: 25 clusters Score -1.160841e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115367 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 184069 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31084 members 
Mstep: Class 10 contains 66936 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52623 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25119 members 
Mstep: Class 18 contains 168022 members 
Mstep: Class 19 contains 165264 members 
Mstep: Class 20 contains 39555 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 9908 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085560.000000 Penalty: 81763.039062
Iteration 200F: 25 clusters Score -1.160856e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 184179 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31773 members 
Mstep: Class 10 contains 63306 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 15428 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52618 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25047 members 
Mstep: Class 18 contains 168062 members 
Mstep: Class 19 contains 168163 members 
Mstep: Class 20 contains 39565 members 
Mstep: Class 21 contains 20627 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085264.000000 Penalty: 81763.039062
Iteration 201Q: 25 clusters Score -1.160853e+08 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 184279 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32367 members 
Mstep: Class 10 contains 59827 members 
Mstep: Class 11 contains 10161 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 15428 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52607 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 168099 members 
Mstep: Class 19 contains 170996 members 
Mstep: Class 20 contains 39568 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 81763.039062
Iteration 202Q: 25 clusters Score -1.160852e+08 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184439 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32887 members 
Mstep: Class 10 contains 56624 members 
Mstep: Class 11 contains 10163 members 
Mstep: Class 12 contains 6100 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52598 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24938 members 
Mstep: Class 18 contains 168079 members 
Mstep: Class 19 contains 173565 members 
Mstep: Class 20 contains 39588 members 
Mstep: Class 21 contains 20619 members 
Mstep: Class 22 contains 9940 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085184.000000 Penalty: 81763.039062
Iteration 203Q: 25 clusters Score -1.160852e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115172 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184577 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33280 members 
Mstep: Class 10 contains 53884 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 52593 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 168037 members 
Mstep: Class 19 contains 175854 members 
Mstep: Class 20 contains 39611 members 
Mstep: Class 21 contains 20614 members 
Mstep: Class 22 contains 9950 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084696.000000 Penalty: 81763.039062
Iteration 204Q: 25 clusters Score -1.160847e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184685 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33574 members 
Mstep: Class 10 contains 51408 members 
Mstep: Class 11 contains 10168 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 52596 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24828 members 
Mstep: Class 18 contains 168036 members 
Mstep: Class 19 contains 177968 members 
Mstep: Class 20 contains 39626 members 
Mstep: Class 21 contains 20604 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084552.000000 Penalty: 81763.039062
Iteration 205Q: 25 clusters Score -1.160846e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184814 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33822 members 
Mstep: Class 10 contains 49191 members 
Mstep: Class 11 contains 10156 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52586 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 168060 members 
Mstep: Class 19 contains 179821 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 21 contains 20590 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083376.000000 Penalty: 81763.039062
Iteration 206Q: 25 clusters Score -1.160834e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 184920 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34058 members 
Mstep: Class 10 contains 47170 members 
Mstep: Class 11 contains 10175 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 52575 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24764 members 
Mstep: Class 18 contains 168092 members 
Mstep: Class 19 contains 181475 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 20564 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082496.000000 Penalty: 81763.039062
Iteration 207Q: 25 clusters Score -1.160825e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 185027 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34246 members 
Mstep: Class 10 contains 45316 members 
Mstep: Class 11 contains 10197 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52571 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24748 members 
Mstep: Class 18 contains 168118 members 
Mstep: Class 19 contains 182984 members 
Mstep: Class 20 contains 39663 members 
Mstep: Class 21 contains 20557 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081416.000000 Penalty: 81763.039062
Iteration 208Q: 25 clusters Score -1.160814e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115086 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185100 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34356 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 10205 members 
Mstep: Class 12 contains 6312 members 
Mstep: Class 13 contains 15425 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52565 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24753 members 
Mstep: Class 18 contains 168116 members 
Mstep: Class 19 contains 184413 members 
Mstep: Class 20 contains 39685 members 
Mstep: Class 21 contains 20551 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 965 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 81763.039062
Iteration 209Q: 25 clusters Score -1.160808e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185155 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34440 members 
Mstep: Class 10 contains 42046 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 15423 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52571 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24772 members 
Mstep: Class 18 contains 168158 members 
Mstep: Class 19 contains 185642 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20539 members 
Mstep: Class 22 contains 10050 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080016.000000 Penalty: 81763.039062
Iteration 210Q: 25 clusters Score -1.1608e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 185212 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34477 members 
Mstep: Class 10 contains 40637 members 
Mstep: Class 11 contains 10233 members 
Mstep: Class 12 contains 6380 members 
Mstep: Class 13 contains 15424 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52561 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 168218 members 
Mstep: Class 19 contains 186778 members 
Mstep: Class 20 contains 39709 members 
Mstep: Class 21 contains 20541 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079424.000000 Penalty: 81763.039062
Iteration 211Q: 25 clusters Score -1.160794e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185283 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34513 members 
Mstep: Class 10 contains 39248 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 6416 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52558 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 168291 members 
Mstep: Class 19 contains 187870 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20529 members 
Mstep: Class 22 contains 10072 members 
Mstep: Class 23 contains 970 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078664.000000 Penalty: 81763.039062
Iteration 212Q: 25 clusters Score -1.160787e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115291 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185334 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34491 members 
Mstep: Class 10 contains 37972 members 
Mstep: Class 11 contains 10274 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52553 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 168358 members 
Mstep: Class 19 contains 188903 members 
Mstep: Class 20 contains 39705 members 
Mstep: Class 21 contains 20519 members 
Mstep: Class 22 contains 10080 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077816.000000 Penalty: 81763.039062
Iteration 213Q: 25 clusters Score -1.160778e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185359 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34419 members 
Mstep: Class 10 contains 36761 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 6492 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52547 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 168387 members 
Mstep: Class 19 contains 189923 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 20514 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076944.000000 Penalty: 81763.039062
Iteration 214Q: 25 clusters Score -1.160769e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185360 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 35636 members 
Mstep: Class 11 contains 10320 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52540 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 168409 members 
Mstep: Class 19 contains 190925 members 
Mstep: Class 20 contains 39734 members 
Mstep: Class 21 contains 20514 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076264.000000 Penalty: 81763.039062
Iteration 215Q: 25 clusters Score -1.160763e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185392 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34185 members 
Mstep: Class 10 contains 34570 members 
Mstep: Class 11 contains 10328 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52532 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 168416 members 
Mstep: Class 19 contains 191887 members 
Mstep: Class 20 contains 39753 members 
Mstep: Class 21 contains 20514 members 
Mstep: Class 22 contains 10108 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075432.000000 Penalty: 81763.039062
Iteration 216Q: 25 clusters Score -1.160754e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185420 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 34070 members 
Mstep: Class 10 contains 33533 members 
Mstep: Class 11 contains 10341 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52525 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24995 members 
Mstep: Class 18 contains 168468 members 
Mstep: Class 19 contains 192743 members 
Mstep: Class 20 contains 39770 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 10112 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074872.000000 Penalty: 81763.039062
Iteration 217Q: 25 clusters Score -1.160749e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 185442 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33938 members 
Mstep: Class 10 contains 32539 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52524 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25055 members 
Mstep: Class 18 contains 168529 members 
Mstep: Class 19 contains 193544 members 
Mstep: Class 20 contains 39781 members 
Mstep: Class 21 contains 20533 members 
Mstep: Class 22 contains 10118 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074536.000000 Penalty: 81763.039062
Iteration 218Q: 25 clusters Score -1.160745e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 185472 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33788 members 
Mstep: Class 10 contains 31592 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52527 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25102 members 
Mstep: Class 18 contains 168601 members 
Mstep: Class 19 contains 194332 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 10128 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074048.000000 Penalty: 81763.039062
Iteration 219Q: 25 clusters Score -1.16074e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33630 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 10428 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52526 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25153 members 
Mstep: Class 18 contains 168663 members 
Mstep: Class 19 contains 195108 members 
Mstep: Class 20 contains 39796 members 
Mstep: Class 21 contains 20554 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073528.000000 Penalty: 81763.039062
Iteration 220F: 25 clusters Score -1.160735e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 185514 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33456 members 
Mstep: Class 10 contains 29727 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52530 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25214 members 
Mstep: Class 18 contains 168716 members 
Mstep: Class 19 contains 195875 members 
Mstep: Class 20 contains 39804 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 10150 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073048.000000 Penalty: 81763.039062
Iteration 221Q: 25 clusters Score -1.16073e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 185542 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 33237 members 
Mstep: Class 10 contains 28874 members 
Mstep: Class 11 contains 10459 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52530 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25287 members 
Mstep: Class 18 contains 168789 members 
Mstep: Class 19 contains 196640 members 
Mstep: Class 20 contains 39810 members 
Mstep: Class 21 contains 20563 members 
Mstep: Class 22 contains 10153 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072216.000000 Penalty: 81763.039062
Iteration 222Q: 25 clusters Score -1.160722e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 185561 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32984 members 
Mstep: Class 10 contains 28019 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52536 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25348 members 
Mstep: Class 18 contains 168863 members 
Mstep: Class 19 contains 197406 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 20568 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072184.000000 Penalty: 81763.039062
Iteration 223Q: 25 clusters Score -1.160722e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 185565 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32714 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 6782 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52540 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25418 members 
Mstep: Class 18 contains 168928 members 
Mstep: Class 19 contains 198126 members 
Mstep: Class 20 contains 39812 members 
Mstep: Class 21 contains 20569 members 
Mstep: Class 22 contains 10174 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071776.000000 Penalty: 81763.039062
Iteration 224Q: 25 clusters Score -1.160718e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 185567 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32428 members 
Mstep: Class 10 contains 26550 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 6807 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52541 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25490 members 
Mstep: Class 18 contains 168988 members 
Mstep: Class 19 contains 198795 members 
Mstep: Class 20 contains 39819 members 
Mstep: Class 21 contains 20567 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071304.000000 Penalty: 81763.039062
Iteration 225Q: 25 clusters Score -1.160713e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116610 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185575 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 32145 members 
Mstep: Class 10 contains 25893 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52543 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 169026 members 
Mstep: Class 19 contains 199445 members 
Mstep: Class 20 contains 39825 members 
Mstep: Class 21 contains 20571 members 
Mstep: Class 22 contains 10199 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070912.000000 Penalty: 81763.039062
Iteration 226Q: 25 clusters Score -1.160709e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185590 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31851 members 
Mstep: Class 10 contains 25250 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 6846 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52552 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25632 members 
Mstep: Class 18 contains 169061 members 
Mstep: Class 19 contains 200069 members 
Mstep: Class 20 contains 39827 members 
Mstep: Class 21 contains 20577 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070528.000000 Penalty: 81763.039062
Iteration 227Q: 25 clusters Score -1.160705e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185606 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31567 members 
Mstep: Class 10 contains 24662 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 6860 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52563 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25700 members 
Mstep: Class 18 contains 169109 members 
Mstep: Class 19 contains 200633 members 
Mstep: Class 20 contains 39828 members 
Mstep: Class 21 contains 20589 members 
Mstep: Class 22 contains 10211 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070552.000000 Penalty: 81763.039062
Iteration 228Q: 25 clusters Score -1.160706e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 185596 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 31268 members 
Mstep: Class 10 contains 24116 members 
Mstep: Class 11 contains 10578 members 
Mstep: Class 12 contains 6879 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52575 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 169177 members 
Mstep: Class 19 contains 201180 members 
Mstep: Class 20 contains 39824 members 
Mstep: Class 21 contains 20596 members 
Mstep: Class 22 contains 10219 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070192.000000 Penalty: 81763.039062
Iteration 229Q: 25 clusters Score -1.160702e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117113 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185614 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30978 members 
Mstep: Class 10 contains 23554 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 6891 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52581 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25848 members 
Mstep: Class 18 contains 169232 members 
Mstep: Class 19 contains 201701 members 
Mstep: Class 20 contains 39824 members 
Mstep: Class 21 contains 20599 members 
Mstep: Class 22 contains 10230 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069872.000000 Penalty: 81763.039062
Iteration 230Q: 25 clusters Score -1.160699e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 185606 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30681 members 
Mstep: Class 10 contains 23054 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 6904 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52594 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 25934 members 
Mstep: Class 18 contains 169281 members 
Mstep: Class 19 contains 202208 members 
Mstep: Class 20 contains 39829 members 
Mstep: Class 21 contains 20609 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069584.000000 Penalty: 81763.039062
Iteration 231Q: 25 clusters Score -1.160696e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185594 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30411 members 
Mstep: Class 10 contains 22586 members 
Mstep: Class 11 contains 10635 members 
Mstep: Class 12 contains 6914 members 
Mstep: Class 13 contains 15384 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52599 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26019 members 
Mstep: Class 18 contains 169332 members 
Mstep: Class 19 contains 202656 members 
Mstep: Class 20 contains 39837 members 
Mstep: Class 21 contains 20615 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069504.000000 Penalty: 81763.039062
Iteration 232Q: 25 clusters Score -1.160695e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185581 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 30110 members 
Mstep: Class 10 contains 22102 members 
Mstep: Class 11 contains 10650 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52608 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26101 members 
Mstep: Class 18 contains 169376 members 
Mstep: Class 19 contains 203124 members 
Mstep: Class 20 contains 39843 members 
Mstep: Class 21 contains 20628 members 
Mstep: Class 22 contains 10241 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069256.000000 Penalty: 81763.039062
Iteration 233Q: 25 clusters Score -1.160693e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29839 members 
Mstep: Class 10 contains 21650 members 
Mstep: Class 11 contains 10665 members 
Mstep: Class 12 contains 6960 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52620 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 169431 members 
Mstep: Class 19 contains 203562 members 
Mstep: Class 20 contains 39843 members 
Mstep: Class 21 contains 20636 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068944.000000 Penalty: 81763.039062
Iteration 234Q: 25 clusters Score -1.160689e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185493 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29587 members 
Mstep: Class 10 contains 21190 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52632 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26257 members 
Mstep: Class 18 contains 169494 members 
Mstep: Class 19 contains 203994 members 
Mstep: Class 20 contains 39850 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 10250 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068728.000000 Penalty: 81763.039062
Iteration 235Q: 25 clusters Score -1.160687e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185459 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29354 members 
Mstep: Class 10 contains 20773 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52637 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26333 members 
Mstep: Class 18 contains 169538 members 
Mstep: Class 19 contains 204409 members 
Mstep: Class 20 contains 39844 members 
Mstep: Class 21 contains 20658 members 
Mstep: Class 22 contains 10255 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068512.000000 Penalty: 81763.039062
Iteration 236Q: 25 clusters Score -1.160685e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 185421 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 29078 members 
Mstep: Class 10 contains 20397 members 
Mstep: Class 11 contains 10685 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52649 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26411 members 
Mstep: Class 18 contains 169579 members 
Mstep: Class 19 contains 204814 members 
Mstep: Class 20 contains 39847 members 
Mstep: Class 21 contains 20657 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068384.000000 Penalty: 81763.039062
Iteration 237Q: 25 clusters Score -1.160684e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 185377 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28820 members 
Mstep: Class 10 contains 20039 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52658 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26491 members 
Mstep: Class 18 contains 169620 members 
Mstep: Class 19 contains 205186 members 
Mstep: Class 20 contains 39836 members 
Mstep: Class 21 contains 20662 members 
Mstep: Class 22 contains 10267 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068136.000000 Penalty: 81763.039062
Iteration 238Q: 25 clusters Score -1.160681e+08 nChanged 1053
Entering ConstructFrom: 
Score: -116068136.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (118229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118229 members 
Entering Unmasked Estep 
Score: -15132072.000000 Penalty: 2896.733887
	Iteration 0F: 2 clusters Score -1.513207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -15053099.000000 Penalty: 5793.467773
	Iteration 0F: 3 clusters Score -1.50531e+07 nChanged 56162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -15085569.000000 Penalty: 5793.467773
	Iteration 1F: 3 clusters Score -1.508557e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -15086648.000000 Penalty: 5793.467773
	Iteration 2Q: 3 clusters Score -1.508665e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -15088001.000000 Penalty: 5793.467773
	Iteration 3Q: 3 clusters Score -1.5088e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -15089737.000000 Penalty: 5793.467773
	Iteration 4Q: 3 clusters Score -1.508974e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -15092558.000000 Penalty: 5793.467773
	Iteration 5Q: 3 clusters Score -1.509256e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -15096438.000000 Penalty: 5793.467773
	Iteration 6F: 3 clusters Score -1.509644e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -15101584.000000 Penalty: 5793.467773
	Iteration 7F: 3 clusters Score -1.510158e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -15106895.000000 Penalty: 5793.467773
	Iteration 8F: 3 clusters Score -1.51069e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -15110304.000000 Penalty: 5793.467773
	Iteration 9F: 3 clusters Score -1.51103e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -15111547.000000 Penalty: 5793.467773
	Iteration 10Q: 3 clusters Score -1.511155e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -15111932.000000 Penalty: 5793.467773
	Iteration 11Q: 3 clusters Score -1.511193e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -15112229.000000 Penalty: 5793.467773
	Iteration 12Q: 3 clusters Score -1.511223e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -15112358.000000 Penalty: 5793.467773
	Iteration 13Q: 3 clusters Score -1.511236e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -15112489.000000 Penalty: 5793.467773
	Iteration 14Q: 3 clusters Score -1.511249e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -15112646.000000 Penalty: 5793.467773
	Iteration 15Q: 3 clusters Score -1.511265e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -15112841.000000 Penalty: 5793.467773
	Iteration 16Q: 3 clusters Score -1.511284e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -15113094.000000 Penalty: 5793.467773
	Iteration 17Q: 3 clusters Score -1.511309e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -15113362.000000 Penalty: 5793.467773
	Iteration 18Q: 3 clusters Score -1.511336e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -15113689.000000 Penalty: 5793.467773
	Iteration 19Q: 3 clusters Score -1.511369e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -15113959.000000 Penalty: 5793.467773
	Iteration 20F: 3 clusters Score -1.511396e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -15114288.000000 Penalty: 5793.467773
	Iteration 21Q: 3 clusters Score -1.511429e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -15114703.000000 Penalty: 5793.467773
	Iteration 22Q: 3 clusters Score -1.51147e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -15115166.000000 Penalty: 5793.467773
	Iteration 23Q: 3 clusters Score -1.511517e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -15115671.000000 Penalty: 5793.467773
	Iteration 24Q: 3 clusters Score -1.511567e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -15116317.000000 Penalty: 5793.467773
	Iteration 25Q: 3 clusters Score -1.511632e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -15116952.000000 Penalty: 5793.467773
	Iteration 26Q: 3 clusters Score -1.511695e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -15117805.000000 Penalty: 5793.467773
	Iteration 27Q: 3 clusters Score -1.51178e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -15118728.000000 Penalty: 5793.467773
	Iteration 28Q: 3 clusters Score -1.511873e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -15119780.000000 Penalty: 5793.467773
	Iteration 29Q: 3 clusters Score -1.511978e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -15120875.000000 Penalty: 5793.467773
	Iteration 30Q: 3 clusters Score -1.512088e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -15121742.000000 Penalty: 5793.467773
	Iteration 31Q: 3 clusters Score -1.512174e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -15122691.000000 Penalty: 5793.467773
	Iteration 32Q: 3 clusters Score -1.512269e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -15123616.000000 Penalty: 5793.467773
	Iteration 33Q: 3 clusters Score -1.512362e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -15124532.000000 Penalty: 5793.467773
	Iteration 34Q: 3 clusters Score -1.512453e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -15125344.000000 Penalty: 5793.467773
	Iteration 35Q: 3 clusters Score -1.512534e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -15126088.000000 Penalty: 5793.467773
	Iteration 36Q: 3 clusters Score -1.512609e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -15126616.000000 Penalty: 5793.467773
	Iteration 37Q: 3 clusters Score -1.512662e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -15127202.000000 Penalty: 5793.467773
	Iteration 38Q: 3 clusters Score -1.51272e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -15127588.000000 Penalty: 5793.467773
	Iteration 39Q: 3 clusters Score -1.512759e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -15128035.000000 Penalty: 5793.467773
	Iteration 40F: 3 clusters Score -1.512804e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -15128362.000000 Penalty: 5793.467773
	Iteration 41Q: 3 clusters Score -1.512836e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -15128666.000000 Penalty: 5793.467773
	Iteration 42Q: 3 clusters Score -1.512867e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -15128903.000000 Penalty: 5793.467773
	Iteration 43Q: 3 clusters Score -1.51289e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15129110.000000 Penalty: 5793.467773
	Iteration 44Q: 3 clusters Score -1.512911e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15129210.000000 Penalty: 5793.467773
	Iteration 45Q: 3 clusters Score -1.512921e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15129356.000000 Penalty: 5793.467773
	Iteration 46Q: 3 clusters Score -1.512936e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15129429.000000 Penalty: 5793.467773
	Iteration 47Q: 3 clusters Score -1.512943e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15129472.000000 Penalty: 5793.467773
	Iteration 48Q: 3 clusters Score -1.512947e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15129528.000000 Penalty: 5793.467773
	Iteration 49Q: 3 clusters Score -1.512953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116665 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15129584.000000 Penalty: 5793.467773
	Iteration 50Q: 3 clusters Score -1.512958e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15129596.000000 Penalty: 5793.467773
	Iteration 51Q: 3 clusters Score -1.51296e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116782 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15129626.000000 Penalty: 5793.467773
	Iteration 52Q: 3 clusters Score -1.512963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15129639.000000 Penalty: 5793.467773
	Iteration 53Q: 3 clusters Score -1.512964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15129666.000000 Penalty: 5793.467773
	Iteration 54Q: 3 clusters Score -1.512967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15129668.000000 Penalty: 5793.467773
	Iteration 55Q: 3 clusters Score -1.512967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15129678.000000 Penalty: 5793.467773
	Iteration 56Q: 3 clusters Score -1.512968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15129696.000000 Penalty: 5793.467773
	Iteration 57Q: 3 clusters Score -1.51297e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15129713.000000 Penalty: 5793.467773
	Iteration 58Q: 3 clusters Score -1.512971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15129728.000000 Penalty: 5793.467773
	Iteration 59Q: 3 clusters Score -1.512973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15129753.000000 Penalty: 5793.467773
	Iteration 60F: 3 clusters Score -1.512975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15129720.000000 Penalty: 5793.467773
	Iteration 61Q: 3 clusters Score -1.512972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15129711.000000 Penalty: 5793.467773
	Iteration 62Q: 3 clusters Score -1.512971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15129727.000000 Penalty: 5793.467773
	Iteration 63Q: 3 clusters Score -1.512973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15129715.000000 Penalty: 5793.467773
	Iteration 64Q: 3 clusters Score -1.512972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15129726.000000 Penalty: 5793.467773
	Iteration 65Q: 3 clusters Score -1.512973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15129734.000000 Penalty: 5793.467773
	Iteration 66Q: 3 clusters Score -1.512973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15129733.000000 Penalty: 5793.467773
	Iteration 67Q: 3 clusters Score -1.512973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15129736.000000 Penalty: 5793.467773
	Iteration 68Q: 3 clusters Score -1.512974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15129727.000000 Penalty: 5793.467773
	Iteration 69Q: 3 clusters Score -1.512973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15129720.000000 Penalty: 5793.467773
	Iteration 70Q: 3 clusters Score -1.512972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15129721.000000 Penalty: 5793.467773
	Iteration 71Q: 3 clusters Score -1.512972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117071 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15129736.000000 Penalty: 5793.467773
	Iteration 72Q: 3 clusters Score -1.512974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15129736.000000 Penalty: 5793.467773
	Iteration 73Q: 3 clusters Score -1.512974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15129746.000000 Penalty: 5793.467773
	Iteration 74Q: 3 clusters Score -1.512975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15129740.000000 Penalty: 5793.467773
	Iteration 75Q: 3 clusters Score -1.512974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15129751.000000 Penalty: 5793.467773
	Iteration 76Q: 3 clusters Score -1.512975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15129753.000000 Penalty: 5793.467773
	Iteration 77Q: 3 clusters Score -1.512975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15129762.000000 Penalty: 5793.467773
	Iteration 78Q: 3 clusters Score -1.512976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15129762.000000 Penalty: 5793.467773
	Iteration 79Q: 3 clusters Score -1.512976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15129772.000000 Penalty: 5793.467773
	Iteration 80F: 3 clusters Score -1.512977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15129772.000000 Penalty: 5793.467773
	Iteration 81Q: 3 clusters Score -1.512977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15129773.000000 Penalty: 5793.467773
	Iteration 82Q: 3 clusters Score -1.512977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15129774.000000 Penalty: 5793.467773
	Iteration 83Q: 3 clusters Score -1.512977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15129767.000000 Penalty: 5793.467773
	Iteration 84Q: 3 clusters Score -1.512977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15129775.000000 Penalty: 5793.467773
	Iteration 85Q: 3 clusters Score -1.512978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15129778.000000 Penalty: 5793.467773
	Iteration 86Q: 3 clusters Score -1.512978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15129778.000000 Penalty: 5793.467773
	Iteration 87F: 3 clusters Score -1.512978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -389019.625000 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -389019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -385705.250000 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -385705.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -386365.750000 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -386365.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -386528.250000 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -386528.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -386624.125000 Penalty: 3982.760254
	Iteration 3Q: 3 clusters Score -386624.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -386674.656250 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -386674.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -386712.468750 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -386712.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -386736.375000 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -386736.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -386753.750000 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -386753.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -386764.500000 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -386764.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -386774.406250 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -386774.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -386783.875000 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -386783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -386793.968750 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -386794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -386805.531250 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -386805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386813.031250 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -386813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -386822.468750 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -386822.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -386830.000000 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -386830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -386833.312500 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -386833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -386835.968750 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -386836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -386839.781250 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -386839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -386842.343750 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -386842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -386844.531250 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -386844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -386849.781250 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -386849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -386853.312500 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -386853.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -386861.625000 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -386861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -386869.937500 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -386869.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -386873.781250 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -386873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -386877.812500 Penalty: 3982.760254
	Iteration 26Q: 3 clusters Score -386877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -386879.906250 Penalty: 3982.760254
	Iteration 27Q: 3 clusters Score -386879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -386883.781250 Penalty: 3982.760254
	Iteration 28Q: 3 clusters Score -386883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -386891.000000 Penalty: 3982.760254
	Iteration 29Q: 3 clusters Score -386891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -386899.437500 Penalty: 3982.760254
	Iteration 30Q: 3 clusters Score -386899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -386906.593750 Penalty: 3982.760254
	Iteration 31Q: 3 clusters Score -386906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -386910.468750 Penalty: 3982.760254
	Iteration 32Q: 3 clusters Score -386910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -386913.812500 Penalty: 3982.760254
	Iteration 33Q: 3 clusters Score -386913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -386917.406250 Penalty: 3982.760254
	Iteration 34Q: 3 clusters Score -386917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -386922.125000 Penalty: 3982.760254
	Iteration 35Q: 3 clusters Score -386922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -386928.531250 Penalty: 3982.760254
	Iteration 36Q: 3 clusters Score -386928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -386933.843750 Penalty: 3982.760254
	Iteration 37Q: 3 clusters Score -386933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -386938.687500 Penalty: 3982.760254
	Iteration 38Q: 3 clusters Score -386938.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -386943.218750 Penalty: 3982.760254
	Iteration 39Q: 3 clusters Score -386943.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -386948.437500 Penalty: 3982.760254
	Iteration 40F: 3 clusters Score -386948.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -386953.156250 Penalty: 3982.760254
	Iteration 41Q: 3 clusters Score -386953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -386960.031250 Penalty: 3982.760254
	Iteration 42Q: 3 clusters Score -386960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -386966.625000 Penalty: 3982.760254
	Iteration 43Q: 3 clusters Score -386966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -386975.218750 Penalty: 3982.760254
	Iteration 44Q: 3 clusters Score -386975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -386981.968750 Penalty: 3982.760254
	Iteration 45Q: 3 clusters Score -386982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -386988.718750 Penalty: 3982.760254
	Iteration 46Q: 3 clusters Score -386988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -386997.375000 Penalty: 3982.760254
	Iteration 47Q: 3 clusters Score -386997.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -387003.906250 Penalty: 3982.760254
	Iteration 48Q: 3 clusters Score -387003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -387013.312500 Penalty: 3982.760254
	Iteration 49Q: 3 clusters Score -387013.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -387025.281250 Penalty: 3982.760254
	Iteration 50Q: 3 clusters Score -387025.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387043.343750 Penalty: 3982.760254
	Iteration 51Q: 3 clusters Score -387043.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -387058.687500 Penalty: 3982.760254
	Iteration 52Q: 3 clusters Score -387058.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -387080.750000 Penalty: 3982.760254
	Iteration 53Q: 3 clusters Score -387080.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -387104.375000 Penalty: 3982.760254
	Iteration 54Q: 3 clusters Score -387104.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -387136.656250 Penalty: 3982.760254
	Iteration 55Q: 3 clusters Score -387136.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -387171.187500 Penalty: 3982.760254
	Iteration 56Q: 3 clusters Score -387171.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -387195.500000 Penalty: 3982.760254
	Iteration 57Q: 3 clusters Score -387195.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -387222.156250 Penalty: 3982.760254
	Iteration 58Q: 3 clusters Score -387222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -387251.218750 Penalty: 3982.760254
	Iteration 59Q: 3 clusters Score -387251.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -387274.437500 Penalty: 3982.760254
	Iteration 60F: 3 clusters Score -387274.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -387296.843750 Penalty: 3982.760254
	Iteration 61Q: 3 clusters Score -387296.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -387323.312500 Penalty: 3982.760254
	Iteration 62Q: 3 clusters Score -387323.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -387345.781250 Penalty: 3982.760254
	Iteration 63Q: 3 clusters Score -387345.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -387377.031250 Penalty: 3982.760254
	Iteration 64Q: 3 clusters Score -387377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -387397.312500 Penalty: 3982.760254
	Iteration 65Q: 3 clusters Score -387397.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -387420.500000 Penalty: 3982.760254
	Iteration 66Q: 3 clusters Score -387420.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -387441.156250 Penalty: 3982.760254
	Iteration 67Q: 3 clusters Score -387441.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -387458.531250 Penalty: 3982.760254
	Iteration 68Q: 3 clusters Score -387458.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -387470.656250 Penalty: 3982.760254
	Iteration 69Q: 3 clusters Score -387470.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -387480.312500 Penalty: 3982.760254
	Iteration 70Q: 3 clusters Score -387480.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -387491.781250 Penalty: 3982.760254
	Iteration 71Q: 3 clusters Score -387491.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -387502.625000 Penalty: 3982.760254
	Iteration 72Q: 3 clusters Score -387502.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -387511.562500 Penalty: 3982.760254
	Iteration 73Q: 3 clusters Score -387511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -387517.218750 Penalty: 3982.760254
	Iteration 74Q: 3 clusters Score -387517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -387525.406250 Penalty: 3982.760254
	Iteration 75Q: 3 clusters Score -387525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -387533.343750 Penalty: 3982.760254
	Iteration 76Q: 3 clusters Score -387533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -387536.312500 Penalty: 3982.760254
	Iteration 77Q: 3 clusters Score -387536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -387539.000000 Penalty: 3982.760254
	Iteration 78Q: 3 clusters Score -387539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -387539.906250 Penalty: 3982.760254
	Iteration 79Q: 3 clusters Score -387539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -387542.000000 Penalty: 3982.760254
	Iteration 80F: 3 clusters Score -387542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -387544.750000 Penalty: 3982.760254
	Iteration 81Q: 3 clusters Score -387544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -387547.406250 Penalty: 3982.760254
	Iteration 82Q: 3 clusters Score -387547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -387552.875000 Penalty: 3982.760254
	Iteration 83Q: 3 clusters Score -387552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -387558.093750 Penalty: 3982.760254
	Iteration 84Q: 3 clusters Score -387558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -387563.937500 Penalty: 3982.760254
	Iteration 85Q: 3 clusters Score -387563.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -387570.187500 Penalty: 3982.760254
	Iteration 86Q: 3 clusters Score -387570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -387574.031250 Penalty: 3982.760254
	Iteration 87Q: 3 clusters Score -387574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -387579.718750 Penalty: 3982.760254
	Iteration 88Q: 3 clusters Score -387579.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -387587.687500 Penalty: 3982.760254
	Iteration 89Q: 3 clusters Score -387587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -387592.281250 Penalty: 3982.760254
	Iteration 90Q: 3 clusters Score -387592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -387597.812500 Penalty: 3982.760254
	Iteration 91Q: 3 clusters Score -387597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -387601.718750 Penalty: 3982.760254
	Iteration 92Q: 3 clusters Score -387601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -387602.812500 Penalty: 3982.760254
	Iteration 93Q: 3 clusters Score -387602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -387604.062500 Penalty: 3982.760254
	Iteration 94Q: 3 clusters Score -387604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -387605.687500 Penalty: 3982.760254
	Iteration 95Q: 3 clusters Score -387605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -387606.843750 Penalty: 3982.760254
	Iteration 96Q: 3 clusters Score -387606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -387606.875000 Penalty: 3982.760254
	Iteration 97Q: 3 clusters Score -387606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -387606.875000 Penalty: 3982.760254
	Iteration 98F: 3 clusters Score -387606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126788.281250 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126788.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127383.226562 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127383.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127655.632812 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127655.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127862.773438 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -127862.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128065.226562 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -128065.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -128152.648438 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -128152.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128217.960938 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -128218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128263.796875 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -128263.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -128296.890625 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -128296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -128338.101562 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -128338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -128369.812500 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -128369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -128391.601562 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -128391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128404.250000 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -128404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -128418.750000 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -128418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -128428.492188 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -128428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -128432.296875 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -128432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -128442.703125 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -128442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -128466.445312 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -128466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -128483.421875 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -128483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -128485.281250 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -128485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -128485.281250 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -128485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -294274.812500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -294274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291406.437500 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -291406.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291959.937500 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -291959.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -292084.031250 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -292084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292161.812500 Penalty: 3870.301270
	Iteration 3Q: 3 clusters Score -292161.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -292215.062500 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -292215.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -292268.125000 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -292268.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -292318.625000 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -292318.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -292376.031250 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -292376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -292429.812500 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -292429.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -292478.062500 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -292478.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -292531.593750 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -292531.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -292597.718750 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -292597.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -292660.000000 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -292660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -292725.937500 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -292725.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -292794.531250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -292794.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -292843.343750 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -292843.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -292892.156250 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -292892.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292932.812500 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -292932.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -292966.031250 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -292966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -292991.000000 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -292991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -293008.218750 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -293008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -293026.593750 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -293026.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -293039.750000 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -293039.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -293050.531250 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -293050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -293057.781250 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -293057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -293063.125000 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -293063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -293068.343750 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -293068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -293071.218750 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -293071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293077.875000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -293077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -293082.343750 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -293082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -293087.906250 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -293087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -293090.250000 Penalty: 3870.301270
	Iteration 31Q: 3 clusters Score -293090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -293094.625000 Penalty: 3870.301270
	Iteration 32Q: 3 clusters Score -293094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -293095.812500 Penalty: 3870.301270
	Iteration 33Q: 3 clusters Score -293095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -293097.125000 Penalty: 3870.301270
	Iteration 34Q: 3 clusters Score -293097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -293097.125000 Penalty: 3870.301270
	Iteration 35F: 3 clusters Score -293097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Entering Unmasked Estep 
Score: -23635632.000000 Penalty: 3008.205566
	Iteration 0F: 2 clusters Score -2.363563e+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 92785 members 
Entering Unmasked Estep 
Score: -23513194.000000 Penalty: 6016.411133
	Iteration 0F: 3 clusters Score -2.351319e+07 nChanged 89207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -23566148.000000 Penalty: 6016.411133
	Iteration 1F: 3 clusters Score -2.356615e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -23568726.000000 Penalty: 6016.411133
	Iteration 2Q: 3 clusters Score -2.356873e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -23572688.000000 Penalty: 6016.411133
	Iteration 3Q: 3 clusters Score -2.357269e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -23579686.000000 Penalty: 6016.411133
	Iteration 4F: 3 clusters Score -2.357969e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -23590010.000000 Penalty: 6016.411133
	Iteration 5F: 3 clusters Score -2.359001e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 124535 members 
Entering Unmasked Estep 
Score: -23604014.000000 Penalty: 6016.411133
	Iteration 6F: 3 clusters Score -2.360401e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 131290 members 
Entering Unmasked Estep 
Score: -23618296.000000 Penalty: 6016.411133
	Iteration 7F: 3 clusters Score -2.36183e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 134690 members 
Entering Unmasked Estep 
Score: -23624194.000000 Penalty: 6016.411133
	Iteration 8Q: 3 clusters Score -2.362419e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -23625732.000000 Penalty: 6016.411133
	Iteration 9Q: 3 clusters Score -2.362573e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -23626506.000000 Penalty: 6016.411133
	Iteration 10Q: 3 clusters Score -2.362651e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -23627228.000000 Penalty: 6016.411133
	Iteration 11Q: 3 clusters Score -2.362723e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -23627896.000000 Penalty: 6016.411133
	Iteration 12Q: 3 clusters Score -2.36279e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -23628462.000000 Penalty: 6016.411133
	Iteration 13Q: 3 clusters Score -2.362846e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -23628958.000000 Penalty: 6016.411133
	Iteration 14Q: 3 clusters Score -2.362896e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 146949 members 
Entering Unmasked Estep 
Score: -23629288.000000 Penalty: 6016.411133
	Iteration 15Q: 3 clusters Score -2.362929e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -23629774.000000 Penalty: 6016.411133
	Iteration 16Q: 3 clusters Score -2.362977e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 149788 members 
Entering Unmasked Estep 
Score: -23630092.000000 Penalty: 6016.411133
	Iteration 17Q: 3 clusters Score -2.363009e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 151121 members 
Entering Unmasked Estep 
Score: -23630460.000000 Penalty: 6016.411133
	Iteration 18Q: 3 clusters Score -2.363046e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -23630770.000000 Penalty: 6016.411133
	Iteration 19Q: 3 clusters Score -2.363077e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 153577 members 
Entering Unmasked Estep 
Score: -23631224.000000 Penalty: 6016.411133
	Iteration 20F: 3 clusters Score -2.363122e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -23631510.000000 Penalty: 6016.411133
	Iteration 21Q: 3 clusters Score -2.363151e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -23631784.000000 Penalty: 6016.411133
	Iteration 22Q: 3 clusters Score -2.363178e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -23631956.000000 Penalty: 6016.411133
	Iteration 23Q: 3 clusters Score -2.363196e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -23632322.000000 Penalty: 6016.411133
	Iteration 24Q: 3 clusters Score -2.363232e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 160110 members 
Entering Unmasked Estep 
Score: -23632696.000000 Penalty: 6016.411133
	Iteration 25Q: 3 clusters Score -2.36327e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 161412 members 
Entering Unmasked Estep 
Score: -23632916.000000 Penalty: 6016.411133
	Iteration 26Q: 3 clusters Score -2.363292e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -23633122.000000 Penalty: 6016.411133
	Iteration 27Q: 3 clusters Score -2.363312e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -23633294.000000 Penalty: 6016.411133
	Iteration 28Q: 3 clusters Score -2.363329e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 165043 members 
Entering Unmasked Estep 
Score: -23633294.000000 Penalty: 6016.411133
	Iteration 29Q: 3 clusters Score -2.363329e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -23633374.000000 Penalty: 6016.411133
	Iteration 30Q: 3 clusters Score -2.363337e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -23633530.000000 Penalty: 6016.411133
	Iteration 31Q: 3 clusters Score -2.363353e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 168143 members 
Entering Unmasked Estep 
Score: -23633578.000000 Penalty: 6016.411133
	Iteration 32Q: 3 clusters Score -2.363358e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -23633688.000000 Penalty: 6016.411133
	Iteration 33Q: 3 clusters Score -2.363369e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -23633868.000000 Penalty: 6016.411133
	Iteration 34Q: 3 clusters Score -2.363387e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -23633874.000000 Penalty: 6016.411133
	Iteration 35Q: 3 clusters Score -2.363387e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -23633924.000000 Penalty: 6016.411133
	Iteration 36Q: 3 clusters Score -2.363392e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -23633986.000000 Penalty: 6016.411133
	Iteration 37Q: 3 clusters Score -2.363399e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -23633922.000000 Penalty: 6016.411133
	Iteration 38Q: 3 clusters Score -2.363392e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -23633948.000000 Penalty: 6016.411133
	Iteration 39Q: 3 clusters Score -2.363395e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -23633974.000000 Penalty: 6016.411133
	Iteration 40F: 3 clusters Score -2.363397e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 174420 members 
Entering Unmasked Estep 
Score: -23633996.000000 Penalty: 6016.411133
	Iteration 41Q: 3 clusters Score -2.3634e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -23634080.000000 Penalty: 6016.411133
	Iteration 42Q: 3 clusters Score -2.363408e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 175396 members 
Entering Unmasked Estep 
Score: -23634042.000000 Penalty: 6016.411133
	Iteration 43Q: 3 clusters Score -2.363404e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -23634056.000000 Penalty: 6016.411133
	Iteration 44Q: 3 clusters Score -2.363406e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -23634124.000000 Penalty: 6016.411133
	Iteration 45Q: 3 clusters Score -2.363412e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -23634140.000000 Penalty: 6016.411133
	Iteration 46Q: 3 clusters Score -2.363414e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -23634156.000000 Penalty: 6016.411133
	Iteration 47Q: 3 clusters Score -2.363416e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -23634108.000000 Penalty: 6016.411133
	Iteration 48Q: 3 clusters Score -2.363411e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -23634092.000000 Penalty: 6016.411133
	Iteration 49Q: 3 clusters Score -2.363409e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -23634102.000000 Penalty: 6016.411133
	Iteration 50Q: 3 clusters Score -2.36341e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 177968 members 
Entering Unmasked Estep 
Score: -23634132.000000 Penalty: 6016.411133
	Iteration 51Q: 3 clusters Score -2.363413e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 178194 members 
Entering Unmasked Estep 
Score: -23634124.000000 Penalty: 6016.411133
	Iteration 52Q: 3 clusters Score -2.363412e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 178428 members 
Entering Unmasked Estep 
Score: -23634180.000000 Penalty: 6016.411133
	Iteration 53Q: 3 clusters Score -2.363418e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -23634228.000000 Penalty: 6016.411133
	Iteration 54Q: 3 clusters Score -2.363423e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -23634228.000000 Penalty: 6016.411133
	Iteration 55Q: 3 clusters Score -2.363423e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -23634230.000000 Penalty: 6016.411133
	Iteration 56Q: 3 clusters Score -2.363423e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -23634226.000000 Penalty: 6016.411133
	Iteration 57Q: 3 clusters Score -2.363423e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -23634226.000000 Penalty: 6016.411133
	Iteration 58Q: 3 clusters Score -2.363423e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -23634224.000000 Penalty: 6016.411133
	Iteration 59Q: 3 clusters Score -2.363422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 179627 members 
Entering Unmasked Estep 
Score: -23634262.000000 Penalty: 6016.411133
	Iteration 60F: 3 clusters Score -2.363426e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -23634268.000000 Penalty: 6016.411133
	Iteration 61Q: 3 clusters Score -2.363427e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -23634202.000000 Penalty: 6016.411133
	Iteration 62Q: 3 clusters Score -2.36342e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 180012 members 
Entering Unmasked Estep 
Score: -23634178.000000 Penalty: 6016.411133
	Iteration 63Q: 3 clusters Score -2.363418e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -23634218.000000 Penalty: 6016.411133
	Iteration 64Q: 3 clusters Score -2.363422e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 180219 members 
Entering Unmasked Estep 
Score: -23634160.000000 Penalty: 6016.411133
	Iteration 65Q: 3 clusters Score -2.363416e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -23634104.000000 Penalty: 6016.411133
	Iteration 66Q: 3 clusters Score -2.36341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 180406 members 
Entering Unmasked Estep 
Score: -23634070.000000 Penalty: 6016.411133
	Iteration 67Q: 3 clusters Score -2.363407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 180469 members 
Entering Unmasked Estep 
Score: -23634070.000000 Penalty: 6016.411133
	Iteration 68Q: 3 clusters Score -2.363407e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -23634076.000000 Penalty: 6016.411133
	Iteration 69Q: 3 clusters Score -2.363408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 180597 members 
Entering Unmasked Estep 
Score: -23634080.000000 Penalty: 6016.411133
	Iteration 70Q: 3 clusters Score -2.363408e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 180648 members 
Entering Unmasked Estep 
Score: -23634056.000000 Penalty: 6016.411133
	Iteration 71Q: 3 clusters Score -2.363406e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 180701 members 
Entering Unmasked Estep 
Score: -23634090.000000 Penalty: 6016.411133
	Iteration 72Q: 3 clusters Score -2.363409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -23634072.000000 Penalty: 6016.411133
	Iteration 73Q: 3 clusters Score -2.363407e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 180820 members 
Entering Unmasked Estep 
Score: -23634094.000000 Penalty: 6016.411133
	Iteration 74Q: 3 clusters Score -2.363409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 180875 members 
Entering Unmasked Estep 
Score: -23634090.000000 Penalty: 6016.411133
	Iteration 75Q: 3 clusters Score -2.363409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -23634100.000000 Penalty: 6016.411133
	Iteration 76Q: 3 clusters Score -2.36341e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -23634066.000000 Penalty: 6016.411133
	Iteration 77Q: 3 clusters Score -2.363407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -23634072.000000 Penalty: 6016.411133
	Iteration 78Q: 3 clusters Score -2.363407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 181073 members 
Entering Unmasked Estep 
Score: -23634042.000000 Penalty: 6016.411133
	Iteration 79Q: 3 clusters Score -2.363404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 181117 members 
Entering Unmasked Estep 
Score: -23634026.000000 Penalty: 6016.411133
	Iteration 80F: 3 clusters Score -2.363403e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -23634018.000000 Penalty: 6016.411133
	Iteration 81Q: 3 clusters Score -2.363402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 181238 members 
Entering Unmasked Estep 
Score: -23634010.000000 Penalty: 6016.411133
	Iteration 82Q: 3 clusters Score -2.363401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 181296 members 
Entering Unmasked Estep 
Score: -23634048.000000 Penalty: 6016.411133
	Iteration 83Q: 3 clusters Score -2.363405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 181356 members 
Entering Unmasked Estep 
Score: -23634002.000000 Penalty: 6016.411133
	Iteration 84Q: 3 clusters Score -2.3634e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 181428 members 
Entering Unmasked Estep 
Score: -23633990.000000 Penalty: 6016.411133
	Iteration 85Q: 3 clusters Score -2.363399e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 181488 members 
Entering Unmasked Estep 
Score: -23633962.000000 Penalty: 6016.411133
	Iteration 86Q: 3 clusters Score -2.363396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 181544 members 
Entering Unmasked Estep 
Score: -23633972.000000 Penalty: 6016.411133
	Iteration 87Q: 3 clusters Score -2.363397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 181592 members 
Entering Unmasked Estep 
Score: -23633980.000000 Penalty: 6016.411133
	Iteration 88Q: 3 clusters Score -2.363398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 181637 members 
Entering Unmasked Estep 
Score: -23633978.000000 Penalty: 6016.411133
	Iteration 89Q: 3 clusters Score -2.363398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -23633990.000000 Penalty: 6016.411133
	Iteration 90Q: 3 clusters Score -2.363399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 181737 members 
Entering Unmasked Estep 
Score: -23633992.000000 Penalty: 6016.411133
	Iteration 91Q: 3 clusters Score -2.363399e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -23633974.000000 Penalty: 6016.411133
	Iteration 92Q: 3 clusters Score -2.363397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 181824 members 
Entering Unmasked Estep 
Score: -23633944.000000 Penalty: 6016.411133
	Iteration 93Q: 3 clusters Score -2.363394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -23633984.000000 Penalty: 6016.411133
	Iteration 94Q: 3 clusters Score -2.363398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 181889 members 
Entering Unmasked Estep 
Score: -23633960.000000 Penalty: 6016.411133
	Iteration 95Q: 3 clusters Score -2.363396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 181931 members 
Entering Unmasked Estep 
Score: -23633950.000000 Penalty: 6016.411133
	Iteration 96Q: 3 clusters Score -2.363395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 181973 members 
Entering Unmasked Estep 
Score: -23633942.000000 Penalty: 6016.411133
	Iteration 97Q: 3 clusters Score -2.363394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 182012 members 
Entering Unmasked Estep 
Score: -23633948.000000 Penalty: 6016.411133
	Iteration 98Q: 3 clusters Score -2.363395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 182045 members 
Entering Unmasked Estep 
Score: -23633914.000000 Penalty: 6016.411133
	Iteration 99Q: 3 clusters Score -2.363391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 182083 members 
Entering Unmasked Estep 
Score: -23633942.000000 Penalty: 6016.411133
	Iteration 100F: 3 clusters Score -2.363394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 182119 members 
Entering Unmasked Estep 
Score: -23633914.000000 Penalty: 6016.411133
	Iteration 101Q: 3 clusters Score -2.363391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 182149 members 
Entering Unmasked Estep 
Score: -23633900.000000 Penalty: 6016.411133
	Iteration 102Q: 3 clusters Score -2.36339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 182188 members 
Entering Unmasked Estep 
Score: -23633922.000000 Penalty: 6016.411133
	Iteration 103Q: 3 clusters Score -2.363392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 182235 members 
Entering Unmasked Estep 
Score: -23633916.000000 Penalty: 6016.411133
	Iteration 104Q: 3 clusters Score -2.363392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 182280 members 
Entering Unmasked Estep 
Score: -23633892.000000 Penalty: 6016.411133
	Iteration 105Q: 3 clusters Score -2.363389e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 182323 members 
Entering Unmasked Estep 
Score: -23633912.000000 Penalty: 6016.411133
	Iteration 106Q: 3 clusters Score -2.363391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -23633856.000000 Penalty: 6016.411133
	Iteration 107Q: 3 clusters Score -2.363386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 182417 members 
Entering Unmasked Estep 
Score: -23633862.000000 Penalty: 6016.411133
	Iteration 108Q: 3 clusters Score -2.363386e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 182452 members 
Entering Unmasked Estep 
Score: -23633866.000000 Penalty: 6016.411133
	Iteration 109Q: 3 clusters Score -2.363387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -23633852.000000 Penalty: 6016.411133
	Iteration 110Q: 3 clusters Score -2.363385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 182519 members 
Entering Unmasked Estep 
Score: -23633844.000000 Penalty: 6016.411133
	Iteration 111Q: 3 clusters Score -2.363384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 182548 members 
Entering Unmasked Estep 
Score: -23633860.000000 Penalty: 6016.411133
	Iteration 112Q: 3 clusters Score -2.363386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 182567 members 
Entering Unmasked Estep 
Score: -23633864.000000 Penalty: 6016.411133
	Iteration 113Q: 3 clusters Score -2.363386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 182588 members 
Entering Unmasked Estep 
Score: -23633868.000000 Penalty: 6016.411133
	Iteration 114Q: 3 clusters Score -2.363387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 182605 members 
Entering Unmasked Estep 
Score: -23633844.000000 Penalty: 6016.411133
	Iteration 115Q: 3 clusters Score -2.363384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 182620 members 
Entering Unmasked Estep 
Score: -23633842.000000 Penalty: 6016.411133
	Iteration 116Q: 3 clusters Score -2.363384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 182631 members 
Entering Unmasked Estep 
Score: -23633830.000000 Penalty: 6016.411133
	Iteration 117Q: 3 clusters Score -2.363383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -23633824.000000 Penalty: 6016.411133
	Iteration 118Q: 3 clusters Score -2.363382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -23633820.000000 Penalty: 6016.411133
	Iteration 119Q: 3 clusters Score -2.363382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -23633826.000000 Penalty: 6016.411133
	Iteration 120F: 3 clusters Score -2.363383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 182670 members 
Entering Unmasked Estep 
Score: -23633844.000000 Penalty: 6016.411133
	Iteration 121Q: 3 clusters Score -2.363384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 182673 members 
Entering Unmasked Estep 
Score: -23633838.000000 Penalty: 6016.411133
	Iteration 122Q: 3 clusters Score -2.363384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -23633814.000000 Penalty: 6016.411133
	Iteration 123Q: 3 clusters Score -2.363381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 182685 members 
Entering Unmasked Estep 
Score: -23633818.000000 Penalty: 6016.411133
	Iteration 124Q: 3 clusters Score -2.363382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -23633830.000000 Penalty: 6016.411133
	Iteration 125Q: 3 clusters Score -2.363383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 182698 members 
Entering Unmasked Estep 
Score: -23633838.000000 Penalty: 6016.411133
	Iteration 126Q: 3 clusters Score -2.363384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 182707 members 
Entering Unmasked Estep 
Score: -23633822.000000 Penalty: 6016.411133
	Iteration 127Q: 3 clusters Score -2.363382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 182717 members 
Entering Unmasked Estep 
Score: -23633818.000000 Penalty: 6016.411133
	Iteration 128Q: 3 clusters Score -2.363382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 182729 members 
Entering Unmasked Estep 
Score: -23633820.000000 Penalty: 6016.411133
	Iteration 129Q: 3 clusters Score -2.363382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 182735 members 
Entering Unmasked Estep 
Score: -23633820.000000 Penalty: 6016.411133
	Iteration 130Q: 3 clusters Score -2.363382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -23633796.000000 Penalty: 6016.411133
	Iteration 131Q: 3 clusters Score -2.36338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 182750 members 
Entering Unmasked Estep 
Score: -23633806.000000 Penalty: 6016.411133
	Iteration 132Q: 3 clusters Score -2.363381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -23633810.000000 Penalty: 6016.411133
	Iteration 133Q: 3 clusters Score -2.363381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -23633796.000000 Penalty: 6016.411133
	Iteration 134Q: 3 clusters Score -2.36338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 182763 members 
Entering Unmasked Estep 
Score: -23633796.000000 Penalty: 6016.411133
	Iteration 135Q: 3 clusters Score -2.36338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 182767 members 
Entering Unmasked Estep 
Score: -23633800.000000 Penalty: 6016.411133
	Iteration 136Q: 3 clusters Score -2.36338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 182773 members 
Entering Unmasked Estep 
Score: -23633814.000000 Penalty: 6016.411133
	Iteration 137Q: 3 clusters Score -2.363381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -23633820.000000 Penalty: 6016.411133
	Iteration 138Q: 3 clusters Score -2.363382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -23633812.000000 Penalty: 6016.411133
	Iteration 139Q: 3 clusters Score -2.363381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -23633824.000000 Penalty: 6016.411133
	Iteration 140F: 3 clusters Score -2.363382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 182823 members 
Entering Unmasked Estep 
Score: -23633828.000000 Penalty: 6016.411133
	Iteration 141Q: 3 clusters Score -2.363383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 182840 members 
Entering Unmasked Estep 
Score: -23633840.000000 Penalty: 6016.411133
	Iteration 142Q: 3 clusters Score -2.363384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -23633826.000000 Penalty: 6016.411133
	Iteration 143Q: 3 clusters Score -2.363383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -23633826.000000 Penalty: 6016.411133
	Iteration 144Q: 3 clusters Score -2.363383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -23633818.000000 Penalty: 6016.411133
	Iteration 145Q: 3 clusters Score -2.363382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 182870 members 
Entering Unmasked Estep 
Score: -23633812.000000 Penalty: 6016.411133
	Iteration 146Q: 3 clusters Score -2.363381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 182870 members 
Entering Unmasked Estep 
Score: -23633812.000000 Penalty: 6016.411133
	Iteration 147F: 3 clusters Score -2.363381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -426472.625000 Penalty: 2023.808594
	Iteration 0F: 2 clusters Score -426472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -422885.250000 Penalty: 4047.617188
	Iteration 0F: 3 clusters Score -422885.2 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -423690.625000 Penalty: 4047.617188
	Iteration 1F: 3 clusters Score -423690.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -423896.593750 Penalty: 4047.617188
	Iteration 2F: 3 clusters Score -423896.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -424048.343750 Penalty: 4047.617188
	Iteration 3F: 3 clusters Score -424048.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -424172.968750 Penalty: 4047.617188
	Iteration 4Q: 3 clusters Score -424173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -424259.250000 Penalty: 4047.617188
	Iteration 5Q: 3 clusters Score -424259.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -424323.375000 Penalty: 4047.617188
	Iteration 6Q: 3 clusters Score -424323.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -424368.000000 Penalty: 4047.617188
	Iteration 7Q: 3 clusters Score -424368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -424400.187500 Penalty: 4047.617188
	Iteration 8Q: 3 clusters Score -424400.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -424428.468750 Penalty: 4047.617188
	Iteration 9Q: 3 clusters Score -424428.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -424456.437500 Penalty: 4047.617188
	Iteration 10Q: 3 clusters Score -424456.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -424484.437500 Penalty: 4047.617188
	Iteration 11Q: 3 clusters Score -424484.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -424516.343750 Penalty: 4047.617188
	Iteration 12Q: 3 clusters Score -424516.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -424547.406250 Penalty: 4047.617188
	Iteration 13Q: 3 clusters Score -424547.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -424574.406250 Penalty: 4047.617188
	Iteration 14Q: 3 clusters Score -424574.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -424598.875000 Penalty: 4047.617188
	Iteration 15Q: 3 clusters Score -424598.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424622.375000 Penalty: 4047.617188
	Iteration 16Q: 3 clusters Score -424622.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -424647.406250 Penalty: 4047.617188
	Iteration 17Q: 3 clusters Score -424647.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -424664.593750 Penalty: 4047.617188
	Iteration 18Q: 3 clusters Score -424664.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -424676.187500 Penalty: 4047.617188
	Iteration 19Q: 3 clusters Score -424676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -424688.500000 Penalty: 4047.617188
	Iteration 20F: 3 clusters Score -424688.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -424699.062500 Penalty: 4047.617188
	Iteration 21Q: 3 clusters Score -424699.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -424704.375000 Penalty: 4047.617188
	Iteration 22Q: 3 clusters Score -424704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -424709.812500 Penalty: 4047.617188
	Iteration 23Q: 3 clusters Score -424709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -424712.156250 Penalty: 4047.617188
	Iteration 24Q: 3 clusters Score -424712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -424715.843750 Penalty: 4047.617188
	Iteration 25Q: 3 clusters Score -424715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -424722.968750 Penalty: 4047.617188
	Iteration 26Q: 3 clusters Score -424723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -424731.500000 Penalty: 4047.617188
	Iteration 27Q: 3 clusters Score -424731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -424740.937500 Penalty: 4047.617188
	Iteration 28Q: 3 clusters Score -424740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -424746.906250 Penalty: 4047.617188
	Iteration 29Q: 3 clusters Score -424746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -424754.968750 Penalty: 4047.617188
	Iteration 30Q: 3 clusters Score -424755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -424760.187500 Penalty: 4047.617188
	Iteration 31Q: 3 clusters Score -424760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -424767.437500 Penalty: 4047.617188
	Iteration 32Q: 3 clusters Score -424767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -424773.531250 Penalty: 4047.617188
	Iteration 33Q: 3 clusters Score -424773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -424775.375000 Penalty: 4047.617188
	Iteration 34Q: 3 clusters Score -424775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -424779.781250 Penalty: 4047.617188
	Iteration 35Q: 3 clusters Score -424779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -424782.125000 Penalty: 4047.617188
	Iteration 36Q: 3 clusters Score -424782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -424787.062500 Penalty: 4047.617188
	Iteration 37Q: 3 clusters Score -424787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -424790.187500 Penalty: 4047.617188
	Iteration 38Q: 3 clusters Score -424790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -424792.656250 Penalty: 4047.617188
	Iteration 39Q: 3 clusters Score -424792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -424794.531250 Penalty: 4047.617188
	Iteration 40F: 3 clusters Score -424794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -424794.843750 Penalty: 4047.617188
	Iteration 41Q: 3 clusters Score -424794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -424795.687500 Penalty: 4047.617188
	Iteration 42Q: 3 clusters Score -424795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -424796.093750 Penalty: 4047.617188
	Iteration 43Q: 3 clusters Score -424796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -424798.031250 Penalty: 4047.617188
	Iteration 44Q: 3 clusters Score -424798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -424802.906250 Penalty: 4047.617188
	Iteration 45Q: 3 clusters Score -424802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -424803.968750 Penalty: 4047.617188
	Iteration 46Q: 3 clusters Score -424804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -424806.062500 Penalty: 4047.617188
	Iteration 47Q: 3 clusters Score -424806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -424807.125000 Penalty: 4047.617188
	Iteration 48Q: 3 clusters Score -424807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -424808.000000 Penalty: 4047.617188
	Iteration 49Q: 3 clusters Score -424808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -424810.875000 Penalty: 4047.617188
	Iteration 50Q: 3 clusters Score -424810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -424817.156250 Penalty: 4047.617188
	Iteration 51Q: 3 clusters Score -424817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -424822.968750 Penalty: 4047.617188
	Iteration 52Q: 3 clusters Score -424823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -424826.218750 Penalty: 4047.617188
	Iteration 53Q: 3 clusters Score -424826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -424831.937500 Penalty: 4047.617188
	Iteration 54Q: 3 clusters Score -424831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -424835.156250 Penalty: 4047.617188
	Iteration 55Q: 3 clusters Score -424835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -424837.031250 Penalty: 4047.617188
	Iteration 56Q: 3 clusters Score -424837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -424839.687500 Penalty: 4047.617188
	Iteration 57Q: 3 clusters Score -424839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -424841.781250 Penalty: 4047.617188
	Iteration 58Q: 3 clusters Score -424841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -424845.156250 Penalty: 4047.617188
	Iteration 59Q: 3 clusters Score -424845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -424846.093750 Penalty: 4047.617188
	Iteration 60F: 3 clusters Score -424846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -424847.781250 Penalty: 4047.617188
	Iteration 61Q: 3 clusters Score -424847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -424851.031250 Penalty: 4047.617188
	Iteration 62Q: 3 clusters Score -424851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -424854.000000 Penalty: 4047.617188
	Iteration 63Q: 3 clusters Score -424854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -424856.562500 Penalty: 4047.617188
	Iteration 64Q: 3 clusters Score -424856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -424860.156250 Penalty: 4047.617188
	Iteration 65Q: 3 clusters Score -424860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -424860.687500 Penalty: 4047.617188
	Iteration 66Q: 3 clusters Score -424860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -424861.625000 Penalty: 4047.617188
	Iteration 67Q: 3 clusters Score -424861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -424861.625000 Penalty: 4047.617188
	Iteration 68F: 3 clusters Score -424861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 141 members 
Entering Unmasked Estep 
Score: -28324.660156 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28324.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28382.574219 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28382.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28402.964844 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28402.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28414.412109 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28414.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28420.292969 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -28420.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28420.292969 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -28420.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25275.966797 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25275.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25480.361328 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25480.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25523.753906 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25523.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25571.281250 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25571.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25627.929688 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25627.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25636.912109 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25636.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25640.843750 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -25640.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25655.601562 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -25655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25670.298828 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -25670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25676.677734 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -25676.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25682.253906 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -25682.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25682.253906 Penalty: 2754.267822
	Iteration 11F: 3 clusters Score -25682.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Entering Unmasked Estep 
Score: -3671989.250000 Penalty: 2544.976318
	Iteration 0F: 2 clusters Score -3671989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3652277.250000 Penalty: 5089.952637
	Iteration 0F: 3 clusters Score -3652277 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3659374.000000 Penalty: 5089.952637
	Iteration 1F: 3 clusters Score -3659374 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3659848.500000 Penalty: 5089.952637
	Iteration 2Q: 3 clusters Score -3659848 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3660308.250000 Penalty: 5089.952637
	Iteration 3Q: 3 clusters Score -3660308 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3660836.000000 Penalty: 5089.952637
	Iteration 4Q: 3 clusters Score -3660836 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3661561.250000 Penalty: 5089.952637
	Iteration 5F: 3 clusters Score -3661561 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3662591.000000 Penalty: 5089.952637
	Iteration 6F: 3 clusters Score -3662591 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3663867.750000 Penalty: 5089.952637
	Iteration 7F: 3 clusters Score -3663868 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3665428.250000 Penalty: 5089.952637
	Iteration 8F: 3 clusters Score -3665428 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3667075.250000 Penalty: 5089.952637
	Iteration 9F: 3 clusters Score -3667075 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3668322.000000 Penalty: 5089.952637
	Iteration 10Q: 3 clusters Score -3668322 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3668972.250000 Penalty: 5089.952637
	Iteration 11Q: 3 clusters Score -3668972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3669317.500000 Penalty: 5089.952637
	Iteration 12Q: 3 clusters Score -3669318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3669500.750000 Penalty: 5089.952637
	Iteration 13Q: 3 clusters Score -3669501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3669606.250000 Penalty: 5089.952637
	Iteration 14Q: 3 clusters Score -3669606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3669671.250000 Penalty: 5089.952637
	Iteration 15Q: 3 clusters Score -3669671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3669692.750000 Penalty: 5089.952637
	Iteration 16Q: 3 clusters Score -3669693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3669705.000000 Penalty: 5089.952637
	Iteration 17Q: 3 clusters Score -3669705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3669710.250000 Penalty: 5089.952637
	Iteration 18Q: 3 clusters Score -3669710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3669713.250000 Penalty: 5089.952637
	Iteration 19Q: 3 clusters Score -3669713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3669713.250000 Penalty: 5089.952637
	Iteration 20F: 3 clusters Score -3669713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Entering Unmasked Estep 
Score: -2546862.500000 Penalty: 2452.329346
	Iteration 0F: 2 clusters Score -2546862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2532943.000000 Penalty: 4904.658691
	Iteration 0F: 3 clusters Score -2532943 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2537491.000000 Penalty: 4904.658691
	Iteration 1F: 3 clusters Score -2537491 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2537841.000000 Penalty: 4904.658691
	Iteration 2F: 3 clusters Score -2537841 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2538097.250000 Penalty: 4904.658691
	Iteration 3Q: 3 clusters Score -2538097 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2538317.250000 Penalty: 4904.658691
	Iteration 4Q: 3 clusters Score -2538317 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2538511.000000 Penalty: 4904.658691
	Iteration 5Q: 3 clusters Score -2538511 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2538665.750000 Penalty: 4904.658691
	Iteration 6Q: 3 clusters Score -2538666 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2538801.750000 Penalty: 4904.658691
	Iteration 7Q: 3 clusters Score -2538802 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2538955.750000 Penalty: 4904.658691
	Iteration 8Q: 3 clusters Score -2538956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2539098.250000 Penalty: 4904.658691
	Iteration 9Q: 3 clusters Score -2539098 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2539286.750000 Penalty: 4904.658691
	Iteration 10Q: 3 clusters Score -2539287 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2539541.500000 Penalty: 4904.658691
	Iteration 11Q: 3 clusters Score -2539542 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2539829.750000 Penalty: 4904.658691
	Iteration 12Q: 3 clusters Score -2539830 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2540263.750000 Penalty: 4904.658691
	Iteration 13Q: 3 clusters Score -2540264 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2540901.750000 Penalty: 4904.658691
	Iteration 14Q: 3 clusters Score -2540902 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2541678.000000 Penalty: 4904.658691
	Iteration 15F: 3 clusters Score -2541678 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2542506.250000 Penalty: 4904.658691
	Iteration 16F: 3 clusters Score -2542506 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2543271.250000 Penalty: 4904.658691
	Iteration 17Q: 3 clusters Score -2543271 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2543774.250000 Penalty: 4904.658691
	Iteration 18Q: 3 clusters Score -2543774 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2544142.000000 Penalty: 4904.658691
	Iteration 19Q: 3 clusters Score -2544142 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2544387.750000 Penalty: 4904.658691
	Iteration 20F: 3 clusters Score -2544388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2544519.250000 Penalty: 4904.658691
	Iteration 21Q: 3 clusters Score -2544519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2544600.250000 Penalty: 4904.658691
	Iteration 22Q: 3 clusters Score -2544600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2544640.500000 Penalty: 4904.658691
	Iteration 23Q: 3 clusters Score -2544640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2544668.500000 Penalty: 4904.658691
	Iteration 24Q: 3 clusters Score -2544668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2544682.500000 Penalty: 4904.658691
	Iteration 25Q: 3 clusters Score -2544682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2544695.000000 Penalty: 4904.658691
	Iteration 26Q: 3 clusters Score -2544695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2544699.750000 Penalty: 4904.658691
	Iteration 27Q: 3 clusters Score -2544700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2544704.750000 Penalty: 4904.658691
	Iteration 28Q: 3 clusters Score -2544705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2544712.000000 Penalty: 4904.658691
	Iteration 29Q: 3 clusters Score -2544712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2544713.750000 Penalty: 4904.658691
	Iteration 30Q: 3 clusters Score -2544714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2544718.500000 Penalty: 4904.658691
	Iteration 31Q: 3 clusters Score -2544718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2544719.750000 Penalty: 4904.658691
	Iteration 32Q: 3 clusters Score -2544720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2544721.500000 Penalty: 4904.658691
	Iteration 33Q: 3 clusters Score -2544722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2544721.500000 Penalty: 4904.658691
	Iteration 34F: 3 clusters Score -2544722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -1286546.875000 Penalty: 2300.827881
	Iteration 0F: 2 clusters Score -1286547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1278456.250000 Penalty: 4601.655762
	Iteration 0F: 3 clusters Score -1278456 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1280800.625000 Penalty: 4601.655762
	Iteration 1F: 3 clusters Score -1280801 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1281104.875000 Penalty: 4601.655762
	Iteration 2F: 3 clusters Score -1281105 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1281324.625000 Penalty: 4601.655762
	Iteration 3Q: 3 clusters Score -1281325 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1281495.250000 Penalty: 4601.655762
	Iteration 4Q: 3 clusters Score -1281495 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1281626.625000 Penalty: 4601.655762
	Iteration 5Q: 3 clusters Score -1281627 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1281750.875000 Penalty: 4601.655762
	Iteration 6Q: 3 clusters Score -1281751 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1281869.125000 Penalty: 4601.655762
	Iteration 7Q: 3 clusters Score -1281869 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1281972.625000 Penalty: 4601.655762
	Iteration 8Q: 3 clusters Score -1281973 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1282080.375000 Penalty: 4601.655762
	Iteration 9Q: 3 clusters Score -1282080 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1282216.250000 Penalty: 4601.655762
	Iteration 10Q: 3 clusters Score -1282216 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1282379.375000 Penalty: 4601.655762
	Iteration 11Q: 3 clusters Score -1282379 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1282636.625000 Penalty: 4601.655762
	Iteration 12Q: 3 clusters Score -1282637 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1282928.250000 Penalty: 4601.655762
	Iteration 13Q: 3 clusters Score -1282928 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1283227.875000 Penalty: 4601.655762
	Iteration 14Q: 3 clusters Score -1283228 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1283581.750000 Penalty: 4601.655762
	Iteration 15Q: 3 clusters Score -1283582 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1283959.625000 Penalty: 4601.655762
	Iteration 16Q: 3 clusters Score -1283960 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1284315.000000 Penalty: 4601.655762
	Iteration 17Q: 3 clusters Score -1284315 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1284562.125000 Penalty: 4601.655762
	Iteration 18Q: 3 clusters Score -1284562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1284693.000000 Penalty: 4601.655762
	Iteration 19Q: 3 clusters Score -1284693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1284796.250000 Penalty: 4601.655762
	Iteration 20F: 3 clusters Score -1284796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1284862.750000 Penalty: 4601.655762
	Iteration 21Q: 3 clusters Score -1284863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1284898.125000 Penalty: 4601.655762
	Iteration 22Q: 3 clusters Score -1284898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1284921.125000 Penalty: 4601.655762
	Iteration 23Q: 3 clusters Score -1284921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1284937.375000 Penalty: 4601.655762
	Iteration 24Q: 3 clusters Score -1284937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1284949.500000 Penalty: 4601.655762
	Iteration 25Q: 3 clusters Score -1284950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1284958.875000 Penalty: 4601.655762
	Iteration 26Q: 3 clusters Score -1284959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1284968.875000 Penalty: 4601.655762
	Iteration 27Q: 3 clusters Score -1284969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1284976.875000 Penalty: 4601.655762
	Iteration 28Q: 3 clusters Score -1284977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1284986.875000 Penalty: 4601.655762
	Iteration 29Q: 3 clusters Score -1284987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1285006.125000 Penalty: 4601.655762
	Iteration 30Q: 3 clusters Score -1285006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1285014.500000 Penalty: 4601.655762
	Iteration 31Q: 3 clusters Score -1285014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1285031.750000 Penalty: 4601.655762
	Iteration 32Q: 3 clusters Score -1285032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1285044.250000 Penalty: 4601.655762
	Iteration 33Q: 3 clusters Score -1285044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1285053.500000 Penalty: 4601.655762
	Iteration 34Q: 3 clusters Score -1285054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1285059.625000 Penalty: 4601.655762
	Iteration 35Q: 3 clusters Score -1285060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1285068.625000 Penalty: 4601.655762
	Iteration 36Q: 3 clusters Score -1285069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1285074.375000 Penalty: 4601.655762
	Iteration 37Q: 3 clusters Score -1285074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1285080.375000 Penalty: 4601.655762
	Iteration 38Q: 3 clusters Score -1285080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1285084.375000 Penalty: 4601.655762
	Iteration 39Q: 3 clusters Score -1285084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1285091.375000 Penalty: 4601.655762
	Iteration 40F: 3 clusters Score -1285091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1285093.500000 Penalty: 4601.655762
	Iteration 41Q: 3 clusters Score -1285094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1285097.625000 Penalty: 4601.655762
	Iteration 42Q: 3 clusters Score -1285098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1285097.750000 Penalty: 4601.655762
	Iteration 43Q: 3 clusters Score -1285098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1285101.375000 Penalty: 4601.655762
	Iteration 44Q: 3 clusters Score -1285101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1285110.625000 Penalty: 4601.655762
	Iteration 45Q: 3 clusters Score -1285111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1285113.000000 Penalty: 4601.655762
	Iteration 46Q: 3 clusters Score -1285113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1285115.000000 Penalty: 4601.655762
	Iteration 47Q: 3 clusters Score -1285115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1285116.875000 Penalty: 4601.655762
	Iteration 48Q: 3 clusters Score -1285117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1285120.500000 Penalty: 4601.655762
	Iteration 49Q: 3 clusters Score -1285120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1285125.750000 Penalty: 4601.655762
	Iteration 50Q: 3 clusters Score -1285126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1285131.750000 Penalty: 4601.655762
	Iteration 51Q: 3 clusters Score -1285132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1285150.125000 Penalty: 4601.655762
	Iteration 52Q: 3 clusters Score -1285150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1285167.625000 Penalty: 4601.655762
	Iteration 53Q: 3 clusters Score -1285168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1285209.625000 Penalty: 4601.655762
	Iteration 54Q: 3 clusters Score -1285210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1285257.000000 Penalty: 4601.655762
	Iteration 55Q: 3 clusters Score -1285257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1285282.125000 Penalty: 4601.655762
	Iteration 56Q: 3 clusters Score -1285282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1285304.125000 Penalty: 4601.655762
	Iteration 57Q: 3 clusters Score -1285304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1285316.125000 Penalty: 4601.655762
	Iteration 58Q: 3 clusters Score -1285316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1285325.000000 Penalty: 4601.655762
	Iteration 59Q: 3 clusters Score -1285325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1285337.375000 Penalty: 4601.655762
	Iteration 60F: 3 clusters Score -1285337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1285346.250000 Penalty: 4601.655762
	Iteration 61Q: 3 clusters Score -1285346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1285349.250000 Penalty: 4601.655762
	Iteration 62Q: 3 clusters Score -1285349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1285352.375000 Penalty: 4601.655762
	Iteration 63Q: 3 clusters Score -1285352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1285354.500000 Penalty: 4601.655762
	Iteration 64Q: 3 clusters Score -1285354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1285352.000000 Penalty: 4601.655762
	Iteration 65Q: 3 clusters Score -1285352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1285352.875000 Penalty: 4601.655762
	Iteration 66Q: 3 clusters Score -1285353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1285353.625000 Penalty: 4601.655762
	Iteration 67Q: 3 clusters Score -1285354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1285353.750000 Penalty: 4601.655762
	Iteration 68Q: 3 clusters Score -1285354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1285356.000000 Penalty: 4601.655762
	Iteration 69Q: 3 clusters Score -1285356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1285358.875000 Penalty: 4601.655762
	Iteration 70Q: 3 clusters Score -1285359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1285358.875000 Penalty: 4601.655762
	Iteration 71F: 3 clusters Score -1285359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -894069.000000 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -894069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -888309.687500 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -888309.7 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -889912.187500 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -889912.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -890402.250000 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -890402.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -890863.500000 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -890863.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -891264.500000 Penalty: 4393.327637
	Iteration 4F: 3 clusters Score -891264.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -891702.437500 Penalty: 4393.327637
	Iteration 5F: 3 clusters Score -891702.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -892120.500000 Penalty: 4393.327637
	Iteration 6F: 3 clusters Score -892120.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -892452.375000 Penalty: 4393.327637
	Iteration 7F: 3 clusters Score -892452.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -892682.937500 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -892682.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -892804.812500 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -892804.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -892858.937500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -892858.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -892887.812500 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -892887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -892911.812500 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -892911.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -892929.312500 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -892929.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -892939.187500 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -892939.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -892946.875000 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -892946.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -892949.687500 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -892949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -892955.125000 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -892955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -892956.812500 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -892956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -892958.187500 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -892958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -892957.500000 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -892957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -892959.375000 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -892959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -892961.125000 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -892961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -892963.187500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -892963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -892963.312500 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -892963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -892963.312500 Penalty: 4393.327637
	Iteration 25F: 3 clusters Score -892963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -2002894.500000 Penalty: 2390.746826
	Iteration 0F: 2 clusters Score -2002894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1991769.125000 Penalty: 4781.493652
	Iteration 0F: 3 clusters Score -1991769 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1995346.875000 Penalty: 4781.493652
	Iteration 1F: 3 clusters Score -1995347 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1995710.875000 Penalty: 4781.493652
	Iteration 2F: 3 clusters Score -1995711 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1996021.625000 Penalty: 4781.493652
	Iteration 3Q: 3 clusters Score -1996022 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1996342.125000 Penalty: 4781.493652
	Iteration 4Q: 3 clusters Score -1996342 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1996745.750000 Penalty: 4781.493652
	Iteration 5Q: 3 clusters Score -1996746 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1997257.875000 Penalty: 4781.493652
	Iteration 6F: 3 clusters Score -1997258 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1997929.750000 Penalty: 4781.493652
	Iteration 7F: 3 clusters Score -1997930 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1998718.875000 Penalty: 4781.493652
	Iteration 8F: 3 clusters Score -1998719 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1999489.250000 Penalty: 4781.493652
	Iteration 9F: 3 clusters Score -1999489 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2000080.500000 Penalty: 4781.493652
	Iteration 10Q: 3 clusters Score -2000080 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2000398.375000 Penalty: 4781.493652
	Iteration 11Q: 3 clusters Score -2000398 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2000564.500000 Penalty: 4781.493652
	Iteration 12Q: 3 clusters Score -2000564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2000668.875000 Penalty: 4781.493652
	Iteration 13Q: 3 clusters Score -2000669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2000721.000000 Penalty: 4781.493652
	Iteration 14Q: 3 clusters Score -2000721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2000743.000000 Penalty: 4781.493652
	Iteration 15Q: 3 clusters Score -2000743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2000761.875000 Penalty: 4781.493652
	Iteration 16Q: 3 clusters Score -2000762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2000777.375000 Penalty: 4781.493652
	Iteration 17Q: 3 clusters Score -2000777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2000792.500000 Penalty: 4781.493652
	Iteration 18Q: 3 clusters Score -2000792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2000808.500000 Penalty: 4781.493652
	Iteration 19Q: 3 clusters Score -2000808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2000825.500000 Penalty: 4781.493652
	Iteration 20F: 3 clusters Score -2000826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2000846.000000 Penalty: 4781.493652
	Iteration 21Q: 3 clusters Score -2000846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2000865.250000 Penalty: 4781.493652
	Iteration 22Q: 3 clusters Score -2000865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2000884.750000 Penalty: 4781.493652
	Iteration 23Q: 3 clusters Score -2000885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2000905.375000 Penalty: 4781.493652
	Iteration 24Q: 3 clusters Score -2000905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2000913.125000 Penalty: 4781.493652
	Iteration 25Q: 3 clusters Score -2000913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2000912.125000 Penalty: 4781.493652
	Iteration 26Q: 3 clusters Score -2000912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2000914.250000 Penalty: 4781.493652
	Iteration 27Q: 3 clusters Score -2000914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2000917.250000 Penalty: 4781.493652
	Iteration 28Q: 3 clusters Score -2000917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2000916.750000 Penalty: 4781.493652
	Iteration 29Q: 3 clusters Score -2000917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2000916.750000 Penalty: 4781.493652
	Iteration 30F: 3 clusters Score -2000917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -67561.367188 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -67561.37 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 281 members 
Entering Unmasked Estep 
Score: -65931.125000 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -65931.12 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66106.945312 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -66106.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66201.906250 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -66201.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66259.929688 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -66259.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66321.757812 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -66321.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66361.117188 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -66361.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66405.578125 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -66405.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66463.617188 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -66463.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66499.250000 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -66499.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66532.984375 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -66532.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66568.492188 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -66568.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66635.656250 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -66635.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66698.593750 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -66698.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66763.585938 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -66763.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66820.765625 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -66820.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66864.414062 Penalty: 3170.390869
	Iteration 15Q: 3 clusters Score -66864.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66892.195312 Penalty: 3170.390869
	Iteration 16Q: 3 clusters Score -66892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66918.750000 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -66918.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66942.656250 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -66942.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66991.328125 Penalty: 3170.390869
	Iteration 19Q: 3 clusters Score -66991.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67001.804688 Penalty: 3170.390869
	Iteration 20F: 3 clusters Score -67001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67063.210938 Penalty: 3170.390869
	Iteration 21Q: 3 clusters Score -67063.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67184.500000 Penalty: 3170.390869
	Iteration 22Q: 3 clusters Score -67184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67397.476562 Penalty: 3170.390869
	Iteration 23Q: 3 clusters Score -67397.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67444.882812 Penalty: 3170.390869
	Iteration 24Q: 3 clusters Score -67444.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67522.148438 Penalty: 3170.390869
	Iteration 25Q: 3 clusters Score -67522.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67594.429688 Penalty: 3170.390869
	Iteration 26Q: 3 clusters Score -67594.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67639.093750 Penalty: 3170.390869
	Iteration 27Q: 3 clusters Score -67639.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67680.179688 Penalty: 3170.390869
	Iteration 28Q: 3 clusters Score -67680.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67711.843750 Penalty: 3170.390869
	Iteration 29Q: 3 clusters Score -67711.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67737.070312 Penalty: 3170.390869
	Iteration 30Q: 3 clusters Score -67737.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67753.976562 Penalty: 3170.390869
	Iteration 31Q: 3 clusters Score -67753.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67770.085938 Penalty: 3170.390869
	Iteration 32Q: 3 clusters Score -67770.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67782.968750 Penalty: 3170.390869
	Iteration 33Q: 3 clusters Score -67782.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67792.843750 Penalty: 3170.390869
	Iteration 34Q: 3 clusters Score -67792.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67798.820312 Penalty: 3170.390869
	Iteration 35Q: 3 clusters Score -67798.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67819.578125 Penalty: 3170.390869
	Iteration 36F: 3 clusters Score -67819.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67890.351562 Penalty: 3170.390869
	Iteration 37Q: 3 clusters Score -67890.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67958.531250 Penalty: 3170.390869
	Iteration 38Q: 3 clusters Score -67958.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67990.398438 Penalty: 3170.390869
	Iteration 39Q: 3 clusters Score -67990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68000.000000 Penalty: 3170.390869
	Iteration 40F: 3 clusters Score -68000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 185324 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28624 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 175 members 
Mstep: Class 15 contains 52672 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26592 members 
Mstep: Class 18 contains 169636 members 
Mstep: Class 19 contains 205516 members 
Mstep: Class 20 contains 39830 members 
Mstep: Class 21 contains 20662 members 
Mstep: Class 22 contains 10273 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 422 members 
Entering Unmasked Estep 
Score: -116066392.000000 Penalty: 85169.835938
Splitting cluster 14 changes total score from -116068136.000000 to -116066392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (52672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Entering Unmasked Estep 
Score: -6565434.000000 Penalty: 2696.216309
	Iteration 0F: 2 clusters Score -6565434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6529956.000000 Penalty: 5392.432617
	Iteration 0F: 3 clusters Score -6529956 nChanged 24462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6543733.000000 Penalty: 5392.432617
	Iteration 1F: 3 clusters Score -6543733 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6544273.000000 Penalty: 5392.432617
	Iteration 2Q: 3 clusters Score -6544273 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6544795.500000 Penalty: 5392.432617
	Iteration 3Q: 3 clusters Score -6544796 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -6545493.500000 Penalty: 5392.432617
	Iteration 4Q: 3 clusters Score -6545494 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -6546331.500000 Penalty: 5392.432617
	Iteration 5Q: 3 clusters Score -6546332 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6547755.000000 Penalty: 5392.432617
	Iteration 6Q: 3 clusters Score -6547755 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6549853.000000 Penalty: 5392.432617
	Iteration 7F: 3 clusters Score -6549853 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6552701.500000 Penalty: 5392.432617
	Iteration 8F: 3 clusters Score -6552702 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -6556093.000000 Penalty: 5392.432617
	Iteration 9F: 3 clusters Score -6556093 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6559158.500000 Penalty: 5392.432617
	Iteration 10F: 3 clusters Score -6559158 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6561246.500000 Penalty: 5392.432617
	Iteration 11Q: 3 clusters Score -6561246 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6562299.000000 Penalty: 5392.432617
	Iteration 12Q: 3 clusters Score -6562299 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6562859.500000 Penalty: 5392.432617
	Iteration 13Q: 3 clusters Score -6562860 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6563093.500000 Penalty: 5392.432617
	Iteration 14Q: 3 clusters Score -6563094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6563235.500000 Penalty: 5392.432617
	Iteration 15Q: 3 clusters Score -6563236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6563302.500000 Penalty: 5392.432617
	Iteration 16Q: 3 clusters Score -6563302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6563338.500000 Penalty: 5392.432617
	Iteration 17Q: 3 clusters Score -6563338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6563371.500000 Penalty: 5392.432617
	Iteration 18Q: 3 clusters Score -6563372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6563391.000000 Penalty: 5392.432617
	Iteration 19Q: 3 clusters Score -6563391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6563401.500000 Penalty: 5392.432617
	Iteration 20F: 3 clusters Score -6563402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6563408.000000 Penalty: 5392.432617
	Iteration 21Q: 3 clusters Score -6563408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6563414.500000 Penalty: 5392.432617
	Iteration 22Q: 3 clusters Score -6563414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6563418.000000 Penalty: 5392.432617
	Iteration 23Q: 3 clusters Score -6563418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6563417.500000 Penalty: 5392.432617
	Iteration 24Q: 3 clusters Score -6563418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6563423.500000 Penalty: 5392.432617
	Iteration 25Q: 3 clusters Score -6563424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6563431.500000 Penalty: 5392.432617
	Iteration 26Q: 3 clusters Score -6563432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6563435.000000 Penalty: 5392.432617
	Iteration 27Q: 3 clusters Score -6563435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6563433.000000 Penalty: 5392.432617
	Iteration 28Q: 3 clusters Score -6563433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6563433.000000 Penalty: 5392.432617
	Iteration 29Q: 3 clusters Score -6563433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6563433.000000 Penalty: 5392.432617
	Iteration 30F: 3 clusters Score -6563433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29464.625000 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29464.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29604.400391 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29722.205078 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29722.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29776.035156 Penalty: 2767.546143
	Iteration 3F: 3 clusters Score -29776.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29784.089844 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29784.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29790.496094 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -29790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29795.642578 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -29795.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -29801.263672 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -29801.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29810.343750 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -29810.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29817.146484 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -29817.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29822.166016 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -29822.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29826.572266 Penalty: 2767.546143
	Iteration 11Q: 3 clusters Score -29826.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -29832.339844 Penalty: 2767.546143
	Iteration 12Q: 3 clusters Score -29832.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29835.927734 Penalty: 2767.546143
	Iteration 13Q: 3 clusters Score -29835.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29835.927734 Penalty: 2767.546143
	Iteration 14F: 3 clusters Score -29835.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -3446050.250000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -3446050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3427866.750000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -3427867 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3434120.000000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -3434120 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3434723.250000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -3434723 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3435332.000000 Penalty: 5053.429688
	Iteration 3Q: 3 clusters Score -3435332 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3435987.250000 Penalty: 5053.429688
	Iteration 4Q: 3 clusters Score -3435987 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3436627.250000 Penalty: 5053.429688
	Iteration 5Q: 3 clusters Score -3436627 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3437219.000000 Penalty: 5053.429688
	Iteration 6Q: 3 clusters Score -3437219 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3437799.000000 Penalty: 5053.429688
	Iteration 7Q: 3 clusters Score -3437799 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3438373.500000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -3438374 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3438854.750000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -3438855 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3439290.500000 Penalty: 5053.429688
	Iteration 10Q: 3 clusters Score -3439290 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3439712.250000 Penalty: 5053.429688
	Iteration 11Q: 3 clusters Score -3439712 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3440053.750000 Penalty: 5053.429688
	Iteration 12Q: 3 clusters Score -3440054 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3440313.000000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -3440313 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3440552.000000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -3440552 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3440699.000000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -3440699 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3440815.250000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -3440815 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3440887.750000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -3440888 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3440942.250000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -3440942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3440983.250000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -3440983 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3440998.750000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -3440999 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3441020.750000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -3441021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3441029.500000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -3441030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3441044.250000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -3441044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3441063.000000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -3441063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3441056.000000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -3441056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3441067.000000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -3441067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3441070.000000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -3441070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3441086.000000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -3441086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3441102.000000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -3441102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3441110.250000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -3441110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3441120.500000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -3441120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3441118.750000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -3441119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3441127.250000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -3441127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3441129.750000 Penalty: 5053.429688
	Iteration 34Q: 3 clusters Score -3441130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3441134.250000 Penalty: 5053.429688
	Iteration 35Q: 3 clusters Score -3441134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3441142.500000 Penalty: 5053.429688
	Iteration 36Q: 3 clusters Score -3441142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3441144.250000 Penalty: 5053.429688
	Iteration 37Q: 3 clusters Score -3441144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3441141.750000 Penalty: 5053.429688
	Iteration 38Q: 3 clusters Score -3441142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3441137.250000 Penalty: 5053.429688
	Iteration 39Q: 3 clusters Score -3441137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3441135.750000 Penalty: 5053.429688
	Iteration 40F: 3 clusters Score -3441136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3441140.750000 Penalty: 5053.429688
	Iteration 41Q: 3 clusters Score -3441141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3441142.250000 Penalty: 5053.429688
	Iteration 42Q: 3 clusters Score -3441142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3441143.500000 Penalty: 5053.429688
	Iteration 43Q: 3 clusters Score -3441144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3441136.500000 Penalty: 5053.429688
	Iteration 44Q: 3 clusters Score -3441136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3441138.750000 Penalty: 5053.429688
	Iteration 45Q: 3 clusters Score -3441139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3441134.250000 Penalty: 5053.429688
	Iteration 46Q: 3 clusters Score -3441134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3441127.250000 Penalty: 5053.429688
	Iteration 47Q: 3 clusters Score -3441127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3441134.250000 Penalty: 5053.429688
	Iteration 48Q: 3 clusters Score -3441134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3441137.750000 Penalty: 5053.429688
	Iteration 49Q: 3 clusters Score -3441138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3441131.000000 Penalty: 5053.429688
	Iteration 50Q: 3 clusters Score -3441131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3441136.000000 Penalty: 5053.429688
	Iteration 51Q: 3 clusters Score -3441136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3441143.750000 Penalty: 5053.429688
	Iteration 52Q: 3 clusters Score -3441144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3441145.750000 Penalty: 5053.429688
	Iteration 53Q: 3 clusters Score -3441146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3441143.500000 Penalty: 5053.429688
	Iteration 54Q: 3 clusters Score -3441144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3441149.500000 Penalty: 5053.429688
	Iteration 55Q: 3 clusters Score -3441150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3441151.500000 Penalty: 5053.429688
	Iteration 56Q: 3 clusters Score -3441152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3441152.500000 Penalty: 5053.429688
	Iteration 57Q: 3 clusters Score -3441152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3441154.500000 Penalty: 5053.429688
	Iteration 58Q: 3 clusters Score -3441154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3441158.000000 Penalty: 5053.429688
	Iteration 59Q: 3 clusters Score -3441158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3441152.250000 Penalty: 5053.429688
	Iteration 60F: 3 clusters Score -3441152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3441153.750000 Penalty: 5053.429688
	Iteration 61Q: 3 clusters Score -3441154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3441160.250000 Penalty: 5053.429688
	Iteration 62Q: 3 clusters Score -3441160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3441160.500000 Penalty: 5053.429688
	Iteration 63Q: 3 clusters Score -3441160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3441166.000000 Penalty: 5053.429688
	Iteration 64Q: 3 clusters Score -3441166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3441160.750000 Penalty: 5053.429688
	Iteration 65Q: 3 clusters Score -3441161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3441161.000000 Penalty: 5053.429688
	Iteration 66Q: 3 clusters Score -3441161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3441166.500000 Penalty: 5053.429688
	Iteration 67Q: 3 clusters Score -3441166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3441166.000000 Penalty: 5053.429688
	Iteration 68Q: 3 clusters Score -3441166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3441162.500000 Penalty: 5053.429688
	Iteration 69Q: 3 clusters Score -3441162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3441165.250000 Penalty: 5053.429688
	Iteration 70Q: 3 clusters Score -3441165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3441170.750000 Penalty: 5053.429688
	Iteration 71Q: 3 clusters Score -3441171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3441179.500000 Penalty: 5053.429688
	Iteration 72Q: 3 clusters Score -3441180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3441181.500000 Penalty: 5053.429688
	Iteration 73Q: 3 clusters Score -3441182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3441182.500000 Penalty: 5053.429688
	Iteration 74Q: 3 clusters Score -3441182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3441192.500000 Penalty: 5053.429688
	Iteration 75Q: 3 clusters Score -3441192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3441197.750000 Penalty: 5053.429688
	Iteration 76Q: 3 clusters Score -3441198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3441186.000000 Penalty: 5053.429688
	Iteration 77Q: 3 clusters Score -3441186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3441188.000000 Penalty: 5053.429688
	Iteration 78Q: 3 clusters Score -3441188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3441188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3441189.250000 Penalty: 5053.429688
	Iteration 80F: 3 clusters Score -3441189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3441200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3441202.000000 Penalty: 5053.429688
	Iteration 82Q: 3 clusters Score -3441202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3441197.750000 Penalty: 5053.429688
	Iteration 83Q: 3 clusters Score -3441198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3441193.000000 Penalty: 5053.429688
	Iteration 84Q: 3 clusters Score -3441193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3441204.000000 Penalty: 5053.429688
	Iteration 85Q: 3 clusters Score -3441204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3441202.500000 Penalty: 5053.429688
	Iteration 86Q: 3 clusters Score -3441202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3441204.250000 Penalty: 5053.429688
	Iteration 87Q: 3 clusters Score -3441204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3441202.500000 Penalty: 5053.429688
	Iteration 88Q: 3 clusters Score -3441202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3441215.000000 Penalty: 5053.429688
	Iteration 89Q: 3 clusters Score -3441215 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3441216.250000 Penalty: 5053.429688
	Iteration 90Q: 3 clusters Score -3441216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3441223.500000 Penalty: 5053.429688
	Iteration 91Q: 3 clusters Score -3441224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3441231.000000 Penalty: 5053.429688
	Iteration 92Q: 3 clusters Score -3441231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3441235.750000 Penalty: 5053.429688
	Iteration 93Q: 3 clusters Score -3441236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3441236.250000 Penalty: 5053.429688
	Iteration 94Q: 3 clusters Score -3441236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3441234.750000 Penalty: 5053.429688
	Iteration 95Q: 3 clusters Score -3441235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3441235.250000 Penalty: 5053.429688
	Iteration 96Q: 3 clusters Score -3441235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3441241.250000 Penalty: 5053.429688
	Iteration 97Q: 3 clusters Score -3441241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3441235.250000 Penalty: 5053.429688
	Iteration 98Q: 3 clusters Score -3441235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3441239.000000 Penalty: 5053.429688
	Iteration 99Q: 3 clusters Score -3441239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3441249.750000 Penalty: 5053.429688
	Iteration 100F: 3 clusters Score -3441250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3441253.250000 Penalty: 5053.429688
	Iteration 101Q: 3 clusters Score -3441253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3441257.500000 Penalty: 5053.429688
	Iteration 102Q: 3 clusters Score -3441258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3441247.750000 Penalty: 5053.429688
	Iteration 103Q: 3 clusters Score -3441248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3441252.500000 Penalty: 5053.429688
	Iteration 104Q: 3 clusters Score -3441252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3441258.250000 Penalty: 5053.429688
	Iteration 105Q: 3 clusters Score -3441258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3441258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3441267.000000 Penalty: 5053.429688
	Iteration 107Q: 3 clusters Score -3441267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3441261.750000 Penalty: 5053.429688
	Iteration 108Q: 3 clusters Score -3441262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3441256.250000 Penalty: 5053.429688
	Iteration 109Q: 3 clusters Score -3441256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3441253.250000 Penalty: 5053.429688
	Iteration 110Q: 3 clusters Score -3441253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3441253.250000 Penalty: 5053.429688
	Iteration 111Q: 3 clusters Score -3441253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3441257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3441259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3441257.750000 Penalty: 5053.429688
	Iteration 114Q: 3 clusters Score -3441258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3441265.000000 Penalty: 5053.429688
	Iteration 115Q: 3 clusters Score -3441265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3441262.500000 Penalty: 5053.429688
	Iteration 116Q: 3 clusters Score -3441262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3441265.000000 Penalty: 5053.429688
	Iteration 117Q: 3 clusters Score -3441265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3441261.250000 Penalty: 5053.429688
	Iteration 118Q: 3 clusters Score -3441261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3441266.250000 Penalty: 5053.429688
	Iteration 119Q: 3 clusters Score -3441266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
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Entering Unmasked Estep 
Score: -3441263.250000 Penalty: 5053.429688
	Iteration 120F: 3 clusters Score -3441263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3441271.000000 Penalty: 5053.429688
	Iteration 121Q: 3 clusters Score -3441271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3441272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3441287.000000 Penalty: 5053.429688
	Iteration 123Q: 3 clusters Score -3441287 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3441291.000000 Penalty: 5053.429688
	Iteration 124Q: 3 clusters Score -3441291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3441292.750000 Penalty: 5053.429688
	Iteration 125Q: 3 clusters Score -3441293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3441291.250000 Penalty: 5053.429688
	Iteration 126Q: 3 clusters Score -3441291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3441300.250000 Penalty: 5053.429688
	Iteration 127Q: 3 clusters Score -3441300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3441292.500000 Penalty: 5053.429688
	Iteration 128Q: 3 clusters Score -3441292 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13344 members 
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Entering Unmasked Estep 
Score: -3441296.750000 Penalty: 5053.429688
	Iteration 129Q: 3 clusters Score -3441297 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3441298 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3441315.750000 Penalty: 5053.429688
	Iteration 131Q: 3 clusters Score -3441316 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3441308.500000 Penalty: 5053.429688
	Iteration 132Q: 3 clusters Score -3441308 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3441314.000000 Penalty: 5053.429688
	Iteration 133Q: 3 clusters Score -3441314 nChanged 51
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Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3441316 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3441321.750000 Penalty: 5053.429688
	Iteration 135Q: 3 clusters Score -3441322 nChanged 43
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Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3441324.000000 Penalty: 5053.429688
	Iteration 136Q: 3 clusters Score -3441324 nChanged 41
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Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3441325.000000 Penalty: 5053.429688
	Iteration 137Q: 3 clusters Score -3441325 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3441342.750000 Penalty: 5053.429688
	Iteration 138Q: 3 clusters Score -3441343 nChanged 43
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Mstep: Class 1 contains 13748 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3441344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3441340.000000 Penalty: 5053.429688
	Iteration 140F: 3 clusters Score -3441340 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13846 members 
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Entering Unmasked Estep 
Score: -3441339.750000 Penalty: 5053.429688
	Iteration 141Q: 3 clusters Score -3441340 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3441340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3441365.500000 Penalty: 5053.429688
	Iteration 143Q: 3 clusters Score -3441366 nChanged 57
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3441371 nChanged 68
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Entering Unmasked Estep 
Score: -3441383.500000 Penalty: 5053.429688
	Iteration 145Q: 3 clusters Score -3441384 nChanged 66
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Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3441380.750000 Penalty: 5053.429688
	Iteration 146Q: 3 clusters Score -3441381 nChanged 67
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Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3441387.250000 Penalty: 5053.429688
	Iteration 147Q: 3 clusters Score -3441387 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3441387.000000 Penalty: 5053.429688
	Iteration 148Q: 3 clusters Score -3441387 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3441417.000000 Penalty: 5053.429688
	Iteration 149Q: 3 clusters Score -3441417 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3441429.500000 Penalty: 5053.429688
	Iteration 150Q: 3 clusters Score -3441430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3441437.250000 Penalty: 5053.429688
	Iteration 151Q: 3 clusters Score -3441437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3441447.000000 Penalty: 5053.429688
	Iteration 152Q: 3 clusters Score -3441447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3441464.500000 Penalty: 5053.429688
	Iteration 153Q: 3 clusters Score -3441464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3441486.250000 Penalty: 5053.429688
	Iteration 154Q: 3 clusters Score -3441486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3441506.750000 Penalty: 5053.429688
	Iteration 155Q: 3 clusters Score -3441507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3441524.750000 Penalty: 5053.429688
	Iteration 156Q: 3 clusters Score -3441525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3441540.500000 Penalty: 5053.429688
	Iteration 157Q: 3 clusters Score -3441540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3441544.000000 Penalty: 5053.429688
	Iteration 158Q: 3 clusters Score -3441544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3441560.250000 Penalty: 5053.429688
	Iteration 159Q: 3 clusters Score -3441560 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3441569.500000 Penalty: 5053.429688
	Iteration 160F: 3 clusters Score -3441570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3441576.500000 Penalty: 5053.429688
	Iteration 161Q: 3 clusters Score -3441576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3441595.500000 Penalty: 5053.429688
	Iteration 162Q: 3 clusters Score -3441596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3441608.250000 Penalty: 5053.429688
	Iteration 163Q: 3 clusters Score -3441608 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3441633.250000 Penalty: 5053.429688
	Iteration 164Q: 3 clusters Score -3441633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3441650.000000 Penalty: 5053.429688
	Iteration 165Q: 3 clusters Score -3441650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3441672.000000 Penalty: 5053.429688
	Iteration 166Q: 3 clusters Score -3441672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3441672.000000 Penalty: 5053.429688
	Iteration 167Q: 3 clusters Score -3441672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3441702.500000 Penalty: 5053.429688
	Iteration 168Q: 3 clusters Score -3441702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3441708.500000 Penalty: 5053.429688
	Iteration 169Q: 3 clusters Score -3441708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3441724.750000 Penalty: 5053.429688
	Iteration 170Q: 3 clusters Score -3441725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3441747.250000 Penalty: 5053.429688
	Iteration 171Q: 3 clusters Score -3441747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3441773.000000 Penalty: 5053.429688
	Iteration 172Q: 3 clusters Score -3441773 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3441812.500000 Penalty: 5053.429688
	Iteration 173Q: 3 clusters Score -3441812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3441843.000000 Penalty: 5053.429688
	Iteration 174Q: 3 clusters Score -3441843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3441906.000000 Penalty: 5053.429688
	Iteration 175Q: 3 clusters Score -3441906 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3441957.500000 Penalty: 5053.429688
	Iteration 176Q: 3 clusters Score -3441958 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3442028.750000 Penalty: 5053.429688
	Iteration 177Q: 3 clusters Score -3442029 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3442089.250000 Penalty: 5053.429688
	Iteration 178Q: 3 clusters Score -3442089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3442152.250000 Penalty: 5053.429688
	Iteration 179Q: 3 clusters Score -3442152 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3442224.250000 Penalty: 5053.429688
	Iteration 180F: 3 clusters Score -3442224 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3442310.250000 Penalty: 5053.429688
	Iteration 181Q: 3 clusters Score -3442310 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3442399.750000 Penalty: 5053.429688
	Iteration 182Q: 3 clusters Score -3442400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3442487.500000 Penalty: 5053.429688
	Iteration 183Q: 3 clusters Score -3442488 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3442603.000000 Penalty: 5053.429688
	Iteration 184Q: 3 clusters Score -3442603 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3442723.000000 Penalty: 5053.429688
	Iteration 185Q: 3 clusters Score -3442723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3442856.250000 Penalty: 5053.429688
	Iteration 186Q: 3 clusters Score -3442856 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3442967.250000 Penalty: 5053.429688
	Iteration 187Q: 3 clusters Score -3442967 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3443110.750000 Penalty: 5053.429688
	Iteration 188Q: 3 clusters Score -3443111 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3443270.000000 Penalty: 5053.429688
	Iteration 189Q: 3 clusters Score -3443270 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3443411.750000 Penalty: 5053.429688
	Iteration 190Q: 3 clusters Score -3443412 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3443569.750000 Penalty: 5053.429688
	Iteration 191Q: 3 clusters Score -3443570 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3443721.500000 Penalty: 5053.429688
	Iteration 192Q: 3 clusters Score -3443722 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3443900.500000 Penalty: 5053.429688
	Iteration 193Q: 3 clusters Score -3443900 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3444064.750000 Penalty: 5053.429688
	Iteration 194Q: 3 clusters Score -3444065 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3444209.750000 Penalty: 5053.429688
	Iteration 195Q: 3 clusters Score -3444210 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3444352.000000 Penalty: 5053.429688
	Iteration 196Q: 3 clusters Score -3444352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3444474.250000 Penalty: 5053.429688
	Iteration 197Q: 3 clusters Score -3444474 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3444573.250000 Penalty: 5053.429688
	Iteration 198Q: 3 clusters Score -3444573 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3444678.250000 Penalty: 5053.429688
	Iteration 199Q: 3 clusters Score -3444678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3444753.250000 Penalty: 5053.429688
	Iteration 200F: 3 clusters Score -3444753 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3444804.250000 Penalty: 5053.429688
	Iteration 201Q: 3 clusters Score -3444804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3444842.750000 Penalty: 5053.429688
	Iteration 202Q: 3 clusters Score -3444843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3444880.250000 Penalty: 5053.429688
	Iteration 203Q: 3 clusters Score -3444880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3444907.500000 Penalty: 5053.429688
	Iteration 204Q: 3 clusters Score -3444908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3444929.000000 Penalty: 5053.429688
	Iteration 205Q: 3 clusters Score -3444929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3444946.000000 Penalty: 5053.429688
	Iteration 206Q: 3 clusters Score -3444946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3444946.500000 Penalty: 5053.429688
	Iteration 207Q: 3 clusters Score -3444946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3444952.750000 Penalty: 5053.429688
	Iteration 208Q: 3 clusters Score -3444953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3444958.250000 Penalty: 5053.429688
	Iteration 209Q: 3 clusters Score -3444958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3444968.750000 Penalty: 5053.429688
	Iteration 210Q: 3 clusters Score -3444969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3444976.250000 Penalty: 5053.429688
	Iteration 211Q: 3 clusters Score -3444976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3444981.250000 Penalty: 5053.429688
	Iteration 212Q: 3 clusters Score -3444981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3444980.500000 Penalty: 5053.429688
	Iteration 213Q: 3 clusters Score -3444980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3444983.500000 Penalty: 5053.429688
	Iteration 214Q: 3 clusters Score -3444984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3444983.500000 Penalty: 5053.429688
	Iteration 215F: 3 clusters Score -3444984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Entering Unmasked Estep 
Score: -21659232.000000 Penalty: 2986.269775
	Iteration 0F: 2 clusters Score -2.165923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -21550084.000000 Penalty: 5972.539551
	Iteration 0F: 3 clusters Score -2.155008e+07 nChanged 80845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -21597988.000000 Penalty: 5972.539551
	Iteration 1F: 3 clusters Score -2.159799e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -21600286.000000 Penalty: 5972.539551
	Iteration 2Q: 3 clusters Score -2.160029e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -21604126.000000 Penalty: 5972.539551
	Iteration 3Q: 3 clusters Score -2.160413e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -21609910.000000 Penalty: 5972.539551
	Iteration 4F: 3 clusters Score -2.160991e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -21617932.000000 Penalty: 5972.539551
	Iteration 5F: 3 clusters Score -2.161793e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -21627786.000000 Penalty: 5972.539551
	Iteration 6F: 3 clusters Score -2.162779e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -21637414.000000 Penalty: 5972.539551
	Iteration 7F: 3 clusters Score -2.163741e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -21643960.000000 Penalty: 5972.539551
	Iteration 8F: 3 clusters Score -2.164396e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -21647524.000000 Penalty: 5972.539551
	Iteration 9Q: 3 clusters Score -2.164752e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -21649282.000000 Penalty: 5972.539551
	Iteration 10Q: 3 clusters Score -2.164928e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144662 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -21650728.000000 Penalty: 5972.539551
	Iteration 11Q: 3 clusters Score -2.165073e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -21651864.000000 Penalty: 5972.539551
	Iteration 12Q: 3 clusters Score -2.165186e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -21652848.000000 Penalty: 5972.539551
	Iteration 13Q: 3 clusters Score -2.165285e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -21653730.000000 Penalty: 5972.539551
	Iteration 14Q: 3 clusters Score -2.165373e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -21654580.000000 Penalty: 5972.539551
	Iteration 15Q: 3 clusters Score -2.165458e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156007 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -21655128.000000 Penalty: 5972.539551
	Iteration 16Q: 3 clusters Score -2.165513e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -21655544.000000 Penalty: 5972.539551
	Iteration 17Q: 3 clusters Score -2.165554e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -21655908.000000 Penalty: 5972.539551
	Iteration 18Q: 3 clusters Score -2.165591e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -21656350.000000 Penalty: 5972.539551
	Iteration 19Q: 3 clusters Score -2.165635e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -21656542.000000 Penalty: 5972.539551
	Iteration 20F: 3 clusters Score -2.165654e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -21656616.000000 Penalty: 5972.539551
	Iteration 21Q: 3 clusters Score -2.165662e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163174 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -21656664.000000 Penalty: 5972.539551
	Iteration 22Q: 3 clusters Score -2.165666e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163890 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -21656708.000000 Penalty: 5972.539551
	Iteration 23Q: 3 clusters Score -2.165671e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -21656782.000000 Penalty: 5972.539551
	Iteration 24Q: 3 clusters Score -2.165678e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -21656764.000000 Penalty: 5972.539551
	Iteration 25Q: 3 clusters Score -2.165676e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -21656828.000000 Penalty: 5972.539551
	Iteration 26Q: 3 clusters Score -2.165683e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5972.539551
	Iteration 27Q: 3 clusters Score -2.165689e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21656972.000000 Penalty: 5972.539551
	Iteration 28Q: 3 clusters Score -2.165697e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -21657048.000000 Penalty: 5972.539551
	Iteration 29Q: 3 clusters Score -2.165705e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21657056.000000 Penalty: 5972.539551
	Iteration 30Q: 3 clusters Score -2.165706e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21657064.000000 Penalty: 5972.539551
	Iteration 31Q: 3 clusters Score -2.165706e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21657080.000000 Penalty: 5972.539551
	Iteration 32Q: 3 clusters Score -2.165708e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21657096.000000 Penalty: 5972.539551
	Iteration 33Q: 3 clusters Score -2.16571e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21657110.000000 Penalty: 5972.539551
	Iteration 34Q: 3 clusters Score -2.165711e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -21657100.000000 Penalty: 5972.539551
	Iteration 35Q: 3 clusters Score -2.16571e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21657152.000000 Penalty: 5972.539551
	Iteration 36Q: 3 clusters Score -2.165715e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21657144.000000 Penalty: 5972.539551
	Iteration 37Q: 3 clusters Score -2.165714e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21657202.000000 Penalty: 5972.539551
	Iteration 38Q: 3 clusters Score -2.16572e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21657216.000000 Penalty: 5972.539551
	Iteration 39Q: 3 clusters Score -2.165722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21657238.000000 Penalty: 5972.539551
	Iteration 40F: 3 clusters Score -2.165724e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21657270.000000 Penalty: 5972.539551
	Iteration 41Q: 3 clusters Score -2.165727e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168428 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21657274.000000 Penalty: 5972.539551
	Iteration 42Q: 3 clusters Score -2.165727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21657296.000000 Penalty: 5972.539551
	Iteration 43Q: 3 clusters Score -2.16573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21657322.000000 Penalty: 5972.539551
	Iteration 44Q: 3 clusters Score -2.165732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21657350.000000 Penalty: 5972.539551
	Iteration 45Q: 3 clusters Score -2.165735e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21657414.000000 Penalty: 5972.539551
	Iteration 46Q: 3 clusters Score -2.165741e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21657448.000000 Penalty: 5972.539551
	Iteration 47Q: 3 clusters Score -2.165745e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168639 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21657458.000000 Penalty: 5972.539551
	Iteration 48Q: 3 clusters Score -2.165746e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21657504.000000 Penalty: 5972.539551
	Iteration 49Q: 3 clusters Score -2.16575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21657534.000000 Penalty: 5972.539551
	Iteration 50Q: 3 clusters Score -2.165753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21657564.000000 Penalty: 5972.539551
	Iteration 51Q: 3 clusters Score -2.165756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21657554.000000 Penalty: 5972.539551
	Iteration 52Q: 3 clusters Score -2.165755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21657550.000000 Penalty: 5972.539551
	Iteration 53Q: 3 clusters Score -2.165755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -21657568.000000 Penalty: 5972.539551
	Iteration 54Q: 3 clusters Score -2.165757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21657580.000000 Penalty: 5972.539551
	Iteration 55Q: 3 clusters Score -2.165758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21657570.000000 Penalty: 5972.539551
	Iteration 56Q: 3 clusters Score -2.165757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -21657564.000000 Penalty: 5972.539551
	Iteration 57Q: 3 clusters Score -2.165756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -21657546.000000 Penalty: 5972.539551
	Iteration 58Q: 3 clusters Score -2.165755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168782 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21657532.000000 Penalty: 5972.539551
	Iteration 59Q: 3 clusters Score -2.165753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21657558.000000 Penalty: 5972.539551
	Iteration 60F: 3 clusters Score -2.165756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21657644.000000 Penalty: 5972.539551
	Iteration 61Q: 3 clusters Score -2.165764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21657716.000000 Penalty: 5972.539551
	Iteration 62Q: 3 clusters Score -2.165772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -21657714.000000 Penalty: 5972.539551
	Iteration 63Q: 3 clusters Score -2.165771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21657720.000000 Penalty: 5972.539551
	Iteration 64Q: 3 clusters Score -2.165772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21657738.000000 Penalty: 5972.539551
	Iteration 65Q: 3 clusters Score -2.165774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21657756.000000 Penalty: 5972.539551
	Iteration 66Q: 3 clusters Score -2.165776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21657784.000000 Penalty: 5972.539551
	Iteration 67Q: 3 clusters Score -2.165778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21657788.000000 Penalty: 5972.539551
	Iteration 68Q: 3 clusters Score -2.165779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21657790.000000 Penalty: 5972.539551
	Iteration 69Q: 3 clusters Score -2.165779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21657798.000000 Penalty: 5972.539551
	Iteration 70Q: 3 clusters Score -2.16578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21657822.000000 Penalty: 5972.539551
	Iteration 71Q: 3 clusters Score -2.165782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21657848.000000 Penalty: 5972.539551
	Iteration 72Q: 3 clusters Score -2.165785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -21657844.000000 Penalty: 5972.539551
	Iteration 73Q: 3 clusters Score -2.165784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21657838.000000 Penalty: 5972.539551
	Iteration 74Q: 3 clusters Score -2.165784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168687 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21657838.000000 Penalty: 5972.539551
	Iteration 75Q: 3 clusters Score -2.165784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21657830.000000 Penalty: 5972.539551
	Iteration 76Q: 3 clusters Score -2.165783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21657828.000000 Penalty: 5972.539551
	Iteration 77Q: 3 clusters Score -2.165783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21657818.000000 Penalty: 5972.539551
	Iteration 78Q: 3 clusters Score -2.165782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21657824.000000 Penalty: 5972.539551
	Iteration 79Q: 3 clusters Score -2.165782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21657830.000000 Penalty: 5972.539551
	Iteration 80F: 3 clusters Score -2.165783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21657864.000000 Penalty: 5972.539551
	Iteration 81Q: 3 clusters Score -2.165786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21657836.000000 Penalty: 5972.539551
	Iteration 82Q: 3 clusters Score -2.165784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21657844.000000 Penalty: 5972.539551
	Iteration 83Q: 3 clusters Score -2.165784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21657866.000000 Penalty: 5972.539551
	Iteration 84Q: 3 clusters Score -2.165787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21657876.000000 Penalty: 5972.539551
	Iteration 85Q: 3 clusters Score -2.165788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21657896.000000 Penalty: 5972.539551
	Iteration 86Q: 3 clusters Score -2.16579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21657894.000000 Penalty: 5972.539551
	Iteration 87Q: 3 clusters Score -2.165789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21657914.000000 Penalty: 5972.539551
	Iteration 88Q: 3 clusters Score -2.165791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21657928.000000 Penalty: 5972.539551
	Iteration 89Q: 3 clusters Score -2.165793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21657928.000000 Penalty: 5972.539551
	Iteration 90Q: 3 clusters Score -2.165793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21657988.000000 Penalty: 5972.539551
	Iteration 91Q: 3 clusters Score -2.165799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21658024.000000 Penalty: 5972.539551
	Iteration 92Q: 3 clusters Score -2.165802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21658052.000000 Penalty: 5972.539551
	Iteration 93Q: 3 clusters Score -2.165805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21658090.000000 Penalty: 5972.539551
	Iteration 94Q: 3 clusters Score -2.165809e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21658116.000000 Penalty: 5972.539551
	Iteration 95Q: 3 clusters Score -2.165812e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21658166.000000 Penalty: 5972.539551
	Iteration 96Q: 3 clusters Score -2.165817e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21658194.000000 Penalty: 5972.539551
	Iteration 97Q: 3 clusters Score -2.165819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21658190.000000 Penalty: 5972.539551
	Iteration 98Q: 3 clusters Score -2.165819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21658200.000000 Penalty: 5972.539551
	Iteration 99Q: 3 clusters Score -2.16582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21658234.000000 Penalty: 5972.539551
	Iteration 100F: 3 clusters Score -2.165823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21658240.000000 Penalty: 5972.539551
	Iteration 101Q: 3 clusters Score -2.165824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21658248.000000 Penalty: 5972.539551
	Iteration 102Q: 3 clusters Score -2.165825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21658268.000000 Penalty: 5972.539551
	Iteration 103Q: 3 clusters Score -2.165827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 104Q: 3 clusters Score -2.16583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 105Q: 3 clusters Score -2.16583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21658270.000000 Penalty: 5972.539551
	Iteration 106Q: 3 clusters Score -2.165827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21658274.000000 Penalty: 5972.539551
	Iteration 107Q: 3 clusters Score -2.165827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21658290.000000 Penalty: 5972.539551
	Iteration 108Q: 3 clusters Score -2.165829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 109Q: 3 clusters Score -2.16583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21658306.000000 Penalty: 5972.539551
	Iteration 110Q: 3 clusters Score -2.165831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21658280.000000 Penalty: 5972.539551
	Iteration 111Q: 3 clusters Score -2.165828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21658270.000000 Penalty: 5972.539551
	Iteration 112Q: 3 clusters Score -2.165827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21658284.000000 Penalty: 5972.539551
	Iteration 113Q: 3 clusters Score -2.165828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21658284.000000 Penalty: 5972.539551
	Iteration 114Q: 3 clusters Score -2.165828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21658304.000000 Penalty: 5972.539551
	Iteration 115Q: 3 clusters Score -2.16583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21658302.000000 Penalty: 5972.539551
	Iteration 116Q: 3 clusters Score -2.16583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21658314.000000 Penalty: 5972.539551
	Iteration 117Q: 3 clusters Score -2.165831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21658306.000000 Penalty: 5972.539551
	Iteration 118Q: 3 clusters Score -2.165831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 119Q: 3 clusters Score -2.16583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21658308.000000 Penalty: 5972.539551
	Iteration 120F: 3 clusters Score -2.165831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21658304.000000 Penalty: 5972.539551
	Iteration 121Q: 3 clusters Score -2.16583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21658294.000000 Penalty: 5972.539551
	Iteration 122Q: 3 clusters Score -2.165829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21658304.000000 Penalty: 5972.539551
	Iteration 123Q: 3 clusters Score -2.16583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21658288.000000 Penalty: 5972.539551
	Iteration 124Q: 3 clusters Score -2.165829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21658296.000000 Penalty: 5972.539551
	Iteration 125Q: 3 clusters Score -2.16583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21658300.000000 Penalty: 5972.539551
	Iteration 126Q: 3 clusters Score -2.16583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168461 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21658304.000000 Penalty: 5972.539551
	Iteration 127Q: 3 clusters Score -2.16583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21658302.000000 Penalty: 5972.539551
	Iteration 128Q: 3 clusters Score -2.16583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168457 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21658310.000000 Penalty: 5972.539551
	Iteration 129Q: 3 clusters Score -2.165831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21658306.000000 Penalty: 5972.539551
	Iteration 130Q: 3 clusters Score -2.165831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21658306.000000 Penalty: 5972.539551
	Iteration 131Q: 3 clusters Score -2.165831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 132Q: 3 clusters Score -2.16583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21658298.000000 Penalty: 5972.539551
	Iteration 133F: 3 clusters Score -2.16583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (205516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205516 members 
Entering Unmasked Estep 
Score: -26360462.000000 Penalty: 3033.853271
	Iteration 0F: 2 clusters Score -2.636046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -26253236.000000 Penalty: 6067.706543
	Iteration 0F: 3 clusters Score -2.625324e+07 nChanged 98878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -26310818.000000 Penalty: 6067.706543
	Iteration 1F: 3 clusters Score -2.631082e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -26311574.000000 Penalty: 6067.706543
	Iteration 2Q: 3 clusters Score -2.631157e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -26312506.000000 Penalty: 6067.706543
	Iteration 3Q: 3 clusters Score -2.631251e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -26313752.000000 Penalty: 6067.706543
	Iteration 4Q: 3 clusters Score -2.631375e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -26314992.000000 Penalty: 6067.706543
	Iteration 5Q: 3 clusters Score -2.631499e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -26317128.000000 Penalty: 6067.706543
	Iteration 6Q: 3 clusters Score -2.631713e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -26320146.000000 Penalty: 6067.706543
	Iteration 7Q: 3 clusters Score -2.632015e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -26325304.000000 Penalty: 6067.706543
	Iteration 8F: 3 clusters Score -2.63253e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 138956 members 
Entering Unmasked Estep 
Score: -26332704.000000 Penalty: 6067.706543
	Iteration 9F: 3 clusters Score -2.63327e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 150814 members 
Entering Unmasked Estep 
Score: -26341914.000000 Penalty: 6067.706543
	Iteration 10F: 3 clusters Score -2.634191e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -26350574.000000 Penalty: 6067.706543
	Iteration 11F: 3 clusters Score -2.635057e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -26356722.000000 Penalty: 6067.706543
	Iteration 12F: 3 clusters Score -2.635672e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -26360232.000000 Penalty: 6067.706543
	Iteration 13Q: 3 clusters Score -2.636023e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -26361160.000000 Penalty: 6067.706543
	Iteration 14Q: 3 clusters Score -2.636116e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 183167 members 
Entering Unmasked Estep 
Score: -26361264.000000 Penalty: 6067.706543
	Iteration 15Q: 3 clusters Score -2.636126e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 185624 members 
Entering Unmasked Estep 
Score: -26360956.000000 Penalty: 6067.706543
	Iteration 16Q: 3 clusters Score -2.636096e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 187728 members 
Entering Unmasked Estep 
Score: -26360566.000000 Penalty: 6067.706543
	Iteration 17Q: 3 clusters Score -2.636057e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 189607 members 
Entering Unmasked Estep 
Score: -26360362.000000 Penalty: 6067.706543
	Iteration 18Q: 3 clusters Score -2.636036e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -26360138.000000 Penalty: 6067.706543
	Iteration 19Q: 3 clusters Score -2.636014e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 192664 members 
Entering Unmasked Estep 
Score: -26359900.000000 Penalty: 6067.706543
	Iteration 20F: 3 clusters Score -2.63599e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -26359900.000000 Penalty: 6067.706543
	Iteration 21Q: 3 clusters Score -2.63599e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 195173 members 
Entering Unmasked Estep 
Score: -26359890.000000 Penalty: 6067.706543
	Iteration 22Q: 3 clusters Score -2.635989e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 196217 members 
Entering Unmasked Estep 
Score: -26359672.000000 Penalty: 6067.706543
	Iteration 23Q: 3 clusters Score -2.635967e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 197163 members 
Entering Unmasked Estep 
Score: -26359412.000000 Penalty: 6067.706543
	Iteration 24Q: 3 clusters Score -2.635941e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 198046 members 
Entering Unmasked Estep 
Score: -26359308.000000 Penalty: 6067.706543
	Iteration 25Q: 3 clusters Score -2.635931e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 198821 members 
Entering Unmasked Estep 
Score: -26359232.000000 Penalty: 6067.706543
	Iteration 26Q: 3 clusters Score -2.635923e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 199512 members 
Entering Unmasked Estep 
Score: -26359118.000000 Penalty: 6067.706543
	Iteration 27Q: 3 clusters Score -2.635912e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -26359068.000000 Penalty: 6067.706543
	Iteration 28Q: 3 clusters Score -2.635907e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 200643 members 
Entering Unmasked Estep 
Score: -26358982.000000 Penalty: 6067.706543
	Iteration 29Q: 3 clusters Score -2.635898e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 201127 members 
Entering Unmasked Estep 
Score: -26358902.000000 Penalty: 6067.706543
	Iteration 30Q: 3 clusters Score -2.63589e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 201561 members 
Entering Unmasked Estep 
Score: -26358848.000000 Penalty: 6067.706543
	Iteration 31Q: 3 clusters Score -2.635885e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 201935 members 
Entering Unmasked Estep 
Score: -26358860.000000 Penalty: 6067.706543
	Iteration 32Q: 3 clusters Score -2.635886e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 202257 members 
Entering Unmasked Estep 
Score: -26358812.000000 Penalty: 6067.706543
	Iteration 33Q: 3 clusters Score -2.635881e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 202537 members 
Entering Unmasked Estep 
Score: -26358658.000000 Penalty: 6067.706543
	Iteration 34Q: 3 clusters Score -2.635866e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 202784 members 
Entering Unmasked Estep 
Score: -26358652.000000 Penalty: 6067.706543
	Iteration 35Q: 3 clusters Score -2.635865e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 202983 members 
Entering Unmasked Estep 
Score: -26358670.000000 Penalty: 6067.706543
	Iteration 36Q: 3 clusters Score -2.635867e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 203174 members 
Entering Unmasked Estep 
Score: -26358674.000000 Penalty: 6067.706543
	Iteration 37Q: 3 clusters Score -2.635867e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 203345 members 
Entering Unmasked Estep 
Score: -26358708.000000 Penalty: 6067.706543
	Iteration 38Q: 3 clusters Score -2.635871e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 203490 members 
Entering Unmasked Estep 
Score: -26358688.000000 Penalty: 6067.706543
	Iteration 39Q: 3 clusters Score -2.635869e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 203624 members 
Entering Unmasked Estep 
Score: -26358646.000000 Penalty: 6067.706543
	Iteration 40F: 3 clusters Score -2.635865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 203734 members 
Entering Unmasked Estep 
Score: -26358632.000000 Penalty: 6067.706543
	Iteration 41Q: 3 clusters Score -2.635863e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 203835 members 
Entering Unmasked Estep 
Score: -26358634.000000 Penalty: 6067.706543
	Iteration 42Q: 3 clusters Score -2.635863e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 203922 members 
Entering Unmasked Estep 
Score: -26358630.000000 Penalty: 6067.706543
	Iteration 43Q: 3 clusters Score -2.635863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 203995 members 
Entering Unmasked Estep 
Score: -26358600.000000 Penalty: 6067.706543
	Iteration 44Q: 3 clusters Score -2.63586e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 204045 members 
Entering Unmasked Estep 
Score: -26358612.000000 Penalty: 6067.706543
	Iteration 45Q: 3 clusters Score -2.635861e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 204090 members 
Entering Unmasked Estep 
Score: -26358596.000000 Penalty: 6067.706543
	Iteration 46Q: 3 clusters Score -2.63586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 204128 members 
Entering Unmasked Estep 
Score: -26358586.000000 Penalty: 6067.706543
	Iteration 47Q: 3 clusters Score -2.635859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 204164 members 
Entering Unmasked Estep 
Score: -26358588.000000 Penalty: 6067.706543
	Iteration 48Q: 3 clusters Score -2.635859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 204213 members 
Entering Unmasked Estep 
Score: -26358590.000000 Penalty: 6067.706543
	Iteration 49Q: 3 clusters Score -2.635859e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 204242 members 
Entering Unmasked Estep 
Score: -26358588.000000 Penalty: 6067.706543
	Iteration 50Q: 3 clusters Score -2.635859e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 204271 members 
Entering Unmasked Estep 
Score: -26358588.000000 Penalty: 6067.706543
	Iteration 51Q: 3 clusters Score -2.635859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 204287 members 
Entering Unmasked Estep 
Score: -26358572.000000 Penalty: 6067.706543
	Iteration 52Q: 3 clusters Score -2.635857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -26358572.000000 Penalty: 6067.706543
	Iteration 53Q: 3 clusters Score -2.635857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 204327 members 
Entering Unmasked Estep 
Score: -26358578.000000 Penalty: 6067.706543
	Iteration 54Q: 3 clusters Score -2.635858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -26358606.000000 Penalty: 6067.706543
	Iteration 55Q: 3 clusters Score -2.635861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 204374 members 
Entering Unmasked Estep 
Score: -26358606.000000 Penalty: 6067.706543
	Iteration 56Q: 3 clusters Score -2.635861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 204402 members 
Entering Unmasked Estep 
Score: -26358576.000000 Penalty: 6067.706543
	Iteration 57Q: 3 clusters Score -2.635858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 204426 members 
Entering Unmasked Estep 
Score: -26358520.000000 Penalty: 6067.706543
	Iteration 58Q: 3 clusters Score -2.635852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 204436 members 
Entering Unmasked Estep 
Score: -26358534.000000 Penalty: 6067.706543
	Iteration 59Q: 3 clusters Score -2.635853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 204447 members 
Entering Unmasked Estep 
Score: -26358548.000000 Penalty: 6067.706543
	Iteration 60F: 3 clusters Score -2.635855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 204459 members 
Entering Unmasked Estep 
Score: -26358532.000000 Penalty: 6067.706543
	Iteration 61Q: 3 clusters Score -2.635853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 204469 members 
Entering Unmasked Estep 
Score: -26358544.000000 Penalty: 6067.706543
	Iteration 62Q: 3 clusters Score -2.635854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 204478 members 
Entering Unmasked Estep 
Score: -26358544.000000 Penalty: 6067.706543
	Iteration 63Q: 3 clusters Score -2.635854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 204480 members 
Entering Unmasked Estep 
Score: -26358550.000000 Penalty: 6067.706543
	Iteration 64Q: 3 clusters Score -2.635855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 204492 members 
Entering Unmasked Estep 
Score: -26358536.000000 Penalty: 6067.706543
	Iteration 65Q: 3 clusters Score -2.635854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 204501 members 
Entering Unmasked Estep 
Score: -26358510.000000 Penalty: 6067.706543
	Iteration 66Q: 3 clusters Score -2.635851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 204510 members 
Entering Unmasked Estep 
Score: -26358512.000000 Penalty: 6067.706543
	Iteration 67Q: 3 clusters Score -2.635851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 204518 members 
Entering Unmasked Estep 
Score: -26358526.000000 Penalty: 6067.706543
	Iteration 68Q: 3 clusters Score -2.635853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -26358544.000000 Penalty: 6067.706543
	Iteration 69Q: 3 clusters Score -2.635854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 204535 members 
Entering Unmasked Estep 
Score: -26358526.000000 Penalty: 6067.706543
	Iteration 70Q: 3 clusters Score -2.635853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 204542 members 
Entering Unmasked Estep 
Score: -26358540.000000 Penalty: 6067.706543
	Iteration 71Q: 3 clusters Score -2.635854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 204555 members 
Entering Unmasked Estep 
Score: -26358514.000000 Penalty: 6067.706543
	Iteration 72Q: 3 clusters Score -2.635851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 204562 members 
Entering Unmasked Estep 
Score: -26358516.000000 Penalty: 6067.706543
	Iteration 73Q: 3 clusters Score -2.635852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 204573 members 
Entering Unmasked Estep 
Score: -26358512.000000 Penalty: 6067.706543
	Iteration 74Q: 3 clusters Score -2.635851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 204580 members 
Entering Unmasked Estep 
Score: -26358522.000000 Penalty: 6067.706543
	Iteration 75Q: 3 clusters Score -2.635852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 204586 members 
Entering Unmasked Estep 
Score: -26358526.000000 Penalty: 6067.706543
	Iteration 76Q: 3 clusters Score -2.635853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 204590 members 
Entering Unmasked Estep 
Score: -26358534.000000 Penalty: 6067.706543
	Iteration 77Q: 3 clusters Score -2.635853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 204595 members 
Entering Unmasked Estep 
Score: -26358536.000000 Penalty: 6067.706543
	Iteration 78Q: 3 clusters Score -2.635854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 204599 members 
Entering Unmasked Estep 
Score: -26358520.000000 Penalty: 6067.706543
	Iteration 79Q: 3 clusters Score -2.635852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 204601 members 
Entering Unmasked Estep 
Score: -26358532.000000 Penalty: 6067.706543
	Iteration 80F: 3 clusters Score -2.635853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 204603 members 
Entering Unmasked Estep 
Score: -26358520.000000 Penalty: 6067.706543
	Iteration 81Q: 3 clusters Score -2.635852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 204603 members 
Entering Unmasked Estep 
Score: -26358532.000000 Penalty: 6067.706543
	Iteration 82Q: 3 clusters Score -2.635853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 204604 members 
Entering Unmasked Estep 
Score: -26358532.000000 Penalty: 6067.706543
	Iteration 83Q: 3 clusters Score -2.635853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 204606 members 
Entering Unmasked Estep 
Score: -26358526.000000 Penalty: 6067.706543
	Iteration 84Q: 3 clusters Score -2.635853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 204607 members 
Entering Unmasked Estep 
Score: -26358522.000000 Penalty: 6067.706543
	Iteration 85Q: 3 clusters Score -2.635852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 204608 members 
Entering Unmasked Estep 
Score: -26358522.000000 Penalty: 6067.706543
	Iteration 86Q: 3 clusters Score -2.635852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 204609 members 
Entering Unmasked Estep 
Score: -26358520.000000 Penalty: 6067.706543
	Iteration 87Q: 3 clusters Score -2.635852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 204610 members 
Entering Unmasked Estep 
Score: -26358524.000000 Penalty: 6067.706543
	Iteration 88Q: 3 clusters Score -2.635852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 204611 members 
Entering Unmasked Estep 
Score: -26358514.000000 Penalty: 6067.706543
	Iteration 89Q: 3 clusters Score -2.635851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 204614 members 
Entering Unmasked Estep 
Score: -26358520.000000 Penalty: 6067.706543
	Iteration 90Q: 3 clusters Score -2.635852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 204613 members 
Entering Unmasked Estep 
Score: -26358528.000000 Penalty: 6067.706543
	Iteration 91Q: 3 clusters Score -2.635853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 204613 members 
Entering Unmasked Estep 
Score: -26358528.000000 Penalty: 6067.706543
	Iteration 92F: 3 clusters Score -2.635853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Entering Unmasked Estep 
Score: -5171448.500000 Penalty: 2626.909180
	Iteration 0F: 2 clusters Score -5171448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5144327.500000 Penalty: 5253.818359
	Iteration 0F: 3 clusters Score -5144328 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5154196.000000 Penalty: 5253.818359
	Iteration 1F: 3 clusters Score -5154196 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -5154592.000000 Penalty: 5253.818359
	Iteration 2Q: 3 clusters Score -5154592 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5154917.500000 Penalty: 5253.818359
	Iteration 3Q: 3 clusters Score -5154918 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5155225.000000 Penalty: 5253.818359
	Iteration 4Q: 3 clusters Score -5155225 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5155562.000000 Penalty: 5253.818359
	Iteration 5Q: 3 clusters Score -5155562 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -5156063.500000 Penalty: 5253.818359
	Iteration 6Q: 3 clusters Score -5156064 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5156598.000000 Penalty: 5253.818359
	Iteration 7Q: 3 clusters Score -5156598 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -5157340.000000 Penalty: 5253.818359
	Iteration 8Q: 3 clusters Score -5157340 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -5158425.500000 Penalty: 5253.818359
	Iteration 9F: 3 clusters Score -5158426 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5159820.000000 Penalty: 5253.818359
	Iteration 10F: 3 clusters Score -5159820 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -5161728.000000 Penalty: 5253.818359
	Iteration 11F: 3 clusters Score -5161728 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -5163884.500000 Penalty: 5253.818359
	Iteration 12F: 3 clusters Score -5163884 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -5165539.500000 Penalty: 5253.818359
	Iteration 13F: 3 clusters Score -5165540 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -5166470.000000 Penalty: 5253.818359
	Iteration 14Q: 3 clusters Score -5166470 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -5166886.000000 Penalty: 5253.818359
	Iteration 15Q: 3 clusters Score -5166886 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -5167132.500000 Penalty: 5253.818359
	Iteration 16Q: 3 clusters Score -5167132 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5167295.000000 Penalty: 5253.818359
	Iteration 17Q: 3 clusters Score -5167295 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -5167447.500000 Penalty: 5253.818359
	Iteration 18Q: 3 clusters Score -5167448 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5167596.000000 Penalty: 5253.818359
	Iteration 19Q: 3 clusters Score -5167596 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5167734.000000 Penalty: 5253.818359
	Iteration 20F: 3 clusters Score -5167734 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5167862.000000 Penalty: 5253.818359
	Iteration 21Q: 3 clusters Score -5167862 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5167994.500000 Penalty: 5253.818359
	Iteration 22Q: 3 clusters Score -5167994 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5168141.500000 Penalty: 5253.818359
	Iteration 23Q: 3 clusters Score -5168142 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5168262.500000 Penalty: 5253.818359
	Iteration 24Q: 3 clusters Score -5168262 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5168346.000000 Penalty: 5253.818359
	Iteration 25Q: 3 clusters Score -5168346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5168443.000000 Penalty: 5253.818359
	Iteration 26Q: 3 clusters Score -5168443 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5168519.500000 Penalty: 5253.818359
	Iteration 27Q: 3 clusters Score -5168520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5168571.000000 Penalty: 5253.818359
	Iteration 28Q: 3 clusters Score -5168571 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5168621.500000 Penalty: 5253.818359
	Iteration 29Q: 3 clusters Score -5168622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5168664.000000 Penalty: 5253.818359
	Iteration 30Q: 3 clusters Score -5168664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5168717.000000 Penalty: 5253.818359
	Iteration 31Q: 3 clusters Score -5168717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5168776.000000 Penalty: 5253.818359
	Iteration 32Q: 3 clusters Score -5168776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5168829.500000 Penalty: 5253.818359
	Iteration 33Q: 3 clusters Score -5168830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5168870.000000 Penalty: 5253.818359
	Iteration 34Q: 3 clusters Score -5168870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5168923.000000 Penalty: 5253.818359
	Iteration 35Q: 3 clusters Score -5168923 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5168955.000000 Penalty: 5253.818359
	Iteration 36Q: 3 clusters Score -5168955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5168995.500000 Penalty: 5253.818359
	Iteration 37Q: 3 clusters Score -5168996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5169041.500000 Penalty: 5253.818359
	Iteration 38Q: 3 clusters Score -5169042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5169058.000000 Penalty: 5253.818359
	Iteration 39Q: 3 clusters Score -5169058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5169097.000000 Penalty: 5253.818359
	Iteration 40F: 3 clusters Score -5169097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5169108.500000 Penalty: 5253.818359
	Iteration 41Q: 3 clusters Score -5169108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5169126.000000 Penalty: 5253.818359
	Iteration 42Q: 3 clusters Score -5169126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5169136.000000 Penalty: 5253.818359
	Iteration 43Q: 3 clusters Score -5169136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5169152.500000 Penalty: 5253.818359
	Iteration 44Q: 3 clusters Score -5169152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5169160.500000 Penalty: 5253.818359
	Iteration 45Q: 3 clusters Score -5169160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5169162.500000 Penalty: 5253.818359
	Iteration 46Q: 3 clusters Score -5169162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5169174.500000 Penalty: 5253.818359
	Iteration 47Q: 3 clusters Score -5169174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5169165.000000 Penalty: 5253.818359
	Iteration 48Q: 3 clusters Score -5169165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5169173.500000 Penalty: 5253.818359
	Iteration 49Q: 3 clusters Score -5169174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5169179.000000 Penalty: 5253.818359
	Iteration 50Q: 3 clusters Score -5169179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5169180.500000 Penalty: 5253.818359
	Iteration 51Q: 3 clusters Score -5169180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5169199.000000 Penalty: 5253.818359
	Iteration 52Q: 3 clusters Score -5169199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5169195.500000 Penalty: 5253.818359
	Iteration 53Q: 3 clusters Score -5169196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5169189.000000 Penalty: 5253.818359
	Iteration 54Q: 3 clusters Score -5169189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5169199.000000 Penalty: 5253.818359
	Iteration 55Q: 3 clusters Score -5169199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5169194.500000 Penalty: 5253.818359
	Iteration 56Q: 3 clusters Score -5169194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5169196.500000 Penalty: 5253.818359
	Iteration 57Q: 3 clusters Score -5169196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5169206.500000 Penalty: 5253.818359
	Iteration 58Q: 3 clusters Score -5169206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5169206.000000 Penalty: 5253.818359
	Iteration 59Q: 3 clusters Score -5169206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5169205.500000 Penalty: 5253.818359
	Iteration 60F: 3 clusters Score -5169206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Entering Unmasked Estep 
Score: -2683221.250000 Penalty: 2464.140625
	Iteration 0F: 2 clusters Score -2683221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2668736.500000 Penalty: 4928.281250
	Iteration 0F: 3 clusters Score -2668736 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2673680.750000 Penalty: 4928.281250
	Iteration 1F: 3 clusters Score -2673681 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2674067.750000 Penalty: 4928.281250
	Iteration 2F: 3 clusters Score -2674068 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2674447.750000 Penalty: 4928.281250
	Iteration 3Q: 3 clusters Score -2674448 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2674910.500000 Penalty: 4928.281250
	Iteration 4Q: 3 clusters Score -2674910 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2675465.500000 Penalty: 4928.281250
	Iteration 5F: 3 clusters Score -2675466 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2676249.750000 Penalty: 4928.281250
	Iteration 6F: 3 clusters Score -2676250 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2677272.500000 Penalty: 4928.281250
	Iteration 7F: 3 clusters Score -2677272 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2678346.000000 Penalty: 4928.281250
	Iteration 8F: 3 clusters Score -2678346 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2679323.000000 Penalty: 4928.281250
	Iteration 9F: 3 clusters Score -2679323 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2680079.500000 Penalty: 4928.281250
	Iteration 10Q: 3 clusters Score -2680080 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2680516.500000 Penalty: 4928.281250
	Iteration 11Q: 3 clusters Score -2680516 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2680764.000000 Penalty: 4928.281250
	Iteration 12Q: 3 clusters Score -2680764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2680884.000000 Penalty: 4928.281250
	Iteration 13Q: 3 clusters Score -2680884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2680942.750000 Penalty: 4928.281250
	Iteration 14Q: 3 clusters Score -2680943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2680975.500000 Penalty: 4928.281250
	Iteration 15Q: 3 clusters Score -2680976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2680994.250000 Penalty: 4928.281250
	Iteration 16Q: 3 clusters Score -2680994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2681012.500000 Penalty: 4928.281250
	Iteration 17Q: 3 clusters Score -2681012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2681021.750000 Penalty: 4928.281250
	Iteration 18Q: 3 clusters Score -2681022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2681028.000000 Penalty: 4928.281250
	Iteration 19Q: 3 clusters Score -2681028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2681031.250000 Penalty: 4928.281250
	Iteration 20F: 3 clusters Score -2681031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2681035.500000 Penalty: 4928.281250
	Iteration 21Q: 3 clusters Score -2681036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2681037.750000 Penalty: 4928.281250
	Iteration 22Q: 3 clusters Score -2681038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2681041.750000 Penalty: 4928.281250
	Iteration 23Q: 3 clusters Score -2681042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2681048.250000 Penalty: 4928.281250
	Iteration 24Q: 3 clusters Score -2681048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2681047.000000 Penalty: 4928.281250
	Iteration 25Q: 3 clusters Score -2681047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2681050.500000 Penalty: 4928.281250
	Iteration 26Q: 3 clusters Score -2681050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2681055.750000 Penalty: 4928.281250
	Iteration 27Q: 3 clusters Score -2681056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2681060.500000 Penalty: 4928.281250
	Iteration 28Q: 3 clusters Score -2681060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2681061.250000 Penalty: 4928.281250
	Iteration 29Q: 3 clusters Score -2681061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2681065.500000 Penalty: 4928.281250
	Iteration 30Q: 3 clusters Score -2681066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2681065.500000 Penalty: 4928.281250
	Iteration 31Q: 3 clusters Score -2681066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2681065.500000 Penalty: 4928.281250
	Iteration 32F: 3 clusters Score -2681066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Entering Unmasked Estep 
Score: -1337936.875000 Penalty: 2290.843994
	Iteration 0F: 2 clusters Score -1337937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1330083.875000 Penalty: 4581.687988
	Iteration 0F: 3 clusters Score -1330084 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1332365.250000 Penalty: 4581.687988
	Iteration 1F: 3 clusters Score -1332365 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1332647.500000 Penalty: 4581.687988
	Iteration 2F: 3 clusters Score -1332648 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1332828.000000 Penalty: 4581.687988
	Iteration 3Q: 3 clusters Score -1332828 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1332982.875000 Penalty: 4581.687988
	Iteration 4Q: 3 clusters Score -1332983 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1333106.500000 Penalty: 4581.687988
	Iteration 5Q: 3 clusters Score -1333106 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1333227.875000 Penalty: 4581.687988
	Iteration 6Q: 3 clusters Score -1333228 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1333341.625000 Penalty: 4581.687988
	Iteration 7Q: 3 clusters Score -1333342 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1333448.000000 Penalty: 4581.687988
	Iteration 8Q: 3 clusters Score -1333448 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1333546.625000 Penalty: 4581.687988
	Iteration 9Q: 3 clusters Score -1333547 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1333656.000000 Penalty: 4581.687988
	Iteration 10Q: 3 clusters Score -1333656 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1333795.375000 Penalty: 4581.687988
	Iteration 11Q: 3 clusters Score -1333795 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1333968.000000 Penalty: 4581.687988
	Iteration 12Q: 3 clusters Score -1333968 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1334182.625000 Penalty: 4581.687988
	Iteration 13Q: 3 clusters Score -1334183 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1334428.000000 Penalty: 4581.687988
	Iteration 14Q: 3 clusters Score -1334428 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1334715.125000 Penalty: 4581.687988
	Iteration 15Q: 3 clusters Score -1334715 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1335019.000000 Penalty: 4581.687988
	Iteration 16Q: 3 clusters Score -1335019 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1335284.250000 Penalty: 4581.687988
	Iteration 17Q: 3 clusters Score -1335284 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1335526.375000 Penalty: 4581.687988
	Iteration 18Q: 3 clusters Score -1335526 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1335708.750000 Penalty: 4581.687988
	Iteration 19Q: 3 clusters Score -1335709 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1335848.875000 Penalty: 4581.687988
	Iteration 20F: 3 clusters Score -1335849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1335933.500000 Penalty: 4581.687988
	Iteration 21Q: 3 clusters Score -1335934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1335985.500000 Penalty: 4581.687988
	Iteration 22Q: 3 clusters Score -1335986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1336029.875000 Penalty: 4581.687988
	Iteration 23Q: 3 clusters Score -1336030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1336064.375000 Penalty: 4581.687988
	Iteration 24Q: 3 clusters Score -1336064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1336090.750000 Penalty: 4581.687988
	Iteration 25Q: 3 clusters Score -1336091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1336107.125000 Penalty: 4581.687988
	Iteration 26Q: 3 clusters Score -1336107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1336123.000000 Penalty: 4581.687988
	Iteration 27Q: 3 clusters Score -1336123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1336140.875000 Penalty: 4581.687988
	Iteration 28Q: 3 clusters Score -1336141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1336144.125000 Penalty: 4581.687988
	Iteration 29Q: 3 clusters Score -1336144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1336147.375000 Penalty: 4581.687988
	Iteration 30Q: 3 clusters Score -1336147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1336146.000000 Penalty: 4581.687988
	Iteration 31Q: 3 clusters Score -1336146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1336152.125000 Penalty: 4581.687988
	Iteration 32Q: 3 clusters Score -1336152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1336152.250000 Penalty: 4581.687988
	Iteration 33Q: 3 clusters Score -1336152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1336153.250000 Penalty: 4581.687988
	Iteration 34Q: 3 clusters Score -1336153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1336153.250000 Penalty: 4581.687988
	Iteration 35F: 3 clusters Score -1336153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 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 457 members 
Entering Unmasked Estep 
Score: -117456.148438 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117456.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117705.921875 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117705.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117795.101562 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -117795.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117859.906250 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117859.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117916.765625 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117940.421875 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117968.703125 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117984.460938 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118000.718750 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -118000.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118021.765625 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -118021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118047.601562 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -118047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118078.664062 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -118078.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118128.632812 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -118128.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118184.367188 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -118184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118241.914062 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -118241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118307.507812 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -118307.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118395.367188 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -118395.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118488.265625 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -118488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118624.468750 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -118624.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118727.710938 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -118727.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118786.234375 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -118786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118843.750000 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -118843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118858.632812 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -118858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118879.937500 Penalty: 3411.649902
	Iteration 23Q: 3 clusters Score -118879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118892.320312 Penalty: 3411.649902
	Iteration 24Q: 3 clusters Score -118892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118911.578125 Penalty: 3411.649902
	Iteration 25Q: 3 clusters Score -118911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118919.546875 Penalty: 3411.649902
	Iteration 26Q: 3 clusters Score -118919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118931.960938 Penalty: 3411.649902
	Iteration 27Q: 3 clusters Score -118932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118946.453125 Penalty: 3411.649902
	Iteration 28Q: 3 clusters Score -118946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -118971.554688 Penalty: 3411.649902
	Iteration 29Q: 3 clusters Score -118971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -118986.945312 Penalty: 3411.649902
	Iteration 30Q: 3 clusters Score -118986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -119013.632812 Penalty: 3411.649902
	Iteration 31Q: 3 clusters Score -119013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119027.835938 Penalty: 3411.649902
	Iteration 32Q: 3 clusters Score -119027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -119040.164062 Penalty: 3411.649902
	Iteration 33Q: 3 clusters Score -119040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -119052.429688 Penalty: 3411.649902
	Iteration 34Q: 3 clusters Score -119052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119060.281250 Penalty: 3411.649902
	Iteration 35Q: 3 clusters Score -119060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -119062.078125 Penalty: 3411.649902
	Iteration 36Q: 3 clusters Score -119062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -119062.078125 Penalty: 3411.649902
	Iteration 37F: 3 clusters Score -119062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -245364.937500 Penalty: 1880.013550
	Iteration 0F: 2 clusters Score -245364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242742.593750 Penalty: 3760.027100
	Iteration 0F: 3 clusters Score -242742.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243160.765625 Penalty: 3760.027100
	Iteration 1F: 3 clusters Score -243160.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243275.296875 Penalty: 3760.027100
	Iteration 2F: 3 clusters Score -243275.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -243347.000000 Penalty: 3760.027100
	Iteration 3Q: 3 clusters Score -243347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243383.437500 Penalty: 3760.027100
	Iteration 4Q: 3 clusters Score -243383.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -243405.328125 Penalty: 3760.027100
	Iteration 5Q: 3 clusters Score -243405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243420.234375 Penalty: 3760.027100
	Iteration 6Q: 3 clusters Score -243420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243434.921875 Penalty: 3760.027100
	Iteration 7Q: 3 clusters Score -243434.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243450.890625 Penalty: 3760.027100
	Iteration 8Q: 3 clusters Score -243450.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243458.515625 Penalty: 3760.027100
	Iteration 9Q: 3 clusters Score -243458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243468.218750 Penalty: 3760.027100
	Iteration 10Q: 3 clusters Score -243468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -243473.796875 Penalty: 3760.027100
	Iteration 11Q: 3 clusters Score -243473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243478.562500 Penalty: 3760.027100
	Iteration 12Q: 3 clusters Score -243478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243480.218750 Penalty: 3760.027100
	Iteration 13Q: 3 clusters Score -243480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -243481.859375 Penalty: 3760.027100
	Iteration 14Q: 3 clusters Score -243481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -243483.609375 Penalty: 3760.027100
	Iteration 15Q: 3 clusters Score -243483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243486.375000 Penalty: 3760.027100
	Iteration 16Q: 3 clusters Score -243486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -243490.328125 Penalty: 3760.027100
	Iteration 17Q: 3 clusters Score -243490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -243496.000000 Penalty: 3760.027100
	Iteration 18Q: 3 clusters Score -243496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243499.375000 Penalty: 3760.027100
	Iteration 19Q: 3 clusters Score -243499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -243502.156250 Penalty: 3760.027100
	Iteration 20F: 3 clusters Score -243502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -243505.390625 Penalty: 3760.027100
	Iteration 21Q: 3 clusters Score -243505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243510.218750 Penalty: 3760.027100
	Iteration 22Q: 3 clusters Score -243510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243511.890625 Penalty: 3760.027100
	Iteration 23Q: 3 clusters Score -243511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243514.546875 Penalty: 3760.027100
	Iteration 24Q: 3 clusters Score -243514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -243515.203125 Penalty: 3760.027100
	Iteration 25Q: 3 clusters Score -243515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243516.500000 Penalty: 3760.027100
	Iteration 26Q: 3 clusters Score -243516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243519.937500 Penalty: 3760.027100
	Iteration 27Q: 3 clusters Score -243519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243522.765625 Penalty: 3760.027100
	Iteration 28Q: 3 clusters Score -243522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243524.937500 Penalty: 3760.027100
	Iteration 29Q: 3 clusters Score -243524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243527.437500 Penalty: 3760.027100
	Iteration 30Q: 3 clusters Score -243527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -243531.562500 Penalty: 3760.027100
	Iteration 31Q: 3 clusters Score -243531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -243534.750000 Penalty: 3760.027100
	Iteration 32Q: 3 clusters Score -243534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243537.718750 Penalty: 3760.027100
	Iteration 33Q: 3 clusters Score -243537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243538.718750 Penalty: 3760.027100
	Iteration 34Q: 3 clusters Score -243538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243540.890625 Penalty: 3760.027100
	Iteration 35Q: 3 clusters Score -243540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243541.640625 Penalty: 3760.027100
	Iteration 36Q: 3 clusters Score -243541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -243542.171875 Penalty: 3760.027100
	Iteration 37Q: 3 clusters Score -243542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243542.453125 Penalty: 3760.027100
	Iteration 38Q: 3 clusters Score -243542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243542.453125 Penalty: 3760.027100
	Iteration 39F: 3 clusters Score -243542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 185324 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28624 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52672 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26592 members 
Mstep: Class 18 contains 169636 members 
Mstep: Class 19 contains 205516 members 
Mstep: Class 20 contains 39830 members 
Mstep: Class 21 contains 20662 members 
Mstep: Class 22 contains 10273 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067760.000000 Penalty: 81763.039062
Iteration 239Q: 25 clusters Score -1.160678e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185261 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28428 members 
Mstep: Class 10 contains 19421 members 
Mstep: Class 11 contains 10692 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52675 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26680 members 
Mstep: Class 18 contains 169626 members 
Mstep: Class 19 contains 205812 members 
Mstep: Class 20 contains 39823 members 
Mstep: Class 21 contains 20667 members 
Mstep: Class 22 contains 10274 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067688.000000 Penalty: 81763.039062
Iteration 240F: 25 clusters Score -1.160677e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185206 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28231 members 
Mstep: Class 10 contains 19119 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52683 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26754 members 
Mstep: Class 18 contains 169621 members 
Mstep: Class 19 contains 206109 members 
Mstep: Class 20 contains 39823 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067784.000000 Penalty: 81763.039062
Iteration 241Q: 25 clusters Score -1.160678e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185156 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 28057 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52686 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26819 members 
Mstep: Class 18 contains 169618 members 
Mstep: Class 19 contains 206391 members 
Mstep: Class 20 contains 39830 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10290 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067488.000000 Penalty: 81763.039062
Iteration 242Q: 25 clusters Score -1.160675e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185098 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27868 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 10734 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52690 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 169612 members 
Mstep: Class 19 contains 206674 members 
Mstep: Class 20 contains 39826 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067360.000000 Penalty: 81763.039062
Iteration 243Q: 25 clusters Score -1.160674e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 185012 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27679 members 
Mstep: Class 10 contains 18330 members 
Mstep: Class 11 contains 10741 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52693 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 26944 members 
Mstep: Class 18 contains 169614 members 
Mstep: Class 19 contains 206941 members 
Mstep: Class 20 contains 39826 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10300 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067056.000000 Penalty: 81763.039062
Iteration 244Q: 25 clusters Score -1.160671e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119049 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184954 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27507 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 10745 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52699 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27011 members 
Mstep: Class 18 contains 169608 members 
Mstep: Class 19 contains 207193 members 
Mstep: Class 20 contains 39825 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 10301 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067136.000000 Penalty: 81763.039062
Iteration 245Q: 25 clusters Score -1.160671e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184895 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27327 members 
Mstep: Class 10 contains 17888 members 
Mstep: Class 11 contains 10756 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52696 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 169612 members 
Mstep: Class 19 contains 207433 members 
Mstep: Class 20 contains 39825 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067032.000000 Penalty: 81763.039062
Iteration 246Q: 25 clusters Score -1.16067e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184844 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 27136 members 
Mstep: Class 10 contains 17697 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52699 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27139 members 
Mstep: Class 18 contains 169611 members 
Mstep: Class 19 contains 207691 members 
Mstep: Class 20 contains 39824 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10311 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066664.000000 Penalty: 81763.039062
Iteration 247Q: 25 clusters Score -1.160667e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184804 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26983 members 
Mstep: Class 10 contains 17516 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52698 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27186 members 
Mstep: Class 18 contains 169594 members 
Mstep: Class 19 contains 207915 members 
Mstep: Class 20 contains 39817 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066576.000000 Penalty: 81763.039062
Iteration 248Q: 25 clusters Score -1.160666e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184745 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26830 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 10756 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52706 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27233 members 
Mstep: Class 18 contains 169584 members 
Mstep: Class 19 contains 208152 members 
Mstep: Class 20 contains 39816 members 
Mstep: Class 21 contains 20698 members 
Mstep: Class 22 contains 10317 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066552.000000 Penalty: 81763.039062
Iteration 249Q: 25 clusters Score -1.160666e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 184689 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26681 members 
Mstep: Class 10 contains 17099 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52710 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27276 members 
Mstep: Class 18 contains 169577 members 
Mstep: Class 19 contains 208381 members 
Mstep: Class 20 contains 39817 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 10321 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066336.000000 Penalty: 81763.039062
Iteration 250Q: 25 clusters Score -1.160663e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184641 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 16903 members 
Mstep: Class 11 contains 10765 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52718 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27321 members 
Mstep: Class 18 contains 169564 members 
Mstep: Class 19 contains 208599 members 
Mstep: Class 20 contains 39804 members 
Mstep: Class 21 contains 20703 members 
Mstep: Class 22 contains 10321 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066080.000000 Penalty: 81763.039062
Iteration 251Q: 25 clusters Score -1.160661e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184604 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26426 members 
Mstep: Class 10 contains 16736 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52720 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27377 members 
Mstep: Class 18 contains 169524 members 
Mstep: Class 19 contains 208792 members 
Mstep: Class 20 contains 39805 members 
Mstep: Class 21 contains 20705 members 
Mstep: Class 22 contains 10321 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066008.000000 Penalty: 81763.039062
Iteration 252Q: 25 clusters Score -1.16066e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184548 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26321 members 
Mstep: Class 10 contains 16581 members 
Mstep: Class 11 contains 10772 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52719 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27413 members 
Mstep: Class 18 contains 169483 members 
Mstep: Class 19 contains 208974 members 
Mstep: Class 20 contains 39811 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065880.000000 Penalty: 81763.039062
Iteration 253Q: 25 clusters Score -1.160659e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184495 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26212 members 
Mstep: Class 10 contains 16441 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52719 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27437 members 
Mstep: Class 18 contains 169429 members 
Mstep: Class 19 contains 209158 members 
Mstep: Class 20 contains 39806 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 10324 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065808.000000 Penalty: 81763.039062
Iteration 254Q: 25 clusters Score -1.160658e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184458 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 26108 members 
Mstep: Class 10 contains 16326 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52724 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27462 members 
Mstep: Class 18 contains 169386 members 
Mstep: Class 19 contains 209311 members 
Mstep: Class 20 contains 39799 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 10324 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065720.000000 Penalty: 81763.039062
Iteration 255Q: 25 clusters Score -1.160657e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120369 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 184398 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25999 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52730 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 169358 members 
Mstep: Class 19 contains 209477 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 10319 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065832.000000 Penalty: 81763.039062
Iteration 256Q: 25 clusters Score -1.160658e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120498 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 184348 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25892 members 
Mstep: Class 10 contains 16114 members 
Mstep: Class 11 contains 10779 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52731 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27506 members 
Mstep: Class 18 contains 169309 members 
Mstep: Class 19 contains 209617 members 
Mstep: Class 20 contains 39794 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 10317 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065816.000000 Penalty: 81763.039062
Iteration 257Q: 25 clusters Score -1.160658e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 184283 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25806 members 
Mstep: Class 10 contains 16030 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52730 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27528 members 
Mstep: Class 18 contains 169288 members 
Mstep: Class 19 contains 209733 members 
Mstep: Class 20 contains 39792 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 10320 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065832.000000 Penalty: 81763.039062
Iteration 258Q: 25 clusters Score -1.160658e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 184189 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 15938 members 
Mstep: Class 11 contains 10783 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52735 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27556 members 
Mstep: Class 18 contains 169267 members 
Mstep: Class 19 contains 209841 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065760.000000 Penalty: 81763.039062
Iteration 259Q: 25 clusters Score -1.160658e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 184094 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25683 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52741 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27571 members 
Mstep: Class 18 contains 169256 members 
Mstep: Class 19 contains 209946 members 
Mstep: Class 20 contains 39789 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065680.000000 Penalty: 81763.039062
Iteration 260F: 25 clusters Score -1.160657e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 183988 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25617 members 
Mstep: Class 10 contains 15752 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 52768 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27595 members 
Mstep: Class 18 contains 169234 members 
Mstep: Class 19 contains 210046 members 
Mstep: Class 20 contains 39796 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 10333 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065552.000000 Penalty: 81763.039062
Iteration 261Q: 25 clusters Score -1.160656e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183915 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25551 members 
Mstep: Class 10 contains 15660 members 
Mstep: Class 11 contains 10783 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 52792 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27617 members 
Mstep: Class 18 contains 169225 members 
Mstep: Class 19 contains 210123 members 
Mstep: Class 20 contains 39799 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 10333 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065408.000000 Penalty: 81763.039062
Iteration 262Q: 25 clusters Score -1.160654e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183845 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25486 members 
Mstep: Class 10 contains 15566 members 
Mstep: Class 11 contains 10788 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52802 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27634 members 
Mstep: Class 18 contains 169208 members 
Mstep: Class 19 contains 210207 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065296.000000 Penalty: 81763.039062
Iteration 263Q: 25 clusters Score -1.160653e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121315 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183751 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25431 members 
Mstep: Class 10 contains 15485 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52816 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27654 members 
Mstep: Class 18 contains 169193 members 
Mstep: Class 19 contains 210292 members 
Mstep: Class 20 contains 39803 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065296.000000 Penalty: 81763.039062
Iteration 264Q: 25 clusters Score -1.160653e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121418 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183661 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25387 members 
Mstep: Class 10 contains 15426 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52830 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27675 members 
Mstep: Class 18 contains 169200 members 
Mstep: Class 19 contains 210350 members 
Mstep: Class 20 contains 39798 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10335 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065392.000000 Penalty: 81763.039062
Iteration 265Q: 25 clusters Score -1.160654e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121504 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183587 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25335 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52841 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27693 members 
Mstep: Class 18 contains 169196 members 
Mstep: Class 19 contains 210412 members 
Mstep: Class 20 contains 39797 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10335 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065320.000000 Penalty: 81763.039062
Iteration 266Q: 25 clusters Score -1.160653e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121576 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183529 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25281 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 10794 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52856 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27707 members 
Mstep: Class 18 contains 169176 members 
Mstep: Class 19 contains 210479 members 
Mstep: Class 20 contains 39794 members 
Mstep: Class 21 contains 20718 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065200.000000 Penalty: 81763.039062
Iteration 267Q: 25 clusters Score -1.160652e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183485 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25233 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52869 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27717 members 
Mstep: Class 18 contains 169156 members 
Mstep: Class 19 contains 210531 members 
Mstep: Class 20 contains 39788 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 10336 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065056.000000 Penalty: 81763.039062
Iteration 268Q: 25 clusters Score -1.160651e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121726 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183433 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25193 members 
Mstep: Class 10 contains 15245 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52873 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27731 members 
Mstep: Class 18 contains 169127 members 
Mstep: Class 19 contains 210586 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20714 members 
Mstep: Class 22 contains 10340 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065096.000000 Penalty: 81763.039062
Iteration 269Q: 25 clusters Score -1.160651e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183379 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25156 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27747 members 
Mstep: Class 18 contains 169097 members 
Mstep: Class 19 contains 210621 members 
Mstep: Class 20 contains 39786 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10344 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 25 clusters Score -1.160651e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183338 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25126 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 52891 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27759 members 
Mstep: Class 18 contains 169055 members 
Mstep: Class 19 contains 210668 members 
Mstep: Class 20 contains 39787 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 10346 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065112.000000 Penalty: 81763.039062
Iteration 271Q: 25 clusters Score -1.160651e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183284 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25093 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 10795 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 52896 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27772 members 
Mstep: Class 18 contains 169023 members 
Mstep: Class 19 contains 210720 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20717 members 
Mstep: Class 22 contains 10345 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065048.000000 Penalty: 81763.039062
Iteration 272Q: 25 clusters Score -1.16065e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122047 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183239 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25071 members 
Mstep: Class 10 contains 15085 members 
Mstep: Class 11 contains 10799 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52904 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27787 members 
Mstep: Class 18 contains 168989 members 
Mstep: Class 19 contains 210767 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20717 members 
Mstep: Class 22 contains 10345 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064992.000000 Penalty: 81763.039062
Iteration 273Q: 25 clusters Score -1.16065e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183194 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25051 members 
Mstep: Class 10 contains 15047 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52914 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27800 members 
Mstep: Class 18 contains 168958 members 
Mstep: Class 19 contains 210795 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 10347 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065048.000000 Penalty: 81763.039062
Iteration 274Q: 25 clusters Score -1.16065e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122202 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183165 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25032 members 
Mstep: Class 10 contains 15010 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52920 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27815 members 
Mstep: Class 18 contains 168920 members 
Mstep: Class 19 contains 210828 members 
Mstep: Class 20 contains 39780 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10348 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064968.000000 Penalty: 81763.039062
Iteration 275Q: 25 clusters Score -1.16065e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 183130 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 25014 members 
Mstep: Class 10 contains 14969 members 
Mstep: Class 11 contains 10806 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52927 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27822 members 
Mstep: Class 18 contains 168898 members 
Mstep: Class 19 contains 210866 members 
Mstep: Class 20 contains 39777 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064776.000000 Penalty: 81763.039062
Iteration 276Q: 25 clusters Score -1.160648e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122319 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183100 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24994 members 
Mstep: Class 10 contains 14933 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52939 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27829 members 
Mstep: Class 18 contains 168882 members 
Mstep: Class 19 contains 210902 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064760.000000 Penalty: 81763.039062
Iteration 277Q: 25 clusters Score -1.160648e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122352 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183072 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24969 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 10808 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52958 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27837 members 
Mstep: Class 18 contains 168863 members 
Mstep: Class 19 contains 210940 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064784.000000 Penalty: 81763.039062
Iteration 278Q: 25 clusters Score -1.160648e+08 nChanged 207
Entering ConstructFrom: 
Score: -116064784.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (122379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Entering Unmasked Estep 
Score: -15661285.000000 Penalty: 2905.289795
	Iteration 0F: 2 clusters Score -1.566128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -15579837.000000 Penalty: 5810.579590
	Iteration 0F: 3 clusters Score -1.557984e+07 nChanged 58067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -15613024.000000 Penalty: 5810.579590
	Iteration 1F: 3 clusters Score -1.561302e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -15614021.000000 Penalty: 5810.579590
	Iteration 2Q: 3 clusters Score -1.561402e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -15615384.000000 Penalty: 5810.579590
	Iteration 3Q: 3 clusters Score -1.561538e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -15617373.000000 Penalty: 5810.579590
	Iteration 4Q: 3 clusters Score -1.561737e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -15620319.000000 Penalty: 5810.579590
	Iteration 5Q: 3 clusters Score -1.562032e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -15624856.000000 Penalty: 5810.579590
	Iteration 6F: 3 clusters Score -1.562486e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -15631256.000000 Penalty: 5810.579590
	Iteration 7F: 3 clusters Score -1.563126e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -15638618.000000 Penalty: 5810.579590
	Iteration 8F: 3 clusters Score -1.563862e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -15644720.000000 Penalty: 5810.579590
	Iteration 9F: 3 clusters Score -1.564472e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -15648565.000000 Penalty: 5810.579590
	Iteration 10Q: 3 clusters Score -1.564856e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -15650928.000000 Penalty: 5810.579590
	Iteration 11Q: 3 clusters Score -1.565093e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -15652471.000000 Penalty: 5810.579590
	Iteration 12Q: 3 clusters Score -1.565247e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -15653666.000000 Penalty: 5810.579590
	Iteration 13Q: 3 clusters Score -1.565367e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -15654809.000000 Penalty: 5810.579590
	Iteration 14Q: 3 clusters Score -1.565481e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -15655734.000000 Penalty: 5810.579590
	Iteration 15Q: 3 clusters Score -1.565573e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -15656403.000000 Penalty: 5810.579590
	Iteration 16Q: 3 clusters Score -1.56564e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -15656896.000000 Penalty: 5810.579590
	Iteration 17Q: 3 clusters Score -1.56569e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -15657265.000000 Penalty: 5810.579590
	Iteration 18Q: 3 clusters Score -1.565726e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -15657589.000000 Penalty: 5810.579590
	Iteration 19Q: 3 clusters Score -1.565759e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -15657883.000000 Penalty: 5810.579590
	Iteration 20F: 3 clusters Score -1.565788e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -15658100.000000 Penalty: 5810.579590
	Iteration 21Q: 3 clusters Score -1.56581e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -15658259.000000 Penalty: 5810.579590
	Iteration 22Q: 3 clusters Score -1.565826e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -15658319.000000 Penalty: 5810.579590
	Iteration 23Q: 3 clusters Score -1.565832e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -15658476.000000 Penalty: 5810.579590
	Iteration 24Q: 3 clusters Score -1.565848e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -15658538.000000 Penalty: 5810.579590
	Iteration 25Q: 3 clusters Score -1.565854e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -15658670.000000 Penalty: 5810.579590
	Iteration 26Q: 3 clusters Score -1.565867e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -15658759.000000 Penalty: 5810.579590
	Iteration 27Q: 3 clusters Score -1.565876e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15658816.000000 Penalty: 5810.579590
	Iteration 28Q: 3 clusters Score -1.565882e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -15658861.000000 Penalty: 5810.579590
	Iteration 29Q: 3 clusters Score -1.565886e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -15658876.000000 Penalty: 5810.579590
	Iteration 30Q: 3 clusters Score -1.565888e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -15658918.000000 Penalty: 5810.579590
	Iteration 31Q: 3 clusters Score -1.565892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -15658953.000000 Penalty: 5810.579590
	Iteration 32Q: 3 clusters Score -1.565895e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -15658956.000000 Penalty: 5810.579590
	Iteration 33Q: 3 clusters Score -1.565896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -15658984.000000 Penalty: 5810.579590
	Iteration 34Q: 3 clusters Score -1.565898e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119241 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -15659047.000000 Penalty: 5810.579590
	Iteration 35Q: 3 clusters Score -1.565905e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -15659088.000000 Penalty: 5810.579590
	Iteration 36Q: 3 clusters Score -1.565909e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -15659106.000000 Penalty: 5810.579590
	Iteration 37Q: 3 clusters Score -1.565911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -15659067.000000 Penalty: 5810.579590
	Iteration 38Q: 3 clusters Score -1.565907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -15659088.000000 Penalty: 5810.579590
	Iteration 39Q: 3 clusters Score -1.565909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -15659068.000000 Penalty: 5810.579590
	Iteration 40F: 3 clusters Score -1.565907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -15659065.000000 Penalty: 5810.579590
	Iteration 41Q: 3 clusters Score -1.565906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119589 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15659099.000000 Penalty: 5810.579590
	Iteration 42Q: 3 clusters Score -1.56591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15659093.000000 Penalty: 5810.579590
	Iteration 43Q: 3 clusters Score -1.565909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -15659089.000000 Penalty: 5810.579590
	Iteration 44Q: 3 clusters Score -1.565909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -15659106.000000 Penalty: 5810.579590
	Iteration 45Q: 3 clusters Score -1.565911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119644 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -15659106.000000 Penalty: 5810.579590
	Iteration 46Q: 3 clusters Score -1.565911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15659112.000000 Penalty: 5810.579590
	Iteration 47Q: 3 clusters Score -1.565911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -15659116.000000 Penalty: 5810.579590
	Iteration 48Q: 3 clusters Score -1.565912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15659115.000000 Penalty: 5810.579590
	Iteration 49Q: 3 clusters Score -1.565912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119685 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15659112.000000 Penalty: 5810.579590
	Iteration 50Q: 3 clusters Score -1.565911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119696 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15659106.000000 Penalty: 5810.579590
	Iteration 51Q: 3 clusters Score -1.565911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -15659106.000000 Penalty: 5810.579590
	Iteration 52Q: 3 clusters Score -1.565911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15659111.000000 Penalty: 5810.579590
	Iteration 53Q: 3 clusters Score -1.565911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15659121.000000 Penalty: 5810.579590
	Iteration 54Q: 3 clusters Score -1.565912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15659116.000000 Penalty: 5810.579590
	Iteration 55Q: 3 clusters Score -1.565912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119770 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -15659121.000000 Penalty: 5810.579590
	Iteration 56Q: 3 clusters Score -1.565912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -15659117.000000 Penalty: 5810.579590
	Iteration 57Q: 3 clusters Score -1.565912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119808 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -15659135.000000 Penalty: 5810.579590
	Iteration 58Q: 3 clusters Score -1.565914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -15659144.000000 Penalty: 5810.579590
	Iteration 59Q: 3 clusters Score -1.565914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119840 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15659139.000000 Penalty: 5810.579590
	Iteration 60F: 3 clusters Score -1.565914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119851 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15659158.000000 Penalty: 5810.579590
	Iteration 61Q: 3 clusters Score -1.565916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -15659134.000000 Penalty: 5810.579590
	Iteration 62Q: 3 clusters Score -1.565913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15659137.000000 Penalty: 5810.579590
	Iteration 63Q: 3 clusters Score -1.565914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -15659118.000000 Penalty: 5810.579590
	Iteration 64Q: 3 clusters Score -1.565912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15659126.000000 Penalty: 5810.579590
	Iteration 65Q: 3 clusters Score -1.565913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -15659135.000000 Penalty: 5810.579590
	Iteration 66Q: 3 clusters Score -1.565914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -15659154.000000 Penalty: 5810.579590
	Iteration 67Q: 3 clusters Score -1.565915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -15659137.000000 Penalty: 5810.579590
	Iteration 68Q: 3 clusters Score -1.565914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119986 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15659155.000000 Penalty: 5810.579590
	Iteration 69Q: 3 clusters Score -1.565916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120006 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15659148.000000 Penalty: 5810.579590
	Iteration 70Q: 3 clusters Score -1.565915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120029 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -15659155.000000 Penalty: 5810.579590
	Iteration 71Q: 3 clusters Score -1.565916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15659165.000000 Penalty: 5810.579590
	Iteration 72Q: 3 clusters Score -1.565916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -15659185.000000 Penalty: 5810.579590
	Iteration 73Q: 3 clusters Score -1.565918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120075 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -15659181.000000 Penalty: 5810.579590
	Iteration 74Q: 3 clusters Score -1.565918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15659183.000000 Penalty: 5810.579590
	Iteration 75Q: 3 clusters Score -1.565918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15659173.000000 Penalty: 5810.579590
	Iteration 76Q: 3 clusters Score -1.565917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -15659173.000000 Penalty: 5810.579590
	Iteration 77Q: 3 clusters Score -1.565917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120105 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15659176.000000 Penalty: 5810.579590
	Iteration 78Q: 3 clusters Score -1.565918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120113 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15659185.000000 Penalty: 5810.579590
	Iteration 79Q: 3 clusters Score -1.565918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15659192.000000 Penalty: 5810.579590
	Iteration 80F: 3 clusters Score -1.565919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -15659189.000000 Penalty: 5810.579590
	Iteration 81Q: 3 clusters Score -1.565919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15659185.000000 Penalty: 5810.579590
	Iteration 82Q: 3 clusters Score -1.565918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15659195.000000 Penalty: 5810.579590
	Iteration 83Q: 3 clusters Score -1.56592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15659194.000000 Penalty: 5810.579590
	Iteration 84Q: 3 clusters Score -1.565919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15659193.000000 Penalty: 5810.579590
	Iteration 85Q: 3 clusters Score -1.565919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -15659197.000000 Penalty: 5810.579590
	Iteration 86Q: 3 clusters Score -1.56592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -15659192.000000 Penalty: 5810.579590
	Iteration 87Q: 3 clusters Score -1.565919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15659202.000000 Penalty: 5810.579590
	Iteration 88Q: 3 clusters Score -1.56592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120140 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -15659186.000000 Penalty: 5810.579590
	Iteration 89Q: 3 clusters Score -1.565919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -15659187.000000 Penalty: 5810.579590
	Iteration 90Q: 3 clusters Score -1.565919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120145 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15659191.000000 Penalty: 5810.579590
	Iteration 91Q: 3 clusters Score -1.565919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120145 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15659191.000000 Penalty: 5810.579590
	Iteration 92F: 3 clusters Score -1.565919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -389689.093750 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -389689.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -386381.656250 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -386381.7 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -387051.625000 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -387051.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -387225.093750 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -387225.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -387324.187500 Penalty: 3983.567139
	Iteration 3Q: 3 clusters Score -387324.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -387400.000000 Penalty: 3983.567139
	Iteration 4Q: 3 clusters Score -387400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -387480.375000 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -387480.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -387547.250000 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -387547.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -387603.937500 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -387603.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -387669.843750 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -387669.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -387739.562500 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -387739.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -387788.531250 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -387788.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -387818.406250 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -387818.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -387849.125000 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -387849.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -387880.375000 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -387880.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -387908.031250 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -387908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -387929.625000 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -387929.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -387952.906250 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -387952.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -387970.593750 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -387970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -387984.718750 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -387984.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -387992.187500 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -387992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -388000.562500 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -388000.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -388006.500000 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -388006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -388010.156250 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -388010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -388012.281250 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -388012.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -388016.687500 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -388016.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -388020.656250 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -388020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -388028.687500 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -388028.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -388038.468750 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -388038.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -388046.000000 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -388046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -388054.812500 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -388054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -388061.843750 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -388061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -388069.968750 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -388070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -388079.718750 Penalty: 3983.567139
	Iteration 32Q: 3 clusters Score -388079.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -388089.562500 Penalty: 3983.567139
	Iteration 33Q: 3 clusters Score -388089.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -388094.125000 Penalty: 3983.567139
	Iteration 34Q: 3 clusters Score -388094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -388098.593750 Penalty: 3983.567139
	Iteration 35Q: 3 clusters Score -388098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -388101.906250 Penalty: 3983.567139
	Iteration 36Q: 3 clusters Score -388101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -388106.531250 Penalty: 3983.567139
	Iteration 37Q: 3 clusters Score -388106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -388109.125000 Penalty: 3983.567139
	Iteration 38Q: 3 clusters Score -388109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388112.281250 Penalty: 3983.567139
	Iteration 39Q: 3 clusters Score -388112.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -388119.875000 Penalty: 3983.567139
	Iteration 40F: 3 clusters Score -388119.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -388124.312500 Penalty: 3983.567139
	Iteration 41Q: 3 clusters Score -388124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -388131.000000 Penalty: 3983.567139
	Iteration 42Q: 3 clusters Score -388131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -388136.125000 Penalty: 3983.567139
	Iteration 43Q: 3 clusters Score -388136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -388141.562500 Penalty: 3983.567139
	Iteration 44Q: 3 clusters Score -388141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -388146.031250 Penalty: 3983.567139
	Iteration 45Q: 3 clusters Score -388146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -388148.031250 Penalty: 3983.567139
	Iteration 46Q: 3 clusters Score -388148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -388149.687500 Penalty: 3983.567139
	Iteration 47Q: 3 clusters Score -388149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -388150.500000 Penalty: 3983.567139
	Iteration 48Q: 3 clusters Score -388150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -388151.593750 Penalty: 3983.567139
	Iteration 49Q: 3 clusters Score -388151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -388154.562500 Penalty: 3983.567139
	Iteration 50Q: 3 clusters Score -388154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -388156.281250 Penalty: 3983.567139
	Iteration 51Q: 3 clusters Score -388156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -388157.906250 Penalty: 3983.567139
	Iteration 52Q: 3 clusters Score -388157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -388160.468750 Penalty: 3983.567139
	Iteration 53Q: 3 clusters Score -388160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -388162.437500 Penalty: 3983.567139
	Iteration 54Q: 3 clusters Score -388162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -388163.187500 Penalty: 3983.567139
	Iteration 55Q: 3 clusters Score -388163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -388164.250000 Penalty: 3983.567139
	Iteration 56Q: 3 clusters Score -388164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -388164.718750 Penalty: 3983.567139
	Iteration 57Q: 3 clusters Score -388164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -388165.500000 Penalty: 3983.567139
	Iteration 58Q: 3 clusters Score -388165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -388165.500000 Penalty: 3983.567139
	Iteration 59F: 3 clusters Score -388165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126785.445312 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126785.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127265.257812 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127265.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127435.984375 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127530.679688 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -127530.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127593.328125 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127593.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127628.687500 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127628.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -127658.460938 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127658.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -127689.351562 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127689.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -127713.343750 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -127713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -127726.984375 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -127727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -127736.039062 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -127736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -127739.773438 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -127739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127745.570312 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -127745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127748.335938 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -127748.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127752.570312 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -127752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127753.593750 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -127753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127754.914062 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -127754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127756.078125 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -127756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127757.375000 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -127757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127757.375000 Penalty: 3459.341553
	Iteration 19F: 3 clusters Score -127757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -293539.031250 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -293539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290685.593750 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -290685.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -291300.281250 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -291300.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -291577.687500 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -291577.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291761.156250 Penalty: 3869.084229
	Iteration 3F: 3 clusters Score -291761.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -291895.562500 Penalty: 3869.084229
	Iteration 4F: 3 clusters Score -291895.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -291986.875000 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -291986.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -292057.656250 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -292057.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -292129.093750 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -292129.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -292193.656250 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -292193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292228.031250 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -292228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292247.000000 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -292247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -292258.343750 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -292258.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292269.437500 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -292269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -292276.125000 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -292276.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292281.250000 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -292281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -292285.125000 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -292285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -292287.125000 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -292287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292288.593750 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -292288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -292290.468750 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -292290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292292.687500 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -292292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292295.218750 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -292295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292295.406250 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -292295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -292296.875000 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -292296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292297.406250 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -292297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -292297.406250 Penalty: 3869.084229
	Iteration 24F: 3 clusters Score -292297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (183049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Entering Unmasked Estep 
Score: -23348532.000000 Penalty: 3005.142090
	Iteration 0F: 2 clusters Score -2.334853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -23227172.000000 Penalty: 6010.284180
	Iteration 0F: 3 clusters Score -2.322717e+07 nChanged 87871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -23278056.000000 Penalty: 6010.284180
	Iteration 1F: 3 clusters Score -2.327806e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -23278670.000000 Penalty: 6010.284180
	Iteration 2Q: 3 clusters Score -2.327867e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -23279514.000000 Penalty: 6010.284180
	Iteration 3Q: 3 clusters Score -2.327951e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -23280570.000000 Penalty: 6010.284180
	Iteration 4Q: 3 clusters Score -2.328057e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -23281942.000000 Penalty: 6010.284180
	Iteration 5Q: 3 clusters Score -2.328194e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -23283956.000000 Penalty: 6010.284180
	Iteration 6Q: 3 clusters Score -2.328396e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -23286998.000000 Penalty: 6010.284180
	Iteration 7Q: 3 clusters Score -2.3287e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -23292312.000000 Penalty: 6010.284180
	Iteration 8Q: 3 clusters Score -2.329231e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -23301176.000000 Penalty: 6010.284180
	Iteration 9F: 3 clusters Score -2.330118e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -23312924.000000 Penalty: 6010.284180
	Iteration 10F: 3 clusters Score -2.331292e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -23321572.000000 Penalty: 6010.284180
	Iteration 11F: 3 clusters Score -2.332157e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -23325058.000000 Penalty: 6010.284180
	Iteration 12Q: 3 clusters Score -2.332506e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -23326456.000000 Penalty: 6010.284180
	Iteration 13Q: 3 clusters Score -2.332646e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -23327258.000000 Penalty: 6010.284180
	Iteration 14Q: 3 clusters Score -2.332726e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -23328198.000000 Penalty: 6010.284180
	Iteration 15Q: 3 clusters Score -2.33282e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -23329118.000000 Penalty: 6010.284180
	Iteration 16Q: 3 clusters Score -2.332912e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -23329862.000000 Penalty: 6010.284180
	Iteration 17Q: 3 clusters Score -2.332986e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -23330752.000000 Penalty: 6010.284180
	Iteration 18Q: 3 clusters Score -2.333075e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -23331698.000000 Penalty: 6010.284180
	Iteration 19Q: 3 clusters Score -2.33317e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 113418 members 
Entering Unmasked Estep 
Score: -23332434.000000 Penalty: 6010.284180
	Iteration 20F: 3 clusters Score -2.333243e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -23333232.000000 Penalty: 6010.284180
	Iteration 21Q: 3 clusters Score -2.333323e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -23333924.000000 Penalty: 6010.284180
	Iteration 22Q: 3 clusters Score -2.333392e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -23334470.000000 Penalty: 6010.284180
	Iteration 23Q: 3 clusters Score -2.333447e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -23334936.000000 Penalty: 6010.284180
	Iteration 24Q: 3 clusters Score -2.333494e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 120884 members 
Entering Unmasked Estep 
Score: -23335492.000000 Penalty: 6010.284180
	Iteration 25Q: 3 clusters Score -2.333549e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -23335948.000000 Penalty: 6010.284180
	Iteration 26Q: 3 clusters Score -2.333595e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -23336382.000000 Penalty: 6010.284180
	Iteration 27Q: 3 clusters Score -2.333638e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -23336692.000000 Penalty: 6010.284180
	Iteration 28Q: 3 clusters Score -2.333669e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -23337068.000000 Penalty: 6010.284180
	Iteration 29Q: 3 clusters Score -2.333707e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -23337324.000000 Penalty: 6010.284180
	Iteration 30Q: 3 clusters Score -2.333732e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 129020 members 
Entering Unmasked Estep 
Score: -23337746.000000 Penalty: 6010.284180
	Iteration 31Q: 3 clusters Score -2.333775e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -23338122.000000 Penalty: 6010.284180
	Iteration 32Q: 3 clusters Score -2.333812e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -23338476.000000 Penalty: 6010.284180
	Iteration 33Q: 3 clusters Score -2.333848e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -23338750.000000 Penalty: 6010.284180
	Iteration 34Q: 3 clusters Score -2.333875e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -23339096.000000 Penalty: 6010.284180
	Iteration 35Q: 3 clusters Score -2.33391e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
Score: -23339470.000000 Penalty: 6010.284180
	Iteration 36Q: 3 clusters Score -2.333947e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -23339996.000000 Penalty: 6010.284180
	Iteration 37Q: 3 clusters Score -2.334e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 138723 members 
Entering Unmasked Estep 
Score: -23340334.000000 Penalty: 6010.284180
	Iteration 38Q: 3 clusters Score -2.334033e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -23340868.000000 Penalty: 6010.284180
	Iteration 39Q: 3 clusters Score -2.334087e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 141634 members 
Entering Unmasked Estep 
Score: -23341280.000000 Penalty: 6010.284180
	Iteration 40F: 3 clusters Score -2.334128e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 142951 members 
Entering Unmasked Estep 
Score: -23341650.000000 Penalty: 6010.284180
	Iteration 41Q: 3 clusters Score -2.334165e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -23342060.000000 Penalty: 6010.284180
	Iteration 42Q: 3 clusters Score -2.334206e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 145576 members 
Entering Unmasked Estep 
Score: -23342380.000000 Penalty: 6010.284180
	Iteration 43Q: 3 clusters Score -2.334238e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 146871 members 
Entering Unmasked Estep 
Score: -23342724.000000 Penalty: 6010.284180
	Iteration 44Q: 3 clusters Score -2.334272e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -23343180.000000 Penalty: 6010.284180
	Iteration 45Q: 3 clusters Score -2.334318e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 149435 members 
Entering Unmasked Estep 
Score: -23343582.000000 Penalty: 6010.284180
	Iteration 46Q: 3 clusters Score -2.334358e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -23343754.000000 Penalty: 6010.284180
	Iteration 47Q: 3 clusters Score -2.334375e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 151779 members 
Entering Unmasked Estep 
Score: -23343976.000000 Penalty: 6010.284180
	Iteration 48Q: 3 clusters Score -2.334398e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 152845 members 
Entering Unmasked Estep 
Score: -23344234.000000 Penalty: 6010.284180
	Iteration 49Q: 3 clusters Score -2.334423e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -23344402.000000 Penalty: 6010.284180
	Iteration 50Q: 3 clusters Score -2.33444e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -23344580.000000 Penalty: 6010.284180
	Iteration 51Q: 3 clusters Score -2.334458e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -23344982.000000 Penalty: 6010.284180
	Iteration 52Q: 3 clusters Score -2.334498e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -23345238.000000 Penalty: 6010.284180
	Iteration 53Q: 3 clusters Score -2.334524e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -23345478.000000 Penalty: 6010.284180
	Iteration 54Q: 3 clusters Score -2.334548e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -23345800.000000 Penalty: 6010.284180
	Iteration 55Q: 3 clusters Score -2.33458e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -23345800.000000 Penalty: 6010.284180
	Iteration 56Q: 3 clusters Score -2.33458e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -23346000.000000 Penalty: 6010.284180
	Iteration 57Q: 3 clusters Score -2.3346e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -23346096.000000 Penalty: 6010.284180
	Iteration 58Q: 3 clusters Score -2.33461e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -23346278.000000 Penalty: 6010.284180
	Iteration 59Q: 3 clusters Score -2.334628e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 164830 members 
Entering Unmasked Estep 
Score: -23346374.000000 Penalty: 6010.284180
	Iteration 60F: 3 clusters Score -2.334637e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -23346354.000000 Penalty: 6010.284180
	Iteration 61Q: 3 clusters Score -2.334635e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -23346502.000000 Penalty: 6010.284180
	Iteration 62Q: 3 clusters Score -2.33465e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -23346706.000000 Penalty: 6010.284180
	Iteration 63Q: 3 clusters Score -2.334671e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -23346778.000000 Penalty: 6010.284180
	Iteration 64Q: 3 clusters Score -2.334678e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -23346838.000000 Penalty: 6010.284180
	Iteration 65Q: 3 clusters Score -2.334684e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 169493 members 
Entering Unmasked Estep 
Score: -23346840.000000 Penalty: 6010.284180
	Iteration 66Q: 3 clusters Score -2.334684e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -23346790.000000 Penalty: 6010.284180
	Iteration 67Q: 3 clusters Score -2.334679e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -23346734.000000 Penalty: 6010.284180
	Iteration 68Q: 3 clusters Score -2.334673e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 171188 members 
Entering Unmasked Estep 
Score: -23346730.000000 Penalty: 6010.284180
	Iteration 69Q: 3 clusters Score -2.334673e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -23346728.000000 Penalty: 6010.284180
	Iteration 70Q: 3 clusters Score -2.334673e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 172150 members 
Entering Unmasked Estep 
Score: -23346772.000000 Penalty: 6010.284180
	Iteration 71Q: 3 clusters Score -2.334677e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -23346782.000000 Penalty: 6010.284180
	Iteration 72Q: 3 clusters Score -2.334678e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 173017 members 
Entering Unmasked Estep 
Score: -23346792.000000 Penalty: 6010.284180
	Iteration 73Q: 3 clusters Score -2.334679e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -23346866.000000 Penalty: 6010.284180
	Iteration 74Q: 3 clusters Score -2.334687e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -23346918.000000 Penalty: 6010.284180
	Iteration 75Q: 3 clusters Score -2.334692e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -23346846.000000 Penalty: 6010.284180
	Iteration 76Q: 3 clusters Score -2.334685e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 174437 members 
Entering Unmasked Estep 
Score: -23346850.000000 Penalty: 6010.284180
	Iteration 77Q: 3 clusters Score -2.334685e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 174730 members 
Entering Unmasked Estep 
Score: -23346886.000000 Penalty: 6010.284180
	Iteration 78Q: 3 clusters Score -2.334689e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -23346854.000000 Penalty: 6010.284180
	Iteration 79Q: 3 clusters Score -2.334685e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 175258 members 
Entering Unmasked Estep 
Score: -23346836.000000 Penalty: 6010.284180
	Iteration 80F: 3 clusters Score -2.334684e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -23346788.000000 Penalty: 6010.284180
	Iteration 81Q: 3 clusters Score -2.334679e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 175759 members 
Entering Unmasked Estep 
Score: -23346802.000000 Penalty: 6010.284180
	Iteration 82Q: 3 clusters Score -2.33468e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -23346802.000000 Penalty: 6010.284180
	Iteration 83Q: 3 clusters Score -2.33468e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -23346752.000000 Penalty: 6010.284180
	Iteration 84Q: 3 clusters Score -2.334675e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -23346796.000000 Penalty: 6010.284180
	Iteration 85Q: 3 clusters Score -2.33468e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -23346792.000000 Penalty: 6010.284180
	Iteration 86Q: 3 clusters Score -2.334679e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 176719 members 
Entering Unmasked Estep 
Score: -23346784.000000 Penalty: 6010.284180
	Iteration 87Q: 3 clusters Score -2.334678e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -23346828.000000 Penalty: 6010.284180
	Iteration 88Q: 3 clusters Score -2.334683e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 177021 members 
Entering Unmasked Estep 
Score: -23346898.000000 Penalty: 6010.284180
	Iteration 89Q: 3 clusters Score -2.33469e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 177162 members 
Entering Unmasked Estep 
Score: -23346862.000000 Penalty: 6010.284180
	Iteration 90Q: 3 clusters Score -2.334686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 177284 members 
Entering Unmasked Estep 
Score: -23346856.000000 Penalty: 6010.284180
	Iteration 91Q: 3 clusters Score -2.334686e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -23346894.000000 Penalty: 6010.284180
	Iteration 92Q: 3 clusters Score -2.334689e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -23346910.000000 Penalty: 6010.284180
	Iteration 93Q: 3 clusters Score -2.334691e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 177657 members 
Entering Unmasked Estep 
Score: -23346910.000000 Penalty: 6010.284180
	Iteration 94Q: 3 clusters Score -2.334691e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -23346916.000000 Penalty: 6010.284180
	Iteration 95Q: 3 clusters Score -2.334692e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -23346934.000000 Penalty: 6010.284180
	Iteration 96Q: 3 clusters Score -2.334693e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -23346926.000000 Penalty: 6010.284180
	Iteration 97Q: 3 clusters Score -2.334693e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -23346938.000000 Penalty: 6010.284180
	Iteration 98Q: 3 clusters Score -2.334694e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -23346960.000000 Penalty: 6010.284180
	Iteration 99Q: 3 clusters Score -2.334696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 178078 members 
Entering Unmasked Estep 
Score: -23346950.000000 Penalty: 6010.284180
	Iteration 100F: 3 clusters Score -2.334695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 178135 members 
Entering Unmasked Estep 
Score: -23346936.000000 Penalty: 6010.284180
	Iteration 101Q: 3 clusters Score -2.334694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -23346932.000000 Penalty: 6010.284180
	Iteration 102Q: 3 clusters Score -2.334693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -23346936.000000 Penalty: 6010.284180
	Iteration 103Q: 3 clusters Score -2.334694e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -23346912.000000 Penalty: 6010.284180
	Iteration 104Q: 3 clusters Score -2.334691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 178340 members 
Entering Unmasked Estep 
Score: -23346914.000000 Penalty: 6010.284180
	Iteration 105Q: 3 clusters Score -2.334691e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -23346918.000000 Penalty: 6010.284180
	Iteration 106Q: 3 clusters Score -2.334692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 178434 members 
Entering Unmasked Estep 
Score: -23346932.000000 Penalty: 6010.284180
	Iteration 107Q: 3 clusters Score -2.334693e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -23346928.000000 Penalty: 6010.284180
	Iteration 108Q: 3 clusters Score -2.334693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -23346938.000000 Penalty: 6010.284180
	Iteration 109Q: 3 clusters Score -2.334694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -23346910.000000 Penalty: 6010.284180
	Iteration 110Q: 3 clusters Score -2.334691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 178548 members 
Entering Unmasked Estep 
Score: -23346902.000000 Penalty: 6010.284180
	Iteration 111Q: 3 clusters Score -2.33469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 178578 members 
Entering Unmasked Estep 
Score: -23346936.000000 Penalty: 6010.284180
	Iteration 112Q: 3 clusters Score -2.334694e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -23346912.000000 Penalty: 6010.284180
	Iteration 113Q: 3 clusters Score -2.334691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 178671 members 
Entering Unmasked Estep 
Score: -23346880.000000 Penalty: 6010.284180
	Iteration 114Q: 3 clusters Score -2.334688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 178707 members 
Entering Unmasked Estep 
Score: -23346876.000000 Penalty: 6010.284180
	Iteration 115Q: 3 clusters Score -2.334688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -23346868.000000 Penalty: 6010.284180
	Iteration 116Q: 3 clusters Score -2.334687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -23346870.000000 Penalty: 6010.284180
	Iteration 117Q: 3 clusters Score -2.334687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -23346864.000000 Penalty: 6010.284180
	Iteration 118Q: 3 clusters Score -2.334686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
Score: -23346860.000000 Penalty: 6010.284180
	Iteration 119Q: 3 clusters Score -2.334686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -23346838.000000 Penalty: 6010.284180
	Iteration 120F: 3 clusters Score -2.334684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -23346828.000000 Penalty: 6010.284180
	Iteration 121Q: 3 clusters Score -2.334683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -23346880.000000 Penalty: 6010.284180
	Iteration 122Q: 3 clusters Score -2.334688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 178940 members 
Entering Unmasked Estep 
Score: -23346866.000000 Penalty: 6010.284180
	Iteration 123Q: 3 clusters Score -2.334687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
Score: -23346856.000000 Penalty: 6010.284180
	Iteration 124Q: 3 clusters Score -2.334686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -23346862.000000 Penalty: 6010.284180
	Iteration 125Q: 3 clusters Score -2.334686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -23346822.000000 Penalty: 6010.284180
	Iteration 126Q: 3 clusters Score -2.334682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -23346850.000000 Penalty: 6010.284180
	Iteration 127Q: 3 clusters Score -2.334685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -23346822.000000 Penalty: 6010.284180
	Iteration 128Q: 3 clusters Score -2.334682e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -23346832.000000 Penalty: 6010.284180
	Iteration 129Q: 3 clusters Score -2.334683e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -23346816.000000 Penalty: 6010.284180
	Iteration 130Q: 3 clusters Score -2.334682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 179276 members 
Entering Unmasked Estep 
Score: -23346804.000000 Penalty: 6010.284180
	Iteration 131Q: 3 clusters Score -2.33468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 179312 members 
Entering Unmasked Estep 
Score: -23346784.000000 Penalty: 6010.284180
	Iteration 132Q: 3 clusters Score -2.334678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 179341 members 
Entering Unmasked Estep 
Score: -23346774.000000 Penalty: 6010.284180
	Iteration 133Q: 3 clusters Score -2.334677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -23346770.000000 Penalty: 6010.284180
	Iteration 134Q: 3 clusters Score -2.334677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -23346772.000000 Penalty: 6010.284180
	Iteration 135Q: 3 clusters Score -2.334677e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 179444 members 
Entering Unmasked Estep 
Score: -23346776.000000 Penalty: 6010.284180
	Iteration 136Q: 3 clusters Score -2.334678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -23346760.000000 Penalty: 6010.284180
	Iteration 137Q: 3 clusters Score -2.334676e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -23346748.000000 Penalty: 6010.284180
	Iteration 138Q: 3 clusters Score -2.334675e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -23346728.000000 Penalty: 6010.284180
	Iteration 139Q: 3 clusters Score -2.334673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -23346746.000000 Penalty: 6010.284180
	Iteration 140F: 3 clusters Score -2.334675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -23346730.000000 Penalty: 6010.284180
	Iteration 141Q: 3 clusters Score -2.334673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 179737 members 
Entering Unmasked Estep 
Score: -23346754.000000 Penalty: 6010.284180
	Iteration 142Q: 3 clusters Score -2.334675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -23346750.000000 Penalty: 6010.284180
	Iteration 143Q: 3 clusters Score -2.334675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 179792 members 
Entering Unmasked Estep 
Score: -23346738.000000 Penalty: 6010.284180
	Iteration 144Q: 3 clusters Score -2.334674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 179806 members 
Entering Unmasked Estep 
Score: -23346720.000000 Penalty: 6010.284180
	Iteration 145Q: 3 clusters Score -2.334672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -23346732.000000 Penalty: 6010.284180
	Iteration 146Q: 3 clusters Score -2.334673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 179853 members 
Entering Unmasked Estep 
Score: -23346716.000000 Penalty: 6010.284180
	Iteration 147Q: 3 clusters Score -2.334672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23346704.000000 Penalty: 6010.284180
	Iteration 148Q: 3 clusters Score -2.33467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -23346686.000000 Penalty: 6010.284180
	Iteration 149Q: 3 clusters Score -2.334669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -23346702.000000 Penalty: 6010.284180
	Iteration 150Q: 3 clusters Score -2.33467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -23346696.000000 Penalty: 6010.284180
	Iteration 151Q: 3 clusters Score -2.33467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -23346688.000000 Penalty: 6010.284180
	Iteration 152Q: 3 clusters Score -2.334669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -23346696.000000 Penalty: 6010.284180
	Iteration 153Q: 3 clusters Score -2.33467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 180022 members 
Entering Unmasked Estep 
Score: -23346684.000000 Penalty: 6010.284180
	Iteration 154Q: 3 clusters Score -2.334668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 180055 members 
Entering Unmasked Estep 
Score: -23346678.000000 Penalty: 6010.284180
	Iteration 155Q: 3 clusters Score -2.334668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -23346682.000000 Penalty: 6010.284180
	Iteration 156Q: 3 clusters Score -2.334668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -23346686.000000 Penalty: 6010.284180
	Iteration 157Q: 3 clusters Score -2.334669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -23346694.000000 Penalty: 6010.284180
	Iteration 158Q: 3 clusters Score -2.334669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -23346700.000000 Penalty: 6010.284180
	Iteration 159Q: 3 clusters Score -2.33467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 180168 members 
Entering Unmasked Estep 
Score: -23346712.000000 Penalty: 6010.284180
	Iteration 160F: 3 clusters Score -2.334671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 180182 members 
Entering Unmasked Estep 
Score: -23346698.000000 Penalty: 6010.284180
	Iteration 161Q: 3 clusters Score -2.33467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 180194 members 
Entering Unmasked Estep 
Score: -23346690.000000 Penalty: 6010.284180
	Iteration 162Q: 3 clusters Score -2.334669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -23346706.000000 Penalty: 6010.284180
	Iteration 163Q: 3 clusters Score -2.334671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -23346694.000000 Penalty: 6010.284180
	Iteration 164Q: 3 clusters Score -2.334669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 180219 members 
Entering Unmasked Estep 
Score: -23346716.000000 Penalty: 6010.284180
	Iteration 165Q: 3 clusters Score -2.334672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 180237 members 
Entering Unmasked Estep 
Score: -23346708.000000 Penalty: 6010.284180
	Iteration 166Q: 3 clusters Score -2.334671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 180246 members 
Entering Unmasked Estep 
Score: -23346694.000000 Penalty: 6010.284180
	Iteration 167Q: 3 clusters Score -2.334669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 180256 members 
Entering Unmasked Estep 
Score: -23346694.000000 Penalty: 6010.284180
	Iteration 168Q: 3 clusters Score -2.334669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -23346678.000000 Penalty: 6010.284180
	Iteration 169Q: 3 clusters Score -2.334668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -23346704.000000 Penalty: 6010.284180
	Iteration 170Q: 3 clusters Score -2.33467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 180283 members 
Entering Unmasked Estep 
Score: -23346686.000000 Penalty: 6010.284180
	Iteration 171Q: 3 clusters Score -2.334669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 180297 members 
Entering Unmasked Estep 
Score: -23346678.000000 Penalty: 6010.284180
	Iteration 172Q: 3 clusters Score -2.334668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 180313 members 
Entering Unmasked Estep 
Score: -23346678.000000 Penalty: 6010.284180
	Iteration 173Q: 3 clusters Score -2.334668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 180331 members 
Entering Unmasked Estep 
Score: -23346666.000000 Penalty: 6010.284180
	Iteration 174Q: 3 clusters Score -2.334667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 180339 members 
Entering Unmasked Estep 
Score: -23346662.000000 Penalty: 6010.284180
	Iteration 175Q: 3 clusters Score -2.334666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -23346676.000000 Penalty: 6010.284180
	Iteration 176Q: 3 clusters Score -2.334668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -23346666.000000 Penalty: 6010.284180
	Iteration 177Q: 3 clusters Score -2.334667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -23346642.000000 Penalty: 6010.284180
	Iteration 178Q: 3 clusters Score -2.334664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -23346674.000000 Penalty: 6010.284180
	Iteration 179Q: 3 clusters Score -2.334667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 180388 members 
Entering Unmasked Estep 
Score: -23346662.000000 Penalty: 6010.284180
	Iteration 180F: 3 clusters Score -2.334666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 180406 members 
Entering Unmasked Estep 
Score: -23346674.000000 Penalty: 6010.284180
	Iteration 181Q: 3 clusters Score -2.334667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -23346646.000000 Penalty: 6010.284180
	Iteration 182Q: 3 clusters Score -2.334665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -23346662.000000 Penalty: 6010.284180
	Iteration 183Q: 3 clusters Score -2.334666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 180440 members 
Entering Unmasked Estep 
Score: -23346662.000000 Penalty: 6010.284180
	Iteration 184Q: 3 clusters Score -2.334666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 180448 members 
Entering Unmasked Estep 
Score: -23346668.000000 Penalty: 6010.284180
	Iteration 185Q: 3 clusters Score -2.334667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 180454 members 
Entering Unmasked Estep 
Score: -23346666.000000 Penalty: 6010.284180
	Iteration 186Q: 3 clusters Score -2.334667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -23346660.000000 Penalty: 6010.284180
	Iteration 187Q: 3 clusters Score -2.334666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 180463 members 
Entering Unmasked Estep 
Score: -23346670.000000 Penalty: 6010.284180
	Iteration 188Q: 3 clusters Score -2.334667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 180467 members 
Entering Unmasked Estep 
Score: -23346654.000000 Penalty: 6010.284180
	Iteration 189Q: 3 clusters Score -2.334665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 180471 members 
Entering Unmasked Estep 
Score: -23346668.000000 Penalty: 6010.284180
	Iteration 190Q: 3 clusters Score -2.334667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 180476 members 
Entering Unmasked Estep 
Score: -23346660.000000 Penalty: 6010.284180
	Iteration 191Q: 3 clusters Score -2.334666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 180479 members 
Entering Unmasked Estep 
Score: -23346652.000000 Penalty: 6010.284180
	Iteration 192Q: 3 clusters Score -2.334665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -23346648.000000 Penalty: 6010.284180
	Iteration 193Q: 3 clusters Score -2.334665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 180486 members 
Entering Unmasked Estep 
Score: -23346658.000000 Penalty: 6010.284180
	Iteration 194Q: 3 clusters Score -2.334666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23346658.000000 Penalty: 6010.284180
	Iteration 195Q: 3 clusters Score -2.334666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23346658.000000 Penalty: 6010.284180
	Iteration 196F: 3 clusters Score -2.334666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Entering Unmasked Estep 
Score: -432984.687500 Penalty: 2027.535767
	Iteration 0F: 2 clusters Score -432984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429326.937500 Penalty: 4055.071533
	Iteration 0F: 3 clusters Score -429326.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -430085.781250 Penalty: 4055.071533
	Iteration 1F: 3 clusters Score -430085.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -430272.656250 Penalty: 4055.071533
	Iteration 2F: 3 clusters Score -430272.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -430380.906250 Penalty: 4055.071533
	Iteration 3Q: 3 clusters Score -430380.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -430459.781250 Penalty: 4055.071533
	Iteration 4Q: 3 clusters Score -430459.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -430514.093750 Penalty: 4055.071533
	Iteration 5Q: 3 clusters Score -430514.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -430543.687500 Penalty: 4055.071533
	Iteration 6Q: 3 clusters Score -430543.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -430556.281250 Penalty: 4055.071533
	Iteration 7Q: 3 clusters Score -430556.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -430563.562500 Penalty: 4055.071533
	Iteration 8Q: 3 clusters Score -430563.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -430573.062500 Penalty: 4055.071533
	Iteration 9Q: 3 clusters Score -430573.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430583.406250 Penalty: 4055.071533
	Iteration 10Q: 3 clusters Score -430583.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -430594.437500 Penalty: 4055.071533
	Iteration 11Q: 3 clusters Score -430594.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -430603.656250 Penalty: 4055.071533
	Iteration 12Q: 3 clusters Score -430603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -430613.593750 Penalty: 4055.071533
	Iteration 13Q: 3 clusters Score -430613.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -430621.343750 Penalty: 4055.071533
	Iteration 14Q: 3 clusters Score -430621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -430622.843750 Penalty: 4055.071533
	Iteration 15Q: 3 clusters Score -430622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -430625.750000 Penalty: 4055.071533
	Iteration 16Q: 3 clusters Score -430625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -430626.718750 Penalty: 4055.071533
	Iteration 17Q: 3 clusters Score -430626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -430628.500000 Penalty: 4055.071533
	Iteration 18Q: 3 clusters Score -430628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430633.187500 Penalty: 4055.071533
	Iteration 19Q: 3 clusters Score -430633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -430638.187500 Penalty: 4055.071533
	Iteration 20F: 3 clusters Score -430638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -430640.218750 Penalty: 4055.071533
	Iteration 21Q: 3 clusters Score -430640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -430642.375000 Penalty: 4055.071533
	Iteration 22Q: 3 clusters Score -430642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -430645.125000 Penalty: 4055.071533
	Iteration 23Q: 3 clusters Score -430645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430646.625000 Penalty: 4055.071533
	Iteration 24Q: 3 clusters Score -430646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -430647.562500 Penalty: 4055.071533
	Iteration 25Q: 3 clusters Score -430647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -430648.156250 Penalty: 4055.071533
	Iteration 26Q: 3 clusters Score -430648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -430649.187500 Penalty: 4055.071533
	Iteration 27Q: 3 clusters Score -430649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -430650.031250 Penalty: 4055.071533
	Iteration 28Q: 3 clusters Score -430650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -430650.187500 Penalty: 4055.071533
	Iteration 29Q: 3 clusters Score -430650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -430650.968750 Penalty: 4055.071533
	Iteration 30Q: 3 clusters Score -430651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -430651.500000 Penalty: 4055.071533
	Iteration 31Q: 3 clusters Score -430651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430653.781250 Penalty: 4055.071533
	Iteration 32Q: 3 clusters Score -430653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -430653.843750 Penalty: 4055.071533
	Iteration 33Q: 3 clusters Score -430653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -430658.406250 Penalty: 4055.071533
	Iteration 34Q: 3 clusters Score -430658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -430665.468750 Penalty: 4055.071533
	Iteration 35Q: 3 clusters Score -430665.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -430671.312500 Penalty: 4055.071533
	Iteration 36Q: 3 clusters Score -430671.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430677.625000 Penalty: 4055.071533
	Iteration 37Q: 3 clusters Score -430677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -430685.656250 Penalty: 4055.071533
	Iteration 38Q: 3 clusters Score -430685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -430693.250000 Penalty: 4055.071533
	Iteration 39Q: 3 clusters Score -430693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -430703.593750 Penalty: 4055.071533
	Iteration 40F: 3 clusters Score -430703.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -430714.906250 Penalty: 4055.071533
	Iteration 41Q: 3 clusters Score -430714.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -430733.718750 Penalty: 4055.071533
	Iteration 42Q: 3 clusters Score -430733.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -430745.500000 Penalty: 4055.071533
	Iteration 43Q: 3 clusters Score -430745.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -430754.781250 Penalty: 4055.071533
	Iteration 44Q: 3 clusters Score -430754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -430770.031250 Penalty: 4055.071533
	Iteration 45Q: 3 clusters Score -430770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -430784.625000 Penalty: 4055.071533
	Iteration 46Q: 3 clusters Score -430784.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -430803.750000 Penalty: 4055.071533
	Iteration 47Q: 3 clusters Score -430803.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -430823.125000 Penalty: 4055.071533
	Iteration 48Q: 3 clusters Score -430823.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430845.156250 Penalty: 4055.071533
	Iteration 49Q: 3 clusters Score -430845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -430866.968750 Penalty: 4055.071533
	Iteration 50Q: 3 clusters Score -430867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430891.937500 Penalty: 4055.071533
	Iteration 51Q: 3 clusters Score -430891.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -430919.625000 Penalty: 4055.071533
	Iteration 52Q: 3 clusters Score -430919.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -430947.281250 Penalty: 4055.071533
	Iteration 53Q: 3 clusters Score -430947.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -430978.593750 Penalty: 4055.071533
	Iteration 54Q: 3 clusters Score -430978.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -431006.781250 Penalty: 4055.071533
	Iteration 55Q: 3 clusters Score -431006.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -431038.937500 Penalty: 4055.071533
	Iteration 56Q: 3 clusters Score -431038.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -431063.937500 Penalty: 4055.071533
	Iteration 57Q: 3 clusters Score -431063.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -431081.218750 Penalty: 4055.071533
	Iteration 58Q: 3 clusters Score -431081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -431093.625000 Penalty: 4055.071533
	Iteration 59Q: 3 clusters Score -431093.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -431105.250000 Penalty: 4055.071533
	Iteration 60F: 3 clusters Score -431105.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -431122.750000 Penalty: 4055.071533
	Iteration 61Q: 3 clusters Score -431122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -431140.406250 Penalty: 4055.071533
	Iteration 62Q: 3 clusters Score -431140.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -431153.875000 Penalty: 4055.071533
	Iteration 63Q: 3 clusters Score -431153.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -431165.968750 Penalty: 4055.071533
	Iteration 64Q: 3 clusters Score -431166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -431179.437500 Penalty: 4055.071533
	Iteration 65Q: 3 clusters Score -431179.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -431191.437500 Penalty: 4055.071533
	Iteration 66Q: 3 clusters Score -431191.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -431204.312500 Penalty: 4055.071533
	Iteration 67Q: 3 clusters Score -431204.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -431216.875000 Penalty: 4055.071533
	Iteration 68Q: 3 clusters Score -431216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -431233.531250 Penalty: 4055.071533
	Iteration 69Q: 3 clusters Score -431233.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -431251.156250 Penalty: 4055.071533
	Iteration 70Q: 3 clusters Score -431251.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -431266.656250 Penalty: 4055.071533
	Iteration 71Q: 3 clusters Score -431266.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -431285.750000 Penalty: 4055.071533
	Iteration 72Q: 3 clusters Score -431285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -431298.656250 Penalty: 4055.071533
	Iteration 73Q: 3 clusters Score -431298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -431304.375000 Penalty: 4055.071533
	Iteration 74Q: 3 clusters Score -431304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -431314.625000 Penalty: 4055.071533
	Iteration 75Q: 3 clusters Score -431314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -431323.218750 Penalty: 4055.071533
	Iteration 76Q: 3 clusters Score -431323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -431328.156250 Penalty: 4055.071533
	Iteration 77Q: 3 clusters Score -431328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -431330.843750 Penalty: 4055.071533
	Iteration 78Q: 3 clusters Score -431330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -431333.437500 Penalty: 4055.071533
	Iteration 79Q: 3 clusters Score -431333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -431334.625000 Penalty: 4055.071533
	Iteration 80F: 3 clusters Score -431334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -431336.750000 Penalty: 4055.071533
	Iteration 81Q: 3 clusters Score -431336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -431339.781250 Penalty: 4055.071533
	Iteration 82Q: 3 clusters Score -431339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -431342.500000 Penalty: 4055.071533
	Iteration 83Q: 3 clusters Score -431342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -431345.656250 Penalty: 4055.071533
	Iteration 84Q: 3 clusters Score -431345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -431349.562500 Penalty: 4055.071533
	Iteration 85Q: 3 clusters Score -431349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -431352.718750 Penalty: 4055.071533
	Iteration 86Q: 3 clusters Score -431352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -431356.656250 Penalty: 4055.071533
	Iteration 87Q: 3 clusters Score -431356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -431359.781250 Penalty: 4055.071533
	Iteration 88Q: 3 clusters Score -431359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -431361.031250 Penalty: 4055.071533
	Iteration 89Q: 3 clusters Score -431361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -431360.531250 Penalty: 4055.071533
	Iteration 90Q: 3 clusters Score -431360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -431362.250000 Penalty: 4055.071533
	Iteration 91Q: 3 clusters Score -431362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -431364.000000 Penalty: 4055.071533
	Iteration 92Q: 3 clusters Score -431364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -431366.468750 Penalty: 4055.071533
	Iteration 93Q: 3 clusters Score -431366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -431368.343750 Penalty: 4055.071533
	Iteration 94Q: 3 clusters Score -431368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -431371.906250 Penalty: 4055.071533
	Iteration 95Q: 3 clusters Score -431371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -431375.062500 Penalty: 4055.071533
	Iteration 96Q: 3 clusters Score -431375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -431378.875000 Penalty: 4055.071533
	Iteration 97Q: 3 clusters Score -431378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -431383.812500 Penalty: 4055.071533
	Iteration 98Q: 3 clusters Score -431383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -431392.031250 Penalty: 4055.071533
	Iteration 99Q: 3 clusters Score -431392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -431399.906250 Penalty: 4055.071533
	Iteration 100F: 3 clusters Score -431399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -431404.343750 Penalty: 4055.071533
	Iteration 101Q: 3 clusters Score -431404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -431410.625000 Penalty: 4055.071533
	Iteration 102Q: 3 clusters Score -431410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -431414.062500 Penalty: 4055.071533
	Iteration 103Q: 3 clusters Score -431414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -431414.250000 Penalty: 4055.071533
	Iteration 104Q: 3 clusters Score -431414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -431414.437500 Penalty: 4055.071533
	Iteration 105Q: 3 clusters Score -431414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -431414.437500 Penalty: 4055.071533
	Iteration 106F: 3 clusters Score -431414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 134 members 
Entering Unmasked Estep 
Score: -28330.005859 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28330.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28445.691406 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28445.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28464.193359 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28464.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28468.402344 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28475.736328 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -28475.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28475.736328 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -28475.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25249.113281 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25249.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25367.818359 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25367.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25427.673828 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25427.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25462.220703 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25462.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25477.763672 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25477.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25486.361328 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25486.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25493.636719 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -25493.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25493.636719 Penalty: 2754.267822
	Iteration 7F: 3 clusters Score -25493.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Entering Unmasked Estep 
Score: -3199773.500000 Penalty: 2510.808594
	Iteration 0F: 2 clusters Score -3199774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3182611.750000 Penalty: 5021.617188
	Iteration 0F: 3 clusters Score -3182612 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3188457.000000 Penalty: 5021.617188
	Iteration 1F: 3 clusters Score -3188457 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3188822.500000 Penalty: 5021.617188
	Iteration 2Q: 3 clusters Score -3188822 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3189095.750000 Penalty: 5021.617188
	Iteration 3Q: 3 clusters Score -3189096 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3189310.500000 Penalty: 5021.617188
	Iteration 4Q: 3 clusters Score -3189310 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3189501.750000 Penalty: 5021.617188
	Iteration 5Q: 3 clusters Score -3189502 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3189661.000000 Penalty: 5021.617188
	Iteration 6Q: 3 clusters Score -3189661 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3189817.500000 Penalty: 5021.617188
	Iteration 7Q: 3 clusters Score -3189818 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3189968.250000 Penalty: 5021.617188
	Iteration 8Q: 3 clusters Score -3189968 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3190146.750000 Penalty: 5021.617188
	Iteration 9Q: 3 clusters Score -3190147 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3190338.500000 Penalty: 5021.617188
	Iteration 10Q: 3 clusters Score -3190338 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3190560.750000 Penalty: 5021.617188
	Iteration 11Q: 3 clusters Score -3190561 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3190776.500000 Penalty: 5021.617188
	Iteration 12Q: 3 clusters Score -3190776 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3191063.750000 Penalty: 5021.617188
	Iteration 13Q: 3 clusters Score -3191064 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3191419.250000 Penalty: 5021.617188
	Iteration 14Q: 3 clusters Score -3191419 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3191929.250000 Penalty: 5021.617188
	Iteration 15Q: 3 clusters Score -3191929 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3192693.500000 Penalty: 5021.617188
	Iteration 16Q: 3 clusters Score -3192694 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3193728.000000 Penalty: 5021.617188
	Iteration 17F: 3 clusters Score -3193728 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3194885.750000 Penalty: 5021.617188
	Iteration 18F: 3 clusters Score -3194886 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3195964.000000 Penalty: 5021.617188
	Iteration 19Q: 3 clusters Score -3195964 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3196754.750000 Penalty: 5021.617188
	Iteration 20F: 3 clusters Score -3196755 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3197262.250000 Penalty: 5021.617188
	Iteration 21Q: 3 clusters Score -3197262 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3197547.250000 Penalty: 5021.617188
	Iteration 22Q: 3 clusters Score -3197547 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3197678.250000 Penalty: 5021.617188
	Iteration 23Q: 3 clusters Score -3197678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3197748.750000 Penalty: 5021.617188
	Iteration 24Q: 3 clusters Score -3197749 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3197790.250000 Penalty: 5021.617188
	Iteration 25Q: 3 clusters Score -3197790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3197807.250000 Penalty: 5021.617188
	Iteration 26Q: 3 clusters Score -3197807 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3197827.500000 Penalty: 5021.617188
	Iteration 27Q: 3 clusters Score -3197828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3197847.500000 Penalty: 5021.617188
	Iteration 28Q: 3 clusters Score -3197848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3197854.500000 Penalty: 5021.617188
	Iteration 29Q: 3 clusters Score -3197854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3197863.750000 Penalty: 5021.617188
	Iteration 30Q: 3 clusters Score -3197864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3197881.750000 Penalty: 5021.617188
	Iteration 31Q: 3 clusters Score -3197882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3197891.750000 Penalty: 5021.617188
	Iteration 32Q: 3 clusters Score -3197892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3197898.750000 Penalty: 5021.617188
	Iteration 33Q: 3 clusters Score -3197899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3197894.000000 Penalty: 5021.617188
	Iteration 34Q: 3 clusters Score -3197894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3197903.250000 Penalty: 5021.617188
	Iteration 35Q: 3 clusters Score -3197903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3197896.750000 Penalty: 5021.617188
	Iteration 36Q: 3 clusters Score -3197897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3197899.500000 Penalty: 5021.617188
	Iteration 37Q: 3 clusters Score -3197900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3197893.750000 Penalty: 5021.617188
	Iteration 38Q: 3 clusters Score -3197894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3197894.250000 Penalty: 5021.617188
	Iteration 39Q: 3 clusters Score -3197894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3197895.500000 Penalty: 5021.617188
	Iteration 40F: 3 clusters Score -3197896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3197896.000000 Penalty: 5021.617188
	Iteration 41Q: 3 clusters Score -3197896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3197893.750000 Penalty: 5021.617188
	Iteration 42Q: 3 clusters Score -3197894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3197893.750000 Penalty: 5021.617188
	Iteration 43F: 3 clusters Score -3197894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Entering Unmasked Estep 
Score: -1923974.250000 Penalty: 2382.694580
	Iteration 0F: 2 clusters Score -1923974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1913217.000000 Penalty: 4765.389160
	Iteration 0F: 3 clusters Score -1913217 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1916511.625000 Penalty: 4765.389160
	Iteration 1F: 3 clusters Score -1916512 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1916875.000000 Penalty: 4765.389160
	Iteration 2F: 3 clusters Score -1916875 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1917129.500000 Penalty: 4765.389160
	Iteration 3Q: 3 clusters Score -1917130 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1917339.875000 Penalty: 4765.389160
	Iteration 4Q: 3 clusters Score -1917340 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1917510.000000 Penalty: 4765.389160
	Iteration 5Q: 3 clusters Score -1917510 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1917696.125000 Penalty: 4765.389160
	Iteration 6Q: 3 clusters Score -1917696 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1917919.250000 Penalty: 4765.389160
	Iteration 7Q: 3 clusters Score -1917919 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1918180.625000 Penalty: 4765.389160
	Iteration 8Q: 3 clusters Score -1918181 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1918488.125000 Penalty: 4765.389160
	Iteration 9Q: 3 clusters Score -1918488 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1918896.000000 Penalty: 4765.389160
	Iteration 10Q: 3 clusters Score -1918896 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1919397.625000 Penalty: 4765.389160
	Iteration 11Q: 3 clusters Score -1919398 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1919942.625000 Penalty: 4765.389160
	Iteration 12Q: 3 clusters Score -1919943 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1920461.750000 Penalty: 4765.389160
	Iteration 13Q: 3 clusters Score -1920462 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1920916.500000 Penalty: 4765.389160
	Iteration 14Q: 3 clusters Score -1920916 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1921220.375000 Penalty: 4765.389160
	Iteration 15Q: 3 clusters Score -1921220 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1921444.750000 Penalty: 4765.389160
	Iteration 16Q: 3 clusters Score -1921445 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1921594.875000 Penalty: 4765.389160
	Iteration 17Q: 3 clusters Score -1921595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1921692.625000 Penalty: 4765.389160
	Iteration 18Q: 3 clusters Score -1921693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1921757.500000 Penalty: 4765.389160
	Iteration 19Q: 3 clusters Score -1921758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1921794.750000 Penalty: 4765.389160
	Iteration 20F: 3 clusters Score -1921795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1921821.625000 Penalty: 4765.389160
	Iteration 21Q: 3 clusters Score -1921822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1921840.125000 Penalty: 4765.389160
	Iteration 22Q: 3 clusters Score -1921840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1921851.125000 Penalty: 4765.389160
	Iteration 23Q: 3 clusters Score -1921851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1921858.750000 Penalty: 4765.389160
	Iteration 24Q: 3 clusters Score -1921859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1921865.000000 Penalty: 4765.389160
	Iteration 25Q: 3 clusters Score -1921865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1921863.625000 Penalty: 4765.389160
	Iteration 26Q: 3 clusters Score -1921864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1921864.250000 Penalty: 4765.389160
	Iteration 27Q: 3 clusters Score -1921864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1921864.500000 Penalty: 4765.389160
	Iteration 28Q: 3 clusters Score -1921864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1921864.500000 Penalty: 4765.389160
	Iteration 29F: 3 clusters Score -1921864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1300355.375000 Penalty: 2303.434326
	Iteration 0F: 2 clusters Score -1300355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1292107.625000 Penalty: 4606.868652
	Iteration 0F: 3 clusters Score -1292108 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1294604.625000 Penalty: 4606.868652
	Iteration 1F: 3 clusters Score -1294605 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1294928.750000 Penalty: 4606.868652
	Iteration 2F: 3 clusters Score -1294929 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1295177.250000 Penalty: 4606.868652
	Iteration 3F: 3 clusters Score -1295177 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1295382.750000 Penalty: 4606.868652
	Iteration 4Q: 3 clusters Score -1295383 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1295607.375000 Penalty: 4606.868652
	Iteration 5Q: 3 clusters Score -1295607 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1295826.625000 Penalty: 4606.868652
	Iteration 6Q: 3 clusters Score -1295827 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1296055.625000 Penalty: 4606.868652
	Iteration 7Q: 3 clusters Score -1296056 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1296359.500000 Penalty: 4606.868652
	Iteration 8Q: 3 clusters Score -1296360 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1296704.375000 Penalty: 4606.868652
	Iteration 9Q: 3 clusters Score -1296704 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1296983.625000 Penalty: 4606.868652
	Iteration 10Q: 3 clusters Score -1296984 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1297227.000000 Penalty: 4606.868652
	Iteration 11Q: 3 clusters Score -1297227 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1297414.375000 Penalty: 4606.868652
	Iteration 12Q: 3 clusters Score -1297414 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1297542.125000 Penalty: 4606.868652
	Iteration 13Q: 3 clusters Score -1297542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1297629.625000 Penalty: 4606.868652
	Iteration 14Q: 3 clusters Score -1297630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1297687.250000 Penalty: 4606.868652
	Iteration 15Q: 3 clusters Score -1297687 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1297732.375000 Penalty: 4606.868652
	Iteration 16Q: 3 clusters Score -1297732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1297769.625000 Penalty: 4606.868652
	Iteration 17Q: 3 clusters Score -1297770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1297802.500000 Penalty: 4606.868652
	Iteration 18Q: 3 clusters Score -1297802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1297828.125000 Penalty: 4606.868652
	Iteration 19Q: 3 clusters Score -1297828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1297856.750000 Penalty: 4606.868652
	Iteration 20F: 3 clusters Score -1297857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1297891.750000 Penalty: 4606.868652
	Iteration 21Q: 3 clusters Score -1297892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1297921.500000 Penalty: 4606.868652
	Iteration 22Q: 3 clusters Score -1297922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1297938.250000 Penalty: 4606.868652
	Iteration 23Q: 3 clusters Score -1297938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1297968.750000 Penalty: 4606.868652
	Iteration 24Q: 3 clusters Score -1297969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1297996.875000 Penalty: 4606.868652
	Iteration 25Q: 3 clusters Score -1297997 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1298031.250000 Penalty: 4606.868652
	Iteration 26Q: 3 clusters Score -1298031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1298058.875000 Penalty: 4606.868652
	Iteration 27Q: 3 clusters Score -1298059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1298085.125000 Penalty: 4606.868652
	Iteration 28Q: 3 clusters Score -1298085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1298121.875000 Penalty: 4606.868652
	Iteration 29Q: 3 clusters Score -1298122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1298159.875000 Penalty: 4606.868652
	Iteration 30Q: 3 clusters Score -1298160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1298203.250000 Penalty: 4606.868652
	Iteration 31Q: 3 clusters Score -1298203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1298238.875000 Penalty: 4606.868652
	Iteration 32Q: 3 clusters Score -1298239 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1298265.250000 Penalty: 4606.868652
	Iteration 33Q: 3 clusters Score -1298265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1298293.125000 Penalty: 4606.868652
	Iteration 34Q: 3 clusters Score -1298293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1298321.000000 Penalty: 4606.868652
	Iteration 35Q: 3 clusters Score -1298321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1298333.750000 Penalty: 4606.868652
	Iteration 36Q: 3 clusters Score -1298334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1298354.875000 Penalty: 4606.868652
	Iteration 37Q: 3 clusters Score -1298355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1298365.875000 Penalty: 4606.868652
	Iteration 38Q: 3 clusters Score -1298366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1298377.375000 Penalty: 4606.868652
	Iteration 39Q: 3 clusters Score -1298377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1298384.000000 Penalty: 4606.868652
	Iteration 40F: 3 clusters Score -1298384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1298390.500000 Penalty: 4606.868652
	Iteration 41Q: 3 clusters Score -1298390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1298400.875000 Penalty: 4606.868652
	Iteration 42Q: 3 clusters Score -1298401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1298404.750000 Penalty: 4606.868652
	Iteration 43Q: 3 clusters Score -1298405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1298415.250000 Penalty: 4606.868652
	Iteration 44Q: 3 clusters Score -1298415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1298413.625000 Penalty: 4606.868652
	Iteration 45Q: 3 clusters Score -1298414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1298417.625000 Penalty: 4606.868652
	Iteration 46Q: 3 clusters Score -1298418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1298417.375000 Penalty: 4606.868652
	Iteration 47Q: 3 clusters Score -1298417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1298426.500000 Penalty: 4606.868652
	Iteration 48Q: 3 clusters Score -1298426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1298427.250000 Penalty: 4606.868652
	Iteration 49Q: 3 clusters Score -1298427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1298432.375000 Penalty: 4606.868652
	Iteration 50Q: 3 clusters Score -1298432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1298437.000000 Penalty: 4606.868652
	Iteration 51Q: 3 clusters Score -1298437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1298453.625000 Penalty: 4606.868652
	Iteration 52Q: 3 clusters Score -1298454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1298460.875000 Penalty: 4606.868652
	Iteration 53Q: 3 clusters Score -1298461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1298467.250000 Penalty: 4606.868652
	Iteration 54Q: 3 clusters Score -1298467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1298472.250000 Penalty: 4606.868652
	Iteration 55Q: 3 clusters Score -1298472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1298484.125000 Penalty: 4606.868652
	Iteration 56Q: 3 clusters Score -1298484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1298490.125000 Penalty: 4606.868652
	Iteration 57Q: 3 clusters Score -1298490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1298496.750000 Penalty: 4606.868652
	Iteration 58Q: 3 clusters Score -1298497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1298501.750000 Penalty: 4606.868652
	Iteration 59Q: 3 clusters Score -1298502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1298510.000000 Penalty: 4606.868652
	Iteration 60F: 3 clusters Score -1298510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1298516.250000 Penalty: 4606.868652
	Iteration 61Q: 3 clusters Score -1298516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1298520.250000 Penalty: 4606.868652
	Iteration 62Q: 3 clusters Score -1298520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1298522.625000 Penalty: 4606.868652
	Iteration 63Q: 3 clusters Score -1298523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1298528.125000 Penalty: 4606.868652
	Iteration 64Q: 3 clusters Score -1298528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1298529.125000 Penalty: 4606.868652
	Iteration 65Q: 3 clusters Score -1298529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1298539.125000 Penalty: 4606.868652
	Iteration 66Q: 3 clusters Score -1298539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1298543.000000 Penalty: 4606.868652
	Iteration 67Q: 3 clusters Score -1298543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1298550.375000 Penalty: 4606.868652
	Iteration 68Q: 3 clusters Score -1298550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1298553.125000 Penalty: 4606.868652
	Iteration 69Q: 3 clusters Score -1298553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1298557.125000 Penalty: 4606.868652
	Iteration 70Q: 3 clusters Score -1298557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1298561.500000 Penalty: 4606.868652
	Iteration 71Q: 3 clusters Score -1298562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1298563.125000 Penalty: 4606.868652
	Iteration 72Q: 3 clusters Score -1298563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1298565.375000 Penalty: 4606.868652
	Iteration 73Q: 3 clusters Score -1298565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1298565.125000 Penalty: 4606.868652
	Iteration 74Q: 3 clusters Score -1298565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1298567.250000 Penalty: 4606.868652
	Iteration 75Q: 3 clusters Score -1298567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1298568.500000 Penalty: 4606.868652
	Iteration 76Q: 3 clusters Score -1298568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1298569.125000 Penalty: 4606.868652
	Iteration 77Q: 3 clusters Score -1298569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1298568.000000 Penalty: 4606.868652
	Iteration 78Q: 3 clusters Score -1298568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1298567.625000 Penalty: 4606.868652
	Iteration 79Q: 3 clusters Score -1298568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1298567.625000 Penalty: 4606.868652
	Iteration 80F: 3 clusters Score -1298568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Entering Unmasked Estep 
Score: -911087.062500 Penalty: 2201.313965
	Iteration 0F: 2 clusters Score -911087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -905232.062500 Penalty: 4402.627930
	Iteration 0F: 3 clusters Score -905232.1 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -906763.937500 Penalty: 4402.627930
	Iteration 1F: 3 clusters Score -906763.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -907085.437500 Penalty: 4402.627930
	Iteration 2F: 3 clusters Score -907085.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -907352.625000 Penalty: 4402.627930
	Iteration 3F: 3 clusters Score -907352.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -907596.187500 Penalty: 4402.627930
	Iteration 4Q: 3 clusters Score -907596.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -907830.500000 Penalty: 4402.627930
	Iteration 5Q: 3 clusters Score -907830.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -908053.312500 Penalty: 4402.627930
	Iteration 6Q: 3 clusters Score -908053.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -908246.687500 Penalty: 4402.627930
	Iteration 7Q: 3 clusters Score -908246.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -908423.687500 Penalty: 4402.627930
	Iteration 8Q: 3 clusters Score -908423.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -908575.625000 Penalty: 4402.627930
	Iteration 9Q: 3 clusters Score -908575.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -908712.000000 Penalty: 4402.627930
	Iteration 10Q: 3 clusters Score -908712 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -908836.062500 Penalty: 4402.627930
	Iteration 11Q: 3 clusters Score -908836.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -908944.875000 Penalty: 4402.627930
	Iteration 12Q: 3 clusters Score -908944.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -909032.375000 Penalty: 4402.627930
	Iteration 13Q: 3 clusters Score -909032.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -909094.000000 Penalty: 4402.627930
	Iteration 14Q: 3 clusters Score -909094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -909141.500000 Penalty: 4402.627930
	Iteration 15Q: 3 clusters Score -909141.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -909181.125000 Penalty: 4402.627930
	Iteration 16Q: 3 clusters Score -909181.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -909202.812500 Penalty: 4402.627930
	Iteration 17Q: 3 clusters Score -909202.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -909223.937500 Penalty: 4402.627930
	Iteration 18Q: 3 clusters Score -909223.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -909247.625000 Penalty: 4402.627930
	Iteration 19Q: 3 clusters Score -909247.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -909268.750000 Penalty: 4402.627930
	Iteration 20F: 3 clusters Score -909268.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -909298.562500 Penalty: 4402.627930
	Iteration 21Q: 3 clusters Score -909298.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -909323.812500 Penalty: 4402.627930
	Iteration 22Q: 3 clusters Score -909323.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -909357.375000 Penalty: 4402.627930
	Iteration 23Q: 3 clusters Score -909357.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -909399.750000 Penalty: 4402.627930
	Iteration 24Q: 3 clusters Score -909399.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -909439.937500 Penalty: 4402.627930
	Iteration 25Q: 3 clusters Score -909439.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -909480.937500 Penalty: 4402.627930
	Iteration 26Q: 3 clusters Score -909480.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -909516.125000 Penalty: 4402.627930
	Iteration 27Q: 3 clusters Score -909516.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -909537.000000 Penalty: 4402.627930
	Iteration 28Q: 3 clusters Score -909537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -909556.187500 Penalty: 4402.627930
	Iteration 29Q: 3 clusters Score -909556.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -909568.750000 Penalty: 4402.627930
	Iteration 30Q: 3 clusters Score -909568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -909586.437500 Penalty: 4402.627930
	Iteration 31Q: 3 clusters Score -909586.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -909600.875000 Penalty: 4402.627930
	Iteration 32Q: 3 clusters Score -909600.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -909617.062500 Penalty: 4402.627930
	Iteration 33Q: 3 clusters Score -909617.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -909637.062500 Penalty: 4402.627930
	Iteration 34Q: 3 clusters Score -909637.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -909656.375000 Penalty: 4402.627930
	Iteration 35Q: 3 clusters Score -909656.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -909667.000000 Penalty: 4402.627930
	Iteration 36Q: 3 clusters Score -909667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -909676.750000 Penalty: 4402.627930
	Iteration 37Q: 3 clusters Score -909676.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -909685.812500 Penalty: 4402.627930
	Iteration 38Q: 3 clusters Score -909685.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -909688.875000 Penalty: 4402.627930
	Iteration 39Q: 3 clusters Score -909688.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -909694.750000 Penalty: 4402.627930
	Iteration 40F: 3 clusters Score -909694.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -909703.187500 Penalty: 4402.627930
	Iteration 41Q: 3 clusters Score -909703.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -909707.000000 Penalty: 4402.627930
	Iteration 42Q: 3 clusters Score -909707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -909710.375000 Penalty: 4402.627930
	Iteration 43Q: 3 clusters Score -909710.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -909713.375000 Penalty: 4402.627930
	Iteration 44Q: 3 clusters Score -909713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -909715.000000 Penalty: 4402.627930
	Iteration 45Q: 3 clusters Score -909715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -909719.625000 Penalty: 4402.627930
	Iteration 46Q: 3 clusters Score -909719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -909721.687500 Penalty: 4402.627930
	Iteration 47Q: 3 clusters Score -909721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -909723.812500 Penalty: 4402.627930
	Iteration 48Q: 3 clusters Score -909723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -909724.750000 Penalty: 4402.627930
	Iteration 49Q: 3 clusters Score -909724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -909728.562500 Penalty: 4402.627930
	Iteration 50Q: 3 clusters Score -909728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -909729.500000 Penalty: 4402.627930
	Iteration 51Q: 3 clusters Score -909729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -909731.437500 Penalty: 4402.627930
	Iteration 52Q: 3 clusters Score -909731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -909730.250000 Penalty: 4402.627930
	Iteration 53Q: 3 clusters Score -909730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -909730.250000 Penalty: 4402.627930
	Iteration 54Q: 3 clusters Score -909730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -909730.875000 Penalty: 4402.627930
	Iteration 55Q: 3 clusters Score -909730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -909729.000000 Penalty: 4402.627930
	Iteration 56Q: 3 clusters Score -909729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -909730.562500 Penalty: 4402.627930
	Iteration 57Q: 3 clusters Score -909730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -909732.250000 Penalty: 4402.627930
	Iteration 58Q: 3 clusters Score -909732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -909731.250000 Penalty: 4402.627930
	Iteration 59Q: 3 clusters Score -909731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -909732.625000 Penalty: 4402.627930
	Iteration 60F: 3 clusters Score -909732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Entering Unmasked Estep 
Score: -2006379.250000 Penalty: 2391.181885
	Iteration 0F: 2 clusters Score -2006379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1995267.125000 Penalty: 4782.363770
	Iteration 0F: 3 clusters Score -1995267 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1998786.250000 Penalty: 4782.363770
	Iteration 1F: 3 clusters Score -1998786 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1999125.250000 Penalty: 4782.363770
	Iteration 2F: 3 clusters Score -1999125 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1999418.250000 Penalty: 4782.363770
	Iteration 3Q: 3 clusters Score -1999418 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1999673.000000 Penalty: 4782.363770
	Iteration 4Q: 3 clusters Score -1999673 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1999889.375000 Penalty: 4782.363770
	Iteration 5Q: 3 clusters Score -1999889 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2000141.250000 Penalty: 4782.363770
	Iteration 6Q: 3 clusters Score -2000141 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2000487.750000 Penalty: 4782.363770
	Iteration 7Q: 3 clusters Score -2000488 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2000944.250000 Penalty: 4782.363770
	Iteration 8Q: 3 clusters Score -2000944 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2001502.500000 Penalty: 4782.363770
	Iteration 9F: 3 clusters Score -2001502 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2002123.250000 Penalty: 4782.363770
	Iteration 10F: 3 clusters Score -2002123 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2002780.625000 Penalty: 4782.363770
	Iteration 11Q: 3 clusters Score -2002781 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2003295.375000 Penalty: 4782.363770
	Iteration 12Q: 3 clusters Score -2003295 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2003641.625000 Penalty: 4782.363770
	Iteration 13Q: 3 clusters Score -2003642 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2003886.125000 Penalty: 4782.363770
	Iteration 14Q: 3 clusters Score -2003886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2004046.125000 Penalty: 4782.363770
	Iteration 15Q: 3 clusters Score -2004046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2004138.375000 Penalty: 4782.363770
	Iteration 16Q: 3 clusters Score -2004138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2004189.375000 Penalty: 4782.363770
	Iteration 17Q: 3 clusters Score -2004189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2004229.625000 Penalty: 4782.363770
	Iteration 18Q: 3 clusters Score -2004230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2004254.625000 Penalty: 4782.363770
	Iteration 19Q: 3 clusters Score -2004255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2004268.875000 Penalty: 4782.363770
	Iteration 20F: 3 clusters Score -2004269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2004274.750000 Penalty: 4782.363770
	Iteration 21Q: 3 clusters Score -2004275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2004281.250000 Penalty: 4782.363770
	Iteration 22Q: 3 clusters Score -2004281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2004284.625000 Penalty: 4782.363770
	Iteration 23Q: 3 clusters Score -2004285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2004286.500000 Penalty: 4782.363770
	Iteration 24Q: 3 clusters Score -2004286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2004287.125000 Penalty: 4782.363770
	Iteration 25Q: 3 clusters Score -2004287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2004287.125000 Penalty: 4782.363770
	Iteration 26F: 3 clusters Score -2004287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68030.828125 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68030.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66439.742188 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66439.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66704.242188 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66704.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66863.875000 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -66863.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67024.226562 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -67024.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67249.976562 Penalty: 3173.703125
	Iteration 4F: 3 clusters Score -67249.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67386.054688 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -67386.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67459.351562 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -67459.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67520.742188 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67520.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67548.554688 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -67548.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67569.570312 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -67569.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67591.546875 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -67591.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67598.960938 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -67598.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67612.695312 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -67612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67620.648438 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -67620.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67637.398438 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -67637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67640.125000 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -67640.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67642.812500 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -67642.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67642.812500 Penalty: 3173.703125
	Iteration 17F: 3 clusters Score -67642.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Entering Unmasked Estep 
Score: -6603119.500000 Penalty: 2697.624512
	Iteration 0F: 2 clusters Score -6603120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -6567433.500000 Penalty: 5395.249023
	Iteration 0F: 3 clusters Score -6567434 nChanged 24661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6581156.000000 Penalty: 5395.249023
	Iteration 1F: 3 clusters Score -6581156 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6581858.500000 Penalty: 5395.249023
	Iteration 2Q: 3 clusters Score -6581858 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -6582716.000000 Penalty: 5395.249023
	Iteration 3Q: 3 clusters Score -6582716 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -6584094.500000 Penalty: 5395.249023
	Iteration 4F: 3 clusters Score -6584094 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -6586204.500000 Penalty: 5395.249023
	Iteration 5F: 3 clusters Score -6586204 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -6589554.000000 Penalty: 5395.249023
	Iteration 6F: 3 clusters Score -6589554 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -6593860.000000 Penalty: 5395.249023
	Iteration 7F: 3 clusters Score -6593860 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -6597634.000000 Penalty: 5395.249023
	Iteration 8F: 3 clusters Score -6597634 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6599681.000000 Penalty: 5395.249023
	Iteration 9Q: 3 clusters Score -6599681 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6600509.000000 Penalty: 5395.249023
	Iteration 10Q: 3 clusters Score -6600509 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6600860.000000 Penalty: 5395.249023
	Iteration 11Q: 3 clusters Score -6600860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6601011.500000 Penalty: 5395.249023
	Iteration 12Q: 3 clusters Score -6601012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6601076.000000 Penalty: 5395.249023
	Iteration 13Q: 3 clusters Score -6601076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6601112.500000 Penalty: 5395.249023
	Iteration 14Q: 3 clusters Score -6601112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6601132.500000 Penalty: 5395.249023
	Iteration 15Q: 3 clusters Score -6601132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6601142.500000 Penalty: 5395.249023
	Iteration 16Q: 3 clusters Score -6601142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6601157.000000 Penalty: 5395.249023
	Iteration 17Q: 3 clusters Score -6601157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6601151.000000 Penalty: 5395.249023
	Iteration 18Q: 3 clusters Score -6601151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6601153.500000 Penalty: 5395.249023
	Iteration 19Q: 3 clusters Score -6601154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6601169.500000 Penalty: 5395.249023
	Iteration 20F: 3 clusters Score -6601170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6601176.000000 Penalty: 5395.249023
	Iteration 21Q: 3 clusters Score -6601176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6601185.000000 Penalty: 5395.249023
	Iteration 22Q: 3 clusters Score -6601185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6601189.000000 Penalty: 5395.249023
	Iteration 23Q: 3 clusters Score -6601189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6601189.500000 Penalty: 5395.249023
	Iteration 24Q: 3 clusters Score -6601190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6601188.500000 Penalty: 5395.249023
	Iteration 25Q: 3 clusters Score -6601188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6601189.000000 Penalty: 5395.249023
	Iteration 26Q: 3 clusters Score -6601189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6601194.500000 Penalty: 5395.249023
	Iteration 27Q: 3 clusters Score -6601194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6601194.000000 Penalty: 5395.249023
	Iteration 28Q: 3 clusters Score -6601194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6601194.000000 Penalty: 5395.249023
	Iteration 29F: 3 clusters Score -6601194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29462.919922 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29462.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29561.464844 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29561.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29583.212891 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29583.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29583.212891 Penalty: 2767.546143
	Iteration 3F: 3 clusters Score -29583.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Entering Unmasked Estep 
Score: -3606335.750000 Penalty: 2538.106445
	Iteration 0F: 2 clusters Score -3606336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3587188.000000 Penalty: 5076.212891
	Iteration 0F: 3 clusters Score -3587188 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3594050.750000 Penalty: 5076.212891
	Iteration 1F: 3 clusters Score -3594051 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3594778.750000 Penalty: 5076.212891
	Iteration 2F: 3 clusters Score -3594779 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3595672.750000 Penalty: 5076.212891
	Iteration 3F: 3 clusters Score -3595673 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3596816.250000 Penalty: 5076.212891
	Iteration 4F: 3 clusters Score -3596816 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3598148.000000 Penalty: 5076.212891
	Iteration 5F: 3 clusters Score -3598148 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3599722.750000 Penalty: 5076.212891
	Iteration 6F: 3 clusters Score -3599723 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3601358.250000 Penalty: 5076.212891
	Iteration 7F: 3 clusters Score -3601358 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3602753.250000 Penalty: 5076.212891
	Iteration 8F: 3 clusters Score -3602753 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3603785.750000 Penalty: 5076.212891
	Iteration 9Q: 3 clusters Score -3603786 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3604405.250000 Penalty: 5076.212891
	Iteration 10Q: 3 clusters Score -3604405 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3604732.250000 Penalty: 5076.212891
	Iteration 11Q: 3 clusters Score -3604732 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3604937.750000 Penalty: 5076.212891
	Iteration 12Q: 3 clusters Score -3604938 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3605066.250000 Penalty: 5076.212891
	Iteration 13Q: 3 clusters Score -3605066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3605144.500000 Penalty: 5076.212891
	Iteration 14Q: 3 clusters Score -3605144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3605179.500000 Penalty: 5076.212891
	Iteration 15Q: 3 clusters Score -3605180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3605202.000000 Penalty: 5076.212891
	Iteration 16Q: 3 clusters Score -3605202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3605221.750000 Penalty: 5076.212891
	Iteration 17Q: 3 clusters Score -3605222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3605241.750000 Penalty: 5076.212891
	Iteration 18Q: 3 clusters Score -3605242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3605261.500000 Penalty: 5076.212891
	Iteration 19Q: 3 clusters Score -3605262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3605270.000000 Penalty: 5076.212891
	Iteration 20F: 3 clusters Score -3605270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3605280.000000 Penalty: 5076.212891
	Iteration 21Q: 3 clusters Score -3605280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3605278.750000 Penalty: 5076.212891
	Iteration 22Q: 3 clusters Score -3605279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3605274.500000 Penalty: 5076.212891
	Iteration 23Q: 3 clusters Score -3605274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3605272.250000 Penalty: 5076.212891
	Iteration 24Q: 3 clusters Score -3605272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3605277.500000 Penalty: 5076.212891
	Iteration 25Q: 3 clusters Score -3605278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3605281.500000 Penalty: 5076.212891
	Iteration 26Q: 3 clusters Score -3605282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3605281.500000 Penalty: 5076.212891
	Iteration 27Q: 3 clusters Score -3605282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3605287.500000 Penalty: 5076.212891
	Iteration 28Q: 3 clusters Score -3605288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3605284.000000 Penalty: 5076.212891
	Iteration 29Q: 3 clusters Score -3605284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3605284.250000 Penalty: 5076.212891
	Iteration 30Q: 3 clusters Score -3605284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3605284.250000 Penalty: 5076.212891
	Iteration 31F: 3 clusters Score -3605284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Entering Unmasked Estep 
Score: -21560492.000000 Penalty: 2985.125244
	Iteration 0F: 2 clusters Score -2.156049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -21451420.000000 Penalty: 5970.250488
	Iteration 0F: 3 clusters Score -2.145142e+07 nChanged 80896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -21499448.000000 Penalty: 5970.250488
	Iteration 1F: 3 clusters Score -2.149945e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -21501582.000000 Penalty: 5970.250488
	Iteration 2Q: 3 clusters Score -2.150158e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -21504436.000000 Penalty: 5970.250488
	Iteration 3Q: 3 clusters Score -2.150444e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -21508500.000000 Penalty: 5970.250488
	Iteration 4F: 3 clusters Score -2.15085e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -21514642.000000 Penalty: 5970.250488
	Iteration 5F: 3 clusters Score -2.151464e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -21522556.000000 Penalty: 5970.250488
	Iteration 6F: 3 clusters Score -2.152256e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -21531694.000000 Penalty: 5970.250488
	Iteration 7F: 3 clusters Score -2.153169e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -21540952.000000 Penalty: 5970.250488
	Iteration 8F: 3 clusters Score -2.154095e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -21547634.000000 Penalty: 5970.250488
	Iteration 9Q: 3 clusters Score -2.154763e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -21551872.000000 Penalty: 5970.250488
	Iteration 10Q: 3 clusters Score -2.155187e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -21554462.000000 Penalty: 5970.250488
	Iteration 11Q: 3 clusters Score -2.155446e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -21555934.000000 Penalty: 5970.250488
	Iteration 12Q: 3 clusters Score -2.155593e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -21556802.000000 Penalty: 5970.250488
	Iteration 13Q: 3 clusters Score -2.15568e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -21557502.000000 Penalty: 5970.250488
	Iteration 14Q: 3 clusters Score -2.15575e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -21557962.000000 Penalty: 5970.250488
	Iteration 15Q: 3 clusters Score -2.155796e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -21558300.000000 Penalty: 5970.250488
	Iteration 16Q: 3 clusters Score -2.15583e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -21558448.000000 Penalty: 5970.250488
	Iteration 17Q: 3 clusters Score -2.155845e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -21558658.000000 Penalty: 5970.250488
	Iteration 18Q: 3 clusters Score -2.155866e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -21558772.000000 Penalty: 5970.250488
	Iteration 19Q: 3 clusters Score -2.155877e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -21558826.000000 Penalty: 5970.250488
	Iteration 20F: 3 clusters Score -2.155883e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -21558918.000000 Penalty: 5970.250488
	Iteration 21Q: 3 clusters Score -2.155892e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -21558988.000000 Penalty: 5970.250488
	Iteration 22Q: 3 clusters Score -2.155899e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -21559012.000000 Penalty: 5970.250488
	Iteration 23Q: 3 clusters Score -2.155901e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21559006.000000 Penalty: 5970.250488
	Iteration 24Q: 3 clusters Score -2.155901e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 155468 members 
Entering Unmasked Estep 
Score: -21559046.000000 Penalty: 5970.250488
	Iteration 25Q: 3 clusters Score -2.155905e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -21559080.000000 Penalty: 5970.250488
	Iteration 26Q: 3 clusters Score -2.155908e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -21559112.000000 Penalty: 5970.250488
	Iteration 27Q: 3 clusters Score -2.155911e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 156218 members 
Entering Unmasked Estep 
Score: -21559148.000000 Penalty: 5970.250488
	Iteration 28Q: 3 clusters Score -2.155915e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -21559184.000000 Penalty: 5970.250488
	Iteration 29Q: 3 clusters Score -2.155918e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 156707 members 
Entering Unmasked Estep 
Score: -21559230.000000 Penalty: 5970.250488
	Iteration 30Q: 3 clusters Score -2.155923e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -21559232.000000 Penalty: 5970.250488
	Iteration 31Q: 3 clusters Score -2.155923e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -21559274.000000 Penalty: 5970.250488
	Iteration 32Q: 3 clusters Score -2.155927e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -21559330.000000 Penalty: 5970.250488
	Iteration 33Q: 3 clusters Score -2.155933e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -21559392.000000 Penalty: 5970.250488
	Iteration 34Q: 3 clusters Score -2.155939e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -21559406.000000 Penalty: 5970.250488
	Iteration 35Q: 3 clusters Score -2.155941e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -21559392.000000 Penalty: 5970.250488
	Iteration 36Q: 3 clusters Score -2.155939e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -21559352.000000 Penalty: 5970.250488
	Iteration 37Q: 3 clusters Score -2.155935e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 158241 members 
Entering Unmasked Estep 
Score: -21559396.000000 Penalty: 5970.250488
	Iteration 38Q: 3 clusters Score -2.15594e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -21559360.000000 Penalty: 5970.250488
	Iteration 39Q: 3 clusters Score -2.155936e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -21559324.000000 Penalty: 5970.250488
	Iteration 40F: 3 clusters Score -2.155932e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -21559386.000000 Penalty: 5970.250488
	Iteration 41Q: 3 clusters Score -2.155939e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 158703 members 
Entering Unmasked Estep 
Score: -21559396.000000 Penalty: 5970.250488
	Iteration 42Q: 3 clusters Score -2.15594e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 158817 members 
Entering Unmasked Estep 
Score: -21559426.000000 Penalty: 5970.250488
	Iteration 43Q: 3 clusters Score -2.155943e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -21559430.000000 Penalty: 5970.250488
	Iteration 44Q: 3 clusters Score -2.155943e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -21559432.000000 Penalty: 5970.250488
	Iteration 45Q: 3 clusters Score -2.155943e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -21559456.000000 Penalty: 5970.250488
	Iteration 46Q: 3 clusters Score -2.155946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -21559444.000000 Penalty: 5970.250488
	Iteration 47Q: 3 clusters Score -2.155944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -21559424.000000 Penalty: 5970.250488
	Iteration 48Q: 3 clusters Score -2.155942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 159314 members 
Entering Unmasked Estep 
Score: -21559444.000000 Penalty: 5970.250488
	Iteration 49Q: 3 clusters Score -2.155944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -21559430.000000 Penalty: 5970.250488
	Iteration 50Q: 3 clusters Score -2.155943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -21559426.000000 Penalty: 5970.250488
	Iteration 51Q: 3 clusters Score -2.155943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -21559424.000000 Penalty: 5970.250488
	Iteration 52Q: 3 clusters Score -2.155942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -21559436.000000 Penalty: 5970.250488
	Iteration 53Q: 3 clusters Score -2.155944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 159507 members 
Entering Unmasked Estep 
Score: -21559434.000000 Penalty: 5970.250488
	Iteration 54Q: 3 clusters Score -2.155943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -21559428.000000 Penalty: 5970.250488
	Iteration 55Q: 3 clusters Score -2.155943e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -21559420.000000 Penalty: 5970.250488
	Iteration 56Q: 3 clusters Score -2.155942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 159603 members 
Entering Unmasked Estep 
Score: -21559422.000000 Penalty: 5970.250488
	Iteration 57Q: 3 clusters Score -2.155942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -21559398.000000 Penalty: 5970.250488
	Iteration 58Q: 3 clusters Score -2.15594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -21559430.000000 Penalty: 5970.250488
	Iteration 59Q: 3 clusters Score -2.155943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -21559418.000000 Penalty: 5970.250488
	Iteration 60F: 3 clusters Score -2.155942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -21559416.000000 Penalty: 5970.250488
	Iteration 61Q: 3 clusters Score -2.155942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -21559430.000000 Penalty: 5970.250488
	Iteration 62Q: 3 clusters Score -2.155943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -21559448.000000 Penalty: 5970.250488
	Iteration 63Q: 3 clusters Score -2.155945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -21559448.000000 Penalty: 5970.250488
	Iteration 64Q: 3 clusters Score -2.155945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -21559448.000000 Penalty: 5970.250488
	Iteration 65Q: 3 clusters Score -2.155945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 159809 members 
Entering Unmasked Estep 
Score: -21559446.000000 Penalty: 5970.250488
	Iteration 66Q: 3 clusters Score -2.155945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -21559436.000000 Penalty: 5970.250488
	Iteration 67Q: 3 clusters Score -2.155944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -21559420.000000 Penalty: 5970.250488
	Iteration 68Q: 3 clusters Score -2.155942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -21559430.000000 Penalty: 5970.250488
	Iteration 69Q: 3 clusters Score -2.155943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -21559440.000000 Penalty: 5970.250488
	Iteration 70Q: 3 clusters Score -2.155944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -21559454.000000 Penalty: 5970.250488
	Iteration 71Q: 3 clusters Score -2.155945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -21559456.000000 Penalty: 5970.250488
	Iteration 72Q: 3 clusters Score -2.155946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -21559448.000000 Penalty: 5970.250488
	Iteration 73Q: 3 clusters Score -2.155945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -21559484.000000 Penalty: 5970.250488
	Iteration 74Q: 3 clusters Score -2.155948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -21559476.000000 Penalty: 5970.250488
	Iteration 75Q: 3 clusters Score -2.155948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 159974 members 
Entering Unmasked Estep 
Score: -21559478.000000 Penalty: 5970.250488
	Iteration 76Q: 3 clusters Score -2.155948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -21559480.000000 Penalty: 5970.250488
	Iteration 77Q: 3 clusters Score -2.155948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -21559486.000000 Penalty: 5970.250488
	Iteration 78Q: 3 clusters Score -2.155949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -21559482.000000 Penalty: 5970.250488
	Iteration 79Q: 3 clusters Score -2.155948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -21559482.000000 Penalty: 5970.250488
	Iteration 80F: 3 clusters Score -2.155948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -21559476.000000 Penalty: 5970.250488
	Iteration 81Q: 3 clusters Score -2.155948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 160024 members 
Entering Unmasked Estep 
Score: -21559464.000000 Penalty: 5970.250488
	Iteration 82Q: 3 clusters Score -2.155946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -21559458.000000 Penalty: 5970.250488
	Iteration 83Q: 3 clusters Score -2.155946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -21559456.000000 Penalty: 5970.250488
	Iteration 84Q: 3 clusters Score -2.155946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -21559474.000000 Penalty: 5970.250488
	Iteration 85Q: 3 clusters Score -2.155947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -21559464.000000 Penalty: 5970.250488
	Iteration 86Q: 3 clusters Score -2.155946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -21559464.000000 Penalty: 5970.250488
	Iteration 87Q: 3 clusters Score -2.155946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -21559464.000000 Penalty: 5970.250488
	Iteration 88Q: 3 clusters Score -2.155946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 160033 members 
Entering Unmasked Estep 
Score: -21559458.000000 Penalty: 5970.250488
	Iteration 89Q: 3 clusters Score -2.155946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 160033 members 
Entering Unmasked Estep 
Score: -21559458.000000 Penalty: 5970.250488
	Iteration 90F: 3 clusters Score -2.155946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (210976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210976 members 
Entering Unmasked Estep 
Score: -27047490.000000 Penalty: 3040.355957
	Iteration 0F: 2 clusters Score -2.704749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -26941722.000000 Penalty: 6080.711914
	Iteration 0F: 3 clusters Score -2.694172e+07 nChanged 101451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -27001050.000000 Penalty: 6080.711914
	Iteration 1F: 3 clusters Score -2.700105e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -27001842.000000 Penalty: 6080.711914
	Iteration 2Q: 3 clusters Score -2.700184e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -27003038.000000 Penalty: 6080.711914
	Iteration 3Q: 3 clusters Score -2.700304e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -27004348.000000 Penalty: 6080.711914
	Iteration 4Q: 3 clusters Score -2.700435e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -27006576.000000 Penalty: 6080.711914
	Iteration 5Q: 3 clusters Score -2.700658e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -27009926.000000 Penalty: 6080.711914
	Iteration 6Q: 3 clusters Score -2.700993e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 133979 members 
Entering Unmasked Estep 
Score: -27015712.000000 Penalty: 6080.711914
	Iteration 7F: 3 clusters Score -2.701571e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 142011 members 
Entering Unmasked Estep 
Score: -27023704.000000 Penalty: 6080.711914
	Iteration 8F: 3 clusters Score -2.70237e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 148199 members 
Entering Unmasked Estep 
Score: -27032846.000000 Penalty: 6080.711914
	Iteration 9F: 3 clusters Score -2.703285e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -27039590.000000 Penalty: 6080.711914
	Iteration 10F: 3 clusters Score -2.703959e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -27041870.000000 Penalty: 6080.711914
	Iteration 11Q: 3 clusters Score -2.704187e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -27042168.000000 Penalty: 6080.711914
	Iteration 12Q: 3 clusters Score -2.704217e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -27042240.000000 Penalty: 6080.711914
	Iteration 13Q: 3 clusters Score -2.704224e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -27042206.000000 Penalty: 6080.711914
	Iteration 14Q: 3 clusters Score -2.704221e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -27042184.000000 Penalty: 6080.711914
	Iteration 15Q: 3 clusters Score -2.704218e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -27042204.000000 Penalty: 6080.711914
	Iteration 16Q: 3 clusters Score -2.70422e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 144036 members 
Entering Unmasked Estep 
Score: -27042220.000000 Penalty: 6080.711914
	Iteration 17Q: 3 clusters Score -2.704222e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 142483 members 
Entering Unmasked Estep 
Score: -27042320.000000 Penalty: 6080.711914
	Iteration 18Q: 3 clusters Score -2.704232e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -27042410.000000 Penalty: 6080.711914
	Iteration 19Q: 3 clusters Score -2.704241e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -27042340.000000 Penalty: 6080.711914
	Iteration 20F: 3 clusters Score -2.704234e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 137433 members 
Entering Unmasked Estep 
Score: -27042334.000000 Penalty: 6080.711914
	Iteration 21Q: 3 clusters Score -2.704233e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -27042364.000000 Penalty: 6080.711914
	Iteration 22Q: 3 clusters Score -2.704236e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -27042434.000000 Penalty: 6080.711914
	Iteration 23Q: 3 clusters Score -2.704243e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -27042470.000000 Penalty: 6080.711914
	Iteration 24Q: 3 clusters Score -2.704247e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -27042336.000000 Penalty: 6080.711914
	Iteration 25Q: 3 clusters Score -2.704234e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -27042268.000000 Penalty: 6080.711914
	Iteration 26Q: 3 clusters Score -2.704227e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 126618 members 
Entering Unmasked Estep 
Score: -27042364.000000 Penalty: 6080.711914
	Iteration 27Q: 3 clusters Score -2.704236e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -27042454.000000 Penalty: 6080.711914
	Iteration 28Q: 3 clusters Score -2.704245e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -27042642.000000 Penalty: 6080.711914
	Iteration 29Q: 3 clusters Score -2.704264e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -27042732.000000 Penalty: 6080.711914
	Iteration 30Q: 3 clusters Score -2.704273e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -27042922.000000 Penalty: 6080.711914
	Iteration 31Q: 3 clusters Score -2.704292e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -27043010.000000 Penalty: 6080.711914
	Iteration 32Q: 3 clusters Score -2.704301e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -27043088.000000 Penalty: 6080.711914
	Iteration 33Q: 3 clusters Score -2.704309e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -27043198.000000 Penalty: 6080.711914
	Iteration 34Q: 3 clusters Score -2.70432e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -27043308.000000 Penalty: 6080.711914
	Iteration 35Q: 3 clusters Score -2.704331e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -27043334.000000 Penalty: 6080.711914
	Iteration 36Q: 3 clusters Score -2.704333e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -27043482.000000 Penalty: 6080.711914
	Iteration 37Q: 3 clusters Score -2.704348e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -27043580.000000 Penalty: 6080.711914
	Iteration 38Q: 3 clusters Score -2.704358e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -27043664.000000 Penalty: 6080.711914
	Iteration 39Q: 3 clusters Score -2.704366e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -27043976.000000 Penalty: 6080.711914
	Iteration 40F: 3 clusters Score -2.704398e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -27044270.000000 Penalty: 6080.711914
	Iteration 41Q: 3 clusters Score -2.704427e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120389 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -27044464.000000 Penalty: 6080.711914
	Iteration 42Q: 3 clusters Score -2.704446e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -27044714.000000 Penalty: 6080.711914
	Iteration 43Q: 3 clusters Score -2.704471e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128248 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -27045030.000000 Penalty: 6080.711914
	Iteration 44Q: 3 clusters Score -2.704503e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -27045518.000000 Penalty: 6080.711914
	Iteration 45Q: 3 clusters Score -2.704552e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -27046360.000000 Penalty: 6080.711914
	Iteration 46Q: 3 clusters Score -2.704636e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -27046996.000000 Penalty: 6080.711914
	Iteration 47Q: 3 clusters Score -2.7047e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -27048234.000000 Penalty: 6080.711914
	Iteration 48Q: 3 clusters Score -2.704823e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -27049074.000000 Penalty: 6080.711914
	Iteration 49Q: 3 clusters Score -2.704907e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -27049502.000000 Penalty: 6080.711914
	Iteration 50Q: 3 clusters Score -2.70495e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183590 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -27049272.000000 Penalty: 6080.711914
	Iteration 51F: 3 clusters Score -2.704927e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194544 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -27047518.000000 Penalty: 6080.711914
	Iteration 52F: 3 clusters Score -2.704752e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203156 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -27045602.000000 Penalty: 6080.711914
	Iteration 53Q: 3 clusters Score -2.70456e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207771 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -27044770.000000 Penalty: 6080.711914
	Iteration 54Q: 3 clusters Score -2.704477e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209696 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -27044734.000000 Penalty: 6080.711914
	Iteration 55Q: 3 clusters Score -2.704473e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210330 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -27044854.000000 Penalty: 6080.711914
	Iteration 56Q: 3 clusters Score -2.704485e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210542 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -27044934.000000 Penalty: 6080.711914
	Iteration 57Q: 3 clusters Score -2.704493e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210620 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27044954.000000 Penalty: 6080.711914
	Iteration 58Q: 3 clusters Score -2.704495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210648 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27044972.000000 Penalty: 6080.711914
	Iteration 59Q: 3 clusters Score -2.704497e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210665 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27044980.000000 Penalty: 6080.711914
	Iteration 60F: 3 clusters Score -2.704498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210677 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27045006.000000 Penalty: 6080.711914
	Iteration 61Q: 3 clusters Score -2.704501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210687 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27045020.000000 Penalty: 6080.711914
	Iteration 62Q: 3 clusters Score -2.704502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27045044.000000 Penalty: 6080.711914
	Iteration 63Q: 3 clusters Score -2.704504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210694 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27045044.000000 Penalty: 6080.711914
	Iteration 64Q: 3 clusters Score -2.704504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210701 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27045058.000000 Penalty: 6080.711914
	Iteration 65Q: 3 clusters Score -2.704506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210706 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27045050.000000 Penalty: 6080.711914
	Iteration 66Q: 3 clusters Score -2.704505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210706 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27045078.000000 Penalty: 6080.711914
	Iteration 67Q: 3 clusters Score -2.704508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210711 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27045088.000000 Penalty: 6080.711914
	Iteration 68Q: 3 clusters Score -2.704509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210712 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27045114.000000 Penalty: 6080.711914
	Iteration 69Q: 3 clusters Score -2.704511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210713 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27045120.000000 Penalty: 6080.711914
	Iteration 70Q: 3 clusters Score -2.704512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210711 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27045118.000000 Penalty: 6080.711914
	Iteration 71Q: 3 clusters Score -2.704512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210707 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27045096.000000 Penalty: 6080.711914
	Iteration 72Q: 3 clusters Score -2.70451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210706 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27045102.000000 Penalty: 6080.711914
	Iteration 73Q: 3 clusters Score -2.70451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210705 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27045116.000000 Penalty: 6080.711914
	Iteration 74Q: 3 clusters Score -2.704512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210705 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27045116.000000 Penalty: 6080.711914
	Iteration 75F: 3 clusters Score -2.704512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Entering Unmasked Estep 
Score: -5165335.000000 Penalty: 2626.628906
	Iteration 0F: 2 clusters Score -5165335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5138283.500000 Penalty: 5253.257812
	Iteration 0F: 3 clusters Score -5138284 nChanged 18237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5148317.000000 Penalty: 5253.257812
	Iteration 1F: 3 clusters Score -5148317 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5148829.000000 Penalty: 5253.257812
	Iteration 2Q: 3 clusters Score -5148829 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5149419.500000 Penalty: 5253.257812
	Iteration 3Q: 3 clusters Score -5149420 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5150129.000000 Penalty: 5253.257812
	Iteration 4Q: 3 clusters Score -5150129 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5150962.500000 Penalty: 5253.257812
	Iteration 5Q: 3 clusters Score -5150962 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5152210.000000 Penalty: 5253.257812
	Iteration 6F: 3 clusters Score -5152210 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -5153899.500000 Penalty: 5253.257812
	Iteration 7F: 3 clusters Score -5153900 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5155984.000000 Penalty: 5253.257812
	Iteration 8F: 3 clusters Score -5155984 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -5157998.000000 Penalty: 5253.257812
	Iteration 9F: 3 clusters Score -5157998 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5159343.000000 Penalty: 5253.257812
	Iteration 10Q: 3 clusters Score -5159343 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5160088.000000 Penalty: 5253.257812
	Iteration 11Q: 3 clusters Score -5160088 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -5160529.500000 Penalty: 5253.257812
	Iteration 12Q: 3 clusters Score -5160530 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -5160789.000000 Penalty: 5253.257812
	Iteration 13Q: 3 clusters Score -5160789 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5161038.000000 Penalty: 5253.257812
	Iteration 14Q: 3 clusters Score -5161038 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5161285.500000 Penalty: 5253.257812
	Iteration 15Q: 3 clusters Score -5161286 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -5161487.500000 Penalty: 5253.257812
	Iteration 16Q: 3 clusters Score -5161488 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5161640.500000 Penalty: 5253.257812
	Iteration 17Q: 3 clusters Score -5161640 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -5161764.500000 Penalty: 5253.257812
	Iteration 18Q: 3 clusters Score -5161764 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5161887.000000 Penalty: 5253.257812
	Iteration 19Q: 3 clusters Score -5161887 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5161978.500000 Penalty: 5253.257812
	Iteration 20F: 3 clusters Score -5161978 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5162086.500000 Penalty: 5253.257812
	Iteration 21Q: 3 clusters Score -5162086 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5162174.000000 Penalty: 5253.257812
	Iteration 22Q: 3 clusters Score -5162174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5162270.000000 Penalty: 5253.257812
	Iteration 23Q: 3 clusters Score -5162270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -5162359.000000 Penalty: 5253.257812
	Iteration 24Q: 3 clusters Score -5162359 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5162459.500000 Penalty: 5253.257812
	Iteration 25Q: 3 clusters Score -5162460 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5162509.000000 Penalty: 5253.257812
	Iteration 26Q: 3 clusters Score -5162509 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5162569.500000 Penalty: 5253.257812
	Iteration 27Q: 3 clusters Score -5162570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5162640.500000 Penalty: 5253.257812
	Iteration 28Q: 3 clusters Score -5162640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5162709.000000 Penalty: 5253.257812
	Iteration 29Q: 3 clusters Score -5162709 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5162764.500000 Penalty: 5253.257812
	Iteration 30Q: 3 clusters Score -5162764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -5162789.000000 Penalty: 5253.257812
	Iteration 31Q: 3 clusters Score -5162789 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5162839.500000 Penalty: 5253.257812
	Iteration 32Q: 3 clusters Score -5162840 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -5162889.500000 Penalty: 5253.257812
	Iteration 33Q: 3 clusters Score -5162890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -5162940.000000 Penalty: 5253.257812
	Iteration 34Q: 3 clusters Score -5162940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5162964.500000 Penalty: 5253.257812
	Iteration 35Q: 3 clusters Score -5162964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5162993.000000 Penalty: 5253.257812
	Iteration 36Q: 3 clusters Score -5162993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5163004.000000 Penalty: 5253.257812
	Iteration 37Q: 3 clusters Score -5163004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5163025.000000 Penalty: 5253.257812
	Iteration 38Q: 3 clusters Score -5163025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5163043.000000 Penalty: 5253.257812
	Iteration 39Q: 3 clusters Score -5163043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5163047.500000 Penalty: 5253.257812
	Iteration 40F: 3 clusters Score -5163048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5163061.500000 Penalty: 5253.257812
	Iteration 41Q: 3 clusters Score -5163062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5163066.000000 Penalty: 5253.257812
	Iteration 42Q: 3 clusters Score -5163066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5163080.000000 Penalty: 5253.257812
	Iteration 43Q: 3 clusters Score -5163080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -5163080.500000 Penalty: 5253.257812
	Iteration 44Q: 3 clusters Score -5163080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5163097.500000 Penalty: 5253.257812
	Iteration 45Q: 3 clusters Score -5163098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5163097.500000 Penalty: 5253.257812
	Iteration 46Q: 3 clusters Score -5163098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5163105.500000 Penalty: 5253.257812
	Iteration 47Q: 3 clusters Score -5163106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5163114.000000 Penalty: 5253.257812
	Iteration 48Q: 3 clusters Score -5163114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5163118.500000 Penalty: 5253.257812
	Iteration 49Q: 3 clusters Score -5163118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5163123.500000 Penalty: 5253.257812
	Iteration 50Q: 3 clusters Score -5163124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -5163128.500000 Penalty: 5253.257812
	Iteration 51Q: 3 clusters Score -5163128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5163143.500000 Penalty: 5253.257812
	Iteration 52Q: 3 clusters Score -5163144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5163145.500000 Penalty: 5253.257812
	Iteration 53Q: 3 clusters Score -5163146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5163150.500000 Penalty: 5253.257812
	Iteration 54Q: 3 clusters Score -5163150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -5163158.500000 Penalty: 5253.257812
	Iteration 55Q: 3 clusters Score -5163158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5163160.500000 Penalty: 5253.257812
	Iteration 56Q: 3 clusters Score -5163160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5163161.000000 Penalty: 5253.257812
	Iteration 57Q: 3 clusters Score -5163161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5163163.500000 Penalty: 5253.257812
	Iteration 58Q: 3 clusters Score -5163164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5163164.500000 Penalty: 5253.257812
	Iteration 59Q: 3 clusters Score -5163164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5163168.500000 Penalty: 5253.257812
	Iteration 60F: 3 clusters Score -5163168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5163171.500000 Penalty: 5253.257812
	Iteration 61Q: 3 clusters Score -5163172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5163179.000000 Penalty: 5253.257812
	Iteration 62Q: 3 clusters Score -5163179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5163172.500000 Penalty: 5253.257812
	Iteration 63Q: 3 clusters Score -5163172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5163178.000000 Penalty: 5253.257812
	Iteration 64Q: 3 clusters Score -5163178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -5163175.500000 Penalty: 5253.257812
	Iteration 65Q: 3 clusters Score -5163176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -5163178.000000 Penalty: 5253.257812
	Iteration 66Q: 3 clusters Score -5163178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5163185.000000 Penalty: 5253.257812
	Iteration 67Q: 3 clusters Score -5163185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5163179.500000 Penalty: 5253.257812
	Iteration 68Q: 3 clusters Score -5163180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5163179.500000 Penalty: 5253.257812
	Iteration 69Q: 3 clusters Score -5163180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -5163181.500000 Penalty: 5253.257812
	Iteration 70Q: 3 clusters Score -5163182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5163181.000000 Penalty: 5253.257812
	Iteration 71Q: 3 clusters Score -5163181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5163181.000000 Penalty: 5253.257812
	Iteration 72F: 3 clusters Score -5163181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Entering Unmasked Estep 
Score: -2688714.750000 Penalty: 2464.656250
	Iteration 0F: 2 clusters Score -2688715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2674245.250000 Penalty: 4929.312500
	Iteration 0F: 3 clusters Score -2674245 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2679305.000000 Penalty: 4929.312500
	Iteration 1F: 3 clusters Score -2679305 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2679740.000000 Penalty: 4929.312500
	Iteration 2F: 3 clusters Score -2679740 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2680102.500000 Penalty: 4929.312500
	Iteration 3Q: 3 clusters Score -2680102 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2680475.250000 Penalty: 4929.312500
	Iteration 4Q: 3 clusters Score -2680475 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2680902.000000 Penalty: 4929.312500
	Iteration 5Q: 3 clusters Score -2680902 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2681436.750000 Penalty: 4929.312500
	Iteration 6Q: 3 clusters Score -2681437 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2682092.250000 Penalty: 4929.312500
	Iteration 7F: 3 clusters Score -2682092 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2682906.250000 Penalty: 4929.312500
	Iteration 8F: 3 clusters Score -2682906 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2683740.000000 Penalty: 4929.312500
	Iteration 9F: 3 clusters Score -2683740 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2684422.750000 Penalty: 4929.312500
	Iteration 10Q: 3 clusters Score -2684423 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2684940.500000 Penalty: 4929.312500
	Iteration 11Q: 3 clusters Score -2684940 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2685337.250000 Penalty: 4929.312500
	Iteration 12Q: 3 clusters Score -2685337 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2685658.000000 Penalty: 4929.312500
	Iteration 13Q: 3 clusters Score -2685658 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2685903.250000 Penalty: 4929.312500
	Iteration 14Q: 3 clusters Score -2685903 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2686097.250000 Penalty: 4929.312500
	Iteration 15Q: 3 clusters Score -2686097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2686232.250000 Penalty: 4929.312500
	Iteration 16Q: 3 clusters Score -2686232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2686312.500000 Penalty: 4929.312500
	Iteration 17Q: 3 clusters Score -2686312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2686384.750000 Penalty: 4929.312500
	Iteration 18Q: 3 clusters Score -2686385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2686432.000000 Penalty: 4929.312500
	Iteration 19Q: 3 clusters Score -2686432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2686455.750000 Penalty: 4929.312500
	Iteration 20F: 3 clusters Score -2686456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2686460.500000 Penalty: 4929.312500
	Iteration 21Q: 3 clusters Score -2686460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2686472.500000 Penalty: 4929.312500
	Iteration 22Q: 3 clusters Score -2686472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2686489.000000 Penalty: 4929.312500
	Iteration 23Q: 3 clusters Score -2686489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2686505.000000 Penalty: 4929.312500
	Iteration 24Q: 3 clusters Score -2686505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2686508.000000 Penalty: 4929.312500
	Iteration 25Q: 3 clusters Score -2686508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2686508.750000 Penalty: 4929.312500
	Iteration 26Q: 3 clusters Score -2686509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2686512.750000 Penalty: 4929.312500
	Iteration 27Q: 3 clusters Score -2686513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2686511.500000 Penalty: 4929.312500
	Iteration 28Q: 3 clusters Score -2686512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2686517.250000 Penalty: 4929.312500
	Iteration 29Q: 3 clusters Score -2686517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2686521.750000 Penalty: 4929.312500
	Iteration 30Q: 3 clusters Score -2686522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2686518.750000 Penalty: 4929.312500
	Iteration 31Q: 3 clusters Score -2686519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2686515.500000 Penalty: 4929.312500
	Iteration 32Q: 3 clusters Score -2686516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2686521.250000 Penalty: 4929.312500
	Iteration 33Q: 3 clusters Score -2686521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2686519.500000 Penalty: 4929.312500
	Iteration 34Q: 3 clusters Score -2686520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2686521.250000 Penalty: 4929.312500
	Iteration 35Q: 3 clusters Score -2686521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2686518.000000 Penalty: 4929.312500
	Iteration 36Q: 3 clusters Score -2686518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2686522.500000 Penalty: 4929.312500
	Iteration 37Q: 3 clusters Score -2686522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2686521.250000 Penalty: 4929.312500
	Iteration 38Q: 3 clusters Score -2686521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2686521.250000 Penalty: 4929.312500
	Iteration 39F: 3 clusters Score -2686521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1347875.250000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1347875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1339921.750000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1339922 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1342181.750000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1342182 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1342451.000000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1342451 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1342670.375000 Penalty: 4585.439941
	Iteration 3Q: 3 clusters Score -1342670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1342821.375000 Penalty: 4585.439941
	Iteration 4Q: 3 clusters Score -1342821 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1342947.750000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -1342948 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1343093.375000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -1343093 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1343239.125000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1343239 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1343405.750000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1343406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1343602.125000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1343602 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1343828.500000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1343828 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1344085.875000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1344086 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1344370.000000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1344370 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1344665.375000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1344665 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1344951.000000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1344951 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1345186.750000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1345187 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1345355.125000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1345355 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1345484.375000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1345484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1345573.250000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1345573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1345625.875000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1345626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1345662.875000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1345663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1345688.875000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1345689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1345713.500000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1345714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1345730.125000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1345730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1345747.250000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1345747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1345765.375000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1345765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1345785.250000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1345785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1345798.750000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1345799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1345806.875000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1345807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1345813.000000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1345813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1345814.625000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1345815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1345820.000000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -1345820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1345827.250000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -1345827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1345832.125000 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -1345832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1345835.875000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -1345836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1345839.250000 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -1345839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1345843.625000 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -1345844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1345843.000000 Penalty: 4585.439941
	Iteration 37Q: 3 clusters Score -1345843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1345847.250000 Penalty: 4585.439941
	Iteration 38Q: 3 clusters Score -1345847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1345852.375000 Penalty: 4585.439941
	Iteration 39Q: 3 clusters Score -1345852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1345856.750000 Penalty: 4585.439941
	Iteration 40F: 3 clusters Score -1345857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1345859.500000 Penalty: 4585.439941
	Iteration 41Q: 3 clusters Score -1345860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1345859.500000 Penalty: 4585.439941
	Iteration 42F: 3 clusters Score -1345860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117429.617188 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117429.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117693.468750 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117693.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117779.679688 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -117779.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117810.531250 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117810.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117836.289062 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117836.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117849.460938 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117856.578125 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117861.328125 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117862.835938 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -117862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117863.476562 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -117863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117863.476562 Penalty: 3411.649902
	Iteration 10F: 3 clusters Score -117863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -245123.578125 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -245123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242499.109375 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -242499.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -242962.000000 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -242962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -243072.046875 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -243072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -243134.156250 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -243134.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -243183.687500 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -243183.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -243226.406250 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -243226.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -243264.359375 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -243264.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -243288.671875 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -243288.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243302.546875 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -243302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243322.687500 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -243322.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -243337.640625 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -243337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243346.125000 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -243346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243356.000000 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -243356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243363.656250 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -243363.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243370.890625 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -243370.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -243379.875000 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -243379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243387.015625 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -243387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243395.406250 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -243395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -243403.156250 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -243403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -243410.609375 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -243410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -243418.171875 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -243418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -243424.078125 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -243424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -243426.281250 Penalty: 3759.520752
	Iteration 22Q: 3 clusters Score -243426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243428.031250 Penalty: 3759.520752
	Iteration 23Q: 3 clusters Score -243428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243428.031250 Penalty: 3759.520752
	Iteration 24F: 3 clusters Score -243428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183049 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24940 members 
Mstep: Class 10 contains 14878 members 
Mstep: Class 11 contains 10808 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52972 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27842 members 
Mstep: Class 18 contains 168855 members 
Mstep: Class 19 contains 210976 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20705 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064528.000000 Penalty: 81763.039062
Iteration 279Q: 25 clusters Score -1.160645e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122407 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183019 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24918 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52989 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27855 members 
Mstep: Class 18 contains 168837 members 
Mstep: Class 19 contains 211023 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 10352 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064584.000000 Penalty: 81763.039062
Iteration 280F: 25 clusters Score -1.160646e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122432 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183024 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24901 members 
Mstep: Class 10 contains 14813 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 52995 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27864 members 
Mstep: Class 18 contains 168810 members 
Mstep: Class 19 contains 211064 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 20704 members 
Mstep: Class 22 contains 10352 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064608.000000 Penalty: 81763.039062
Iteration 281Q: 25 clusters Score -1.160646e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183024 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24878 members 
Mstep: Class 10 contains 14785 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53003 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27868 members 
Mstep: Class 18 contains 168776 members 
Mstep: Class 19 contains 211109 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064600.000000 Penalty: 81763.039062
Iteration 282Q: 25 clusters Score -1.160646e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122513 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 183015 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24856 members 
Mstep: Class 10 contains 14755 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 15384 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53009 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27878 members 
Mstep: Class 18 contains 168736 members 
Mstep: Class 19 contains 211148 members 
Mstep: Class 20 contains 39784 members 
Mstep: Class 21 contains 20705 members 
Mstep: Class 22 contains 10350 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064672.000000 Penalty: 81763.039062
Iteration 283Q: 25 clusters Score -1.160647e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122569 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182994 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24830 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53010 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27903 members 
Mstep: Class 18 contains 168707 members 
Mstep: Class 19 contains 211197 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 10350 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064592.000000 Penalty: 81763.039062
Iteration 284Q: 25 clusters Score -1.160646e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122629 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182963 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24808 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 15376 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53013 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27916 members 
Mstep: Class 18 contains 168673 members 
Mstep: Class 19 contains 211249 members 
Mstep: Class 20 contains 39783 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064392.000000 Penalty: 81763.039062
Iteration 285Q: 25 clusters Score -1.160644e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122680 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182934 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24774 members 
Mstep: Class 10 contains 14639 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53013 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27926 members 
Mstep: Class 18 contains 168660 members 
Mstep: Class 19 contains 211302 members 
Mstep: Class 20 contains 39779 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 10350 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064464.000000 Penalty: 81763.039062
Iteration 286Q: 25 clusters Score -1.160645e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 182896 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24740 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53022 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27935 members 
Mstep: Class 18 contains 168653 members 
Mstep: Class 19 contains 211361 members 
Mstep: Class 20 contains 39774 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064256.000000 Penalty: 81763.039062
Iteration 287Q: 25 clusters Score -1.160643e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 182870 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 14558 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 15375 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53033 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27951 members 
Mstep: Class 18 contains 168652 members 
Mstep: Class 19 contains 211392 members 
Mstep: Class 20 contains 39776 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064112.000000 Penalty: 81763.039062
Iteration 288Q: 25 clusters Score -1.160641e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 182837 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53050 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27964 members 
Mstep: Class 18 contains 168649 members 
Mstep: Class 19 contains 211421 members 
Mstep: Class 20 contains 39769 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 10352 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064096.000000 Penalty: 81763.039062
Iteration 289Q: 25 clusters Score -1.160641e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 182807 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24647 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53074 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27978 members 
Mstep: Class 18 contains 168641 members 
Mstep: Class 19 contains 211446 members 
Mstep: Class 20 contains 39768 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10353 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064008.000000 Penalty: 81763.039062
Iteration 290Q: 25 clusters Score -1.16064e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182806 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24608 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53088 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27986 members 
Mstep: Class 18 contains 168626 members 
Mstep: Class 19 contains 211494 members 
Mstep: Class 20 contains 39769 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10353 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064016.000000 Penalty: 81763.039062
Iteration 291Q: 25 clusters Score -1.16064e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182794 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24579 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53097 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 27994 members 
Mstep: Class 18 contains 168617 members 
Mstep: Class 19 contains 211528 members 
Mstep: Class 20 contains 39768 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10353 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064016.000000 Penalty: 81763.039062
Iteration 292Q: 25 clusters Score -1.16064e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182780 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24546 members 
Mstep: Class 10 contains 14416 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53102 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28006 members 
Mstep: Class 18 contains 168605 members 
Mstep: Class 19 contains 211557 members 
Mstep: Class 20 contains 39770 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10354 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063976.000000 Penalty: 81763.039062
Iteration 293Q: 25 clusters Score -1.16064e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122923 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182780 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24497 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 10839 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53107 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28019 members 
Mstep: Class 18 contains 168594 members 
Mstep: Class 19 contains 211598 members 
Mstep: Class 20 contains 39768 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064048.000000 Penalty: 81763.039062
Iteration 294Q: 25 clusters Score -1.16064e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182781 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24471 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53114 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28030 members 
Mstep: Class 18 contains 168575 members 
Mstep: Class 19 contains 211635 members 
Mstep: Class 20 contains 39768 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064032.000000 Penalty: 81763.039062
Iteration 295Q: 25 clusters Score -1.16064e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182791 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24442 members 
Mstep: Class 10 contains 14341 members 
Mstep: Class 11 contains 10834 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53121 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28042 members 
Mstep: Class 18 contains 168560 members 
Mstep: Class 19 contains 211657 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116063984.000000 Penalty: 81763.039062
Iteration 296Q: 25 clusters Score -1.16064e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182801 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24419 members 
Mstep: Class 10 contains 14307 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53126 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28056 members 
Mstep: Class 18 contains 168547 members 
Mstep: Class 19 contains 211676 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10356 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064024.000000 Penalty: 81763.039062
Iteration 297Q: 25 clusters Score -1.16064e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182788 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24398 members 
Mstep: Class 10 contains 14283 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53130 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28073 members 
Mstep: Class 18 contains 168534 members 
Mstep: Class 19 contains 211692 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10356 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064088.000000 Penalty: 81763.039062
Iteration 298Q: 25 clusters Score -1.160641e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182784 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24377 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53139 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28086 members 
Mstep: Class 18 contains 168520 members 
Mstep: Class 19 contains 211711 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064136.000000 Penalty: 81763.039062
Iteration 299Q: 25 clusters Score -1.160641e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182767 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24358 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53150 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28099 members 
Mstep: Class 18 contains 168515 members 
Mstep: Class 19 contains 211726 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064040.000000 Penalty: 81763.039062
Iteration 300F: 25 clusters Score -1.16064e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182767 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24334 members 
Mstep: Class 10 contains 14232 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53157 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28102 members 
Mstep: Class 18 contains 168513 members 
Mstep: Class 19 contains 211746 members 
Mstep: Class 20 contains 39755 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064152.000000 Penalty: 81763.039062
Iteration 301Q: 25 clusters Score -1.160642e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182759 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24311 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53159 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28109 members 
Mstep: Class 18 contains 168516 members 
Mstep: Class 19 contains 211762 members 
Mstep: Class 20 contains 39751 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064072.000000 Penalty: 81763.039062
Iteration 302Q: 25 clusters Score -1.160641e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123115 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182743 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53160 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28113 members 
Mstep: Class 18 contains 168505 members 
Mstep: Class 19 contains 211780 members 
Mstep: Class 20 contains 39750 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064120.000000 Penalty: 81763.039062
Iteration 303Q: 25 clusters Score -1.160641e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123143 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182731 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24267 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 10822 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53165 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28116 members 
Mstep: Class 18 contains 168496 members 
Mstep: Class 19 contains 211793 members 
Mstep: Class 20 contains 39748 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 10361 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 304Q: 25 clusters Score -1.160642e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182725 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24250 members 
Mstep: Class 10 contains 14203 members 
Mstep: Class 11 contains 10822 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53171 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28118 members 
Mstep: Class 18 contains 168483 members 
Mstep: Class 19 contains 211809 members 
Mstep: Class 20 contains 39748 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064216.000000 Penalty: 81763.039062
Iteration 305Q: 25 clusters Score -1.160642e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 182728 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24232 members 
Mstep: Class 10 contains 14198 members 
Mstep: Class 11 contains 10822 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53179 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28121 members 
Mstep: Class 18 contains 168467 members 
Mstep: Class 19 contains 211816 members 
Mstep: Class 20 contains 39749 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 22 contains 10360 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064240.000000 Penalty: 81763.039062
Iteration 306Q: 25 clusters Score -1.160642e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182716 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24215 members 
Mstep: Class 10 contains 14188 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53187 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 18 contains 168457 members 
Mstep: Class 19 contains 211832 members 
Mstep: Class 20 contains 39750 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10361 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064304.000000 Penalty: 81763.039062
Iteration 307Q: 25 clusters Score -1.160643e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123236 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182695 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24197 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53192 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28130 members 
Mstep: Class 18 contains 168450 members 
Mstep: Class 19 contains 211854 members 
Mstep: Class 20 contains 39752 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10362 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064272.000000 Penalty: 81763.039062
Iteration 308Q: 25 clusters Score -1.160643e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182684 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24175 members 
Mstep: Class 10 contains 14160 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53199 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28142 members 
Mstep: Class 18 contains 168442 members 
Mstep: Class 19 contains 211872 members 
Mstep: Class 20 contains 39755 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 10363 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 309Q: 25 clusters Score -1.160642e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182672 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24161 members 
Mstep: Class 10 contains 14151 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53203 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28151 members 
Mstep: Class 18 contains 168427 members 
Mstep: Class 19 contains 211882 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 20710 members 
Mstep: Class 22 contains 10362 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064144.000000 Penalty: 81763.039062
Iteration 310Q: 25 clusters Score -1.160641e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123297 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182657 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24156 members 
Mstep: Class 10 contains 14142 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53206 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28154 members 
Mstep: Class 18 contains 168417 members 
Mstep: Class 19 contains 211892 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 10365 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 311Q: 25 clusters Score -1.160642e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182655 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24149 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53210 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28158 members 
Mstep: Class 18 contains 168407 members 
Mstep: Class 19 contains 211898 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 10367 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064056.000000 Penalty: 81763.039062
Iteration 312Q: 25 clusters Score -1.160641e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182649 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24138 members 
Mstep: Class 10 contains 14107 members 
Mstep: Class 11 contains 10814 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53210 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28168 members 
Mstep: Class 18 contains 168397 members 
Mstep: Class 19 contains 211915 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 10367 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 313Q: 25 clusters Score -1.160642e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182648 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24132 members 
Mstep: Class 10 contains 14097 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53210 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28173 members 
Mstep: Class 18 contains 168395 members 
Mstep: Class 19 contains 211919 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10367 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 314Q: 25 clusters Score -1.160642e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182640 members 
Mstep: Class 6 contains 3564 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24123 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 10814 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53212 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28182 members 
Mstep: Class 18 contains 168397 members 
Mstep: Class 19 contains 211926 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10367 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064088.000000 Penalty: 81763.039062
Iteration 315Q: 25 clusters Score -1.160641e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182637 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24114 members 
Mstep: Class 10 contains 14066 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53222 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28190 members 
Mstep: Class 18 contains 168390 members 
Mstep: Class 19 contains 211937 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064128.000000 Penalty: 81763.039062
Iteration 316Q: 25 clusters Score -1.160641e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182633 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24104 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53228 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28193 members 
Mstep: Class 18 contains 168376 members 
Mstep: Class 19 contains 211955 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 317Q: 25 clusters Score -1.160642e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182643 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24096 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53234 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28201 members 
Mstep: Class 18 contains 168362 members 
Mstep: Class 19 contains 211972 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064040.000000 Penalty: 81763.039062
Iteration 318Q: 25 clusters Score -1.16064e+08 nChanged 128
Entering ConstructFrom: 
Score: -116064040.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (123423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Entering Unmasked Estep 
Score: -15793761.000000 Penalty: 2907.396484
	Iteration 0F: 2 clusters Score -1.579376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -15711041.000000 Penalty: 5814.792969
	Iteration 0F: 3 clusters Score -1.571104e+07 nChanged 58668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -15745426.000000 Penalty: 5814.792969
	Iteration 1F: 3 clusters Score -1.574543e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -15746556.000000 Penalty: 5814.792969
	Iteration 2Q: 3 clusters Score -1.574656e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -15748125.000000 Penalty: 5814.792969
	Iteration 3Q: 3 clusters Score -1.574812e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -15750454.000000 Penalty: 5814.792969
	Iteration 4Q: 3 clusters Score -1.575045e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -15754249.000000 Penalty: 5814.792969
	Iteration 5F: 3 clusters Score -1.575425e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -15760103.000000 Penalty: 5814.792969
	Iteration 6F: 3 clusters Score -1.57601e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -15767787.000000 Penalty: 5814.792969
	Iteration 7F: 3 clusters Score -1.576779e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -15775814.000000 Penalty: 5814.792969
	Iteration 8F: 3 clusters Score -1.577581e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -15780538.000000 Penalty: 5814.792969
	Iteration 9F: 3 clusters Score -1.578054e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -15782573.000000 Penalty: 5814.792969
	Iteration 10Q: 3 clusters Score -1.578257e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -15783681.000000 Penalty: 5814.792969
	Iteration 11Q: 3 clusters Score -1.578368e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -15784622.000000 Penalty: 5814.792969
	Iteration 12Q: 3 clusters Score -1.578462e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -15785310.000000 Penalty: 5814.792969
	Iteration 13Q: 3 clusters Score -1.578531e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -15785980.000000 Penalty: 5814.792969
	Iteration 14Q: 3 clusters Score -1.578598e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -15786660.000000 Penalty: 5814.792969
	Iteration 15Q: 3 clusters Score -1.578666e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -15787134.000000 Penalty: 5814.792969
	Iteration 16Q: 3 clusters Score -1.578713e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -15787578.000000 Penalty: 5814.792969
	Iteration 17Q: 3 clusters Score -1.578758e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -15787933.000000 Penalty: 5814.792969
	Iteration 18Q: 3 clusters Score -1.578793e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -15788238.000000 Penalty: 5814.792969
	Iteration 19Q: 3 clusters Score -1.578824e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -15788439.000000 Penalty: 5814.792969
	Iteration 20F: 3 clusters Score -1.578844e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -15788691.000000 Penalty: 5814.792969
	Iteration 21Q: 3 clusters Score -1.578869e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -15788920.000000 Penalty: 5814.792969
	Iteration 22Q: 3 clusters Score -1.578892e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -15789161.000000 Penalty: 5814.792969
	Iteration 23Q: 3 clusters Score -1.578916e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -15789344.000000 Penalty: 5814.792969
	Iteration 24Q: 3 clusters Score -1.578934e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -15789468.000000 Penalty: 5814.792969
	Iteration 25Q: 3 clusters Score -1.578947e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -15789577.000000 Penalty: 5814.792969
	Iteration 26Q: 3 clusters Score -1.578958e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -15789721.000000 Penalty: 5814.792969
	Iteration 27Q: 3 clusters Score -1.578972e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -15789885.000000 Penalty: 5814.792969
	Iteration 28Q: 3 clusters Score -1.578988e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -15789963.000000 Penalty: 5814.792969
	Iteration 29Q: 3 clusters Score -1.578996e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -15790105.000000 Penalty: 5814.792969
	Iteration 30Q: 3 clusters Score -1.57901e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -15790194.000000 Penalty: 5814.792969
	Iteration 31Q: 3 clusters Score -1.579019e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 115751 members 
Entering Unmasked Estep 
Score: -15790270.000000 Penalty: 5814.792969
	Iteration 32Q: 3 clusters Score -1.579027e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -15790421.000000 Penalty: 5814.792969
	Iteration 33Q: 3 clusters Score -1.579042e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -15790546.000000 Penalty: 5814.792969
	Iteration 34Q: 3 clusters Score -1.579055e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 116915 members 
Entering Unmasked Estep 
Score: -15790607.000000 Penalty: 5814.792969
	Iteration 35Q: 3 clusters Score -1.579061e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -15790701.000000 Penalty: 5814.792969
	Iteration 36Q: 3 clusters Score -1.57907e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -15790786.000000 Penalty: 5814.792969
	Iteration 37Q: 3 clusters Score -1.579079e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -15790832.000000 Penalty: 5814.792969
	Iteration 38Q: 3 clusters Score -1.579083e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -15790930.000000 Penalty: 5814.792969
	Iteration 39Q: 3 clusters Score -1.579093e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -15790971.000000 Penalty: 5814.792969
	Iteration 40F: 3 clusters Score -1.579097e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -15791014.000000 Penalty: 5814.792969
	Iteration 41Q: 3 clusters Score -1.579101e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -15791064.000000 Penalty: 5814.792969
	Iteration 42Q: 3 clusters Score -1.579106e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 119101 members 
Entering Unmasked Estep 
Score: -15791108.000000 Penalty: 5814.792969
	Iteration 43Q: 3 clusters Score -1.579111e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -15791184.000000 Penalty: 5814.792969
	Iteration 44Q: 3 clusters Score -1.579118e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -15791203.000000 Penalty: 5814.792969
	Iteration 45Q: 3 clusters Score -1.57912e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 119659 members 
Entering Unmasked Estep 
Score: -15791257.000000 Penalty: 5814.792969
	Iteration 46Q: 3 clusters Score -1.579126e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -15791308.000000 Penalty: 5814.792969
	Iteration 47Q: 3 clusters Score -1.579131e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -15791368.000000 Penalty: 5814.792969
	Iteration 48Q: 3 clusters Score -1.579137e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -15791431.000000 Penalty: 5814.792969
	Iteration 49Q: 3 clusters Score -1.579143e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -15791445.000000 Penalty: 5814.792969
	Iteration 50Q: 3 clusters Score -1.579144e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 120321 members 
Entering Unmasked Estep 
Score: -15791441.000000 Penalty: 5814.792969
	Iteration 51Q: 3 clusters Score -1.579144e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -15791501.000000 Penalty: 5814.792969
	Iteration 52Q: 3 clusters Score -1.57915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 120478 members 
Entering Unmasked Estep 
Score: -15791476.000000 Penalty: 5814.792969
	Iteration 53Q: 3 clusters Score -1.579148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -15791473.000000 Penalty: 5814.792969
	Iteration 54Q: 3 clusters Score -1.579147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -15791466.000000 Penalty: 5814.792969
	Iteration 55Q: 3 clusters Score -1.579147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 120599 members 
Entering Unmasked Estep 
Score: -15791472.000000 Penalty: 5814.792969
	Iteration 56Q: 3 clusters Score -1.579147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -15791480.000000 Penalty: 5814.792969
	Iteration 57Q: 3 clusters Score -1.579148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -15791484.000000 Penalty: 5814.792969
	Iteration 58Q: 3 clusters Score -1.579148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -15791489.000000 Penalty: 5814.792969
	Iteration 59Q: 3 clusters Score -1.579149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -15791477.000000 Penalty: 5814.792969
	Iteration 60F: 3 clusters Score -1.579148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 120724 members 
Entering Unmasked Estep 
Score: -15791465.000000 Penalty: 5814.792969
	Iteration 61Q: 3 clusters Score -1.579146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -15791454.000000 Penalty: 5814.792969
	Iteration 62Q: 3 clusters Score -1.579145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -15791489.000000 Penalty: 5814.792969
	Iteration 63Q: 3 clusters Score -1.579149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 120805 members 
Entering Unmasked Estep 
Score: -15791474.000000 Penalty: 5814.792969
	Iteration 64Q: 3 clusters Score -1.579147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -15791469.000000 Penalty: 5814.792969
	Iteration 65Q: 3 clusters Score -1.579147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 120862 members 
Entering Unmasked Estep 
Score: -15791488.000000 Penalty: 5814.792969
	Iteration 66Q: 3 clusters Score -1.579149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -15791486.000000 Penalty: 5814.792969
	Iteration 67Q: 3 clusters Score -1.579149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -15791461.000000 Penalty: 5814.792969
	Iteration 68Q: 3 clusters Score -1.579146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 120931 members 
Entering Unmasked Estep 
Score: -15791458.000000 Penalty: 5814.792969
	Iteration 69Q: 3 clusters Score -1.579146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -15791486.000000 Penalty: 5814.792969
	Iteration 70Q: 3 clusters Score -1.579149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -15791489.000000 Penalty: 5814.792969
	Iteration 71Q: 3 clusters Score -1.579149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -15791501.000000 Penalty: 5814.792969
	Iteration 72Q: 3 clusters Score -1.57915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -15791527.000000 Penalty: 5814.792969
	Iteration 73Q: 3 clusters Score -1.579153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -15791509.000000 Penalty: 5814.792969
	Iteration 74Q: 3 clusters Score -1.579151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -15791524.000000 Penalty: 5814.792969
	Iteration 75Q: 3 clusters Score -1.579152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -15791518.000000 Penalty: 5814.792969
	Iteration 76Q: 3 clusters Score -1.579152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -15791526.000000 Penalty: 5814.792969
	Iteration 77Q: 3 clusters Score -1.579153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 121084 members 
Entering Unmasked Estep 
Score: -15791534.000000 Penalty: 5814.792969
	Iteration 78Q: 3 clusters Score -1.579153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 121098 members 
Entering Unmasked Estep 
Score: -15791537.000000 Penalty: 5814.792969
	Iteration 79Q: 3 clusters Score -1.579154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -15791559.000000 Penalty: 5814.792969
	Iteration 80F: 3 clusters Score -1.579156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -15791557.000000 Penalty: 5814.792969
	Iteration 81Q: 3 clusters Score -1.579156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 121142 members 
Entering Unmasked Estep 
Score: -15791563.000000 Penalty: 5814.792969
	Iteration 82Q: 3 clusters Score -1.579156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -15791548.000000 Penalty: 5814.792969
	Iteration 83Q: 3 clusters Score -1.579155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -15791553.000000 Penalty: 5814.792969
	Iteration 84Q: 3 clusters Score -1.579155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -15791567.000000 Penalty: 5814.792969
	Iteration 85Q: 3 clusters Score -1.579157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
Score: -15791557.000000 Penalty: 5814.792969
	Iteration 86Q: 3 clusters Score -1.579156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -15791563.000000 Penalty: 5814.792969
	Iteration 87Q: 3 clusters Score -1.579156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -15791561.000000 Penalty: 5814.792969
	Iteration 88Q: 3 clusters Score -1.579156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -15791566.000000 Penalty: 5814.792969
	Iteration 89Q: 3 clusters Score -1.579157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -15791576.000000 Penalty: 5814.792969
	Iteration 90Q: 3 clusters Score -1.579158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 121214 members 
Entering Unmasked Estep 
Score: -15791578.000000 Penalty: 5814.792969
	Iteration 91Q: 3 clusters Score -1.579158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -15791566.000000 Penalty: 5814.792969
	Iteration 92Q: 3 clusters Score -1.579157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -15791586.000000 Penalty: 5814.792969
	Iteration 93Q: 3 clusters Score -1.579159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -15791579.000000 Penalty: 5814.792969
	Iteration 94Q: 3 clusters Score -1.579158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -15791588.000000 Penalty: 5814.792969
	Iteration 95Q: 3 clusters Score -1.579159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -15791593.000000 Penalty: 5814.792969
	Iteration 96Q: 3 clusters Score -1.579159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 121255 members 
Entering Unmasked Estep 
Score: -15791607.000000 Penalty: 5814.792969
	Iteration 97Q: 3 clusters Score -1.579161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -15791605.000000 Penalty: 5814.792969
	Iteration 98Q: 3 clusters Score -1.57916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -15791621.000000 Penalty: 5814.792969
	Iteration 99Q: 3 clusters Score -1.579162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -15791615.000000 Penalty: 5814.792969
	Iteration 100F: 3 clusters Score -1.579162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -15791604.000000 Penalty: 5814.792969
	Iteration 101Q: 3 clusters Score -1.57916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -15791602.000000 Penalty: 5814.792969
	Iteration 102Q: 3 clusters Score -1.57916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -15791610.000000 Penalty: 5814.792969
	Iteration 103Q: 3 clusters Score -1.579161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 121301 members 
Entering Unmasked Estep 
Score: -15791604.000000 Penalty: 5814.792969
	Iteration 104Q: 3 clusters Score -1.57916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -15791605.000000 Penalty: 5814.792969
	Iteration 105Q: 3 clusters Score -1.57916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -15791606.000000 Penalty: 5814.792969
	Iteration 106Q: 3 clusters Score -1.579161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -15791606.000000 Penalty: 5814.792969
	Iteration 107F: 3 clusters Score -1.579161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -389799.156250 Penalty: 1991.864258
	Iteration 0F: 2 clusters Score -389799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -386481.843750 Penalty: 3983.728516
	Iteration 0F: 3 clusters Score -386481.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -387143.281250 Penalty: 3983.728516
	Iteration 1F: 3 clusters Score -387143.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -387299.843750 Penalty: 3983.728516
	Iteration 2F: 3 clusters Score -387299.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -387404.093750 Penalty: 3983.728516
	Iteration 3Q: 3 clusters Score -387404.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -387476.718750 Penalty: 3983.728516
	Iteration 4Q: 3 clusters Score -387476.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -387541.593750 Penalty: 3983.728516
	Iteration 5Q: 3 clusters Score -387541.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -387611.437500 Penalty: 3983.728516
	Iteration 6Q: 3 clusters Score -387611.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -387671.500000 Penalty: 3983.728516
	Iteration 7Q: 3 clusters Score -387671.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -387732.781250 Penalty: 3983.728516
	Iteration 8Q: 3 clusters Score -387732.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -387783.750000 Penalty: 3983.728516
	Iteration 9Q: 3 clusters Score -387783.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -387839.468750 Penalty: 3983.728516
	Iteration 10Q: 3 clusters Score -387839.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -387880.468750 Penalty: 3983.728516
	Iteration 11Q: 3 clusters Score -387880.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -387909.875000 Penalty: 3983.728516
	Iteration 12Q: 3 clusters Score -387909.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -387930.250000 Penalty: 3983.728516
	Iteration 13Q: 3 clusters Score -387930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -387951.750000 Penalty: 3983.728516
	Iteration 14Q: 3 clusters Score -387951.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -387979.031250 Penalty: 3983.728516
	Iteration 15Q: 3 clusters Score -387979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388005.281250 Penalty: 3983.728516
	Iteration 16Q: 3 clusters Score -388005.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -388027.718750 Penalty: 3983.728516
	Iteration 17Q: 3 clusters Score -388027.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -388042.312500 Penalty: 3983.728516
	Iteration 18Q: 3 clusters Score -388042.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -388052.562500 Penalty: 3983.728516
	Iteration 19Q: 3 clusters Score -388052.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -388059.187500 Penalty: 3983.728516
	Iteration 20F: 3 clusters Score -388059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -388065.625000 Penalty: 3983.728516
	Iteration 21Q: 3 clusters Score -388065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -388069.937500 Penalty: 3983.728516
	Iteration 22Q: 3 clusters Score -388069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -388072.218750 Penalty: 3983.728516
	Iteration 23Q: 3 clusters Score -388072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -388078.187500 Penalty: 3983.728516
	Iteration 24Q: 3 clusters Score -388078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -388082.500000 Penalty: 3983.728516
	Iteration 25Q: 3 clusters Score -388082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -388083.906250 Penalty: 3983.728516
	Iteration 26Q: 3 clusters Score -388083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -388084.500000 Penalty: 3983.728516
	Iteration 27Q: 3 clusters Score -388084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -388086.468750 Penalty: 3983.728516
	Iteration 28Q: 3 clusters Score -388086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -388088.093750 Penalty: 3983.728516
	Iteration 29Q: 3 clusters Score -388088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -388089.968750 Penalty: 3983.728516
	Iteration 30Q: 3 clusters Score -388090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388090.437500 Penalty: 3983.728516
	Iteration 31Q: 3 clusters Score -388090.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388090.437500 Penalty: 3983.728516
	Iteration 32F: 3 clusters Score -388090.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126761.953125 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126762 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127230.585938 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127230.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127345.835938 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127345.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127442.250000 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -127442.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127529.851562 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127529.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127623.609375 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127623.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127727.960938 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -127842.945312 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127842.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127998.460938 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -127998.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -128208.828125 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -128208.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128290.953125 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -128291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128335.609375 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -128335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -128391.992188 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -128392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -128463.164062 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -128463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128486.296875 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -128486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128504.234375 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -128504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128508.187500 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -128508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -128511.812500 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -128511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -128513.070312 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -128513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -128513.929688 Penalty: 3459.341553
	Iteration 19F: 3 clusters Score -128513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128520.507812 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -128520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128526.109375 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -128526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128533.109375 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -128533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128538.328125 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -128538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128538.328125 Penalty: 3459.341553
	Iteration 24F: 3 clusters Score -128538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -293176.625000 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -293176.6 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 1240 members 
Entering Unmasked Estep 
Score: -290269.781250 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -290269.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290818.250000 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -290818.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290974.468750 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -290974.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -291066.343750 Penalty: 3868.474365
	Iteration 3Q: 3 clusters Score -291066.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291155.156250 Penalty: 3868.474365
	Iteration 4Q: 3 clusters Score -291155.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291231.562500 Penalty: 3868.474365
	Iteration 5Q: 3 clusters Score -291231.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -291296.218750 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -291296.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -291367.500000 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -291367.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291442.375000 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -291442.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -291516.843750 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -291516.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -291581.125000 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -291581.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -291627.531250 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -291627.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -291661.187500 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -291661.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -291695.687500 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -291695.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -291732.125000 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -291732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -291761.656250 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -291761.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -291783.906250 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -291783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -291798.531250 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -291798.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -291811.312500 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -291811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -291816.593750 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -291816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -291825.906250 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -291825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -291840.593750 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -291840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -291855.125000 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -291855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -291895.375000 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -291895.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -291910.312500 Penalty: 3868.474365
	Iteration 24Q: 3 clusters Score -291910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -291920.406250 Penalty: 3868.474365
	Iteration 25Q: 3 clusters Score -291920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -291926.750000 Penalty: 3868.474365
	Iteration 26Q: 3 clusters Score -291926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -291931.375000 Penalty: 3868.474365
	Iteration 27Q: 3 clusters Score -291931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -291937.093750 Penalty: 3868.474365
	Iteration 28Q: 3 clusters Score -291937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -291942.531250 Penalty: 3868.474365
	Iteration 29Q: 3 clusters Score -291942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291949.625000 Penalty: 3868.474365
	Iteration 30Q: 3 clusters Score -291949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -291951.687500 Penalty: 3868.474365
	Iteration 31Q: 3 clusters Score -291951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -291952.625000 Penalty: 3868.474365
	Iteration 32Q: 3 clusters Score -291952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -291953.156250 Penalty: 3868.474365
	Iteration 33Q: 3 clusters Score -291953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -291953.281250 Penalty: 3868.474365
	Iteration 34Q: 3 clusters Score -291953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -291953.281250 Penalty: 3868.474365
	Iteration 35F: 3 clusters Score -291953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Entering Unmasked Estep 
Score: -23297952.000000 Penalty: 3004.590088
	Iteration 0F: 2 clusters Score -2.329795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -23176476.000000 Penalty: 6009.180176
	Iteration 0F: 3 clusters Score -2.317648e+07 nChanged 87735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -23227940.000000 Penalty: 6009.180176
	Iteration 1F: 3 clusters Score -2.322794e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102443 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -23229568.000000 Penalty: 6009.180176
	Iteration 2Q: 3 clusters Score -2.322957e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -23231952.000000 Penalty: 6009.180176
	Iteration 3Q: 3 clusters Score -2.323195e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -23237404.000000 Penalty: 6009.180176
	Iteration 4F: 3 clusters Score -2.32374e+07 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133318 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -23247654.000000 Penalty: 6009.180176
	Iteration 5F: 3 clusters Score -2.324765e+07 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -23263918.000000 Penalty: 6009.180176
	Iteration 6F: 3 clusters Score -2.326392e+07 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -23282052.000000 Penalty: 6009.180176
	Iteration 7F: 3 clusters Score -2.328205e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -23291944.000000 Penalty: 6009.180176
	Iteration 8F: 3 clusters Score -2.329194e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181958 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -23294608.000000 Penalty: 6009.180176
	Iteration 9Q: 3 clusters Score -2.329461e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182447 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23295072.000000 Penalty: 6009.180176
	Iteration 10Q: 3 clusters Score -2.329507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182498 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23295218.000000 Penalty: 6009.180176
	Iteration 11Q: 3 clusters Score -2.329522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182503 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23295242.000000 Penalty: 6009.180176
	Iteration 12Q: 3 clusters Score -2.329524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23295256.000000 Penalty: 6009.180176
	Iteration 13Q: 3 clusters Score -2.329526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182504 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23295276.000000 Penalty: 6009.180176
	Iteration 14Q: 3 clusters Score -2.329528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182507 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23295298.000000 Penalty: 6009.180176
	Iteration 15Q: 3 clusters Score -2.32953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23295294.000000 Penalty: 6009.180176
	Iteration 16Q: 3 clusters Score -2.329529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182506 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23295294.000000 Penalty: 6009.180176
	Iteration 17F: 3 clusters Score -2.329529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -434605.250000 Penalty: 2028.441650
	Iteration 0F: 2 clusters Score -434605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -430997.718750 Penalty: 4056.883301
	Iteration 0F: 3 clusters Score -430997.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -431726.968750 Penalty: 4056.883301
	Iteration 1F: 3 clusters Score -431727 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -431883.562500 Penalty: 4056.883301
	Iteration 2F: 3 clusters Score -431883.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -431982.093750 Penalty: 4056.883301
	Iteration 3Q: 3 clusters Score -431982.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -432065.562500 Penalty: 4056.883301
	Iteration 4Q: 3 clusters Score -432065.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -432150.750000 Penalty: 4056.883301
	Iteration 5Q: 3 clusters Score -432150.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -432242.562500 Penalty: 4056.883301
	Iteration 6Q: 3 clusters Score -432242.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -432335.375000 Penalty: 4056.883301
	Iteration 7Q: 3 clusters Score -432335.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -432417.406250 Penalty: 4056.883301
	Iteration 8Q: 3 clusters Score -432417.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -432484.906250 Penalty: 4056.883301
	Iteration 9Q: 3 clusters Score -432484.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -432537.750000 Penalty: 4056.883301
	Iteration 10Q: 3 clusters Score -432537.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -432589.000000 Penalty: 4056.883301
	Iteration 11Q: 3 clusters Score -432589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -432626.500000 Penalty: 4056.883301
	Iteration 12Q: 3 clusters Score -432626.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -432662.000000 Penalty: 4056.883301
	Iteration 13Q: 3 clusters Score -432662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -432688.250000 Penalty: 4056.883301
	Iteration 14Q: 3 clusters Score -432688.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -432716.250000 Penalty: 4056.883301
	Iteration 15Q: 3 clusters Score -432716.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -432745.125000 Penalty: 4056.883301
	Iteration 16Q: 3 clusters Score -432745.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -432773.125000 Penalty: 4056.883301
	Iteration 17Q: 3 clusters Score -432773.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -432800.062500 Penalty: 4056.883301
	Iteration 18Q: 3 clusters Score -432800.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -432824.625000 Penalty: 4056.883301
	Iteration 19Q: 3 clusters Score -432824.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -432853.468750 Penalty: 4056.883301
	Iteration 20F: 3 clusters Score -432853.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -432883.343750 Penalty: 4056.883301
	Iteration 21Q: 3 clusters Score -432883.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -432910.562500 Penalty: 4056.883301
	Iteration 22Q: 3 clusters Score -432910.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -432927.906250 Penalty: 4056.883301
	Iteration 23Q: 3 clusters Score -432927.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -432941.875000 Penalty: 4056.883301
	Iteration 24Q: 3 clusters Score -432941.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -432951.500000 Penalty: 4056.883301
	Iteration 25Q: 3 clusters Score -432951.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -432962.968750 Penalty: 4056.883301
	Iteration 26Q: 3 clusters Score -432963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -432968.375000 Penalty: 4056.883301
	Iteration 27Q: 3 clusters Score -432968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -432975.218750 Penalty: 4056.883301
	Iteration 28Q: 3 clusters Score -432975.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -432985.343750 Penalty: 4056.883301
	Iteration 29Q: 3 clusters Score -432985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -432993.218750 Penalty: 4056.883301
	Iteration 30Q: 3 clusters Score -432993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -432999.250000 Penalty: 4056.883301
	Iteration 31Q: 3 clusters Score -432999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -433003.031250 Penalty: 4056.883301
	Iteration 32Q: 3 clusters Score -433003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -433005.406250 Penalty: 4056.883301
	Iteration 33Q: 3 clusters Score -433005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -433007.093750 Penalty: 4056.883301
	Iteration 34Q: 3 clusters Score -433007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -433008.531250 Penalty: 4056.883301
	Iteration 35Q: 3 clusters Score -433008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -433010.968750 Penalty: 4056.883301
	Iteration 36Q: 3 clusters Score -433011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -433012.031250 Penalty: 4056.883301
	Iteration 37Q: 3 clusters Score -433012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -433012.281250 Penalty: 4056.883301
	Iteration 38Q: 3 clusters Score -433012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -433012.281250 Penalty: 4056.883301
	Iteration 39F: 3 clusters Score -433012.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 129 members 
Entering Unmasked Estep 
Score: -28319.289062 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28319.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28370.640625 Penalty: 2763.788330
	Iteration 1Q: 3 clusters Score -28370.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28397.923828 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28397.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28414.656250 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28414.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28424.007812 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -28424.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28429.601562 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -28429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28429.601562 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -28429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 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 139 members 
Entering Unmasked Estep 
Score: -25245.482422 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25245.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25386.017578 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25386.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25457.427734 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25457.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25485.552734 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25485.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25503.099609 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25517.605469 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25517.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25529.208984 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -25529.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25533.306641 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -25533.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25535.978516 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -25535.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25547.402344 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -25547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25562.115234 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -25562.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25565.417969 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -25565.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25565.417969 Penalty: 2754.267822
	Iteration 12F: 3 clusters Score -25565.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Entering Unmasked Estep 
Score: -3091150.250000 Penalty: 2502.239746
	Iteration 0F: 2 clusters Score -3091150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3074455.750000 Penalty: 5004.479492
	Iteration 0F: 3 clusters Score -3074456 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3080157.750000 Penalty: 5004.479492
	Iteration 1F: 3 clusters Score -3080158 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3080545.500000 Penalty: 5004.479492
	Iteration 2Q: 3 clusters Score -3080546 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3080825.000000 Penalty: 5004.479492
	Iteration 3Q: 3 clusters Score -3080825 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3081026.750000 Penalty: 5004.479492
	Iteration 4Q: 3 clusters Score -3081027 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3081184.500000 Penalty: 5004.479492
	Iteration 5Q: 3 clusters Score -3081184 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3081309.500000 Penalty: 5004.479492
	Iteration 6Q: 3 clusters Score -3081310 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3081420.500000 Penalty: 5004.479492
	Iteration 7Q: 3 clusters Score -3081420 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3081548.250000 Penalty: 5004.479492
	Iteration 8Q: 3 clusters Score -3081548 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3081696.750000 Penalty: 5004.479492
	Iteration 9Q: 3 clusters Score -3081697 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3081856.750000 Penalty: 5004.479492
	Iteration 10Q: 3 clusters Score -3081857 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3082055.500000 Penalty: 5004.479492
	Iteration 11Q: 3 clusters Score -3082056 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3082278.250000 Penalty: 5004.479492
	Iteration 12Q: 3 clusters Score -3082278 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3082563.500000 Penalty: 5004.479492
	Iteration 13Q: 3 clusters Score -3082564 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3082988.250000 Penalty: 5004.479492
	Iteration 14Q: 3 clusters Score -3082988 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3083511.500000 Penalty: 5004.479492
	Iteration 15Q: 3 clusters Score -3083512 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3084158.750000 Penalty: 5004.479492
	Iteration 16Q: 3 clusters Score -3084159 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3084853.000000 Penalty: 5004.479492
	Iteration 17Q: 3 clusters Score -3084853 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3085574.750000 Penalty: 5004.479492
	Iteration 18Q: 3 clusters Score -3085575 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3086239.000000 Penalty: 5004.479492
	Iteration 19Q: 3 clusters Score -3086239 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3086708.500000 Penalty: 5004.479492
	Iteration 20F: 3 clusters Score -3086708 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3087104.500000 Penalty: 5004.479492
	Iteration 21Q: 3 clusters Score -3087104 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3087484.500000 Penalty: 5004.479492
	Iteration 22Q: 3 clusters Score -3087484 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3087801.000000 Penalty: 5004.479492
	Iteration 23Q: 3 clusters Score -3087801 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3088076.250000 Penalty: 5004.479492
	Iteration 24Q: 3 clusters Score -3088076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3088288.750000 Penalty: 5004.479492
	Iteration 25Q: 3 clusters Score -3088289 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3088438.000000 Penalty: 5004.479492
	Iteration 26Q: 3 clusters Score -3088438 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3088558.750000 Penalty: 5004.479492
	Iteration 27Q: 3 clusters Score -3088559 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3088664.500000 Penalty: 5004.479492
	Iteration 28Q: 3 clusters Score -3088664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3088735.500000 Penalty: 5004.479492
	Iteration 29Q: 3 clusters Score -3088736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3088779.500000 Penalty: 5004.479492
	Iteration 30Q: 3 clusters Score -3088780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3088808.000000 Penalty: 5004.479492
	Iteration 31Q: 3 clusters Score -3088808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3088845.500000 Penalty: 5004.479492
	Iteration 32Q: 3 clusters Score -3088846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3088855.750000 Penalty: 5004.479492
	Iteration 33Q: 3 clusters Score -3088856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3088866.750000 Penalty: 5004.479492
	Iteration 34Q: 3 clusters Score -3088867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3088874.250000 Penalty: 5004.479492
	Iteration 35Q: 3 clusters Score -3088874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3088876.000000 Penalty: 5004.479492
	Iteration 36Q: 3 clusters Score -3088876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3088894.000000 Penalty: 5004.479492
	Iteration 37Q: 3 clusters Score -3088894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3088907.500000 Penalty: 5004.479492
	Iteration 38Q: 3 clusters Score -3088908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3088914.250000 Penalty: 5004.479492
	Iteration 39Q: 3 clusters Score -3088914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3088918.500000 Penalty: 5004.479492
	Iteration 40F: 3 clusters Score -3088918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3088922.750000 Penalty: 5004.479492
	Iteration 41Q: 3 clusters Score -3088923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3088928.250000 Penalty: 5004.479492
	Iteration 42Q: 3 clusters Score -3088928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3088930.000000 Penalty: 5004.479492
	Iteration 43Q: 3 clusters Score -3088930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3088934.000000 Penalty: 5004.479492
	Iteration 44Q: 3 clusters Score -3088934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3088932.250000 Penalty: 5004.479492
	Iteration 45Q: 3 clusters Score -3088932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3088932.250000 Penalty: 5004.479492
	Iteration 46F: 3 clusters Score -3088932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -1811084.625000 Penalty: 2367.609619
	Iteration 0F: 2 clusters Score -1811085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1800818.500000 Penalty: 4735.219238
	Iteration 0F: 3 clusters Score -1800818 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1803991.875000 Penalty: 4735.219238
	Iteration 1F: 3 clusters Score -1803992 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1804292.875000 Penalty: 4735.219238
	Iteration 2F: 3 clusters Score -1804293 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1804507.750000 Penalty: 4735.219238
	Iteration 3Q: 3 clusters Score -1804508 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1804660.375000 Penalty: 4735.219238
	Iteration 4Q: 3 clusters Score -1804660 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1804780.375000 Penalty: 4735.219238
	Iteration 5Q: 3 clusters Score -1804780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1804876.125000 Penalty: 4735.219238
	Iteration 6Q: 3 clusters Score -1804876 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1804971.500000 Penalty: 4735.219238
	Iteration 7Q: 3 clusters Score -1804972 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1805065.750000 Penalty: 4735.219238
	Iteration 8Q: 3 clusters Score -1805066 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1805175.250000 Penalty: 4735.219238
	Iteration 9Q: 3 clusters Score -1805175 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1805318.375000 Penalty: 4735.219238
	Iteration 10Q: 3 clusters Score -1805318 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1805500.500000 Penalty: 4735.219238
	Iteration 11Q: 3 clusters Score -1805500 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1805739.000000 Penalty: 4735.219238
	Iteration 12Q: 3 clusters Score -1805739 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1806065.750000 Penalty: 4735.219238
	Iteration 13Q: 3 clusters Score -1806066 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1806520.125000 Penalty: 4735.219238
	Iteration 14Q: 3 clusters Score -1806520 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1807046.250000 Penalty: 4735.219238
	Iteration 15Q: 3 clusters Score -1807046 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1807608.250000 Penalty: 4735.219238
	Iteration 16Q: 3 clusters Score -1807608 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1808068.500000 Penalty: 4735.219238
	Iteration 17Q: 3 clusters Score -1808068 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1808386.250000 Penalty: 4735.219238
	Iteration 18Q: 3 clusters Score -1808386 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1808611.625000 Penalty: 4735.219238
	Iteration 19Q: 3 clusters Score -1808612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1808757.750000 Penalty: 4735.219238
	Iteration 20F: 3 clusters Score -1808758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1808837.000000 Penalty: 4735.219238
	Iteration 21Q: 3 clusters Score -1808837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1808901.250000 Penalty: 4735.219238
	Iteration 22Q: 3 clusters Score -1808901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1808927.500000 Penalty: 4735.219238
	Iteration 23Q: 3 clusters Score -1808928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1808950.000000 Penalty: 4735.219238
	Iteration 24Q: 3 clusters Score -1808950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1808964.500000 Penalty: 4735.219238
	Iteration 25Q: 3 clusters Score -1808964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1808970.500000 Penalty: 4735.219238
	Iteration 26Q: 3 clusters Score -1808970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1808977.000000 Penalty: 4735.219238
	Iteration 27Q: 3 clusters Score -1808977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1808992.250000 Penalty: 4735.219238
	Iteration 28Q: 3 clusters Score -1808992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1809005.625000 Penalty: 4735.219238
	Iteration 29Q: 3 clusters Score -1809006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1809018.750000 Penalty: 4735.219238
	Iteration 30Q: 3 clusters Score -1809019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1809019.500000 Penalty: 4735.219238
	Iteration 31Q: 3 clusters Score -1809020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1809023.000000 Penalty: 4735.219238
	Iteration 32Q: 3 clusters Score -1809023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1809027.125000 Penalty: 4735.219238
	Iteration 33Q: 3 clusters Score -1809027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1809028.875000 Penalty: 4735.219238
	Iteration 34Q: 3 clusters Score -1809029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1809030.375000 Penalty: 4735.219238
	Iteration 35Q: 3 clusters Score -1809030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1809036.000000 Penalty: 4735.219238
	Iteration 36Q: 3 clusters Score -1809036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1809040.875000 Penalty: 4735.219238
	Iteration 37Q: 3 clusters Score -1809041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1809044.125000 Penalty: 4735.219238
	Iteration 38Q: 3 clusters Score -1809044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1809047.875000 Penalty: 4735.219238
	Iteration 39Q: 3 clusters Score -1809048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1809052.375000 Penalty: 4735.219238
	Iteration 40F: 3 clusters Score -1809052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1809057.000000 Penalty: 4735.219238
	Iteration 41Q: 3 clusters Score -1809057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1809060.000000 Penalty: 4735.219238
	Iteration 42Q: 3 clusters Score -1809060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1809062.875000 Penalty: 4735.219238
	Iteration 43Q: 3 clusters Score -1809063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1809064.250000 Penalty: 4735.219238
	Iteration 44Q: 3 clusters Score -1809064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1809065.250000 Penalty: 4735.219238
	Iteration 45Q: 3 clusters Score -1809065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1809068.000000 Penalty: 4735.219238
	Iteration 46Q: 3 clusters Score -1809068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1809070.000000 Penalty: 4735.219238
	Iteration 47Q: 3 clusters Score -1809070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1809070.000000 Penalty: 4735.219238
	Iteration 48F: 3 clusters Score -1809070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1301919.125000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1301919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1293792.500000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1293792 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1296234.625000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1296235 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1296561.000000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1296561 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1296790.250000 Penalty: 4607.464844
	Iteration 3Q: 3 clusters Score -1296790 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1296990.500000 Penalty: 4607.464844
	Iteration 4Q: 3 clusters Score -1296990 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1297185.000000 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -1297185 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1297413.000000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -1297413 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1297669.875000 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -1297670 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1298014.500000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1298014 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1298439.875000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1298440 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1298836.500000 Penalty: 4607.464844
	Iteration 10F: 3 clusters Score -1298836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1299162.000000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1299162 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1299405.500000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1299406 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1299582.625000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1299583 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1299677.000000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1299677 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1299746.875000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1299747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1299797.500000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1299798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1299833.375000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1299833 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1299862.500000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1299862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1299887.000000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1299887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1299909.125000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1299909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1299922.375000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1299922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1299936.125000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1299936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1299947.500000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1299948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1299959.375000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1299959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1299963.375000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1299963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1299974.375000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1299974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1299974.250000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1299974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1299984.125000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1299984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1299986.375000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1299986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1299991.000000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1299991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1299997.750000 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -1299998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1300000.000000 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -1300000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1300000.875000 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -1300001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1300000.625000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -1300001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1300006.375000 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -1300006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1300013.625000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -1300014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1300016.625000 Penalty: 4607.464844
	Iteration 37Q: 3 clusters Score -1300017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1300021.250000 Penalty: 4607.464844
	Iteration 38Q: 3 clusters Score -1300021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1300023.750000 Penalty: 4607.464844
	Iteration 39Q: 3 clusters Score -1300024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1300028.250000 Penalty: 4607.464844
	Iteration 40F: 3 clusters Score -1300028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1300032.000000 Penalty: 4607.464844
	Iteration 41Q: 3 clusters Score -1300032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1300040.125000 Penalty: 4607.464844
	Iteration 42Q: 3 clusters Score -1300040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1300037.625000 Penalty: 4607.464844
	Iteration 43Q: 3 clusters Score -1300038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1300045.250000 Penalty: 4607.464844
	Iteration 44Q: 3 clusters Score -1300045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1300051.875000 Penalty: 4607.464844
	Iteration 45Q: 3 clusters Score -1300052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1300052.625000 Penalty: 4607.464844
	Iteration 46Q: 3 clusters Score -1300053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1300055.625000 Penalty: 4607.464844
	Iteration 47Q: 3 clusters Score -1300056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1300059.125000 Penalty: 4607.464844
	Iteration 48Q: 3 clusters Score -1300059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1300062.250000 Penalty: 4607.464844
	Iteration 49Q: 3 clusters Score -1300062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1300062.375000 Penalty: 4607.464844
	Iteration 50Q: 3 clusters Score -1300062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1300064.250000 Penalty: 4607.464844
	Iteration 51Q: 3 clusters Score -1300064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1300064.875000 Penalty: 4607.464844
	Iteration 52Q: 3 clusters Score -1300065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1300067.375000 Penalty: 4607.464844
	Iteration 53Q: 3 clusters Score -1300067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1300068.250000 Penalty: 4607.464844
	Iteration 54Q: 3 clusters Score -1300068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1300071.000000 Penalty: 4607.464844
	Iteration 55Q: 3 clusters Score -1300071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1300073.000000 Penalty: 4607.464844
	Iteration 56Q: 3 clusters Score -1300073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1300075.875000 Penalty: 4607.464844
	Iteration 57Q: 3 clusters Score -1300076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1300076.250000 Penalty: 4607.464844
	Iteration 58Q: 3 clusters Score -1300076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1300077.625000 Penalty: 4607.464844
	Iteration 59Q: 3 clusters Score -1300078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1300078.000000 Penalty: 4607.464844
	Iteration 60F: 3 clusters Score -1300078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1300079.125000 Penalty: 4607.464844
	Iteration 61Q: 3 clusters Score -1300079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1300076.500000 Penalty: 4607.464844
	Iteration 62Q: 3 clusters Score -1300076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1300078.875000 Penalty: 4607.464844
	Iteration 63Q: 3 clusters Score -1300079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1300079.750000 Penalty: 4607.464844
	Iteration 64Q: 3 clusters Score -1300080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1300080.500000 Penalty: 4607.464844
	Iteration 65Q: 3 clusters Score -1300080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1300081.375000 Penalty: 4607.464844
	Iteration 66Q: 3 clusters Score -1300081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1300081.375000 Penalty: 4607.464844
	Iteration 67F: 3 clusters Score -1300081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -908662.375000 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -908662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -902800.312500 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -902800.3 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -904353.312500 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -904353.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -904674.312500 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -904674.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -904990.875000 Penalty: 4401.309570
	Iteration 3F: 3 clusters Score -904990.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -905331.375000 Penalty: 4401.309570
	Iteration 4F: 3 clusters Score -905331.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -905687.812500 Penalty: 4401.309570
	Iteration 5F: 3 clusters Score -905687.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -906027.187500 Penalty: 4401.309570
	Iteration 6F: 3 clusters Score -906027.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -906317.687500 Penalty: 4401.309570
	Iteration 7F: 3 clusters Score -906317.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -906590.750000 Penalty: 4401.309570
	Iteration 8F: 3 clusters Score -906590.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -906848.812500 Penalty: 4401.309570
	Iteration 9Q: 3 clusters Score -906848.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -907067.312500 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -907067.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -907233.750000 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -907233.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -907342.062500 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -907342.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -907400.062500 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -907400.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -907443.000000 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -907443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -907474.562500 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -907474.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -907495.812500 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -907495.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -907510.187500 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -907510.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -907520.687500 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -907520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -907523.062500 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -907523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -907528.562500 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -907528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -907531.312500 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -907531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -907533.312500 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -907533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -907535.000000 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -907535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -907535.812500 Penalty: 4401.309570
	Iteration 24Q: 3 clusters Score -907535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -907537.500000 Penalty: 4401.309570
	Iteration 25Q: 3 clusters Score -907537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -907540.812500 Penalty: 4401.309570
	Iteration 26Q: 3 clusters Score -907540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -907541.937500 Penalty: 4401.309570
	Iteration 27Q: 3 clusters Score -907541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -907545.875000 Penalty: 4401.309570
	Iteration 28Q: 3 clusters Score -907545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -907543.500000 Penalty: 4401.309570
	Iteration 29Q: 3 clusters Score -907543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -907546.187500 Penalty: 4401.309570
	Iteration 30Q: 3 clusters Score -907546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -907547.125000 Penalty: 4401.309570
	Iteration 31Q: 3 clusters Score -907547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -907546.812500 Penalty: 4401.309570
	Iteration 32Q: 3 clusters Score -907546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -907546.937500 Penalty: 4401.309570
	Iteration 33Q: 3 clusters Score -907546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -907548.375000 Penalty: 4401.309570
	Iteration 34Q: 3 clusters Score -907548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -907549.625000 Penalty: 4401.309570
	Iteration 35Q: 3 clusters Score -907549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -907549.562500 Penalty: 4401.309570
	Iteration 36Q: 3 clusters Score -907549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -907550.125000 Penalty: 4401.309570
	Iteration 37Q: 3 clusters Score -907550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -907550.125000 Penalty: 4401.309570
	Iteration 38F: 3 clusters Score -907550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Entering Unmasked Estep 
Score: -2002558.000000 Penalty: 2390.714355
	Iteration 0F: 2 clusters Score -2002558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1991422.125000 Penalty: 4781.428711
	Iteration 0F: 3 clusters Score -1991422 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1994834.875000 Penalty: 4781.428711
	Iteration 1F: 3 clusters Score -1994835 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1995170.500000 Penalty: 4781.428711
	Iteration 2F: 3 clusters Score -1995170 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1995420.125000 Penalty: 4781.428711
	Iteration 3Q: 3 clusters Score -1995420 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1995593.750000 Penalty: 4781.428711
	Iteration 4Q: 3 clusters Score -1995594 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1995725.625000 Penalty: 4781.428711
	Iteration 5Q: 3 clusters Score -1995726 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1995839.125000 Penalty: 4781.428711
	Iteration 6Q: 3 clusters Score -1995839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1995933.875000 Penalty: 4781.428711
	Iteration 7Q: 3 clusters Score -1995934 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1996009.750000 Penalty: 4781.428711
	Iteration 8Q: 3 clusters Score -1996010 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1996068.750000 Penalty: 4781.428711
	Iteration 9Q: 3 clusters Score -1996069 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1996136.500000 Penalty: 4781.428711
	Iteration 10Q: 3 clusters Score -1996136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1996194.250000 Penalty: 4781.428711
	Iteration 11Q: 3 clusters Score -1996194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1996262.375000 Penalty: 4781.428711
	Iteration 12Q: 3 clusters Score -1996262 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1996319.500000 Penalty: 4781.428711
	Iteration 13Q: 3 clusters Score -1996320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1996411.750000 Penalty: 4781.428711
	Iteration 14Q: 3 clusters Score -1996412 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1996532.625000 Penalty: 4781.428711
	Iteration 15Q: 3 clusters Score -1996533 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1996692.125000 Penalty: 4781.428711
	Iteration 16Q: 3 clusters Score -1996692 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1996927.000000 Penalty: 4781.428711
	Iteration 17Q: 3 clusters Score -1996927 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1997244.375000 Penalty: 4781.428711
	Iteration 18Q: 3 clusters Score -1997244 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1997689.750000 Penalty: 4781.428711
	Iteration 19Q: 3 clusters Score -1997690 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1998219.625000 Penalty: 4781.428711
	Iteration 20F: 3 clusters Score -1998220 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1998814.250000 Penalty: 4781.428711
	Iteration 21Q: 3 clusters Score -1998814 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1999314.000000 Penalty: 4781.428711
	Iteration 22Q: 3 clusters Score -1999314 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1999682.000000 Penalty: 4781.428711
	Iteration 23Q: 3 clusters Score -1999682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1999922.625000 Penalty: 4781.428711
	Iteration 24Q: 3 clusters Score -1999923 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2000073.250000 Penalty: 4781.428711
	Iteration 25Q: 3 clusters Score -2000073 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2000189.750000 Penalty: 4781.428711
	Iteration 26Q: 3 clusters Score -2000190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2000291.250000 Penalty: 4781.428711
	Iteration 27Q: 3 clusters Score -2000291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2000363.750000 Penalty: 4781.428711
	Iteration 28Q: 3 clusters Score -2000364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2000418.000000 Penalty: 4781.428711
	Iteration 29Q: 3 clusters Score -2000418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2000456.000000 Penalty: 4781.428711
	Iteration 30Q: 3 clusters Score -2000456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2000482.375000 Penalty: 4781.428711
	Iteration 31Q: 3 clusters Score -2000482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2000498.500000 Penalty: 4781.428711
	Iteration 32Q: 3 clusters Score -2000498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2000508.375000 Penalty: 4781.428711
	Iteration 33Q: 3 clusters Score -2000508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2000520.000000 Penalty: 4781.428711
	Iteration 34Q: 3 clusters Score -2000520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2000526.500000 Penalty: 4781.428711
	Iteration 35Q: 3 clusters Score -2000526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2000532.375000 Penalty: 4781.428711
	Iteration 36Q: 3 clusters Score -2000532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2000540.750000 Penalty: 4781.428711
	Iteration 37Q: 3 clusters Score -2000541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2000556.750000 Penalty: 4781.428711
	Iteration 38Q: 3 clusters Score -2000557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2000566.625000 Penalty: 4781.428711
	Iteration 39Q: 3 clusters Score -2000567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2000575.000000 Penalty: 4781.428711
	Iteration 40F: 3 clusters Score -2000575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2000584.875000 Penalty: 4781.428711
	Iteration 41Q: 3 clusters Score -2000585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2000587.625000 Penalty: 4781.428711
	Iteration 42Q: 3 clusters Score -2000588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2000591.625000 Penalty: 4781.428711
	Iteration 43Q: 3 clusters Score -2000592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2000596.000000 Penalty: 4781.428711
	Iteration 44Q: 3 clusters Score -2000596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2000598.500000 Penalty: 4781.428711
	Iteration 45Q: 3 clusters Score -2000598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2000598.250000 Penalty: 4781.428711
	Iteration 46Q: 3 clusters Score -2000598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2000602.500000 Penalty: 4781.428711
	Iteration 47Q: 3 clusters Score -2000602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2000604.000000 Penalty: 4781.428711
	Iteration 48Q: 3 clusters Score -2000604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2000601.000000 Penalty: 4781.428711
	Iteration 49Q: 3 clusters Score -2000601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2000601.000000 Penalty: 4781.428711
	Iteration 50F: 3 clusters Score -2000601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68030.828125 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68030.83 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 290 members 
Entering Unmasked Estep 
Score: -66418.476562 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66418.48 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66652.609375 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66652.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66751.531250 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -66751.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66826.757812 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66826.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66880.578125 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66880.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66932.929688 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -66932.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67013.125000 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -67013.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67146.710938 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67146.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67316.703125 Penalty: 3173.703125
	Iteration 8F: 3 clusters Score -67316.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67448.437500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -67448.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67601.210938 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -67601.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67847.062500 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -67847.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68140.523438 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -68140.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68303.046875 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -68303.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68403.335938 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -68403.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68444.570312 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -68444.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68499.804688 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -68499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68502.710938 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -68502.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68506.273438 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -68506.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68516.460938 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -68516.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68533.843750 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -68533.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68584.031250 Penalty: 3173.703125
	Iteration 21Q: 3 clusters Score -68584.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68794.695312 Penalty: 3173.703125
	Iteration 22Q: 3 clusters Score -68794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68991.570312 Penalty: 3173.703125
	Iteration 23Q: 3 clusters Score -68991.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69083.804688 Penalty: 3173.703125
	Iteration 24Q: 3 clusters Score -69083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69083.804688 Penalty: 3173.703125
	Iteration 25F: 3 clusters Score -69083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182642 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24093 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 216 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28212 members 
Mstep: Class 18 contains 168343 members 
Mstep: Class 19 contains 211980 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Mstep: Class 25 contains 385 members 
Entering Unmasked Estep 
Score: -116063360.000000 Penalty: 85169.835938
Splitting cluster 14 changes total score from -116064040.000000 to -116063360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Entering Unmasked Estep 
Score: -6636568.000000 Penalty: 2698.871582
	Iteration 0F: 2 clusters Score -6636568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6600850.500000 Penalty: 5397.743164
	Iteration 0F: 3 clusters Score -6600850 nChanged 24642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -6614340.000000 Penalty: 5397.743164
	Iteration 1F: 3 clusters Score -6614340 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -6614814.500000 Penalty: 5397.743164
	Iteration 2Q: 3 clusters Score -6614814 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -6615228.000000 Penalty: 5397.743164
	Iteration 3Q: 3 clusters Score -6615228 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6615692.500000 Penalty: 5397.743164
	Iteration 4Q: 3 clusters Score -6615692 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -6616249.000000 Penalty: 5397.743164
	Iteration 5Q: 3 clusters Score -6616249 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -6617159.500000 Penalty: 5397.743164
	Iteration 6Q: 3 clusters Score -6617160 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -6618717.000000 Penalty: 5397.743164
	Iteration 7F: 3 clusters Score -6618717 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -6621285.000000 Penalty: 5397.743164
	Iteration 8F: 3 clusters Score -6621285 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6624853.000000 Penalty: 5397.743164
	Iteration 9F: 3 clusters Score -6624853 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6628735.500000 Penalty: 5397.743164
	Iteration 10F: 3 clusters Score -6628736 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6631849.500000 Penalty: 5397.743164
	Iteration 11F: 3 clusters Score -6631850 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6633508.500000 Penalty: 5397.743164
	Iteration 12Q: 3 clusters Score -6633508 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6634143.000000 Penalty: 5397.743164
	Iteration 13Q: 3 clusters Score -6634143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6634337.000000 Penalty: 5397.743164
	Iteration 14Q: 3 clusters Score -6634337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6634429.000000 Penalty: 5397.743164
	Iteration 15Q: 3 clusters Score -6634429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6634488.000000 Penalty: 5397.743164
	Iteration 16Q: 3 clusters Score -6634488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6634523.500000 Penalty: 5397.743164
	Iteration 17Q: 3 clusters Score -6634524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6634551.000000 Penalty: 5397.743164
	Iteration 18Q: 3 clusters Score -6634551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6634558.500000 Penalty: 5397.743164
	Iteration 19Q: 3 clusters Score -6634558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6634570.000000 Penalty: 5397.743164
	Iteration 20F: 3 clusters Score -6634570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6634583.500000 Penalty: 5397.743164
	Iteration 21Q: 3 clusters Score -6634584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6634581.000000 Penalty: 5397.743164
	Iteration 22Q: 3 clusters Score -6634581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6634582.000000 Penalty: 5397.743164
	Iteration 23Q: 3 clusters Score -6634582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6634582.500000 Penalty: 5397.743164
	Iteration 24Q: 3 clusters Score -6634582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6634584.000000 Penalty: 5397.743164
	Iteration 25Q: 3 clusters Score -6634584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6634582.000000 Penalty: 5397.743164
	Iteration 26Q: 3 clusters Score -6634582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6634582.000000 Penalty: 5397.743164
	Iteration 27F: 3 clusters Score -6634582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29450.900391 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29450.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29562.318359 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29562.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29591.988281 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29591.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29599.156250 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29599.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29599.156250 Penalty: 2767.546143
	Iteration 4F: 3 clusters Score -29599.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Entering Unmasked Estep 
Score: -3653473.500000 Penalty: 2541.380615
	Iteration 0F: 2 clusters Score -3653474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3633990.500000 Penalty: 5082.761230
	Iteration 0F: 3 clusters Score -3633990 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3640744.250000 Penalty: 5082.761230
	Iteration 1F: 3 clusters Score -3640744 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3641223.750000 Penalty: 5082.761230
	Iteration 2Q: 3 clusters Score -3641224 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3641730.250000 Penalty: 5082.761230
	Iteration 3Q: 3 clusters Score -3641730 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3642338.000000 Penalty: 5082.761230
	Iteration 4Q: 3 clusters Score -3642338 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3643209.000000 Penalty: 5082.761230
	Iteration 5F: 3 clusters Score -3643209 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3644329.500000 Penalty: 5082.761230
	Iteration 6F: 3 clusters Score -3644330 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3645876.750000 Penalty: 5082.761230
	Iteration 7F: 3 clusters Score -3645877 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3647712.000000 Penalty: 5082.761230
	Iteration 8F: 3 clusters Score -3647712 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3649327.250000 Penalty: 5082.761230
	Iteration 9F: 3 clusters Score -3649327 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3650496.500000 Penalty: 5082.761230
	Iteration 10Q: 3 clusters Score -3650496 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3651237.500000 Penalty: 5082.761230
	Iteration 11Q: 3 clusters Score -3651238 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3651620.500000 Penalty: 5082.761230
	Iteration 12Q: 3 clusters Score -3651620 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3651860.250000 Penalty: 5082.761230
	Iteration 13Q: 3 clusters Score -3651860 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3652022.750000 Penalty: 5082.761230
	Iteration 14Q: 3 clusters Score -3652023 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3652147.000000 Penalty: 5082.761230
	Iteration 15Q: 3 clusters Score -3652147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3652208.000000 Penalty: 5082.761230
	Iteration 16Q: 3 clusters Score -3652208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3652268.500000 Penalty: 5082.761230
	Iteration 17Q: 3 clusters Score -3652268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3652322.750000 Penalty: 5082.761230
	Iteration 18Q: 3 clusters Score -3652323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3652344.750000 Penalty: 5082.761230
	Iteration 19Q: 3 clusters Score -3652345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3652364.000000 Penalty: 5082.761230
	Iteration 20F: 3 clusters Score -3652364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3652387.000000 Penalty: 5082.761230
	Iteration 21Q: 3 clusters Score -3652387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3652395.000000 Penalty: 5082.761230
	Iteration 22Q: 3 clusters Score -3652395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3652399.000000 Penalty: 5082.761230
	Iteration 23Q: 3 clusters Score -3652399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3652397.250000 Penalty: 5082.761230
	Iteration 24Q: 3 clusters Score -3652397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3652404.500000 Penalty: 5082.761230
	Iteration 25Q: 3 clusters Score -3652404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3652410.250000 Penalty: 5082.761230
	Iteration 26Q: 3 clusters Score -3652410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3652409.500000 Penalty: 5082.761230
	Iteration 27Q: 3 clusters Score -3652410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3652419.000000 Penalty: 5082.761230
	Iteration 28Q: 3 clusters Score -3652419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3652423.750000 Penalty: 5082.761230
	Iteration 29Q: 3 clusters Score -3652424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3652417.000000 Penalty: 5082.761230
	Iteration 30Q: 3 clusters Score -3652417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3652416.250000 Penalty: 5082.761230
	Iteration 31Q: 3 clusters Score -3652416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3652420.500000 Penalty: 5082.761230
	Iteration 32Q: 3 clusters Score -3652420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3652419.250000 Penalty: 5082.761230
	Iteration 33Q: 3 clusters Score -3652419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3652421.000000 Penalty: 5082.761230
	Iteration 34Q: 3 clusters Score -3652421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3652425.750000 Penalty: 5082.761230
	Iteration 35Q: 3 clusters Score -3652426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3652426.250000 Penalty: 5082.761230
	Iteration 36Q: 3 clusters Score -3652426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3652424.250000 Penalty: 5082.761230
	Iteration 37Q: 3 clusters Score -3652424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3652424.250000 Penalty: 5082.761230
	Iteration 38F: 3 clusters Score -3652424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Entering Unmasked Estep 
Score: -21495710.000000 Penalty: 2984.372314
	Iteration 0F: 2 clusters Score -2.149571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -21387216.000000 Penalty: 5968.744629
	Iteration 0F: 3 clusters Score -2.138722e+07 nChanged 80554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -21433786.000000 Penalty: 5968.744629
	Iteration 1F: 3 clusters Score -2.143379e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -21434726.000000 Penalty: 5968.744629
	Iteration 2Q: 3 clusters Score -2.143473e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -21435672.000000 Penalty: 5968.744629
	Iteration 3Q: 3 clusters Score -2.143567e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -21436880.000000 Penalty: 5968.744629
	Iteration 4Q: 3 clusters Score -2.143688e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -21438468.000000 Penalty: 5968.744629
	Iteration 5Q: 3 clusters Score -2.143847e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -21440652.000000 Penalty: 5968.744629
	Iteration 6Q: 3 clusters Score -2.144065e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -21444162.000000 Penalty: 5968.744629
	Iteration 7Q: 3 clusters Score -2.144416e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -21449310.000000 Penalty: 5968.744629
	Iteration 8F: 3 clusters Score -2.144931e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -21455944.000000 Penalty: 5968.744629
	Iteration 9F: 3 clusters Score -2.145594e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -21464004.000000 Penalty: 5968.744629
	Iteration 10F: 3 clusters Score -2.1464e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -21471326.000000 Penalty: 5968.744629
	Iteration 11F: 3 clusters Score -2.147133e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -21475338.000000 Penalty: 5968.744629
	Iteration 12Q: 3 clusters Score -2.147534e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -21476836.000000 Penalty: 5968.744629
	Iteration 13Q: 3 clusters Score -2.147684e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -21477764.000000 Penalty: 5968.744629
	Iteration 14Q: 3 clusters Score -2.147776e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -21478336.000000 Penalty: 5968.744629
	Iteration 15Q: 3 clusters Score -2.147834e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -21478872.000000 Penalty: 5968.744629
	Iteration 16Q: 3 clusters Score -2.147887e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -21479410.000000 Penalty: 5968.744629
	Iteration 17Q: 3 clusters Score -2.147941e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -21479990.000000 Penalty: 5968.744629
	Iteration 18Q: 3 clusters Score -2.147999e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -21480680.000000 Penalty: 5968.744629
	Iteration 19Q: 3 clusters Score -2.148068e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -21481216.000000 Penalty: 5968.744629
	Iteration 20F: 3 clusters Score -2.148122e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -21481922.000000 Penalty: 5968.744629
	Iteration 21Q: 3 clusters Score -2.148192e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -21482378.000000 Penalty: 5968.744629
	Iteration 22Q: 3 clusters Score -2.148238e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -21482940.000000 Penalty: 5968.744629
	Iteration 23Q: 3 clusters Score -2.148294e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -21483722.000000 Penalty: 5968.744629
	Iteration 24Q: 3 clusters Score -2.148372e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -21484528.000000 Penalty: 5968.744629
	Iteration 25Q: 3 clusters Score -2.148453e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -21485080.000000 Penalty: 5968.744629
	Iteration 26Q: 3 clusters Score -2.148508e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -21485776.000000 Penalty: 5968.744629
	Iteration 27Q: 3 clusters Score -2.148578e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -21486466.000000 Penalty: 5968.744629
	Iteration 28Q: 3 clusters Score -2.148647e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -21487162.000000 Penalty: 5968.744629
	Iteration 29Q: 3 clusters Score -2.148716e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -21487744.000000 Penalty: 5968.744629
	Iteration 30Q: 3 clusters Score -2.148774e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -21488388.000000 Penalty: 5968.744629
	Iteration 31Q: 3 clusters Score -2.148839e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -21489292.000000 Penalty: 5968.744629
	Iteration 32Q: 3 clusters Score -2.148929e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -21489880.000000 Penalty: 5968.744629
	Iteration 33Q: 3 clusters Score -2.148988e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150158 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -21490508.000000 Penalty: 5968.744629
	Iteration 34Q: 3 clusters Score -2.149051e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -21491066.000000 Penalty: 5968.744629
	Iteration 35Q: 3 clusters Score -2.149107e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -21491546.000000 Penalty: 5968.744629
	Iteration 36Q: 3 clusters Score -2.149155e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -21491960.000000 Penalty: 5968.744629
	Iteration 37Q: 3 clusters Score -2.149196e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156770 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -21492336.000000 Penalty: 5968.744629
	Iteration 38Q: 3 clusters Score -2.149234e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -21492566.000000 Penalty: 5968.744629
	Iteration 39Q: 3 clusters Score -2.149257e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -21492800.000000 Penalty: 5968.744629
	Iteration 40F: 3 clusters Score -2.14928e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160153 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -21493014.000000 Penalty: 5968.744629
	Iteration 41Q: 3 clusters Score -2.149301e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21493232.000000 Penalty: 5968.744629
	Iteration 42Q: 3 clusters Score -2.149323e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -21493266.000000 Penalty: 5968.744629
	Iteration 43Q: 3 clusters Score -2.149327e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -21493366.000000 Penalty: 5968.744629
	Iteration 44Q: 3 clusters Score -2.149337e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -21493418.000000 Penalty: 5968.744629
	Iteration 45Q: 3 clusters Score -2.149342e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -21493496.000000 Penalty: 5968.744629
	Iteration 46Q: 3 clusters Score -2.14935e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -21493532.000000 Penalty: 5968.744629
	Iteration 47Q: 3 clusters Score -2.149353e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21493606.000000 Penalty: 5968.744629
	Iteration 48Q: 3 clusters Score -2.149361e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -21493686.000000 Penalty: 5968.744629
	Iteration 49Q: 3 clusters Score -2.149369e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -21493736.000000 Penalty: 5968.744629
	Iteration 50Q: 3 clusters Score -2.149374e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21493756.000000 Penalty: 5968.744629
	Iteration 51Q: 3 clusters Score -2.149376e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21493788.000000 Penalty: 5968.744629
	Iteration 52Q: 3 clusters Score -2.149379e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21493824.000000 Penalty: 5968.744629
	Iteration 53Q: 3 clusters Score -2.149382e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21493872.000000 Penalty: 5968.744629
	Iteration 54Q: 3 clusters Score -2.149387e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21493868.000000 Penalty: 5968.744629
	Iteration 55Q: 3 clusters Score -2.149387e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21493928.000000 Penalty: 5968.744629
	Iteration 56Q: 3 clusters Score -2.149393e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21493912.000000 Penalty: 5968.744629
	Iteration 57Q: 3 clusters Score -2.149391e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -21493942.000000 Penalty: 5968.744629
	Iteration 58Q: 3 clusters Score -2.149394e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21493964.000000 Penalty: 5968.744629
	Iteration 59Q: 3 clusters Score -2.149396e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21494024.000000 Penalty: 5968.744629
	Iteration 60F: 3 clusters Score -2.149402e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21494094.000000 Penalty: 5968.744629
	Iteration 61Q: 3 clusters Score -2.149409e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21494170.000000 Penalty: 5968.744629
	Iteration 62Q: 3 clusters Score -2.149417e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21494240.000000 Penalty: 5968.744629
	Iteration 63Q: 3 clusters Score -2.149424e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21494314.000000 Penalty: 5968.744629
	Iteration 64Q: 3 clusters Score -2.149431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167187 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21494340.000000 Penalty: 5968.744629
	Iteration 65Q: 3 clusters Score -2.149434e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21494350.000000 Penalty: 5968.744629
	Iteration 66Q: 3 clusters Score -2.149435e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21494374.000000 Penalty: 5968.744629
	Iteration 67Q: 3 clusters Score -2.149437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167263 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21494396.000000 Penalty: 5968.744629
	Iteration 68Q: 3 clusters Score -2.14944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21494402.000000 Penalty: 5968.744629
	Iteration 69Q: 3 clusters Score -2.14944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21494416.000000 Penalty: 5968.744629
	Iteration 70Q: 3 clusters Score -2.149442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21494432.000000 Penalty: 5968.744629
	Iteration 71Q: 3 clusters Score -2.149443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21494432.000000 Penalty: 5968.744629
	Iteration 72Q: 3 clusters Score -2.149443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21494422.000000 Penalty: 5968.744629
	Iteration 73Q: 3 clusters Score -2.149442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21494434.000000 Penalty: 5968.744629
	Iteration 74Q: 3 clusters Score -2.149443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21494448.000000 Penalty: 5968.744629
	Iteration 75Q: 3 clusters Score -2.149445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167299 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21494450.000000 Penalty: 5968.744629
	Iteration 76Q: 3 clusters Score -2.149445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21494460.000000 Penalty: 5968.744629
	Iteration 77Q: 3 clusters Score -2.149446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21494454.000000 Penalty: 5968.744629
	Iteration 78Q: 3 clusters Score -2.149445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21494448.000000 Penalty: 5968.744629
	Iteration 79Q: 3 clusters Score -2.149445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21494450.000000 Penalty: 5968.744629
	Iteration 80F: 3 clusters Score -2.149445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21494466.000000 Penalty: 5968.744629
	Iteration 81Q: 3 clusters Score -2.149447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21494492.000000 Penalty: 5968.744629
	Iteration 82Q: 3 clusters Score -2.149449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21494468.000000 Penalty: 5968.744629
	Iteration 83Q: 3 clusters Score -2.149447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21494494.000000 Penalty: 5968.744629
	Iteration 84Q: 3 clusters Score -2.149449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21494476.000000 Penalty: 5968.744629
	Iteration 85Q: 3 clusters Score -2.149448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21494468.000000 Penalty: 5968.744629
	Iteration 86Q: 3 clusters Score -2.149447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21494454.000000 Penalty: 5968.744629
	Iteration 87Q: 3 clusters Score -2.149445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167278 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21494456.000000 Penalty: 5968.744629
	Iteration 88Q: 3 clusters Score -2.149446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21494470.000000 Penalty: 5968.744629
	Iteration 89Q: 3 clusters Score -2.149447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21494480.000000 Penalty: 5968.744629
	Iteration 90Q: 3 clusters Score -2.149448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21494480.000000 Penalty: 5968.744629
	Iteration 91Q: 3 clusters Score -2.149448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21494476.000000 Penalty: 5968.744629
	Iteration 92Q: 3 clusters Score -2.149448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21494474.000000 Penalty: 5968.744629
	Iteration 93Q: 3 clusters Score -2.149447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21494486.000000 Penalty: 5968.744629
	Iteration 94Q: 3 clusters Score -2.149449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21494504.000000 Penalty: 5968.744629
	Iteration 95Q: 3 clusters Score -2.14945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21494528.000000 Penalty: 5968.744629
	Iteration 96Q: 3 clusters Score -2.149453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21494560.000000 Penalty: 5968.744629
	Iteration 97Q: 3 clusters Score -2.149456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21494600.000000 Penalty: 5968.744629
	Iteration 98Q: 3 clusters Score -2.14946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21494620.000000 Penalty: 5968.744629
	Iteration 99Q: 3 clusters Score -2.149462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21494660.000000 Penalty: 5968.744629
	Iteration 100F: 3 clusters Score -2.149466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21494676.000000 Penalty: 5968.744629
	Iteration 101Q: 3 clusters Score -2.149468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21494720.000000 Penalty: 5968.744629
	Iteration 102Q: 3 clusters Score -2.149472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21494702.000000 Penalty: 5968.744629
	Iteration 103Q: 3 clusters Score -2.14947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21494758.000000 Penalty: 5968.744629
	Iteration 104Q: 3 clusters Score -2.149476e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21494794.000000 Penalty: 5968.744629
	Iteration 105Q: 3 clusters Score -2.149479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21494776.000000 Penalty: 5968.744629
	Iteration 106Q: 3 clusters Score -2.149478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -21494784.000000 Penalty: 5968.744629
	Iteration 107Q: 3 clusters Score -2.149478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21494798.000000 Penalty: 5968.744629
	Iteration 108Q: 3 clusters Score -2.14948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21494788.000000 Penalty: 5968.744629
	Iteration 109Q: 3 clusters Score -2.149479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21494812.000000 Penalty: 5968.744629
	Iteration 110Q: 3 clusters Score -2.149481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21494818.000000 Penalty: 5968.744629
	Iteration 111Q: 3 clusters Score -2.149482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21494842.000000 Penalty: 5968.744629
	Iteration 112Q: 3 clusters Score -2.149484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167203 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21494842.000000 Penalty: 5968.744629
	Iteration 113Q: 3 clusters Score -2.149484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167199 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21494840.000000 Penalty: 5968.744629
	Iteration 114Q: 3 clusters Score -2.149484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167191 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21494838.000000 Penalty: 5968.744629
	Iteration 115Q: 3 clusters Score -2.149484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21494858.000000 Penalty: 5968.744629
	Iteration 116Q: 3 clusters Score -2.149486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21494846.000000 Penalty: 5968.744629
	Iteration 117Q: 3 clusters Score -2.149485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21494828.000000 Penalty: 5968.744629
	Iteration 118Q: 3 clusters Score -2.149483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21494846.000000 Penalty: 5968.744629
	Iteration 119Q: 3 clusters Score -2.149485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21494838.000000 Penalty: 5968.744629
	Iteration 120F: 3 clusters Score -2.149484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21494850.000000 Penalty: 5968.744629
	Iteration 121Q: 3 clusters Score -2.149485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21494836.000000 Penalty: 5968.744629
	Iteration 122Q: 3 clusters Score -2.149484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167162 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21494860.000000 Penalty: 5968.744629
	Iteration 123Q: 3 clusters Score -2.149486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21494862.000000 Penalty: 5968.744629
	Iteration 124Q: 3 clusters Score -2.149486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21494868.000000 Penalty: 5968.744629
	Iteration 125Q: 3 clusters Score -2.149487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21494882.000000 Penalty: 5968.744629
	Iteration 126Q: 3 clusters Score -2.149488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21494886.000000 Penalty: 5968.744629
	Iteration 127Q: 3 clusters Score -2.149489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21494882.000000 Penalty: 5968.744629
	Iteration 128Q: 3 clusters Score -2.149488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21494888.000000 Penalty: 5968.744629
	Iteration 129Q: 3 clusters Score -2.149489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21494870.000000 Penalty: 5968.744629
	Iteration 130Q: 3 clusters Score -2.149487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21494878.000000 Penalty: 5968.744629
	Iteration 131Q: 3 clusters Score -2.149488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21494876.000000 Penalty: 5968.744629
	Iteration 132Q: 3 clusters Score -2.149488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21494886.000000 Penalty: 5968.744629
	Iteration 133Q: 3 clusters Score -2.149489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21494872.000000 Penalty: 5968.744629
	Iteration 134Q: 3 clusters Score -2.149487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21494872.000000 Penalty: 5968.744629
	Iteration 135Q: 3 clusters Score -2.149487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21494860.000000 Penalty: 5968.744629
	Iteration 136Q: 3 clusters Score -2.149486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21494864.000000 Penalty: 5968.744629
	Iteration 137Q: 3 clusters Score -2.149486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167122 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21494868.000000 Penalty: 5968.744629
	Iteration 138Q: 3 clusters Score -2.149487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21494880.000000 Penalty: 5968.744629
	Iteration 139Q: 3 clusters Score -2.149488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21494874.000000 Penalty: 5968.744629
	Iteration 140F: 3 clusters Score -2.149487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21494882.000000 Penalty: 5968.744629
	Iteration 141Q: 3 clusters Score -2.149488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21494882.000000 Penalty: 5968.744629
	Iteration 142F: 3 clusters Score -2.149488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (211980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211980 members 
Entering Unmasked Estep 
Score: -27173824.000000 Penalty: 3041.533203
	Iteration 0F: 2 clusters Score -2.717382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -27068724.000000 Penalty: 6083.066406
	Iteration 0F: 3 clusters Score -2.706872e+07 nChanged 101898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -27128072.000000 Penalty: 6083.066406
	Iteration 1F: 3 clusters Score -2.712807e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104893 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -27128750.000000 Penalty: 6083.066406
	Iteration 2Q: 3 clusters Score -2.712875e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -27129404.000000 Penalty: 6083.066406
	Iteration 3Q: 3 clusters Score -2.71294e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -27130096.000000 Penalty: 6083.066406
	Iteration 4Q: 3 clusters Score -2.71301e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -27130548.000000 Penalty: 6083.066406
	Iteration 5Q: 3 clusters Score -2.713055e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -27131258.000000 Penalty: 6083.066406
	Iteration 6Q: 3 clusters Score -2.713126e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -27132088.000000 Penalty: 6083.066406
	Iteration 7Q: 3 clusters Score -2.713209e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -27133942.000000 Penalty: 6083.066406
	Iteration 8Q: 3 clusters Score -2.713394e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 127807 members 
Entering Unmasked Estep 
Score: -27137092.000000 Penalty: 6083.066406
	Iteration 9Q: 3 clusters Score -2.713709e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -27142250.000000 Penalty: 6083.066406
	Iteration 10F: 3 clusters Score -2.714225e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -27150136.000000 Penalty: 6083.066406
	Iteration 11F: 3 clusters Score -2.715014e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 162666 members 
Entering Unmasked Estep 
Score: -27158498.000000 Penalty: 6083.066406
	Iteration 12F: 3 clusters Score -2.71585e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -27164920.000000 Penalty: 6083.066406
	Iteration 13F: 3 clusters Score -2.716492e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -27168376.000000 Penalty: 6083.066406
	Iteration 14Q: 3 clusters Score -2.716838e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 183570 members 
Entering Unmasked Estep 
Score: -27169322.000000 Penalty: 6083.066406
	Iteration 15Q: 3 clusters Score -2.716932e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -27169624.000000 Penalty: 6083.066406
	Iteration 16Q: 3 clusters Score -2.716962e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -27169450.000000 Penalty: 6083.066406
	Iteration 17Q: 3 clusters Score -2.716945e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 188273 members 
Entering Unmasked Estep 
Score: -27169148.000000 Penalty: 6083.066406
	Iteration 18Q: 3 clusters Score -2.716915e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -27168904.000000 Penalty: 6083.066406
	Iteration 19Q: 3 clusters Score -2.71689e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 190245 members 
Entering Unmasked Estep 
Score: -27168624.000000 Penalty: 6083.066406
	Iteration 20F: 3 clusters Score -2.716862e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 191132 members 
Entering Unmasked Estep 
Score: -27168490.000000 Penalty: 6083.066406
	Iteration 21Q: 3 clusters Score -2.716849e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 191907 members 
Entering Unmasked Estep 
Score: -27168168.000000 Penalty: 6083.066406
	Iteration 22Q: 3 clusters Score -2.716817e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 192608 members 
Entering Unmasked Estep 
Score: -27168008.000000 Penalty: 6083.066406
	Iteration 23Q: 3 clusters Score -2.716801e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 193284 members 
Entering Unmasked Estep 
Score: -27167822.000000 Penalty: 6083.066406
	Iteration 24Q: 3 clusters Score -2.716782e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 193956 members 
Entering Unmasked Estep 
Score: -27167768.000000 Penalty: 6083.066406
	Iteration 25Q: 3 clusters Score -2.716777e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 194652 members 
Entering Unmasked Estep 
Score: -27167862.000000 Penalty: 6083.066406
	Iteration 26Q: 3 clusters Score -2.716786e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 195318 members 
Entering Unmasked Estep 
Score: -27167780.000000 Penalty: 6083.066406
	Iteration 27Q: 3 clusters Score -2.716778e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 195962 members 
Entering Unmasked Estep 
Score: -27167766.000000 Penalty: 6083.066406
	Iteration 28Q: 3 clusters Score -2.716777e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 196583 members 
Entering Unmasked Estep 
Score: -27167774.000000 Penalty: 6083.066406
	Iteration 29Q: 3 clusters Score -2.716777e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 197172 members 
Entering Unmasked Estep 
Score: -27167784.000000 Penalty: 6083.066406
	Iteration 30Q: 3 clusters Score -2.716778e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 197731 members 
Entering Unmasked Estep 
Score: -27167852.000000 Penalty: 6083.066406
	Iteration 31Q: 3 clusters Score -2.716785e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -27167802.000000 Penalty: 6083.066406
	Iteration 32Q: 3 clusters Score -2.71678e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -27167864.000000 Penalty: 6083.066406
	Iteration 33Q: 3 clusters Score -2.716786e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 199417 members 
Entering Unmasked Estep 
Score: -27167890.000000 Penalty: 6083.066406
	Iteration 34Q: 3 clusters Score -2.716789e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 199929 members 
Entering Unmasked Estep 
Score: -27167978.000000 Penalty: 6083.066406
	Iteration 35Q: 3 clusters Score -2.716798e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 200405 members 
Entering Unmasked Estep 
Score: -27167974.000000 Penalty: 6083.066406
	Iteration 36Q: 3 clusters Score -2.716797e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -27167974.000000 Penalty: 6083.066406
	Iteration 37Q: 3 clusters Score -2.716797e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 201347 members 
Entering Unmasked Estep 
Score: -27167980.000000 Penalty: 6083.066406
	Iteration 38Q: 3 clusters Score -2.716798e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 201796 members 
Entering Unmasked Estep 
Score: -27168046.000000 Penalty: 6083.066406
	Iteration 39Q: 3 clusters Score -2.716805e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 202226 members 
Entering Unmasked Estep 
Score: -27168162.000000 Penalty: 6083.066406
	Iteration 40F: 3 clusters Score -2.716816e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 202665 members 
Entering Unmasked Estep 
Score: -27168216.000000 Penalty: 6083.066406
	Iteration 41Q: 3 clusters Score -2.716822e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 203078 members 
Entering Unmasked Estep 
Score: -27168322.000000 Penalty: 6083.066406
	Iteration 42Q: 3 clusters Score -2.716832e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 203464 members 
Entering Unmasked Estep 
Score: -27168510.000000 Penalty: 6083.066406
	Iteration 43Q: 3 clusters Score -2.716851e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 203843 members 
Entering Unmasked Estep 
Score: -27168520.000000 Penalty: 6083.066406
	Iteration 44Q: 3 clusters Score -2.716852e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 204211 members 
Entering Unmasked Estep 
Score: -27168676.000000 Penalty: 6083.066406
	Iteration 45Q: 3 clusters Score -2.716868e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 204602 members 
Entering Unmasked Estep 
Score: -27168796.000000 Penalty: 6083.066406
	Iteration 46Q: 3 clusters Score -2.71688e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 204995 members 
Entering Unmasked Estep 
Score: -27168886.000000 Penalty: 6083.066406
	Iteration 47Q: 3 clusters Score -2.716889e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 205394 members 
Entering Unmasked Estep 
Score: -27168962.000000 Penalty: 6083.066406
	Iteration 48Q: 3 clusters Score -2.716896e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 205736 members 
Entering Unmasked Estep 
Score: -27169124.000000 Penalty: 6083.066406
	Iteration 49Q: 3 clusters Score -2.716912e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -27169312.000000 Penalty: 6083.066406
	Iteration 50Q: 3 clusters Score -2.716931e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 206435 members 
Entering Unmasked Estep 
Score: -27169404.000000 Penalty: 6083.066406
	Iteration 51Q: 3 clusters Score -2.71694e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 206785 members 
Entering Unmasked Estep 
Score: -27169474.000000 Penalty: 6083.066406
	Iteration 52Q: 3 clusters Score -2.716947e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 207127 members 
Entering Unmasked Estep 
Score: -27169666.000000 Penalty: 6083.066406
	Iteration 53Q: 3 clusters Score -2.716967e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 207461 members 
Entering Unmasked Estep 
Score: -27169778.000000 Penalty: 6083.066406
	Iteration 54Q: 3 clusters Score -2.716978e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 207785 members 
Entering Unmasked Estep 
Score: -27169866.000000 Penalty: 6083.066406
	Iteration 55Q: 3 clusters Score -2.716987e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 208099 members 
Entering Unmasked Estep 
Score: -27169942.000000 Penalty: 6083.066406
	Iteration 56Q: 3 clusters Score -2.716994e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 208396 members 
Entering Unmasked Estep 
Score: -27170096.000000 Penalty: 6083.066406
	Iteration 57Q: 3 clusters Score -2.71701e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 208682 members 
Entering Unmasked Estep 
Score: -27170202.000000 Penalty: 6083.066406
	Iteration 58Q: 3 clusters Score -2.71702e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 208924 members 
Entering Unmasked Estep 
Score: -27170308.000000 Penalty: 6083.066406
	Iteration 59Q: 3 clusters Score -2.717031e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 209163 members 
Entering Unmasked Estep 
Score: -27170394.000000 Penalty: 6083.066406
	Iteration 60F: 3 clusters Score -2.717039e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 209390 members 
Entering Unmasked Estep 
Score: -27170464.000000 Penalty: 6083.066406
	Iteration 61Q: 3 clusters Score -2.717046e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 209607 members 
Entering Unmasked Estep 
Score: -27170564.000000 Penalty: 6083.066406
	Iteration 62Q: 3 clusters Score -2.717056e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 209788 members 
Entering Unmasked Estep 
Score: -27170648.000000 Penalty: 6083.066406
	Iteration 63Q: 3 clusters Score -2.717065e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 209951 members 
Entering Unmasked Estep 
Score: -27170716.000000 Penalty: 6083.066406
	Iteration 64Q: 3 clusters Score -2.717072e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 210102 members 
Entering Unmasked Estep 
Score: -27170742.000000 Penalty: 6083.066406
	Iteration 65Q: 3 clusters Score -2.717074e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 210248 members 
Entering Unmasked Estep 
Score: -27170846.000000 Penalty: 6083.066406
	Iteration 66Q: 3 clusters Score -2.717085e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 210375 members 
Entering Unmasked Estep 
Score: -27170912.000000 Penalty: 6083.066406
	Iteration 67Q: 3 clusters Score -2.717091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210476 members 
Entering Unmasked Estep 
Score: -27170972.000000 Penalty: 6083.066406
	Iteration 68Q: 3 clusters Score -2.717097e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 210569 members 
Entering Unmasked Estep 
Score: -27170976.000000 Penalty: 6083.066406
	Iteration 69Q: 3 clusters Score -2.717098e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 210644 members 
Entering Unmasked Estep 
Score: -27171030.000000 Penalty: 6083.066406
	Iteration 70Q: 3 clusters Score -2.717103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 210716 members 
Entering Unmasked Estep 
Score: -27171062.000000 Penalty: 6083.066406
	Iteration 71Q: 3 clusters Score -2.717106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 210773 members 
Entering Unmasked Estep 
Score: -27171070.000000 Penalty: 6083.066406
	Iteration 72Q: 3 clusters Score -2.717107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 210827 members 
Entering Unmasked Estep 
Score: -27171118.000000 Penalty: 6083.066406
	Iteration 73Q: 3 clusters Score -2.717112e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 210873 members 
Entering Unmasked Estep 
Score: -27171128.000000 Penalty: 6083.066406
	Iteration 74Q: 3 clusters Score -2.717113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 210908 members 
Entering Unmasked Estep 
Score: -27171160.000000 Penalty: 6083.066406
	Iteration 75Q: 3 clusters Score -2.717116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 210933 members 
Entering Unmasked Estep 
Score: -27171184.000000 Penalty: 6083.066406
	Iteration 76Q: 3 clusters Score -2.717118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 210959 members 
Entering Unmasked Estep 
Score: -27171182.000000 Penalty: 6083.066406
	Iteration 77Q: 3 clusters Score -2.717118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 210971 members 
Entering Unmasked Estep 
Score: -27171168.000000 Penalty: 6083.066406
	Iteration 78Q: 3 clusters Score -2.717117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 210975 members 
Entering Unmasked Estep 
Score: -27171166.000000 Penalty: 6083.066406
	Iteration 79Q: 3 clusters Score -2.717117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 210988 members 
Entering Unmasked Estep 
Score: -27171158.000000 Penalty: 6083.066406
	Iteration 80F: 3 clusters Score -2.717116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 211001 members 
Entering Unmasked Estep 
Score: -27171168.000000 Penalty: 6083.066406
	Iteration 81Q: 3 clusters Score -2.717117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 211011 members 
Entering Unmasked Estep 
Score: -27171170.000000 Penalty: 6083.066406
	Iteration 82Q: 3 clusters Score -2.717117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 211024 members 
Entering Unmasked Estep 
Score: -27171180.000000 Penalty: 6083.066406
	Iteration 83Q: 3 clusters Score -2.717118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 211032 members 
Entering Unmasked Estep 
Score: -27171222.000000 Penalty: 6083.066406
	Iteration 84Q: 3 clusters Score -2.717122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 211040 members 
Entering Unmasked Estep 
Score: -27171216.000000 Penalty: 6083.066406
	Iteration 85Q: 3 clusters Score -2.717122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 211051 members 
Entering Unmasked Estep 
Score: -27171220.000000 Penalty: 6083.066406
	Iteration 86Q: 3 clusters Score -2.717122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 211064 members 
Entering Unmasked Estep 
Score: -27171234.000000 Penalty: 6083.066406
	Iteration 87Q: 3 clusters Score -2.717123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 211072 members 
Entering Unmasked Estep 
Score: -27171212.000000 Penalty: 6083.066406
	Iteration 88Q: 3 clusters Score -2.717121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 211078 members 
Entering Unmasked Estep 
Score: -27171222.000000 Penalty: 6083.066406
	Iteration 89Q: 3 clusters Score -2.717122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 211084 members 
Entering Unmasked Estep 
Score: -27171230.000000 Penalty: 6083.066406
	Iteration 90Q: 3 clusters Score -2.717123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 211094 members 
Entering Unmasked Estep 
Score: -27171224.000000 Penalty: 6083.066406
	Iteration 91Q: 3 clusters Score -2.717122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 211099 members 
Entering Unmasked Estep 
Score: -27171212.000000 Penalty: 6083.066406
	Iteration 92Q: 3 clusters Score -2.717121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 211104 members 
Entering Unmasked Estep 
Score: -27171232.000000 Penalty: 6083.066406
	Iteration 93Q: 3 clusters Score -2.717123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 211112 members 
Entering Unmasked Estep 
Score: -27171232.000000 Penalty: 6083.066406
	Iteration 94Q: 3 clusters Score -2.717123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 211120 members 
Entering Unmasked Estep 
Score: -27171240.000000 Penalty: 6083.066406
	Iteration 95Q: 3 clusters Score -2.717124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 211125 members 
Entering Unmasked Estep 
Score: -27171232.000000 Penalty: 6083.066406
	Iteration 96Q: 3 clusters Score -2.717123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 211129 members 
Entering Unmasked Estep 
Score: -27171264.000000 Penalty: 6083.066406
	Iteration 97Q: 3 clusters Score -2.717126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 211132 members 
Entering Unmasked Estep 
Score: -27171248.000000 Penalty: 6083.066406
	Iteration 98Q: 3 clusters Score -2.717125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 211134 members 
Entering Unmasked Estep 
Score: -27171254.000000 Penalty: 6083.066406
	Iteration 99Q: 3 clusters Score -2.717125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 211136 members 
Entering Unmasked Estep 
Score: -27171248.000000 Penalty: 6083.066406
	Iteration 100F: 3 clusters Score -2.717125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 211138 members 
Entering Unmasked Estep 
Score: -27171248.000000 Penalty: 6083.066406
	Iteration 101Q: 3 clusters Score -2.717125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 211140 members 
Entering Unmasked Estep 
Score: -27171236.000000 Penalty: 6083.066406
	Iteration 102Q: 3 clusters Score -2.717124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 211141 members 
Entering Unmasked Estep 
Score: -27171242.000000 Penalty: 6083.066406
	Iteration 103Q: 3 clusters Score -2.717124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -27171226.000000 Penalty: 6083.066406
	Iteration 104Q: 3 clusters Score -2.717123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -27171226.000000 Penalty: 6083.066406
	Iteration 105F: 3 clusters Score -2.717123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Entering Unmasked Estep 
Score: -5162149.500000 Penalty: 2626.479248
	Iteration 0F: 2 clusters Score -5162150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5135114.000000 Penalty: 5252.958496
	Iteration 0F: 3 clusters Score -5135114 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5145171.500000 Penalty: 5252.958496
	Iteration 1F: 3 clusters Score -5145172 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5145674.500000 Penalty: 5252.958496
	Iteration 2Q: 3 clusters Score -5145674 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5146091.000000 Penalty: 5252.958496
	Iteration 3Q: 3 clusters Score -5146091 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5146543.000000 Penalty: 5252.958496
	Iteration 4Q: 3 clusters Score -5146543 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5147087.000000 Penalty: 5252.958496
	Iteration 5Q: 3 clusters Score -5147087 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5147798.500000 Penalty: 5252.958496
	Iteration 6Q: 3 clusters Score -5147798 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -5148610.000000 Penalty: 5252.958496
	Iteration 7Q: 3 clusters Score -5148610 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5149780.500000 Penalty: 5252.958496
	Iteration 8Q: 3 clusters Score -5149780 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5151260.000000 Penalty: 5252.958496
	Iteration 9F: 3 clusters Score -5151260 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5152918.500000 Penalty: 5252.958496
	Iteration 10F: 3 clusters Score -5152918 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5154159.500000 Penalty: 5252.958496
	Iteration 11F: 3 clusters Score -5154160 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5154820.500000 Penalty: 5252.958496
	Iteration 12Q: 3 clusters Score -5154820 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -5155112.000000 Penalty: 5252.958496
	Iteration 13Q: 3 clusters Score -5155112 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5155285.500000 Penalty: 5252.958496
	Iteration 14Q: 3 clusters Score -5155286 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5155366.000000 Penalty: 5252.958496
	Iteration 15Q: 3 clusters Score -5155366 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5155468.000000 Penalty: 5252.958496
	Iteration 16Q: 3 clusters Score -5155468 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5155571.000000 Penalty: 5252.958496
	Iteration 17Q: 3 clusters Score -5155571 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5155685.500000 Penalty: 5252.958496
	Iteration 18Q: 3 clusters Score -5155686 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5155807.500000 Penalty: 5252.958496
	Iteration 19Q: 3 clusters Score -5155808 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5155934.500000 Penalty: 5252.958496
	Iteration 20F: 3 clusters Score -5155934 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5156061.500000 Penalty: 5252.958496
	Iteration 21Q: 3 clusters Score -5156062 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5156162.500000 Penalty: 5252.958496
	Iteration 22Q: 3 clusters Score -5156162 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5156291.000000 Penalty: 5252.958496
	Iteration 23Q: 3 clusters Score -5156291 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5156390.500000 Penalty: 5252.958496
	Iteration 24Q: 3 clusters Score -5156390 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5156517.500000 Penalty: 5252.958496
	Iteration 25Q: 3 clusters Score -5156518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5156652.500000 Penalty: 5252.958496
	Iteration 26Q: 3 clusters Score -5156652 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5156781.000000 Penalty: 5252.958496
	Iteration 27Q: 3 clusters Score -5156781 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5156843.500000 Penalty: 5252.958496
	Iteration 28Q: 3 clusters Score -5156844 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5156950.500000 Penalty: 5252.958496
	Iteration 29Q: 3 clusters Score -5156950 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5157053.500000 Penalty: 5252.958496
	Iteration 30Q: 3 clusters Score -5157054 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5157155.000000 Penalty: 5252.958496
	Iteration 31Q: 3 clusters Score -5157155 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -5157255.500000 Penalty: 5252.958496
	Iteration 32Q: 3 clusters Score -5157256 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5157369.000000 Penalty: 5252.958496
	Iteration 33Q: 3 clusters Score -5157369 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5157459.500000 Penalty: 5252.958496
	Iteration 34Q: 3 clusters Score -5157460 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -5157542.000000 Penalty: 5252.958496
	Iteration 35Q: 3 clusters Score -5157542 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5157668.000000 Penalty: 5252.958496
	Iteration 36Q: 3 clusters Score -5157668 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5157785.500000 Penalty: 5252.958496
	Iteration 37Q: 3 clusters Score -5157786 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5157902.000000 Penalty: 5252.958496
	Iteration 38Q: 3 clusters Score -5157902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5157989.000000 Penalty: 5252.958496
	Iteration 39Q: 3 clusters Score -5157989 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -5158088.500000 Penalty: 5252.958496
	Iteration 40F: 3 clusters Score -5158088 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5158201.000000 Penalty: 5252.958496
	Iteration 41Q: 3 clusters Score -5158201 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5158284.500000 Penalty: 5252.958496
	Iteration 42Q: 3 clusters Score -5158284 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5158397.500000 Penalty: 5252.958496
	Iteration 43Q: 3 clusters Score -5158398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5158501.500000 Penalty: 5252.958496
	Iteration 44Q: 3 clusters Score -5158502 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -5158586.000000 Penalty: 5252.958496
	Iteration 45Q: 3 clusters Score -5158586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5158676.500000 Penalty: 5252.958496
	Iteration 46Q: 3 clusters Score -5158676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5158736.500000 Penalty: 5252.958496
	Iteration 47Q: 3 clusters Score -5158736 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5158833.000000 Penalty: 5252.958496
	Iteration 48Q: 3 clusters Score -5158833 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5158878.000000 Penalty: 5252.958496
	Iteration 49Q: 3 clusters Score -5158878 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5158954.500000 Penalty: 5252.958496
	Iteration 50Q: 3 clusters Score -5158954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -5159032.000000 Penalty: 5252.958496
	Iteration 51Q: 3 clusters Score -5159032 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5159116.500000 Penalty: 5252.958496
	Iteration 52Q: 3 clusters Score -5159116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5159164.500000 Penalty: 5252.958496
	Iteration 53Q: 3 clusters Score -5159164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5159231.500000 Penalty: 5252.958496
	Iteration 54Q: 3 clusters Score -5159232 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5159295.500000 Penalty: 5252.958496
	Iteration 55Q: 3 clusters Score -5159296 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5159350.500000 Penalty: 5252.958496
	Iteration 56Q: 3 clusters Score -5159350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5159407.000000 Penalty: 5252.958496
	Iteration 57Q: 3 clusters Score -5159407 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5159455.500000 Penalty: 5252.958496
	Iteration 58Q: 3 clusters Score -5159456 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5159521.500000 Penalty: 5252.958496
	Iteration 59Q: 3 clusters Score -5159522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5159581.000000 Penalty: 5252.958496
	Iteration 60F: 3 clusters Score -5159581 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5159627.500000 Penalty: 5252.958496
	Iteration 61Q: 3 clusters Score -5159628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5159678.500000 Penalty: 5252.958496
	Iteration 62Q: 3 clusters Score -5159678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5159703.500000 Penalty: 5252.958496
	Iteration 63Q: 3 clusters Score -5159704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5159741.000000 Penalty: 5252.958496
	Iteration 64Q: 3 clusters Score -5159741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5159798.500000 Penalty: 5252.958496
	Iteration 65Q: 3 clusters Score -5159798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5159816.500000 Penalty: 5252.958496
	Iteration 66Q: 3 clusters Score -5159816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5159830.500000 Penalty: 5252.958496
	Iteration 67Q: 3 clusters Score -5159830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5159840.000000 Penalty: 5252.958496
	Iteration 68Q: 3 clusters Score -5159840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5159864.000000 Penalty: 5252.958496
	Iteration 69Q: 3 clusters Score -5159864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5159866.000000 Penalty: 5252.958496
	Iteration 70Q: 3 clusters Score -5159866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5159882.000000 Penalty: 5252.958496
	Iteration 71Q: 3 clusters Score -5159882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5159896.500000 Penalty: 5252.958496
	Iteration 72Q: 3 clusters Score -5159896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -5159896.000000 Penalty: 5252.958496
	Iteration 73Q: 3 clusters Score -5159896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5159901.000000 Penalty: 5252.958496
	Iteration 74Q: 3 clusters Score -5159901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5159909.000000 Penalty: 5252.958496
	Iteration 75Q: 3 clusters Score -5159909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -5159910.500000 Penalty: 5252.958496
	Iteration 76Q: 3 clusters Score -5159910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5159917.500000 Penalty: 5252.958496
	Iteration 77Q: 3 clusters Score -5159918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5159925.000000 Penalty: 5252.958496
	Iteration 78Q: 3 clusters Score -5159925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5159928.000000 Penalty: 5252.958496
	Iteration 79Q: 3 clusters Score -5159928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5159936.000000 Penalty: 5252.958496
	Iteration 80F: 3 clusters Score -5159936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5159934.000000 Penalty: 5252.958496
	Iteration 81Q: 3 clusters Score -5159934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5159944.500000 Penalty: 5252.958496
	Iteration 82Q: 3 clusters Score -5159944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5159955.000000 Penalty: 5252.958496
	Iteration 83Q: 3 clusters Score -5159955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5159956.500000 Penalty: 5252.958496
	Iteration 84Q: 3 clusters Score -5159956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5159960.000000 Penalty: 5252.958496
	Iteration 85Q: 3 clusters Score -5159960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5159963.000000 Penalty: 5252.958496
	Iteration 86Q: 3 clusters Score -5159963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5159968.000000 Penalty: 5252.958496
	Iteration 87Q: 3 clusters Score -5159968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5159970.000000 Penalty: 5252.958496
	Iteration 88Q: 3 clusters Score -5159970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5159970.500000 Penalty: 5252.958496
	Iteration 89Q: 3 clusters Score -5159970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5159969.000000 Penalty: 5252.958496
	Iteration 90Q: 3 clusters Score -5159969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5159975.000000 Penalty: 5252.958496
	Iteration 91Q: 3 clusters Score -5159975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5159975.500000 Penalty: 5252.958496
	Iteration 92Q: 3 clusters Score -5159976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5159977.000000 Penalty: 5252.958496
	Iteration 93Q: 3 clusters Score -5159977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5159977.000000 Penalty: 5252.958496
	Iteration 94F: 3 clusters Score -5159977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2687176.500000 Penalty: 2464.512451
	Iteration 0F: 2 clusters Score -2687176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2672766 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2677539.250000 Penalty: 4929.024902
	Iteration 1F: 3 clusters Score -2677539 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2677886 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2678138.500000 Penalty: 4929.024902
	Iteration 3Q: 3 clusters Score -2678138 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2678329.000000 Penalty: 4929.024902
	Iteration 4Q: 3 clusters Score -2678329 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2678480.000000 Penalty: 4929.024902
	Iteration 5Q: 3 clusters Score -2678480 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2678600.750000 Penalty: 4929.024902
	Iteration 6Q: 3 clusters Score -2678601 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2678731.000000 Penalty: 4929.024902
	Iteration 7Q: 3 clusters Score -2678731 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2678841.750000 Penalty: 4929.024902
	Iteration 8Q: 3 clusters Score -2678842 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2678957.000000 Penalty: 4929.024902
	Iteration 9Q: 3 clusters Score -2678957 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2679075.250000 Penalty: 4929.024902
	Iteration 10Q: 3 clusters Score -2679075 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2679179.500000 Penalty: 4929.024902
	Iteration 11Q: 3 clusters Score -2679180 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2679299.500000 Penalty: 4929.024902
	Iteration 12Q: 3 clusters Score -2679300 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2679430.250000 Penalty: 4929.024902
	Iteration 13Q: 3 clusters Score -2679430 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2679566.250000 Penalty: 4929.024902
	Iteration 14Q: 3 clusters Score -2679566 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2679760.500000 Penalty: 4929.024902
	Iteration 15Q: 3 clusters Score -2679760 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2680001.750000 Penalty: 4929.024902
	Iteration 16Q: 3 clusters Score -2680002 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2680356.250000 Penalty: 4929.024902
	Iteration 17Q: 3 clusters Score -2680356 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2680854.750000 Penalty: 4929.024902
	Iteration 18Q: 3 clusters Score -2680855 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2681550.750000 Penalty: 4929.024902
	Iteration 19Q: 3 clusters Score -2681551 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2682300.250000 Penalty: 4929.024902
	Iteration 20F: 3 clusters Score -2682300 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2683010.250000 Penalty: 4929.024902
	Iteration 21Q: 3 clusters Score -2683010 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2683463.750000 Penalty: 4929.024902
	Iteration 22Q: 3 clusters Score -2683464 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2683768.250000 Penalty: 4929.024902
	Iteration 23Q: 3 clusters Score -2683768 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2683969.500000 Penalty: 4929.024902
	Iteration 24Q: 3 clusters Score -2683970 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2684107.000000 Penalty: 4929.024902
	Iteration 25Q: 3 clusters Score -2684107 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2684222.500000 Penalty: 4929.024902
	Iteration 26Q: 3 clusters Score -2684222 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2684303.750000 Penalty: 4929.024902
	Iteration 27Q: 3 clusters Score -2684304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2684365.750000 Penalty: 4929.024902
	Iteration 28Q: 3 clusters Score -2684366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2684419.500000 Penalty: 4929.024902
	Iteration 29Q: 3 clusters Score -2684420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2684482.750000 Penalty: 4929.024902
	Iteration 30Q: 3 clusters Score -2684483 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2684531.250000 Penalty: 4929.024902
	Iteration 31Q: 3 clusters Score -2684531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2684558.000000 Penalty: 4929.024902
	Iteration 32Q: 3 clusters Score -2684558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2684596.750000 Penalty: 4929.024902
	Iteration 33Q: 3 clusters Score -2684597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2684622.000000 Penalty: 4929.024902
	Iteration 34Q: 3 clusters Score -2684622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2684660.750000 Penalty: 4929.024902
	Iteration 35Q: 3 clusters Score -2684661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2684690.250000 Penalty: 4929.024902
	Iteration 36Q: 3 clusters Score -2684690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2684703.750000 Penalty: 4929.024902
	Iteration 37Q: 3 clusters Score -2684704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2684721.500000 Penalty: 4929.024902
	Iteration 38Q: 3 clusters Score -2684722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2684747.500000 Penalty: 4929.024902
	Iteration 39Q: 3 clusters Score -2684748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2684767.250000 Penalty: 4929.024902
	Iteration 40F: 3 clusters Score -2684767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2684783.500000 Penalty: 4929.024902
	Iteration 41Q: 3 clusters Score -2684784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2684797.500000 Penalty: 4929.024902
	Iteration 42Q: 3 clusters Score -2684798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2684808.500000 Penalty: 4929.024902
	Iteration 43Q: 3 clusters Score -2684808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2684813.750000 Penalty: 4929.024902
	Iteration 44Q: 3 clusters Score -2684814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2684813.750000 Penalty: 4929.024902
	Iteration 45Q: 3 clusters Score -2684814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2684820.250000 Penalty: 4929.024902
	Iteration 46Q: 3 clusters Score -2684820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2684835.250000 Penalty: 4929.024902
	Iteration 47Q: 3 clusters Score -2684835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2684842.250000 Penalty: 4929.024902
	Iteration 48Q: 3 clusters Score -2684842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2684852.250000 Penalty: 4929.024902
	Iteration 49Q: 3 clusters Score -2684852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2684858.500000 Penalty: 4929.024902
	Iteration 50Q: 3 clusters Score -2684858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2684867.250000 Penalty: 4929.024902
	Iteration 51Q: 3 clusters Score -2684867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2684872.500000 Penalty: 4929.024902
	Iteration 52Q: 3 clusters Score -2684872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2684879.250000 Penalty: 4929.024902
	Iteration 53Q: 3 clusters Score -2684879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2684882.500000 Penalty: 4929.024902
	Iteration 54Q: 3 clusters Score -2684882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2684893.000000 Penalty: 4929.024902
	Iteration 55Q: 3 clusters Score -2684893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2684907.500000 Penalty: 4929.024902
	Iteration 56Q: 3 clusters Score -2684908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2684905.250000 Penalty: 4929.024902
	Iteration 57Q: 3 clusters Score -2684905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2684913.250000 Penalty: 4929.024902
	Iteration 58Q: 3 clusters Score -2684913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2684917.750000 Penalty: 4929.024902
	Iteration 59Q: 3 clusters Score -2684918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2684926.000000 Penalty: 4929.024902
	Iteration 60F: 3 clusters Score -2684926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2684927.000000 Penalty: 4929.024902
	Iteration 61Q: 3 clusters Score -2684927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2684936.500000 Penalty: 4929.024902
	Iteration 62Q: 3 clusters Score -2684936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2684931.000000 Penalty: 4929.024902
	Iteration 63Q: 3 clusters Score -2684931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2684934.750000 Penalty: 4929.024902
	Iteration 64Q: 3 clusters Score -2684935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2684936.750000 Penalty: 4929.024902
	Iteration 65Q: 3 clusters Score -2684937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2684937.000000 Penalty: 4929.024902
	Iteration 66Q: 3 clusters Score -2684937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2684937.250000 Penalty: 4929.024902
	Iteration 67Q: 3 clusters Score -2684937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2684934.750000 Penalty: 4929.024902
	Iteration 68Q: 3 clusters Score -2684935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2684935.500000 Penalty: 4929.024902
	Iteration 69Q: 3 clusters Score -2684936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2684937.000000 Penalty: 4929.024902
	Iteration 70Q: 3 clusters Score -2684937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2684938.000000 Penalty: 4929.024902
	Iteration 71Q: 3 clusters Score -2684938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2684937.250000 Penalty: 4929.024902
	Iteration 72Q: 3 clusters Score -2684937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2684935.750000 Penalty: 4929.024902
	Iteration 73Q: 3 clusters Score -2684936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2684937.500000 Penalty: 4929.024902
	Iteration 74Q: 3 clusters Score -2684938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2684939.000000 Penalty: 4929.024902
	Iteration 75Q: 3 clusters Score -2684939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2684940.750000 Penalty: 4929.024902
	Iteration 76Q: 3 clusters Score -2684941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2684942.000000 Penalty: 4929.024902
	Iteration 77Q: 3 clusters Score -2684942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2684942.000000 Penalty: 4929.024902
	Iteration 78Q: 3 clusters Score -2684942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2684941.500000 Penalty: 4929.024902
	Iteration 79Q: 3 clusters Score -2684942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2684943.500000 Penalty: 4929.024902
	Iteration 80F: 3 clusters Score -2684944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2684941.250000 Penalty: 4929.024902
	Iteration 81Q: 3 clusters Score -2684941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2684942.250000 Penalty: 4929.024902
	Iteration 82Q: 3 clusters Score -2684942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2684941.500000 Penalty: 4929.024902
	Iteration 83Q: 3 clusters Score -2684942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2684941.000000 Penalty: 4929.024902
	Iteration 84Q: 3 clusters Score -2684941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2684947.000000 Penalty: 4929.024902
	Iteration 85Q: 3 clusters Score -2684947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2684950.000000 Penalty: 4929.024902
	Iteration 86Q: 3 clusters Score -2684950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2684948.500000 Penalty: 4929.024902
	Iteration 87Q: 3 clusters Score -2684948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2684952.500000 Penalty: 4929.024902
	Iteration 88Q: 3 clusters Score -2684952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2684950.250000 Penalty: 4929.024902
	Iteration 89Q: 3 clusters Score -2684950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2684952.500000 Penalty: 4929.024902
	Iteration 90Q: 3 clusters Score -2684952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2684951.250000 Penalty: 4929.024902
	Iteration 91Q: 3 clusters Score -2684951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2684950.500000 Penalty: 4929.024902
	Iteration 92Q: 3 clusters Score -2684950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2684952.500000 Penalty: 4929.024902
	Iteration 93Q: 3 clusters Score -2684952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2684955.000000 Penalty: 4929.024902
	Iteration 94Q: 3 clusters Score -2684955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2684959.250000 Penalty: 4929.024902
	Iteration 95Q: 3 clusters Score -2684959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2684956.500000 Penalty: 4929.024902
	Iteration 96Q: 3 clusters Score -2684956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2684958.500000 Penalty: 4929.024902
	Iteration 97Q: 3 clusters Score -2684958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2684957.500000 Penalty: 4929.024902
	Iteration 98Q: 3 clusters Score -2684958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2684957.500000 Penalty: 4929.024902
	Iteration 99F: 3 clusters Score -2684958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -1350204.875000 Penalty: 2293.150879
	Iteration 0F: 2 clusters Score -1350205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1342300.875000 Penalty: 4586.301758
	Iteration 0F: 3 clusters Score -1342301 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1344512.375000 Penalty: 4586.301758
	Iteration 1F: 3 clusters Score -1344512 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1344781.875000 Penalty: 4586.301758
	Iteration 2F: 3 clusters Score -1344782 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1345015.125000 Penalty: 4586.301758
	Iteration 3Q: 3 clusters Score -1345015 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1345180.500000 Penalty: 4586.301758
	Iteration 4Q: 3 clusters Score -1345180 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1345316.000000 Penalty: 4586.301758
	Iteration 5Q: 3 clusters Score -1345316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1345455.250000 Penalty: 4586.301758
	Iteration 6Q: 3 clusters Score -1345455 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1345583.250000 Penalty: 4586.301758
	Iteration 7Q: 3 clusters Score -1345583 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1345713.625000 Penalty: 4586.301758
	Iteration 8Q: 3 clusters Score -1345714 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1345821.500000 Penalty: 4586.301758
	Iteration 9Q: 3 clusters Score -1345822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1345935.875000 Penalty: 4586.301758
	Iteration 10Q: 3 clusters Score -1345936 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1346040.250000 Penalty: 4586.301758
	Iteration 11Q: 3 clusters Score -1346040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1346144.125000 Penalty: 4586.301758
	Iteration 12Q: 3 clusters Score -1346144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1346266.625000 Penalty: 4586.301758
	Iteration 13Q: 3 clusters Score -1346267 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1346394.625000 Penalty: 4586.301758
	Iteration 14Q: 3 clusters Score -1346395 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1346547.375000 Penalty: 4586.301758
	Iteration 15Q: 3 clusters Score -1346547 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1346706.250000 Penalty: 4586.301758
	Iteration 16Q: 3 clusters Score -1346706 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1346892.375000 Penalty: 4586.301758
	Iteration 17Q: 3 clusters Score -1346892 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1347055.125000 Penalty: 4586.301758
	Iteration 18Q: 3 clusters Score -1347055 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1347211.375000 Penalty: 4586.301758
	Iteration 19Q: 3 clusters Score -1347211 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1347349.375000 Penalty: 4586.301758
	Iteration 20F: 3 clusters Score -1347349 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1347444.875000 Penalty: 4586.301758
	Iteration 21Q: 3 clusters Score -1347445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1347516.875000 Penalty: 4586.301758
	Iteration 22Q: 3 clusters Score -1347517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1347570.500000 Penalty: 4586.301758
	Iteration 23Q: 3 clusters Score -1347570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1347602.750000 Penalty: 4586.301758
	Iteration 24Q: 3 clusters Score -1347603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1347643.000000 Penalty: 4586.301758
	Iteration 25Q: 3 clusters Score -1347643 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1347673.000000 Penalty: 4586.301758
	Iteration 26Q: 3 clusters Score -1347673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1347692.250000 Penalty: 4586.301758
	Iteration 27Q: 3 clusters Score -1347692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1347706.250000 Penalty: 4586.301758
	Iteration 28Q: 3 clusters Score -1347706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1347729.000000 Penalty: 4586.301758
	Iteration 29Q: 3 clusters Score -1347729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1347739.375000 Penalty: 4586.301758
	Iteration 30Q: 3 clusters Score -1347739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1347755.500000 Penalty: 4586.301758
	Iteration 31Q: 3 clusters Score -1347756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1347766.500000 Penalty: 4586.301758
	Iteration 32Q: 3 clusters Score -1347766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1347777.250000 Penalty: 4586.301758
	Iteration 33Q: 3 clusters Score -1347777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1347790.875000 Penalty: 4586.301758
	Iteration 34Q: 3 clusters Score -1347791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1347797.750000 Penalty: 4586.301758
	Iteration 35Q: 3 clusters Score -1347798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1347806.125000 Penalty: 4586.301758
	Iteration 36Q: 3 clusters Score -1347806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1347815.875000 Penalty: 4586.301758
	Iteration 37Q: 3 clusters Score -1347816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1347824.250000 Penalty: 4586.301758
	Iteration 38Q: 3 clusters Score -1347824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1347826.875000 Penalty: 4586.301758
	Iteration 39Q: 3 clusters Score -1347827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1347829.375000 Penalty: 4586.301758
	Iteration 40F: 3 clusters Score -1347829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1347833.000000 Penalty: 4586.301758
	Iteration 41Q: 3 clusters Score -1347833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1347833.500000 Penalty: 4586.301758
	Iteration 42Q: 3 clusters Score -1347834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1347840.250000 Penalty: 4586.301758
	Iteration 43Q: 3 clusters Score -1347840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1347836.375000 Penalty: 4586.301758
	Iteration 44Q: 3 clusters Score -1347836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1347839.875000 Penalty: 4586.301758
	Iteration 45Q: 3 clusters Score -1347840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1347840.125000 Penalty: 4586.301758
	Iteration 46Q: 3 clusters Score -1347840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1347845.625000 Penalty: 4586.301758
	Iteration 47Q: 3 clusters Score -1347846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1347849.250000 Penalty: 4586.301758
	Iteration 48Q: 3 clusters Score -1347849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1347850.000000 Penalty: 4586.301758
	Iteration 49Q: 3 clusters Score -1347850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1347852.375000 Penalty: 4586.301758
	Iteration 50Q: 3 clusters Score -1347852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1347857.125000 Penalty: 4586.301758
	Iteration 51Q: 3 clusters Score -1347857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1347858.375000 Penalty: 4586.301758
	Iteration 52Q: 3 clusters Score -1347858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1347862.875000 Penalty: 4586.301758
	Iteration 53Q: 3 clusters Score -1347863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1347861.125000 Penalty: 4586.301758
	Iteration 54Q: 3 clusters Score -1347861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1347861.875000 Penalty: 4586.301758
	Iteration 55Q: 3 clusters Score -1347862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1347864.750000 Penalty: 4586.301758
	Iteration 56Q: 3 clusters Score -1347865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1347863.250000 Penalty: 4586.301758
	Iteration 57Q: 3 clusters Score -1347863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1347866.750000 Penalty: 4586.301758
	Iteration 58Q: 3 clusters Score -1347867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1347869.625000 Penalty: 4586.301758
	Iteration 59Q: 3 clusters Score -1347870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1347870.250000 Penalty: 4586.301758
	Iteration 60F: 3 clusters Score -1347870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1347872.875000 Penalty: 4586.301758
	Iteration 61Q: 3 clusters Score -1347873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1347874.625000 Penalty: 4586.301758
	Iteration 62Q: 3 clusters Score -1347875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1347877.625000 Penalty: 4586.301758
	Iteration 63Q: 3 clusters Score -1347878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1347878.125000 Penalty: 4586.301758
	Iteration 64Q: 3 clusters Score -1347878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1347880.750000 Penalty: 4586.301758
	Iteration 65Q: 3 clusters Score -1347881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1347880.500000 Penalty: 4586.301758
	Iteration 66Q: 3 clusters Score -1347880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1347882.625000 Penalty: 4586.301758
	Iteration 67Q: 3 clusters Score -1347883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1347886.750000 Penalty: 4586.301758
	Iteration 68Q: 3 clusters Score -1347887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1347887.375000 Penalty: 4586.301758
	Iteration 69Q: 3 clusters Score -1347887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1347889.500000 Penalty: 4586.301758
	Iteration 70Q: 3 clusters Score -1347890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1347888.750000 Penalty: 4586.301758
	Iteration 71Q: 3 clusters Score -1347889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1347891.250000 Penalty: 4586.301758
	Iteration 72Q: 3 clusters Score -1347891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1347890.500000 Penalty: 4586.301758
	Iteration 73Q: 3 clusters Score -1347890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1347887.750000 Penalty: 4586.301758
	Iteration 74Q: 3 clusters Score -1347888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1347891.375000 Penalty: 4586.301758
	Iteration 75Q: 3 clusters Score -1347891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1347890.000000 Penalty: 4586.301758
	Iteration 76Q: 3 clusters Score -1347890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1347888.250000 Penalty: 4586.301758
	Iteration 77Q: 3 clusters Score -1347888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1347887.625000 Penalty: 4586.301758
	Iteration 78Q: 3 clusters Score -1347888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1347890.375000 Penalty: 4586.301758
	Iteration 79Q: 3 clusters Score -1347890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1347891.875000 Penalty: 4586.301758
	Iteration 80F: 3 clusters Score -1347892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1347892.250000 Penalty: 4586.301758
	Iteration 81Q: 3 clusters Score -1347892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1347890.875000 Penalty: 4586.301758
	Iteration 82Q: 3 clusters Score -1347891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1347895.625000 Penalty: 4586.301758
	Iteration 83Q: 3 clusters Score -1347896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1347898.375000 Penalty: 4586.301758
	Iteration 84Q: 3 clusters Score -1347898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1347898.625000 Penalty: 4586.301758
	Iteration 85Q: 3 clusters Score -1347899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1347901.125000 Penalty: 4586.301758
	Iteration 86Q: 3 clusters Score -1347901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1347904.250000 Penalty: 4586.301758
	Iteration 87Q: 3 clusters Score -1347904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1347902.375000 Penalty: 4586.301758
	Iteration 88Q: 3 clusters Score -1347902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1347906.250000 Penalty: 4586.301758
	Iteration 89Q: 3 clusters Score -1347906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1347911.500000 Penalty: 4586.301758
	Iteration 90Q: 3 clusters Score -1347912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1347915.000000 Penalty: 4586.301758
	Iteration 91Q: 3 clusters Score -1347915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1347920.125000 Penalty: 4586.301758
	Iteration 92Q: 3 clusters Score -1347920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1347922.875000 Penalty: 4586.301758
	Iteration 93Q: 3 clusters Score -1347923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1347924.875000 Penalty: 4586.301758
	Iteration 94Q: 3 clusters Score -1347925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1347921.875000 Penalty: 4586.301758
	Iteration 95Q: 3 clusters Score -1347922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1347926.875000 Penalty: 4586.301758
	Iteration 96Q: 3 clusters Score -1347927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1347927.250000 Penalty: 4586.301758
	Iteration 97Q: 3 clusters Score -1347927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1347931.875000 Penalty: 4586.301758
	Iteration 98Q: 3 clusters Score -1347932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1347931.250000 Penalty: 4586.301758
	Iteration 99Q: 3 clusters Score -1347931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1347929.625000 Penalty: 4586.301758
	Iteration 100F: 3 clusters Score -1347930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1347932.250000 Penalty: 4586.301758
	Iteration 101Q: 3 clusters Score -1347932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1347933.625000 Penalty: 4586.301758
	Iteration 102Q: 3 clusters Score -1347934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1347934.375000 Penalty: 4586.301758
	Iteration 103Q: 3 clusters Score -1347934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1347935.375000 Penalty: 4586.301758
	Iteration 104Q: 3 clusters Score -1347935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1347936.000000 Penalty: 4586.301758
	Iteration 105Q: 3 clusters Score -1347936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1347937.125000 Penalty: 4586.301758
	Iteration 106Q: 3 clusters Score -1347937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1347942.875000 Penalty: 4586.301758
	Iteration 107Q: 3 clusters Score -1347943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1347946.875000 Penalty: 4586.301758
	Iteration 108Q: 3 clusters Score -1347947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1347951.625000 Penalty: 4586.301758
	Iteration 109Q: 3 clusters Score -1347952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1347960.250000 Penalty: 4586.301758
	Iteration 110Q: 3 clusters Score -1347960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1347963.250000 Penalty: 4586.301758
	Iteration 111Q: 3 clusters Score -1347963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1347969.750000 Penalty: 4586.301758
	Iteration 112Q: 3 clusters Score -1347970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1347978.750000 Penalty: 4586.301758
	Iteration 113Q: 3 clusters Score -1347979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1347987.375000 Penalty: 4586.301758
	Iteration 114Q: 3 clusters Score -1347987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1347993.250000 Penalty: 4586.301758
	Iteration 115Q: 3 clusters Score -1347993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1347995.750000 Penalty: 4586.301758
	Iteration 116Q: 3 clusters Score -1347996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1347999.750000 Penalty: 4586.301758
	Iteration 117Q: 3 clusters Score -1348000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1348003.000000 Penalty: 4586.301758
	Iteration 118Q: 3 clusters Score -1348003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1348004.500000 Penalty: 4586.301758
	Iteration 119Q: 3 clusters Score -1348004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1348006.750000 Penalty: 4586.301758
	Iteration 120F: 3 clusters Score -1348007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1348010.125000 Penalty: 4586.301758
	Iteration 121Q: 3 clusters Score -1348010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1348012.875000 Penalty: 4586.301758
	Iteration 122Q: 3 clusters Score -1348013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1348016.750000 Penalty: 4586.301758
	Iteration 123Q: 3 clusters Score -1348017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1348017.500000 Penalty: 4586.301758
	Iteration 124Q: 3 clusters Score -1348018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1348017.875000 Penalty: 4586.301758
	Iteration 125Q: 3 clusters Score -1348018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1348020.000000 Penalty: 4586.301758
	Iteration 126Q: 3 clusters Score -1348020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1348020.750000 Penalty: 4586.301758
	Iteration 127Q: 3 clusters Score -1348021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1348022.875000 Penalty: 4586.301758
	Iteration 128Q: 3 clusters Score -1348023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1348022.250000 Penalty: 4586.301758
	Iteration 129Q: 3 clusters Score -1348022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1348024.250000 Penalty: 4586.301758
	Iteration 130Q: 3 clusters Score -1348024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1348024.500000 Penalty: 4586.301758
	Iteration 131Q: 3 clusters Score -1348024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1348025.625000 Penalty: 4586.301758
	Iteration 132Q: 3 clusters Score -1348026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1348026.500000 Penalty: 4586.301758
	Iteration 133Q: 3 clusters Score -1348026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1348026.625000 Penalty: 4586.301758
	Iteration 134Q: 3 clusters Score -1348027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1348026.875000 Penalty: 4586.301758
	Iteration 135Q: 3 clusters Score -1348027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1348028.625000 Penalty: 4586.301758
	Iteration 136Q: 3 clusters Score -1348029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1348029.625000 Penalty: 4586.301758
	Iteration 137Q: 3 clusters Score -1348030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1348031.250000 Penalty: 4586.301758
	Iteration 138Q: 3 clusters Score -1348031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1348031.125000 Penalty: 4586.301758
	Iteration 139Q: 3 clusters Score -1348031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1348030.625000 Penalty: 4586.301758
	Iteration 140F: 3 clusters Score -1348031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1348033.250000 Penalty: 4586.301758
	Iteration 141Q: 3 clusters Score -1348033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1348033.875000 Penalty: 4586.301758
	Iteration 142Q: 3 clusters Score -1348034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1348034.750000 Penalty: 4586.301758
	Iteration 143Q: 3 clusters Score -1348035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1348033.250000 Penalty: 4586.301758
	Iteration 144Q: 3 clusters Score -1348033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1348034.375000 Penalty: 4586.301758
	Iteration 145Q: 3 clusters Score -1348034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1348033.875000 Penalty: 4586.301758
	Iteration 146Q: 3 clusters Score -1348034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1348036.500000 Penalty: 4586.301758
	Iteration 147Q: 3 clusters Score -1348036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1348035.750000 Penalty: 4586.301758
	Iteration 148Q: 3 clusters Score -1348036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1348035.750000 Penalty: 4586.301758
	Iteration 149F: 3 clusters Score -1348036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117427.031250 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117427 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117722.250000 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117722.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117789.585938 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -117789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117838.937500 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117862.632812 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117878.343750 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117890.679688 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117906.703125 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117916.226562 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -117916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117918.796875 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -117918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117921.117188 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -117921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117921.984375 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -117922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117922.882812 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -117922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117922.882812 Penalty: 3411.649902
	Iteration 13F: 3 clusters Score -117922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -245243.328125 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -245243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242645.937500 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -242645.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243123.562500 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -243123.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -243255.171875 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -243255.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243315.109375 Penalty: 3759.773926
	Iteration 3Q: 3 clusters Score -243315.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -243353.921875 Penalty: 3759.773926
	Iteration 4Q: 3 clusters Score -243353.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243387.078125 Penalty: 3759.773926
	Iteration 5Q: 3 clusters Score -243387.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -243412.296875 Penalty: 3759.773926
	Iteration 6Q: 3 clusters Score -243412.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -243440.296875 Penalty: 3759.773926
	Iteration 7Q: 3 clusters Score -243440.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -243463.750000 Penalty: 3759.773926
	Iteration 8Q: 3 clusters Score -243463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -243482.062500 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -243482.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -243498.218750 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -243498.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -243517.984375 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -243518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -243535.250000 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -243535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -243549.015625 Penalty: 3759.773926
	Iteration 13Q: 3 clusters Score -243549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243560.750000 Penalty: 3759.773926
	Iteration 14Q: 3 clusters Score -243560.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -243572.765625 Penalty: 3759.773926
	Iteration 15Q: 3 clusters Score -243572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243580.515625 Penalty: 3759.773926
	Iteration 16Q: 3 clusters Score -243580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243587.015625 Penalty: 3759.773926
	Iteration 17Q: 3 clusters Score -243587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243592.703125 Penalty: 3759.773926
	Iteration 18Q: 3 clusters Score -243592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -243595.765625 Penalty: 3759.773926
	Iteration 19Q: 3 clusters Score -243595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243597.453125 Penalty: 3759.773926
	Iteration 20F: 3 clusters Score -243597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -243599.968750 Penalty: 3759.773926
	Iteration 21Q: 3 clusters Score -243600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243601.140625 Penalty: 3759.773926
	Iteration 22Q: 3 clusters Score -243601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243602.562500 Penalty: 3759.773926
	Iteration 23Q: 3 clusters Score -243602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243603.921875 Penalty: 3759.773926
	Iteration 24Q: 3 clusters Score -243603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -243608.109375 Penalty: 3759.773926
	Iteration 25Q: 3 clusters Score -243608.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -243615.281250 Penalty: 3759.773926
	Iteration 26Q: 3 clusters Score -243615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243620.109375 Penalty: 3759.773926
	Iteration 27Q: 3 clusters Score -243620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243624.343750 Penalty: 3759.773926
	Iteration 28Q: 3 clusters Score -243624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243628.109375 Penalty: 3759.773926
	Iteration 29Q: 3 clusters Score -243628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -243631.921875 Penalty: 3759.773926
	Iteration 30Q: 3 clusters Score -243631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243635.593750 Penalty: 3759.773926
	Iteration 31Q: 3 clusters Score -243635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -243638.140625 Penalty: 3759.773926
	Iteration 32Q: 3 clusters Score -243638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243643.578125 Penalty: 3759.773926
	Iteration 33Q: 3 clusters Score -243643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -243647.421875 Penalty: 3759.773926
	Iteration 34Q: 3 clusters Score -243647.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243650.562500 Penalty: 3759.773926
	Iteration 35Q: 3 clusters Score -243650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243651.843750 Penalty: 3759.773926
	Iteration 36Q: 3 clusters Score -243651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243652.140625 Penalty: 3759.773926
	Iteration 37Q: 3 clusters Score -243652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243652.140625 Penalty: 3759.773926
	Iteration 38F: 3 clusters Score -243652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182642 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24093 members 
Mstep: Class 10 contains 14000 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28212 members 
Mstep: Class 18 contains 168343 members 
Mstep: Class 19 contains 211980 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064064.000000 Penalty: 81763.039062
Iteration 319Q: 25 clusters Score -1.160641e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182641 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53241 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28220 members 
Mstep: Class 18 contains 168339 members 
Mstep: Class 19 contains 212000 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064080.000000 Penalty: 81763.039062
Iteration 320F: 25 clusters Score -1.160641e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182654 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24065 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53241 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28229 members 
Mstep: Class 18 contains 168326 members 
Mstep: Class 19 contains 212020 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10370 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064208.000000 Penalty: 81763.039062
Iteration 321Q: 25 clusters Score -1.160642e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182671 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24047 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 10828 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28242 members 
Mstep: Class 18 contains 168315 members 
Mstep: Class 19 contains 212042 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064144.000000 Penalty: 81763.039062
Iteration 322Q: 25 clusters Score -1.160641e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182687 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24028 members 
Mstep: Class 10 contains 13917 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28245 members 
Mstep: Class 18 contains 168303 members 
Mstep: Class 19 contains 212055 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 323Q: 25 clusters Score -1.160642e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123454 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182696 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 24006 members 
Mstep: Class 10 contains 13903 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53240 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28253 members 
Mstep: Class 18 contains 168282 members 
Mstep: Class 19 contains 212078 members 
Mstep: Class 20 contains 39761 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064280.000000 Penalty: 81763.039062
Iteration 324Q: 25 clusters Score -1.160643e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182705 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23990 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53247 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28259 members 
Mstep: Class 18 contains 168259 members 
Mstep: Class 19 contains 212095 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064304.000000 Penalty: 81763.039062
Iteration 325Q: 25 clusters Score -1.160643e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182704 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23975 members 
Mstep: Class 10 contains 13869 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53249 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28262 members 
Mstep: Class 18 contains 168245 members 
Mstep: Class 19 contains 212112 members 
Mstep: Class 20 contains 39753 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 81763.039062
Iteration 326Q: 25 clusters Score -1.160643e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182696 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23961 members 
Mstep: Class 10 contains 13851 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53251 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28267 members 
Mstep: Class 18 contains 168229 members 
Mstep: Class 19 contains 212127 members 
Mstep: Class 20 contains 39752 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 81763.039062
Iteration 327Q: 25 clusters Score -1.160643e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182706 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23950 members 
Mstep: Class 10 contains 13825 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53251 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 168208 members 
Mstep: Class 19 contains 212142 members 
Mstep: Class 20 contains 39750 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064152.000000 Penalty: 81763.039062
Iteration 328Q: 25 clusters Score -1.160642e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182701 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23934 members 
Mstep: Class 10 contains 13811 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53248 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28286 members 
Mstep: Class 18 contains 168186 members 
Mstep: Class 19 contains 212160 members 
Mstep: Class 20 contains 39748 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10382 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064184.000000 Penalty: 81763.039062
Iteration 329Q: 25 clusters Score -1.160642e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182692 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23922 members 
Mstep: Class 10 contains 13809 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53248 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28290 members 
Mstep: Class 18 contains 168179 members 
Mstep: Class 19 contains 212168 members 
Mstep: Class 20 contains 39746 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10382 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 330Q: 25 clusters Score -1.160642e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182686 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23913 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53246 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28295 members 
Mstep: Class 18 contains 168173 members 
Mstep: Class 19 contains 212181 members 
Mstep: Class 20 contains 39745 members 
Mstep: Class 21 contains 20694 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064256.000000 Penalty: 81763.039062
Iteration 331Q: 25 clusters Score -1.160643e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123646 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182670 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23902 members 
Mstep: Class 10 contains 13793 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28303 members 
Mstep: Class 18 contains 168159 members 
Mstep: Class 19 contains 212193 members 
Mstep: Class 20 contains 39743 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 10384 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 332Q: 25 clusters Score -1.160642e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123666 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182670 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23892 members 
Mstep: Class 10 contains 13787 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28307 members 
Mstep: Class 18 contains 168147 members 
Mstep: Class 19 contains 212202 members 
Mstep: Class 20 contains 39745 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064136.000000 Penalty: 81763.039062
Iteration 333Q: 25 clusters Score -1.160641e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182662 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23881 members 
Mstep: Class 10 contains 13782 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28308 members 
Mstep: Class 18 contains 168134 members 
Mstep: Class 19 contains 212216 members 
Mstep: Class 20 contains 39743 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064072.000000 Penalty: 81763.039062
Iteration 334Q: 25 clusters Score -1.160641e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123705 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182654 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23869 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53245 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28310 members 
Mstep: Class 18 contains 168128 members 
Mstep: Class 19 contains 212231 members 
Mstep: Class 20 contains 39743 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 10381 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064104.000000 Penalty: 81763.039062
Iteration 335Q: 25 clusters Score -1.160641e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182646 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23861 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53249 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28313 members 
Mstep: Class 18 contains 168116 members 
Mstep: Class 19 contains 212239 members 
Mstep: Class 20 contains 39742 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 10382 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064096.000000 Penalty: 81763.039062
Iteration 336Q: 25 clusters Score -1.160641e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123761 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182635 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23852 members 
Mstep: Class 10 contains 13752 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53250 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28317 members 
Mstep: Class 18 contains 168097 members 
Mstep: Class 19 contains 212251 members 
Mstep: Class 20 contains 39742 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064120.000000 Penalty: 81763.039062
Iteration 337Q: 25 clusters Score -1.160641e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182631 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23842 members 
Mstep: Class 10 contains 13746 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53250 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28321 members 
Mstep: Class 18 contains 168083 members 
Mstep: Class 19 contains 212258 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 20698 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064208.000000 Penalty: 81763.039062
Iteration 338Q: 25 clusters Score -1.160642e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182601 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23832 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28324 members 
Mstep: Class 18 contains 168064 members 
Mstep: Class 19 contains 212271 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 10384 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 339Q: 25 clusters Score -1.160642e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182585 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23817 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53257 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28326 members 
Mstep: Class 18 contains 168049 members 
Mstep: Class 19 contains 212286 members 
Mstep: Class 20 contains 39731 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 81763.039062
Iteration 340F: 25 clusters Score -1.160643e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182567 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 15384 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53262 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28326 members 
Mstep: Class 18 contains 168041 members 
Mstep: Class 19 contains 212297 members 
Mstep: Class 20 contains 39730 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 10384 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064208.000000 Penalty: 81763.039062
Iteration 341Q: 25 clusters Score -1.160642e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182562 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23792 members 
Mstep: Class 10 contains 13715 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53263 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28328 members 
Mstep: Class 18 contains 168031 members 
Mstep: Class 19 contains 212301 members 
Mstep: Class 20 contains 39722 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 10385 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 342Q: 25 clusters Score -1.160642e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123961 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182542 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23784 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 15386 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53262 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28328 members 
Mstep: Class 18 contains 168020 members 
Mstep: Class 19 contains 212305 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 22 contains 10386 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 343Q: 25 clusters Score -1.160642e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 123986 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182534 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23776 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53265 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28335 members 
Mstep: Class 18 contains 168007 members 
Mstep: Class 19 contains 212302 members 
Mstep: Class 20 contains 39716 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 10387 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064112.000000 Penalty: 81763.039062
Iteration 344Q: 25 clusters Score -1.160641e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124022 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182510 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23765 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53267 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28338 members 
Mstep: Class 18 contains 167995 members 
Mstep: Class 19 contains 212306 members 
Mstep: Class 20 contains 39717 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 10389 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064152.000000 Penalty: 81763.039062
Iteration 345Q: 25 clusters Score -1.160642e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124054 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182487 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23756 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53271 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28341 members 
Mstep: Class 18 contains 167990 members 
Mstep: Class 19 contains 212309 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 10391 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064072.000000 Penalty: 81763.039062
Iteration 346Q: 25 clusters Score -1.160641e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182465 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23741 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53275 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28341 members 
Mstep: Class 18 contains 167988 members 
Mstep: Class 19 contains 212317 members 
Mstep: Class 20 contains 39712 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 10391 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 347Q: 25 clusters Score -1.160642e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182458 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23729 members 
Mstep: Class 10 contains 13701 members 
Mstep: Class 11 contains 10823 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53276 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 167978 members 
Mstep: Class 19 contains 212326 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 10390 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 348Q: 25 clusters Score -1.160642e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124136 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182444 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23718 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 167972 members 
Mstep: Class 19 contains 212331 members 
Mstep: Class 20 contains 39708 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064152.000000 Penalty: 81763.039062
Iteration 349Q: 25 clusters Score -1.160642e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 182435 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23704 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28351 members 
Mstep: Class 18 contains 167959 members 
Mstep: Class 19 contains 212339 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 10392 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064216.000000 Penalty: 81763.039062
Iteration 350Q: 25 clusters Score -1.160642e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182430 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23682 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 10828 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 167935 members 
Mstep: Class 19 contains 212360 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064088.000000 Penalty: 81763.039062
Iteration 351Q: 25 clusters Score -1.160641e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124222 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23669 members 
Mstep: Class 10 contains 13679 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53279 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28360 members 
Mstep: Class 18 contains 167932 members 
Mstep: Class 19 contains 212370 members 
Mstep: Class 20 contains 39705 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10392 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064200.000000 Penalty: 81763.039062
Iteration 352Q: 25 clusters Score -1.160642e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182391 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23649 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 11 contains 10832 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53282 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 167933 members 
Mstep: Class 19 contains 212388 members 
Mstep: Class 20 contains 39705 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064240.000000 Penalty: 81763.039062
Iteration 353Q: 25 clusters Score -1.160642e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182366 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23637 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53288 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28364 members 
Mstep: Class 18 contains 167934 members 
Mstep: Class 19 contains 212397 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 10392 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064232.000000 Penalty: 81763.039062
Iteration 354Q: 25 clusters Score -1.160642e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182362 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23621 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53289 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28367 members 
Mstep: Class 18 contains 167936 members 
Mstep: Class 19 contains 212412 members 
Mstep: Class 20 contains 39701 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064352.000000 Penalty: 81763.039062
Iteration 355Q: 25 clusters Score -1.160644e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182364 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23612 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 15380 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53289 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28370 members 
Mstep: Class 18 contains 167930 members 
Mstep: Class 19 contains 212419 members 
Mstep: Class 20 contains 39703 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064360.000000 Penalty: 81763.039062
Iteration 356Q: 25 clusters Score -1.160644e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182361 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23604 members 
Mstep: Class 10 contains 13669 members 
Mstep: Class 11 contains 10828 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53292 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28375 members 
Mstep: Class 18 contains 167924 members 
Mstep: Class 19 contains 212426 members 
Mstep: Class 20 contains 39705 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064424.000000 Penalty: 81763.039062
Iteration 357Q: 25 clusters Score -1.160644e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182365 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23597 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53293 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28377 members 
Mstep: Class 18 contains 167922 members 
Mstep: Class 19 contains 212434 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064488.000000 Penalty: 81763.039062
Iteration 358Q: 25 clusters Score -1.160645e+08 nChanged 74
Entering ConstructFrom: 
Score: -116064488.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (124269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Entering Unmasked Estep 
Score: -15900862.000000 Penalty: 2909.090576
	Iteration 0F: 2 clusters Score -1.590086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -15817840.000000 Penalty: 5818.181152
	Iteration 0F: 3 clusters Score -1.581784e+07 nChanged 59264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -15853040.000000 Penalty: 5818.181152
	Iteration 1F: 3 clusters Score -1.585304e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -15854994.000000 Penalty: 5818.181152
	Iteration 2Q: 3 clusters Score -1.585499e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -15857400.000000 Penalty: 5818.181152
	Iteration 3Q: 3 clusters Score -1.58574e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -15860138.000000 Penalty: 5818.181152
	Iteration 4Q: 3 clusters Score -1.586014e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -15863215.000000 Penalty: 5818.181152
	Iteration 5F: 3 clusters Score -1.586322e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -15866959.000000 Penalty: 5818.181152
	Iteration 6F: 3 clusters Score -1.586696e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -15871133.000000 Penalty: 5818.181152
	Iteration 7F: 3 clusters Score -1.587113e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -15875920.000000 Penalty: 5818.181152
	Iteration 8F: 3 clusters Score -1.587592e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -15879647.000000 Penalty: 5818.181152
	Iteration 9F: 3 clusters Score -1.587965e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -15881689.000000 Penalty: 5818.181152
	Iteration 10Q: 3 clusters Score -1.588169e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -15882567.000000 Penalty: 5818.181152
	Iteration 11Q: 3 clusters Score -1.588257e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -15882990.000000 Penalty: 5818.181152
	Iteration 12Q: 3 clusters Score -1.588299e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -15883296.000000 Penalty: 5818.181152
	Iteration 13Q: 3 clusters Score -1.58833e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -15883616.000000 Penalty: 5818.181152
	Iteration 14Q: 3 clusters Score -1.588362e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -15883900.000000 Penalty: 5818.181152
	Iteration 15Q: 3 clusters Score -1.58839e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -15884098.000000 Penalty: 5818.181152
	Iteration 16Q: 3 clusters Score -1.58841e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -15884457.000000 Penalty: 5818.181152
	Iteration 17Q: 3 clusters Score -1.588446e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -15884717.000000 Penalty: 5818.181152
	Iteration 18Q: 3 clusters Score -1.588472e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -15885104.000000 Penalty: 5818.181152
	Iteration 19Q: 3 clusters Score -1.58851e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -15885369.000000 Penalty: 5818.181152
	Iteration 20F: 3 clusters Score -1.588537e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -15885706.000000 Penalty: 5818.181152
	Iteration 21Q: 3 clusters Score -1.588571e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -15886151.000000 Penalty: 5818.181152
	Iteration 22Q: 3 clusters Score -1.588615e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -15886570.000000 Penalty: 5818.181152
	Iteration 23Q: 3 clusters Score -1.588657e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -15886930.000000 Penalty: 5818.181152
	Iteration 24Q: 3 clusters Score -1.588693e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -15887393.000000 Penalty: 5818.181152
	Iteration 25Q: 3 clusters Score -1.588739e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -15887907.000000 Penalty: 5818.181152
	Iteration 26Q: 3 clusters Score -1.588791e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -15888369.000000 Penalty: 5818.181152
	Iteration 27Q: 3 clusters Score -1.588837e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 99708 members 
Entering Unmasked Estep 
Score: -15888754.000000 Penalty: 5818.181152
	Iteration 28Q: 3 clusters Score -1.588875e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -15889252.000000 Penalty: 5818.181152
	Iteration 29Q: 3 clusters Score -1.588925e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -15889791.000000 Penalty: 5818.181152
	Iteration 30Q: 3 clusters Score -1.588979e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -15890396.000000 Penalty: 5818.181152
	Iteration 31Q: 3 clusters Score -1.58904e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -15890960.000000 Penalty: 5818.181152
	Iteration 32Q: 3 clusters Score -1.589096e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -15891566.000000 Penalty: 5818.181152
	Iteration 33Q: 3 clusters Score -1.589157e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -15892345.000000 Penalty: 5818.181152
	Iteration 34Q: 3 clusters Score -1.589234e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -15893064.000000 Penalty: 5818.181152
	Iteration 35Q: 3 clusters Score -1.589306e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -15893818.000000 Penalty: 5818.181152
	Iteration 36Q: 3 clusters Score -1.589382e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -15894425.000000 Penalty: 5818.181152
	Iteration 37Q: 3 clusters Score -1.589442e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 116232 members 
Entering Unmasked Estep 
Score: -15895006.000000 Penalty: 5818.181152
	Iteration 38Q: 3 clusters Score -1.589501e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -15895676.000000 Penalty: 5818.181152
	Iteration 39Q: 3 clusters Score -1.589568e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -15896148.000000 Penalty: 5818.181152
	Iteration 40F: 3 clusters Score -1.589615e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -15896578.000000 Penalty: 5818.181152
	Iteration 41Q: 3 clusters Score -1.589658e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -15896954.000000 Penalty: 5818.181152
	Iteration 42Q: 3 clusters Score -1.589695e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -15897235.000000 Penalty: 5818.181152
	Iteration 43Q: 3 clusters Score -1.589724e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 121399 members 
Entering Unmasked Estep 
Score: -15897493.000000 Penalty: 5818.181152
	Iteration 44Q: 3 clusters Score -1.589749e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -15897645.000000 Penalty: 5818.181152
	Iteration 45Q: 3 clusters Score -1.589764e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -15897811.000000 Penalty: 5818.181152
	Iteration 46Q: 3 clusters Score -1.589781e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -15897905.000000 Penalty: 5818.181152
	Iteration 47Q: 3 clusters Score -1.58979e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -15897983.000000 Penalty: 5818.181152
	Iteration 48Q: 3 clusters Score -1.589798e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 122673 members 
Entering Unmasked Estep 
Score: -15898075.000000 Penalty: 5818.181152
	Iteration 49Q: 3 clusters Score -1.589808e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -15898088.000000 Penalty: 5818.181152
	Iteration 50Q: 3 clusters Score -1.589809e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -15898137.000000 Penalty: 5818.181152
	Iteration 51Q: 3 clusters Score -1.589814e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -15898174.000000 Penalty: 5818.181152
	Iteration 52Q: 3 clusters Score -1.589817e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 123036 members 
Entering Unmasked Estep 
Score: -15898217.000000 Penalty: 5818.181152
	Iteration 53Q: 3 clusters Score -1.589822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -15898228.000000 Penalty: 5818.181152
	Iteration 54Q: 3 clusters Score -1.589823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 123149 members 
Entering Unmasked Estep 
Score: -15898254.000000 Penalty: 5818.181152
	Iteration 55Q: 3 clusters Score -1.589825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -15898290.000000 Penalty: 5818.181152
	Iteration 56Q: 3 clusters Score -1.589829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -15898301.000000 Penalty: 5818.181152
	Iteration 57Q: 3 clusters Score -1.58983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -15898312.000000 Penalty: 5818.181152
	Iteration 58Q: 3 clusters Score -1.589831e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -15898332.000000 Penalty: 5818.181152
	Iteration 59Q: 3 clusters Score -1.589833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 123283 members 
Entering Unmasked Estep 
Score: -15898338.000000 Penalty: 5818.181152
	Iteration 60F: 3 clusters Score -1.589834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 123298 members 
Entering Unmasked Estep 
Score: -15898357.000000 Penalty: 5818.181152
	Iteration 61Q: 3 clusters Score -1.589836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -15898362.000000 Penalty: 5818.181152
	Iteration 62Q: 3 clusters Score -1.589836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -15898372.000000 Penalty: 5818.181152
	Iteration 63Q: 3 clusters Score -1.589837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -15898369.000000 Penalty: 5818.181152
	Iteration 64Q: 3 clusters Score -1.589837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 123324 members 
Entering Unmasked Estep 
Score: -15898366.000000 Penalty: 5818.181152
	Iteration 65Q: 3 clusters Score -1.589837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -15898371.000000 Penalty: 5818.181152
	Iteration 66Q: 3 clusters Score -1.589837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -15898370.000000 Penalty: 5818.181152
	Iteration 67Q: 3 clusters Score -1.589837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -15898374.000000 Penalty: 5818.181152
	Iteration 68Q: 3 clusters Score -1.589837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -15898369.000000 Penalty: 5818.181152
	Iteration 69Q: 3 clusters Score -1.589837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -15898369.000000 Penalty: 5818.181152
	Iteration 70F: 3 clusters Score -1.589837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -389034.718750 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -389034.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -385746.000000 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -385746 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386386.218750 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -386386.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -386545.031250 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -386545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -386650.375000 Penalty: 3982.760254
	Iteration 3Q: 3 clusters Score -386650.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -386734.312500 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -386734.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -386807.156250 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -386807.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -386856.375000 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -386856.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -386905.718750 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -386905.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -386941.906250 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -386941.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -386974.218750 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -386974.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -387004.312500 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -387004.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -387036.968750 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -387037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -387062.406250 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -387062.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -387090.906250 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -387090.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -387113.656250 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -387113.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -387130.718750 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -387130.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -387142.562500 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -387142.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -387152.031250 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -387152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -387161.062500 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -387161.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -387168.875000 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -387168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -387172.468750 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -387172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -387176.812500 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -387176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -387184.062500 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -387184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -387189.281250 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -387189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -387194.093750 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -387194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -387198.031250 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -387198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -387200.125000 Penalty: 3982.760254
	Iteration 26Q: 3 clusters Score -387200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -387201.750000 Penalty: 3982.760254
	Iteration 27Q: 3 clusters Score -387201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -387202.812500 Penalty: 3982.760254
	Iteration 28Q: 3 clusters Score -387202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -387203.968750 Penalty: 3982.760254
	Iteration 29Q: 3 clusters Score -387204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -387207.062500 Penalty: 3982.760254
	Iteration 30Q: 3 clusters Score -387207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -387208.625000 Penalty: 3982.760254
	Iteration 31Q: 3 clusters Score -387208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -387210.062500 Penalty: 3982.760254
	Iteration 32Q: 3 clusters Score -387210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -387211.125000 Penalty: 3982.760254
	Iteration 33Q: 3 clusters Score -387211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -387212.562500 Penalty: 3982.760254
	Iteration 34Q: 3 clusters Score -387212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -387215.781250 Penalty: 3982.760254
	Iteration 35Q: 3 clusters Score -387215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -387220.312500 Penalty: 3982.760254
	Iteration 36Q: 3 clusters Score -387220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -387224.531250 Penalty: 3982.760254
	Iteration 37Q: 3 clusters Score -387224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -387231.687500 Penalty: 3982.760254
	Iteration 38Q: 3 clusters Score -387231.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -387239.500000 Penalty: 3982.760254
	Iteration 39Q: 3 clusters Score -387239.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -387247.656250 Penalty: 3982.760254
	Iteration 40F: 3 clusters Score -387247.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -387255.750000 Penalty: 3982.760254
	Iteration 41Q: 3 clusters Score -387255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387263.656250 Penalty: 3982.760254
	Iteration 42Q: 3 clusters Score -387263.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -387269.968750 Penalty: 3982.760254
	Iteration 43Q: 3 clusters Score -387270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -387273.250000 Penalty: 3982.760254
	Iteration 44Q: 3 clusters Score -387273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387274.718750 Penalty: 3982.760254
	Iteration 45Q: 3 clusters Score -387274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387278.593750 Penalty: 3982.760254
	Iteration 46Q: 3 clusters Score -387278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -387281.218750 Penalty: 3982.760254
	Iteration 47Q: 3 clusters Score -387281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387282.343750 Penalty: 3982.760254
	Iteration 48Q: 3 clusters Score -387282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -387284.625000 Penalty: 3982.760254
	Iteration 49Q: 3 clusters Score -387284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387286.156250 Penalty: 3982.760254
	Iteration 50Q: 3 clusters Score -387286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -387286.843750 Penalty: 3982.760254
	Iteration 51Q: 3 clusters Score -387286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387288.062500 Penalty: 3982.760254
	Iteration 52Q: 3 clusters Score -387288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387289.343750 Penalty: 3982.760254
	Iteration 53Q: 3 clusters Score -387289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387289.875000 Penalty: 3982.760254
	Iteration 54Q: 3 clusters Score -387289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387290.718750 Penalty: 3982.760254
	Iteration 55Q: 3 clusters Score -387290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -387290.906250 Penalty: 3982.760254
	Iteration 56Q: 3 clusters Score -387290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -387290.906250 Penalty: 3982.760254
	Iteration 57F: 3 clusters Score -387290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126805.242188 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126805.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127189.976562 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127364.757812 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127364.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127478.945312 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -127478.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127598.156250 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127598.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127700.203125 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127700.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127746.515625 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127746.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127788.320312 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127788.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127814.132812 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -127814.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127831.210938 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -127831.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127863.335938 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -127863.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127903.812500 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -127903.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127953.000000 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -127953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128027.867188 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -128027.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -128152.203125 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -128152.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128255.304688 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -128255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128304.289062 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -128304.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128333.335938 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -128333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128345.078125 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -128345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128349.296875 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -128349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128349.296875 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -128349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -292808.500000 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -292808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289873.500000 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -289873.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290453.406250 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -290453.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290688.000000 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -290688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290861.031250 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -290861 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -290988.281250 Penalty: 3867.864014
	Iteration 4F: 3 clusters Score -290988.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -291083.656250 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -291083.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -291176.281250 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -291176.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -291242.250000 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -291242.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291293.843750 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -291293.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -291340.218750 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -291340.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -291385.187500 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -291385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -291416.625000 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -291416.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -291443.218750 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -291443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -291461.968750 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -291462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -291481.968750 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -291482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -291506.062500 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -291506.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -291526.312500 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -291526.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -291542.937500 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -291542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -291551.250000 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -291551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -291561.062500 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -291561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -291569.406250 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -291569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -291578.406250 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -291578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -291586.687500 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -291586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -291593.937500 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -291593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -291597.093750 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -291597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -291600.000000 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -291600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -291603.687500 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -291603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -291606.812500 Penalty: 3867.864014
	Iteration 27Q: 3 clusters Score -291606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -291611.375000 Penalty: 3867.864014
	Iteration 28Q: 3 clusters Score -291611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -291615.000000 Penalty: 3867.864014
	Iteration 29Q: 3 clusters Score -291615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -291615.968750 Penalty: 3867.864014
	Iteration 30Q: 3 clusters Score -291616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -291617.187500 Penalty: 3867.864014
	Iteration 31Q: 3 clusters Score -291617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -291621.125000 Penalty: 3867.864014
	Iteration 32Q: 3 clusters Score -291621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -291624.906250 Penalty: 3867.864014
	Iteration 33Q: 3 clusters Score -291624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -291627.375000 Penalty: 3867.864014
	Iteration 34Q: 3 clusters Score -291627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -291628.187500 Penalty: 3867.864014
	Iteration 35Q: 3 clusters Score -291628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291628.750000 Penalty: 3867.864014
	Iteration 36Q: 3 clusters Score -291628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291628.750000 Penalty: 3867.864014
	Iteration 37F: 3 clusters Score -291628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182376 members 
Entering Unmasked Estep 
Score: -23264186.000000 Penalty: 3004.228760
	Iteration 0F: 2 clusters Score -2.326419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -23143132.000000 Penalty: 6008.457520
	Iteration 0F: 3 clusters Score -2.314313e+07 nChanged 87375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -23194634.000000 Penalty: 6008.457520
	Iteration 1F: 3 clusters Score -2.319463e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -23195434.000000 Penalty: 6008.457520
	Iteration 2Q: 3 clusters Score -2.319543e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -23196580.000000 Penalty: 6008.457520
	Iteration 3Q: 3 clusters Score -2.319658e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -23197808.000000 Penalty: 6008.457520
	Iteration 4Q: 3 clusters Score -2.319781e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -23199592.000000 Penalty: 6008.457520
	Iteration 5Q: 3 clusters Score -2.319959e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -23202062.000000 Penalty: 6008.457520
	Iteration 6Q: 3 clusters Score -2.320206e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -23205896.000000 Penalty: 6008.457520
	Iteration 7Q: 3 clusters Score -2.32059e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -23211896.000000 Penalty: 6008.457520
	Iteration 8F: 3 clusters Score -2.32119e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -23220702.000000 Penalty: 6008.457520
	Iteration 9F: 3 clusters Score -2.32207e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -23231368.000000 Penalty: 6008.457520
	Iteration 10F: 3 clusters Score -2.323137e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -23239936.000000 Penalty: 6008.457520
	Iteration 11F: 3 clusters Score -2.323994e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -23243630.000000 Penalty: 6008.457520
	Iteration 12Q: 3 clusters Score -2.324363e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -23245010.000000 Penalty: 6008.457520
	Iteration 13Q: 3 clusters Score -2.324501e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -23245996.000000 Penalty: 6008.457520
	Iteration 14Q: 3 clusters Score -2.3246e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -23246816.000000 Penalty: 6008.457520
	Iteration 15Q: 3 clusters Score -2.324682e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -23247514.000000 Penalty: 6008.457520
	Iteration 16Q: 3 clusters Score -2.324751e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -23248148.000000 Penalty: 6008.457520
	Iteration 17Q: 3 clusters Score -2.324815e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -23248738.000000 Penalty: 6008.457520
	Iteration 18Q: 3 clusters Score -2.324874e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -23249300.000000 Penalty: 6008.457520
	Iteration 19Q: 3 clusters Score -2.32493e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -23249658.000000 Penalty: 6008.457520
	Iteration 20F: 3 clusters Score -2.324966e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -23250060.000000 Penalty: 6008.457520
	Iteration 21Q: 3 clusters Score -2.325006e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -23250380.000000 Penalty: 6008.457520
	Iteration 22Q: 3 clusters Score -2.325038e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 116984 members 
Entering Unmasked Estep 
Score: -23250814.000000 Penalty: 6008.457520
	Iteration 23Q: 3 clusters Score -2.325081e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -23251170.000000 Penalty: 6008.457520
	Iteration 24Q: 3 clusters Score -2.325117e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -23251466.000000 Penalty: 6008.457520
	Iteration 25Q: 3 clusters Score -2.325147e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -23251862.000000 Penalty: 6008.457520
	Iteration 26Q: 3 clusters Score -2.325186e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 122663 members 
Entering Unmasked Estep 
Score: -23252264.000000 Penalty: 6008.457520
	Iteration 27Q: 3 clusters Score -2.325226e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -23252662.000000 Penalty: 6008.457520
	Iteration 28Q: 3 clusters Score -2.325266e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -23253062.000000 Penalty: 6008.457520
	Iteration 29Q: 3 clusters Score -2.325306e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -23253448.000000 Penalty: 6008.457520
	Iteration 30Q: 3 clusters Score -2.325345e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 128127 members 
Entering Unmasked Estep 
Score: -23253720.000000 Penalty: 6008.457520
	Iteration 31Q: 3 clusters Score -2.325372e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -23254060.000000 Penalty: 6008.457520
	Iteration 32Q: 3 clusters Score -2.325406e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 130761 members 
Entering Unmasked Estep 
Score: -23254376.000000 Penalty: 6008.457520
	Iteration 33Q: 3 clusters Score -2.325438e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -23254780.000000 Penalty: 6008.457520
	Iteration 34Q: 3 clusters Score -2.325478e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -23254988.000000 Penalty: 6008.457520
	Iteration 35Q: 3 clusters Score -2.325499e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 134919 members 
Entering Unmasked Estep 
Score: -23255374.000000 Penalty: 6008.457520
	Iteration 36Q: 3 clusters Score -2.325537e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 136347 members 
Entering Unmasked Estep 
Score: -23255720.000000 Penalty: 6008.457520
	Iteration 37Q: 3 clusters Score -2.325572e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -23256220.000000 Penalty: 6008.457520
	Iteration 38Q: 3 clusters Score -2.325622e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -23256646.000000 Penalty: 6008.457520
	Iteration 39Q: 3 clusters Score -2.325665e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -23256968.000000 Penalty: 6008.457520
	Iteration 40F: 3 clusters Score -2.325697e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 141964 members 
Entering Unmasked Estep 
Score: -23257278.000000 Penalty: 6008.457520
	Iteration 41Q: 3 clusters Score -2.325728e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -23257664.000000 Penalty: 6008.457520
	Iteration 42Q: 3 clusters Score -2.325766e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -23258006.000000 Penalty: 6008.457520
	Iteration 43Q: 3 clusters Score -2.325801e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 145875 members 
Entering Unmasked Estep 
Score: -23258472.000000 Penalty: 6008.457520
	Iteration 44Q: 3 clusters Score -2.325847e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 147162 members 
Entering Unmasked Estep 
Score: -23258730.000000 Penalty: 6008.457520
	Iteration 45Q: 3 clusters Score -2.325873e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -23259060.000000 Penalty: 6008.457520
	Iteration 46Q: 3 clusters Score -2.325906e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -23259458.000000 Penalty: 6008.457520
	Iteration 47Q: 3 clusters Score -2.325946e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -23259636.000000 Penalty: 6008.457520
	Iteration 48Q: 3 clusters Score -2.325964e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -23259862.000000 Penalty: 6008.457520
	Iteration 49Q: 3 clusters Score -2.325986e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -23260090.000000 Penalty: 6008.457520
	Iteration 50Q: 3 clusters Score -2.326009e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -23260284.000000 Penalty: 6008.457520
	Iteration 51Q: 3 clusters Score -2.326028e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -23260538.000000 Penalty: 6008.457520
	Iteration 52Q: 3 clusters Score -2.326054e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -23260748.000000 Penalty: 6008.457520
	Iteration 53Q: 3 clusters Score -2.326075e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 157369 members 
Entering Unmasked Estep 
Score: -23260996.000000 Penalty: 6008.457520
	Iteration 54Q: 3 clusters Score -2.3261e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -23261164.000000 Penalty: 6008.457520
	Iteration 55Q: 3 clusters Score -2.326116e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 159503 members 
Entering Unmasked Estep 
Score: -23261390.000000 Penalty: 6008.457520
	Iteration 56Q: 3 clusters Score -2.326139e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 160557 members 
Entering Unmasked Estep 
Score: -23261656.000000 Penalty: 6008.457520
	Iteration 57Q: 3 clusters Score -2.326166e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -23261756.000000 Penalty: 6008.457520
	Iteration 58Q: 3 clusters Score -2.326176e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -23261766.000000 Penalty: 6008.457520
	Iteration 59Q: 3 clusters Score -2.326177e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 163475 members 
Entering Unmasked Estep 
Score: -23261906.000000 Penalty: 6008.457520
	Iteration 60F: 3 clusters Score -2.326191e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -23262088.000000 Penalty: 6008.457520
	Iteration 61Q: 3 clusters Score -2.326209e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -23262058.000000 Penalty: 6008.457520
	Iteration 62Q: 3 clusters Score -2.326206e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -23262104.000000 Penalty: 6008.457520
	Iteration 63Q: 3 clusters Score -2.32621e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -23262256.000000 Penalty: 6008.457520
	Iteration 64Q: 3 clusters Score -2.326226e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -23262304.000000 Penalty: 6008.457520
	Iteration 65Q: 3 clusters Score -2.32623e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -23262374.000000 Penalty: 6008.457520
	Iteration 66Q: 3 clusters Score -2.326237e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -23262278.000000 Penalty: 6008.457520
	Iteration 67Q: 3 clusters Score -2.326228e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 169246 members 
Entering Unmasked Estep 
Score: -23262286.000000 Penalty: 6008.457520
	Iteration 68Q: 3 clusters Score -2.326229e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 169789 members 
Entering Unmasked Estep 
Score: -23262338.000000 Penalty: 6008.457520
	Iteration 69Q: 3 clusters Score -2.326234e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 170313 members 
Entering Unmasked Estep 
Score: -23262300.000000 Penalty: 6008.457520
	Iteration 70Q: 3 clusters Score -2.32623e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 170802 members 
Entering Unmasked Estep 
Score: -23262276.000000 Penalty: 6008.457520
	Iteration 71Q: 3 clusters Score -2.326228e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -23262326.000000 Penalty: 6008.457520
	Iteration 72Q: 3 clusters Score -2.326233e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -23262312.000000 Penalty: 6008.457520
	Iteration 73Q: 3 clusters Score -2.326231e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -23262330.000000 Penalty: 6008.457520
	Iteration 74Q: 3 clusters Score -2.326233e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 172514 members 
Entering Unmasked Estep 
Score: -23262342.000000 Penalty: 6008.457520
	Iteration 75Q: 3 clusters Score -2.326234e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -23262348.000000 Penalty: 6008.457520
	Iteration 76Q: 3 clusters Score -2.326235e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -23262356.000000 Penalty: 6008.457520
	Iteration 77Q: 3 clusters Score -2.326236e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 173569 members 
Entering Unmasked Estep 
Score: -23262308.000000 Penalty: 6008.457520
	Iteration 78Q: 3 clusters Score -2.326231e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -23262296.000000 Penalty: 6008.457520
	Iteration 79Q: 3 clusters Score -2.32623e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -23262334.000000 Penalty: 6008.457520
	Iteration 80F: 3 clusters Score -2.326233e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 174435 members 
Entering Unmasked Estep 
Score: -23262374.000000 Penalty: 6008.457520
	Iteration 81Q: 3 clusters Score -2.326237e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 174675 members 
Entering Unmasked Estep 
Score: -23262424.000000 Penalty: 6008.457520
	Iteration 82Q: 3 clusters Score -2.326242e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 174926 members 
Entering Unmasked Estep 
Score: -23262424.000000 Penalty: 6008.457520
	Iteration 83Q: 3 clusters Score -2.326242e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 175189 members 
Entering Unmasked Estep 
Score: -23262404.000000 Penalty: 6008.457520
	Iteration 84Q: 3 clusters Score -2.32624e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -23262380.000000 Penalty: 6008.457520
	Iteration 85Q: 3 clusters Score -2.326238e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 175623 members 
Entering Unmasked Estep 
Score: -23262366.000000 Penalty: 6008.457520
	Iteration 86Q: 3 clusters Score -2.326237e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 175822 members 
Entering Unmasked Estep 
Score: -23262378.000000 Penalty: 6008.457520
	Iteration 87Q: 3 clusters Score -2.326238e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -23262362.000000 Penalty: 6008.457520
	Iteration 88Q: 3 clusters Score -2.326236e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -23262378.000000 Penalty: 6008.457520
	Iteration 89Q: 3 clusters Score -2.326238e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 176297 members 
Entering Unmasked Estep 
Score: -23262366.000000 Penalty: 6008.457520
	Iteration 90Q: 3 clusters Score -2.326237e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -23262356.000000 Penalty: 6008.457520
	Iteration 91Q: 3 clusters Score -2.326236e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -23262342.000000 Penalty: 6008.457520
	Iteration 92Q: 3 clusters Score -2.326234e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 176647 members 
Entering Unmasked Estep 
Score: -23262320.000000 Penalty: 6008.457520
	Iteration 93Q: 3 clusters Score -2.326232e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 176760 members 
Entering Unmasked Estep 
Score: -23262288.000000 Penalty: 6008.457520
	Iteration 94Q: 3 clusters Score -2.326229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 176840 members 
Entering Unmasked Estep 
Score: -23262288.000000 Penalty: 6008.457520
	Iteration 95Q: 3 clusters Score -2.326229e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -23262272.000000 Penalty: 6008.457520
	Iteration 96Q: 3 clusters Score -2.326227e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 177011 members 
Entering Unmasked Estep 
Score: -23262292.000000 Penalty: 6008.457520
	Iteration 97Q: 3 clusters Score -2.326229e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 177106 members 
Entering Unmasked Estep 
Score: -23262264.000000 Penalty: 6008.457520
	Iteration 98Q: 3 clusters Score -2.326226e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 177192 members 
Entering Unmasked Estep 
Score: -23262262.000000 Penalty: 6008.457520
	Iteration 99Q: 3 clusters Score -2.326226e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -23262280.000000 Penalty: 6008.457520
	Iteration 100F: 3 clusters Score -2.326228e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 177352 members 
Entering Unmasked Estep 
Score: -23262268.000000 Penalty: 6008.457520
	Iteration 101Q: 3 clusters Score -2.326227e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 177411 members 
Entering Unmasked Estep 
Score: -23262262.000000 Penalty: 6008.457520
	Iteration 102Q: 3 clusters Score -2.326226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -23262248.000000 Penalty: 6008.457520
	Iteration 103Q: 3 clusters Score -2.326225e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 177519 members 
Entering Unmasked Estep 
Score: -23262280.000000 Penalty: 6008.457520
	Iteration 104Q: 3 clusters Score -2.326228e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 177580 members 
Entering Unmasked Estep 
Score: -23262278.000000 Penalty: 6008.457520
	Iteration 105Q: 3 clusters Score -2.326228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -23262242.000000 Penalty: 6008.457520
	Iteration 106Q: 3 clusters Score -2.326224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -23262222.000000 Penalty: 6008.457520
	Iteration 107Q: 3 clusters Score -2.326222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -23262254.000000 Penalty: 6008.457520
	Iteration 108Q: 3 clusters Score -2.326225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -23262256.000000 Penalty: 6008.457520
	Iteration 109Q: 3 clusters Score -2.326226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -23262258.000000 Penalty: 6008.457520
	Iteration 110Q: 3 clusters Score -2.326226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 6008.457520
	Iteration 111Q: 3 clusters Score -2.326227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 6008.457520
	Iteration 112Q: 3 clusters Score -2.326227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 177891 members 
Entering Unmasked Estep 
Score: -23262272.000000 Penalty: 6008.457520
	Iteration 113Q: 3 clusters Score -2.326227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 177925 members 
Entering Unmasked Estep 
Score: -23262242.000000 Penalty: 6008.457520
	Iteration 114Q: 3 clusters Score -2.326224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -23262260.000000 Penalty: 6008.457520
	Iteration 115Q: 3 clusters Score -2.326226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 6008.457520
	Iteration 116Q: 3 clusters Score -2.326227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -23262296.000000 Penalty: 6008.457520
	Iteration 117Q: 3 clusters Score -2.32623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -23262290.000000 Penalty: 6008.457520
	Iteration 118Q: 3 clusters Score -2.326229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 178148 members 
Entering Unmasked Estep 
Score: -23262302.000000 Penalty: 6008.457520
	Iteration 119Q: 3 clusters Score -2.32623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 178186 members 
Entering Unmasked Estep 
Score: -23262320.000000 Penalty: 6008.457520
	Iteration 120F: 3 clusters Score -2.326232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 178222 members 
Entering Unmasked Estep 
Score: -23262336.000000 Penalty: 6008.457520
	Iteration 121Q: 3 clusters Score -2.326234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 178249 members 
Entering Unmasked Estep 
Score: -23262318.000000 Penalty: 6008.457520
	Iteration 122Q: 3 clusters Score -2.326232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 178280 members 
Entering Unmasked Estep 
Score: -23262300.000000 Penalty: 6008.457520
	Iteration 123Q: 3 clusters Score -2.32623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 178311 members 
Entering Unmasked Estep 
Score: -23262304.000000 Penalty: 6008.457520
	Iteration 124Q: 3 clusters Score -2.32623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -23262286.000000 Penalty: 6008.457520
	Iteration 125Q: 3 clusters Score -2.326229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -23262274.000000 Penalty: 6008.457520
	Iteration 126Q: 3 clusters Score -2.326227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -23262272.000000 Penalty: 6008.457520
	Iteration 127Q: 3 clusters Score -2.326227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 178460 members 
Entering Unmasked Estep 
Score: -23262264.000000 Penalty: 6008.457520
	Iteration 128Q: 3 clusters Score -2.326226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 178492 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 6008.457520
	Iteration 129Q: 3 clusters Score -2.326227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -23262266.000000 Penalty: 6008.457520
	Iteration 130Q: 3 clusters Score -2.326227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 178552 members 
Entering Unmasked Estep 
Score: -23262284.000000 Penalty: 6008.457520
	Iteration 131Q: 3 clusters Score -2.326228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -23262274.000000 Penalty: 6008.457520
	Iteration 132Q: 3 clusters Score -2.326227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -23262264.000000 Penalty: 6008.457520
	Iteration 133Q: 3 clusters Score -2.326226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 178647 members 
Entering Unmasked Estep 
Score: -23262264.000000 Penalty: 6008.457520
	Iteration 134Q: 3 clusters Score -2.326226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 178680 members 
Entering Unmasked Estep 
Score: -23262266.000000 Penalty: 6008.457520
	Iteration 135Q: 3 clusters Score -2.326227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -23262236.000000 Penalty: 6008.457520
	Iteration 136Q: 3 clusters Score -2.326224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -23262248.000000 Penalty: 6008.457520
	Iteration 137Q: 3 clusters Score -2.326225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 6008.457520
	Iteration 138Q: 3 clusters Score -2.326227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 178799 members 
Entering Unmasked Estep 
Score: -23262240.000000 Penalty: 6008.457520
	Iteration 139Q: 3 clusters Score -2.326224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 178827 members 
Entering Unmasked Estep 
Score: -23262218.000000 Penalty: 6008.457520
	Iteration 140F: 3 clusters Score -2.326222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 178857 members 
Entering Unmasked Estep 
Score: -23262242.000000 Penalty: 6008.457520
	Iteration 141Q: 3 clusters Score -2.326224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -23262238.000000 Penalty: 6008.457520
	Iteration 142Q: 3 clusters Score -2.326224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -23262258.000000 Penalty: 6008.457520
	Iteration 143Q: 3 clusters Score -2.326226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 178945 members 
Entering Unmasked Estep 
Score: -23262268.000000 Penalty: 6008.457520
	Iteration 144Q: 3 clusters Score -2.326227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -23262288.000000 Penalty: 6008.457520
	Iteration 145Q: 3 clusters Score -2.326229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -23262288.000000 Penalty: 6008.457520
	Iteration 146Q: 3 clusters Score -2.326229e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -23262296.000000 Penalty: 6008.457520
	Iteration 147Q: 3 clusters Score -2.32623e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -23262322.000000 Penalty: 6008.457520
	Iteration 148Q: 3 clusters Score -2.326232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 179167 members 
Entering Unmasked Estep 
Score: -23262318.000000 Penalty: 6008.457520
	Iteration 149Q: 3 clusters Score -2.326232e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 179217 members 
Entering Unmasked Estep 
Score: -23262330.000000 Penalty: 6008.457520
	Iteration 150Q: 3 clusters Score -2.326233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 179246 members 
Entering Unmasked Estep 
Score: -23262336.000000 Penalty: 6008.457520
	Iteration 151Q: 3 clusters Score -2.326234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 179269 members 
Entering Unmasked Estep 
Score: -23262298.000000 Penalty: 6008.457520
	Iteration 152Q: 3 clusters Score -2.32623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 179289 members 
Entering Unmasked Estep 
Score: -23262328.000000 Penalty: 6008.457520
	Iteration 153Q: 3 clusters Score -2.326233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -23262312.000000 Penalty: 6008.457520
	Iteration 154Q: 3 clusters Score -2.326231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 179311 members 
Entering Unmasked Estep 
Score: -23262324.000000 Penalty: 6008.457520
	Iteration 155Q: 3 clusters Score -2.326232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 179319 members 
Entering Unmasked Estep 
Score: -23262330.000000 Penalty: 6008.457520
	Iteration 156Q: 3 clusters Score -2.326233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 179326 members 
Entering Unmasked Estep 
Score: -23262322.000000 Penalty: 6008.457520
	Iteration 157Q: 3 clusters Score -2.326232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -23262316.000000 Penalty: 6008.457520
	Iteration 158Q: 3 clusters Score -2.326232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 179343 members 
Entering Unmasked Estep 
Score: -23262330.000000 Penalty: 6008.457520
	Iteration 159Q: 3 clusters Score -2.326233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 179357 members 
Entering Unmasked Estep 
Score: -23262308.000000 Penalty: 6008.457520
	Iteration 160F: 3 clusters Score -2.326231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 179373 members 
Entering Unmasked Estep 
Score: -23262324.000000 Penalty: 6008.457520
	Iteration 161Q: 3 clusters Score -2.326232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -23262302.000000 Penalty: 6008.457520
	Iteration 162Q: 3 clusters Score -2.32623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 179405 members 
Entering Unmasked Estep 
Score: -23262304.000000 Penalty: 6008.457520
	Iteration 163Q: 3 clusters Score -2.32623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -23262296.000000 Penalty: 6008.457520
	Iteration 164Q: 3 clusters Score -2.32623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 179427 members 
Entering Unmasked Estep 
Score: -23262304.000000 Penalty: 6008.457520
	Iteration 165Q: 3 clusters Score -2.32623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -23262292.000000 Penalty: 6008.457520
	Iteration 166Q: 3 clusters Score -2.326229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 179444 members 
Entering Unmasked Estep 
Score: -23262300.000000 Penalty: 6008.457520
	Iteration 167Q: 3 clusters Score -2.32623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 179449 members 
Entering Unmasked Estep 
Score: -23262296.000000 Penalty: 6008.457520
	Iteration 168Q: 3 clusters Score -2.32623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -23262288.000000 Penalty: 6008.457520
	Iteration 169Q: 3 clusters Score -2.326229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 179457 members 
Entering Unmasked Estep 
Score: -23262308.000000 Penalty: 6008.457520
	Iteration 170Q: 3 clusters Score -2.326231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 179464 members 
Entering Unmasked Estep 
Score: -23262310.000000 Penalty: 6008.457520
	Iteration 171Q: 3 clusters Score -2.326231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 179470 members 
Entering Unmasked Estep 
Score: -23262316.000000 Penalty: 6008.457520
	Iteration 172Q: 3 clusters Score -2.326232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 179476 members 
Entering Unmasked Estep 
Score: -23262314.000000 Penalty: 6008.457520
	Iteration 173Q: 3 clusters Score -2.326231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 179481 members 
Entering Unmasked Estep 
Score: -23262316.000000 Penalty: 6008.457520
	Iteration 174Q: 3 clusters Score -2.326232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -23262316.000000 Penalty: 6008.457520
	Iteration 175Q: 3 clusters Score -2.326232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -23262314.000000 Penalty: 6008.457520
	Iteration 176Q: 3 clusters Score -2.326231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 179516 members 
Entering Unmasked Estep 
Score: -23262314.000000 Penalty: 6008.457520
	Iteration 177Q: 3 clusters Score -2.326231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -23262352.000000 Penalty: 6008.457520
	Iteration 178Q: 3 clusters Score -2.326235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -23262378.000000 Penalty: 6008.457520
	Iteration 179Q: 3 clusters Score -2.326238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 179548 members 
Entering Unmasked Estep 
Score: -23262378.000000 Penalty: 6008.457520
	Iteration 180F: 3 clusters Score -2.326238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 179553 members 
Entering Unmasked Estep 
Score: -23262380.000000 Penalty: 6008.457520
	Iteration 181Q: 3 clusters Score -2.326238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 179559 members 
Entering Unmasked Estep 
Score: -23262372.000000 Penalty: 6008.457520
	Iteration 182Q: 3 clusters Score -2.326237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 179562 members 
Entering Unmasked Estep 
Score: -23262360.000000 Penalty: 6008.457520
	Iteration 183Q: 3 clusters Score -2.326236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 179565 members 
Entering Unmasked Estep 
Score: -23262372.000000 Penalty: 6008.457520
	Iteration 184Q: 3 clusters Score -2.326237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -23262384.000000 Penalty: 6008.457520
	Iteration 185Q: 3 clusters Score -2.326238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 179574 members 
Entering Unmasked Estep 
Score: -23262396.000000 Penalty: 6008.457520
	Iteration 186Q: 3 clusters Score -2.32624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 179581 members 
Entering Unmasked Estep 
Score: -23262394.000000 Penalty: 6008.457520
	Iteration 187Q: 3 clusters Score -2.326239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -23262402.000000 Penalty: 6008.457520
	Iteration 188Q: 3 clusters Score -2.32624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -23262404.000000 Penalty: 6008.457520
	Iteration 189Q: 3 clusters Score -2.32624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 179610 members 
Entering Unmasked Estep 
Score: -23262394.000000 Penalty: 6008.457520
	Iteration 190Q: 3 clusters Score -2.326239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 179625 members 
Entering Unmasked Estep 
Score: -23262396.000000 Penalty: 6008.457520
	Iteration 191Q: 3 clusters Score -2.32624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -23262390.000000 Penalty: 6008.457520
	Iteration 192Q: 3 clusters Score -2.326239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 179658 members 
Entering Unmasked Estep 
Score: -23262382.000000 Penalty: 6008.457520
	Iteration 193Q: 3 clusters Score -2.326238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 179673 members 
Entering Unmasked Estep 
Score: -23262388.000000 Penalty: 6008.457520
	Iteration 194Q: 3 clusters Score -2.326239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 179690 members 
Entering Unmasked Estep 
Score: -23262398.000000 Penalty: 6008.457520
	Iteration 195Q: 3 clusters Score -2.32624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -23262382.000000 Penalty: 6008.457520
	Iteration 196Q: 3 clusters Score -2.326238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -23262386.000000 Penalty: 6008.457520
	Iteration 197Q: 3 clusters Score -2.326239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -23262390.000000 Penalty: 6008.457520
	Iteration 198Q: 3 clusters Score -2.326239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -23262374.000000 Penalty: 6008.457520
	Iteration 199Q: 3 clusters Score -2.326237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -23262362.000000 Penalty: 6008.457520
	Iteration 200F: 3 clusters Score -2.326236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 179786 members 
Entering Unmasked Estep 
Score: -23262354.000000 Penalty: 6008.457520
	Iteration 201Q: 3 clusters Score -2.326235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -23262356.000000 Penalty: 6008.457520
	Iteration 202Q: 3 clusters Score -2.326236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -23262362.000000 Penalty: 6008.457520
	Iteration 203Q: 3 clusters Score -2.326236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -23262370.000000 Penalty: 6008.457520
	Iteration 204Q: 3 clusters Score -2.326237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -23262380.000000 Penalty: 6008.457520
	Iteration 205Q: 3 clusters Score -2.326238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -23262364.000000 Penalty: 6008.457520
	Iteration 206Q: 3 clusters Score -2.326236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -23262380.000000 Penalty: 6008.457520
	Iteration 207Q: 3 clusters Score -2.326238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -23262362.000000 Penalty: 6008.457520
	Iteration 208Q: 3 clusters Score -2.326236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 179840 members 
Entering Unmasked Estep 
Score: -23262360.000000 Penalty: 6008.457520
	Iteration 209Q: 3 clusters Score -2.326236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -23262360.000000 Penalty: 6008.457520
	Iteration 210Q: 3 clusters Score -2.326236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -23262366.000000 Penalty: 6008.457520
	Iteration 211Q: 3 clusters Score -2.326237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 179847 members 
Entering Unmasked Estep 
Score: -23262368.000000 Penalty: 6008.457520
	Iteration 212Q: 3 clusters Score -2.326237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -23262356.000000 Penalty: 6008.457520
	Iteration 213Q: 3 clusters Score -2.326236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -23262376.000000 Penalty: 6008.457520
	Iteration 214Q: 3 clusters Score -2.326238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -23262372.000000 Penalty: 6008.457520
	Iteration 215Q: 3 clusters Score -2.326237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23262364.000000 Penalty: 6008.457520
	Iteration 216Q: 3 clusters Score -2.326236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -23262352.000000 Penalty: 6008.457520
	Iteration 217Q: 3 clusters Score -2.326235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 179898 members 
Entering Unmasked Estep 
Score: -23262346.000000 Penalty: 6008.457520
	Iteration 218Q: 3 clusters Score -2.326235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 179904 members 
Entering Unmasked Estep 
Score: -23262354.000000 Penalty: 6008.457520
	Iteration 219Q: 3 clusters Score -2.326235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 179909 members 
Entering Unmasked Estep 
Score: -23262344.000000 Penalty: 6008.457520
	Iteration 220F: 3 clusters Score -2.326234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 179910 members 
Entering Unmasked Estep 
Score: -23262348.000000 Penalty: 6008.457520
	Iteration 221Q: 3 clusters Score -2.326235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -23262350.000000 Penalty: 6008.457520
	Iteration 222Q: 3 clusters Score -2.326235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -23262342.000000 Penalty: 6008.457520
	Iteration 223Q: 3 clusters Score -2.326234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 179913 members 
Entering Unmasked Estep 
Score: -23262340.000000 Penalty: 6008.457520
	Iteration 224Q: 3 clusters Score -2.326234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -23262344.000000 Penalty: 6008.457520
	Iteration 225Q: 3 clusters Score -2.326234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -23262344.000000 Penalty: 6008.457520
	Iteration 226F: 3 clusters Score -2.326234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -435841.437500 Penalty: 2029.135986
	Iteration 0F: 2 clusters Score -435841.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -432279.031250 Penalty: 4058.271973
	Iteration 0F: 3 clusters Score -432279 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -433025.875000 Penalty: 4058.271973
	Iteration 1F: 3 clusters Score -433025.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -433168.000000 Penalty: 4058.271973
	Iteration 2F: 3 clusters Score -433168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -433249.906250 Penalty: 4058.271973
	Iteration 3Q: 3 clusters Score -433249.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -433312.718750 Penalty: 4058.271973
	Iteration 4Q: 3 clusters Score -433312.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -433357.093750 Penalty: 4058.271973
	Iteration 5Q: 3 clusters Score -433357.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -433394.375000 Penalty: 4058.271973
	Iteration 6Q: 3 clusters Score -433394.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -433423.500000 Penalty: 4058.271973
	Iteration 7Q: 3 clusters Score -433423.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -433446.968750 Penalty: 4058.271973
	Iteration 8Q: 3 clusters Score -433447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -433461.468750 Penalty: 4058.271973
	Iteration 9Q: 3 clusters Score -433461.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -433475.531250 Penalty: 4058.271973
	Iteration 10Q: 3 clusters Score -433475.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -433493.718750 Penalty: 4058.271973
	Iteration 11Q: 3 clusters Score -433493.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -433513.500000 Penalty: 4058.271973
	Iteration 12Q: 3 clusters Score -433513.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -433535.593750 Penalty: 4058.271973
	Iteration 13Q: 3 clusters Score -433535.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -433558.375000 Penalty: 4058.271973
	Iteration 14Q: 3 clusters Score -433558.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -433579.343750 Penalty: 4058.271973
	Iteration 15Q: 3 clusters Score -433579.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -433594.718750 Penalty: 4058.271973
	Iteration 16Q: 3 clusters Score -433594.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -433616.531250 Penalty: 4058.271973
	Iteration 17Q: 3 clusters Score -433616.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -433636.468750 Penalty: 4058.271973
	Iteration 18Q: 3 clusters Score -433636.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -433666.750000 Penalty: 4058.271973
	Iteration 19Q: 3 clusters Score -433666.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -433699.750000 Penalty: 4058.271973
	Iteration 20F: 3 clusters Score -433699.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -433733.093750 Penalty: 4058.271973
	Iteration 21Q: 3 clusters Score -433733.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -433758.625000 Penalty: 4058.271973
	Iteration 22Q: 3 clusters Score -433758.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -433780.562500 Penalty: 4058.271973
	Iteration 23Q: 3 clusters Score -433780.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -433807.718750 Penalty: 4058.271973
	Iteration 24Q: 3 clusters Score -433807.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -433837.937500 Penalty: 4058.271973
	Iteration 25Q: 3 clusters Score -433837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -433862.843750 Penalty: 4058.271973
	Iteration 26Q: 3 clusters Score -433862.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -433887.156250 Penalty: 4058.271973
	Iteration 27Q: 3 clusters Score -433887.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -433912.281250 Penalty: 4058.271973
	Iteration 28Q: 3 clusters Score -433912.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -433940.031250 Penalty: 4058.271973
	Iteration 29Q: 3 clusters Score -433940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -433974.343750 Penalty: 4058.271973
	Iteration 30Q: 3 clusters Score -433974.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -433999.687500 Penalty: 4058.271973
	Iteration 31Q: 3 clusters Score -433999.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -434032.562500 Penalty: 4058.271973
	Iteration 32Q: 3 clusters Score -434032.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -434063.562500 Penalty: 4058.271973
	Iteration 33Q: 3 clusters Score -434063.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -434102.937500 Penalty: 4058.271973
	Iteration 34Q: 3 clusters Score -434102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -434128.312500 Penalty: 4058.271973
	Iteration 35Q: 3 clusters Score -434128.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -434151.125000 Penalty: 4058.271973
	Iteration 36Q: 3 clusters Score -434151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -434168.593750 Penalty: 4058.271973
	Iteration 37Q: 3 clusters Score -434168.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -434181.312500 Penalty: 4058.271973
	Iteration 38Q: 3 clusters Score -434181.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -434193.343750 Penalty: 4058.271973
	Iteration 39Q: 3 clusters Score -434193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -434203.406250 Penalty: 4058.271973
	Iteration 40F: 3 clusters Score -434203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -434210.781250 Penalty: 4058.271973
	Iteration 41Q: 3 clusters Score -434210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -434216.500000 Penalty: 4058.271973
	Iteration 42Q: 3 clusters Score -434216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -434225.750000 Penalty: 4058.271973
	Iteration 43Q: 3 clusters Score -434225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -434230.968750 Penalty: 4058.271973
	Iteration 44Q: 3 clusters Score -434231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -434241.500000 Penalty: 4058.271973
	Iteration 45Q: 3 clusters Score -434241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -434249.187500 Penalty: 4058.271973
	Iteration 46Q: 3 clusters Score -434249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -434254.156250 Penalty: 4058.271973
	Iteration 47Q: 3 clusters Score -434254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -434258.906250 Penalty: 4058.271973
	Iteration 48Q: 3 clusters Score -434258.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -434266.843750 Penalty: 4058.271973
	Iteration 49Q: 3 clusters Score -434266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -434269.187500 Penalty: 4058.271973
	Iteration 50Q: 3 clusters Score -434269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -434271.156250 Penalty: 4058.271973
	Iteration 51Q: 3 clusters Score -434271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -434272.125000 Penalty: 4058.271973
	Iteration 52Q: 3 clusters Score -434272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -434277.125000 Penalty: 4058.271973
	Iteration 53Q: 3 clusters Score -434277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -434278.031250 Penalty: 4058.271973
	Iteration 54Q: 3 clusters Score -434278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -434278.875000 Penalty: 4058.271973
	Iteration 55Q: 3 clusters Score -434278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -434280.750000 Penalty: 4058.271973
	Iteration 56Q: 3 clusters Score -434280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -434282.468750 Penalty: 4058.271973
	Iteration 57Q: 3 clusters Score -434282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -434282.906250 Penalty: 4058.271973
	Iteration 58Q: 3 clusters Score -434282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -434283.187500 Penalty: 4058.271973
	Iteration 59Q: 3 clusters Score -434283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -434285.125000 Penalty: 4058.271973
	Iteration 60F: 3 clusters Score -434285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -434285.531250 Penalty: 4058.271973
	Iteration 61Q: 3 clusters Score -434285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -434287.093750 Penalty: 4058.271973
	Iteration 62Q: 3 clusters Score -434287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -434287.093750 Penalty: 4058.271973
	Iteration 63F: 3 clusters Score -434287.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 134 members 
Entering Unmasked Estep 
Score: -28295.216797 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28295.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28390.740234 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28390.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28418.746094 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28418.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28451.550781 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28451.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28469.535156 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -28469.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28472.753906 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -28472.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28472.753906 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -28472.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25230.900391 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25230.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25333.781250 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25333.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25397.285156 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -25397.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25457.402344 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25464.111328 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25464.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25464.111328 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -25464.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Entering Unmasked Estep 
Score: -3027278.750000 Penalty: 2497.060059
	Iteration 0F: 2 clusters Score -3027279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3010874.000000 Penalty: 4994.120117
	Iteration 0F: 3 clusters Score -3010874 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3016495.500000 Penalty: 4994.120117
	Iteration 1F: 3 clusters Score -3016496 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3016820.000000 Penalty: 4994.120117
	Iteration 2Q: 3 clusters Score -3016820 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3017065.500000 Penalty: 4994.120117
	Iteration 3Q: 3 clusters Score -3017066 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3017329.500000 Penalty: 4994.120117
	Iteration 4Q: 3 clusters Score -3017330 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3017604.250000 Penalty: 4994.120117
	Iteration 5Q: 3 clusters Score -3017604 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3017887.250000 Penalty: 4994.120117
	Iteration 6Q: 3 clusters Score -3017887 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3018272.000000 Penalty: 4994.120117
	Iteration 7Q: 3 clusters Score -3018272 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3018802.000000 Penalty: 4994.120117
	Iteration 8Q: 3 clusters Score -3018802 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3019569.500000 Penalty: 4994.120117
	Iteration 9F: 3 clusters Score -3019570 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3020558.000000 Penalty: 4994.120117
	Iteration 10F: 3 clusters Score -3020558 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3021789.750000 Penalty: 4994.120117
	Iteration 11F: 3 clusters Score -3021790 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3023020.000000 Penalty: 4994.120117
	Iteration 12F: 3 clusters Score -3023020 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3023942.000000 Penalty: 4994.120117
	Iteration 13Q: 3 clusters Score -3023942 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3024483.500000 Penalty: 4994.120117
	Iteration 14Q: 3 clusters Score -3024484 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3024746.500000 Penalty: 4994.120117
	Iteration 15Q: 3 clusters Score -3024746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3024888.000000 Penalty: 4994.120117
	Iteration 16Q: 3 clusters Score -3024888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3024945.250000 Penalty: 4994.120117
	Iteration 17Q: 3 clusters Score -3024945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3024976.500000 Penalty: 4994.120117
	Iteration 18Q: 3 clusters Score -3024976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3024988.750000 Penalty: 4994.120117
	Iteration 19Q: 3 clusters Score -3024989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3025001.250000 Penalty: 4994.120117
	Iteration 20F: 3 clusters Score -3025001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3025010.250000 Penalty: 4994.120117
	Iteration 21Q: 3 clusters Score -3025010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3025022.750000 Penalty: 4994.120117
	Iteration 22Q: 3 clusters Score -3025023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3025028.750000 Penalty: 4994.120117
	Iteration 23Q: 3 clusters Score -3025029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3025037.000000 Penalty: 4994.120117
	Iteration 24Q: 3 clusters Score -3025037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3025044.750000 Penalty: 4994.120117
	Iteration 25Q: 3 clusters Score -3025045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3025049.000000 Penalty: 4994.120117
	Iteration 26Q: 3 clusters Score -3025049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3025051.750000 Penalty: 4994.120117
	Iteration 27Q: 3 clusters Score -3025052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3025051.750000 Penalty: 4994.120117
	Iteration 28Q: 3 clusters Score -3025052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3025054.750000 Penalty: 4994.120117
	Iteration 29Q: 3 clusters Score -3025055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3025052.250000 Penalty: 4994.120117
	Iteration 30Q: 3 clusters Score -3025052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3025052.250000 Penalty: 4994.120117
	Iteration 31F: 3 clusters Score -3025052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Entering Unmasked Estep 
Score: -1767632.625000 Penalty: 2361.494141
	Iteration 0F: 2 clusters Score -1767633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1757638.625000 Penalty: 4722.988281
	Iteration 0F: 3 clusters Score -1757639 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1760728.000000 Penalty: 4722.988281
	Iteration 1F: 3 clusters Score -1760728 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1761071.750000 Penalty: 4722.988281
	Iteration 2F: 3 clusters Score -1761072 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1761323.750000 Penalty: 4722.988281
	Iteration 3Q: 3 clusters Score -1761324 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1761506.500000 Penalty: 4722.988281
	Iteration 4Q: 3 clusters Score -1761506 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1761692.625000 Penalty: 4722.988281
	Iteration 5Q: 3 clusters Score -1761693 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1761887.625000 Penalty: 4722.988281
	Iteration 6Q: 3 clusters Score -1761888 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1762114.375000 Penalty: 4722.988281
	Iteration 7Q: 3 clusters Score -1762114 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1762392.000000 Penalty: 4722.988281
	Iteration 8Q: 3 clusters Score -1762392 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1762783.750000 Penalty: 4722.988281
	Iteration 9Q: 3 clusters Score -1762784 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1763253.125000 Penalty: 4722.988281
	Iteration 10Q: 3 clusters Score -1763253 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1763795.875000 Penalty: 4722.988281
	Iteration 11Q: 3 clusters Score -1763796 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1764307.250000 Penalty: 4722.988281
	Iteration 12Q: 3 clusters Score -1764307 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1764725.875000 Penalty: 4722.988281
	Iteration 13Q: 3 clusters Score -1764726 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1765023.875000 Penalty: 4722.988281
	Iteration 14Q: 3 clusters Score -1765024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1765201.375000 Penalty: 4722.988281
	Iteration 15Q: 3 clusters Score -1765201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1765308.000000 Penalty: 4722.988281
	Iteration 16Q: 3 clusters Score -1765308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1765386.000000 Penalty: 4722.988281
	Iteration 17Q: 3 clusters Score -1765386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1765433.000000 Penalty: 4722.988281
	Iteration 18Q: 3 clusters Score -1765433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1765468.750000 Penalty: 4722.988281
	Iteration 19Q: 3 clusters Score -1765469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1765493.000000 Penalty: 4722.988281
	Iteration 20F: 3 clusters Score -1765493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1765510.000000 Penalty: 4722.988281
	Iteration 21Q: 3 clusters Score -1765510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1765516.750000 Penalty: 4722.988281
	Iteration 22Q: 3 clusters Score -1765517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1765529.875000 Penalty: 4722.988281
	Iteration 23Q: 3 clusters Score -1765530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1765530.375000 Penalty: 4722.988281
	Iteration 24Q: 3 clusters Score -1765530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1765538.500000 Penalty: 4722.988281
	Iteration 25Q: 3 clusters Score -1765538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1765549.250000 Penalty: 4722.988281
	Iteration 26Q: 3 clusters Score -1765549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1765559.000000 Penalty: 4722.988281
	Iteration 27Q: 3 clusters Score -1765559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1765572.375000 Penalty: 4722.988281
	Iteration 28Q: 3 clusters Score -1765572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1765581.375000 Penalty: 4722.988281
	Iteration 29Q: 3 clusters Score -1765581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1765588.625000 Penalty: 4722.988281
	Iteration 30Q: 3 clusters Score -1765589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1765592.625000 Penalty: 4722.988281
	Iteration 31Q: 3 clusters Score -1765593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1765593.250000 Penalty: 4722.988281
	Iteration 32Q: 3 clusters Score -1765593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1765593.250000 Penalty: 4722.988281
	Iteration 33F: 3 clusters Score -1765593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Entering Unmasked Estep 
Score: -1302737.625000 Penalty: 2303.870117
	Iteration 0F: 2 clusters Score -1302738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1294516.375000 Penalty: 4607.740234
	Iteration 0F: 3 clusters Score -1294516 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1296958.125000 Penalty: 4607.740234
	Iteration 1F: 3 clusters Score -1296958 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1297335.750000 Penalty: 4607.740234
	Iteration 2F: 3 clusters Score -1297336 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1297710.875000 Penalty: 4607.740234
	Iteration 3F: 3 clusters Score -1297711 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1298192.625000 Penalty: 4607.740234
	Iteration 4F: 3 clusters Score -1298193 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1298771.500000 Penalty: 4607.740234
	Iteration 5F: 3 clusters Score -1298772 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1299353.500000 Penalty: 4607.740234
	Iteration 6F: 3 clusters Score -1299354 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1299932.500000 Penalty: 4607.740234
	Iteration 7F: 3 clusters Score -1299932 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1300360.375000 Penalty: 4607.740234
	Iteration 8F: 3 clusters Score -1300360 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1300596.375000 Penalty: 4607.740234
	Iteration 9Q: 3 clusters Score -1300596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1300725.000000 Penalty: 4607.740234
	Iteration 10Q: 3 clusters Score -1300725 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1300815.125000 Penalty: 4607.740234
	Iteration 11Q: 3 clusters Score -1300815 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1300874.750000 Penalty: 4607.740234
	Iteration 12Q: 3 clusters Score -1300875 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1300906.875000 Penalty: 4607.740234
	Iteration 13Q: 3 clusters Score -1300907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1300939.500000 Penalty: 4607.740234
	Iteration 14Q: 3 clusters Score -1300940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1300965.125000 Penalty: 4607.740234
	Iteration 15Q: 3 clusters Score -1300965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1300987.500000 Penalty: 4607.740234
	Iteration 16Q: 3 clusters Score -1300988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1301003.375000 Penalty: 4607.740234
	Iteration 17Q: 3 clusters Score -1301003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1301014.750000 Penalty: 4607.740234
	Iteration 18Q: 3 clusters Score -1301015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1301031.500000 Penalty: 4607.740234
	Iteration 19Q: 3 clusters Score -1301032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1301039.125000 Penalty: 4607.740234
	Iteration 20F: 3 clusters Score -1301039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1301052.750000 Penalty: 4607.740234
	Iteration 21Q: 3 clusters Score -1301053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1301064.750000 Penalty: 4607.740234
	Iteration 22Q: 3 clusters Score -1301065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1301068.750000 Penalty: 4607.740234
	Iteration 23Q: 3 clusters Score -1301069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1301073.500000 Penalty: 4607.740234
	Iteration 24Q: 3 clusters Score -1301074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1301074.250000 Penalty: 4607.740234
	Iteration 25Q: 3 clusters Score -1301074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1301077.750000 Penalty: 4607.740234
	Iteration 26Q: 3 clusters Score -1301078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1301075.875000 Penalty: 4607.740234
	Iteration 27Q: 3 clusters Score -1301076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1301076.000000 Penalty: 4607.740234
	Iteration 28Q: 3 clusters Score -1301076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1301080.000000 Penalty: 4607.740234
	Iteration 29Q: 3 clusters Score -1301080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1301080.875000 Penalty: 4607.740234
	Iteration 30Q: 3 clusters Score -1301081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1301083.750000 Penalty: 4607.740234
	Iteration 31Q: 3 clusters Score -1301084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1301085.250000 Penalty: 4607.740234
	Iteration 32Q: 3 clusters Score -1301085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1301086.375000 Penalty: 4607.740234
	Iteration 33Q: 3 clusters Score -1301086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1301084.750000 Penalty: 4607.740234
	Iteration 34Q: 3 clusters Score -1301085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1301086.750000 Penalty: 4607.740234
	Iteration 35Q: 3 clusters Score -1301087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1301086.750000 Penalty: 4607.740234
	Iteration 36F: 3 clusters Score -1301087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -911348.500000 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -911348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -905429.687500 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -905429.7 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -906965.812500 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -906965.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -907230.750000 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -907230.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -907455.562500 Penalty: 4402.766113
	Iteration 3F: 3 clusters Score -907455.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -907694.125000 Penalty: 4402.766113
	Iteration 4Q: 3 clusters Score -907694.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -907942.937500 Penalty: 4402.766113
	Iteration 5Q: 3 clusters Score -907942.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -908220.750000 Penalty: 4402.766113
	Iteration 6F: 3 clusters Score -908220.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -908542.500000 Penalty: 4402.766113
	Iteration 7F: 3 clusters Score -908542.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -908895.562500 Penalty: 4402.766113
	Iteration 8F: 3 clusters Score -908895.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -909268.187500 Penalty: 4402.766113
	Iteration 9F: 3 clusters Score -909268.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -909654.500000 Penalty: 4402.766113
	Iteration 10F: 3 clusters Score -909654.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -909932.375000 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -909932.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -910124.062500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -910124.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -910211.250000 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -910211.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -910240.750000 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -910240.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -910253.187500 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -910253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -910258.875000 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -910258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -910261.812500 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -910261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -910262.062500 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -910262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -910263.437500 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -910263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -910263.937500 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -910263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -2004122.750000 Penalty: 2390.908203
	Iteration 0F: 2 clusters Score -2004123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1992995.500000 Penalty: 4781.816406
	Iteration 0F: 3 clusters Score -1992996 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1996459.250000 Penalty: 4781.816406
	Iteration 1F: 3 clusters Score -1996459 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1996826.375000 Penalty: 4781.816406
	Iteration 2F: 3 clusters Score -1996826 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1997139.875000 Penalty: 4781.816406
	Iteration 3F: 3 clusters Score -1997140 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1997475.375000 Penalty: 4781.816406
	Iteration 4Q: 3 clusters Score -1997475 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1997858.125000 Penalty: 4781.816406
	Iteration 5Q: 3 clusters Score -1997858 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1998281.500000 Penalty: 4781.816406
	Iteration 6Q: 3 clusters Score -1998282 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1998845.750000 Penalty: 4781.816406
	Iteration 7F: 3 clusters Score -1998846 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1999504.750000 Penalty: 4781.816406
	Iteration 8F: 3 clusters Score -1999505 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2000145.000000 Penalty: 4781.816406
	Iteration 9F: 3 clusters Score -2000145 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2000739.875000 Penalty: 4781.816406
	Iteration 10Q: 3 clusters Score -2000740 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2001202.750000 Penalty: 4781.816406
	Iteration 11Q: 3 clusters Score -2001203 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2001530.125000 Penalty: 4781.816406
	Iteration 12Q: 3 clusters Score -2001530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2001721.750000 Penalty: 4781.816406
	Iteration 13Q: 3 clusters Score -2001722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2001842.875000 Penalty: 4781.816406
	Iteration 14Q: 3 clusters Score -2001843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2001905.500000 Penalty: 4781.816406
	Iteration 15Q: 3 clusters Score -2001906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2001949.500000 Penalty: 4781.816406
	Iteration 16Q: 3 clusters Score -2001950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2001986.000000 Penalty: 4781.816406
	Iteration 17Q: 3 clusters Score -2001986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2002007.750000 Penalty: 4781.816406
	Iteration 18Q: 3 clusters Score -2002008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2002019.750000 Penalty: 4781.816406
	Iteration 19Q: 3 clusters Score -2002020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2002028.250000 Penalty: 4781.816406
	Iteration 20F: 3 clusters Score -2002028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2002037.000000 Penalty: 4781.816406
	Iteration 21Q: 3 clusters Score -2002037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2002049.250000 Penalty: 4781.816406
	Iteration 22Q: 3 clusters Score -2002049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2002062.000000 Penalty: 4781.816406
	Iteration 23Q: 3 clusters Score -2002062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2002063.000000 Penalty: 4781.816406
	Iteration 24Q: 3 clusters Score -2002063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2002067.500000 Penalty: 4781.816406
	Iteration 25Q: 3 clusters Score -2002068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2002069.875000 Penalty: 4781.816406
	Iteration 26Q: 3 clusters Score -2002070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2002073.500000 Penalty: 4781.816406
	Iteration 27Q: 3 clusters Score -2002074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2002075.375000 Penalty: 4781.816406
	Iteration 28Q: 3 clusters Score -2002075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2002075.500000 Penalty: 4781.816406
	Iteration 29Q: 3 clusters Score -2002076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2002075.500000 Penalty: 4781.816406
	Iteration 30F: 3 clusters Score -2002076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68030.828125 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68030.83 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 301 members 
Entering Unmasked Estep 
Score: -66464.476562 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66464.48 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66740.390625 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66740.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66833.945312 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -66833.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66889.898438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66889.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66962.593750 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66962.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67020.937500 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -67020.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67059.406250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -67059.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67120.507812 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67120.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67192.296875 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -67192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67261.781250 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -67261.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67312.921875 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -67312.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67433.890625 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -67433.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67693.015625 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -67693.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67823.101562 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -67823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68000.304688 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -68000.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68095.039062 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -68095.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68189.500000 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -68189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68213.320312 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -68213.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68229.570312 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -68229.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68240.296875 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -68240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68241.796875 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -68241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182376 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23595 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 53295 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 167922 members 
Mstep: Class 19 contains 212439 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 210 members 
Entering Unmasked Estep 
Score: -116062896.000000 Penalty: 85169.835938
Splitting cluster 14 changes total score from -116064488.000000 to -116062896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Entering Unmasked Estep 
Score: -6643662.500000 Penalty: 2699.132080
	Iteration 0F: 2 clusters Score -6643662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6607792.500000 Penalty: 5398.264160
	Iteration 0F: 3 clusters Score -6607792 nChanged 24778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -6621436.000000 Penalty: 5398.264160
	Iteration 1F: 3 clusters Score -6621436 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6621905.500000 Penalty: 5398.264160
	Iteration 2Q: 3 clusters Score -6621906 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6622313.000000 Penalty: 5398.264160
	Iteration 3Q: 3 clusters Score -6622313 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -6622680.000000 Penalty: 5398.264160
	Iteration 4Q: 3 clusters Score -6622680 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6623043.000000 Penalty: 5398.264160
	Iteration 5Q: 3 clusters Score -6623043 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -6623414.500000 Penalty: 5398.264160
	Iteration 6Q: 3 clusters Score -6623414 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6623808.000000 Penalty: 5398.264160
	Iteration 7Q: 3 clusters Score -6623808 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6624236.500000 Penalty: 5398.264160
	Iteration 8Q: 3 clusters Score -6624236 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -6624796.000000 Penalty: 5398.264160
	Iteration 9Q: 3 clusters Score -6624796 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6625610.500000 Penalty: 5398.264160
	Iteration 10Q: 3 clusters Score -6625610 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -6626709.500000 Penalty: 5398.264160
	Iteration 11Q: 3 clusters Score -6626710 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -6628255.000000 Penalty: 5398.264160
	Iteration 12F: 3 clusters Score -6628255 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -6630496.000000 Penalty: 5398.264160
	Iteration 13F: 3 clusters Score -6630496 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -6633241.000000 Penalty: 5398.264160
	Iteration 14F: 3 clusters Score -6633241 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -6635948.000000 Penalty: 5398.264160
	Iteration 15F: 3 clusters Score -6635948 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6638152.000000 Penalty: 5398.264160
	Iteration 16Q: 3 clusters Score -6638152 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6639485.000000 Penalty: 5398.264160
	Iteration 17Q: 3 clusters Score -6639485 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6640189.000000 Penalty: 5398.264160
	Iteration 18Q: 3 clusters Score -6640189 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6640600.000000 Penalty: 5398.264160
	Iteration 19Q: 3 clusters Score -6640600 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -6640844.000000 Penalty: 5398.264160
	Iteration 20F: 3 clusters Score -6640844 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6641000.000000 Penalty: 5398.264160
	Iteration 21Q: 3 clusters Score -6641000 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6641122.500000 Penalty: 5398.264160
	Iteration 22Q: 3 clusters Score -6641122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -6641180.500000 Penalty: 5398.264160
	Iteration 23Q: 3 clusters Score -6641180 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -6641225.000000 Penalty: 5398.264160
	Iteration 24Q: 3 clusters Score -6641225 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6641301.500000 Penalty: 5398.264160
	Iteration 25Q: 3 clusters Score -6641302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -6641343.000000 Penalty: 5398.264160
	Iteration 26Q: 3 clusters Score -6641343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -6641384.500000 Penalty: 5398.264160
	Iteration 27Q: 3 clusters Score -6641384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -6641409.000000 Penalty: 5398.264160
	Iteration 28Q: 3 clusters Score -6641409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6641457.500000 Penalty: 5398.264160
	Iteration 29Q: 3 clusters Score -6641458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -6641470.500000 Penalty: 5398.264160
	Iteration 30Q: 3 clusters Score -6641470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6641492.000000 Penalty: 5398.264160
	Iteration 31Q: 3 clusters Score -6641492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -6641500.500000 Penalty: 5398.264160
	Iteration 32Q: 3 clusters Score -6641500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6641508.000000 Penalty: 5398.264160
	Iteration 33Q: 3 clusters Score -6641508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -6641520.000000 Penalty: 5398.264160
	Iteration 34Q: 3 clusters Score -6641520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6641512.500000 Penalty: 5398.264160
	Iteration 35Q: 3 clusters Score -6641512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6641512.500000 Penalty: 5398.264160
	Iteration 36Q: 3 clusters Score -6641512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -6641516.500000 Penalty: 5398.264160
	Iteration 37Q: 3 clusters Score -6641516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6641524.500000 Penalty: 5398.264160
	Iteration 38Q: 3 clusters Score -6641524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6641531.000000 Penalty: 5398.264160
	Iteration 39Q: 3 clusters Score -6641531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6641540.000000 Penalty: 5398.264160
	Iteration 40F: 3 clusters Score -6641540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -6641539.000000 Penalty: 5398.264160
	Iteration 41Q: 3 clusters Score -6641539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -6641538.500000 Penalty: 5398.264160
	Iteration 42Q: 3 clusters Score -6641538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6641553.500000 Penalty: 5398.264160
	Iteration 43Q: 3 clusters Score -6641554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -6641547.000000 Penalty: 5398.264160
	Iteration 44Q: 3 clusters Score -6641547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -6641559.500000 Penalty: 5398.264160
	Iteration 45Q: 3 clusters Score -6641560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6641562.000000 Penalty: 5398.264160
	Iteration 46Q: 3 clusters Score -6641562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -6641556.000000 Penalty: 5398.264160
	Iteration 47Q: 3 clusters Score -6641556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -6641564.500000 Penalty: 5398.264160
	Iteration 48Q: 3 clusters Score -6641564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6641564.000000 Penalty: 5398.264160
	Iteration 49Q: 3 clusters Score -6641564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -6641569.500000 Penalty: 5398.264160
	Iteration 50Q: 3 clusters Score -6641570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6641566.500000 Penalty: 5398.264160
	Iteration 51Q: 3 clusters Score -6641566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6641575.500000 Penalty: 5398.264160
	Iteration 52Q: 3 clusters Score -6641576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6641578.500000 Penalty: 5398.264160
	Iteration 53Q: 3 clusters Score -6641578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6641572.500000 Penalty: 5398.264160
	Iteration 54Q: 3 clusters Score -6641572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -6641573.000000 Penalty: 5398.264160
	Iteration 55Q: 3 clusters Score -6641573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6641579.500000 Penalty: 5398.264160
	Iteration 56Q: 3 clusters Score -6641580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6641581.000000 Penalty: 5398.264160
	Iteration 57Q: 3 clusters Score -6641581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -6641582.000000 Penalty: 5398.264160
	Iteration 58Q: 3 clusters Score -6641582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -6641578.000000 Penalty: 5398.264160
	Iteration 59Q: 3 clusters Score -6641578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6641581.000000 Penalty: 5398.264160
	Iteration 60F: 3 clusters Score -6641581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -6641588.000000 Penalty: 5398.264160
	Iteration 61Q: 3 clusters Score -6641588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -6641586.000000 Penalty: 5398.264160
	Iteration 62Q: 3 clusters Score -6641586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6641592.500000 Penalty: 5398.264160
	Iteration 63Q: 3 clusters Score -6641592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -6641593.000000 Penalty: 5398.264160
	Iteration 64Q: 3 clusters Score -6641593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -6641586.000000 Penalty: 5398.264160
	Iteration 65Q: 3 clusters Score -6641586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -6641586.000000 Penalty: 5398.264160
	Iteration 66F: 3 clusters Score -6641586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 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 140 members 
Entering Unmasked Estep 
Score: -29480.158203 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29480.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29586.314453 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29586.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29589.541016 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29589.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29589.541016 Penalty: 2767.546143
	Iteration 3F: 3 clusters Score -29589.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Entering Unmasked Estep 
Score: -3674705.500000 Penalty: 2542.844238
	Iteration 0F: 2 clusters Score -3674706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3655222.250000 Penalty: 5085.688477
	Iteration 0F: 3 clusters Score -3655222 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3661921.250000 Penalty: 5085.688477
	Iteration 1F: 3 clusters Score -3661921 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3662332.750000 Penalty: 5085.688477
	Iteration 2Q: 3 clusters Score -3662333 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3662712.250000 Penalty: 5085.688477
	Iteration 3Q: 3 clusters Score -3662712 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3663103.750000 Penalty: 5085.688477
	Iteration 4Q: 3 clusters Score -3663104 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3663630.000000 Penalty: 5085.688477
	Iteration 5Q: 3 clusters Score -3663630 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3664445.000000 Penalty: 5085.688477
	Iteration 6F: 3 clusters Score -3664445 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3665705.250000 Penalty: 5085.688477
	Iteration 7F: 3 clusters Score -3665705 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3667428.750000 Penalty: 5085.688477
	Iteration 8F: 3 clusters Score -3667429 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3669457.250000 Penalty: 5085.688477
	Iteration 9F: 3 clusters Score -3669457 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3671269.000000 Penalty: 5085.688477
	Iteration 10F: 3 clusters Score -3671269 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3672394.750000 Penalty: 5085.688477
	Iteration 11Q: 3 clusters Score -3672395 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3672936.000000 Penalty: 5085.688477
	Iteration 12Q: 3 clusters Score -3672936 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3673247.000000 Penalty: 5085.688477
	Iteration 13Q: 3 clusters Score -3673247 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3673414.000000 Penalty: 5085.688477
	Iteration 14Q: 3 clusters Score -3673414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3673503.500000 Penalty: 5085.688477
	Iteration 15Q: 3 clusters Score -3673504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3673549.750000 Penalty: 5085.688477
	Iteration 16Q: 3 clusters Score -3673550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3673592.000000 Penalty: 5085.688477
	Iteration 17Q: 3 clusters Score -3673592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3673614.750000 Penalty: 5085.688477
	Iteration 18Q: 3 clusters Score -3673615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3673635.250000 Penalty: 5085.688477
	Iteration 19Q: 3 clusters Score -3673635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3673648.500000 Penalty: 5085.688477
	Iteration 20F: 3 clusters Score -3673648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3673654.000000 Penalty: 5085.688477
	Iteration 21Q: 3 clusters Score -3673654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3673656.750000 Penalty: 5085.688477
	Iteration 22Q: 3 clusters Score -3673657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3673659.500000 Penalty: 5085.688477
	Iteration 23Q: 3 clusters Score -3673660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3673664.250000 Penalty: 5085.688477
	Iteration 24Q: 3 clusters Score -3673664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3673665.500000 Penalty: 5085.688477
	Iteration 25Q: 3 clusters Score -3673666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3673661.000000 Penalty: 5085.688477
	Iteration 26Q: 3 clusters Score -3673661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3673661.000000 Penalty: 5085.688477
	Iteration 27F: 3 clusters Score -3673661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167922 members 
Entering Unmasked Estep 
Score: -21442640.000000 Penalty: 2983.751221
	Iteration 0F: 2 clusters Score -2.144264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -21334202.000000 Penalty: 5967.502441
	Iteration 0F: 3 clusters Score -2.13342e+07 nChanged 80358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -21380880.000000 Penalty: 5967.502441
	Iteration 1F: 3 clusters Score -2.138088e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -21382126.000000 Penalty: 5967.502441
	Iteration 2Q: 3 clusters Score -2.138213e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -21383452.000000 Penalty: 5967.502441
	Iteration 3Q: 3 clusters Score -2.138345e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -21385252.000000 Penalty: 5967.502441
	Iteration 4Q: 3 clusters Score -2.138525e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -21387822.000000 Penalty: 5967.502441
	Iteration 5Q: 3 clusters Score -2.138782e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -21391520.000000 Penalty: 5967.502441
	Iteration 6Q: 3 clusters Score -2.139152e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -21397510.000000 Penalty: 5967.502441
	Iteration 7F: 3 clusters Score -2.139751e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -21405390.000000 Penalty: 5967.502441
	Iteration 8F: 3 clusters Score -2.140539e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -21413386.000000 Penalty: 5967.502441
	Iteration 9F: 3 clusters Score -2.141339e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -21418264.000000 Penalty: 5967.502441
	Iteration 10F: 3 clusters Score -2.141826e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -21420570.000000 Penalty: 5967.502441
	Iteration 11Q: 3 clusters Score -2.142057e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -21421718.000000 Penalty: 5967.502441
	Iteration 12Q: 3 clusters Score -2.142172e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -21422824.000000 Penalty: 5967.502441
	Iteration 13Q: 3 clusters Score -2.142282e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -21423662.000000 Penalty: 5967.502441
	Iteration 14Q: 3 clusters Score -2.142366e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -21424654.000000 Penalty: 5967.502441
	Iteration 15Q: 3 clusters Score -2.142465e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127004 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -21425752.000000 Penalty: 5967.502441
	Iteration 16Q: 3 clusters Score -2.142575e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130415 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -21427134.000000 Penalty: 5967.502441
	Iteration 17Q: 3 clusters Score -2.142713e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -21428378.000000 Penalty: 5967.502441
	Iteration 18Q: 3 clusters Score -2.142838e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137539 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -21429890.000000 Penalty: 5967.502441
	Iteration 19Q: 3 clusters Score -2.142989e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141052 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -21431176.000000 Penalty: 5967.502441
	Iteration 20F: 3 clusters Score -2.143118e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -21432664.000000 Penalty: 5967.502441
	Iteration 21Q: 3 clusters Score -2.143266e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -21433978.000000 Penalty: 5967.502441
	Iteration 22Q: 3 clusters Score -2.143398e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -21435418.000000 Penalty: 5967.502441
	Iteration 23Q: 3 clusters Score -2.143542e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -21436740.000000 Penalty: 5967.502441
	Iteration 24Q: 3 clusters Score -2.143674e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156227 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -21437762.000000 Penalty: 5967.502441
	Iteration 25Q: 3 clusters Score -2.143776e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -21438744.000000 Penalty: 5967.502441
	Iteration 26Q: 3 clusters Score -2.143874e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160365 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -21439688.000000 Penalty: 5967.502441
	Iteration 27Q: 3 clusters Score -2.143969e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -21440306.000000 Penalty: 5967.502441
	Iteration 28Q: 3 clusters Score -2.144031e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21440620.000000 Penalty: 5967.502441
	Iteration 29Q: 3 clusters Score -2.144062e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -21440960.000000 Penalty: 5967.502441
	Iteration 30Q: 3 clusters Score -2.144096e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -21441160.000000 Penalty: 5967.502441
	Iteration 31Q: 3 clusters Score -2.144116e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -21441258.000000 Penalty: 5967.502441
	Iteration 32Q: 3 clusters Score -2.144126e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21441470.000000 Penalty: 5967.502441
	Iteration 33Q: 3 clusters Score -2.144147e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -21441594.000000 Penalty: 5967.502441
	Iteration 34Q: 3 clusters Score -2.144159e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21441622.000000 Penalty: 5967.502441
	Iteration 35Q: 3 clusters Score -2.144162e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21441678.000000 Penalty: 5967.502441
	Iteration 36Q: 3 clusters Score -2.144168e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21441718.000000 Penalty: 5967.502441
	Iteration 37Q: 3 clusters Score -2.144172e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166023 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21441746.000000 Penalty: 5967.502441
	Iteration 38Q: 3 clusters Score -2.144175e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166054 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21441776.000000 Penalty: 5967.502441
	Iteration 39Q: 3 clusters Score -2.144178e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21441802.000000 Penalty: 5967.502441
	Iteration 40F: 3 clusters Score -2.14418e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21441804.000000 Penalty: 5967.502441
	Iteration 41Q: 3 clusters Score -2.14418e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21441818.000000 Penalty: 5967.502441
	Iteration 42Q: 3 clusters Score -2.144182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21441842.000000 Penalty: 5967.502441
	Iteration 43Q: 3 clusters Score -2.144184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21441860.000000 Penalty: 5967.502441
	Iteration 44Q: 3 clusters Score -2.144186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21441864.000000 Penalty: 5967.502441
	Iteration 45Q: 3 clusters Score -2.144186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21441852.000000 Penalty: 5967.502441
	Iteration 46Q: 3 clusters Score -2.144185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166097 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21441856.000000 Penalty: 5967.502441
	Iteration 47Q: 3 clusters Score -2.144186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21441856.000000 Penalty: 5967.502441
	Iteration 48Q: 3 clusters Score -2.144186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21441880.000000 Penalty: 5967.502441
	Iteration 49Q: 3 clusters Score -2.144188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166109 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21441874.000000 Penalty: 5967.502441
	Iteration 50Q: 3 clusters Score -2.144187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21441876.000000 Penalty: 5967.502441
	Iteration 51Q: 3 clusters Score -2.144188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21441882.000000 Penalty: 5967.502441
	Iteration 52Q: 3 clusters Score -2.144188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21441880.000000 Penalty: 5967.502441
	Iteration 53Q: 3 clusters Score -2.144188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21441886.000000 Penalty: 5967.502441
	Iteration 54Q: 3 clusters Score -2.144189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21441886.000000 Penalty: 5967.502441
	Iteration 55Q: 3 clusters Score -2.144189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21441890.000000 Penalty: 5967.502441
	Iteration 56Q: 3 clusters Score -2.144189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21441884.000000 Penalty: 5967.502441
	Iteration 57Q: 3 clusters Score -2.144188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21441872.000000 Penalty: 5967.502441
	Iteration 58Q: 3 clusters Score -2.144187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166104 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21441872.000000 Penalty: 5967.502441
	Iteration 59F: 3 clusters Score -2.144187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212439 members 
Entering Unmasked Estep 
Score: -27231530.000000 Penalty: 3042.069580
	Iteration 0F: 2 clusters Score -2.723153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -27126668.000000 Penalty: 6084.139160
	Iteration 0F: 3 clusters Score -2.712667e+07 nChanged 102038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109826 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -27185838.000000 Penalty: 6084.139160
	Iteration 1F: 3 clusters Score -2.718584e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -27186982.000000 Penalty: 6084.139160
	Iteration 2Q: 3 clusters Score -2.718698e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -27188380.000000 Penalty: 6084.139160
	Iteration 3Q: 3 clusters Score -2.718838e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -27190382.000000 Penalty: 6084.139160
	Iteration 4Q: 3 clusters Score -2.719038e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -27194242.000000 Penalty: 6084.139160
	Iteration 5Q: 3 clusters Score -2.719424e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -27200804.000000 Penalty: 6084.139160
	Iteration 6F: 3 clusters Score -2.72008e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -27209022.000000 Penalty: 6084.139160
	Iteration 7F: 3 clusters Score -2.720902e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -27216082.000000 Penalty: 6084.139160
	Iteration 8F: 3 clusters Score -2.721608e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -27220194.000000 Penalty: 6084.139160
	Iteration 9F: 3 clusters Score -2.722019e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191816 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -27222550.000000 Penalty: 6084.139160
	Iteration 10Q: 3 clusters Score -2.722255e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -27224276.000000 Penalty: 6084.139160
	Iteration 11Q: 3 clusters Score -2.722428e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197441 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -27225450.000000 Penalty: 6084.139160
	Iteration 12Q: 3 clusters Score -2.722545e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198597 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -27226096.000000 Penalty: 6084.139160
	Iteration 13Q: 3 clusters Score -2.72261e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199444 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -27226398.000000 Penalty: 6084.139160
	Iteration 14Q: 3 clusters Score -2.72264e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -27226414.000000 Penalty: 6084.139160
	Iteration 15Q: 3 clusters Score -2.722641e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200794 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -27226524.000000 Penalty: 6084.139160
	Iteration 16Q: 3 clusters Score -2.722652e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201352 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -27226528.000000 Penalty: 6084.139160
	Iteration 17Q: 3 clusters Score -2.722653e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201868 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -27226560.000000 Penalty: 6084.139160
	Iteration 18Q: 3 clusters Score -2.722656e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202373 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -27226616.000000 Penalty: 6084.139160
	Iteration 19Q: 3 clusters Score -2.722662e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202911 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -27226660.000000 Penalty: 6084.139160
	Iteration 20F: 3 clusters Score -2.722666e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -27226856.000000 Penalty: 6084.139160
	Iteration 21Q: 3 clusters Score -2.722686e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203927 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -27227038.000000 Penalty: 6084.139160
	Iteration 22Q: 3 clusters Score -2.722704e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204429 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -27227106.000000 Penalty: 6084.139160
	Iteration 23Q: 3 clusters Score -2.722711e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204916 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -27227154.000000 Penalty: 6084.139160
	Iteration 24Q: 3 clusters Score -2.722715e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205408 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -27227230.000000 Penalty: 6084.139160
	Iteration 25Q: 3 clusters Score -2.722723e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205866 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -27227266.000000 Penalty: 6084.139160
	Iteration 26Q: 3 clusters Score -2.722727e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206344 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -27227392.000000 Penalty: 6084.139160
	Iteration 27Q: 3 clusters Score -2.722739e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206809 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -27227606.000000 Penalty: 6084.139160
	Iteration 28Q: 3 clusters Score -2.722761e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207209 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -27227738.000000 Penalty: 6084.139160
	Iteration 29Q: 3 clusters Score -2.722774e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207572 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -27227880.000000 Penalty: 6084.139160
	Iteration 30Q: 3 clusters Score -2.722788e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207915 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -27228016.000000 Penalty: 6084.139160
	Iteration 31Q: 3 clusters Score -2.722802e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -27228100.000000 Penalty: 6084.139160
	Iteration 32Q: 3 clusters Score -2.72281e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208517 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -27228094.000000 Penalty: 6084.139160
	Iteration 33Q: 3 clusters Score -2.722809e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -27228150.000000 Penalty: 6084.139160
	Iteration 34Q: 3 clusters Score -2.722815e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209031 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -27228214.000000 Penalty: 6084.139160
	Iteration 35Q: 3 clusters Score -2.722821e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209227 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -27228292.000000 Penalty: 6084.139160
	Iteration 36Q: 3 clusters Score -2.722829e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209419 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -27228370.000000 Penalty: 6084.139160
	Iteration 37Q: 3 clusters Score -2.722837e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209583 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -27228412.000000 Penalty: 6084.139160
	Iteration 38Q: 3 clusters Score -2.722841e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209729 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -27228520.000000 Penalty: 6084.139160
	Iteration 39Q: 3 clusters Score -2.722852e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209867 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -27228548.000000 Penalty: 6084.139160
	Iteration 40F: 3 clusters Score -2.722855e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209985 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -27228614.000000 Penalty: 6084.139160
	Iteration 41Q: 3 clusters Score -2.722861e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210097 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -27228640.000000 Penalty: 6084.139160
	Iteration 42Q: 3 clusters Score -2.722864e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210201 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -27228668.000000 Penalty: 6084.139160
	Iteration 43Q: 3 clusters Score -2.722867e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210296 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -27228690.000000 Penalty: 6084.139160
	Iteration 44Q: 3 clusters Score -2.722869e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210385 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -27228728.000000 Penalty: 6084.139160
	Iteration 45Q: 3 clusters Score -2.722873e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210463 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -27228834.000000 Penalty: 6084.139160
	Iteration 46Q: 3 clusters Score -2.722883e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210533 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -27228838.000000 Penalty: 6084.139160
	Iteration 47Q: 3 clusters Score -2.722884e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210612 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -27228858.000000 Penalty: 6084.139160
	Iteration 48Q: 3 clusters Score -2.722886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210682 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -27228880.000000 Penalty: 6084.139160
	Iteration 49Q: 3 clusters Score -2.722888e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210745 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -27228942.000000 Penalty: 6084.139160
	Iteration 50Q: 3 clusters Score -2.722894e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210806 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -27228964.000000 Penalty: 6084.139160
	Iteration 51Q: 3 clusters Score -2.722896e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210855 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -27228972.000000 Penalty: 6084.139160
	Iteration 52Q: 3 clusters Score -2.722897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210902 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -27228962.000000 Penalty: 6084.139160
	Iteration 53Q: 3 clusters Score -2.722896e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210947 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -27228990.000000 Penalty: 6084.139160
	Iteration 54Q: 3 clusters Score -2.722899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210987 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -27228992.000000 Penalty: 6084.139160
	Iteration 55Q: 3 clusters Score -2.722899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -27228992.000000 Penalty: 6084.139160
	Iteration 56Q: 3 clusters Score -2.722899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -27228984.000000 Penalty: 6084.139160
	Iteration 57Q: 3 clusters Score -2.722898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211066 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -27229022.000000 Penalty: 6084.139160
	Iteration 58Q: 3 clusters Score -2.722902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -27229038.000000 Penalty: 6084.139160
	Iteration 59Q: 3 clusters Score -2.722904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211079 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -27229038.000000 Penalty: 6084.139160
	Iteration 60F: 3 clusters Score -2.722904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211089 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -27229044.000000 Penalty: 6084.139160
	Iteration 61Q: 3 clusters Score -2.722904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -27229048.000000 Penalty: 6084.139160
	Iteration 62Q: 3 clusters Score -2.722905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -27229058.000000 Penalty: 6084.139160
	Iteration 63Q: 3 clusters Score -2.722906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -27229040.000000 Penalty: 6084.139160
	Iteration 64Q: 3 clusters Score -2.722904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211102 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -27229042.000000 Penalty: 6084.139160
	Iteration 65Q: 3 clusters Score -2.722904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211109 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -27229064.000000 Penalty: 6084.139160
	Iteration 66Q: 3 clusters Score -2.722906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211114 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -27229086.000000 Penalty: 6084.139160
	Iteration 67Q: 3 clusters Score -2.722909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211120 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -27229062.000000 Penalty: 6084.139160
	Iteration 68Q: 3 clusters Score -2.722906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211125 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -27229062.000000 Penalty: 6084.139160
	Iteration 69Q: 3 clusters Score -2.722906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -27229068.000000 Penalty: 6084.139160
	Iteration 70Q: 3 clusters Score -2.722907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211131 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27229078.000000 Penalty: 6084.139160
	Iteration 71Q: 3 clusters Score -2.722908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211133 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -27229074.000000 Penalty: 6084.139160
	Iteration 72Q: 3 clusters Score -2.722907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211137 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -27229068.000000 Penalty: 6084.139160
	Iteration 73Q: 3 clusters Score -2.722907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211143 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -27229076.000000 Penalty: 6084.139160
	Iteration 74Q: 3 clusters Score -2.722908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211145 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -27229066.000000 Penalty: 6084.139160
	Iteration 75Q: 3 clusters Score -2.722907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211149 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -27229058.000000 Penalty: 6084.139160
	Iteration 76Q: 3 clusters Score -2.722906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211156 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27229064.000000 Penalty: 6084.139160
	Iteration 77Q: 3 clusters Score -2.722906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -27229070.000000 Penalty: 6084.139160
	Iteration 78Q: 3 clusters Score -2.722907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -27229068.000000 Penalty: 6084.139160
	Iteration 79Q: 3 clusters Score -2.722907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211166 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27229068.000000 Penalty: 6084.139160
	Iteration 80F: 3 clusters Score -2.722907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -27229056.000000 Penalty: 6084.139160
	Iteration 81Q: 3 clusters Score -2.722906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211173 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -27229040.000000 Penalty: 6084.139160
	Iteration 82Q: 3 clusters Score -2.722904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211179 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27229050.000000 Penalty: 6084.139160
	Iteration 83Q: 3 clusters Score -2.722905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211183 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27229042.000000 Penalty: 6084.139160
	Iteration 84Q: 3 clusters Score -2.722904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -27229058.000000 Penalty: 6084.139160
	Iteration 85Q: 3 clusters Score -2.722906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211189 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27229050.000000 Penalty: 6084.139160
	Iteration 86Q: 3 clusters Score -2.722905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211191 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -27229048.000000 Penalty: 6084.139160
	Iteration 87Q: 3 clusters Score -2.722905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211191 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -27229048.000000 Penalty: 6084.139160
	Iteration 88F: 3 clusters Score -2.722905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Entering Unmasked Estep 
Score: -5154842.000000 Penalty: 2626.123535
	Iteration 0F: 2 clusters Score -5154842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5128098.500000 Penalty: 5252.247070
	Iteration 0F: 3 clusters Score -5128098 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5138176.500000 Penalty: 5252.247070
	Iteration 1F: 3 clusters Score -5138176 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5138971.000000 Penalty: 5252.247070
	Iteration 2Q: 3 clusters Score -5138971 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5140007.500000 Penalty: 5252.247070
	Iteration 3F: 3 clusters Score -5140008 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5141405.500000 Penalty: 5252.247070
	Iteration 4F: 3 clusters Score -5141406 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5143283.500000 Penalty: 5252.247070
	Iteration 5F: 3 clusters Score -5143284 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -5145783.500000 Penalty: 5252.247070
	Iteration 6F: 3 clusters Score -5145784 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -5148244.000000 Penalty: 5252.247070
	Iteration 7F: 3 clusters Score -5148244 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -5149864.500000 Penalty: 5252.247070
	Iteration 8Q: 3 clusters Score -5149864 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -5150643.000000 Penalty: 5252.247070
	Iteration 9Q: 3 clusters Score -5150643 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5150977.500000 Penalty: 5252.247070
	Iteration 10Q: 3 clusters Score -5150978 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5151193.000000 Penalty: 5252.247070
	Iteration 11Q: 3 clusters Score -5151193 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5151363.500000 Penalty: 5252.247070
	Iteration 12Q: 3 clusters Score -5151364 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5151476.500000 Penalty: 5252.247070
	Iteration 13Q: 3 clusters Score -5151476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5151613.000000 Penalty: 5252.247070
	Iteration 14Q: 3 clusters Score -5151613 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -5151738.500000 Penalty: 5252.247070
	Iteration 15Q: 3 clusters Score -5151738 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5151841.500000 Penalty: 5252.247070
	Iteration 16Q: 3 clusters Score -5151842 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5151943.000000 Penalty: 5252.247070
	Iteration 17Q: 3 clusters Score -5151943 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5152050.500000 Penalty: 5252.247070
	Iteration 18Q: 3 clusters Score -5152050 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5152135.500000 Penalty: 5252.247070
	Iteration 19Q: 3 clusters Score -5152136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5152199.000000 Penalty: 5252.247070
	Iteration 20F: 3 clusters Score -5152199 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5152263.000000 Penalty: 5252.247070
	Iteration 21Q: 3 clusters Score -5152263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5152299.000000 Penalty: 5252.247070
	Iteration 22Q: 3 clusters Score -5152299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5152337.000000 Penalty: 5252.247070
	Iteration 23Q: 3 clusters Score -5152337 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5152350.500000 Penalty: 5252.247070
	Iteration 24Q: 3 clusters Score -5152350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5152381.500000 Penalty: 5252.247070
	Iteration 25Q: 3 clusters Score -5152382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5152423.000000 Penalty: 5252.247070
	Iteration 26Q: 3 clusters Score -5152423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5152456.500000 Penalty: 5252.247070
	Iteration 27Q: 3 clusters Score -5152456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5152478.500000 Penalty: 5252.247070
	Iteration 28Q: 3 clusters Score -5152478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5152496.000000 Penalty: 5252.247070
	Iteration 29Q: 3 clusters Score -5152496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5152514.500000 Penalty: 5252.247070
	Iteration 30Q: 3 clusters Score -5152514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5152541.000000 Penalty: 5252.247070
	Iteration 31Q: 3 clusters Score -5152541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5152554.000000 Penalty: 5252.247070
	Iteration 32Q: 3 clusters Score -5152554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5152572.000000 Penalty: 5252.247070
	Iteration 33Q: 3 clusters Score -5152572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -5152594.000000 Penalty: 5252.247070
	Iteration 34Q: 3 clusters Score -5152594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5152596.500000 Penalty: 5252.247070
	Iteration 35Q: 3 clusters Score -5152596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5152615.500000 Penalty: 5252.247070
	Iteration 36Q: 3 clusters Score -5152616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5152625.500000 Penalty: 5252.247070
	Iteration 37Q: 3 clusters Score -5152626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5152634.000000 Penalty: 5252.247070
	Iteration 38Q: 3 clusters Score -5152634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5152647.000000 Penalty: 5252.247070
	Iteration 39Q: 3 clusters Score -5152647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5152656.500000 Penalty: 5252.247070
	Iteration 40F: 3 clusters Score -5152656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5152669.500000 Penalty: 5252.247070
	Iteration 41Q: 3 clusters Score -5152670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5152669.000000 Penalty: 5252.247070
	Iteration 42Q: 3 clusters Score -5152669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5152678.500000 Penalty: 5252.247070
	Iteration 43Q: 3 clusters Score -5152678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5152684.000000 Penalty: 5252.247070
	Iteration 44Q: 3 clusters Score -5152684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5152681.500000 Penalty: 5252.247070
	Iteration 45Q: 3 clusters Score -5152682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5152686.000000 Penalty: 5252.247070
	Iteration 46Q: 3 clusters Score -5152686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5152689.000000 Penalty: 5252.247070
	Iteration 47Q: 3 clusters Score -5152689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5152686.000000 Penalty: 5252.247070
	Iteration 48Q: 3 clusters Score -5152686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5152681.500000 Penalty: 5252.247070
	Iteration 49Q: 3 clusters Score -5152682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5152685.000000 Penalty: 5252.247070
	Iteration 50Q: 3 clusters Score -5152685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5152687.000000 Penalty: 5252.247070
	Iteration 51Q: 3 clusters Score -5152687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5152690.500000 Penalty: 5252.247070
	Iteration 52Q: 3 clusters Score -5152690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5152688.000000 Penalty: 5252.247070
	Iteration 53Q: 3 clusters Score -5152688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5152690.000000 Penalty: 5252.247070
	Iteration 54Q: 3 clusters Score -5152690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5152691.000000 Penalty: 5252.247070
	Iteration 55Q: 3 clusters Score -5152691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5152689.000000 Penalty: 5252.247070
	Iteration 56Q: 3 clusters Score -5152689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5152689.000000 Penalty: 5252.247070
	Iteration 57F: 3 clusters Score -5152689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Entering Unmasked Estep 
Score: -2685900.000000 Penalty: 2464.404785
	Iteration 0F: 2 clusters Score -2685900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2671320.500000 Penalty: 4928.809570
	Iteration 0F: 3 clusters Score -2671320 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2676243.000000 Penalty: 4928.809570
	Iteration 1F: 3 clusters Score -2676243 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2676601.750000 Penalty: 4928.809570
	Iteration 2F: 3 clusters Score -2676602 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2676904.500000 Penalty: 4928.809570
	Iteration 3Q: 3 clusters Score -2676904 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2677215.750000 Penalty: 4928.809570
	Iteration 4Q: 3 clusters Score -2677216 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2677534.000000 Penalty: 4928.809570
	Iteration 5Q: 3 clusters Score -2677534 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2677883.000000 Penalty: 4928.809570
	Iteration 6Q: 3 clusters Score -2677883 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2678239.000000 Penalty: 4928.809570
	Iteration 7Q: 3 clusters Score -2678239 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2678677.000000 Penalty: 4928.809570
	Iteration 8Q: 3 clusters Score -2678677 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2679242.750000 Penalty: 4928.809570
	Iteration 9Q: 3 clusters Score -2679243 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2679918.250000 Penalty: 4928.809570
	Iteration 10Q: 3 clusters Score -2679918 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2680636.000000 Penalty: 4928.809570
	Iteration 11Q: 3 clusters Score -2680636 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2681299.750000 Penalty: 4928.809570
	Iteration 12Q: 3 clusters Score -2681300 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2681768.000000 Penalty: 4928.809570
	Iteration 13Q: 3 clusters Score -2681768 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2682047.500000 Penalty: 4928.809570
	Iteration 14Q: 3 clusters Score -2682048 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2682202.500000 Penalty: 4928.809570
	Iteration 15Q: 3 clusters Score -2682202 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2682329.750000 Penalty: 4928.809570
	Iteration 16Q: 3 clusters Score -2682330 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2682442.750000 Penalty: 4928.809570
	Iteration 17Q: 3 clusters Score -2682443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2682543.750000 Penalty: 4928.809570
	Iteration 18Q: 3 clusters Score -2682544 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2682606.750000 Penalty: 4928.809570
	Iteration 19Q: 3 clusters Score -2682607 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2682660.750000 Penalty: 4928.809570
	Iteration 20F: 3 clusters Score -2682661 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2682730.000000 Penalty: 4928.809570
	Iteration 21Q: 3 clusters Score -2682730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2682791.250000 Penalty: 4928.809570
	Iteration 22Q: 3 clusters Score -2682791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2682860.000000 Penalty: 4928.809570
	Iteration 23Q: 3 clusters Score -2682860 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2682907.500000 Penalty: 4928.809570
	Iteration 24Q: 3 clusters Score -2682908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2682959.750000 Penalty: 4928.809570
	Iteration 25Q: 3 clusters Score -2682960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2683006.750000 Penalty: 4928.809570
	Iteration 26Q: 3 clusters Score -2683007 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2683046.250000 Penalty: 4928.809570
	Iteration 27Q: 3 clusters Score -2683046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2683092.000000 Penalty: 4928.809570
	Iteration 28Q: 3 clusters Score -2683092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2683143.000000 Penalty: 4928.809570
	Iteration 29Q: 3 clusters Score -2683143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2683176.250000 Penalty: 4928.809570
	Iteration 30Q: 3 clusters Score -2683176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2683202.250000 Penalty: 4928.809570
	Iteration 31Q: 3 clusters Score -2683202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2683246.000000 Penalty: 4928.809570
	Iteration 32Q: 3 clusters Score -2683246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2683276.000000 Penalty: 4928.809570
	Iteration 33Q: 3 clusters Score -2683276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2683313.250000 Penalty: 4928.809570
	Iteration 34Q: 3 clusters Score -2683313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2683345.750000 Penalty: 4928.809570
	Iteration 35Q: 3 clusters Score -2683346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2683368.000000 Penalty: 4928.809570
	Iteration 36Q: 3 clusters Score -2683368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2683387.000000 Penalty: 4928.809570
	Iteration 37Q: 3 clusters Score -2683387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2683414.500000 Penalty: 4928.809570
	Iteration 38Q: 3 clusters Score -2683414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2683422.000000 Penalty: 4928.809570
	Iteration 39Q: 3 clusters Score -2683422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2683439.750000 Penalty: 4928.809570
	Iteration 40F: 3 clusters Score -2683440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2683443.500000 Penalty: 4928.809570
	Iteration 41Q: 3 clusters Score -2683444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2683458.250000 Penalty: 4928.809570
	Iteration 42Q: 3 clusters Score -2683458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2683472.250000 Penalty: 4928.809570
	Iteration 43Q: 3 clusters Score -2683472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2683480.500000 Penalty: 4928.809570
	Iteration 44Q: 3 clusters Score -2683480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2683487.000000 Penalty: 4928.809570
	Iteration 45Q: 3 clusters Score -2683487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2683492.250000 Penalty: 4928.809570
	Iteration 46Q: 3 clusters Score -2683492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2683512.500000 Penalty: 4928.809570
	Iteration 47Q: 3 clusters Score -2683512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2683531.250000 Penalty: 4928.809570
	Iteration 48Q: 3 clusters Score -2683531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2683536.000000 Penalty: 4928.809570
	Iteration 49Q: 3 clusters Score -2683536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2683552.750000 Penalty: 4928.809570
	Iteration 50Q: 3 clusters Score -2683553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2683553.250000 Penalty: 4928.809570
	Iteration 51Q: 3 clusters Score -2683553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2683570.000000 Penalty: 4928.809570
	Iteration 52Q: 3 clusters Score -2683570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2683579.000000 Penalty: 4928.809570
	Iteration 53Q: 3 clusters Score -2683579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2683592.750000 Penalty: 4928.809570
	Iteration 54Q: 3 clusters Score -2683593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2683600.500000 Penalty: 4928.809570
	Iteration 55Q: 3 clusters Score -2683600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2683607.500000 Penalty: 4928.809570
	Iteration 56Q: 3 clusters Score -2683608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2683628.250000 Penalty: 4928.809570
	Iteration 57Q: 3 clusters Score -2683628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2683628.000000 Penalty: 4928.809570
	Iteration 58Q: 3 clusters Score -2683628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2683634.000000 Penalty: 4928.809570
	Iteration 59Q: 3 clusters Score -2683634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2683636.250000 Penalty: 4928.809570
	Iteration 60F: 3 clusters Score -2683636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2683640.250000 Penalty: 4928.809570
	Iteration 61Q: 3 clusters Score -2683640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2683639.500000 Penalty: 4928.809570
	Iteration 62Q: 3 clusters Score -2683640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2683640.500000 Penalty: 4928.809570
	Iteration 63Q: 3 clusters Score -2683640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2683645.750000 Penalty: 4928.809570
	Iteration 64Q: 3 clusters Score -2683646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2683643.750000 Penalty: 4928.809570
	Iteration 65Q: 3 clusters Score -2683644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2683642.250000 Penalty: 4928.809570
	Iteration 66Q: 3 clusters Score -2683642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2683642.250000 Penalty: 4928.809570
	Iteration 67Q: 3 clusters Score -2683642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2683645.000000 Penalty: 4928.809570
	Iteration 68Q: 3 clusters Score -2683645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2683648.250000 Penalty: 4928.809570
	Iteration 69Q: 3 clusters Score -2683648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2683651.750000 Penalty: 4928.809570
	Iteration 70Q: 3 clusters Score -2683652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2683655.750000 Penalty: 4928.809570
	Iteration 71Q: 3 clusters Score -2683656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2683655.250000 Penalty: 4928.809570
	Iteration 72Q: 3 clusters Score -2683655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2683657.000000 Penalty: 4928.809570
	Iteration 73Q: 3 clusters Score -2683657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2683663.750000 Penalty: 4928.809570
	Iteration 74Q: 3 clusters Score -2683664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2683667.250000 Penalty: 4928.809570
	Iteration 75Q: 3 clusters Score -2683667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2683666.500000 Penalty: 4928.809570
	Iteration 76Q: 3 clusters Score -2683666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2683669.250000 Penalty: 4928.809570
	Iteration 77Q: 3 clusters Score -2683669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2683674.750000 Penalty: 4928.809570
	Iteration 78Q: 3 clusters Score -2683675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2683670.750000 Penalty: 4928.809570
	Iteration 79Q: 3 clusters Score -2683671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2683671.750000 Penalty: 4928.809570
	Iteration 80F: 3 clusters Score -2683672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2683674.000000 Penalty: 4928.809570
	Iteration 81Q: 3 clusters Score -2683674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2683676.500000 Penalty: 4928.809570
	Iteration 82Q: 3 clusters Score -2683676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2683675.250000 Penalty: 4928.809570
	Iteration 83Q: 3 clusters Score -2683675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2683677.500000 Penalty: 4928.809570
	Iteration 84Q: 3 clusters Score -2683678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2683676.000000 Penalty: 4928.809570
	Iteration 85Q: 3 clusters Score -2683676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2683679.500000 Penalty: 4928.809570
	Iteration 86Q: 3 clusters Score -2683680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2683677.500000 Penalty: 4928.809570
	Iteration 87Q: 3 clusters Score -2683678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2683682.750000 Penalty: 4928.809570
	Iteration 88Q: 3 clusters Score -2683683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2683683.250000 Penalty: 4928.809570
	Iteration 89Q: 3 clusters Score -2683683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2683682.250000 Penalty: 4928.809570
	Iteration 90Q: 3 clusters Score -2683682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2683682.500000 Penalty: 4928.809570
	Iteration 91Q: 3 clusters Score -2683682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2683679.500000 Penalty: 4928.809570
	Iteration 92Q: 3 clusters Score -2683680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2683684.000000 Penalty: 4928.809570
	Iteration 93Q: 3 clusters Score -2683684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2683685.500000 Penalty: 4928.809570
	Iteration 94Q: 3 clusters Score -2683686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2683684.500000 Penalty: 4928.809570
	Iteration 95Q: 3 clusters Score -2683684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2683683.250000 Penalty: 4928.809570
	Iteration 96Q: 3 clusters Score -2683683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2683685.000000 Penalty: 4928.809570
	Iteration 97Q: 3 clusters Score -2683685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2683691.000000 Penalty: 4928.809570
	Iteration 98Q: 3 clusters Score -2683691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2683691.000000 Penalty: 4928.809570
	Iteration 99Q: 3 clusters Score -2683691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2683691.000000 Penalty: 4928.809570
	Iteration 100F: 3 clusters Score -2683691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1353615.000000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1353615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1345693.875000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1345694 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1347978.125000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1347978 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1348265.000000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1348265 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1348461.875000 Penalty: 4587.543945
	Iteration 3Q: 3 clusters Score -1348462 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1348602.625000 Penalty: 4587.543945
	Iteration 4Q: 3 clusters Score -1348603 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1348719.875000 Penalty: 4587.543945
	Iteration 5Q: 3 clusters Score -1348720 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1348834.250000 Penalty: 4587.543945
	Iteration 6Q: 3 clusters Score -1348834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1348947.125000 Penalty: 4587.543945
	Iteration 7Q: 3 clusters Score -1348947 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1349084.000000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1349084 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1349237.000000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1349237 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1349405.500000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1349406 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1349612.625000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1349613 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1349894.625000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1349895 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1350200.625000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1350201 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1350530.625000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1350531 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1350825.750000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1350826 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1351081.500000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1351082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1351281.750000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1351282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1351431.750000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1351432 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1351545.250000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1351545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1351628.250000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1351628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1351687.125000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1351687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1351716.500000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1351716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1351738.250000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1351738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1351753.625000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1351754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1351770.125000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1351770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1351781.625000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1351782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1351791.875000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1351792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1351802.125000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1351802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1351812.500000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1351812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1351817.625000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1351818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1351819.125000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1351819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1351828.375000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1351828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1351830.875000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1351831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1351835.375000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1351835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1351839.875000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1351840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1351839.875000 Penalty: 4587.543945
	Iteration 36F: 3 clusters Score -1351840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117433.421875 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117433.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117706.859375 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117706.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117779.390625 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -117779.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117815.226562 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117815.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117850.257812 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117850.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117873.984375 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117886.859375 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117897.304688 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117902.125000 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -117902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117904.578125 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -117904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117905.242188 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -117905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117905.242188 Penalty: 3411.649902
	Iteration 11F: 3 clusters Score -117905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -244990.015625 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -244990 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 936 members 
Entering Unmasked Estep 
Score: -242361.062500 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -242361.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -242790.203125 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -242790.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -242914.500000 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -242914.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -243002.468750 Penalty: 3759.267334
	Iteration 3F: 3 clusters Score -243002.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -243064.125000 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -243064.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -243108.562500 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -243108.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -243141.203125 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -243141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -243161.625000 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -243161.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -243177.687500 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -243177.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -243193.984375 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -243194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -243215.296875 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -243215.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -243233.562500 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -243233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -243246.468750 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -243246.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -243255.015625 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -243255 nChanged 8
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: -243260.921875 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -243260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -243270.203125 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -243270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -243273.000000 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -243273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -243279.187500 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -243279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -243284.781250 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -243284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -243289.953125 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -243290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -243290.921875 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -243290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -243292.046875 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -243292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -243292.812500 Penalty: 3759.267334
	Iteration 22Q: 3 clusters Score -243292.8 nChanged 1
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: -243293.515625 Penalty: 3759.267334
	Iteration 23Q: 3 clusters Score -243293.5 nChanged 0
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: -243293.515625 Penalty: 3759.267334
	Iteration 24F: 3 clusters Score -243293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182376 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23595 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53295 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 167922 members 
Mstep: Class 19 contains 212439 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064496.000000 Penalty: 81763.039062
Iteration 359Q: 25 clusters Score -1.160645e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124265 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182389 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23582 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53294 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28382 members 
Mstep: Class 18 contains 167914 members 
Mstep: Class 19 contains 212452 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064520.000000 Penalty: 81763.039062
Iteration 360F: 25 clusters Score -1.160645e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182399 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23571 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 167903 members 
Mstep: Class 19 contains 212466 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064480.000000 Penalty: 81763.039062
Iteration 361Q: 25 clusters Score -1.160645e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182412 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23554 members 
Mstep: Class 10 contains 13640 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 167892 members 
Mstep: Class 19 contains 212482 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064480.000000 Penalty: 81763.039062
Iteration 362Q: 25 clusters Score -1.160645e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182425 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23531 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28400 members 
Mstep: Class 18 contains 167877 members 
Mstep: Class 19 contains 212509 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064456.000000 Penalty: 81763.039062
Iteration 363Q: 25 clusters Score -1.160645e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124265 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182429 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23509 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 11 contains 10832 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53294 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28406 members 
Mstep: Class 18 contains 167864 members 
Mstep: Class 19 contains 212532 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 81763.039062
Iteration 364Q: 25 clusters Score -1.160644e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124276 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182431 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23489 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53293 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28412 members 
Mstep: Class 18 contains 167850 members 
Mstep: Class 19 contains 212552 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064360.000000 Penalty: 81763.039062
Iteration 365Q: 25 clusters Score -1.160644e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182422 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23468 members 
Mstep: Class 10 contains 13623 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28419 members 
Mstep: Class 18 contains 167850 members 
Mstep: Class 19 contains 212565 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 366Q: 25 clusters Score -1.160642e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124303 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23444 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53298 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 167839 members 
Mstep: Class 19 contains 212588 members 
Mstep: Class 20 contains 39703 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064208.000000 Penalty: 81763.039062
Iteration 367Q: 25 clusters Score -1.160642e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124310 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23420 members 
Mstep: Class 10 contains 13610 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53298 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28419 members 
Mstep: Class 18 contains 167833 members 
Mstep: Class 19 contains 212619 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064304.000000 Penalty: 81763.039062
Iteration 368Q: 25 clusters Score -1.160643e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124319 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 10839 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28417 members 
Mstep: Class 18 contains 167832 members 
Mstep: Class 19 contains 212639 members 
Mstep: Class 20 contains 39704 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064256.000000 Penalty: 81763.039062
Iteration 369Q: 25 clusters Score -1.160643e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182419 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23382 members 
Mstep: Class 10 contains 13599 members 
Mstep: Class 11 contains 10842 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53294 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 167826 members 
Mstep: Class 19 contains 212659 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064232.000000 Penalty: 81763.039062
Iteration 370Q: 25 clusters Score -1.160642e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182417 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 13595 members 
Mstep: Class 11 contains 10845 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53295 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28417 members 
Mstep: Class 18 contains 167819 members 
Mstep: Class 19 contains 212679 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064224.000000 Penalty: 81763.039062
Iteration 371Q: 25 clusters Score -1.160642e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182412 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23348 members 
Mstep: Class 10 contains 13594 members 
Mstep: Class 11 contains 10846 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 167813 members 
Mstep: Class 19 contains 212697 members 
Mstep: Class 20 contains 39708 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064272.000000 Penalty: 81763.039062
Iteration 372Q: 25 clusters Score -1.160643e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23332 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 10846 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53299 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 167810 members 
Mstep: Class 19 contains 212717 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064320.000000 Penalty: 81763.039062
Iteration 373Q: 25 clusters Score -1.160643e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23325 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 10845 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53301 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28422 members 
Mstep: Class 18 contains 167807 members 
Mstep: Class 19 contains 212727 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064240.000000 Penalty: 81763.039062
Iteration 374Q: 25 clusters Score -1.160642e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182408 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23314 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 11 contains 10847 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53301 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28424 members 
Mstep: Class 18 contains 167801 members 
Mstep: Class 19 contains 212736 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064152.000000 Penalty: 81763.039062
Iteration 375Q: 25 clusters Score -1.160642e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182405 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 13579 members 
Mstep: Class 11 contains 10847 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53301 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28427 members 
Mstep: Class 18 contains 167802 members 
Mstep: Class 19 contains 212741 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064136.000000 Penalty: 81763.039062
Iteration 376Q: 25 clusters Score -1.160641e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182404 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 10846 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53301 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28426 members 
Mstep: Class 18 contains 167803 members 
Mstep: Class 19 contains 212743 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064080.000000 Penalty: 81763.039062
Iteration 377Q: 25 clusters Score -1.160641e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124352 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182400 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23305 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28426 members 
Mstep: Class 18 contains 167808 members 
Mstep: Class 19 contains 212744 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 378Q: 25 clusters Score -1.160642e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182404 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23301 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28426 members 
Mstep: Class 18 contains 167799 members 
Mstep: Class 19 contains 212747 members 
Mstep: Class 20 contains 39712 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064080.000000 Penalty: 81763.039062
Iteration 379Q: 25 clusters Score -1.160641e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182406 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23297 members 
Mstep: Class 10 contains 13567 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28427 members 
Mstep: Class 18 contains 167797 members 
Mstep: Class 19 contains 212754 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064104.000000 Penalty: 81763.039062
Iteration 380F: 25 clusters Score -1.160641e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23293 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28427 members 
Mstep: Class 18 contains 167794 members 
Mstep: Class 19 contains 212760 members 
Mstep: Class 20 contains 39715 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064104.000000 Penalty: 81763.039062
Iteration 381Q: 25 clusters Score -1.160641e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182416 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28428 members 
Mstep: Class 18 contains 167789 members 
Mstep: Class 19 contains 212765 members 
Mstep: Class 20 contains 39715 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064144.000000 Penalty: 81763.039062
Iteration 382Q: 25 clusters Score -1.160641e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124365 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182419 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 167781 members 
Mstep: Class 19 contains 212774 members 
Mstep: Class 20 contains 39715 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064104.000000 Penalty: 81763.039062
Iteration 383Q: 25 clusters Score -1.160641e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124376 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28432 members 
Mstep: Class 18 contains 167775 members 
Mstep: Class 19 contains 212780 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064096.000000 Penalty: 81763.039062
Iteration 384Q: 25 clusters Score -1.160641e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23274 members 
Mstep: Class 10 contains 13541 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28432 members 
Mstep: Class 18 contains 167774 members 
Mstep: Class 19 contains 212787 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064104.000000 Penalty: 81763.039062
Iteration 385Q: 25 clusters Score -1.160641e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23270 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28432 members 
Mstep: Class 18 contains 167773 members 
Mstep: Class 19 contains 212792 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064176.000000 Penalty: 81763.039062
Iteration 386Q: 25 clusters Score -1.160642e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182419 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23269 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 167763 members 
Mstep: Class 19 contains 212795 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 387Q: 25 clusters Score -1.160642e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13525 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53303 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 167760 members 
Mstep: Class 19 contains 212799 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064160.000000 Penalty: 81763.039062
Iteration 388Q: 25 clusters Score -1.160642e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124405 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13518 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53304 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28433 members 
Mstep: Class 18 contains 167761 members 
Mstep: Class 19 contains 212803 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064128.000000 Penalty: 81763.039062
Iteration 389Q: 25 clusters Score -1.160641e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182416 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53305 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28439 members 
Mstep: Class 18 contains 167760 members 
Mstep: Class 19 contains 212800 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064136.000000 Penalty: 81763.039062
Iteration 390Q: 25 clusters Score -1.160641e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13513 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53305 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 167765 members 
Mstep: Class 19 contains 212796 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064192.000000 Penalty: 81763.039062
Iteration 391Q: 25 clusters Score -1.160642e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13511 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53304 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28449 members 
Mstep: Class 18 contains 167764 members 
Mstep: Class 19 contains 212794 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064216.000000 Penalty: 81763.039062
Iteration 392Q: 25 clusters Score -1.160642e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53302 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28454 members 
Mstep: Class 18 contains 167764 members 
Mstep: Class 19 contains 212792 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064184.000000 Penalty: 81763.039062
Iteration 393Q: 25 clusters Score -1.160642e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53306 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28456 members 
Mstep: Class 18 contains 167761 members 
Mstep: Class 19 contains 212792 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064248.000000 Penalty: 81763.039062
Iteration 394Q: 25 clusters Score -1.160642e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53306 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28459 members 
Mstep: Class 18 contains 167756 members 
Mstep: Class 19 contains 212791 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064216.000000 Penalty: 81763.039062
Iteration 395Q: 25 clusters Score -1.160642e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182412 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53307 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28464 members 
Mstep: Class 18 contains 167758 members 
Mstep: Class 19 contains 212793 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064200.000000 Penalty: 81763.039062
Iteration 396Q: 25 clusters Score -1.160642e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182406 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53309 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28468 members 
Mstep: Class 18 contains 167763 members 
Mstep: Class 19 contains 212793 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064232.000000 Penalty: 81763.039062
Iteration 397Q: 25 clusters Score -1.160642e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182405 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28472 members 
Mstep: Class 18 contains 167759 members 
Mstep: Class 19 contains 212795 members 
Mstep: Class 20 contains 39713 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10399 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064128.000000 Penalty: 81763.039062
Iteration 398Q: 25 clusters Score -1.160641e+08 nChanged 33
Entering ConstructFrom: 
Score: -116064128.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (124408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Entering Unmasked Estep 
Score: -15918610.000000 Penalty: 2909.367676
	Iteration 0F: 2 clusters Score -1.591861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -15835590.000000 Penalty: 5818.735352
	Iteration 0F: 3 clusters Score -1.583559e+07 nChanged 59177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -15869646.000000 Penalty: 5818.735352
	Iteration 1F: 3 clusters Score -1.586965e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -15870667.000000 Penalty: 5818.735352
	Iteration 2Q: 3 clusters Score -1.587067e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -15871830.000000 Penalty: 5818.735352
	Iteration 3Q: 3 clusters Score -1.587183e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -15873989.000000 Penalty: 5818.735352
	Iteration 4Q: 3 clusters Score -1.587399e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -15877825.000000 Penalty: 5818.735352
	Iteration 5F: 3 clusters Score -1.587782e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -15884346.000000 Penalty: 5818.735352
	Iteration 6F: 3 clusters Score -1.588435e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -15893149.000000 Penalty: 5818.735352
	Iteration 7F: 3 clusters Score -1.589315e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -15902487.000000 Penalty: 5818.735352
	Iteration 8F: 3 clusters Score -1.590249e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -15908876.000000 Penalty: 5818.735352
	Iteration 9F: 3 clusters Score -1.590888e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -15912295.000000 Penalty: 5818.735352
	Iteration 10Q: 3 clusters Score -1.59123e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -15914016.000000 Penalty: 5818.735352
	Iteration 11Q: 3 clusters Score -1.591402e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 119266 members 
Entering Unmasked Estep 
Score: -15914898.000000 Penalty: 5818.735352
	Iteration 12Q: 3 clusters Score -1.59149e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
Score: -15915373.000000 Penalty: 5818.735352
	Iteration 13Q: 3 clusters Score -1.591537e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -15915659.000000 Penalty: 5818.735352
	Iteration 14Q: 3 clusters Score -1.591566e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -15915817.000000 Penalty: 5818.735352
	Iteration 15Q: 3 clusters Score -1.591582e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -15915956.000000 Penalty: 5818.735352
	Iteration 16Q: 3 clusters Score -1.591596e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -15916067.000000 Penalty: 5818.735352
	Iteration 17Q: 3 clusters Score -1.591607e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -15916148.000000 Penalty: 5818.735352
	Iteration 18Q: 3 clusters Score -1.591615e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -15916182.000000 Penalty: 5818.735352
	Iteration 19Q: 3 clusters Score -1.591618e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -15916175.000000 Penalty: 5818.735352
	Iteration 20F: 3 clusters Score -1.591618e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -15916188.000000 Penalty: 5818.735352
	Iteration 21Q: 3 clusters Score -1.591619e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 121977 members 
Entering Unmasked Estep 
Score: -15916247.000000 Penalty: 5818.735352
	Iteration 22Q: 3 clusters Score -1.591625e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -15916236.000000 Penalty: 5818.735352
	Iteration 23Q: 3 clusters Score -1.591624e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -15916286.000000 Penalty: 5818.735352
	Iteration 24Q: 3 clusters Score -1.591629e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -15916299.000000 Penalty: 5818.735352
	Iteration 25Q: 3 clusters Score -1.59163e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 122213 members 
Entering Unmasked Estep 
Score: -15916326.000000 Penalty: 5818.735352
	Iteration 26Q: 3 clusters Score -1.591633e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 122254 members 
Entering Unmasked Estep 
Score: -15916351.000000 Penalty: 5818.735352
	Iteration 27Q: 3 clusters Score -1.591635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -15916346.000000 Penalty: 5818.735352
	Iteration 28Q: 3 clusters Score -1.591635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -15916341.000000 Penalty: 5818.735352
	Iteration 29Q: 3 clusters Score -1.591634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -15916358.000000 Penalty: 5818.735352
	Iteration 30Q: 3 clusters Score -1.591636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 122362 members 
Entering Unmasked Estep 
Score: -15916353.000000 Penalty: 5818.735352
	Iteration 31Q: 3 clusters Score -1.591635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -15916366.000000 Penalty: 5818.735352
	Iteration 32Q: 3 clusters Score -1.591637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -15916345.000000 Penalty: 5818.735352
	Iteration 33Q: 3 clusters Score -1.591634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -15916345.000000 Penalty: 5818.735352
	Iteration 34Q: 3 clusters Score -1.591634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 122412 members 
Entering Unmasked Estep 
Score: -15916351.000000 Penalty: 5818.735352
	Iteration 35Q: 3 clusters Score -1.591635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 122419 members 
Entering Unmasked Estep 
Score: -15916359.000000 Penalty: 5818.735352
	Iteration 36Q: 3 clusters Score -1.591636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -15916363.000000 Penalty: 5818.735352
	Iteration 37Q: 3 clusters Score -1.591636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 122446 members 
Entering Unmasked Estep 
Score: -15916389.000000 Penalty: 5818.735352
	Iteration 38Q: 3 clusters Score -1.591639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -15916400.000000 Penalty: 5818.735352
	Iteration 39Q: 3 clusters Score -1.59164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -15916409.000000 Penalty: 5818.735352
	Iteration 40F: 3 clusters Score -1.591641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -15916405.000000 Penalty: 5818.735352
	Iteration 41Q: 3 clusters Score -1.59164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 122501 members 
Entering Unmasked Estep 
Score: -15916413.000000 Penalty: 5818.735352
	Iteration 42Q: 3 clusters Score -1.591641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -15916401.000000 Penalty: 5818.735352
	Iteration 43Q: 3 clusters Score -1.59164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -15916404.000000 Penalty: 5818.735352
	Iteration 44Q: 3 clusters Score -1.59164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -15916415.000000 Penalty: 5818.735352
	Iteration 45Q: 3 clusters Score -1.591642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -15916434.000000 Penalty: 5818.735352
	Iteration 46Q: 3 clusters Score -1.591643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 122598 members 
Entering Unmasked Estep 
Score: -15916443.000000 Penalty: 5818.735352
	Iteration 47Q: 3 clusters Score -1.591644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 122622 members 
Entering Unmasked Estep 
Score: -15916430.000000 Penalty: 5818.735352
	Iteration 48Q: 3 clusters Score -1.591643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -15916435.000000 Penalty: 5818.735352
	Iteration 49Q: 3 clusters Score -1.591644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -15916445.000000 Penalty: 5818.735352
	Iteration 50Q: 3 clusters Score -1.591644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -15916461.000000 Penalty: 5818.735352
	Iteration 51Q: 3 clusters Score -1.591646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 122684 members 
Entering Unmasked Estep 
Score: -15916446.000000 Penalty: 5818.735352
	Iteration 52Q: 3 clusters Score -1.591645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -15916446.000000 Penalty: 5818.735352
	Iteration 53Q: 3 clusters Score -1.591645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -15916465.000000 Penalty: 5818.735352
	Iteration 54Q: 3 clusters Score -1.591646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 122715 members 
Entering Unmasked Estep 
Score: -15916474.000000 Penalty: 5818.735352
	Iteration 55Q: 3 clusters Score -1.591647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -15916479.000000 Penalty: 5818.735352
	Iteration 56Q: 3 clusters Score -1.591648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 57Q: 3 clusters Score -1.591648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -15916493.000000 Penalty: 5818.735352
	Iteration 58Q: 3 clusters Score -1.591649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 59Q: 3 clusters Score -1.591648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 60F: 3 clusters Score -1.591648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 61Q: 3 clusters Score -1.591648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -15916469.000000 Penalty: 5818.735352
	Iteration 62Q: 3 clusters Score -1.591647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 122771 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 63Q: 3 clusters Score -1.591648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 122777 members 
Entering Unmasked Estep 
Score: -15916473.000000 Penalty: 5818.735352
	Iteration 64Q: 3 clusters Score -1.591647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -15916472.000000 Penalty: 5818.735352
	Iteration 65Q: 3 clusters Score -1.591647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -15916477.000000 Penalty: 5818.735352
	Iteration 66Q: 3 clusters Score -1.591648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 122784 members 
Entering Unmasked Estep 
Score: -15916481.000000 Penalty: 5818.735352
	Iteration 67Q: 3 clusters Score -1.591648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -15916479.000000 Penalty: 5818.735352
	Iteration 68Q: 3 clusters Score -1.591648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -15916487.000000 Penalty: 5818.735352
	Iteration 69Q: 3 clusters Score -1.591649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -15916495.000000 Penalty: 5818.735352
	Iteration 70Q: 3 clusters Score -1.59165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -15916486.000000 Penalty: 5818.735352
	Iteration 71Q: 3 clusters Score -1.591649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -15916488.000000 Penalty: 5818.735352
	Iteration 72Q: 3 clusters Score -1.591649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -15916492.000000 Penalty: 5818.735352
	Iteration 73Q: 3 clusters Score -1.591649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -15916492.000000 Penalty: 5818.735352
	Iteration 74F: 3 clusters Score -1.591649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -388796.406250 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -388796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385472.562500 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -385472.6 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -386137.656250 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -386137.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -386356.875000 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -386356.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -386515.750000 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -386515.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -386667.718750 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -386667.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -386849.312500 Penalty: 3982.437012
	Iteration 5F: 3 clusters Score -386849.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -386988.312500 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -386988.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -387084.500000 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -387084.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -387153.843750 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -387153.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -387200.031250 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -387200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -387232.343750 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -387232.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -387265.750000 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -387265.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -387290.093750 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -387290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -387309.906250 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -387309.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -387328.281250 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -387328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -387339.093750 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -387339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -387346.250000 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -387346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -387348.218750 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -387348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -387349.250000 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -387349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -387349.250000 Penalty: 3982.437012
	Iteration 19F: 3 clusters Score -387349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126884.164062 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126884.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127368.875000 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127368.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127536.015625 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127664.617188 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -127664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127745.500000 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127745.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127806.828125 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127806.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -127846.820312 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -127873.078125 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -127873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127889.210938 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -127889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127904.562500 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -127904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -127914.671875 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -127914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -127936.992188 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -127937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127953.695312 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -127953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127960.070312 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -127960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -127969.710938 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -127969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -127974.726562 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -127974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127981.585938 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -127981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -127985.015625 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -127985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -127987.328125 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -127987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -127987.867188 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -127987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -127987.867188 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -127987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -293055.343750 Penalty: 1934.135498
	Iteration 0F: 2 clusters Score -293055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290172.406250 Penalty: 3868.270996
	Iteration 0F: 3 clusters Score -290172.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290756.625000 Penalty: 3868.270996
	Iteration 1F: 3 clusters Score -290756.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -290953.343750 Penalty: 3868.270996
	Iteration 2F: 3 clusters Score -290953.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -291087.468750 Penalty: 3868.270996
	Iteration 3F: 3 clusters Score -291087.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -291171.562500 Penalty: 3868.270996
	Iteration 4Q: 3 clusters Score -291171.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -291247.343750 Penalty: 3868.270996
	Iteration 5Q: 3 clusters Score -291247.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -291322.625000 Penalty: 3868.270996
	Iteration 6Q: 3 clusters Score -291322.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291405.125000 Penalty: 3868.270996
	Iteration 7Q: 3 clusters Score -291405.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -291475.000000 Penalty: 3868.270996
	Iteration 8Q: 3 clusters Score -291475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -291530.875000 Penalty: 3868.270996
	Iteration 9Q: 3 clusters Score -291530.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -291569.093750 Penalty: 3868.270996
	Iteration 10Q: 3 clusters Score -291569.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -291594.218750 Penalty: 3868.270996
	Iteration 11Q: 3 clusters Score -291594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -291611.218750 Penalty: 3868.270996
	Iteration 12Q: 3 clusters Score -291611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -291621.312500 Penalty: 3868.270996
	Iteration 13Q: 3 clusters Score -291621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -291627.500000 Penalty: 3868.270996
	Iteration 14Q: 3 clusters Score -291627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -291633.281250 Penalty: 3868.270996
	Iteration 15Q: 3 clusters Score -291633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -291637.031250 Penalty: 3868.270996
	Iteration 16Q: 3 clusters Score -291637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -291640.250000 Penalty: 3868.270996
	Iteration 17Q: 3 clusters Score -291640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -291642.125000 Penalty: 3868.270996
	Iteration 18Q: 3 clusters Score -291642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -291644.000000 Penalty: 3868.270996
	Iteration 19Q: 3 clusters Score -291644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -291647.093750 Penalty: 3868.270996
	Iteration 20F: 3 clusters Score -291647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -291652.531250 Penalty: 3868.270996
	Iteration 21Q: 3 clusters Score -291652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291655.812500 Penalty: 3868.270996
	Iteration 22Q: 3 clusters Score -291655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -291657.968750 Penalty: 3868.270996
	Iteration 23Q: 3 clusters Score -291658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -291658.812500 Penalty: 3868.270996
	Iteration 24Q: 3 clusters Score -291658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -291660.093750 Penalty: 3868.270996
	Iteration 25Q: 3 clusters Score -291660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -291660.250000 Penalty: 3868.270996
	Iteration 26Q: 3 clusters Score -291660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -291660.250000 Penalty: 3868.270996
	Iteration 27F: 3 clusters Score -291660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Entering Unmasked Estep 
Score: -23268286.000000 Penalty: 3004.272217
	Iteration 0F: 2 clusters Score -2.326829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -23147072.000000 Penalty: 6008.544434
	Iteration 0F: 3 clusters Score -2.314707e+07 nChanged 87519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -23199592.000000 Penalty: 6008.544434
	Iteration 1F: 3 clusters Score -2.319959e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -23201780.000000 Penalty: 6008.544434
	Iteration 2Q: 3 clusters Score -2.320178e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -23206244.000000 Penalty: 6008.544434
	Iteration 3F: 3 clusters Score -2.320624e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -23214512.000000 Penalty: 6008.544434
	Iteration 4F: 3 clusters Score -2.321451e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -23229050.000000 Penalty: 6008.544434
	Iteration 5F: 3 clusters Score -2.322905e+07 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -23247540.000000 Penalty: 6008.544434
	Iteration 6F: 3 clusters Score -2.324754e+07 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176091 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -23260080.000000 Penalty: 6008.544434
	Iteration 7F: 3 clusters Score -2.326008e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180938 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23264276.000000 Penalty: 6008.544434
	Iteration 8Q: 3 clusters Score -2.326428e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182053 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23265210.000000 Penalty: 6008.544434
	Iteration 9Q: 3 clusters Score -2.326521e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23265392.000000 Penalty: 6008.544434
	Iteration 10Q: 3 clusters Score -2.326539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23265460.000000 Penalty: 6008.544434
	Iteration 11Q: 3 clusters Score -2.326546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182265 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23265506.000000 Penalty: 6008.544434
	Iteration 12Q: 3 clusters Score -2.326551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23265528.000000 Penalty: 6008.544434
	Iteration 13Q: 3 clusters Score -2.326553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23265542.000000 Penalty: 6008.544434
	Iteration 14Q: 3 clusters Score -2.326554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23265554.000000 Penalty: 6008.544434
	Iteration 15Q: 3 clusters Score -2.326555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23265548.000000 Penalty: 6008.544434
	Iteration 16Q: 3 clusters Score -2.326555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23265558.000000 Penalty: 6008.544434
	Iteration 17Q: 3 clusters Score -2.326556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23265558.000000 Penalty: 6008.544434
	Iteration 18F: 3 clusters Score -2.326556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -435971.156250 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -435971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -432349.812500 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -432349.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -433121.250000 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -433121.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -433294.843750 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -433294.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -433424.843750 Penalty: 4058.410645
	Iteration 3Q: 3 clusters Score -433424.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -433510.468750 Penalty: 4058.410645
	Iteration 4Q: 3 clusters Score -433510.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -433579.062500 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -433579.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -433656.406250 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -433656.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -433733.375000 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -433733.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -433793.656250 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -433793.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433839.000000 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -433839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -433879.406250 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -433879.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -433926.968750 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -433927 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -433974.437500 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -433974.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -434010.562500 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -434010.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -434038.093750 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -434038.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -434065.187500 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -434065.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -434092.968750 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -434093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -434132.156250 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -434132.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -434159.906250 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -434159.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -434179.875000 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -434179.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434194.250000 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -434194.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -434206.750000 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -434206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -434215.531250 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -434215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -434221.968750 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -434222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -434226.437500 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -434226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -434234.500000 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -434234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434238.781250 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -434238.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -434242.843750 Penalty: 4058.410645
	Iteration 27Q: 3 clusters Score -434242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -434246.000000 Penalty: 4058.410645
	Iteration 28Q: 3 clusters Score -434246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -434246.875000 Penalty: 4058.410645
	Iteration 29Q: 3 clusters Score -434246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -434247.937500 Penalty: 4058.410645
	Iteration 30Q: 3 clusters Score -434247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -434250.000000 Penalty: 4058.410645
	Iteration 31Q: 3 clusters Score -434250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434250.562500 Penalty: 4058.410645
	Iteration 32Q: 3 clusters Score -434250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -434253.656250 Penalty: 4058.410645
	Iteration 33Q: 3 clusters Score -434253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -434254.343750 Penalty: 4058.410645
	Iteration 34Q: 3 clusters Score -434254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -434255.812500 Penalty: 4058.410645
	Iteration 35Q: 3 clusters Score -434255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -434255.000000 Penalty: 4058.410645
	Iteration 36Q: 3 clusters Score -434255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -434255.781250 Penalty: 4058.410645
	Iteration 37Q: 3 clusters Score -434255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -434258.656250 Penalty: 4058.410645
	Iteration 38Q: 3 clusters Score -434258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -434259.906250 Penalty: 4058.410645
	Iteration 39Q: 3 clusters Score -434259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -434259.906250 Penalty: 4058.410645
	Iteration 40F: 3 clusters Score -434259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 118 members 
Entering Unmasked Estep 
Score: -28339.425781 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28339.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28400.853516 Penalty: 2763.788330
	Iteration 1Q: 3 clusters Score -28400.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28435.041016 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28435.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28452.894531 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28452.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28452.894531 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -28452.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25240.542969 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25240.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25346.841797 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25346.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25366.992188 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25366.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25372.578125 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25372.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25376.410156 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25376.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25376.410156 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -25376.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Entering Unmasked Estep 
Score: -2985403.250000 Penalty: 2493.588379
	Iteration 0F: 2 clusters Score -2985403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2969284.750000 Penalty: 4987.176758
	Iteration 0F: 3 clusters Score -2969285 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2974569.000000 Penalty: 4987.176758
	Iteration 1F: 3 clusters Score -2974569 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2974883.500000 Penalty: 4987.176758
	Iteration 2Q: 3 clusters Score -2974884 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2975135.500000 Penalty: 4987.176758
	Iteration 3Q: 3 clusters Score -2975136 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2975350.500000 Penalty: 4987.176758
	Iteration 4Q: 3 clusters Score -2975350 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2975542.000000 Penalty: 4987.176758
	Iteration 5Q: 3 clusters Score -2975542 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2975701.250000 Penalty: 4987.176758
	Iteration 6Q: 3 clusters Score -2975701 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2975846.250000 Penalty: 4987.176758
	Iteration 7Q: 3 clusters Score -2975846 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2975990.000000 Penalty: 4987.176758
	Iteration 8Q: 3 clusters Score -2975990 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2976117.000000 Penalty: 4987.176758
	Iteration 9Q: 3 clusters Score -2976117 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2976306.250000 Penalty: 4987.176758
	Iteration 10Q: 3 clusters Score -2976306 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2976531.500000 Penalty: 4987.176758
	Iteration 11Q: 3 clusters Score -2976532 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2976855.000000 Penalty: 4987.176758
	Iteration 12Q: 3 clusters Score -2976855 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2977342.000000 Penalty: 4987.176758
	Iteration 13Q: 3 clusters Score -2977342 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2977957.250000 Penalty: 4987.176758
	Iteration 14Q: 3 clusters Score -2977957 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2978862.000000 Penalty: 4987.176758
	Iteration 15F: 3 clusters Score -2978862 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2979905.750000 Penalty: 4987.176758
	Iteration 16F: 3 clusters Score -2979906 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2980946.500000 Penalty: 4987.176758
	Iteration 17F: 3 clusters Score -2980946 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2981802.500000 Penalty: 4987.176758
	Iteration 18Q: 3 clusters Score -2981802 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2982414.000000 Penalty: 4987.176758
	Iteration 19Q: 3 clusters Score -2982414 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2982769.500000 Penalty: 4987.176758
	Iteration 20F: 3 clusters Score -2982770 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2982966.500000 Penalty: 4987.176758
	Iteration 21Q: 3 clusters Score -2982966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2983055.750000 Penalty: 4987.176758
	Iteration 22Q: 3 clusters Score -2983056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2983105.750000 Penalty: 4987.176758
	Iteration 23Q: 3 clusters Score -2983106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2983131.750000 Penalty: 4987.176758
	Iteration 24Q: 3 clusters Score -2983132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2983150.500000 Penalty: 4987.176758
	Iteration 25Q: 3 clusters Score -2983150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2983159.250000 Penalty: 4987.176758
	Iteration 26Q: 3 clusters Score -2983159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2983168.000000 Penalty: 4987.176758
	Iteration 27Q: 3 clusters Score -2983168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2983172.750000 Penalty: 4987.176758
	Iteration 28Q: 3 clusters Score -2983173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2983174.000000 Penalty: 4987.176758
	Iteration 29Q: 3 clusters Score -2983174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2983174.000000 Penalty: 4987.176758
	Iteration 30F: 3 clusters Score -2983174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -1746568.750000 Penalty: 2358.498535
	Iteration 0F: 2 clusters Score -1746569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1736578.250000 Penalty: 4716.997070
	Iteration 0F: 3 clusters Score -1736578 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1739677.375000 Penalty: 4716.997070
	Iteration 1F: 3 clusters Score -1739677 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1740010.375000 Penalty: 4716.997070
	Iteration 2F: 3 clusters Score -1740010 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1740228.750000 Penalty: 4716.997070
	Iteration 3Q: 3 clusters Score -1740229 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1740394.875000 Penalty: 4716.997070
	Iteration 4Q: 3 clusters Score -1740395 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1740523.375000 Penalty: 4716.997070
	Iteration 5Q: 3 clusters Score -1740523 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1740637.250000 Penalty: 4716.997070
	Iteration 6Q: 3 clusters Score -1740637 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1740711.625000 Penalty: 4716.997070
	Iteration 7Q: 3 clusters Score -1740712 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1740788.625000 Penalty: 4716.997070
	Iteration 8Q: 3 clusters Score -1740789 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1740849.125000 Penalty: 4716.997070
	Iteration 9Q: 3 clusters Score -1740849 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1740909.500000 Penalty: 4716.997070
	Iteration 10Q: 3 clusters Score -1740910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1740968.500000 Penalty: 4716.997070
	Iteration 11Q: 3 clusters Score -1740968 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1741023.625000 Penalty: 4716.997070
	Iteration 12Q: 3 clusters Score -1741024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1741075.750000 Penalty: 4716.997070
	Iteration 13Q: 3 clusters Score -1741076 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1741143.750000 Penalty: 4716.997070
	Iteration 14Q: 3 clusters Score -1741144 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1741242.375000 Penalty: 4716.997070
	Iteration 15Q: 3 clusters Score -1741242 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1741333.875000 Penalty: 4716.997070
	Iteration 16Q: 3 clusters Score -1741334 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1741466.750000 Penalty: 4716.997070
	Iteration 17Q: 3 clusters Score -1741467 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1741658.750000 Penalty: 4716.997070
	Iteration 18Q: 3 clusters Score -1741659 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1741888.500000 Penalty: 4716.997070
	Iteration 19Q: 3 clusters Score -1741888 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1742139.250000 Penalty: 4716.997070
	Iteration 20F: 3 clusters Score -1742139 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1742380.500000 Penalty: 4716.997070
	Iteration 21Q: 3 clusters Score -1742380 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1742648.500000 Penalty: 4716.997070
	Iteration 22Q: 3 clusters Score -1742648 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1742878.750000 Penalty: 4716.997070
	Iteration 23Q: 3 clusters Score -1742879 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1743075.875000 Penalty: 4716.997070
	Iteration 24Q: 3 clusters Score -1743076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1743243.250000 Penalty: 4716.997070
	Iteration 25Q: 3 clusters Score -1743243 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1743391.000000 Penalty: 4716.997070
	Iteration 26Q: 3 clusters Score -1743391 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1743527.250000 Penalty: 4716.997070
	Iteration 27Q: 3 clusters Score -1743527 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1743636.250000 Penalty: 4716.997070
	Iteration 28Q: 3 clusters Score -1743636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1743753.500000 Penalty: 4716.997070
	Iteration 29Q: 3 clusters Score -1743754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1743864.625000 Penalty: 4716.997070
	Iteration 30Q: 3 clusters Score -1743865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1743959.500000 Penalty: 4716.997070
	Iteration 31Q: 3 clusters Score -1743960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1744058.000000 Penalty: 4716.997070
	Iteration 32Q: 3 clusters Score -1744058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1744131.750000 Penalty: 4716.997070
	Iteration 33Q: 3 clusters Score -1744132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1744201.750000 Penalty: 4716.997070
	Iteration 34Q: 3 clusters Score -1744202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1744253.500000 Penalty: 4716.997070
	Iteration 35Q: 3 clusters Score -1744254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1744304.250000 Penalty: 4716.997070
	Iteration 36Q: 3 clusters Score -1744304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1744333.250000 Penalty: 4716.997070
	Iteration 37Q: 3 clusters Score -1744333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1744362.125000 Penalty: 4716.997070
	Iteration 38Q: 3 clusters Score -1744362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1744384.750000 Penalty: 4716.997070
	Iteration 39Q: 3 clusters Score -1744385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1744406.375000 Penalty: 4716.997070
	Iteration 40F: 3 clusters Score -1744406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1744418.000000 Penalty: 4716.997070
	Iteration 41Q: 3 clusters Score -1744418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1744424.625000 Penalty: 4716.997070
	Iteration 42Q: 3 clusters Score -1744425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1744433.125000 Penalty: 4716.997070
	Iteration 43Q: 3 clusters Score -1744433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1744444.500000 Penalty: 4716.997070
	Iteration 44Q: 3 clusters Score -1744444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1744456.000000 Penalty: 4716.997070
	Iteration 45Q: 3 clusters Score -1744456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1744461.125000 Penalty: 4716.997070
	Iteration 46Q: 3 clusters Score -1744461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1744467.875000 Penalty: 4716.997070
	Iteration 47Q: 3 clusters Score -1744468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1744473.625000 Penalty: 4716.997070
	Iteration 48Q: 3 clusters Score -1744474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1744477.625000 Penalty: 4716.997070
	Iteration 49Q: 3 clusters Score -1744478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1744483.250000 Penalty: 4716.997070
	Iteration 50Q: 3 clusters Score -1744483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1744492.625000 Penalty: 4716.997070
	Iteration 51Q: 3 clusters Score -1744493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1744496.625000 Penalty: 4716.997070
	Iteration 52Q: 3 clusters Score -1744497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1744499.125000 Penalty: 4716.997070
	Iteration 53Q: 3 clusters Score -1744499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1744502.500000 Penalty: 4716.997070
	Iteration 54Q: 3 clusters Score -1744502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1744503.875000 Penalty: 4716.997070
	Iteration 55Q: 3 clusters Score -1744504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1744508.375000 Penalty: 4716.997070
	Iteration 56Q: 3 clusters Score -1744508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1744507.750000 Penalty: 4716.997070
	Iteration 57Q: 3 clusters Score -1744508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1744507.750000 Penalty: 4716.997070
	Iteration 58F: 3 clusters Score -1744508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Entering Unmasked Estep 
Score: -1305418.250000 Penalty: 2304.373291
	Iteration 0F: 2 clusters Score -1305418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1297169.125000 Penalty: 4608.746582
	Iteration 0F: 3 clusters Score -1297169 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1299734.875000 Penalty: 4608.746582
	Iteration 1F: 3 clusters Score -1299735 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1300257.125000 Penalty: 4608.746582
	Iteration 2F: 3 clusters Score -1300257 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1300731.375000 Penalty: 4608.746582
	Iteration 3F: 3 clusters Score -1300731 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1301233.750000 Penalty: 4608.746582
	Iteration 4F: 3 clusters Score -1301234 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1301778.250000 Penalty: 4608.746582
	Iteration 5F: 3 clusters Score -1301778 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1302309.250000 Penalty: 4608.746582
	Iteration 6F: 3 clusters Score -1302309 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1302709.375000 Penalty: 4608.746582
	Iteration 7F: 3 clusters Score -1302709 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1302975.750000 Penalty: 4608.746582
	Iteration 8Q: 3 clusters Score -1302976 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1303161.500000 Penalty: 4608.746582
	Iteration 9Q: 3 clusters Score -1303162 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1303280.000000 Penalty: 4608.746582
	Iteration 10Q: 3 clusters Score -1303280 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1303347.500000 Penalty: 4608.746582
	Iteration 11Q: 3 clusters Score -1303348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1303413.125000 Penalty: 4608.746582
	Iteration 12Q: 3 clusters Score -1303413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1303459.500000 Penalty: 4608.746582
	Iteration 13Q: 3 clusters Score -1303460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1303495.250000 Penalty: 4608.746582
	Iteration 14Q: 3 clusters Score -1303495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1303517.875000 Penalty: 4608.746582
	Iteration 15Q: 3 clusters Score -1303518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1303539.750000 Penalty: 4608.746582
	Iteration 16Q: 3 clusters Score -1303540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1303559.000000 Penalty: 4608.746582
	Iteration 17Q: 3 clusters Score -1303559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1303572.375000 Penalty: 4608.746582
	Iteration 18Q: 3 clusters Score -1303572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1303582.750000 Penalty: 4608.746582
	Iteration 19Q: 3 clusters Score -1303583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1303597.875000 Penalty: 4608.746582
	Iteration 20F: 3 clusters Score -1303598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1303609.000000 Penalty: 4608.746582
	Iteration 21Q: 3 clusters Score -1303609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1303620.375000 Penalty: 4608.746582
	Iteration 22Q: 3 clusters Score -1303620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1303630.250000 Penalty: 4608.746582
	Iteration 23Q: 3 clusters Score -1303630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1303643.875000 Penalty: 4608.746582
	Iteration 24Q: 3 clusters Score -1303644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1303656.125000 Penalty: 4608.746582
	Iteration 25Q: 3 clusters Score -1303656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1303670.625000 Penalty: 4608.746582
	Iteration 26Q: 3 clusters Score -1303671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1303679.000000 Penalty: 4608.746582
	Iteration 27Q: 3 clusters Score -1303679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1303682.000000 Penalty: 4608.746582
	Iteration 28Q: 3 clusters Score -1303682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1303693.250000 Penalty: 4608.746582
	Iteration 29Q: 3 clusters Score -1303693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1303699.750000 Penalty: 4608.746582
	Iteration 30Q: 3 clusters Score -1303700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1303708.875000 Penalty: 4608.746582
	Iteration 31Q: 3 clusters Score -1303709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1303713.000000 Penalty: 4608.746582
	Iteration 32Q: 3 clusters Score -1303713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1303715.625000 Penalty: 4608.746582
	Iteration 33Q: 3 clusters Score -1303716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1303717.625000 Penalty: 4608.746582
	Iteration 34Q: 3 clusters Score -1303718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1303724.375000 Penalty: 4608.746582
	Iteration 35Q: 3 clusters Score -1303724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1303724.625000 Penalty: 4608.746582
	Iteration 36Q: 3 clusters Score -1303725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1303727.250000 Penalty: 4608.746582
	Iteration 37Q: 3 clusters Score -1303727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1303732.125000 Penalty: 4608.746582
	Iteration 38Q: 3 clusters Score -1303732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1303732.375000 Penalty: 4608.746582
	Iteration 39Q: 3 clusters Score -1303732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1303729.750000 Penalty: 4608.746582
	Iteration 40F: 3 clusters Score -1303730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1303729.750000 Penalty: 4608.746582
	Iteration 41Q: 3 clusters Score -1303730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1303729.750000 Penalty: 4608.746582
	Iteration 42F: 3 clusters Score -1303730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -910829.562500 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -910829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -904926.125000 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -904926.1 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -906478.937500 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -906478.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -906736.562500 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -906736.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -906953.187500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -906953.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -907147.062500 Penalty: 4402.489258
	Iteration 4Q: 3 clusters Score -907147.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -907343.937500 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -907343.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -907578.437500 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -907578.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -907833.687500 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -907833.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -908106.812500 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -908106.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -908359.875000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -908359.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -908593.062500 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -908593.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -908840.625000 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -908840.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -909066.687500 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -909066.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -909292.375000 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -909292.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -909450.125000 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -909450.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -909545.187500 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -909545.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -909611.437500 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -909611.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -909642.500000 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -909642.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -909663.375000 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -909663.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -909672.625000 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -909672.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -909682.125000 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -909682.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -909685.750000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -909685.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -909690.500000 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -909690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -909697.562500 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -909697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -909698.062500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -909698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -909698.875000 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -909698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -909700.187500 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -909700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -909701.375000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -909701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -909701.687500 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -909701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -909702.625000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -909702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -909704.937500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -909704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -909705.000000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -909705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -909707.000000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -909707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -909708.250000 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -909708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -909709.812500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -909709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -909711.375000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -909711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -909710.500000 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -909710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -909711.187500 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -909711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -909712.000000 Penalty: 4402.489258
	Iteration 38Q: 3 clusters Score -909712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -909711.750000 Penalty: 4402.489258
	Iteration 39Q: 3 clusters Score -909711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -909712.500000 Penalty: 4402.489258
	Iteration 40F: 3 clusters Score -909712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -909712.625000 Penalty: 4402.489258
	Iteration 41Q: 3 clusters Score -909712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -909712.625000 Penalty: 4402.489258
	Iteration 42F: 3 clusters Score -909712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -2002794.375000 Penalty: 2390.746826
	Iteration 0F: 2 clusters Score -2002794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1991821.625000 Penalty: 4781.493652
	Iteration 0F: 3 clusters Score -1991822 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1995277.875000 Penalty: 4781.493652
	Iteration 1F: 3 clusters Score -1995278 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1995692.750000 Penalty: 4781.493652
	Iteration 2F: 3 clusters Score -1995693 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1996057.125000 Penalty: 4781.493652
	Iteration 3Q: 3 clusters Score -1996057 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1996389.250000 Penalty: 4781.493652
	Iteration 4Q: 3 clusters Score -1996389 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1996672.875000 Penalty: 4781.493652
	Iteration 5Q: 3 clusters Score -1996673 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1996950.625000 Penalty: 4781.493652
	Iteration 6Q: 3 clusters Score -1996951 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1997226.875000 Penalty: 4781.493652
	Iteration 7Q: 3 clusters Score -1997227 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1997461.500000 Penalty: 4781.493652
	Iteration 8Q: 3 clusters Score -1997462 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1997705.625000 Penalty: 4781.493652
	Iteration 9Q: 3 clusters Score -1997706 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1997941.250000 Penalty: 4781.493652
	Iteration 10Q: 3 clusters Score -1997941 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1998160.500000 Penalty: 4781.493652
	Iteration 11Q: 3 clusters Score -1998160 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1998400.000000 Penalty: 4781.493652
	Iteration 12Q: 3 clusters Score -1998400 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1998613.875000 Penalty: 4781.493652
	Iteration 13Q: 3 clusters Score -1998614 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1998821.375000 Penalty: 4781.493652
	Iteration 14Q: 3 clusters Score -1998821 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1999029.500000 Penalty: 4781.493652
	Iteration 15Q: 3 clusters Score -1999030 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1999200.375000 Penalty: 4781.493652
	Iteration 16Q: 3 clusters Score -1999200 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1999343.875000 Penalty: 4781.493652
	Iteration 17Q: 3 clusters Score -1999344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1999425.625000 Penalty: 4781.493652
	Iteration 18Q: 3 clusters Score -1999426 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1999478.875000 Penalty: 4781.493652
	Iteration 19Q: 3 clusters Score -1999479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1999522.875000 Penalty: 4781.493652
	Iteration 20F: 3 clusters Score -1999523 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1999547.500000 Penalty: 4781.493652
	Iteration 21Q: 3 clusters Score -1999548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1999560.250000 Penalty: 4781.493652
	Iteration 22Q: 3 clusters Score -1999560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1999576.125000 Penalty: 4781.493652
	Iteration 23Q: 3 clusters Score -1999576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1999595.875000 Penalty: 4781.493652
	Iteration 24Q: 3 clusters Score -1999596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1999601.625000 Penalty: 4781.493652
	Iteration 25Q: 3 clusters Score -1999602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1999611.125000 Penalty: 4781.493652
	Iteration 26Q: 3 clusters Score -1999611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1999618.875000 Penalty: 4781.493652
	Iteration 27Q: 3 clusters Score -1999619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1999622.375000 Penalty: 4781.493652
	Iteration 28Q: 3 clusters Score -1999622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1999637.000000 Penalty: 4781.493652
	Iteration 29Q: 3 clusters Score -1999637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1999652.125000 Penalty: 4781.493652
	Iteration 30Q: 3 clusters Score -1999652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1999664.375000 Penalty: 4781.493652
	Iteration 31Q: 3 clusters Score -1999664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1999676.500000 Penalty: 4781.493652
	Iteration 32Q: 3 clusters Score -1999676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1999691.125000 Penalty: 4781.493652
	Iteration 33Q: 3 clusters Score -1999691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1999697.625000 Penalty: 4781.493652
	Iteration 34Q: 3 clusters Score -1999698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11123 members 
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Mstep: Class 1 contains 4213 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4032 members 
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3961 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3864 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3824 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3783 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3746 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3680 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11723 members 
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Mstep: Class 1 contains 3611 members 
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Mstep: Class 1 contains 3571 members 
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Mstep: Class 2 contains 11887 members 
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Mstep: Class 1 contains 3434 members 
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Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2696 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2550 members 
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Mstep: Class 1 contains 2473 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2411 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -2000205.500000 Penalty: 4781.493652
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Entering Unmasked Estep 
Score: -2000239.000000 Penalty: 4781.493652
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Mstep: Class 1 contains 2078 members 
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Score: -2000331.750000 Penalty: 4781.493652
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Mstep: Class 1 contains 1812 members 
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Mstep: Class 1 contains 1759 members 
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Mstep: Class 1 contains 1688 members 
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Mstep: Class 1 contains 1475 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1369 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2000551 nChanged 41
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Mstep: Class 1 contains 1332 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2000571 nChanged 32
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Mstep: Class 1 contains 1269 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2000591 nChanged 33
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Mstep: Class 1 contains 1238 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1209 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2000615 nChanged 28
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1141 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1125 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2000673 nChanged 17
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2000686 nChanged 11
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Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2000692.000000 Penalty: 4781.493652
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14318 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2000707 nChanged 20
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Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2000719 nChanged 15
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Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2000722 nChanged 8
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Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2000725.625000 Penalty: 4781.493652
	Iteration 118Q: 3 clusters Score -2000726 nChanged 3
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2000726 nChanged 4
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Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2000728.750000 Penalty: 4781.493652
	Iteration 120F: 3 clusters Score -2000729 nChanged 3
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Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2000730 nChanged 6
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Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2000733 nChanged 10
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2000735 nChanged 18
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2000746 nChanged 17
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Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2000752.375000 Penalty: 4781.493652
	Iteration 125Q: 3 clusters Score -2000752 nChanged 17
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Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2000761.625000 Penalty: 4781.493652
	Iteration 126Q: 3 clusters Score -2000762 nChanged 7
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Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2000763.500000 Penalty: 4781.493652
	Iteration 127Q: 3 clusters Score -2000764 nChanged 6
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Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2000762.500000 Penalty: 4781.493652
	Iteration 128Q: 3 clusters Score -2000762 nChanged 8
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Entering Unmasked Estep 
Score: -2000770.875000 Penalty: 4781.493652
	Iteration 129Q: 3 clusters Score -2000771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2000769.625000 Penalty: 4781.493652
	Iteration 130Q: 3 clusters Score -2000770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2000775.875000 Penalty: 4781.493652
	Iteration 131Q: 3 clusters Score -2000776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2000777.000000 Penalty: 4781.493652
	Iteration 132Q: 3 clusters Score -2000777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2000780.000000 Penalty: 4781.493652
	Iteration 133Q: 3 clusters Score -2000780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2000779.250000 Penalty: 4781.493652
	Iteration 134Q: 3 clusters Score -2000779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2000780.000000 Penalty: 4781.493652
	Iteration 135Q: 3 clusters Score -2000780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2000779.000000 Penalty: 4781.493652
	Iteration 136Q: 3 clusters Score -2000779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2000779.000000 Penalty: 4781.493652
	Iteration 137F: 3 clusters Score -2000779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68030.828125 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68030.83 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 318 members 
Entering Unmasked Estep 
Score: -66487.250000 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66487.25 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66744.203125 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66744.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66845.468750 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -66845.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66919.226562 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66919.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66989.554688 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66989.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67066.773438 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -67066.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67196.906250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -67196.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67301.570312 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67301.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67421.343750 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -67421.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67491.289062 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -67491.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67565.039062 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -67565.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67727.531250 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -67727.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67861.742188 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -67861.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67885.179688 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -67885.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67907.570312 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -67907.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67920.187500 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -67920.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67939.796875 Penalty: 3173.703125
	Iteration 16Q: 3 clusters Score -67939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67955.664062 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -67955.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67971.320312 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -67971.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67994.101562 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -67994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68002.593750 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -68002.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68006.070312 Penalty: 3173.703125
	Iteration 21Q: 3 clusters Score -68006.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68006.070312 Penalty: 3173.703125
	Iteration 22F: 3 clusters Score -68006.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Entering Unmasked Estep 
Score: -6645582.500000 Penalty: 2699.202148
	Iteration 0F: 2 clusters Score -6645582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6609796.000000 Penalty: 5398.404297
	Iteration 0F: 3 clusters Score -6609796 nChanged 24670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6623312.000000 Penalty: 5398.404297
	Iteration 1F: 3 clusters Score -6623312 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6623891.500000 Penalty: 5398.404297
	Iteration 2Q: 3 clusters Score -6623892 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6624570.500000 Penalty: 5398.404297
	Iteration 3Q: 3 clusters Score -6624570 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -6625644.500000 Penalty: 5398.404297
	Iteration 4Q: 3 clusters Score -6625644 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6627403.000000 Penalty: 5398.404297
	Iteration 5F: 3 clusters Score -6627403 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6630356.000000 Penalty: 5398.404297
	Iteration 6F: 3 clusters Score -6630356 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -6634416.000000 Penalty: 5398.404297
	Iteration 7F: 3 clusters Score -6634416 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6638594.000000 Penalty: 5398.404297
	Iteration 8F: 3 clusters Score -6638594 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6641363.500000 Penalty: 5398.404297
	Iteration 9F: 3 clusters Score -6641364 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6642623.500000 Penalty: 5398.404297
	Iteration 10Q: 3 clusters Score -6642624 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6643059.500000 Penalty: 5398.404297
	Iteration 11Q: 3 clusters Score -6643060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6643226.000000 Penalty: 5398.404297
	Iteration 12Q: 3 clusters Score -6643226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6643301.000000 Penalty: 5398.404297
	Iteration 13Q: 3 clusters Score -6643301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6643344.500000 Penalty: 5398.404297
	Iteration 14Q: 3 clusters Score -6643344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6643374.000000 Penalty: 5398.404297
	Iteration 15Q: 3 clusters Score -6643374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6643399.000000 Penalty: 5398.404297
	Iteration 16Q: 3 clusters Score -6643399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6643425.000000 Penalty: 5398.404297
	Iteration 17Q: 3 clusters Score -6643425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6643434.500000 Penalty: 5398.404297
	Iteration 18Q: 3 clusters Score -6643434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6643448.000000 Penalty: 5398.404297
	Iteration 19Q: 3 clusters Score -6643448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6643458.500000 Penalty: 5398.404297
	Iteration 20F: 3 clusters Score -6643458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6643467.500000 Penalty: 5398.404297
	Iteration 21Q: 3 clusters Score -6643468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6643484.000000 Penalty: 5398.404297
	Iteration 22Q: 3 clusters Score -6643484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6643484.000000 Penalty: 5398.404297
	Iteration 23Q: 3 clusters Score -6643484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6643487.500000 Penalty: 5398.404297
	Iteration 24Q: 3 clusters Score -6643488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6643487.500000 Penalty: 5398.404297
	Iteration 25F: 3 clusters Score -6643488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29424.970703 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29424.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29468.212891 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29468.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29492.294922 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29492.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29501.574219 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29501.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29509.447266 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -29509.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29509.447266 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -29509.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -3686858.500000 Penalty: 2543.673096
	Iteration 0F: 2 clusters Score -3686858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3667225.000000 Penalty: 5087.346191
	Iteration 0F: 3 clusters Score -3667225 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3674067.500000 Penalty: 5087.346191
	Iteration 1F: 3 clusters Score -3674068 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3674482.750000 Penalty: 5087.346191
	Iteration 2Q: 3 clusters Score -3674483 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3674854.500000 Penalty: 5087.346191
	Iteration 3Q: 3 clusters Score -3674854 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3675193.750000 Penalty: 5087.346191
	Iteration 4Q: 3 clusters Score -3675194 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3675507.500000 Penalty: 5087.346191
	Iteration 5Q: 3 clusters Score -3675508 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3675877.750000 Penalty: 5087.346191
	Iteration 6Q: 3 clusters Score -3675878 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3676275.500000 Penalty: 5087.346191
	Iteration 7Q: 3 clusters Score -3676276 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3676715.250000 Penalty: 5087.346191
	Iteration 8Q: 3 clusters Score -3676715 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3677201.750000 Penalty: 5087.346191
	Iteration 9Q: 3 clusters Score -3677202 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3677743.250000 Penalty: 5087.346191
	Iteration 10Q: 3 clusters Score -3677743 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3678302.000000 Penalty: 5087.346191
	Iteration 11Q: 3 clusters Score -3678302 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3678979.500000 Penalty: 5087.346191
	Iteration 12Q: 3 clusters Score -3678980 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3679712.750000 Penalty: 5087.346191
	Iteration 13Q: 3 clusters Score -3679713 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3680537.000000 Penalty: 5087.346191
	Iteration 14Q: 3 clusters Score -3680537 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3681256.500000 Penalty: 5087.346191
	Iteration 15Q: 3 clusters Score -3681256 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3681894.750000 Penalty: 5087.346191
	Iteration 16Q: 3 clusters Score -3681895 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3682389.250000 Penalty: 5087.346191
	Iteration 17Q: 3 clusters Score -3682389 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3682788.500000 Penalty: 5087.346191
	Iteration 18Q: 3 clusters Score -3682788 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3683124.750000 Penalty: 5087.346191
	Iteration 19Q: 3 clusters Score -3683125 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3683427.750000 Penalty: 5087.346191
	Iteration 20F: 3 clusters Score -3683428 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3683691.000000 Penalty: 5087.346191
	Iteration 21Q: 3 clusters Score -3683691 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3683968.000000 Penalty: 5087.346191
	Iteration 22Q: 3 clusters Score -3683968 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3684247.750000 Penalty: 5087.346191
	Iteration 23Q: 3 clusters Score -3684248 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3684487.750000 Penalty: 5087.346191
	Iteration 24Q: 3 clusters Score -3684488 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3684722.250000 Penalty: 5087.346191
	Iteration 25Q: 3 clusters Score -3684722 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3684933.750000 Penalty: 5087.346191
	Iteration 26Q: 3 clusters Score -3684934 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3685135.250000 Penalty: 5087.346191
	Iteration 27Q: 3 clusters Score -3685135 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3685290.000000 Penalty: 5087.346191
	Iteration 28Q: 3 clusters Score -3685290 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3685430.500000 Penalty: 5087.346191
	Iteration 29Q: 3 clusters Score -3685430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3685517.000000 Penalty: 5087.346191
	Iteration 30Q: 3 clusters Score -3685517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3685610.750000 Penalty: 5087.346191
	Iteration 31Q: 3 clusters Score -3685611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3685674.250000 Penalty: 5087.346191
	Iteration 32Q: 3 clusters Score -3685674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3685694.250000 Penalty: 5087.346191
	Iteration 33Q: 3 clusters Score -3685694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3685725.000000 Penalty: 5087.346191
	Iteration 34Q: 3 clusters Score -3685725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3685743.000000 Penalty: 5087.346191
	Iteration 35Q: 3 clusters Score -3685743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3685751.250000 Penalty: 5087.346191
	Iteration 36Q: 3 clusters Score -3685751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3685763.500000 Penalty: 5087.346191
	Iteration 37Q: 3 clusters Score -3685764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3685760.250000 Penalty: 5087.346191
	Iteration 38Q: 3 clusters Score -3685760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3685774.250000 Penalty: 5087.346191
	Iteration 39Q: 3 clusters Score -3685774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3685774.000000 Penalty: 5087.346191
	Iteration 40F: 3 clusters Score -3685774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3685779.500000 Penalty: 5087.346191
	Iteration 41Q: 3 clusters Score -3685780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3685786.500000 Penalty: 5087.346191
	Iteration 42Q: 3 clusters Score -3685786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3685789.250000 Penalty: 5087.346191
	Iteration 43Q: 3 clusters Score -3685789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3685795.500000 Penalty: 5087.346191
	Iteration 44Q: 3 clusters Score -3685796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3685801.250000 Penalty: 5087.346191
	Iteration 45Q: 3 clusters Score -3685801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3685802.500000 Penalty: 5087.346191
	Iteration 46Q: 3 clusters Score -3685802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3685808.000000 Penalty: 5087.346191
	Iteration 47Q: 3 clusters Score -3685808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3685813.500000 Penalty: 5087.346191
	Iteration 48Q: 3 clusters Score -3685814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3685806.750000 Penalty: 5087.346191
	Iteration 49Q: 3 clusters Score -3685807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3685813.250000 Penalty: 5087.346191
	Iteration 50Q: 3 clusters Score -3685813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3685815.250000 Penalty: 5087.346191
	Iteration 51Q: 3 clusters Score -3685815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3685819.250000 Penalty: 5087.346191
	Iteration 52Q: 3 clusters Score -3685819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3685820.000000 Penalty: 5087.346191
	Iteration 53Q: 3 clusters Score -3685820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3685818.750000 Penalty: 5087.346191
	Iteration 54Q: 3 clusters Score -3685819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3685822.750000 Penalty: 5087.346191
	Iteration 55Q: 3 clusters Score -3685823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3685822.750000 Penalty: 5087.346191
	Iteration 56F: 3 clusters Score -3685823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167759 members 
Entering Unmasked Estep 
Score: -21422056.000000 Penalty: 2983.510498
	Iteration 0F: 2 clusters Score -2.142206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -21313542.000000 Penalty: 5967.020996
	Iteration 0F: 3 clusters Score -2.131354e+07 nChanged 80445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -21360874.000000 Penalty: 5967.020996
	Iteration 1F: 3 clusters Score -2.136087e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -21362592.000000 Penalty: 5967.020996
	Iteration 2Q: 3 clusters Score -2.136259e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -21365036.000000 Penalty: 5967.020996
	Iteration 3Q: 3 clusters Score -2.136504e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -21368636.000000 Penalty: 5967.020996
	Iteration 4Q: 3 clusters Score -2.136864e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -21374482.000000 Penalty: 5967.020996
	Iteration 5F: 3 clusters Score -2.137448e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -21383238.000000 Penalty: 5967.020996
	Iteration 6F: 3 clusters Score -2.138324e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132111 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -21394022.000000 Penalty: 5967.020996
	Iteration 7F: 3 clusters Score -2.139402e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -21403586.000000 Penalty: 5967.020996
	Iteration 8F: 3 clusters Score -2.140359e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -21410588.000000 Penalty: 5967.020996
	Iteration 9F: 3 clusters Score -2.141059e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -21414480.000000 Penalty: 5967.020996
	Iteration 10Q: 3 clusters Score -2.141448e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -21416550.000000 Penalty: 5967.020996
	Iteration 11Q: 3 clusters Score -2.141655e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -21417806.000000 Penalty: 5967.020996
	Iteration 12Q: 3 clusters Score -2.141781e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21418464.000000 Penalty: 5967.020996
	Iteration 13Q: 3 clusters Score -2.141846e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -21418928.000000 Penalty: 5967.020996
	Iteration 14Q: 3 clusters Score -2.141893e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21419244.000000 Penalty: 5967.020996
	Iteration 15Q: 3 clusters Score -2.141924e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21419474.000000 Penalty: 5967.020996
	Iteration 16Q: 3 clusters Score -2.141947e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -21419628.000000 Penalty: 5967.020996
	Iteration 17Q: 3 clusters Score -2.141963e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21419710.000000 Penalty: 5967.020996
	Iteration 18Q: 3 clusters Score -2.141971e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21419764.000000 Penalty: 5967.020996
	Iteration 19Q: 3 clusters Score -2.141976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21419862.000000 Penalty: 5967.020996
	Iteration 20F: 3 clusters Score -2.141986e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21419914.000000 Penalty: 5967.020996
	Iteration 21Q: 3 clusters Score -2.141991e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21419962.000000 Penalty: 5967.020996
	Iteration 22Q: 3 clusters Score -2.141996e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21419994.000000 Penalty: 5967.020996
	Iteration 23Q: 3 clusters Score -2.141999e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21420052.000000 Penalty: 5967.020996
	Iteration 24Q: 3 clusters Score -2.142005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21420076.000000 Penalty: 5967.020996
	Iteration 25Q: 3 clusters Score -2.142008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166623 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21420098.000000 Penalty: 5967.020996
	Iteration 26Q: 3 clusters Score -2.14201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21420136.000000 Penalty: 5967.020996
	Iteration 27Q: 3 clusters Score -2.142014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21420132.000000 Penalty: 5967.020996
	Iteration 28Q: 3 clusters Score -2.142013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21420138.000000 Penalty: 5967.020996
	Iteration 29Q: 3 clusters Score -2.142014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21420126.000000 Penalty: 5967.020996
	Iteration 30Q: 3 clusters Score -2.142013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21420146.000000 Penalty: 5967.020996
	Iteration 31Q: 3 clusters Score -2.142015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166620 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21420164.000000 Penalty: 5967.020996
	Iteration 32Q: 3 clusters Score -2.142016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166612 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21420166.000000 Penalty: 5967.020996
	Iteration 33Q: 3 clusters Score -2.142017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21420196.000000 Penalty: 5967.020996
	Iteration 34Q: 3 clusters Score -2.14202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21420174.000000 Penalty: 5967.020996
	Iteration 35Q: 3 clusters Score -2.142017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21420180.000000 Penalty: 5967.020996
	Iteration 36Q: 3 clusters Score -2.142018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21420196.000000 Penalty: 5967.020996
	Iteration 37Q: 3 clusters Score -2.14202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21420194.000000 Penalty: 5967.020996
	Iteration 38Q: 3 clusters Score -2.142019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21420212.000000 Penalty: 5967.020996
	Iteration 39Q: 3 clusters Score -2.142021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21420228.000000 Penalty: 5967.020996
	Iteration 40F: 3 clusters Score -2.142023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21420232.000000 Penalty: 5967.020996
	Iteration 41Q: 3 clusters Score -2.142023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21420232.000000 Penalty: 5967.020996
	Iteration 42Q: 3 clusters Score -2.142023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21420252.000000 Penalty: 5967.020996
	Iteration 43Q: 3 clusters Score -2.142025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21420242.000000 Penalty: 5967.020996
	Iteration 44Q: 3 clusters Score -2.142024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21420270.000000 Penalty: 5967.020996
	Iteration 45Q: 3 clusters Score -2.142027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21420282.000000 Penalty: 5967.020996
	Iteration 46Q: 3 clusters Score -2.142028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21420292.000000 Penalty: 5967.020996
	Iteration 47Q: 3 clusters Score -2.142029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21420292.000000 Penalty: 5967.020996
	Iteration 48Q: 3 clusters Score -2.142029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21420314.000000 Penalty: 5967.020996
	Iteration 49Q: 3 clusters Score -2.142031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21420320.000000 Penalty: 5967.020996
	Iteration 50Q: 3 clusters Score -2.142032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21420320.000000 Penalty: 5967.020996
	Iteration 51Q: 3 clusters Score -2.142032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21420342.000000 Penalty: 5967.020996
	Iteration 52Q: 3 clusters Score -2.142034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21420330.000000 Penalty: 5967.020996
	Iteration 53Q: 3 clusters Score -2.142033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21420342.000000 Penalty: 5967.020996
	Iteration 54Q: 3 clusters Score -2.142034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21420348.000000 Penalty: 5967.020996
	Iteration 55Q: 3 clusters Score -2.142035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21420360.000000 Penalty: 5967.020996
	Iteration 56Q: 3 clusters Score -2.142036e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21420382.000000 Penalty: 5967.020996
	Iteration 57Q: 3 clusters Score -2.142038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21420382.000000 Penalty: 5967.020996
	Iteration 58Q: 3 clusters Score -2.142038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21420406.000000 Penalty: 5967.020996
	Iteration 59Q: 3 clusters Score -2.142041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21420400.000000 Penalty: 5967.020996
	Iteration 60F: 3 clusters Score -2.14204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21420426.000000 Penalty: 5967.020996
	Iteration 61Q: 3 clusters Score -2.142043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166184 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -21420460.000000 Penalty: 5967.020996
	Iteration 62Q: 3 clusters Score -2.142046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21420476.000000 Penalty: 5967.020996
	Iteration 63Q: 3 clusters Score -2.142048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21420476.000000 Penalty: 5967.020996
	Iteration 64Q: 3 clusters Score -2.142048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21420468.000000 Penalty: 5967.020996
	Iteration 65Q: 3 clusters Score -2.142047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 66Q: 3 clusters Score -2.142047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 67Q: 3 clusters Score -2.142047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 68Q: 3 clusters Score -2.142047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21420470.000000 Penalty: 5967.020996
	Iteration 69Q: 3 clusters Score -2.142047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21420478.000000 Penalty: 5967.020996
	Iteration 70Q: 3 clusters Score -2.142048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -21420484.000000 Penalty: 5967.020996
	Iteration 71Q: 3 clusters Score -2.142048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21420488.000000 Penalty: 5967.020996
	Iteration 72Q: 3 clusters Score -2.142049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166027 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21420464.000000 Penalty: 5967.020996
	Iteration 73Q: 3 clusters Score -2.142046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166025 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -21420480.000000 Penalty: 5967.020996
	Iteration 74Q: 3 clusters Score -2.142048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 75Q: 3 clusters Score -2.142047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21420472.000000 Penalty: 5967.020996
	Iteration 76Q: 3 clusters Score -2.142047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166013 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21420476.000000 Penalty: 5967.020996
	Iteration 77Q: 3 clusters Score -2.142048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166007 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21420458.000000 Penalty: 5967.020996
	Iteration 78Q: 3 clusters Score -2.142046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21420458.000000 Penalty: 5967.020996
	Iteration 79Q: 3 clusters Score -2.142046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165987 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -21420472.000000 Penalty: 5967.020996
	Iteration 80F: 3 clusters Score -2.142047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 81Q: 3 clusters Score -2.142047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21420462.000000 Penalty: 5967.020996
	Iteration 82Q: 3 clusters Score -2.142046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21420468.000000 Penalty: 5967.020996
	Iteration 83Q: 3 clusters Score -2.142047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -21420474.000000 Penalty: 5967.020996
	Iteration 84Q: 3 clusters Score -2.142047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21420482.000000 Penalty: 5967.020996
	Iteration 85Q: 3 clusters Score -2.142048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165950 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21420490.000000 Penalty: 5967.020996
	Iteration 86Q: 3 clusters Score -2.142049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165942 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21420502.000000 Penalty: 5967.020996
	Iteration 87Q: 3 clusters Score -2.14205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21420488.000000 Penalty: 5967.020996
	Iteration 88Q: 3 clusters Score -2.142049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165929 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21420506.000000 Penalty: 5967.020996
	Iteration 89Q: 3 clusters Score -2.142051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21420502.000000 Penalty: 5967.020996
	Iteration 90Q: 3 clusters Score -2.14205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21420500.000000 Penalty: 5967.020996
	Iteration 91Q: 3 clusters Score -2.14205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165912 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21420496.000000 Penalty: 5967.020996
	Iteration 92Q: 3 clusters Score -2.14205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165903 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21420492.000000 Penalty: 5967.020996
	Iteration 93Q: 3 clusters Score -2.142049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21420508.000000 Penalty: 5967.020996
	Iteration 94Q: 3 clusters Score -2.142051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21420508.000000 Penalty: 5967.020996
	Iteration 95Q: 3 clusters Score -2.142051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21420506.000000 Penalty: 5967.020996
	Iteration 96Q: 3 clusters Score -2.142051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21420510.000000 Penalty: 5967.020996
	Iteration 97Q: 3 clusters Score -2.142051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21420488.000000 Penalty: 5967.020996
	Iteration 98Q: 3 clusters Score -2.142049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21420500.000000 Penalty: 5967.020996
	Iteration 99Q: 3 clusters Score -2.14205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21420508.000000 Penalty: 5967.020996
	Iteration 100F: 3 clusters Score -2.142051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21420514.000000 Penalty: 5967.020996
	Iteration 101Q: 3 clusters Score -2.142051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21420500.000000 Penalty: 5967.020996
	Iteration 102Q: 3 clusters Score -2.14205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21420510.000000 Penalty: 5967.020996
	Iteration 103Q: 3 clusters Score -2.142051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21420500.000000 Penalty: 5967.020996
	Iteration 104Q: 3 clusters Score -2.14205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21420504.000000 Penalty: 5967.020996
	Iteration 105Q: 3 clusters Score -2.14205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21420504.000000 Penalty: 5967.020996
	Iteration 106Q: 3 clusters Score -2.14205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21420508.000000 Penalty: 5967.020996
	Iteration 107Q: 3 clusters Score -2.142051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21420502.000000 Penalty: 5967.020996
	Iteration 108Q: 3 clusters Score -2.14205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165813 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21420504.000000 Penalty: 5967.020996
	Iteration 109Q: 3 clusters Score -2.14205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21420512.000000 Penalty: 5967.020996
	Iteration 110Q: 3 clusters Score -2.142051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21420510.000000 Penalty: 5967.020996
	Iteration 111Q: 3 clusters Score -2.142051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165812 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21420510.000000 Penalty: 5967.020996
	Iteration 112Q: 3 clusters Score -2.142051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21420482.000000 Penalty: 5967.020996
	Iteration 113Q: 3 clusters Score -2.142048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21420494.000000 Penalty: 5967.020996
	Iteration 114Q: 3 clusters Score -2.142049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165804 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21420512.000000 Penalty: 5967.020996
	Iteration 115Q: 3 clusters Score -2.142051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -21420526.000000 Penalty: 5967.020996
	Iteration 116Q: 3 clusters Score -2.142053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21420516.000000 Penalty: 5967.020996
	Iteration 117Q: 3 clusters Score -2.142052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21420516.000000 Penalty: 5967.020996
	Iteration 118Q: 3 clusters Score -2.142052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21420512.000000 Penalty: 5967.020996
	Iteration 119Q: 3 clusters Score -2.142051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21420512.000000 Penalty: 5967.020996
	Iteration 120F: 3 clusters Score -2.142051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212790 members 
Entering Unmasked Estep 
Score: -27275486.000000 Penalty: 3042.479004
	Iteration 0F: 2 clusters Score -2.727549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 106254 members 
Entering Unmasked Estep 
Score: -27170292.000000 Penalty: 6084.958008
	Iteration 0F: 3 clusters Score -2.717029e+07 nChanged 102614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -27229950.000000 Penalty: 6084.958008
	Iteration 1F: 3 clusters Score -2.722995e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -27230806.000000 Penalty: 6084.958008
	Iteration 2Q: 3 clusters Score -2.723081e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -27231658.000000 Penalty: 6084.958008
	Iteration 3Q: 3 clusters Score -2.723166e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -27232954.000000 Penalty: 6084.958008
	Iteration 4Q: 3 clusters Score -2.723295e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -27234236.000000 Penalty: 6084.958008
	Iteration 5Q: 3 clusters Score -2.723424e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -27235814.000000 Penalty: 6084.958008
	Iteration 6Q: 3 clusters Score -2.723581e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -27237410.000000 Penalty: 6084.958008
	Iteration 7Q: 3 clusters Score -2.723741e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -27239120.000000 Penalty: 6084.958008
	Iteration 8Q: 3 clusters Score -2.723912e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -27241056.000000 Penalty: 6084.958008
	Iteration 9Q: 3 clusters Score -2.724106e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -27243456.000000 Penalty: 6084.958008
	Iteration 10Q: 3 clusters Score -2.724346e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -27245712.000000 Penalty: 6084.958008
	Iteration 11Q: 3 clusters Score -2.724571e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -27247998.000000 Penalty: 6084.958008
	Iteration 12Q: 3 clusters Score -2.7248e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -27250512.000000 Penalty: 6084.958008
	Iteration 13Q: 3 clusters Score -2.725051e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -27253158.000000 Penalty: 6084.958008
	Iteration 14Q: 3 clusters Score -2.725316e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -27256076.000000 Penalty: 6084.958008
	Iteration 15Q: 3 clusters Score -2.725608e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -27259324.000000 Penalty: 6084.958008
	Iteration 16Q: 3 clusters Score -2.725932e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -27262794.000000 Penalty: 6084.958008
	Iteration 17Q: 3 clusters Score -2.726279e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -27265986.000000 Penalty: 6084.958008
	Iteration 18Q: 3 clusters Score -2.726599e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -27268716.000000 Penalty: 6084.958008
	Iteration 19Q: 3 clusters Score -2.726872e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -27270882.000000 Penalty: 6084.958008
	Iteration 20F: 3 clusters Score -2.727088e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -27272310.000000 Penalty: 6084.958008
	Iteration 21Q: 3 clusters Score -2.727231e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -27272794.000000 Penalty: 6084.958008
	Iteration 22Q: 3 clusters Score -2.727279e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -27272790.000000 Penalty: 6084.958008
	Iteration 23Q: 3 clusters Score -2.727279e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -27272950.000000 Penalty: 6084.958008
	Iteration 24Q: 3 clusters Score -2.727295e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144495 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -27272894.000000 Penalty: 6084.958008
	Iteration 25Q: 3 clusters Score -2.727289e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -27272870.000000 Penalty: 6084.958008
	Iteration 26Q: 3 clusters Score -2.727287e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -27272842.000000 Penalty: 6084.958008
	Iteration 27Q: 3 clusters Score -2.727284e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -27272922.000000 Penalty: 6084.958008
	Iteration 28Q: 3 clusters Score -2.727292e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139761 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -27272906.000000 Penalty: 6084.958008
	Iteration 29Q: 3 clusters Score -2.727291e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138473 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -27272868.000000 Penalty: 6084.958008
	Iteration 30Q: 3 clusters Score -2.727287e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -27272764.000000 Penalty: 6084.958008
	Iteration 31Q: 3 clusters Score -2.727276e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -27272670.000000 Penalty: 6084.958008
	Iteration 32Q: 3 clusters Score -2.727267e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -27272738.000000 Penalty: 6084.958008
	Iteration 33Q: 3 clusters Score -2.727274e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -27272746.000000 Penalty: 6084.958008
	Iteration 34Q: 3 clusters Score -2.727275e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -27272746.000000 Penalty: 6084.958008
	Iteration 35Q: 3 clusters Score -2.727275e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129522 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -27272644.000000 Penalty: 6084.958008
	Iteration 36Q: 3 clusters Score -2.727264e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -27272612.000000 Penalty: 6084.958008
	Iteration 37Q: 3 clusters Score -2.727261e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126093 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -27272630.000000 Penalty: 6084.958008
	Iteration 38Q: 3 clusters Score -2.727263e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -27272672.000000 Penalty: 6084.958008
	Iteration 39Q: 3 clusters Score -2.727267e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -27272724.000000 Penalty: 6084.958008
	Iteration 40F: 3 clusters Score -2.727272e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -27272754.000000 Penalty: 6084.958008
	Iteration 41Q: 3 clusters Score -2.727275e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -27272744.000000 Penalty: 6084.958008
	Iteration 42Q: 3 clusters Score -2.727274e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -27272792.000000 Penalty: 6084.958008
	Iteration 43Q: 3 clusters Score -2.727279e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -27272932.000000 Penalty: 6084.958008
	Iteration 44Q: 3 clusters Score -2.727293e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -27272920.000000 Penalty: 6084.958008
	Iteration 45Q: 3 clusters Score -2.727292e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -27272934.000000 Penalty: 6084.958008
	Iteration 46Q: 3 clusters Score -2.727293e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -27273044.000000 Penalty: 6084.958008
	Iteration 47Q: 3 clusters Score -2.727304e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -27273108.000000 Penalty: 6084.958008
	Iteration 48Q: 3 clusters Score -2.727311e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -27273274.000000 Penalty: 6084.958008
	Iteration 49Q: 3 clusters Score -2.727327e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -27273422.000000 Penalty: 6084.958008
	Iteration 50Q: 3 clusters Score -2.727342e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -27273410.000000 Penalty: 6084.958008
	Iteration 51Q: 3 clusters Score -2.727341e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -27273560.000000 Penalty: 6084.958008
	Iteration 52Q: 3 clusters Score -2.727356e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -27273704.000000 Penalty: 6084.958008
	Iteration 53Q: 3 clusters Score -2.72737e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -27274072.000000 Penalty: 6084.958008
	Iteration 54Q: 3 clusters Score -2.727407e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 128350 members 
Entering Unmasked Estep 
Score: -27274604.000000 Penalty: 6084.958008
	Iteration 55Q: 3 clusters Score -2.72746e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 133533 members 
Entering Unmasked Estep 
Score: -27275536.000000 Penalty: 6084.958008
	Iteration 56Q: 3 clusters Score -2.727554e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -27276680.000000 Penalty: 6084.958008
	Iteration 57Q: 3 clusters Score -2.727668e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 147022 members 
Entering Unmasked Estep 
Score: -27277518.000000 Penalty: 6084.958008
	Iteration 58Q: 3 clusters Score -2.727752e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 155586 members 
Entering Unmasked Estep 
Score: -27278482.000000 Penalty: 6084.958008
	Iteration 59Q: 3 clusters Score -2.727848e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -27279484.000000 Penalty: 6084.958008
	Iteration 60F: 3 clusters Score -2.727948e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -27280506.000000 Penalty: 6084.958008
	Iteration 61F: 3 clusters Score -2.728051e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 188738 members 
Entering Unmasked Estep 
Score: -27278890.000000 Penalty: 6084.958008
	Iteration 62F: 3 clusters Score -2.727889e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 198608 members 
Entering Unmasked Estep 
Score: -27276684.000000 Penalty: 6084.958008
	Iteration 63Q: 3 clusters Score -2.727668e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 205049 members 
Entering Unmasked Estep 
Score: -27275036.000000 Penalty: 6084.958008
	Iteration 64Q: 3 clusters Score -2.727504e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 208652 members 
Entering Unmasked Estep 
Score: -27273880.000000 Penalty: 6084.958008
	Iteration 65Q: 3 clusters Score -2.727388e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 210506 members 
Entering Unmasked Estep 
Score: -27273328.000000 Penalty: 6084.958008
	Iteration 66Q: 3 clusters Score -2.727333e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 211498 members 
Entering Unmasked Estep 
Score: -27273146.000000 Penalty: 6084.958008
	Iteration 67Q: 3 clusters Score -2.727315e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 211954 members 
Entering Unmasked Estep 
Score: -27273112.000000 Penalty: 6084.958008
	Iteration 68Q: 3 clusters Score -2.727311e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 212159 members 
Entering Unmasked Estep 
Score: -27273100.000000 Penalty: 6084.958008
	Iteration 69Q: 3 clusters Score -2.72731e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 212259 members 
Entering Unmasked Estep 
Score: -27273122.000000 Penalty: 6084.958008
	Iteration 70Q: 3 clusters Score -2.727312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 212311 members 
Entering Unmasked Estep 
Score: -27273114.000000 Penalty: 6084.958008
	Iteration 71Q: 3 clusters Score -2.727311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 212332 members 
Entering Unmasked Estep 
Score: -27273124.000000 Penalty: 6084.958008
	Iteration 72Q: 3 clusters Score -2.727312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -27273106.000000 Penalty: 6084.958008
	Iteration 73Q: 3 clusters Score -2.727311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 212361 members 
Entering Unmasked Estep 
Score: -27273106.000000 Penalty: 6084.958008
	Iteration 74Q: 3 clusters Score -2.727311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 212370 members 
Entering Unmasked Estep 
Score: -27273108.000000 Penalty: 6084.958008
	Iteration 75Q: 3 clusters Score -2.727311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 212381 members 
Entering Unmasked Estep 
Score: -27273102.000000 Penalty: 6084.958008
	Iteration 76Q: 3 clusters Score -2.72731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 212388 members 
Entering Unmasked Estep 
Score: -27273108.000000 Penalty: 6084.958008
	Iteration 77Q: 3 clusters Score -2.727311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 212392 members 
Entering Unmasked Estep 
Score: -27273134.000000 Penalty: 6084.958008
	Iteration 78Q: 3 clusters Score -2.727313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212397 members 
Entering Unmasked Estep 
Score: -27273120.000000 Penalty: 6084.958008
	Iteration 79Q: 3 clusters Score -2.727312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212400 members 
Entering Unmasked Estep 
Score: -27273118.000000 Penalty: 6084.958008
	Iteration 80F: 3 clusters Score -2.727312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212402 members 
Entering Unmasked Estep 
Score: -27273140.000000 Penalty: 6084.958008
	Iteration 81Q: 3 clusters Score -2.727314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 212403 members 
Entering Unmasked Estep 
Score: -27273136.000000 Penalty: 6084.958008
	Iteration 82Q: 3 clusters Score -2.727314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212402 members 
Entering Unmasked Estep 
Score: -27273142.000000 Penalty: 6084.958008
	Iteration 83Q: 3 clusters Score -2.727314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212402 members 
Entering Unmasked Estep 
Score: -27273142.000000 Penalty: 6084.958008
	Iteration 84F: 3 clusters Score -2.727314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Entering Unmasked Estep 
Score: -5155602.500000 Penalty: 2626.160889
	Iteration 0F: 2 clusters Score -5155602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5128788.000000 Penalty: 5252.321777
	Iteration 0F: 3 clusters Score -5128788 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5138524.000000 Penalty: 5252.321777
	Iteration 1F: 3 clusters Score -5138524 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5138968.500000 Penalty: 5252.321777
	Iteration 2Q: 3 clusters Score -5138968 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -5139344.500000 Penalty: 5252.321777
	Iteration 3Q: 3 clusters Score -5139344 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5139657.000000 Penalty: 5252.321777
	Iteration 4Q: 3 clusters Score -5139657 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5139965.500000 Penalty: 5252.321777
	Iteration 5Q: 3 clusters Score -5139966 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5140350.500000 Penalty: 5252.321777
	Iteration 6Q: 3 clusters Score -5140350 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -5140720.500000 Penalty: 5252.321777
	Iteration 7Q: 3 clusters Score -5140720 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5141189.000000 Penalty: 5252.321777
	Iteration 8Q: 3 clusters Score -5141189 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -5141753.500000 Penalty: 5252.321777
	Iteration 9Q: 3 clusters Score -5141754 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5142509.500000 Penalty: 5252.321777
	Iteration 10Q: 3 clusters Score -5142510 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5143499.500000 Penalty: 5252.321777
	Iteration 11Q: 3 clusters Score -5143500 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5144780.000000 Penalty: 5252.321777
	Iteration 12F: 3 clusters Score -5144780 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5146413.500000 Penalty: 5252.321777
	Iteration 13F: 3 clusters Score -5146414 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5148031.000000 Penalty: 5252.321777
	Iteration 14F: 3 clusters Score -5148031 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -5149206.500000 Penalty: 5252.321777
	Iteration 15Q: 3 clusters Score -5149206 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5149981.000000 Penalty: 5252.321777
	Iteration 16Q: 3 clusters Score -5149981 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5150449.500000 Penalty: 5252.321777
	Iteration 17Q: 3 clusters Score -5150450 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5150790.500000 Penalty: 5252.321777
	Iteration 18Q: 3 clusters Score -5150790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5151059.000000 Penalty: 5252.321777
	Iteration 19Q: 3 clusters Score -5151059 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5151269.500000 Penalty: 5252.321777
	Iteration 20F: 3 clusters Score -5151270 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -5151486.500000 Penalty: 5252.321777
	Iteration 21Q: 3 clusters Score -5151486 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5151666.000000 Penalty: 5252.321777
	Iteration 22Q: 3 clusters Score -5151666 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5151848.000000 Penalty: 5252.321777
	Iteration 23Q: 3 clusters Score -5151848 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -5151969.000000 Penalty: 5252.321777
	Iteration 24Q: 3 clusters Score -5151969 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5152104.500000 Penalty: 5252.321777
	Iteration 25Q: 3 clusters Score -5152104 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5152252.000000 Penalty: 5252.321777
	Iteration 26Q: 3 clusters Score -5152252 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5152393.500000 Penalty: 5252.321777
	Iteration 27Q: 3 clusters Score -5152394 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5152486.000000 Penalty: 5252.321777
	Iteration 28Q: 3 clusters Score -5152486 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5152596.500000 Penalty: 5252.321777
	Iteration 29Q: 3 clusters Score -5152596 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5152685.000000 Penalty: 5252.321777
	Iteration 30Q: 3 clusters Score -5152685 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5152767.000000 Penalty: 5252.321777
	Iteration 31Q: 3 clusters Score -5152767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5152855.000000 Penalty: 5252.321777
	Iteration 32Q: 3 clusters Score -5152855 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5152934.000000 Penalty: 5252.321777
	Iteration 33Q: 3 clusters Score -5152934 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5153013.500000 Penalty: 5252.321777
	Iteration 34Q: 3 clusters Score -5153014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5153066.000000 Penalty: 5252.321777
	Iteration 35Q: 3 clusters Score -5153066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5153097.500000 Penalty: 5252.321777
	Iteration 36Q: 3 clusters Score -5153098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5153149.000000 Penalty: 5252.321777
	Iteration 37Q: 3 clusters Score -5153149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5153163.000000 Penalty: 5252.321777
	Iteration 38Q: 3 clusters Score -5153163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5153203.000000 Penalty: 5252.321777
	Iteration 39Q: 3 clusters Score -5153203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5153224.500000 Penalty: 5252.321777
	Iteration 40F: 3 clusters Score -5153224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5153235.500000 Penalty: 5252.321777
	Iteration 41Q: 3 clusters Score -5153236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5153259.000000 Penalty: 5252.321777
	Iteration 42Q: 3 clusters Score -5153259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5153281.000000 Penalty: 5252.321777
	Iteration 43Q: 3 clusters Score -5153281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5153322.000000 Penalty: 5252.321777
	Iteration 44Q: 3 clusters Score -5153322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5153326.000000 Penalty: 5252.321777
	Iteration 45Q: 3 clusters Score -5153326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5153346.000000 Penalty: 5252.321777
	Iteration 46Q: 3 clusters Score -5153346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5153345.500000 Penalty: 5252.321777
	Iteration 47Q: 3 clusters Score -5153346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5153365.000000 Penalty: 5252.321777
	Iteration 48Q: 3 clusters Score -5153365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5153366.000000 Penalty: 5252.321777
	Iteration 49Q: 3 clusters Score -5153366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5153389.000000 Penalty: 5252.321777
	Iteration 50Q: 3 clusters Score -5153389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5153394.000000 Penalty: 5252.321777
	Iteration 51Q: 3 clusters Score -5153394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5153415.500000 Penalty: 5252.321777
	Iteration 52Q: 3 clusters Score -5153416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5153410.000000 Penalty: 5252.321777
	Iteration 53Q: 3 clusters Score -5153410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5153406.500000 Penalty: 5252.321777
	Iteration 54Q: 3 clusters Score -5153406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5153414.500000 Penalty: 5252.321777
	Iteration 55Q: 3 clusters Score -5153414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5153413.000000 Penalty: 5252.321777
	Iteration 56Q: 3 clusters Score -5153413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5153416.500000 Penalty: 5252.321777
	Iteration 57Q: 3 clusters Score -5153416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5153419.500000 Penalty: 5252.321777
	Iteration 58Q: 3 clusters Score -5153420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5153427.000000 Penalty: 5252.321777
	Iteration 59Q: 3 clusters Score -5153427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5153425.500000 Penalty: 5252.321777
	Iteration 60F: 3 clusters Score -5153426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5153425.500000 Penalty: 5252.321777
	Iteration 61Q: 3 clusters Score -5153426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5153416.000000 Penalty: 5252.321777
	Iteration 62Q: 3 clusters Score -5153416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5153423.000000 Penalty: 5252.321777
	Iteration 63Q: 3 clusters Score -5153423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5153422.500000 Penalty: 5252.321777
	Iteration 64Q: 3 clusters Score -5153422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5153424.500000 Penalty: 5252.321777
	Iteration 65Q: 3 clusters Score -5153424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5153435.000000 Penalty: 5252.321777
	Iteration 66Q: 3 clusters Score -5153435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5153439.500000 Penalty: 5252.321777
	Iteration 67Q: 3 clusters Score -5153440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5153434.000000 Penalty: 5252.321777
	Iteration 68Q: 3 clusters Score -5153434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5153442.000000 Penalty: 5252.321777
	Iteration 69Q: 3 clusters Score -5153442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5153447.500000 Penalty: 5252.321777
	Iteration 70Q: 3 clusters Score -5153448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5153445.000000 Penalty: 5252.321777
	Iteration 71Q: 3 clusters Score -5153445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5153448.000000 Penalty: 5252.321777
	Iteration 72Q: 3 clusters Score -5153448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5153445.000000 Penalty: 5252.321777
	Iteration 73Q: 3 clusters Score -5153445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5153458.500000 Penalty: 5252.321777
	Iteration 74Q: 3 clusters Score -5153458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5153459.000000 Penalty: 5252.321777
	Iteration 75Q: 3 clusters Score -5153459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5153463.500000 Penalty: 5252.321777
	Iteration 76Q: 3 clusters Score -5153464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5153460.500000 Penalty: 5252.321777
	Iteration 77Q: 3 clusters Score -5153460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5153463.000000 Penalty: 5252.321777
	Iteration 78Q: 3 clusters Score -5153463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5153462.500000 Penalty: 5252.321777
	Iteration 79Q: 3 clusters Score -5153462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5153455.000000 Penalty: 5252.321777
	Iteration 80F: 3 clusters Score -5153455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5153458.500000 Penalty: 5252.321777
	Iteration 81Q: 3 clusters Score -5153458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5153462.000000 Penalty: 5252.321777
	Iteration 82Q: 3 clusters Score -5153462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5153462.000000 Penalty: 5252.321777
	Iteration 83F: 3 clusters Score -5153462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Entering Unmasked Estep 
Score: -2686273.250000 Penalty: 2464.440674
	Iteration 0F: 2 clusters Score -2686273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2671752.250000 Penalty: 4928.881348
	Iteration 0F: 3 clusters Score -2671752 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2676537.000000 Penalty: 4928.881348
	Iteration 1F: 3 clusters Score -2676537 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2676945.250000 Penalty: 4928.881348
	Iteration 2F: 3 clusters Score -2676945 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2677309.000000 Penalty: 4928.881348
	Iteration 3Q: 3 clusters Score -2677309 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2677715.000000 Penalty: 4928.881348
	Iteration 4Q: 3 clusters Score -2677715 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2678193.250000 Penalty: 4928.881348
	Iteration 5Q: 3 clusters Score -2678193 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2678778.750000 Penalty: 4928.881348
	Iteration 6F: 3 clusters Score -2678779 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2679583.750000 Penalty: 4928.881348
	Iteration 7F: 3 clusters Score -2679584 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2680575.750000 Penalty: 4928.881348
	Iteration 8F: 3 clusters Score -2680576 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2681585.250000 Penalty: 4928.881348
	Iteration 9F: 3 clusters Score -2681585 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2682425.000000 Penalty: 4928.881348
	Iteration 10Q: 3 clusters Score -2682425 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2682990.750000 Penalty: 4928.881348
	Iteration 11Q: 3 clusters Score -2682991 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2683294.750000 Penalty: 4928.881348
	Iteration 12Q: 3 clusters Score -2683295 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2683459.750000 Penalty: 4928.881348
	Iteration 13Q: 3 clusters Score -2683460 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2683583.750000 Penalty: 4928.881348
	Iteration 14Q: 3 clusters Score -2683584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2683684.250000 Penalty: 4928.881348
	Iteration 15Q: 3 clusters Score -2683684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2683759.750000 Penalty: 4928.881348
	Iteration 16Q: 3 clusters Score -2683760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2683811.000000 Penalty: 4928.881348
	Iteration 17Q: 3 clusters Score -2683811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2683848.000000 Penalty: 4928.881348
	Iteration 18Q: 3 clusters Score -2683848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2683876.250000 Penalty: 4928.881348
	Iteration 19Q: 3 clusters Score -2683876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2683901.750000 Penalty: 4928.881348
	Iteration 20F: 3 clusters Score -2683902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2683918.000000 Penalty: 4928.881348
	Iteration 21Q: 3 clusters Score -2683918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2683928.000000 Penalty: 4928.881348
	Iteration 22Q: 3 clusters Score -2683928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2683930.750000 Penalty: 4928.881348
	Iteration 23Q: 3 clusters Score -2683931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2683937.250000 Penalty: 4928.881348
	Iteration 24Q: 3 clusters Score -2683937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2683951.500000 Penalty: 4928.881348
	Iteration 25Q: 3 clusters Score -2683952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2683963.750000 Penalty: 4928.881348
	Iteration 26Q: 3 clusters Score -2683964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2683972.750000 Penalty: 4928.881348
	Iteration 27Q: 3 clusters Score -2683973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2683989.750000 Penalty: 4928.881348
	Iteration 28Q: 3 clusters Score -2683990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2684001.750000 Penalty: 4928.881348
	Iteration 29Q: 3 clusters Score -2684002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2684007.750000 Penalty: 4928.881348
	Iteration 30Q: 3 clusters Score -2684008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2684023.250000 Penalty: 4928.881348
	Iteration 31Q: 3 clusters Score -2684023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2684034.000000 Penalty: 4928.881348
	Iteration 32Q: 3 clusters Score -2684034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2684041.250000 Penalty: 4928.881348
	Iteration 33Q: 3 clusters Score -2684041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2684054.250000 Penalty: 4928.881348
	Iteration 34Q: 3 clusters Score -2684054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2684072.250000 Penalty: 4928.881348
	Iteration 35Q: 3 clusters Score -2684072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2684080.500000 Penalty: 4928.881348
	Iteration 36Q: 3 clusters Score -2684080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2684080.000000 Penalty: 4928.881348
	Iteration 37Q: 3 clusters Score -2684080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2684088.750000 Penalty: 4928.881348
	Iteration 38Q: 3 clusters Score -2684089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2684088.250000 Penalty: 4928.881348
	Iteration 39Q: 3 clusters Score -2684088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2684090.500000 Penalty: 4928.881348
	Iteration 40F: 3 clusters Score -2684090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2684094.250000 Penalty: 4928.881348
	Iteration 41Q: 3 clusters Score -2684094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2684094.500000 Penalty: 4928.881348
	Iteration 42Q: 3 clusters Score -2684094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2684095.750000 Penalty: 4928.881348
	Iteration 43Q: 3 clusters Score -2684096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2684099.000000 Penalty: 4928.881348
	Iteration 44Q: 3 clusters Score -2684099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2684096.250000 Penalty: 4928.881348
	Iteration 45Q: 3 clusters Score -2684096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2684094.000000 Penalty: 4928.881348
	Iteration 46Q: 3 clusters Score -2684094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2684093.500000 Penalty: 4928.881348
	Iteration 47Q: 3 clusters Score -2684094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2684093.500000 Penalty: 4928.881348
	Iteration 48F: 3 clusters Score -2684094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Entering Unmasked Estep 
Score: -1354126.875000 Penalty: 2293.867432
	Iteration 0F: 2 clusters Score -1354127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1346278.125000 Penalty: 4587.734863
	Iteration 0F: 3 clusters Score -1346278 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1348565.500000 Penalty: 4587.734863
	Iteration 1F: 3 clusters Score -1348566 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1348919.250000 Penalty: 4587.734863
	Iteration 2F: 3 clusters Score -1348919 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1349177.875000 Penalty: 4587.734863
	Iteration 3F: 3 clusters Score -1349178 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1349402.625000 Penalty: 4587.734863
	Iteration 4Q: 3 clusters Score -1349403 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1349619.500000 Penalty: 4587.734863
	Iteration 5Q: 3 clusters Score -1349620 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1349896.875000 Penalty: 4587.734863
	Iteration 6Q: 3 clusters Score -1349897 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1350208.625000 Penalty: 4587.734863
	Iteration 7Q: 3 clusters Score -1350209 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1350511.375000 Penalty: 4587.734863
	Iteration 8Q: 3 clusters Score -1350511 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1350823.750000 Penalty: 4587.734863
	Iteration 9Q: 3 clusters Score -1350824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1351128.000000 Penalty: 4587.734863
	Iteration 10Q: 3 clusters Score -1351128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1351389.750000 Penalty: 4587.734863
	Iteration 11Q: 3 clusters Score -1351390 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1351598.625000 Penalty: 4587.734863
	Iteration 12Q: 3 clusters Score -1351599 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1351766.375000 Penalty: 4587.734863
	Iteration 13Q: 3 clusters Score -1351766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1351894.375000 Penalty: 4587.734863
	Iteration 14Q: 3 clusters Score -1351894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1351968.500000 Penalty: 4587.734863
	Iteration 15Q: 3 clusters Score -1351968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1352016.625000 Penalty: 4587.734863
	Iteration 16Q: 3 clusters Score -1352017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1352059.375000 Penalty: 4587.734863
	Iteration 17Q: 3 clusters Score -1352059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1352085.375000 Penalty: 4587.734863
	Iteration 18Q: 3 clusters Score -1352085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1352103.250000 Penalty: 4587.734863
	Iteration 19Q: 3 clusters Score -1352103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1352121.500000 Penalty: 4587.734863
	Iteration 20F: 3 clusters Score -1352122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1352132.375000 Penalty: 4587.734863
	Iteration 21Q: 3 clusters Score -1352132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1352139.750000 Penalty: 4587.734863
	Iteration 22Q: 3 clusters Score -1352140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1352140.750000 Penalty: 4587.734863
	Iteration 23Q: 3 clusters Score -1352141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1352141.375000 Penalty: 4587.734863
	Iteration 24Q: 3 clusters Score -1352141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1352141.375000 Penalty: 4587.734863
	Iteration 25F: 3 clusters Score -1352141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117450.523438 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117450.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117700.531250 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117770.453125 Penalty: 3411.649902
	Iteration 2Q: 3 clusters Score -117770.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117811.687500 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117811.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117843.398438 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117843.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117866.843750 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117883.757812 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117900.695312 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117910.656250 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -117910.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117918.726562 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -117918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117927.992188 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -117928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117934.570312 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -117934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117941.070312 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -117941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117951.343750 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -117951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117955.953125 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -117956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117959.265625 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -117959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117963.500000 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -117963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117964.804688 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -117964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117967.562500 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -117967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117968.445312 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -117968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117970.523438 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -117970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117972.929688 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -117972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117977.242188 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -117977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117979.171875 Penalty: 3411.649902
	Iteration 23Q: 3 clusters Score -117979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117983.773438 Penalty: 3411.649902
	Iteration 24Q: 3 clusters Score -117983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117986.195312 Penalty: 3411.649902
	Iteration 25Q: 3 clusters Score -117986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117987.125000 Penalty: 3411.649902
	Iteration 26Q: 3 clusters Score -117987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117989.382812 Penalty: 3411.649902
	Iteration 27Q: 3 clusters Score -117989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117995.929688 Penalty: 3411.649902
	Iteration 28Q: 3 clusters Score -117995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118004.546875 Penalty: 3411.649902
	Iteration 29Q: 3 clusters Score -118004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118009.523438 Penalty: 3411.649902
	Iteration 30Q: 3 clusters Score -118009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118015.007812 Penalty: 3411.649902
	Iteration 31Q: 3 clusters Score -118015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118023.476562 Penalty: 3411.649902
	Iteration 32Q: 3 clusters Score -118023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118027.968750 Penalty: 3411.649902
	Iteration 33Q: 3 clusters Score -118028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118034.132812 Penalty: 3411.649902
	Iteration 34Q: 3 clusters Score -118034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118039.179688 Penalty: 3411.649902
	Iteration 35Q: 3 clusters Score -118039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118041.554688 Penalty: 3411.649902
	Iteration 36Q: 3 clusters Score -118041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118043.015625 Penalty: 3411.649902
	Iteration 37Q: 3 clusters Score -118043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118052.812500 Penalty: 3411.649902
	Iteration 38Q: 3 clusters Score -118052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118072.203125 Penalty: 3411.649902
	Iteration 39Q: 3 clusters Score -118072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118108.093750 Penalty: 3411.649902
	Iteration 40F: 3 clusters Score -118108.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118150.726562 Penalty: 3411.649902
	Iteration 41Q: 3 clusters Score -118150.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118194.406250 Penalty: 3411.649902
	Iteration 42Q: 3 clusters Score -118194.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118249.632812 Penalty: 3411.649902
	Iteration 43Q: 3 clusters Score -118249.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118327.812500 Penalty: 3411.649902
	Iteration 44Q: 3 clusters Score -118327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118427.593750 Penalty: 3411.649902
	Iteration 45Q: 3 clusters Score -118427.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118565.203125 Penalty: 3411.649902
	Iteration 46Q: 3 clusters Score -118565.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118641.679688 Penalty: 3411.649902
	Iteration 47Q: 3 clusters Score -118641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118691.148438 Penalty: 3411.649902
	Iteration 48Q: 3 clusters Score -118691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118736.757812 Penalty: 3411.649902
	Iteration 49Q: 3 clusters Score -118736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118785.421875 Penalty: 3411.649902
	Iteration 50Q: 3 clusters Score -118785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118837.148438 Penalty: 3411.649902
	Iteration 51Q: 3 clusters Score -118837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118852.679688 Penalty: 3411.649902
	Iteration 52Q: 3 clusters Score -118852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118870.609375 Penalty: 3411.649902
	Iteration 53Q: 3 clusters Score -118870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118878.367188 Penalty: 3411.649902
	Iteration 54Q: 3 clusters Score -118878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118882.476562 Penalty: 3411.649902
	Iteration 55Q: 3 clusters Score -118882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118888.851562 Penalty: 3411.649902
	Iteration 56Q: 3 clusters Score -118888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118891.070312 Penalty: 3411.649902
	Iteration 57Q: 3 clusters Score -118891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118894.593750 Penalty: 3411.649902
	Iteration 58Q: 3 clusters Score -118894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118895.523438 Penalty: 3411.649902
	Iteration 59Q: 3 clusters Score -118895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118895.523438 Penalty: 3411.649902
	Iteration 60F: 3 clusters Score -118895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -245119.593750 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -245119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242565.968750 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -242566 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242961.000000 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -242961 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243063.109375 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -243063.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -243123.484375 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -243123.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243168.515625 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -243168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243188.343750 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -243188.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -243201.312500 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -243201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -243209.906250 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -243209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243217.156250 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -243217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243220.984375 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -243221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243224.734375 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -243224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243228.718750 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -243228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243229.671875 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -243229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243231.109375 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -243231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243231.718750 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -243231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -243232.343750 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -243232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243234.000000 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -243234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243235.156250 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -243235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243239.734375 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -243239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243244.093750 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -243244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -243246.171875 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -243246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -243249.171875 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -243249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243251.093750 Penalty: 3759.520752
	Iteration 22Q: 3 clusters Score -243251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243256.578125 Penalty: 3759.520752
	Iteration 23Q: 3 clusters Score -243256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243260.515625 Penalty: 3759.520752
	Iteration 24Q: 3 clusters Score -243260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243261.171875 Penalty: 3759.520752
	Iteration 25Q: 3 clusters Score -243261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243261.171875 Penalty: 3759.520752
	Iteration 26F: 3 clusters Score -243261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182408 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 10849 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28474 members 
Mstep: Class 18 contains 167759 members 
Mstep: Class 19 contains 212790 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10399 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064200.000000 Penalty: 81763.039062
Iteration 399Q: 25 clusters Score -1.160642e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28481 members 
Mstep: Class 18 contains 167755 members 
Mstep: Class 19 contains 212790 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064296.000000 Penalty: 81763.039062
Iteration 400F: 25 clusters Score -1.160643e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28483 members 
Mstep: Class 18 contains 167752 members 
Mstep: Class 19 contains 212788 members 
Mstep: Class 20 contains 39711 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10402 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064288.000000 Penalty: 81763.039062
Iteration 401Q: 25 clusters Score -1.160643e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182416 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53309 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28485 members 
Mstep: Class 18 contains 167747 members 
Mstep: Class 19 contains 212788 members 
Mstep: Class 20 contains 39712 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064280.000000 Penalty: 81763.039062
Iteration 402Q: 25 clusters Score -1.160643e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182415 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 10851 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53309 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 167743 members 
Mstep: Class 19 contains 212790 members 
Mstep: Class 20 contains 39709 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 10409 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064280.000000 Penalty: 81763.039062
Iteration 403Q: 25 clusters Score -1.160643e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 167736 members 
Mstep: Class 19 contains 212785 members 
Mstep: Class 20 contains 39708 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10415 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064272.000000 Penalty: 81763.039062
Iteration 404Q: 25 clusters Score -1.160643e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124414 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182415 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 10850 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53311 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 167729 members 
Mstep: Class 19 contains 212787 members 
Mstep: Class 20 contains 39709 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064248.000000 Penalty: 81763.039062
Iteration 405Q: 25 clusters Score -1.160642e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182415 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53312 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28487 members 
Mstep: Class 18 contains 167721 members 
Mstep: Class 19 contains 212788 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064232.000000 Penalty: 81763.039062
Iteration 406Q: 25 clusters Score -1.160642e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182408 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53314 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28490 members 
Mstep: Class 18 contains 167713 members 
Mstep: Class 19 contains 212792 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 81763.039062
Iteration 407Q: 25 clusters Score -1.160643e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124439 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53314 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28491 members 
Mstep: Class 18 contains 167704 members 
Mstep: Class 19 contains 212796 members 
Mstep: Class 20 contains 39706 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064272.000000 Penalty: 81763.039062
Iteration 408Q: 25 clusters Score -1.160643e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124447 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182414 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53314 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 167695 members 
Mstep: Class 19 contains 212797 members 
Mstep: Class 20 contains 39708 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10421 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064248.000000 Penalty: 81763.039062
Iteration 409Q: 25 clusters Score -1.160642e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182422 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53314 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28497 members 
Mstep: Class 18 contains 167685 members 
Mstep: Class 19 contains 212800 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10421 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064296.000000 Penalty: 81763.039062
Iteration 410Q: 25 clusters Score -1.160643e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182431 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53313 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28504 members 
Mstep: Class 18 contains 167683 members 
Mstep: Class 19 contains 212799 members 
Mstep: Class 20 contains 39702 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064320.000000 Penalty: 81763.039062
Iteration 411Q: 25 clusters Score -1.160643e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182431 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13436 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53315 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28511 members 
Mstep: Class 18 contains 167680 members 
Mstep: Class 19 contains 212797 members 
Mstep: Class 20 contains 39700 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064352.000000 Penalty: 81763.039062
Iteration 412Q: 25 clusters Score -1.160644e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182426 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 11 contains 10855 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53318 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28513 members 
Mstep: Class 18 contains 167678 members 
Mstep: Class 19 contains 212801 members 
Mstep: Class 20 contains 39699 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064296.000000 Penalty: 81763.039062
Iteration 413Q: 25 clusters Score -1.160643e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182426 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23265 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53322 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28516 members 
Mstep: Class 18 contains 167676 members 
Mstep: Class 19 contains 212804 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10419 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064328.000000 Penalty: 81763.039062
Iteration 414Q: 25 clusters Score -1.160643e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124482 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182429 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13406 members 
Mstep: Class 11 contains 10856 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28521 members 
Mstep: Class 18 contains 167666 members 
Mstep: Class 19 contains 212804 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064384.000000 Penalty: 81763.039062
Iteration 415Q: 25 clusters Score -1.160644e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182428 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13397 members 
Mstep: Class 11 contains 10858 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53322 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28522 members 
Mstep: Class 18 contains 167663 members 
Mstep: Class 19 contains 212806 members 
Mstep: Class 20 contains 39696 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064312.000000 Penalty: 81763.039062
Iteration 416Q: 25 clusters Score -1.160643e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182424 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13397 members 
Mstep: Class 11 contains 10858 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 167662 members 
Mstep: Class 19 contains 212807 members 
Mstep: Class 20 contains 39693 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064264.000000 Penalty: 81763.039062
Iteration 417Q: 25 clusters Score -1.160643e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124502 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182422 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13394 members 
Mstep: Class 11 contains 10858 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53322 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167659 members 
Mstep: Class 19 contains 212807 members 
Mstep: Class 20 contains 39694 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064328.000000 Penalty: 81763.039062
Iteration 418Q: 25 clusters Score -1.160643e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182416 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13389 members 
Mstep: Class 11 contains 10858 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167658 members 
Mstep: Class 19 contains 212807 members 
Mstep: Class 20 contains 39696 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064344.000000 Penalty: 81763.039062
Iteration 419Q: 25 clusters Score -1.160643e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 10859 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167654 members 
Mstep: Class 19 contains 212810 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064408.000000 Penalty: 81763.039062
Iteration 420F: 25 clusters Score -1.160644e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 10859 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167655 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064344.000000 Penalty: 81763.039062
Iteration 421Q: 25 clusters Score -1.160643e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 10860 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167659 members 
Mstep: Class 19 contains 212812 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064384.000000 Penalty: 81763.039062
Iteration 422Q: 25 clusters Score -1.160644e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124522 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182414 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 10860 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167655 members 
Mstep: Class 19 contains 212810 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 81763.039062
Iteration 423Q: 25 clusters Score -1.160644e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182414 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167651 members 
Mstep: Class 19 contains 212812 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064400.000000 Penalty: 81763.039062
Iteration 424Q: 25 clusters Score -1.160644e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10863 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167649 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064408.000000 Penalty: 81763.039062
Iteration 425Q: 25 clusters Score -1.160644e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10864 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167647 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 81763.039062
Iteration 426Q: 25 clusters Score -1.160644e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167646 members 
Mstep: Class 19 contains 212810 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 81763.039062
Iteration 427Q: 25 clusters Score -1.160644e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124529 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182412 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167646 members 
Mstep: Class 19 contains 212810 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064408.000000 Penalty: 81763.039062
Iteration 428Q: 25 clusters Score -1.160644e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182411 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 167645 members 
Mstep: Class 19 contains 212809 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064424.000000 Penalty: 81763.039062
Iteration 429Q: 25 clusters Score -1.160644e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182409 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167643 members 
Mstep: Class 19 contains 212809 members 
Mstep: Class 20 contains 39698 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064416.000000 Penalty: 81763.039062
Iteration 430Q: 25 clusters Score -1.160644e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167640 members 
Mstep: Class 19 contains 212809 members 
Mstep: Class 20 contains 39699 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064392.000000 Penalty: 81763.039062
Iteration 431Q: 25 clusters Score -1.160644e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167640 members 
Mstep: Class 19 contains 212810 members 
Mstep: Class 20 contains 39699 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064392.000000 Penalty: 81763.039062
Iteration 432Q: 25 clusters Score -1.160644e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167640 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39700 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064392.000000 Penalty: 81763.039062
Iteration 433Q: 25 clusters Score -1.160644e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167639 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39701 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064368.000000 Penalty: 81763.039062
Iteration 434Q: 25 clusters Score -1.160644e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167639 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39701 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064368.000000 Penalty: 81763.039062
Iteration 435F: 25 clusters Score -1.160644e+08 nChanged 0
Entering ConstructFrom: 
Score: -116064368.000000 Penalty: 81763.039062
Entering ConstructFrom: 
Trying to split cluster 1 (124535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Entering Unmasked Estep 
Score: -15934547.000000 Penalty: 2909.620850
	Iteration 0F: 2 clusters Score -1.593455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -15851537.000000 Penalty: 5819.241699
	Iteration 0F: 3 clusters Score -1.585154e+07 nChanged 59338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -15885880.000000 Penalty: 5819.241699
	Iteration 1F: 3 clusters Score -1.588588e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -15887224.000000 Penalty: 5819.241699
	Iteration 2Q: 3 clusters Score -1.588722e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -15889150.000000 Penalty: 5819.241699
	Iteration 3Q: 3 clusters Score -1.588915e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -15892298.000000 Penalty: 5819.241699
	Iteration 4F: 3 clusters Score -1.58923e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -15896987.000000 Penalty: 5819.241699
	Iteration 5F: 3 clusters Score -1.589699e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -15904133.000000 Penalty: 5819.241699
	Iteration 6F: 3 clusters Score -1.590413e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -15912743.000000 Penalty: 5819.241699
	Iteration 7F: 3 clusters Score -1.591274e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -15920987.000000 Penalty: 5819.241699
	Iteration 8F: 3 clusters Score -1.592099e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -15925201.000000 Penalty: 5819.241699
	Iteration 9Q: 3 clusters Score -1.59252e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -15926575.000000 Penalty: 5819.241699
	Iteration 10Q: 3 clusters Score -1.592658e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -15927420.000000 Penalty: 5819.241699
	Iteration 11Q: 3 clusters Score -1.592742e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -15927937.000000 Penalty: 5819.241699
	Iteration 12Q: 3 clusters Score -1.592794e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -15928307.000000 Penalty: 5819.241699
	Iteration 13Q: 3 clusters Score -1.592831e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -15928696.000000 Penalty: 5819.241699
	Iteration 14Q: 3 clusters Score -1.59287e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 109569 members 
Entering Unmasked Estep 
Score: -15929021.000000 Penalty: 5819.241699
	Iteration 15Q: 3 clusters Score -1.592902e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -15929350.000000 Penalty: 5819.241699
	Iteration 16Q: 3 clusters Score -1.592935e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -15929572.000000 Penalty: 5819.241699
	Iteration 17Q: 3 clusters Score -1.592957e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -15929797.000000 Penalty: 5819.241699
	Iteration 18Q: 3 clusters Score -1.59298e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -15929968.000000 Penalty: 5819.241699
	Iteration 19Q: 3 clusters Score -1.592997e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -15930211.000000 Penalty: 5819.241699
	Iteration 20F: 3 clusters Score -1.593021e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -15930366.000000 Penalty: 5819.241699
	Iteration 21Q: 3 clusters Score -1.593037e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 115116 members 
Entering Unmasked Estep 
Score: -15930563.000000 Penalty: 5819.241699
	Iteration 22Q: 3 clusters Score -1.593056e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -15930751.000000 Penalty: 5819.241699
	Iteration 23Q: 3 clusters Score -1.593075e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -15930921.000000 Penalty: 5819.241699
	Iteration 24Q: 3 clusters Score -1.593092e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -15931090.000000 Penalty: 5819.241699
	Iteration 25Q: 3 clusters Score -1.593109e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
Score: -15931294.000000 Penalty: 5819.241699
	Iteration 26Q: 3 clusters Score -1.593129e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -15931430.000000 Penalty: 5819.241699
	Iteration 27Q: 3 clusters Score -1.593143e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -15931594.000000 Penalty: 5819.241699
	Iteration 28Q: 3 clusters Score -1.593159e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -15931761.000000 Penalty: 5819.241699
	Iteration 29Q: 3 clusters Score -1.593176e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -15931819.000000 Penalty: 5819.241699
	Iteration 30Q: 3 clusters Score -1.593182e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -15931887.000000 Penalty: 5819.241699
	Iteration 31Q: 3 clusters Score -1.593189e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -15931961.000000 Penalty: 5819.241699
	Iteration 32Q: 3 clusters Score -1.593196e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -15931987.000000 Penalty: 5819.241699
	Iteration 33Q: 3 clusters Score -1.593199e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -15932053.000000 Penalty: 5819.241699
	Iteration 34Q: 3 clusters Score -1.593205e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -15932140.000000 Penalty: 5819.241699
	Iteration 35Q: 3 clusters Score -1.593214e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 120750 members 
Entering Unmasked Estep 
Score: -15932133.000000 Penalty: 5819.241699
	Iteration 36Q: 3 clusters Score -1.593213e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -15932186.000000 Penalty: 5819.241699
	Iteration 37Q: 3 clusters Score -1.593219e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 120996 members 
Entering Unmasked Estep 
Score: -15932187.000000 Penalty: 5819.241699
	Iteration 38Q: 3 clusters Score -1.593219e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -15932236.000000 Penalty: 5819.241699
	Iteration 39Q: 3 clusters Score -1.593224e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -15932255.000000 Penalty: 5819.241699
	Iteration 40F: 3 clusters Score -1.593226e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -15932294.000000 Penalty: 5819.241699
	Iteration 41Q: 3 clusters Score -1.593229e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -15932305.000000 Penalty: 5819.241699
	Iteration 42Q: 3 clusters Score -1.59323e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -15932291.000000 Penalty: 5819.241699
	Iteration 43Q: 3 clusters Score -1.593229e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -15932266.000000 Penalty: 5819.241699
	Iteration 44Q: 3 clusters Score -1.593227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -15932263.000000 Penalty: 5819.241699
	Iteration 45Q: 3 clusters Score -1.593226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -15932293.000000 Penalty: 5819.241699
	Iteration 46Q: 3 clusters Score -1.593229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -15932289.000000 Penalty: 5819.241699
	Iteration 47Q: 3 clusters Score -1.593229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -15932303.000000 Penalty: 5819.241699
	Iteration 48Q: 3 clusters Score -1.59323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -15932294.000000 Penalty: 5819.241699
	Iteration 49Q: 3 clusters Score -1.593229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -15932323.000000 Penalty: 5819.241699
	Iteration 50Q: 3 clusters Score -1.593232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -15932320.000000 Penalty: 5819.241699
	Iteration 51Q: 3 clusters Score -1.593232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -15932320.000000 Penalty: 5819.241699
	Iteration 52Q: 3 clusters Score -1.593232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15932328.000000 Penalty: 5819.241699
	Iteration 53Q: 3 clusters Score -1.593233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 122004 members 
Entering Unmasked Estep 
Score: -15932340.000000 Penalty: 5819.241699
	Iteration 54Q: 3 clusters Score -1.593234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 122045 members 
Entering Unmasked Estep 
Score: -15932340.000000 Penalty: 5819.241699
	Iteration 55Q: 3 clusters Score -1.593234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -15932327.000000 Penalty: 5819.241699
	Iteration 56Q: 3 clusters Score -1.593233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 122109 members 
Entering Unmasked Estep 
Score: -15932329.000000 Penalty: 5819.241699
	Iteration 57Q: 3 clusters Score -1.593233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 122137 members 
Entering Unmasked Estep 
Score: -15932336.000000 Penalty: 5819.241699
	Iteration 58Q: 3 clusters Score -1.593234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 122166 members 
Entering Unmasked Estep 
Score: -15932348.000000 Penalty: 5819.241699
	Iteration 59Q: 3 clusters Score -1.593235e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -15932357.000000 Penalty: 5819.241699
	Iteration 60F: 3 clusters Score -1.593236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -15932384.000000 Penalty: 5819.241699
	Iteration 61Q: 3 clusters Score -1.593238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -15932405.000000 Penalty: 5819.241699
	Iteration 62Q: 3 clusters Score -1.59324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 122252 members 
Entering Unmasked Estep 
Score: -15932412.000000 Penalty: 5819.241699
	Iteration 63Q: 3 clusters Score -1.593241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -15932401.000000 Penalty: 5819.241699
	Iteration 64Q: 3 clusters Score -1.59324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5819.241699
	Iteration 65Q: 3 clusters Score -1.59324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -15932383.000000 Penalty: 5819.241699
	Iteration 66Q: 3 clusters Score -1.593238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -15932380.000000 Penalty: 5819.241699
	Iteration 67Q: 3 clusters Score -1.593238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 122320 members 
Entering Unmasked Estep 
Score: -15932387.000000 Penalty: 5819.241699
	Iteration 68Q: 3 clusters Score -1.593239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -15932382.000000 Penalty: 5819.241699
	Iteration 69Q: 3 clusters Score -1.593238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -15932395.000000 Penalty: 5819.241699
	Iteration 70Q: 3 clusters Score -1.59324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 122354 members 
Entering Unmasked Estep 
Score: -15932388.000000 Penalty: 5819.241699
	Iteration 71Q: 3 clusters Score -1.593239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -15932392.000000 Penalty: 5819.241699
	Iteration 72Q: 3 clusters Score -1.593239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -15932389.000000 Penalty: 5819.241699
	Iteration 73Q: 3 clusters Score -1.593239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5819.241699
	Iteration 74Q: 3 clusters Score -1.59324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -15932387.000000 Penalty: 5819.241699
	Iteration 75Q: 3 clusters Score -1.593239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -15932395.000000 Penalty: 5819.241699
	Iteration 76Q: 3 clusters Score -1.59324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -15932386.000000 Penalty: 5819.241699
	Iteration 77Q: 3 clusters Score -1.593239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -15932386.000000 Penalty: 5819.241699
	Iteration 78Q: 3 clusters Score -1.593239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -15932403.000000 Penalty: 5819.241699
	Iteration 79Q: 3 clusters Score -1.59324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -15932410.000000 Penalty: 5819.241699
	Iteration 80F: 3 clusters Score -1.593241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -15932406.000000 Penalty: 5819.241699
	Iteration 81Q: 3 clusters Score -1.593241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5819.241699
	Iteration 82Q: 3 clusters Score -1.59324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -15932391.000000 Penalty: 5819.241699
	Iteration 83Q: 3 clusters Score -1.593239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5819.241699
	Iteration 84Q: 3 clusters Score -1.59324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -15932382.000000 Penalty: 5819.241699
	Iteration 85Q: 3 clusters Score -1.593238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 122447 members 
Entering Unmasked Estep 
Score: -15932394.000000 Penalty: 5819.241699
	Iteration 86Q: 3 clusters Score -1.593239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -15932414.000000 Penalty: 5819.241699
	Iteration 87Q: 3 clusters Score -1.593241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -15932421.000000 Penalty: 5819.241699
	Iteration 88Q: 3 clusters Score -1.593242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -15932426.000000 Penalty: 5819.241699
	Iteration 89Q: 3 clusters Score -1.593243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 122479 members 
Entering Unmasked Estep 
Score: -15932423.000000 Penalty: 5819.241699
	Iteration 90Q: 3 clusters Score -1.593242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -15932426.000000 Penalty: 5819.241699
	Iteration 91Q: 3 clusters Score -1.593243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -15932430.000000 Penalty: 5819.241699
	Iteration 92Q: 3 clusters Score -1.593243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -15932428.000000 Penalty: 5819.241699
	Iteration 93Q: 3 clusters Score -1.593243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 122516 members 
Entering Unmasked Estep 
Score: -15932430.000000 Penalty: 5819.241699
	Iteration 94Q: 3 clusters Score -1.593243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -15932435.000000 Penalty: 5819.241699
	Iteration 95Q: 3 clusters Score -1.593244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -15932425.000000 Penalty: 5819.241699
	Iteration 96Q: 3 clusters Score -1.593242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -15932421.000000 Penalty: 5819.241699
	Iteration 97Q: 3 clusters Score -1.593242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -15932433.000000 Penalty: 5819.241699
	Iteration 98Q: 3 clusters Score -1.593243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 122574 members 
Entering Unmasked Estep 
Score: -15932433.000000 Penalty: 5819.241699
	Iteration 99Q: 3 clusters Score -1.593243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 122580 members 
Entering Unmasked Estep 
Score: -15932431.000000 Penalty: 5819.241699
	Iteration 100F: 3 clusters Score -1.593243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -15932438.000000 Penalty: 5819.241699
	Iteration 101Q: 3 clusters Score -1.593244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -15932444.000000 Penalty: 5819.241699
	Iteration 102Q: 3 clusters Score -1.593244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -15932449.000000 Penalty: 5819.241699
	Iteration 103Q: 3 clusters Score -1.593245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -15932455.000000 Penalty: 5819.241699
	Iteration 104Q: 3 clusters Score -1.593246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 122622 members 
Entering Unmasked Estep 
Score: -15932446.000000 Penalty: 5819.241699
	Iteration 105Q: 3 clusters Score -1.593245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -15932444.000000 Penalty: 5819.241699
	Iteration 106Q: 3 clusters Score -1.593244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -15932444.000000 Penalty: 5819.241699
	Iteration 107Q: 3 clusters Score -1.593244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -15932426.000000 Penalty: 5819.241699
	Iteration 108Q: 3 clusters Score -1.593243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 122654 members 
Entering Unmasked Estep 
Score: -15932447.000000 Penalty: 5819.241699
	Iteration 109Q: 3 clusters Score -1.593245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -15932447.000000 Penalty: 5819.241699
	Iteration 110Q: 3 clusters Score -1.593245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 122673 members 
Entering Unmasked Estep 
Score: -15932443.000000 Penalty: 5819.241699
	Iteration 111Q: 3 clusters Score -1.593244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -15932447.000000 Penalty: 5819.241699
	Iteration 112Q: 3 clusters Score -1.593245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -15932445.000000 Penalty: 5819.241699
	Iteration 113Q: 3 clusters Score -1.593244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -15932444.000000 Penalty: 5819.241699
	Iteration 114Q: 3 clusters Score -1.593244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -15932444.000000 Penalty: 5819.241699
	Iteration 115F: 3 clusters Score -1.593244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -388532.687500 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -388532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -385196.156250 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -385196.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -385918.906250 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -385918.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -386186.281250 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -386186.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -386365.156250 Penalty: 3982.113525
	Iteration 3F: 3 clusters Score -386365.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -386498.218750 Penalty: 3982.113525
	Iteration 4Q: 3 clusters Score -386498.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -386590.343750 Penalty: 3982.113525
	Iteration 5Q: 3 clusters Score -386590.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -386663.281250 Penalty: 3982.113525
	Iteration 6Q: 3 clusters Score -386663.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -386710.125000 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -386710.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -386746.093750 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -386746.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -386780.031250 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -386780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -386805.468750 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -386805.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -386825.250000 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -386825.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -386847.281250 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -386847.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -386866.781250 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -386866.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -386880.250000 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -386880.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -386890.812500 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -386890.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -386904.343750 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -386904.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -386918.812500 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -386918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -386933.750000 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -386933.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -386946.531250 Penalty: 3982.113525
	Iteration 19Q: 3 clusters Score -386946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -386957.781250 Penalty: 3982.113525
	Iteration 20F: 3 clusters Score -386957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -386967.531250 Penalty: 3982.113525
	Iteration 21Q: 3 clusters Score -386967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -386974.156250 Penalty: 3982.113525
	Iteration 22Q: 3 clusters Score -386974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -386982.843750 Penalty: 3982.113525
	Iteration 23Q: 3 clusters Score -386982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -386991.875000 Penalty: 3982.113525
	Iteration 24Q: 3 clusters Score -386991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -387001.125000 Penalty: 3982.113525
	Iteration 25Q: 3 clusters Score -387001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -387006.437500 Penalty: 3982.113525
	Iteration 26Q: 3 clusters Score -387006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -387013.156250 Penalty: 3982.113525
	Iteration 27Q: 3 clusters Score -387013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -387017.625000 Penalty: 3982.113525
	Iteration 28Q: 3 clusters Score -387017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -387020.406250 Penalty: 3982.113525
	Iteration 29Q: 3 clusters Score -387020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -387021.187500 Penalty: 3982.113525
	Iteration 30Q: 3 clusters Score -387021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -387021.187500 Penalty: 3982.113525
	Iteration 31F: 3 clusters Score -387021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -128756.585938 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -128756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126815.273438 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -126815.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127245.656250 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -127245.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127403.601562 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -127403.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127505.960938 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -127506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127573.492188 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -127573.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127686.101562 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -127686.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127840.281250 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -127840.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128006.445312 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -128006.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128181.656250 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -128181.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128319.835938 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -128319.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128402.679688 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -128402.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128461.757812 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -128461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128485.796875 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -128485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128498.179688 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -128498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128510.437500 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -128510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128518.726562 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -128518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128524.054688 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -128524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128526.976562 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -128527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128527.789062 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -128527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128527.789062 Penalty: 3459.341553
	Iteration 19F: 3 clusters Score -128527.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -293177.656250 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -293177.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -290277.875000 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -290277.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290908.531250 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -290908.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -291091.000000 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -291091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291205.531250 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -291205.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -291291.843750 Penalty: 3868.474365
	Iteration 4Q: 3 clusters Score -291291.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291364.718750 Penalty: 3868.474365
	Iteration 5Q: 3 clusters Score -291364.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -291425.687500 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -291425.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -291489.531250 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -291489.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291553.062500 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -291553.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -291614.906250 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -291614.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -291672.000000 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -291672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -291707.125000 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -291707.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -291740.156250 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -291740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -291761.000000 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -291761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -291772.718750 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -291772.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -291783.875000 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -291783.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -291802.812500 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -291802.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -291817.656250 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -291817.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -291835.468750 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -291835.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -291856.343750 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -291856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -291871.906250 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -291871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291912.593750 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -291912.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -291931.968750 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -291932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -291941.218750 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -291941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -291948.312500 Penalty: 3868.474365
	Iteration 24Q: 3 clusters Score -291948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -291951.500000 Penalty: 3868.474365
	Iteration 25Q: 3 clusters Score -291951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -291952.562500 Penalty: 3868.474365
	Iteration 26Q: 3 clusters Score -291952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -291953.656250 Penalty: 3868.474365
	Iteration 27Q: 3 clusters Score -291953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291954.656250 Penalty: 3868.474365
	Iteration 28Q: 3 clusters Score -291954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -291956.343750 Penalty: 3868.474365
	Iteration 29Q: 3 clusters Score -291956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291956.781250 Penalty: 3868.474365
	Iteration 30Q: 3 clusters Score -291956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291956.781250 Penalty: 3868.474365
	Iteration 31F: 3 clusters Score -291956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182410 members 
Entering Unmasked Estep 
Score: -23268754.000000 Penalty: 3004.274902
	Iteration 0F: 2 clusters Score -2.326875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -23148050.000000 Penalty: 6008.549805
	Iteration 0F: 3 clusters Score -2.314805e+07 nChanged 87202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -23199468.000000 Penalty: 6008.549805
	Iteration 1F: 3 clusters Score -2.319947e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -23201756.000000 Penalty: 6008.549805
	Iteration 2Q: 3 clusters Score -2.320176e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -23205632.000000 Penalty: 6008.549805
	Iteration 3Q: 3 clusters Score -2.320563e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -23211958.000000 Penalty: 6008.549805
	Iteration 4F: 3 clusters Score -2.321196e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -23222160.000000 Penalty: 6008.549805
	Iteration 5F: 3 clusters Score -2.322216e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 124795 members 
Entering Unmasked Estep 
Score: -23235716.000000 Penalty: 6008.549805
	Iteration 6F: 3 clusters Score -2.323572e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -23248058.000000 Penalty: 6008.549805
	Iteration 7F: 3 clusters Score -2.324806e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -23255096.000000 Penalty: 6008.549805
	Iteration 8Q: 3 clusters Score -2.32551e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 138255 members 
Entering Unmasked Estep 
Score: -23258020.000000 Penalty: 6008.549805
	Iteration 9Q: 3 clusters Score -2.325802e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -23259610.000000 Penalty: 6008.549805
	Iteration 10Q: 3 clusters Score -2.325961e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 142350 members 
Entering Unmasked Estep 
Score: -23260772.000000 Penalty: 6008.549805
	Iteration 11Q: 3 clusters Score -2.326077e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 144049 members 
Entering Unmasked Estep 
Score: -23261688.000000 Penalty: 6008.549805
	Iteration 12Q: 3 clusters Score -2.326169e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
Score: -23262312.000000 Penalty: 6008.549805
	Iteration 13Q: 3 clusters Score -2.326231e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -23262840.000000 Penalty: 6008.549805
	Iteration 14Q: 3 clusters Score -2.326284e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -23263332.000000 Penalty: 6008.549805
	Iteration 15Q: 3 clusters Score -2.326333e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -23263672.000000 Penalty: 6008.549805
	Iteration 16Q: 3 clusters Score -2.326367e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 150808 members 
Entering Unmasked Estep 
Score: -23264016.000000 Penalty: 6008.549805
	Iteration 17Q: 3 clusters Score -2.326402e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -23264354.000000 Penalty: 6008.549805
	Iteration 18Q: 3 clusters Score -2.326435e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -23264600.000000 Penalty: 6008.549805
	Iteration 19Q: 3 clusters Score -2.32646e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -23264716.000000 Penalty: 6008.549805
	Iteration 20F: 3 clusters Score -2.326472e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -23265032.000000 Penalty: 6008.549805
	Iteration 21Q: 3 clusters Score -2.326503e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -23265258.000000 Penalty: 6008.549805
	Iteration 22Q: 3 clusters Score -2.326526e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 157632 members 
Entering Unmasked Estep 
Score: -23265450.000000 Penalty: 6008.549805
	Iteration 23Q: 3 clusters Score -2.326545e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -23265698.000000 Penalty: 6008.549805
	Iteration 24Q: 3 clusters Score -2.32657e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -23265902.000000 Penalty: 6008.549805
	Iteration 25Q: 3 clusters Score -2.32659e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -23266090.000000 Penalty: 6008.549805
	Iteration 26Q: 3 clusters Score -2.326609e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -23266228.000000 Penalty: 6008.549805
	Iteration 27Q: 3 clusters Score -2.326623e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -23266330.000000 Penalty: 6008.549805
	Iteration 28Q: 3 clusters Score -2.326633e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 163693 members 
Entering Unmasked Estep 
Score: -23266466.000000 Penalty: 6008.549805
	Iteration 29Q: 3 clusters Score -2.326647e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -23266552.000000 Penalty: 6008.549805
	Iteration 30Q: 3 clusters Score -2.326655e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -23266596.000000 Penalty: 6008.549805
	Iteration 31Q: 3 clusters Score -2.32666e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -23266670.000000 Penalty: 6008.549805
	Iteration 32Q: 3 clusters Score -2.326667e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -23266784.000000 Penalty: 6008.549805
	Iteration 33Q: 3 clusters Score -2.326678e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -23266812.000000 Penalty: 6008.549805
	Iteration 34Q: 3 clusters Score -2.326681e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 168217 members 
Entering Unmasked Estep 
Score: -23266844.000000 Penalty: 6008.549805
	Iteration 35Q: 3 clusters Score -2.326684e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -23266808.000000 Penalty: 6008.549805
	Iteration 36Q: 3 clusters Score -2.326681e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -23266782.000000 Penalty: 6008.549805
	Iteration 37Q: 3 clusters Score -2.326678e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -23266832.000000 Penalty: 6008.549805
	Iteration 38Q: 3 clusters Score -2.326683e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -23266892.000000 Penalty: 6008.549805
	Iteration 39Q: 3 clusters Score -2.326689e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6008.549805
	Iteration 40F: 3 clusters Score -2.326688e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -23266900.000000 Penalty: 6008.549805
	Iteration 41Q: 3 clusters Score -2.32669e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 42Q: 3 clusters Score -2.326686e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -23266910.000000 Penalty: 6008.549805
	Iteration 43Q: 3 clusters Score -2.326691e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 172621 members 
Entering Unmasked Estep 
Score: -23266910.000000 Penalty: 6008.549805
	Iteration 44Q: 3 clusters Score -2.326691e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -23266914.000000 Penalty: 6008.549805
	Iteration 45Q: 3 clusters Score -2.326691e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -23266936.000000 Penalty: 6008.549805
	Iteration 46Q: 3 clusters Score -2.326694e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 173691 members 
Entering Unmasked Estep 
Score: -23266826.000000 Penalty: 6008.549805
	Iteration 47Q: 3 clusters Score -2.326683e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 173988 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6008.549805
	Iteration 48Q: 3 clusters Score -2.326688e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -23266906.000000 Penalty: 6008.549805
	Iteration 49Q: 3 clusters Score -2.326691e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -23266950.000000 Penalty: 6008.549805
	Iteration 50Q: 3 clusters Score -2.326695e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 174738 members 
Entering Unmasked Estep 
Score: -23266942.000000 Penalty: 6008.549805
	Iteration 51Q: 3 clusters Score -2.326694e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -23266962.000000 Penalty: 6008.549805
	Iteration 52Q: 3 clusters Score -2.326696e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 175235 members 
Entering Unmasked Estep 
Score: -23266988.000000 Penalty: 6008.549805
	Iteration 53Q: 3 clusters Score -2.326699e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 175460 members 
Entering Unmasked Estep 
Score: -23266978.000000 Penalty: 6008.549805
	Iteration 54Q: 3 clusters Score -2.326698e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -23267004.000000 Penalty: 6008.549805
	Iteration 55Q: 3 clusters Score -2.3267e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 175870 members 
Entering Unmasked Estep 
Score: -23266966.000000 Penalty: 6008.549805
	Iteration 56Q: 3 clusters Score -2.326697e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -23266968.000000 Penalty: 6008.549805
	Iteration 57Q: 3 clusters Score -2.326697e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -23266970.000000 Penalty: 6008.549805
	Iteration 58Q: 3 clusters Score -2.326697e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -23266948.000000 Penalty: 6008.549805
	Iteration 59Q: 3 clusters Score -2.326695e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 176480 members 
Entering Unmasked Estep 
Score: -23266936.000000 Penalty: 6008.549805
	Iteration 60F: 3 clusters Score -2.326694e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 176602 members 
Entering Unmasked Estep 
Score: -23266920.000000 Penalty: 6008.549805
	Iteration 61Q: 3 clusters Score -2.326692e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 176722 members 
Entering Unmasked Estep 
Score: -23266936.000000 Penalty: 6008.549805
	Iteration 62Q: 3 clusters Score -2.326694e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 176841 members 
Entering Unmasked Estep 
Score: -23266928.000000 Penalty: 6008.549805
	Iteration 63Q: 3 clusters Score -2.326693e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -23266934.000000 Penalty: 6008.549805
	Iteration 64Q: 3 clusters Score -2.326693e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 177042 members 
Entering Unmasked Estep 
Score: -23266946.000000 Penalty: 6008.549805
	Iteration 65Q: 3 clusters Score -2.326695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 177135 members 
Entering Unmasked Estep 
Score: -23266918.000000 Penalty: 6008.549805
	Iteration 66Q: 3 clusters Score -2.326692e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 177229 members 
Entering Unmasked Estep 
Score: -23266924.000000 Penalty: 6008.549805
	Iteration 67Q: 3 clusters Score -2.326692e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -23266900.000000 Penalty: 6008.549805
	Iteration 68Q: 3 clusters Score -2.32669e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 177392 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 69Q: 3 clusters Score -2.326686e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -23266850.000000 Penalty: 6008.549805
	Iteration 70Q: 3 clusters Score -2.326685e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -23266836.000000 Penalty: 6008.549805
	Iteration 71Q: 3 clusters Score -2.326684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 177592 members 
Entering Unmasked Estep 
Score: -23266848.000000 Penalty: 6008.549805
	Iteration 72Q: 3 clusters Score -2.326685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 177644 members 
Entering Unmasked Estep 
Score: -23266834.000000 Penalty: 6008.549805
	Iteration 73Q: 3 clusters Score -2.326683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 177693 members 
Entering Unmasked Estep 
Score: -23266822.000000 Penalty: 6008.549805
	Iteration 74Q: 3 clusters Score -2.326682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 177734 members 
Entering Unmasked Estep 
Score: -23266824.000000 Penalty: 6008.549805
	Iteration 75Q: 3 clusters Score -2.326682e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -23266832.000000 Penalty: 6008.549805
	Iteration 76Q: 3 clusters Score -2.326683e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 177812 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 77Q: 3 clusters Score -2.326687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -23266834.000000 Penalty: 6008.549805
	Iteration 78Q: 3 clusters Score -2.326683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 177874 members 
Entering Unmasked Estep 
Score: -23266838.000000 Penalty: 6008.549805
	Iteration 79Q: 3 clusters Score -2.326684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -23266838.000000 Penalty: 6008.549805
	Iteration 80F: 3 clusters Score -2.326684e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 177947 members 
Entering Unmasked Estep 
Score: -23266820.000000 Penalty: 6008.549805
	Iteration 81Q: 3 clusters Score -2.326682e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -23266836.000000 Penalty: 6008.549805
	Iteration 82Q: 3 clusters Score -2.326684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 178028 members 
Entering Unmasked Estep 
Score: -23266816.000000 Penalty: 6008.549805
	Iteration 83Q: 3 clusters Score -2.326682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -23266820.000000 Penalty: 6008.549805
	Iteration 84Q: 3 clusters Score -2.326682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 178106 members 
Entering Unmasked Estep 
Score: -23266852.000000 Penalty: 6008.549805
	Iteration 85Q: 3 clusters Score -2.326685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -23266844.000000 Penalty: 6008.549805
	Iteration 86Q: 3 clusters Score -2.326684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -23266852.000000 Penalty: 6008.549805
	Iteration 87Q: 3 clusters Score -2.326685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 178218 members 
Entering Unmasked Estep 
Score: -23266848.000000 Penalty: 6008.549805
	Iteration 88Q: 3 clusters Score -2.326685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 178254 members 
Entering Unmasked Estep 
Score: -23266852.000000 Penalty: 6008.549805
	Iteration 89Q: 3 clusters Score -2.326685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 178290 members 
Entering Unmasked Estep 
Score: -23266866.000000 Penalty: 6008.549805
	Iteration 90Q: 3 clusters Score -2.326687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 178321 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6008.549805
	Iteration 91Q: 3 clusters Score -2.326687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 178352 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 92Q: 3 clusters Score -2.326689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 178378 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 93Q: 3 clusters Score -2.326689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 178404 members 
Entering Unmasked Estep 
Score: -23266890.000000 Penalty: 6008.549805
	Iteration 94Q: 3 clusters Score -2.326689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -23266900.000000 Penalty: 6008.549805
	Iteration 95Q: 3 clusters Score -2.32669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 178459 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 96Q: 3 clusters Score -2.326687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 178492 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6008.549805
	Iteration 97Q: 3 clusters Score -2.326687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -23266854.000000 Penalty: 6008.549805
	Iteration 98Q: 3 clusters Score -2.326685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 178553 members 
Entering Unmasked Estep 
Score: -23266848.000000 Penalty: 6008.549805
	Iteration 99Q: 3 clusters Score -2.326685e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6008.549805
	Iteration 100F: 3 clusters Score -2.326688e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -23266850.000000 Penalty: 6008.549805
	Iteration 101Q: 3 clusters Score -2.326685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -23266874.000000 Penalty: 6008.549805
	Iteration 102Q: 3 clusters Score -2.326687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6008.549805
	Iteration 103Q: 3 clusters Score -2.326688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -23266872.000000 Penalty: 6008.549805
	Iteration 104Q: 3 clusters Score -2.326687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -23266846.000000 Penalty: 6008.549805
	Iteration 105Q: 3 clusters Score -2.326685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6008.549805
	Iteration 106Q: 3 clusters Score -2.326687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 178816 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6008.549805
	Iteration 107Q: 3 clusters Score -2.326688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 108Q: 3 clusters Score -2.326689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 109Q: 3 clusters Score -2.326689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 110Q: 3 clusters Score -2.326689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6008.549805
	Iteration 111Q: 3 clusters Score -2.326688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 112Q: 3 clusters Score -2.326689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 113Q: 3 clusters Score -2.326687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -23266820.000000 Penalty: 6008.549805
	Iteration 114Q: 3 clusters Score -2.326682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -23266828.000000 Penalty: 6008.549805
	Iteration 115Q: 3 clusters Score -2.326683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -23266818.000000 Penalty: 6008.549805
	Iteration 116Q: 3 clusters Score -2.326682e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 179145 members 
Entering Unmasked Estep 
Score: -23266788.000000 Penalty: 6008.549805
	Iteration 117Q: 3 clusters Score -2.326679e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -23266806.000000 Penalty: 6008.549805
	Iteration 118Q: 3 clusters Score -2.326681e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 179243 members 
Entering Unmasked Estep 
Score: -23266812.000000 Penalty: 6008.549805
	Iteration 119Q: 3 clusters Score -2.326681e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 179295 members 
Entering Unmasked Estep 
Score: -23266812.000000 Penalty: 6008.549805
	Iteration 120F: 3 clusters Score -2.326681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -23266806.000000 Penalty: 6008.549805
	Iteration 121Q: 3 clusters Score -2.326681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 179377 members 
Entering Unmasked Estep 
Score: -23266778.000000 Penalty: 6008.549805
	Iteration 122Q: 3 clusters Score -2.326678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -23266792.000000 Penalty: 6008.549805
	Iteration 123Q: 3 clusters Score -2.326679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -23266816.000000 Penalty: 6008.549805
	Iteration 124Q: 3 clusters Score -2.326682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 179445 members 
Entering Unmasked Estep 
Score: -23266794.000000 Penalty: 6008.549805
	Iteration 125Q: 3 clusters Score -2.326679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -23266818.000000 Penalty: 6008.549805
	Iteration 126Q: 3 clusters Score -2.326682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 179481 members 
Entering Unmasked Estep 
Score: -23266826.000000 Penalty: 6008.549805
	Iteration 127Q: 3 clusters Score -2.326683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -23266852.000000 Penalty: 6008.549805
	Iteration 128Q: 3 clusters Score -2.326685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -23266828.000000 Penalty: 6008.549805
	Iteration 129Q: 3 clusters Score -2.326683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -23266850.000000 Penalty: 6008.549805
	Iteration 130Q: 3 clusters Score -2.326685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 179541 members 
Entering Unmasked Estep 
Score: -23266840.000000 Penalty: 6008.549805
	Iteration 131Q: 3 clusters Score -2.326684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 179558 members 
Entering Unmasked Estep 
Score: -23266838.000000 Penalty: 6008.549805
	Iteration 132Q: 3 clusters Score -2.326684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 179569 members 
Entering Unmasked Estep 
Score: -23266836.000000 Penalty: 6008.549805
	Iteration 133Q: 3 clusters Score -2.326684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 179576 members 
Entering Unmasked Estep 
Score: -23266828.000000 Penalty: 6008.549805
	Iteration 134Q: 3 clusters Score -2.326683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 179583 members 
Entering Unmasked Estep 
Score: -23266842.000000 Penalty: 6008.549805
	Iteration 135Q: 3 clusters Score -2.326684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 179591 members 
Entering Unmasked Estep 
Score: -23266848.000000 Penalty: 6008.549805
	Iteration 136Q: 3 clusters Score -2.326685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -23266854.000000 Penalty: 6008.549805
	Iteration 137Q: 3 clusters Score -2.326685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 138Q: 3 clusters Score -2.326686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 139Q: 3 clusters Score -2.326686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 179632 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6008.549805
	Iteration 140F: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -23266874.000000 Penalty: 6008.549805
	Iteration 141Q: 3 clusters Score -2.326687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 179638 members 
Entering Unmasked Estep 
Score: -23266876.000000 Penalty: 6008.549805
	Iteration 142Q: 3 clusters Score -2.326688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 179642 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6008.549805
	Iteration 143Q: 3 clusters Score -2.326688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 179648 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 144Q: 3 clusters Score -2.326689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -23266878.000000 Penalty: 6008.549805
	Iteration 145Q: 3 clusters Score -2.326688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 179652 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 146Q: 3 clusters Score -2.326687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -23266862.000000 Penalty: 6008.549805
	Iteration 147Q: 3 clusters Score -2.326686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 179660 members 
Entering Unmasked Estep 
Score: -23266862.000000 Penalty: 6008.549805
	Iteration 148Q: 3 clusters Score -2.326686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 179663 members 
Entering Unmasked Estep 
Score: -23266872.000000 Penalty: 6008.549805
	Iteration 149Q: 3 clusters Score -2.326687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 150Q: 3 clusters Score -2.326686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 179669 members 
Entering Unmasked Estep 
Score: -23266866.000000 Penalty: 6008.549805
	Iteration 151Q: 3 clusters Score -2.326687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6008.549805
	Iteration 152Q: 3 clusters Score -2.326687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 153Q: 3 clusters Score -2.326686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 179688 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 154Q: 3 clusters Score -2.326686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -23266842.000000 Penalty: 6008.549805
	Iteration 155Q: 3 clusters Score -2.326684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 179696 members 
Entering Unmasked Estep 
Score: -23266856.000000 Penalty: 6008.549805
	Iteration 156Q: 3 clusters Score -2.326686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -23266858.000000 Penalty: 6008.549805
	Iteration 157Q: 3 clusters Score -2.326686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 158Q: 3 clusters Score -2.326686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 159Q: 3 clusters Score -2.326687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6008.549805
	Iteration 160F: 3 clusters Score -2.326688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -23266858.000000 Penalty: 6008.549805
	Iteration 161Q: 3 clusters Score -2.326686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -23266856.000000 Penalty: 6008.549805
	Iteration 162Q: 3 clusters Score -2.326686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 179727 members 
Entering Unmasked Estep 
Score: -23266848.000000 Penalty: 6008.549805
	Iteration 163Q: 3 clusters Score -2.326685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 179729 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 164Q: 3 clusters Score -2.326687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
Score: -23266858.000000 Penalty: 6008.549805
	Iteration 165Q: 3 clusters Score -2.326686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 166Q: 3 clusters Score -2.326686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 179736 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 167Q: 3 clusters Score -2.326686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 179742 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 168Q: 3 clusters Score -2.326686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 179749 members 
Entering Unmasked Estep 
Score: -23266862.000000 Penalty: 6008.549805
	Iteration 169Q: 3 clusters Score -2.326686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 179760 members 
Entering Unmasked Estep 
Score: -23266868.000000 Penalty: 6008.549805
	Iteration 170Q: 3 clusters Score -2.326687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -23266850.000000 Penalty: 6008.549805
	Iteration 171Q: 3 clusters Score -2.326685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -23266858.000000 Penalty: 6008.549805
	Iteration 172Q: 3 clusters Score -2.326686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 179776 members 
Entering Unmasked Estep 
Score: -23266864.000000 Penalty: 6008.549805
	Iteration 173Q: 3 clusters Score -2.326686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -23266870.000000 Penalty: 6008.549805
	Iteration 174Q: 3 clusters Score -2.326687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6008.549805
	Iteration 175Q: 3 clusters Score -2.326688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -23266866.000000 Penalty: 6008.549805
	Iteration 176Q: 3 clusters Score -2.326687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -23266858.000000 Penalty: 6008.549805
	Iteration 177Q: 3 clusters Score -2.326686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -23266852.000000 Penalty: 6008.549805
	Iteration 178Q: 3 clusters Score -2.326685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -23266860.000000 Penalty: 6008.549805
	Iteration 179Q: 3 clusters Score -2.326686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -23266880.000000 Penalty: 6008.549805
	Iteration 180F: 3 clusters Score -2.326688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 179859 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6008.549805
	Iteration 181Q: 3 clusters Score -2.326688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -23266882.000000 Penalty: 6008.549805
	Iteration 182Q: 3 clusters Score -2.326688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23266884.000000 Penalty: 6008.549805
	Iteration 183Q: 3 clusters Score -2.326688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -23266892.000000 Penalty: 6008.549805
	Iteration 184Q: 3 clusters Score -2.326689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 179897 members 
Entering Unmasked Estep 
Score: -23266892.000000 Penalty: 6008.549805
	Iteration 185Q: 3 clusters Score -2.326689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -23266890.000000 Penalty: 6008.549805
	Iteration 186Q: 3 clusters Score -2.326689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -23266892.000000 Penalty: 6008.549805
	Iteration 187Q: 3 clusters Score -2.326689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -23266904.000000 Penalty: 6008.549805
	Iteration 188Q: 3 clusters Score -2.32669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -23266912.000000 Penalty: 6008.549805
	Iteration 189Q: 3 clusters Score -2.326691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -23266890.000000 Penalty: 6008.549805
	Iteration 190Q: 3 clusters Score -2.326689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 179929 members 
Entering Unmasked Estep 
Score: -23266878.000000 Penalty: 6008.549805
	Iteration 191Q: 3 clusters Score -2.326688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 192Q: 3 clusters Score -2.326689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 193Q: 3 clusters Score -2.326689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 179932 members 
Entering Unmasked Estep 
Score: -23266894.000000 Penalty: 6008.549805
	Iteration 194Q: 3 clusters Score -2.326689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -23266888.000000 Penalty: 6008.549805
	Iteration 195Q: 3 clusters Score -2.326689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 196Q: 3 clusters Score -2.326689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -23266886.000000 Penalty: 6008.549805
	Iteration 197F: 3 clusters Score -2.326689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -436095.187500 Penalty: 2029.274658
	Iteration 0F: 2 clusters Score -436095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -432538.531250 Penalty: 4058.549316
	Iteration 0F: 3 clusters Score -432538.5 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -433410.187500 Penalty: 4058.549316
	Iteration 1F: 3 clusters Score -433410.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -433628.187500 Penalty: 4058.549316
	Iteration 2F: 3 clusters Score -433628.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -433756.187500 Penalty: 4058.549316
	Iteration 3F: 3 clusters Score -433756.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -433859.281250 Penalty: 4058.549316
	Iteration 4Q: 3 clusters Score -433859.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -433944.781250 Penalty: 4058.549316
	Iteration 5Q: 3 clusters Score -433944.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -434012.218750 Penalty: 4058.549316
	Iteration 6Q: 3 clusters Score -434012.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -434064.531250 Penalty: 4058.549316
	Iteration 7Q: 3 clusters Score -434064.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -434121.187500 Penalty: 4058.549316
	Iteration 8Q: 3 clusters Score -434121.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -434176.218750 Penalty: 4058.549316
	Iteration 9Q: 3 clusters Score -434176.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -434219.625000 Penalty: 4058.549316
	Iteration 10Q: 3 clusters Score -434219.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -434256.531250 Penalty: 4058.549316
	Iteration 11Q: 3 clusters Score -434256.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -434290.250000 Penalty: 4058.549316
	Iteration 12Q: 3 clusters Score -434290.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -434314.937500 Penalty: 4058.549316
	Iteration 13Q: 3 clusters Score -434314.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -434331.125000 Penalty: 4058.549316
	Iteration 14Q: 3 clusters Score -434331.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -434343.093750 Penalty: 4058.549316
	Iteration 15Q: 3 clusters Score -434343.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -434360.843750 Penalty: 4058.549316
	Iteration 16Q: 3 clusters Score -434360.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -434377.250000 Penalty: 4058.549316
	Iteration 17Q: 3 clusters Score -434377.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -434392.156250 Penalty: 4058.549316
	Iteration 18Q: 3 clusters Score -434392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -434403.031250 Penalty: 4058.549316
	Iteration 19Q: 3 clusters Score -434403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -434414.437500 Penalty: 4058.549316
	Iteration 20F: 3 clusters Score -434414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -434425.406250 Penalty: 4058.549316
	Iteration 21Q: 3 clusters Score -434425.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -434434.468750 Penalty: 4058.549316
	Iteration 22Q: 3 clusters Score -434434.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434442.937500 Penalty: 4058.549316
	Iteration 23Q: 3 clusters Score -434442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -434449.093750 Penalty: 4058.549316
	Iteration 24Q: 3 clusters Score -434449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -434455.250000 Penalty: 4058.549316
	Iteration 25Q: 3 clusters Score -434455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -434457.625000 Penalty: 4058.549316
	Iteration 26Q: 3 clusters Score -434457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -434461.843750 Penalty: 4058.549316
	Iteration 27Q: 3 clusters Score -434461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -434462.781250 Penalty: 4058.549316
	Iteration 28Q: 3 clusters Score -434462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -434463.656250 Penalty: 4058.549316
	Iteration 29Q: 3 clusters Score -434463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -434464.187500 Penalty: 4058.549316
	Iteration 30Q: 3 clusters Score -434464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -434464.000000 Penalty: 4058.549316
	Iteration 31Q: 3 clusters Score -434464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -434464.000000 Penalty: 4058.549316
	Iteration 32F: 3 clusters Score -434464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -29571.183594 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -29571.18 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 134 members 
Entering Unmasked Estep 
Score: -28326.898438 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -28326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28444.425781 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -28444.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28455.230469 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -28455.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28459.144531 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -28459.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28459.144531 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -28459.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26435.830078 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26435.83 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 128 members 
Entering Unmasked Estep 
Score: -25251.873047 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25251.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25416.847656 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25416.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25474.984375 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -25474.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25502.095703 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25504.833984 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25504.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25504.833984 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -25504.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Entering Unmasked Estep 
Score: -2985280.000000 Penalty: 2493.577637
	Iteration 0F: 2 clusters Score -2985280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2968991.750000 Penalty: 4987.155273
	Iteration 0F: 3 clusters Score -2968992 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2974580.250000 Penalty: 4987.155273
	Iteration 1F: 3 clusters Score -2974580 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2974947.500000 Penalty: 4987.155273
	Iteration 2Q: 3 clusters Score -2974948 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2975215.250000 Penalty: 4987.155273
	Iteration 3Q: 3 clusters Score -2975215 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2975405.500000 Penalty: 4987.155273
	Iteration 4Q: 3 clusters Score -2975406 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2975551.500000 Penalty: 4987.155273
	Iteration 5Q: 3 clusters Score -2975552 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2975677.000000 Penalty: 4987.155273
	Iteration 6Q: 3 clusters Score -2975677 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2975778.000000 Penalty: 4987.155273
	Iteration 7Q: 3 clusters Score -2975778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2975858.000000 Penalty: 4987.155273
	Iteration 8Q: 3 clusters Score -2975858 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2975945.500000 Penalty: 4987.155273
	Iteration 9Q: 3 clusters Score -2975946 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2976026.250000 Penalty: 4987.155273
	Iteration 10Q: 3 clusters Score -2976026 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2976133.750000 Penalty: 4987.155273
	Iteration 11Q: 3 clusters Score -2976134 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2976241.000000 Penalty: 4987.155273
	Iteration 12Q: 3 clusters Score -2976241 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2976377.000000 Penalty: 4987.155273
	Iteration 13Q: 3 clusters Score -2976377 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2976612.250000 Penalty: 4987.155273
	Iteration 14Q: 3 clusters Score -2976612 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2976934.750000 Penalty: 4987.155273
	Iteration 15Q: 3 clusters Score -2976935 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2977397.500000 Penalty: 4987.155273
	Iteration 16Q: 3 clusters Score -2977398 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2978111.500000 Penalty: 4987.155273
	Iteration 17Q: 3 clusters Score -2978112 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2979020.000000 Penalty: 4987.155273
	Iteration 18F: 3 clusters Score -2979020 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2980157.500000 Penalty: 4987.155273
	Iteration 19F: 3 clusters Score -2980158 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2981291.000000 Penalty: 4987.155273
	Iteration 20F: 3 clusters Score -2981291 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2982115.750000 Penalty: 4987.155273
	Iteration 21Q: 3 clusters Score -2982116 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2982578.500000 Penalty: 4987.155273
	Iteration 22Q: 3 clusters Score -2982578 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2982807.250000 Penalty: 4987.155273
	Iteration 23Q: 3 clusters Score -2982807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2982946.500000 Penalty: 4987.155273
	Iteration 24Q: 3 clusters Score -2982946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2983009.750000 Penalty: 4987.155273
	Iteration 25Q: 3 clusters Score -2983010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2983057.500000 Penalty: 4987.155273
	Iteration 26Q: 3 clusters Score -2983058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2983083.250000 Penalty: 4987.155273
	Iteration 27Q: 3 clusters Score -2983083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2983104.000000 Penalty: 4987.155273
	Iteration 28Q: 3 clusters Score -2983104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2983123.500000 Penalty: 4987.155273
	Iteration 29Q: 3 clusters Score -2983124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2983130.250000 Penalty: 4987.155273
	Iteration 30Q: 3 clusters Score -2983130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2983130.250000 Penalty: 4987.155273
	Iteration 31F: 3 clusters Score -2983130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Entering Unmasked Estep 
Score: -1730113.000000 Penalty: 2356.135010
	Iteration 0F: 2 clusters Score -1730113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1720326.125000 Penalty: 4712.270020
	Iteration 0F: 3 clusters Score -1720326 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1723237.500000 Penalty: 4712.270020
	Iteration 1F: 3 clusters Score -1723238 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1723558.125000 Penalty: 4712.270020
	Iteration 2F: 3 clusters Score -1723558 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1723786.750000 Penalty: 4712.270020
	Iteration 3Q: 3 clusters Score -1723787 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1723957.000000 Penalty: 4712.270020
	Iteration 4Q: 3 clusters Score -1723957 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1724082.250000 Penalty: 4712.270020
	Iteration 5Q: 3 clusters Score -1724082 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1724194.625000 Penalty: 4712.270020
	Iteration 6Q: 3 clusters Score -1724195 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1724292.000000 Penalty: 4712.270020
	Iteration 7Q: 3 clusters Score -1724292 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1724382.125000 Penalty: 4712.270020
	Iteration 8Q: 3 clusters Score -1724382 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1724478.625000 Penalty: 4712.270020
	Iteration 9Q: 3 clusters Score -1724479 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1724578.750000 Penalty: 4712.270020
	Iteration 10Q: 3 clusters Score -1724579 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1724711.500000 Penalty: 4712.270020
	Iteration 11Q: 3 clusters Score -1724712 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1724885.250000 Penalty: 4712.270020
	Iteration 12Q: 3 clusters Score -1724885 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1725094.750000 Penalty: 4712.270020
	Iteration 13Q: 3 clusters Score -1725095 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1725359.625000 Penalty: 4712.270020
	Iteration 14Q: 3 clusters Score -1725360 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1725660.625000 Penalty: 4712.270020
	Iteration 15Q: 3 clusters Score -1725661 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1725969.500000 Penalty: 4712.270020
	Iteration 16Q: 3 clusters Score -1725970 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1726311.125000 Penalty: 4712.270020
	Iteration 17Q: 3 clusters Score -1726311 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1726651.125000 Penalty: 4712.270020
	Iteration 18Q: 3 clusters Score -1726651 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1726964.125000 Penalty: 4712.270020
	Iteration 19Q: 3 clusters Score -1726964 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1727264.250000 Penalty: 4712.270020
	Iteration 20F: 3 clusters Score -1727264 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1727526.375000 Penalty: 4712.270020
	Iteration 21Q: 3 clusters Score -1727526 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1727695.250000 Penalty: 4712.270020
	Iteration 22Q: 3 clusters Score -1727695 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1727795.375000 Penalty: 4712.270020
	Iteration 23Q: 3 clusters Score -1727795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1727852.500000 Penalty: 4712.270020
	Iteration 24Q: 3 clusters Score -1727852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1727907.500000 Penalty: 4712.270020
	Iteration 25Q: 3 clusters Score -1727908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1727946.500000 Penalty: 4712.270020
	Iteration 26Q: 3 clusters Score -1727946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1727969.750000 Penalty: 4712.270020
	Iteration 27Q: 3 clusters Score -1727970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1727993.750000 Penalty: 4712.270020
	Iteration 28Q: 3 clusters Score -1727994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1728009.125000 Penalty: 4712.270020
	Iteration 29Q: 3 clusters Score -1728009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1728021.125000 Penalty: 4712.270020
	Iteration 30Q: 3 clusters Score -1728021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1728036.750000 Penalty: 4712.270020
	Iteration 31Q: 3 clusters Score -1728037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1728044.875000 Penalty: 4712.270020
	Iteration 32Q: 3 clusters Score -1728045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1728046.250000 Penalty: 4712.270020
	Iteration 33Q: 3 clusters Score -1728046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1728047.250000 Penalty: 4712.270020
	Iteration 34Q: 3 clusters Score -1728047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1728051.500000 Penalty: 4712.270020
	Iteration 35Q: 3 clusters Score -1728052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1728054.375000 Penalty: 4712.270020
	Iteration 36Q: 3 clusters Score -1728054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1728053.875000 Penalty: 4712.270020
	Iteration 37Q: 3 clusters Score -1728054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1728053.875000 Penalty: 4712.270020
	Iteration 38F: 3 clusters Score -1728054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Entering Unmasked Estep 
Score: -1307384.750000 Penalty: 2304.738770
	Iteration 0F: 2 clusters Score -1307385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1299134.125000 Penalty: 4609.477539
	Iteration 0F: 3 clusters Score -1299134 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1301641.625000 Penalty: 4609.477539
	Iteration 1F: 3 clusters Score -1301642 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1301988.125000 Penalty: 4609.477539
	Iteration 2F: 3 clusters Score -1301988 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1302287.250000 Penalty: 4609.477539
	Iteration 3Q: 3 clusters Score -1302287 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1302609.375000 Penalty: 4609.477539
	Iteration 4Q: 3 clusters Score -1302609 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1302973.500000 Penalty: 4609.477539
	Iteration 5F: 3 clusters Score -1302974 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1303381.375000 Penalty: 4609.477539
	Iteration 6F: 3 clusters Score -1303381 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1303791.250000 Penalty: 4609.477539
	Iteration 7F: 3 clusters Score -1303791 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1304193.125000 Penalty: 4609.477539
	Iteration 8F: 3 clusters Score -1304193 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1304535.000000 Penalty: 4609.477539
	Iteration 9Q: 3 clusters Score -1304535 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1304776.250000 Penalty: 4609.477539
	Iteration 10Q: 3 clusters Score -1304776 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1304964.250000 Penalty: 4609.477539
	Iteration 11Q: 3 clusters Score -1304964 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1305107.500000 Penalty: 4609.477539
	Iteration 12Q: 3 clusters Score -1305108 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1305230.625000 Penalty: 4609.477539
	Iteration 13Q: 3 clusters Score -1305231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1305308.500000 Penalty: 4609.477539
	Iteration 14Q: 3 clusters Score -1305308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1305369.500000 Penalty: 4609.477539
	Iteration 15Q: 3 clusters Score -1305370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1305415.750000 Penalty: 4609.477539
	Iteration 16Q: 3 clusters Score -1305416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1305454.250000 Penalty: 4609.477539
	Iteration 17Q: 3 clusters Score -1305454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1305479.125000 Penalty: 4609.477539
	Iteration 18Q: 3 clusters Score -1305479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1305504.625000 Penalty: 4609.477539
	Iteration 19Q: 3 clusters Score -1305505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1305525.500000 Penalty: 4609.477539
	Iteration 20F: 3 clusters Score -1305526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1305542.875000 Penalty: 4609.477539
	Iteration 21Q: 3 clusters Score -1305543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1305551.500000 Penalty: 4609.477539
	Iteration 22Q: 3 clusters Score -1305552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1305564.750000 Penalty: 4609.477539
	Iteration 23Q: 3 clusters Score -1305565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1305576.000000 Penalty: 4609.477539
	Iteration 24Q: 3 clusters Score -1305576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1305591.625000 Penalty: 4609.477539
	Iteration 25Q: 3 clusters Score -1305592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1305599.875000 Penalty: 4609.477539
	Iteration 26Q: 3 clusters Score -1305600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1305613.625000 Penalty: 4609.477539
	Iteration 27Q: 3 clusters Score -1305614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1305621.875000 Penalty: 4609.477539
	Iteration 28Q: 3 clusters Score -1305622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1305625.875000 Penalty: 4609.477539
	Iteration 29Q: 3 clusters Score -1305626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1305630.125000 Penalty: 4609.477539
	Iteration 30Q: 3 clusters Score -1305630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1305637.000000 Penalty: 4609.477539
	Iteration 31Q: 3 clusters Score -1305637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1305643.375000 Penalty: 4609.477539
	Iteration 32Q: 3 clusters Score -1305643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1305646.750000 Penalty: 4609.477539
	Iteration 33Q: 3 clusters Score -1305647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1305648.625000 Penalty: 4609.477539
	Iteration 34Q: 3 clusters Score -1305649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1305651.000000 Penalty: 4609.477539
	Iteration 35Q: 3 clusters Score -1305651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1305649.125000 Penalty: 4609.477539
	Iteration 36Q: 3 clusters Score -1305649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1305654.250000 Penalty: 4609.477539
	Iteration 37Q: 3 clusters Score -1305654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1305659.250000 Penalty: 4609.477539
	Iteration 38Q: 3 clusters Score -1305659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1305664.750000 Penalty: 4609.477539
	Iteration 39Q: 3 clusters Score -1305665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1305668.125000 Penalty: 4609.477539
	Iteration 40F: 3 clusters Score -1305668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1305677.625000 Penalty: 4609.477539
	Iteration 41Q: 3 clusters Score -1305678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1305680.625000 Penalty: 4609.477539
	Iteration 42Q: 3 clusters Score -1305681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1305683.625000 Penalty: 4609.477539
	Iteration 43Q: 3 clusters Score -1305684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1305683.625000 Penalty: 4609.477539
	Iteration 44Q: 3 clusters Score -1305684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1305684.750000 Penalty: 4609.477539
	Iteration 45Q: 3 clusters Score -1305685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1305687.000000 Penalty: 4609.477539
	Iteration 46Q: 3 clusters Score -1305687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1305684.625000 Penalty: 4609.477539
	Iteration 47Q: 3 clusters Score -1305685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1305689.500000 Penalty: 4609.477539
	Iteration 48Q: 3 clusters Score -1305690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1305689.500000 Penalty: 4609.477539
	Iteration 49Q: 3 clusters Score -1305690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1305688.500000 Penalty: 4609.477539
	Iteration 50Q: 3 clusters Score -1305688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1305690.500000 Penalty: 4609.477539
	Iteration 51Q: 3 clusters Score -1305690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1305690.500000 Penalty: 4609.477539
	Iteration 52F: 3 clusters Score -1305690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -910829.562500 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -910829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -904916.937500 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -904916.9 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -906514.875000 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -906514.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -906717.562500 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -906717.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -906836.812500 Penalty: 4402.489258
	Iteration 3Q: 3 clusters Score -906836.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -906925.187500 Penalty: 4402.489258
	Iteration 4Q: 3 clusters Score -906925.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -906995.062500 Penalty: 4402.489258
	Iteration 5Q: 3 clusters Score -906995.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -907062.625000 Penalty: 4402.489258
	Iteration 6Q: 3 clusters Score -907062.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -907145.312500 Penalty: 4402.489258
	Iteration 7Q: 3 clusters Score -907145.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -907260.312500 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -907260.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -907367.375000 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -907367.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -907481.562500 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -907481.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -907625.437500 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -907625.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -907782.750000 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -907782.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -907969.000000 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -907969 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -908217.250000 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -908217.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -908525.000000 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -908525 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -908854.062500 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -908854.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -909143.500000 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -909143.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -909417.750000 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -909417.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -909586.000000 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -909586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -909657.625000 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -909657.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -909683.750000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -909683.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -909701.750000 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -909701.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -909713.062500 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -909713.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -909720.375000 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -909720.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -909725.062500 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -909725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -909728.312500 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -909728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -909729.125000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -909729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -909730.437500 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -909730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -909730.500000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -909730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -909730.812500 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -909730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -909733.250000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -909733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -909735.375000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -909735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -909736.562500 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -909736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -909738.437500 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -909738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -909739.500000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -909739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -909739.312500 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -909739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -909739.312500 Penalty: 4402.489258
	Iteration 37F: 3 clusters Score -909739.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -2002793.750000 Penalty: 2390.746826
	Iteration 0F: 2 clusters Score -2002794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1991620.750000 Penalty: 4781.493652
	Iteration 0F: 3 clusters Score -1991621 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1995247.250000 Penalty: 4781.493652
	Iteration 1F: 3 clusters Score -1995247 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1995644.250000 Penalty: 4781.493652
	Iteration 2F: 3 clusters Score -1995644 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1996011.750000 Penalty: 4781.493652
	Iteration 3F: 3 clusters Score -1996012 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1996384.875000 Penalty: 4781.493652
	Iteration 4Q: 3 clusters Score -1996385 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1996827.875000 Penalty: 4781.493652
	Iteration 5F: 3 clusters Score -1996828 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1997363.000000 Penalty: 4781.493652
	Iteration 6F: 3 clusters Score -1997363 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1998010.750000 Penalty: 4781.493652
	Iteration 7F: 3 clusters Score -1998011 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1998711.500000 Penalty: 4781.493652
	Iteration 8F: 3 clusters Score -1998712 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1999386.250000 Penalty: 4781.493652
	Iteration 9F: 3 clusters Score -1999386 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1999860.625000 Penalty: 4781.493652
	Iteration 10Q: 3 clusters Score -1999861 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2000167.875000 Penalty: 4781.493652
	Iteration 11Q: 3 clusters Score -2000168 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2000322.375000 Penalty: 4781.493652
	Iteration 12Q: 3 clusters Score -2000322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2000453.750000 Penalty: 4781.493652
	Iteration 13Q: 3 clusters Score -2000454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2000527.500000 Penalty: 4781.493652
	Iteration 14Q: 3 clusters Score -2000528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2000611.375000 Penalty: 4781.493652
	Iteration 15Q: 3 clusters Score -2000611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2000673.125000 Penalty: 4781.493652
	Iteration 16Q: 3 clusters Score -2000673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2000715.625000 Penalty: 4781.493652
	Iteration 17Q: 3 clusters Score -2000716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2000739.250000 Penalty: 4781.493652
	Iteration 18Q: 3 clusters Score -2000739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2000755.875000 Penalty: 4781.493652
	Iteration 19Q: 3 clusters Score -2000756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2000762.500000 Penalty: 4781.493652
	Iteration 20F: 3 clusters Score -2000762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2000766.625000 Penalty: 4781.493652
	Iteration 21Q: 3 clusters Score -2000767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2000774.750000 Penalty: 4781.493652
	Iteration 22Q: 3 clusters Score -2000775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2000779.000000 Penalty: 4781.493652
	Iteration 23Q: 3 clusters Score -2000779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2000781.750000 Penalty: 4781.493652
	Iteration 24Q: 3 clusters Score -2000782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2000784.000000 Penalty: 4781.493652
	Iteration 25Q: 3 clusters Score -2000784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2000788.875000 Penalty: 4781.493652
	Iteration 26Q: 3 clusters Score -2000789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2000788.875000 Penalty: 4781.493652
	Iteration 27F: 3 clusters Score -2000789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68030.828125 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68030.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66482.281250 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66482.28 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66845.507812 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66845.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66996.679688 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -66996.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67106.742188 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -67106.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67205.609375 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -67205.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67336.320312 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -67336.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67481.796875 Penalty: 3173.703125
	Iteration 6F: 3 clusters Score -67481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67655.234375 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67655.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68144.531250 Penalty: 3173.703125
	Iteration 8F: 3 clusters Score -68144.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68645.414062 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -68645.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68969.468750 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -68969.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69009.015625 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -69009.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69070.945312 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -69070.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69070.945312 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -69070.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 53323 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 28531 members 
Mstep: Class 18 contains 167639 members 
Mstep: Class 19 contains 212811 members 
Mstep: Class 20 contains 39701 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 383 members 
Entering Unmasked Estep 
Score: -116063632.000000 Penalty: 85169.835938
Splitting cluster 14 changes total score from -116064368.000000 to -116063632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Entering Unmasked Estep 
Score: -6647205.500000 Penalty: 2699.262451
	Iteration 0F: 2 clusters Score -6647206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6611208.000000 Penalty: 5398.524902
	Iteration 0F: 3 clusters Score -6611208 nChanged 24773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -6624907.000000 Penalty: 5398.524902
	Iteration 1F: 3 clusters Score -6624907 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6625489.000000 Penalty: 5398.524902
	Iteration 2Q: 3 clusters Score -6625489 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6626025.500000 Penalty: 5398.524902
	Iteration 3Q: 3 clusters Score -6626026 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -6626462.500000 Penalty: 5398.524902
	Iteration 4Q: 3 clusters Score -6626462 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6627174.000000 Penalty: 5398.524902
	Iteration 5Q: 3 clusters Score -6627174 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6628116.500000 Penalty: 5398.524902
	Iteration 6Q: 3 clusters Score -6628116 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6629420.000000 Penalty: 5398.524902
	Iteration 7F: 3 clusters Score -6629420 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6631122.500000 Penalty: 5398.524902
	Iteration 8F: 3 clusters Score -6631122 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6633195.500000 Penalty: 5398.524902
	Iteration 9F: 3 clusters Score -6633196 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -6635283.500000 Penalty: 5398.524902
	Iteration 10F: 3 clusters Score -6635284 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -6637043.000000 Penalty: 5398.524902
	Iteration 11F: 3 clusters Score -6637043 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -6638513.500000 Penalty: 5398.524902
	Iteration 12Q: 3 clusters Score -6638514 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6639835.500000 Penalty: 5398.524902
	Iteration 13Q: 3 clusters Score -6639836 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6641281.500000 Penalty: 5398.524902
	Iteration 14Q: 3 clusters Score -6641282 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6642844.500000 Penalty: 5398.524902
	Iteration 15Q: 3 clusters Score -6642844 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6644106.000000 Penalty: 5398.524902
	Iteration 16Q: 3 clusters Score -6644106 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6644713.500000 Penalty: 5398.524902
	Iteration 17Q: 3 clusters Score -6644714 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6644982.500000 Penalty: 5398.524902
	Iteration 18Q: 3 clusters Score -6644982 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6645117.000000 Penalty: 5398.524902
	Iteration 19Q: 3 clusters Score -6645117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6645169.000000 Penalty: 5398.524902
	Iteration 20F: 3 clusters Score -6645169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6645214.500000 Penalty: 5398.524902
	Iteration 21Q: 3 clusters Score -6645214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6645220.000000 Penalty: 5398.524902
	Iteration 22Q: 3 clusters Score -6645220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6645233.000000 Penalty: 5398.524902
	Iteration 23Q: 3 clusters Score -6645233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6645239.500000 Penalty: 5398.524902
	Iteration 24Q: 3 clusters Score -6645240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6645243.000000 Penalty: 5398.524902
	Iteration 25Q: 3 clusters Score -6645243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6645247.000000 Penalty: 5398.524902
	Iteration 26Q: 3 clusters Score -6645247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6645241.500000 Penalty: 5398.524902
	Iteration 27Q: 3 clusters Score -6645242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6645248.000000 Penalty: 5398.524902
	Iteration 28Q: 3 clusters Score -6645248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6645243.000000 Penalty: 5398.524902
	Iteration 29Q: 3 clusters Score -6645243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6645247.000000 Penalty: 5398.524902
	Iteration 30Q: 3 clusters Score -6645247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6645245.000000 Penalty: 5398.524902
	Iteration 31Q: 3 clusters Score -6645245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6645245.500000 Penalty: 5398.524902
	Iteration 32Q: 3 clusters Score -6645246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6645251.500000 Penalty: 5398.524902
	Iteration 33Q: 3 clusters Score -6645252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6645251.500000 Penalty: 5398.524902
	Iteration 34F: 3 clusters Score -6645252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -30660.539062 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -30660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29472.726562 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -29472.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29552.994141 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -29552.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29583.691406 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -29583.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29590.882812 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -29590.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29590.882812 Penalty: 2767.546143
	Iteration 4F: 3 clusters Score -29590.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -3694115.500000 Penalty: 2544.168945
	Iteration 0F: 2 clusters Score -3694116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3674487.000000 Penalty: 5088.337891
	Iteration 0F: 3 clusters Score -3674487 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3681880.250000 Penalty: 5088.337891
	Iteration 1F: 3 clusters Score -3681880 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3682738.000000 Penalty: 5088.337891
	Iteration 2F: 3 clusters Score -3682738 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3683495.750000 Penalty: 5088.337891
	Iteration 3F: 3 clusters Score -3683496 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3684130.500000 Penalty: 5088.337891
	Iteration 4Q: 3 clusters Score -3684130 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3684711.250000 Penalty: 5088.337891
	Iteration 5Q: 3 clusters Score -3684711 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3685254.250000 Penalty: 5088.337891
	Iteration 6Q: 3 clusters Score -3685254 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3685739.250000 Penalty: 5088.337891
	Iteration 7Q: 3 clusters Score -3685739 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3686217.750000 Penalty: 5088.337891
	Iteration 8Q: 3 clusters Score -3686218 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3686676.000000 Penalty: 5088.337891
	Iteration 9Q: 3 clusters Score -3686676 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3687174.000000 Penalty: 5088.337891
	Iteration 10Q: 3 clusters Score -3687174 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3687666.500000 Penalty: 5088.337891
	Iteration 11Q: 3 clusters Score -3687666 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3688162.250000 Penalty: 5088.337891
	Iteration 12Q: 3 clusters Score -3688162 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3688608.000000 Penalty: 5088.337891
	Iteration 13Q: 3 clusters Score -3688608 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3689026.000000 Penalty: 5088.337891
	Iteration 14Q: 3 clusters Score -3689026 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3689438.000000 Penalty: 5088.337891
	Iteration 15Q: 3 clusters Score -3689438 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3689807.750000 Penalty: 5088.337891
	Iteration 16Q: 3 clusters Score -3689808 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3690170.750000 Penalty: 5088.337891
	Iteration 17Q: 3 clusters Score -3690171 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3690500.250000 Penalty: 5088.337891
	Iteration 18Q: 3 clusters Score -3690500 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3690814.000000 Penalty: 5088.337891
	Iteration 19Q: 3 clusters Score -3690814 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3691042.750000 Penalty: 5088.337891
	Iteration 20F: 3 clusters Score -3691043 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3691213.750000 Penalty: 5088.337891
	Iteration 21Q: 3 clusters Score -3691214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3691360.750000 Penalty: 5088.337891
	Iteration 22Q: 3 clusters Score -3691361 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3691491.750000 Penalty: 5088.337891
	Iteration 23Q: 3 clusters Score -3691492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3691602.000000 Penalty: 5088.337891
	Iteration 24Q: 3 clusters Score -3691602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3691680.750000 Penalty: 5088.337891
	Iteration 25Q: 3 clusters Score -3691681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3691735.750000 Penalty: 5088.337891
	Iteration 26Q: 3 clusters Score -3691736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3691764.250000 Penalty: 5088.337891
	Iteration 27Q: 3 clusters Score -3691764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3691805.250000 Penalty: 5088.337891
	Iteration 28Q: 3 clusters Score -3691805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3691832.750000 Penalty: 5088.337891
	Iteration 29Q: 3 clusters Score -3691833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3691862.750000 Penalty: 5088.337891
	Iteration 30Q: 3 clusters Score -3691863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3691888.750000 Penalty: 5088.337891
	Iteration 31Q: 3 clusters Score -3691889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3691898.250000 Penalty: 5088.337891
	Iteration 32Q: 3 clusters Score -3691898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3691909.500000 Penalty: 5088.337891
	Iteration 33Q: 3 clusters Score -3691910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3691915.000000 Penalty: 5088.337891
	Iteration 34Q: 3 clusters Score -3691915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3691929.750000 Penalty: 5088.337891
	Iteration 35Q: 3 clusters Score -3691930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3691934.000000 Penalty: 5088.337891
	Iteration 36Q: 3 clusters Score -3691934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3691947.000000 Penalty: 5088.337891
	Iteration 37Q: 3 clusters Score -3691947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3691952.750000 Penalty: 5088.337891
	Iteration 38Q: 3 clusters Score -3691953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3691953.500000 Penalty: 5088.337891
	Iteration 39Q: 3 clusters Score -3691954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3691953.500000 Penalty: 5088.337891
	Iteration 40F: 3 clusters Score -3691954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3691952.250000 Penalty: 5088.337891
	Iteration 41Q: 3 clusters Score -3691952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3691954.250000 Penalty: 5088.337891
	Iteration 42Q: 3 clusters Score -3691954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3691956.500000 Penalty: 5088.337891
	Iteration 43Q: 3 clusters Score -3691956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3691958.500000 Penalty: 5088.337891
	Iteration 44Q: 3 clusters Score -3691958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3691956.500000 Penalty: 5088.337891
	Iteration 45Q: 3 clusters Score -3691956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3691956.000000 Penalty: 5088.337891
	Iteration 46Q: 3 clusters Score -3691956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3691956.000000 Penalty: 5088.337891
	Iteration 47F: 3 clusters Score -3691956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167639 members 
Entering Unmasked Estep 
Score: -21406996.000000 Penalty: 2983.332764
	Iteration 0F: 2 clusters Score -2.1407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -21298692.000000 Penalty: 5966.665527
	Iteration 0F: 3 clusters Score -2.129869e+07 nChanged 80405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -21345416.000000 Penalty: 5966.665527
	Iteration 1F: 3 clusters Score -2.134542e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -21346876.000000 Penalty: 5966.665527
	Iteration 2Q: 3 clusters Score -2.134688e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -21348952.000000 Penalty: 5966.665527
	Iteration 3Q: 3 clusters Score -2.134895e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -21351984.000000 Penalty: 5966.665527
	Iteration 4Q: 3 clusters Score -2.135198e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -21356234.000000 Penalty: 5966.665527
	Iteration 5F: 3 clusters Score -2.135623e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -21361860.000000 Penalty: 5966.665527
	Iteration 6F: 3 clusters Score -2.136186e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -21369352.000000 Penalty: 5966.665527
	Iteration 7F: 3 clusters Score -2.136935e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -21377744.000000 Penalty: 5966.665527
	Iteration 8F: 3 clusters Score -2.137774e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -21384970.000000 Penalty: 5966.665527
	Iteration 9F: 3 clusters Score -2.138497e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -21389340.000000 Penalty: 5966.665527
	Iteration 10Q: 3 clusters Score -2.138934e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -21391732.000000 Penalty: 5966.665527
	Iteration 11Q: 3 clusters Score -2.139173e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -21393438.000000 Penalty: 5966.665527
	Iteration 12Q: 3 clusters Score -2.139344e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -21395028.000000 Penalty: 5966.665527
	Iteration 13Q: 3 clusters Score -2.139503e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -21396616.000000 Penalty: 5966.665527
	Iteration 14Q: 3 clusters Score -2.139662e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -21398102.000000 Penalty: 5966.665527
	Iteration 15Q: 3 clusters Score -2.13981e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -21399604.000000 Penalty: 5966.665527
	Iteration 16Q: 3 clusters Score -2.13996e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 138822 members 
Entering Unmasked Estep 
Score: -21400656.000000 Penalty: 5966.665527
	Iteration 17Q: 3 clusters Score -2.140066e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -21401424.000000 Penalty: 5966.665527
	Iteration 18Q: 3 clusters Score -2.140142e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 143121 members 
Entering Unmasked Estep 
Score: -21402242.000000 Penalty: 5966.665527
	Iteration 19Q: 3 clusters Score -2.140224e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 144931 members 
Entering Unmasked Estep 
Score: -21402912.000000 Penalty: 5966.665527
	Iteration 20F: 3 clusters Score -2.140291e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -21403498.000000 Penalty: 5966.665527
	Iteration 21Q: 3 clusters Score -2.14035e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -21404034.000000 Penalty: 5966.665527
	Iteration 22Q: 3 clusters Score -2.140403e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 149293 members 
Entering Unmasked Estep 
Score: -21404472.000000 Penalty: 5966.665527
	Iteration 23Q: 3 clusters Score -2.140447e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -21404760.000000 Penalty: 5966.665527
	Iteration 24Q: 3 clusters Score -2.140476e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -21404970.000000 Penalty: 5966.665527
	Iteration 25Q: 3 clusters Score -2.140497e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 152263 members 
Entering Unmasked Estep 
Score: -21405160.000000 Penalty: 5966.665527
	Iteration 26Q: 3 clusters Score -2.140516e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -21405246.000000 Penalty: 5966.665527
	Iteration 27Q: 3 clusters Score -2.140525e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -21405412.000000 Penalty: 5966.665527
	Iteration 28Q: 3 clusters Score -2.140541e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -21405558.000000 Penalty: 5966.665527
	Iteration 29Q: 3 clusters Score -2.140556e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -21405626.000000 Penalty: 5966.665527
	Iteration 30Q: 3 clusters Score -2.140563e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -21405616.000000 Penalty: 5966.665527
	Iteration 31Q: 3 clusters Score -2.140562e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -21405686.000000 Penalty: 5966.665527
	Iteration 32Q: 3 clusters Score -2.140569e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 156495 members 
Entering Unmasked Estep 
Score: -21405780.000000 Penalty: 5966.665527
	Iteration 33Q: 3 clusters Score -2.140578e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -21405846.000000 Penalty: 5966.665527
	Iteration 34Q: 3 clusters Score -2.140585e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -21405858.000000 Penalty: 5966.665527
	Iteration 35Q: 3 clusters Score -2.140586e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -21405908.000000 Penalty: 5966.665527
	Iteration 36Q: 3 clusters Score -2.140591e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -21405968.000000 Penalty: 5966.665527
	Iteration 37Q: 3 clusters Score -2.140597e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -21406028.000000 Penalty: 5966.665527
	Iteration 38Q: 3 clusters Score -2.140603e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -21406008.000000 Penalty: 5966.665527
	Iteration 39Q: 3 clusters Score -2.140601e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -21406016.000000 Penalty: 5966.665527
	Iteration 40F: 3 clusters Score -2.140602e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -21406040.000000 Penalty: 5966.665527
	Iteration 41Q: 3 clusters Score -2.140604e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -21406070.000000 Penalty: 5966.665527
	Iteration 42Q: 3 clusters Score -2.140607e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 159624 members 
Entering Unmasked Estep 
Score: -21406140.000000 Penalty: 5966.665527
	Iteration 43Q: 3 clusters Score -2.140614e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -21406176.000000 Penalty: 5966.665527
	Iteration 44Q: 3 clusters Score -2.140618e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 5966.665527
	Iteration 45Q: 3 clusters Score -2.140619e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -21406182.000000 Penalty: 5966.665527
	Iteration 46Q: 3 clusters Score -2.140618e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -21406214.000000 Penalty: 5966.665527
	Iteration 47Q: 3 clusters Score -2.140621e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 5966.665527
	Iteration 48Q: 3 clusters Score -2.140619e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 160941 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 5966.665527
	Iteration 49Q: 3 clusters Score -2.140619e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -21406204.000000 Penalty: 5966.665527
	Iteration 50Q: 3 clusters Score -2.14062e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -21406156.000000 Penalty: 5966.665527
	Iteration 51Q: 3 clusters Score -2.140616e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -21406148.000000 Penalty: 5966.665527
	Iteration 52Q: 3 clusters Score -2.140615e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -21406134.000000 Penalty: 5966.665527
	Iteration 53Q: 3 clusters Score -2.140613e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -21406146.000000 Penalty: 5966.665527
	Iteration 54Q: 3 clusters Score -2.140615e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -21406158.000000 Penalty: 5966.665527
	Iteration 55Q: 3 clusters Score -2.140616e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -21406178.000000 Penalty: 5966.665527
	Iteration 56Q: 3 clusters Score -2.140618e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -21406156.000000 Penalty: 5966.665527
	Iteration 57Q: 3 clusters Score -2.140616e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 162219 members 
Entering Unmasked Estep 
Score: -21406158.000000 Penalty: 5966.665527
	Iteration 58Q: 3 clusters Score -2.140616e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -21406164.000000 Penalty: 5966.665527
	Iteration 59Q: 3 clusters Score -2.140616e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -21406146.000000 Penalty: 5966.665527
	Iteration 60F: 3 clusters Score -2.140615e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -21406138.000000 Penalty: 5966.665527
	Iteration 61Q: 3 clusters Score -2.140614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -21406168.000000 Penalty: 5966.665527
	Iteration 62Q: 3 clusters Score -2.140617e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 5966.665527
	Iteration 63Q: 3 clusters Score -2.140619e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -21406182.000000 Penalty: 5966.665527
	Iteration 64Q: 3 clusters Score -2.140618e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5966.665527
	Iteration 65Q: 3 clusters Score -2.140622e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5966.665527
	Iteration 66Q: 3 clusters Score -2.140622e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 5966.665527
	Iteration 67Q: 3 clusters Score -2.140619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -21406162.000000 Penalty: 5966.665527
	Iteration 68Q: 3 clusters Score -2.140616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -21406174.000000 Penalty: 5966.665527
	Iteration 69Q: 3 clusters Score -2.140617e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -21406214.000000 Penalty: 5966.665527
	Iteration 70Q: 3 clusters Score -2.140621e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 163532 members 
Entering Unmasked Estep 
Score: -21406228.000000 Penalty: 5966.665527
	Iteration 71Q: 3 clusters Score -2.140623e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -21406186.000000 Penalty: 5966.665527
	Iteration 72Q: 3 clusters Score -2.140619e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -21406208.000000 Penalty: 5966.665527
	Iteration 73Q: 3 clusters Score -2.140621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -21406216.000000 Penalty: 5966.665527
	Iteration 74Q: 3 clusters Score -2.140622e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21406252.000000 Penalty: 5966.665527
	Iteration 75Q: 3 clusters Score -2.140625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -21406240.000000 Penalty: 5966.665527
	Iteration 76Q: 3 clusters Score -2.140624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 163826 members 
Entering Unmasked Estep 
Score: -21406242.000000 Penalty: 5966.665527
	Iteration 77Q: 3 clusters Score -2.140624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 163856 members 
Entering Unmasked Estep 
Score: -21406236.000000 Penalty: 5966.665527
	Iteration 78Q: 3 clusters Score -2.140624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -21406260.000000 Penalty: 5966.665527
	Iteration 79Q: 3 clusters Score -2.140626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 163925 members 
Entering Unmasked Estep 
Score: -21406266.000000 Penalty: 5966.665527
	Iteration 80F: 3 clusters Score -2.140627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 163951 members 
Entering Unmasked Estep 
Score: -21406260.000000 Penalty: 5966.665527
	Iteration 81Q: 3 clusters Score -2.140626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 163974 members 
Entering Unmasked Estep 
Score: -21406244.000000 Penalty: 5966.665527
	Iteration 82Q: 3 clusters Score -2.140624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -21406252.000000 Penalty: 5966.665527
	Iteration 83Q: 3 clusters Score -2.140625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -21406276.000000 Penalty: 5966.665527
	Iteration 84Q: 3 clusters Score -2.140628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -21406284.000000 Penalty: 5966.665527
	Iteration 85Q: 3 clusters Score -2.140628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -21406272.000000 Penalty: 5966.665527
	Iteration 86Q: 3 clusters Score -2.140627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -21406298.000000 Penalty: 5966.665527
	Iteration 87Q: 3 clusters Score -2.14063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -21406278.000000 Penalty: 5966.665527
	Iteration 88Q: 3 clusters Score -2.140628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -21406306.000000 Penalty: 5966.665527
	Iteration 89Q: 3 clusters Score -2.140631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -21406310.000000 Penalty: 5966.665527
	Iteration 90Q: 3 clusters Score -2.140631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -21406304.000000 Penalty: 5966.665527
	Iteration 91Q: 3 clusters Score -2.14063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -21406306.000000 Penalty: 5966.665527
	Iteration 92Q: 3 clusters Score -2.140631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 164211 members 
Entering Unmasked Estep 
Score: -21406318.000000 Penalty: 5966.665527
	Iteration 93Q: 3 clusters Score -2.140632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -21406304.000000 Penalty: 5966.665527
	Iteration 94Q: 3 clusters Score -2.14063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 164242 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5966.665527
	Iteration 95Q: 3 clusters Score -2.140629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -21406300.000000 Penalty: 5966.665527
	Iteration 96Q: 3 clusters Score -2.14063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 164275 members 
Entering Unmasked Estep 
Score: -21406304.000000 Penalty: 5966.665527
	Iteration 97Q: 3 clusters Score -2.14063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -21406304.000000 Penalty: 5966.665527
	Iteration 98Q: 3 clusters Score -2.14063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -21406302.000000 Penalty: 5966.665527
	Iteration 99Q: 3 clusters Score -2.14063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 100F: 3 clusters Score -2.140629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -21406294.000000 Penalty: 5966.665527
	Iteration 101Q: 3 clusters Score -2.140629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -21406288.000000 Penalty: 5966.665527
	Iteration 102Q: 3 clusters Score -2.140629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 164349 members 
Entering Unmasked Estep 
Score: -21406296.000000 Penalty: 5966.665527
	Iteration 103Q: 3 clusters Score -2.14063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -21406298.000000 Penalty: 5966.665527
	Iteration 104Q: 3 clusters Score -2.14063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -21406290.000000 Penalty: 5966.665527
	Iteration 105Q: 3 clusters Score -2.140629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -21406294.000000 Penalty: 5966.665527
	Iteration 106Q: 3 clusters Score -2.140629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -21406296.000000 Penalty: 5966.665527
	Iteration 107Q: 3 clusters Score -2.14063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -21406308.000000 Penalty: 5966.665527
	Iteration 108Q: 3 clusters Score -2.140631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -21406282.000000 Penalty: 5966.665527
	Iteration 109Q: 3 clusters Score -2.140628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -21406276.000000 Penalty: 5966.665527
	Iteration 110Q: 3 clusters Score -2.140628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 164413 members 
Entering Unmasked Estep 
Score: -21406266.000000 Penalty: 5966.665527
	Iteration 111Q: 3 clusters Score -2.140627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21406290.000000 Penalty: 5966.665527
	Iteration 112Q: 3 clusters Score -2.140629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 164429 members 
Entering Unmasked Estep 
Score: -21406302.000000 Penalty: 5966.665527
	Iteration 113Q: 3 clusters Score -2.14063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -21406282.000000 Penalty: 5966.665527
	Iteration 114Q: 3 clusters Score -2.140628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5966.665527
	Iteration 115Q: 3 clusters Score -2.140629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 164443 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 116Q: 3 clusters Score -2.140629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 164447 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 117Q: 3 clusters Score -2.140629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -21406288.000000 Penalty: 5966.665527
	Iteration 118Q: 3 clusters Score -2.140629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -21406300.000000 Penalty: 5966.665527
	Iteration 119Q: 3 clusters Score -2.14063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -21406298.000000 Penalty: 5966.665527
	Iteration 120F: 3 clusters Score -2.14063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -21406302.000000 Penalty: 5966.665527
	Iteration 121Q: 3 clusters Score -2.14063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 164472 members 
Entering Unmasked Estep 
Score: -21406282.000000 Penalty: 5966.665527
	Iteration 122Q: 3 clusters Score -2.140628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5966.665527
	Iteration 123Q: 3 clusters Score -2.140629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 124Q: 3 clusters Score -2.140629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -21406282.000000 Penalty: 5966.665527
	Iteration 125Q: 3 clusters Score -2.140628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 126Q: 3 clusters Score -2.140629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 127Q: 3 clusters Score -2.140629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -21406300.000000 Penalty: 5966.665527
	Iteration 128Q: 3 clusters Score -2.14063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 164500 members 
Entering Unmasked Estep 
Score: -21406298.000000 Penalty: 5966.665527
	Iteration 129Q: 3 clusters Score -2.14063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -21406296.000000 Penalty: 5966.665527
	Iteration 130Q: 3 clusters Score -2.14063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -21406316.000000 Penalty: 5966.665527
	Iteration 131Q: 3 clusters Score -2.140632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -21406304.000000 Penalty: 5966.665527
	Iteration 132Q: 3 clusters Score -2.14063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5966.665527
	Iteration 133Q: 3 clusters Score -2.140629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -21406290.000000 Penalty: 5966.665527
	Iteration 134Q: 3 clusters Score -2.140629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 135Q: 3 clusters Score -2.140629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -21406292.000000 Penalty: 5966.665527
	Iteration 136Q: 3 clusters Score -2.140629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -21406280.000000 Penalty: 5966.665527
	Iteration 137Q: 3 clusters Score -2.140628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -21406284.000000 Penalty: 5966.665527
	Iteration 138Q: 3 clusters Score -2.140628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -21406274.000000 Penalty: 5966.665527
	Iteration 139Q: 3 clusters Score -2.140627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -21406290.000000 Penalty: 5966.665527
	Iteration 140F: 3 clusters Score -2.140629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -21406280.000000 Penalty: 5966.665527
	Iteration 141Q: 3 clusters Score -2.140628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5966.665527
	Iteration 142Q: 3 clusters Score -2.140629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -21406288.000000 Penalty: 5966.665527
	Iteration 143Q: 3 clusters Score -2.140629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 164557 members 
Entering Unmasked Estep 
Score: -21406288.000000 Penalty: 5966.665527
	Iteration 144Q: 3 clusters Score -2.140629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 164557 members 
Entering Unmasked Estep 
Score: -21406288.000000 Penalty: 5966.665527
	Iteration 145F: 3 clusters Score -2.140629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212811 members 
Entering Unmasked Estep 
Score: -27278130.000000 Penalty: 3042.503662
	Iteration 0F: 2 clusters Score -2.727813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -27172982.000000 Penalty: 6085.007324
	Iteration 0F: 3 clusters Score -2.717298e+07 nChanged 102562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -27233174.000000 Penalty: 6085.007324
	Iteration 1F: 3 clusters Score -2.723317e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 101873 members 
Entering Unmasked Estep 
Score: -27233940.000000 Penalty: 6085.007324
	Iteration 2Q: 3 clusters Score -2.723394e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -27234690.000000 Penalty: 6085.007324
	Iteration 3Q: 3 clusters Score -2.723469e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -27235880.000000 Penalty: 6085.007324
	Iteration 4Q: 3 clusters Score -2.723588e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -27237920.000000 Penalty: 6085.007324
	Iteration 5Q: 3 clusters Score -2.723792e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -27241442.000000 Penalty: 6085.007324
	Iteration 6Q: 3 clusters Score -2.724144e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -27247910.000000 Penalty: 6085.007324
	Iteration 7F: 3 clusters Score -2.724791e+07 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -27256516.000000 Penalty: 6085.007324
	Iteration 8F: 3 clusters Score -2.725652e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -27264336.000000 Penalty: 6085.007324
	Iteration 9F: 3 clusters Score -2.726434e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190080 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -27267266.000000 Penalty: 6085.007324
	Iteration 10F: 3 clusters Score -2.726727e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197341 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -27269478.000000 Penalty: 6085.007324
	Iteration 11Q: 3 clusters Score -2.726948e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201952 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -27271276.000000 Penalty: 6085.007324
	Iteration 12Q: 3 clusters Score -2.727128e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205031 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -27272348.000000 Penalty: 6085.007324
	Iteration 13Q: 3 clusters Score -2.727235e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207186 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -27273212.000000 Penalty: 6085.007324
	Iteration 14Q: 3 clusters Score -2.727321e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208723 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -27273822.000000 Penalty: 6085.007324
	Iteration 15Q: 3 clusters Score -2.727382e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209833 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -27274452.000000 Penalty: 6085.007324
	Iteration 16Q: 3 clusters Score -2.727445e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210572 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -27274740.000000 Penalty: 6085.007324
	Iteration 17Q: 3 clusters Score -2.727474e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211044 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -27275044.000000 Penalty: 6085.007324
	Iteration 18Q: 3 clusters Score -2.727504e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211346 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -27275204.000000 Penalty: 6085.007324
	Iteration 19Q: 3 clusters Score -2.72752e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211534 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -27275330.000000 Penalty: 6085.007324
	Iteration 20F: 3 clusters Score -2.727533e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211657 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -27275396.000000 Penalty: 6085.007324
	Iteration 21Q: 3 clusters Score -2.72754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211737 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -27275470.000000 Penalty: 6085.007324
	Iteration 22Q: 3 clusters Score -2.727547e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211821 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -27275550.000000 Penalty: 6085.007324
	Iteration 23Q: 3 clusters Score -2.727555e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211878 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -27275578.000000 Penalty: 6085.007324
	Iteration 24Q: 3 clusters Score -2.727558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211932 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -27275596.000000 Penalty: 6085.007324
	Iteration 25Q: 3 clusters Score -2.72756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211965 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -27275608.000000 Penalty: 6085.007324
	Iteration 26Q: 3 clusters Score -2.727561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211994 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -27275632.000000 Penalty: 6085.007324
	Iteration 27Q: 3 clusters Score -2.727563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212011 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -27275654.000000 Penalty: 6085.007324
	Iteration 28Q: 3 clusters Score -2.727565e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212032 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -27275664.000000 Penalty: 6085.007324
	Iteration 29Q: 3 clusters Score -2.727566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -27275678.000000 Penalty: 6085.007324
	Iteration 30Q: 3 clusters Score -2.727568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212053 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -27275684.000000 Penalty: 6085.007324
	Iteration 31Q: 3 clusters Score -2.727568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -27275676.000000 Penalty: 6085.007324
	Iteration 32Q: 3 clusters Score -2.727568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212075 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -27275706.000000 Penalty: 6085.007324
	Iteration 33Q: 3 clusters Score -2.727571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212083 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -27275712.000000 Penalty: 6085.007324
	Iteration 34Q: 3 clusters Score -2.727571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212093 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -27275732.000000 Penalty: 6085.007324
	Iteration 35Q: 3 clusters Score -2.727573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -27275730.000000 Penalty: 6085.007324
	Iteration 36Q: 3 clusters Score -2.727573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -27275720.000000 Penalty: 6085.007324
	Iteration 37Q: 3 clusters Score -2.727572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212111 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -27275726.000000 Penalty: 6085.007324
	Iteration 38Q: 3 clusters Score -2.727573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212115 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -27275722.000000 Penalty: 6085.007324
	Iteration 39Q: 3 clusters Score -2.727572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212121 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -27275708.000000 Penalty: 6085.007324
	Iteration 40F: 3 clusters Score -2.727571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212126 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -27275718.000000 Penalty: 6085.007324
	Iteration 41Q: 3 clusters Score -2.727572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -27275704.000000 Penalty: 6085.007324
	Iteration 42Q: 3 clusters Score -2.72757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -27275700.000000 Penalty: 6085.007324
	Iteration 43Q: 3 clusters Score -2.72757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212132 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -27275714.000000 Penalty: 6085.007324
	Iteration 44Q: 3 clusters Score -2.727571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212135 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -27275706.000000 Penalty: 6085.007324
	Iteration 45Q: 3 clusters Score -2.727571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212136 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -27275696.000000 Penalty: 6085.007324
	Iteration 46Q: 3 clusters Score -2.72757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212136 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -27275694.000000 Penalty: 6085.007324
	Iteration 47Q: 3 clusters Score -2.727569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212134 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -27275700.000000 Penalty: 6085.007324
	Iteration 48Q: 3 clusters Score -2.72757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -27275692.000000 Penalty: 6085.007324
	Iteration 49Q: 3 clusters Score -2.727569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -27275698.000000 Penalty: 6085.007324
	Iteration 50Q: 3 clusters Score -2.72757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212129 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -27275708.000000 Penalty: 6085.007324
	Iteration 51Q: 3 clusters Score -2.727571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212128 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -27275692.000000 Penalty: 6085.007324
	Iteration 52Q: 3 clusters Score -2.727569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -27275690.000000 Penalty: 6085.007324
	Iteration 53Q: 3 clusters Score -2.727569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212130 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -27275690.000000 Penalty: 6085.007324
	Iteration 54F: 3 clusters Score -2.727569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Entering Unmasked Estep 
Score: -5154494.000000 Penalty: 2626.104492
	Iteration 0F: 2 clusters Score -5154494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5127284.000000 Penalty: 5252.208984
	Iteration 0F: 3 clusters Score -5127284 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5137454.000000 Penalty: 5252.208984
	Iteration 1F: 3 clusters Score -5137454 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5137919.500000 Penalty: 5252.208984
	Iteration 2Q: 3 clusters Score -5137920 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -5138318.000000 Penalty: 5252.208984
	Iteration 3Q: 3 clusters Score -5138318 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -5138702.500000 Penalty: 5252.208984
	Iteration 4Q: 3 clusters Score -5138702 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -5139086.000000 Penalty: 5252.208984
	Iteration 5Q: 3 clusters Score -5139086 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -5139524.500000 Penalty: 5252.208984
	Iteration 6Q: 3 clusters Score -5139524 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5140154.000000 Penalty: 5252.208984
	Iteration 7Q: 3 clusters Score -5140154 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5140889.500000 Penalty: 5252.208984
	Iteration 8Q: 3 clusters Score -5140890 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5141941.000000 Penalty: 5252.208984
	Iteration 9Q: 3 clusters Score -5141941 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5143500.000000 Penalty: 5252.208984
	Iteration 10F: 3 clusters Score -5143500 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5145519.500000 Penalty: 5252.208984
	Iteration 11F: 3 clusters Score -5145520 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5147858.000000 Penalty: 5252.208984
	Iteration 12F: 3 clusters Score -5147858 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5149845.000000 Penalty: 5252.208984
	Iteration 13F: 3 clusters Score -5149845 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5151044.500000 Penalty: 5252.208984
	Iteration 14Q: 3 clusters Score -5151044 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5151631.000000 Penalty: 5252.208984
	Iteration 15Q: 3 clusters Score -5151631 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5151881.500000 Penalty: 5252.208984
	Iteration 16Q: 3 clusters Score -5151882 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5152015.000000 Penalty: 5252.208984
	Iteration 17Q: 3 clusters Score -5152015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5152101.500000 Penalty: 5252.208984
	Iteration 18Q: 3 clusters Score -5152102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5152149.500000 Penalty: 5252.208984
	Iteration 19Q: 3 clusters Score -5152150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5152161.500000 Penalty: 5252.208984
	Iteration 20F: 3 clusters Score -5152162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5152171.500000 Penalty: 5252.208984
	Iteration 21Q: 3 clusters Score -5152172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5152180.500000 Penalty: 5252.208984
	Iteration 22Q: 3 clusters Score -5152180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5152183.500000 Penalty: 5252.208984
	Iteration 23Q: 3 clusters Score -5152184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5152186.000000 Penalty: 5252.208984
	Iteration 24Q: 3 clusters Score -5152186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5152187.500000 Penalty: 5252.208984
	Iteration 25Q: 3 clusters Score -5152188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5152187.500000 Penalty: 5252.208984
	Iteration 26F: 3 clusters Score -5152188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Entering Unmasked Estep 
Score: -2686387.250000 Penalty: 2464.452637
	Iteration 0F: 2 clusters Score -2686387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2671883.500000 Penalty: 4928.905273
	Iteration 0F: 3 clusters Score -2671884 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2676690.250000 Penalty: 4928.905273
	Iteration 1F: 3 clusters Score -2676690 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2677029.000000 Penalty: 4928.905273
	Iteration 2Q: 3 clusters Score -2677029 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2677290.750000 Penalty: 4928.905273
	Iteration 3Q: 3 clusters Score -2677291 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2677572.000000 Penalty: 4928.905273
	Iteration 4Q: 3 clusters Score -2677572 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2677860.250000 Penalty: 4928.905273
	Iteration 5Q: 3 clusters Score -2677860 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2678224.000000 Penalty: 4928.905273
	Iteration 6Q: 3 clusters Score -2678224 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2678712.250000 Penalty: 4928.905273
	Iteration 7Q: 3 clusters Score -2678712 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2679351.750000 Penalty: 4928.905273
	Iteration 8F: 3 clusters Score -2679352 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2680180.250000 Penalty: 4928.905273
	Iteration 9F: 3 clusters Score -2680180 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2681144.500000 Penalty: 4928.905273
	Iteration 10F: 3 clusters Score -2681144 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2682166.500000 Penalty: 4928.905273
	Iteration 11F: 3 clusters Score -2682166 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2683007.000000 Penalty: 4928.905273
	Iteration 12Q: 3 clusters Score -2683007 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2683519.250000 Penalty: 4928.905273
	Iteration 13Q: 3 clusters Score -2683519 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2683813.250000 Penalty: 4928.905273
	Iteration 14Q: 3 clusters Score -2683813 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2683983.250000 Penalty: 4928.905273
	Iteration 15Q: 3 clusters Score -2683983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2684071.250000 Penalty: 4928.905273
	Iteration 16Q: 3 clusters Score -2684071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2684118.250000 Penalty: 4928.905273
	Iteration 17Q: 3 clusters Score -2684118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2684148.250000 Penalty: 4928.905273
	Iteration 18Q: 3 clusters Score -2684148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2684173.250000 Penalty: 4928.905273
	Iteration 19Q: 3 clusters Score -2684173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2684184.000000 Penalty: 4928.905273
	Iteration 20F: 3 clusters Score -2684184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2684198.750000 Penalty: 4928.905273
	Iteration 21Q: 3 clusters Score -2684199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2684209.500000 Penalty: 4928.905273
	Iteration 22Q: 3 clusters Score -2684210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2684214.000000 Penalty: 4928.905273
	Iteration 23Q: 3 clusters Score -2684214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2684227.500000 Penalty: 4928.905273
	Iteration 24Q: 3 clusters Score -2684228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2684235.750000 Penalty: 4928.905273
	Iteration 25Q: 3 clusters Score -2684236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2684244.750000 Penalty: 4928.905273
	Iteration 26Q: 3 clusters Score -2684245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2684245.750000 Penalty: 4928.905273
	Iteration 27Q: 3 clusters Score -2684246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2684246.500000 Penalty: 4928.905273
	Iteration 28Q: 3 clusters Score -2684246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2684253.500000 Penalty: 4928.905273
	Iteration 29Q: 3 clusters Score -2684254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2684253.750000 Penalty: 4928.905273
	Iteration 30Q: 3 clusters Score -2684254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2684257.000000 Penalty: 4928.905273
	Iteration 31Q: 3 clusters Score -2684257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2684259.500000 Penalty: 4928.905273
	Iteration 32Q: 3 clusters Score -2684260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2684260.500000 Penalty: 4928.905273
	Iteration 33Q: 3 clusters Score -2684260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2684260.750000 Penalty: 4928.905273
	Iteration 34Q: 3 clusters Score -2684261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2684263.000000 Penalty: 4928.905273
	Iteration 35Q: 3 clusters Score -2684263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2684263.750000 Penalty: 4928.905273
	Iteration 36Q: 3 clusters Score -2684264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2684265.500000 Penalty: 4928.905273
	Iteration 37Q: 3 clusters Score -2684266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2684265.500000 Penalty: 4928.905273
	Iteration 38F: 3 clusters Score -2684266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Entering Unmasked Estep 
Score: -1356837.375000 Penalty: 2294.367432
	Iteration 0F: 2 clusters Score -1356837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1348922.250000 Penalty: 4588.734863
	Iteration 0F: 3 clusters Score -1348922 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1351173.375000 Penalty: 4588.734863
	Iteration 1F: 3 clusters Score -1351173 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1351490.125000 Penalty: 4588.734863
	Iteration 2F: 3 clusters Score -1351490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1351703.375000 Penalty: 4588.734863
	Iteration 3F: 3 clusters Score -1351703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1351849.125000 Penalty: 4588.734863
	Iteration 4Q: 3 clusters Score -1351849 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1351961.750000 Penalty: 4588.734863
	Iteration 5Q: 3 clusters Score -1351962 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1352038.625000 Penalty: 4588.734863
	Iteration 6Q: 3 clusters Score -1352039 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1352114.875000 Penalty: 4588.734863
	Iteration 7Q: 3 clusters Score -1352115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1352177.750000 Penalty: 4588.734863
	Iteration 8Q: 3 clusters Score -1352178 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1352245.875000 Penalty: 4588.734863
	Iteration 9Q: 3 clusters Score -1352246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1352325.000000 Penalty: 4588.734863
	Iteration 10Q: 3 clusters Score -1352325 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1352404.250000 Penalty: 4588.734863
	Iteration 11Q: 3 clusters Score -1352404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1352491.875000 Penalty: 4588.734863
	Iteration 12Q: 3 clusters Score -1352492 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1352580.000000 Penalty: 4588.734863
	Iteration 13Q: 3 clusters Score -1352580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1352666.000000 Penalty: 4588.734863
	Iteration 14Q: 3 clusters Score -1352666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1352760.625000 Penalty: 4588.734863
	Iteration 15Q: 3 clusters Score -1352761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1352870.000000 Penalty: 4588.734863
	Iteration 16Q: 3 clusters Score -1352870 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1352993.000000 Penalty: 4588.734863
	Iteration 17Q: 3 clusters Score -1352993 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1353132.375000 Penalty: 4588.734863
	Iteration 18Q: 3 clusters Score -1353132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1353270.750000 Penalty: 4588.734863
	Iteration 19Q: 3 clusters Score -1353271 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1353393.875000 Penalty: 4588.734863
	Iteration 20F: 3 clusters Score -1353394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1353509.375000 Penalty: 4588.734863
	Iteration 21Q: 3 clusters Score -1353509 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1353644.000000 Penalty: 4588.734863
	Iteration 22Q: 3 clusters Score -1353644 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1353754.250000 Penalty: 4588.734863
	Iteration 23Q: 3 clusters Score -1353754 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1353854.125000 Penalty: 4588.734863
	Iteration 24Q: 3 clusters Score -1353854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1353922.500000 Penalty: 4588.734863
	Iteration 25Q: 3 clusters Score -1353922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1353982.750000 Penalty: 4588.734863
	Iteration 26Q: 3 clusters Score -1353983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1354028.375000 Penalty: 4588.734863
	Iteration 27Q: 3 clusters Score -1354028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1354074.125000 Penalty: 4588.734863
	Iteration 28Q: 3 clusters Score -1354074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1354110.875000 Penalty: 4588.734863
	Iteration 29Q: 3 clusters Score -1354111 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1354150.375000 Penalty: 4588.734863
	Iteration 30Q: 3 clusters Score -1354150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1354176.875000 Penalty: 4588.734863
	Iteration 31Q: 3 clusters Score -1354177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1354203.375000 Penalty: 4588.734863
	Iteration 32Q: 3 clusters Score -1354203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1354217.750000 Penalty: 4588.734863
	Iteration 33Q: 3 clusters Score -1354218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1354232.000000 Penalty: 4588.734863
	Iteration 34Q: 3 clusters Score -1354232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1354254.500000 Penalty: 4588.734863
	Iteration 35Q: 3 clusters Score -1354254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1354272.000000 Penalty: 4588.734863
	Iteration 36Q: 3 clusters Score -1354272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1354289.500000 Penalty: 4588.734863
	Iteration 37Q: 3 clusters Score -1354290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1354309.125000 Penalty: 4588.734863
	Iteration 38Q: 3 clusters Score -1354309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1354324.875000 Penalty: 4588.734863
	Iteration 39Q: 3 clusters Score -1354325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1354338.375000 Penalty: 4588.734863
	Iteration 40F: 3 clusters Score -1354338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1354356.500000 Penalty: 4588.734863
	Iteration 41Q: 3 clusters Score -1354356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1354375.875000 Penalty: 4588.734863
	Iteration 42Q: 3 clusters Score -1354376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1354398.500000 Penalty: 4588.734863
	Iteration 43Q: 3 clusters Score -1354398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1354413.875000 Penalty: 4588.734863
	Iteration 44Q: 3 clusters Score -1354414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1354432.375000 Penalty: 4588.734863
	Iteration 45Q: 3 clusters Score -1354432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1354447.375000 Penalty: 4588.734863
	Iteration 46Q: 3 clusters Score -1354447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1354467.500000 Penalty: 4588.734863
	Iteration 47Q: 3 clusters Score -1354468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1354481.875000 Penalty: 4588.734863
	Iteration 48Q: 3 clusters Score -1354482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1354500.875000 Penalty: 4588.734863
	Iteration 49Q: 3 clusters Score -1354501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1354512.000000 Penalty: 4588.734863
	Iteration 50Q: 3 clusters Score -1354512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1354528.375000 Penalty: 4588.734863
	Iteration 51Q: 3 clusters Score -1354528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1354552.375000 Penalty: 4588.734863
	Iteration 52Q: 3 clusters Score -1354552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1354576.125000 Penalty: 4588.734863
	Iteration 53Q: 3 clusters Score -1354576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1354605.875000 Penalty: 4588.734863
	Iteration 54Q: 3 clusters Score -1354606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1354640.375000 Penalty: 4588.734863
	Iteration 55Q: 3 clusters Score -1354640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1354657.000000 Penalty: 4588.734863
	Iteration 56Q: 3 clusters Score -1354657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1354672.500000 Penalty: 4588.734863
	Iteration 57Q: 3 clusters Score -1354672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1354683.250000 Penalty: 4588.734863
	Iteration 58Q: 3 clusters Score -1354683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1354687.625000 Penalty: 4588.734863
	Iteration 59Q: 3 clusters Score -1354688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1354693.125000 Penalty: 4588.734863
	Iteration 60F: 3 clusters Score -1354693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1354695.500000 Penalty: 4588.734863
	Iteration 61Q: 3 clusters Score -1354696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1354700.750000 Penalty: 4588.734863
	Iteration 62Q: 3 clusters Score -1354701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1354702.375000 Penalty: 4588.734863
	Iteration 63Q: 3 clusters Score -1354702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1354705.875000 Penalty: 4588.734863
	Iteration 64Q: 3 clusters Score -1354706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1354704.875000 Penalty: 4588.734863
	Iteration 65Q: 3 clusters Score -1354705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1354713.375000 Penalty: 4588.734863
	Iteration 66Q: 3 clusters Score -1354713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1354718.750000 Penalty: 4588.734863
	Iteration 67Q: 3 clusters Score -1354719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1354720.375000 Penalty: 4588.734863
	Iteration 68Q: 3 clusters Score -1354720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1354724.125000 Penalty: 4588.734863
	Iteration 69Q: 3 clusters Score -1354724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1354728.125000 Penalty: 4588.734863
	Iteration 70Q: 3 clusters Score -1354728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1354728.500000 Penalty: 4588.734863
	Iteration 71Q: 3 clusters Score -1354728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1354730.125000 Penalty: 4588.734863
	Iteration 72Q: 3 clusters Score -1354730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1354735.250000 Penalty: 4588.734863
	Iteration 73Q: 3 clusters Score -1354735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1354735.500000 Penalty: 4588.734863
	Iteration 74Q: 3 clusters Score -1354736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1354736.125000 Penalty: 4588.734863
	Iteration 75Q: 3 clusters Score -1354736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1354736.125000 Penalty: 4588.734863
	Iteration 76F: 3 clusters Score -1354736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119381.562500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117442.093750 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117442.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117714.507812 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -117714.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117793.070312 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -117793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117838.953125 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -117839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117861.812500 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -117861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117871.257812 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -117871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117878.164062 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -117878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117889.023438 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -117889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117893.796875 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -117893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117897.515625 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -117897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117903.742188 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -117903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117907.460938 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -117907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117909.281250 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -117909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117910.023438 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -117910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117910.632812 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -117910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117911.484375 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -117911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117912.656250 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -117912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117912.656250 Penalty: 3411.649902
	Iteration 17F: 3 clusters Score -117912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -245119.593750 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -245119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242509.609375 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -242509.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -242961.359375 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -242961.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -243095.593750 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -243095.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243150.640625 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -243150.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243194.062500 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -243194.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -243233.750000 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -243233.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -243264.671875 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -243264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243290.546875 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -243290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -243305.562500 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -243305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -243317.546875 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -243317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -243322.921875 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -243322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -243329.421875 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -243329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -243337.578125 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -243337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -243347.234375 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -243347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -243352.234375 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -243352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -243354.500000 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -243354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -243354.921875 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -243354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -243355.984375 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -243356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -243357.921875 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -243357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -243360.093750 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -243360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -243360.218750 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -243360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -243360.187500 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -243360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -243360.187500 Penalty: 3759.520752
	Iteration 22F: 3 clusters Score -243360.2 nChanged 0
--- Evaluating fit on full set of 2773671 points ---
Entering Unmasked Estep 
Score: -349884256.000000 Penalty: 88301.976562
25->25 Clusters: Score -349884256.000000, best is -350344192.000000

Main iterations: 0 (time per=infms)
Total iterations: 63145 (time per=446.987093ms)
Iterations metric 2: 5745999347712.000000 (time per=4.912113ns)
Iterations metric 3: 172398963851264.000000 (time per=163.719081ps)

That took 28225.000000 seconds.
